diff --git a/authors.yaml b/authors.yaml index 5509c561ce..1068c91eef 100644 --- a/authors.yaml +++ b/authors.yaml @@ -257,3 +257,8 @@ thli-openai: name: "Thomas Li" website: "https://www.linkedin.com/in/thli/" avatar: "https://avatars.githubusercontent.com/u/189043632?v=4" + +jhall-openai: + name: "Josh Hall" + website: "https://www.linkedin.com/in/jhall14/" + avatar: "https://avatars.githubusercontent.com/u/198997750?v=4" diff --git a/examples/agents_sdk/basics_of_agents_sdk/basics_of_agent_sdk.ipynb b/examples/agents_sdk/basics_of_agents_sdk/basics_of_agent_sdk.ipynb new file mode 100644 index 0000000000..bbae05674f --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/basics_of_agent_sdk.ipynb @@ -0,0 +1,635 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# The Basics with Agents SDK\n", + "\n", + "We recently launched the [Agents SDK](https://openai.github.io/openai-agents-python/) to simplify orchestrating agentic workflows. In this cookbook, we'll have some fun creating **GolfMate**, a simple golf assistant designed to use your golf shot history for creating personalized practice plans. GolfMate will also help translate this practice onto the golf course by finding nearby courses, predicting scores, and recommending club distances.\n", + "\n", + "In this guide, we'll explore how to utilize the following functionalities:\n", + "\n", + "- [Response API](https://openai.com/docs/api-reference/responses)\n", + "- [File Search API](https://platform.openai.com/docs/guides/tools-file-search)\n", + "- [Web Search API](https://platform.openai.com/docs/guides/tools-web-search?api-mode=responses)\n", + "\n", + "Here's our agentic architecture:\n", + "\n", + "![Local image](./golfmate_agent_architecture.png)\n", + "\n", + "## Agentic Architecture Overview\n", + "\n", + "The GolfMate assistant consists of three specialized agents working together:\n", + "| Agent | Description |\n", + "|---------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n", + "| **Triage Agent** | Understands the user's initial intent and delegates tasks to appropriate specialized agents. |\n", + "| **Practice Planner Agent** | Constructs personalized practice plans using the File Search API to retrieve relevant historical shot data. |\n", + "| **Score Predictor & Course Finder Agent** | Predicts scores, provides club yardage recommendations, and finds suitable courses nearby based on user preferences and historical performance data, leveraging both File Search and Web Search APIs. |\n", + "\n", + "## Data Preparation for the File Search API\n", + "\n", + "Before using GolfMate, we'll first upload the golfer's historical shot data into the File Search API (a vector database). We have collected detailed numerical sensor data from multiple players' practice sessions, as illustrated below:\n", + "\n", + "| Date | Player | Club Name | Club Type | Club Speed | Attack Angle | Club Path | Club Face | Face to Path | Ball Speed | Smash Factor | Launch Angle | Launch Direction | Backspin | Sidespin | Spin Rate | Spin Rate Type | Spin Axis | Apex Height | Carry Distance | Carry Deviation Angle | Carry Deviation Distance | Total Distance | Total Deviation Angle | Total Deviation Distance |\n", + "|-----------------|--------|-----------|-----------|-------------|---------------|------------|------------|----------------|--------------|----------------|----------------|------------------|------------|------------|-------------|----------------|------------|--------------|----------------|------------------------|--------------------------|----------------|------------------------|--------------------------|\n", + "| 1/4/25 17:01:39 | Brian | | 7 Iron | 74.02 | 2.68 | 5.99 | 10.18 | 4.19 | 100.39 | 1.36 | 20.67 | 9.11 | 3501.39 | -366.16 | 3520.48 | Measured | 5.97 | 22.77 | 143.31 | 11.92 | 29.59 | 156.29 | 12.01 | 32.52 |\n", + "| 1/4/25 17:02:08 | Brian | | 7 Iron | 75.85 | -3.13 | 3.87 | 5.76 | 1.89 | 100.17 | 1.32 | 18.06 | 5.22 | 3549.35 | 61.95 | 3549.89 | Measured | -1.0 | 19.23 | 140.03 | 5.18 | 12.63 | 154.17 | 5.11 | 13.74 |\n", + "| 1/4/25 17:02:52 | Jason | | 7 Iron | 75.74 | -4.96 | 7.18 | 5.95 | -1.23 | 87.15 | 1.15 | 12.74 | 5.79 | 2423.86 | 1189.54 | 2700.02 | Estimated | -26.14 | 6.79 | 91.81 | 0.92 | 1.47 | 122.10 | -0.35 | -0.75 |\n", + "| 1/4/25 17:03:49 | Herald | | 7 Iron | 75.99 | 4.53 | 5.91 | 5.20 | -0.71 | 96.95 | 1.28 | 14.49 | 5.01 | 4544.12 | -699.41 | 4597.63 | Measured | 8.75 | 13.98 | 124.95 | 8.29 | 18.01 | 138.91 | 8.55 | 20.66 |\n", + "| 1/4/25 17:04:58 | Jason | | 7 Iron | 77.08 | 7.36 | 3.77 | 3.15 | -0.62 | 102.56 | 1.33 | | 3.06 | 1918.64 | 0.00 | 1918.64 | Measured | 0.00 | | | | | | | |\n", + "| 1/4/25 17:05:42 | Brian | | 7 Iron | 34.29 | 0.00 | 0.00 | 0.00 | 0.00 | 41.41 | 1.21 | 17.26 | -2.19 | 3052.55 | 0.00 | 3052.55 | Estimated | 0.00 | 2.00 | 23.61 | -2.21 | -0.91 | 29.05 | -2.21 | -1.12 |\n", + "| 1/4/25 17:08:56 | Jason | | 7 Iron | 75.77 | -4.19 | 6.90 | 10.15 | 3.25 | 98.76 | 1.30 | 19.33 | 9.20 | 5117.86 | 573.16 | 5149.85 | Measured | -6.39 | 21.80 | 133.79 | 7.32 | 17.04 | 143.50 | 7.09 | 17.72 |\n", + "| 1/4/25 17:09:17 | Brian | | 7 Iron | 76.39 | 2.79 | 3.26 | 6.68 | 3.42 | 104.35 | 1.37 | 15.02 | 5.89 | 3443.57 | -523.87 | 3483.19 | Measured | 8.65 | 16.47 | 143.91 | 9.10 | 22.75 | 159.72 | 9.34 | 25.93 |\n", + "| 1/4/25 17:09:48 | Jason | | 7 Iron | 76.35 | 0.35 | 2.09 | 6.56 | 4.47 | 102.63 | 1.34 | 14.20 | 5.65 | 5386.30 | -1082.16 | 5493.93 | Measured | 11.36 | 16.61 | 135.01 | 10.57 | 24.77 | 146.59 | 10.88 | 27.67 |\n", + "| 1/4/25 17:10:26 | Lauren | | 7 Iron | 77.78 | 4.00 | 8.51 | 9.90 | 1.39 | 99.70 | 1.28 | 17.16 | 9.20 | 4462.13 | -68.54 | 4462.66 | Measured | 0.88 | 18.77 | 135.86 | 10.13 | 23.90 | 147.86 | 10.09 | 25.91 |\n", + "\n", + "\n", + "Ideally, golfers would annotate shots using the `Note` and `Tag` fields, providing valuable observations that enhance semantic understanding within our vector database. As these fields are currently empty, we will enrich the dataset by utilizing `gpt-4o-mini` to retroactively generate detailed insights and annotations for these fields.\n", + "\n", + "## Data Enrichment Process Diagram\n", + "![Local image](./data_enrichment_process.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Step 0: Setup Your Environment by installing dependencies" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip install pandas openai tqdm python-dotenv openai-agents tenacity ipywidgets jupyter_contrib_nbextensions --quiet" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Step 1: Data Preparation\n", + "In this step, we read the input CSV files containing shot data. We'll enrich this data by using `gpt-4o-mini` to analyze and provide feedback on each golfer's shots. To do this, we'll prompt the model as follows:\n", + "\n", + "```\n", + "You are a professional and very popular golf instructor with years of experience. You have a deep understanding of a variety of golf drills and exercises that can help golfers improve their game. You excel at synthesizing complex golf metrics from launch monitors and distilling them into comprehensible and actionable feedback and tips without being too technical. Convert it into laymens terms for high handicappers.\n", + "```\n", + "\n", + "This enrichment step adds valuable semantic context to our data, which will enhance the accuracy of future queries in our vector store. The resulting enriched data will be saved as new CSV files in the `/processed` folder." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import time\n", + "import random\n", + "import json\n", + "import pandas as pd\n", + "import asyncio\n", + "import nest_asyncio # Added to patch the event loop for Jupyter environments\n", + "nest_asyncio.apply() # Enable nested event loops\n", + "\n", + "from tqdm import tqdm\n", + "from tqdm.asyncio import tqdm_asyncio\n", + "from openai import OpenAI\n", + "from dotenv import load_dotenv\n", + "from tenacity import retry, stop_after_attempt, wait_exponential\n", + "\n", + "load_dotenv()\n", + "client = OpenAI(api_key=os.getenv('API_KEY'))\n", + "tqdm.pandas() # Enable progress bar for pandas operations\n", + "\n", + "SYSTEM_INSTRUCTIONS = \"\"\"\n", + "You are a professional and very popular golf instructor with years of experience. You have a deep understanding of a variety of golf drills and exercises that can help golfers improve their game. You excel at synthesizing complex golf metrics from launch monitors and distilling them into comprehensible and actionable feedback and tips without being too technical. Convert it into lamens terms for high handicappers.\n", + "\"\"\"\n", + "\n", + "# Increase the retry attempts and extend the backoff window to better handle rate limits.\n", + "@retry(stop=stop_after_attempt(5), wait=wait_exponential(min=2, max=10))\n", + "def sync_generate_feedback(row):\n", + " prompt = f\"\"\"\n", + " Review the following shot data and provide concise feedback:\n", + "\n", + " Date: {row.get('Date', 'N/A')}\n", + " Club Type: {row.get('Club Type', 'N/A')}\n", + " Club Speed: {row.get('Club Speed', 'N/A')} mph\n", + " Attack Angle: {row.get('Attack Angle', 'N/A')} degrees\n", + " Club Path: {row.get('Club Path', 'N/A')} degrees\n", + " Club Face: {row.get('Club Face', 'N/A')} degrees\n", + " Face To Path: {row.get('Face To Path', 'N/A')} degrees\n", + " Ball Speed: {row.get('Ball Speed', 'N/A')} mph\n", + " Smash Factor: {row.get('Smash Factor', 'N/A')}\n", + " Launch Angle: {row.get('Launch Angle', 'N/A')} degrees\n", + " Launch Direction: {row.get('Launch Direction', 'N/A')} degrees\n", + " Backspin: {row.get('Backspin', 'N/A')} rpm\n", + " Sidespin: {row.get('Sidespin', 'N/A')} rpm\n", + " Spin Rate: {row.get('Spin Rate', 'N/A')} rpm\n", + " Spin Rate Type: {row.get('Spin Rate Type', 'N/A')}\n", + " Spin Axis: {row.get('Spin Axis', 'N/A')} degrees\n", + " Apex Height: {row.get('Apex Height', 'N/A')} yards\n", + " Carry Distance: {row.get('Carry Distance', 'N/A')} yards\n", + " Carry Deviation Angle: {row.get('Carry Deviation Angle', 'N/A')} degrees\n", + " Carry Deviation Distance: {row.get('Carry Deviation Distance', 'N/A')} yards\n", + " Total Distance: {row.get('Total Distance', 'N/A')} yards\n", + " Total Deviation Angle: {row.get('Total Deviation Angle', 'N/A')} degrees\n", + " Total Deviation Distance: {row.get('Total Deviation Distance', 'N/A')} yards\n", + " Note: {row.get('Note', 'N/A')}\n", + " Tag: {row.get('Tag', 'N/A')}\n", + " Air Density: {row.get('Air Density', 'N/A')} g/L\n", + " Temperature: {row.get('Temperature', 'N/A')} °F\n", + " Air Pressure: {row.get('Air Pressure', 'N/A')} kPa\n", + " Relative Humidity: {row.get('Relative Humidity', 'N/A')}%\n", + "\n", + " Provide brief feedback and a short tag describing a drill that the golfer can do to improve their game such as \"step through drill\", \"swing path drill\", \"slow motion swing\", \"shoulder turn check\", \"half swing pause\", etc.\n", + " Format your response as JSON:\n", + " {{\n", + " \"feedback\": \"Your feedback here\",\n", + " \"tag\": \"Your tag here\"\n", + " }}\n", + " \"\"\"\n", + " \n", + " # Call the Responses API to generate the feedback\n", + " response = client.responses.create(\n", + " model=\"gpt-4o-mini\",\n", + " input=[\n", + " {\"role\": \"system\", \"content\": SYSTEM_INSTRUCTIONS},\n", + " {\"role\": \"user\", \"content\": prompt}\n", + " ],\n", + " text={\"format\": {\"type\": \"json_object\"}}\n", + " )\n", + " result = response.output_text\n", + " return eval(result)\n", + "\n", + "# Async wrapper that offloads the synchronous API call to a thread\n", + "async def generate_feedback_async(row):\n", + " return await asyncio.to_thread(sync_generate_feedback, row)\n", + "\n", + "# Process the CSV file by concurrently sending out requests via asyncio.gather\n", + "def process_and_enrich_csv(filepath, output_filepath):\n", + " df = pd.read_csv(filepath)\n", + " # Create asynchronous tasks for each row\n", + " tasks = [generate_feedback_async(row) for _, row in df.iterrows()]\n", + " # Use the existing (patched) event loop in the Jupyter notebook\n", + " loop = asyncio.get_event_loop()\n", + " feedback_results = loop.run_until_complete(tqdm_asyncio.gather(*tasks))\n", + " \n", + " # Convert results to DataFrame and update the original dataframe\n", + " feedback_df = pd.DataFrame(feedback_results)\n", + " df['Note'] = feedback_df['feedback']\n", + " df['Tag'] = feedback_df['tag']\n", + " df.to_csv(output_filepath, index=False)\n", + "\n", + "data_folder = os.path.join(os.path.dirname(os.getcwd()), \"basics_of_agents_sdk/data\")\n", + "raw_data_folder = os.path.join(data_folder, 'raw')\n", + "enriched_data_folder = os.path.join(data_folder, 'processed')\n", + "\n", + "# Loop through each CSV file in the raw data folder with a progress bar\n", + "for filename in tqdm(os.listdir(raw_data_folder), desc=\"Enriching golf shot data\"):\n", + " if filename.endswith('.csv'):\n", + " csv_path = os.path.join(raw_data_folder, filename)\n", + " output_filepath = os.path.join(enriched_data_folder, filename)\n", + " process_and_enrich_csv(csv_path, output_filepath)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Step 2: Upload Enriched Data to Vector Store\n", + "\n", + "Now that we have our enriched shot data, we need to upload it into our vector database using the File Search API. We'll read the processed CSV files and chunk the data into batches to avoid overwhelming the server and minimize the risk of receiving any `429` errors. \n", + "\n", + "As a best practice, we'll batch these uploads in manageable sizes (e.g., batches of 250 files/ row). The optimal batch size may vary depending on your specific use case and allocated resources.\n", + "\n", + "This step ensures stable and efficient data ingestion while preparing GolfMate to effectively handle user queries." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def upload_chunks_from_file(file_name, data_folder, purpose, max_retries=3, backoff_factor=2, use_cache=False):\n", + " filepath = os.path.join(data_folder, file_name)\n", + " if not os.path.exists(filepath):\n", + " print(f\"File {file_name} does not exist in {data_folder}.\")\n", + " return {}\n", + " df = pd.read_csv(filepath)\n", + " chunk_file_ids = {}\n", + " cache_path = os.path.join(data_folder, f\"{os.path.splitext(file_name)[0]}_upload_cache.json\")\n", + " if use_cache and os.path.exists(cache_path):\n", + " with open(cache_path, 'r', encoding='utf-8') as cache_file:\n", + " upload_cache = json.load(cache_file)\n", + " else:\n", + " upload_cache = {}\n", + " for i, row in df.iterrows():\n", + " temp_chunk_filename = os.path.splitext(file_name)[0] + f\"_chunk_{i}.txt\"\n", + " if use_cache and temp_chunk_filename in upload_cache:\n", + " chunk_file_ids[temp_chunk_filename] = upload_cache[temp_chunk_filename]\n", + " # uncomment below for more detailed logging\n", + " # print(f\"Skipping chunk {i} of {file_name}; already uploaded.\")\n", + " continue\n", + " chunk_text = row.to_json()\n", + " temp_chunk_filepath = os.path.join(data_folder, temp_chunk_filename)\n", + " with open(temp_chunk_filepath, 'w', encoding='utf-8') as f:\n", + " f.write(chunk_text)\n", + " chunk_file_id = None\n", + " for attempt in range(max_retries):\n", + " try:\n", + " with open(temp_chunk_filepath, 'rb') as f:\n", + " response = client.files.create(file=f, purpose=purpose)\n", + " chunk_file_id = response.id\n", + " # uncomment below for more detailed logging\n", + " # print(f\"Uploaded chunk {i} of {file_name} with id: {chunk_file_id}\")\n", + " break\n", + " except Exception as e:\n", + " sleep_time = backoff_factor * (2 ** attempt) + random.uniform(0, 0.1)\n", + " print(f\"Attempt {attempt+1} failed for chunk {i} of {file_name}: {e}\")\n", + " time.sleep(sleep_time)\n", + " if chunk_file_id:\n", + " chunk_file_ids[temp_chunk_filename] = chunk_file_id\n", + " if use_cache:\n", + " upload_cache[temp_chunk_filename] = chunk_file_id\n", + " with open(cache_path, 'w', encoding='utf-8') as cache_file:\n", + " json.dump(upload_cache, cache_file)\n", + " else:\n", + " print(f\"Failed to upload chunk {i} of {file_name} after {max_retries} attempts.\")\n", + " os.remove(temp_chunk_filepath)\n", + " return chunk_file_ids\n", + "\n", + "def upload_all_ready_chunks(data_folder, purpose='user_data'):\n", + " all_chunk_ids = {}\n", + " for file_name in tqdm(os.listdir(data_folder), desc='Uploading chunks'):\n", + " if file_name.endswith('.csv'):\n", + " chunk_ids = upload_chunks_from_file(file_name, data_folder, purpose, use_cache=True)\n", + " if chunk_ids:\n", + " all_chunk_ids[file_name] = chunk_ids\n", + " # uncomment below for more detailed logging\n", + " # print('All uploaded chunk file IDs:')\n", + " # for original_file, chunks in all_chunk_ids.items():\n", + " # # print(f\"{original_file}:\")\n", + " # for chunk_filename, chunk_id in chunks.items():\n", + " # print(f\" {chunk_filename}: {chunk_id}\")\n", + " return all_chunk_ids\n", + "\n", + "def chunk_list(input_list, chunk_size):\n", + " \"\"\"Splits a list into smaller chunks.\"\"\"\n", + " return [input_list[i:i + chunk_size] for i in range(0, len(input_list), chunk_size)]\n", + "\n", + "\n", + "def upload_to_vector_store(all_chunk_ids, vector_store_id, chunk_size=250):\n", + " all_file_ids = [chunk_id for file_chunks in all_chunk_ids.values() for chunk_id in file_chunks.values()]\n", + " file_id_batches = chunk_list(all_file_ids, chunk_size)\n", + " for idx, batch in enumerate(file_id_batches):\n", + " vector_store_batch = client.vector_stores.file_batches.create(\n", + " file_ids=batch,\n", + " vector_store_id=vector_store_id\n", + " )\n", + " print(f\"Uploaded batch {idx + 1}/{len(file_id_batches)}: {vector_store_batch.id}, Status: {vector_store_batch.status}\")\n", + "\n", + "\n", + "SHOT_DATA_VECTOR_STORE_ID = os.getenv('SHOT_DATA_VECTOR_STORE_ID')\n", + "data_folder = os.path.join(os.path.dirname(os.getcwd()), \"basics_of_agents_sdk/data\")\n", + "enriched_data_folder = os.path.join(data_folder, 'processed')\n", + "all_chunk_ids = upload_all_ready_chunks(enriched_data_folder)\n", + "upload_to_vector_store(all_chunk_ids, SHOT_DATA_VECTOR_STORE_ID)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Congratulations—Your Vector Store is Set Up!\n", + "\n", + "Great job setting up your vector store! Depending on the volume of files you've uploaded, processing might take a few minutes. You can monitor the status and ensure all your files have been successfully processed by checking for completion or any ingestion errors:\n", + "\n", + "- Verify file processing using the [Vector Store status page](https://platform.openai.com/docs/guides/tools-file-search).\n", + "- Monitor for potential server overload (e.g., HTTP 429 errors) and adjust your batch sizes as needed. This can typically happen if you're hitting making too many requests to the API in a short period of time (initial data uploads into the vector store).\n", + "\n", + "With the vector store ready, we're now prepared to build out the GolfMate agents!\n", + "\n", + "## Agent Setup\n", + "\n", + "With our vector store now ready, we can begin building the agents that power GolfMate. Below is an overview of the initial setup process, including the necessary imports and configurations.\n", + "\n", + "### Step 3: Setting up GolfMate Agents\n", + "\n", + "We'll start by importing essential libraries and initializing our agents. Here’s the basic setup:\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "from agents import Agent, Runner, FileSearchTool, WebSearchTool, OpenAIResponsesModel\n", + "from agents.extensions.handoff_prompt import RECOMMENDED_PROMPT_PREFIX\n", + "import openai\n", + "import os\n", + "from dotenv import load_dotenv\n", + "load_dotenv()\n", + "\n", + "SHOT_DATA_VECTOR_STORE_ID = os.getenv('SHOT_DATA_VECTOR_STORE_ID')\n", + "\n", + "TRIAGE_AGENT_INSTRUCTIONS = f\"\"\"\n", + "{RECOMMENDED_PROMPT_PREFIX}\n", + "You are GolfNavigator, a knowledgeable golf assistant specializing in understanding what the golfer wants to do and you route them to the appropriate service. Your primary responsibilities are to:\n", + "\t1.\tEngage with the User:\n", + "\t •\tInitiate friendly and informed conversation using accurate golf terminology.\n", + "\t2.\tUnderstand Intent:\n", + "\t •\tAnalyze the user’s input to determine if they require detailed analysis of shot data and a tailored practice plan, or if they are looking for course recommendations.\n", + "\t •\tRecognize keywords and phrases related to practice sessions (e.g., ‘practice’, ‘drills’, ‘shot data analysis’) or tee times (e.g., ‘play’, ‘course’, ‘round’, ‘weather’).\n", + "\t3.\tRoute the Request:\n", + "\t •\tIf the user’s inquiry involves reviewing shot data, performance analysis, or developing a practice regimen, forward the request to the transfer_to_practice_planner agent.\n", + "\t •\tIf the user is interested in course recommendations based on their skills, availability, weather conditions, and a predicted score, forward the inquiry to the transfer_to_score_predictor_course_finder agent, ensuring up to 3 course options are provided.\n", + "\t4.\tMaintain Golf Expertise:\n", + "\t •\tUse golf-specific language naturally and confidently.\n", + "\t •\tProvide contextually relevant insights about golf techniques, course conditions, and performance metrics when engaging with the user.\n", + "\n", + "By following these guidelines, you ensure that the user is efficiently directed to the correct specialist while maintaining a high level of golf expertise.\n", + "\"\"\"\n", + "\n", + "PRACTICE_PLANNER_AGENT_INSTRUCTIONS = \"\"\"\n", + "You are PracticePlanner Pro, a seasoned industry veteran and dedicated golf instructor with decades of experience, specializing in creating custom practice plans for players of all handicap levels. Your task is to analyze the user’s shot data and extract relevant patterns and trends to create a structured, single-day driving range session plan. Your practice plan should include a section-by-section breakdown of drills and exercises, with clear explanations of what to work on and the benefits of each drill.\n", + "\n", + "Your responsibilities include:\n", + "\t1.\tData Analysis:\n", + "\t •\tThoroughly review the user’s shot data to identify recurring issues, strengths, and areas for improvement.\n", + "\t •\tCorrelate specific shot types, distances, or errors to tailor the practice drills accordingly.\n", + "\t2.\tPlan Structure:\n", + "\t •\tDevelop a comprehensive, single-day driving range session plan that is detailed and easy to follow.\n", + "\t •\tDivide the session into clear segments (e.g., warm-up, skill-specific drills, focused practice on weaknesses, cool-down, etc.).\n", + "\t3.\tDrill Breakdown:\n", + "\t •\tFor each section, provide:\n", + "\t •\tDrill Name & Description: What the drill involves.\n", + "\t •\tObjective: What skill or aspect of the game is being targeted.\n", + "\t •\tBenefits: How the drill will improve the golfer’s performance (e.g., better shot consistency, improved swing mechanics, increased accuracy).\n", + "\t •\tEnsure that the drills are practical and can be executed during a typical driving range session.\n", + "\t4.\tExpert Guidance:\n", + "\t •\tUse language that reflects your expertise as a veteran instructor.\n", + "\t •\tInclude insights and tips that demonstrate your deep understanding of golf techniques and performance optimization.\n", + "\t •\tConsider the varied needs of players across different handicap levels, ensuring drills can be adjusted for beginners and advanced players alike.\n", + "\t5.\tUser Engagement:\n", + "\t •\tWhen necessary, ask clarifying questions about the user’s data to ensure that your recommendations are as accurate and personalized as possible.\n", + "\t •\tOffer suggestions for follow-up sessions or further analysis if the shot data indicates persistent issues.\n", + "\n", + "By following these instructions, you will provide the golfer with a detailed, actionable practice session plan that leverages their shot data to target specific improvements and ultimately enhance their game.\n", + "\"\"\"\n", + "\n", + "SCORE_PREDICTOR_COURSE_FINDER_AGENT_INSTRUCTIONS = \"\"\"\n", + "You are TeeTimeFinder, a specialized assistant dedicated to delivering personalized golf course recommendations and predictive scoring. Your responsibilities are as follows:\n", + "\n", + "1. Course Recommendations:\n", + "\t•\tSelection: Identify and select up to 3 golf courses near the user’s location.\n", + "\t•\tData Retrieval: \n", + "\t •\tUse the web search tool to obtain current, accurate details for each course, including:\n", + "\t •\tCourse name\n", + "\t •\tLocation\n", + "\t •\tSlope rating\n", + "\t •\tCourse rating\n", + "\t •\tAccuracy: Ensure all course details are up-to-date to provide the best recommendations.\n", + " •\tYou can use the FileSearch tool to get the course details from the user's shot data\n", + "\n", + "2. Score Prediction:\n", + "\t•\tCalculation: Predict the user’s score by analyzing:\n", + "\t•\tTheir personal shot data that you have access to in the FileSearch\n", + "\t•\tExpected weather conditions on the specified play date\n", + "\t•\tCourse-specific metrics (slope and rating)\n", + "\t•\tExplanation: Provide a brief explanation of how factors (weather, shot data, slope, and course rating) interact. For example, note that “High winds combined with a steep slope might result in a slightly higher predicted score.”\n", + "\t•\tOutput: Include the predicted score alongside each recommended course.\n", + "\n", + "3. Club Distance Recommendations:\n", + "\t•\tData Presentation: Provide a Markdown table listing the recommended distances for each club.\n", + "\t•\tContent Details:\n", + "\t •\tFor clubs where existing shot data is available, show the known distance (e.g., “PW – 120 yards”).\n", + "\t •\tFor clubs without shot data, offer a reasoned prediction based on your expertise.\n", + "\t•\tTable Requirements: Only include clubs for which you have verifiable data or can credibly predict a distance.\n", + "\n", + "4. Data Collection & Clarification:\n", + "\t•\tClarification: Ask the user for any missing required information to ensure accurate recommendations and predictions.\n", + "\n", + "5. Integration of Data:\n", + "\t•\tMerging Insights: Combine the user’s shot data, weather forecasts, and course metrics (slope and rating) to refine both your course recommendations and score predictions.\n", + "\t•\tPresentation: Organize all details clearly and logically.\n", + "\n", + "6. Communication & Presentation:\n", + "\t•\tCourse Details: Present the recommended golf courses along with key details (name, location, slope, course rating) in a clear, concise manner.\n", + "\t•\tScore Prediction: Include the predicted score for each course, with a short rationale explaining the prediction.\n", + "\t•\tClub Distance Table: Display the club distance recommendations using a well-formatted Markdown table.\n", + "\n", + "7. Expert Guidance:\n", + "\t•\tKnowledge Base: Utilize your expertise in golf, player performance, and environmental factors to deliver trustworthy and tailored advice.\n", + "\t•\tProfessional Tone: Maintain a clear, professional tone using accurate golf terminology to build confidence in your recommendations.\n", + "\n", + "By following these refined instructions, you will deliver a comprehensive, personalized experience that includes current course recommendations, detailed score predictions, and a practical club distance table—all while ensuring all necessary user data is collected before proceeding\n", + "\"\"\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### ⚠️ Best Practices on Prompts:\n", + "- Start your agent instructions with [`{RECOMMENDED_PROMPT_PREFIX}`](https://openai.github.io/openai-agents-python/ref/extensions/handoff_prompt/) to standardize communication patterns across agents and ensure smooth handoff transitions. This prefix comes as a part of the Agents SDK and helps with setting more general system context in agentic workflows.\n", + "- Customize subsequent instructions clearly based on each agent's specific role and responsibilities.\n", + "\n", + "With these basics established, you’re ready to dive deeper into building specialized agents for GolfMate!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Step 4: Defining the Golfmate Agents\n", + "\n", + "Next, we'll define our specialized agents—each with clearly delineated roles, responsibilities, and the specific tools they’ll use to perform their tasks effectively:" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "practice_planner_agent = Agent(\n", + " name=\"Practice Planner\",\n", + " instructions=PRACTICE_PLANNER_AGENT_INSTRUCTIONS,\n", + " handoffs=[],\n", + " tools=[\n", + " FileSearchTool(\n", + " vector_store_ids=[SHOT_DATA_VECTOR_STORE_ID],\n", + " )\n", + " ]\n", + ")\n", + "\n", + "score_predictor_course_findger_agent = Agent(\n", + " name=\"Tee Time Finder\",\n", + " instructions=SCORE_PREDICTOR_COURSE_FINDER_AGENT_INSTRUCTIONS,\n", + " model=OpenAIResponsesModel(model=\"gpt-4o\", openai_client=openai.AsyncOpenAI()),\n", + " tools=[\n", + " WebSearchTool(),\n", + " FileSearchTool(\n", + " vector_store_ids=[SHOT_DATA_VECTOR_STORE_ID],\n", + " )\n", + " ]\n", + ")\n", + "\n", + "triage_agent = Agent(\n", + " name=\"Orchestrator\",\n", + " instructions=TRIAGE_AGENT_INSTRUCTIONS,\n", + " model=OpenAIResponsesModel(model=\"gpt-4o-mini\", openai_client=openai.AsyncOpenAI()),\n", + " handoffs=[practice_planner_agent, score_predictor_course_findger_agent]\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Step 3: Run Agent Loop\n", + "\n", + "The main loop continuously captures user inputs, sends them to the Orchestrator Agent, and displays the agent's response. Users can interact seamlessly, receiving immediate feedback and recommendations.\n", + "\n", + "Here's how the interaction loop functions:\n", + "\n", + "- Continuously waits for user input.\n", + "- Processes input asynchronously, passing the query to the Orchestrator Agent.\n", + "- Displays the agent's response clearly.\n", + "- Allows users to exit the loop gracefully by typing commands like `exit` or `quit`.\n", + "\n", + "Here's the complete implementation:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import asyncio\n", + "import nest_asyncio\n", + "nest_asyncio.apply() # Allows nested event loops in Jupyter\n", + "import ipywidgets as widgets\n", + "from IPython.display import display\n", + "conversation = []\n", + "\n", + "# Create a text widget for user input\n", + "user_input_box = widgets.Text(\n", + " value='',\n", + " placeholder='Hey, it\\'s GolfMate here, how can I help you?',\n", + " description='User:',\n", + " disabled=False,\n", + " continuous_update=False,\n", + " layout=widgets.Layout(width='80%') \n", + ")\n", + "\n", + "# Create an output widget to display conversation\n", + "output_area = widgets.Output(\n", + " layout=widgets.Layout(width='100%', overflow_x='auto')\n", + ")\n", + "\n", + "async def handle_user_input_async(user_text):\n", + " global conversation\n", + " \n", + " # Check for exit\n", + " if user_text.lower() in ('exit', 'quit'):\n", + " with output_area:\n", + " print(\"Exiting the program. Goodbye!\\n\")\n", + " user_input_box.disabled = True\n", + " return\n", + "\n", + " # Add the user's message to the conversation history\n", + " conversation.append({\"role\": \"user\", \"content\": user_text})\n", + "\n", + " # main agent loop\n", + " output = await Runner.run(triage_agent, conversation)\n", + "\n", + " # Display the agent's response\n", + " with output_area:\n", + " output_area.append_stdout(\"Agent: \" + output.final_output + \"\\n\"\n", + " )\n", + " # Update conversation history to include the agent's output\n", + " conversation[:] = output.to_input_list()\n", + "\n", + "def on_text_submit(change):\n", + " # Only process non-empty submissions.\n", + " if change['name'] == 'value' and change['type'] == 'change' and change['new'].strip():\n", + " user_text = change['new']\n", + " # Append the user's input to the output area before processing the agent's response\n", + " with output_area:\n", + " print(\"User: \" + user_text)\n", + " # Clear the input box immediately to avoid duplicate events.\n", + " user_input_box.value = ''\n", + " asyncio.create_task(handle_user_input_async(user_text))\n", + "\n", + "# Observe 'value' changes in the text widget\n", + "user_input_box.observe(on_text_submit, names='value')\n", + "\n", + "display(output_area, user_input_box)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Wrapping Up\n", + "\n", + "Congratulations! You've successfully built **GolfMate**, an interactive, agent-powered golf assistant leveraging OpenAI's latest APIs and Agents SDK. Throughout this guide, you've learned how to orchestrate a multistage agent workflow.\n", + "\n", + "### Key Features Used:\n", + "- **Agents SDK**: Simplified the orchestration of multiple specialized agents—such as the Triage Agent, Practice Planner Agent, and Score Predictor & Course Finder Agent—each handling different specialized tasks efficiently.\n", + "- **Responses API**: Enabled the agents to interact with OpenAI's models naturally and provide concise, structured responses tailored to specific queries.\n", + "- **File Search API**: Served as a semantic vector database for storing and retrieving enriched shot data, significantly improving the accuracy and relevance of agent recommendations.\n", + "- **Web Search API**: Allowed real-time retrieval of up-to-date course information, weather conditions, and other relevant details critical for accurate score predictions and course recommendations.\n", + "\n", + "### Agent SDK Insights & Best Practices:\n", + "- **Agentic Architecture**: Clearly defined, specialized agents facilitate scalability and maintainability by delegating tasks according to expertise and responsibility.\n", + "- **Data Enrichment**: Using models like `gpt-4o-mini` to enrich raw data adds valuable semantic context, dramatically enhancing the performance of vector-based queries.\n", + "- **Prompt Engineering**: Incorporating a standardized prompt structure (`RECOMMENDED_PROMPT_PREFIX`) ensures consistent and efficient communication between agents.\n", + "- **Optimal Data Handling**: Proper chunking and batching of data uploads reduce server load, prevent potential errors (such as HTTP 429), and ensure smoother API interactions.\n", + "\n", + "\n", + "We're very excited for you to continue building on the Agents SDK and and explore new possibilities for creating intelligent, specialized agents tailored to your unique applications.\n", + "\n", + "Happy golfing! ⛳️" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "basics_agent_sdk", + "language": "python", + "name": "basics_agent_sdk" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_0.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_0.csv new file mode 100644 index 0000000000..67fcfed253 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_0.csv @@ -0,0 +1,35 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +1/4/25 17:01:39,Brian,,7 Iron,74.0202231860161,2.68,5.99,10.18,4.19,100.3937049153983,1.3563010295592393,20.670000076293945,9.109999656677246,3501.38671875,-366.1570434570313,3520.47998046875,Measured,5.96999979019165,22.769027884048228,143.3070751580835,11.920000076293944,29.5931744194761,156.28827598402495,12.010000228881836,32.524058308632675,"Your shot data shows that your ball speed and carry distance are decent for a 7 iron, but the spin rate is quite high, which could be affecting your distance and accuracy. The club path and face angle are also fairly open, leading to hooks. To improve, focus on keeping the club path more neutral and closing the face at impact. Gradually lowering your backspin will also help with your distance.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:02:08,Brian,,7 Iron,75.8545109772682,-3.13,3.87,5.76,1.89,100.17000616237785,1.320554372730666,18.059999465942383,5.21999979019165,3549.349365234375,61.95412063598633,3549.889892578125,Measured,-1.0,19.22572114945501,140.02623535724888,5.179999828338623,12.631233441803602,154.1666635761976,5.110000133514404,13.735783091726148,"Your club speed is solid, but we need to work on your club face being more square at impact. Right now, you're hitting with a closed face which is causing the ball to start left and spin a bit. Focus on keeping your face square to your target line. Additionally, aim to reduce the backspin for better distance and control. A good start would be to practice a slow motion swing to feel the correct position at impact.",slow motion swing,1.1509776,69.998,97.22,0 +1/4/25 17:02:52,Jason,,7 Iron,75.74266416072845,-4.96,7.18,5.95,-1.2299999999999995,87.15103739980805,1.1506201737883242,12.739999771118164,5.789999961853027,2423.862548828125,1189.5369873046875,2700.02001953125,Estimated,-26.13999938964844,6.791338429445773,91.80883042258029,0.9200000166893004,1.4654418142094272,122.10192292311784,-0.3499999940395355,-0.7545931515845936,"Your shot shows decent distance, but the attack angle is too negative, leading to a lower ball flight. Your club path is quite open, which is contributing to some sidespin. Try to focus on making a more upward strike on the ball to improve your launch angle and reduce sidespin.",attack angle drill,1.1509776,69.998,97.22,0 +1/4/25 17:03:49,Herald,,7 Iron,75.98872715711593,4.53,5.91,5.2,-0.71,96.94882091799718,1.2758316206237237,14.489999771118164,5.010000228881836,4544.12060546875,-699.406982421875,4597.6298828125,Measured,8.75,13.976377259529386,124.94531574845314,8.289999961853027,18.011809755657623,138.9107534961522,8.550000190734863,20.65835394510032,"Your club speed is solid, but the ball flight shows that you're launching it a bit high with a lot of backspin. This causes your shots to not carry as far as they could. Try to work on your swing path and face angle to help get more distance and a straighter ball flight. Keep an eye on your follow-through as well to promote a more balanced finish.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:04:58,Jason,,7 Iron,77.08482595920563,7.36,3.77,3.15,-0.6200000000000001,102.56352735367,1.3305281042983486,,3.059999942779541,1918.6400146484373,0.0,1918.6400146484373,Measured,-0.0,,,,,,,,"Your club speed is good for a 7 iron, but there's room for improvement in your attack angle and club path. A 7-degree attack angle is a bit steep; try to flatten it out a bit to help improve consistency and distance. Focus on keeping the club path more neutral to ensure better ball flight and direction.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:05:42,Brian,,7 Iron,34.29223395109177,0.0,0.0,0.0,0.0,41.40569199501488,1.207436414147543,17.260000228881836,-2.190000057220459,3052.550048828125,0.0,3052.550048828125,Estimated,-0.0,2.00131232544193,23.61111060021221,-2.2100000381469727,-0.9076989933126144,29.046367786003657,-2.2100000381469727,-1.1154855114247653,"Your shot data shows a club speed of 34 mph, which is a bit on the slower side. This suggests that you could benefit from focusing on your swing speed to help increase your distance. Additionally, your attack angle and club path are both at 0 degrees, meaning you’re hitting the ball flat. Working on a more positive attack angle could help you launch the ball higher and carry it further. Finally, your spin rate is quite high, which can lead to a loss of distance. Lowering that spin while maintaining a good launch will help improve your overall carry and total distance.",swing speed drill,1.1509776,69.998,97.22,0 +1/4/25 17:08:56,Jason,,7 Iron,75.7650335240364,-4.19,6.9,10.15,3.25,98.76074241790592,1.3035134787681992,19.32999992370605,9.199999809265137,5117.85595703125,573.155029296875,5149.85009765625,Measured,-6.389999866485596,21.795712743955846,133.79264307310586,7.320000171661377,17.03849461556524,143.50393422348498,7.090000152587891,17.71653575886785,"Your shot shows a good club speed, but the attack angle of -4.19 degrees indicates you're hitting down on the ball more than necessary, which can lead to higher spin rates and less distance. To improve your strike and reduce backspin, try to focus on hitting the ball with a more level or slightly upward angle. Your launch angle and carry distance are decent, but working on your swing path will help you hit straighter shots.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:09:17,Brian,,7 Iron,76.39137569665908,2.79,3.26,6.68,3.42,104.35308324489417,1.36603225551622,15.020000457763672,5.889999866485596,3443.570556640625,-523.865234375,3483.18994140625,Measured,8.649999618530273,16.46981625908836,143.90856579234605,9.100000381469728,22.747155118092905,159.72222097474332,9.34000015258789,25.92956955803038,"Your 7 iron shot shows decent power and a solid launch angle. However, the club path is too far to the right (3.26°) while the face is open relative to that path (6.68°), leading to a noticeable slice (side spin). Focus on aligning your stance more towards the target to improve your swing path and face angle. This will help straighten out your shots and improve consistency.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:09:48,Jason,,7 Iron,76.34663697004319,0.35,2.09,6.56,4.47,102.6306412461936,1.3442719328483803,14.199999809265137,5.650000095367432,5386.2978515625,-1082.1553955078125,5493.93017578125,Measured,11.359999656677246,16.611985065994418,135.00655446690325,10.56999969482422,24.770340079121297,146.5879149589182,10.880000114440918,27.66841481934489,"Your shot data shows a decent club speed and ball speed, but the club face angle is significantly closed at impact (6.56 degrees). This is likely causing the ball to curve to the left (a hook). Additionally, the backspin is quite high, which may be impacting your distance. Focus on keeping the club face more square at impact and try to lower the backspin for better distance. You might also want to work on your follow-through to help with your direction.",club face drill,1.1509776,69.998,97.22,0 +1/4/25 17:10:26,Lauren,,7 Iron,77.77827622175218,4.0,8.51,9.9,1.3900000000000006,99.7002515808872,1.2818521626351511,17.15999984741211,9.199999809265137,4462.1337890625,-68.5388412475586,4462.66015625,Measured,0.8799999952316284,18.76640349390209,135.8595798237502,10.130000114440918,23.895450299926097,147.85651035350566,10.09000015258789,25.907698877976827,"Your club speed and ball speed are good, but your attack angle and club path suggest you're swinging too far out to the right, which can lead to inconsistent shots. Focus on bringing the club back more in line with your target to improve accuracy and consistency.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:11:02,Brian,,7 Iron,78.15855539798736,-0.86,0.0,8.39,8.39,101.8924481610784,1.303663401175173,19.26000022888184,6.889999866485596,3065.061767578125,844.2586059570312,3179.2099609375,Measured,-15.399999618530272,20.822397603863465,151.7607177263617,1.8899999856948853,4.997812817669285,160.95799261908542,1.590000033378601,4.472878428676722,"Your shot data looks pretty solid overall. Your club speed is good for a 7 iron, but the slightly negative attack angle (-0.86 degrees) indicates you're hitting it a bit too level or even downward. This can lower your launch and distance. Your launch angle (19.26 degrees) is decent, but with a smoother upward attack angle, you might get a higher ball flight and more distance. Also, the good amount of backspin (3065 rpm) is great for stopping the ball on greens, but too much can make it harder to get distance. Focus on getting your club to the ball on a more upward angle to improve your launch and carry. Keep practicing your swing path! ",attack angle drill,1.1509776,69.998,97.22,0 +1/4/25 17:11:34,Brian,,7 Iron,74.75841217517853,-7.65,5.18,12.54,7.359999999999999,101.0871497166745,1.3521842796741168,20.13999938964844,10.949999809265137,5946.2509765625,-999.3291015625,6029.64013671875,Measured,9.539999961853027,24.27821536053716,135.586176507014,16.34000015258789,38.13429345026316,143.70077660167226,16.459999084472656,40.71522142774165,"Your club speed is solid, but the attack angle is too steep, which can cause high backspin and issues with control. Focus on leveling out your swing and ensure your clubface is more square at impact to improve accuracy. Also, try to reduce the side spin to keep the ball straighter.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:12:19,Herald,,7 Iron,77.06245659589769,2.03,8.51,12.66,4.15,102.42931663509262,1.329172740653914,19.489999771118164,11.460000038146973,5727.10986328125,-377.3823547363281,5739.52978515625,Measured,3.7699999809265137,24.35476795547902,139.04199009188414,14.270000457763672,34.262903569947184,147.76901928968437,14.260000228881836,36.40638665782808,"Your swing shows a strong club speed, but your club path and face angle are leading to a significant slice (ball curving to the right). Focus on aligning your body and club face to improve your direction. Additionally, your backspin is quite high, which may make the ball stall in the air. Aim for a flatter attack angle to help with distance and control.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:14:29,Brian,,7 Iron,69.5016117978096,-2.54,2.27,16.1,13.830000000000002,91.22226083919668,1.3125200765785927,21.96999931335449,13.510000228881836,2902.048583984375,-1132.044921875,3115.030029296875,Measured,21.309999465942383,18.274276689416183,122.7690276834428,20.6200008392334,43.23053110735418,137.79527163505554,21.209999084472656,49.85782900688946,"Your shot shows a good club speed, but the face angle is significantly open (16.1 degrees), which can cause the ball to slice. Focus on closing the club face a bit at impact. Additionally, your attack angle is slightly down, which is okay for a 7-iron but try to improve that to a more neutral position for better control and distance. Practicing with a drill that emphasizes better club face alignment will help.",face alignment drill,1.1509776,69.998,97.22,0 +1/4/25 17:15:13,Jason,,7 Iron,72.34252093791963,-0.88,6.2,11.71,5.510000000000001,98.8502133858792,1.3664192525265608,21.020000457763672,10.399999618530272,3060.2841796875,906.4973754882812,3191.719970703125,Measured,-16.5,21.773839978000524,140.04811229500774,5.510000228881836,13.451443392012266,155.11810177853113,4.940000057220459,13.342081648137423,"Great job swinging your 7 iron! You're generating solid club speed and distance. However, the face angle at impact is quite open, which is causing the ball to slice (it’s curving to the right for a right-handed golfer). To improve, focus on aligning your clubface square to your target line at impact. Additionally, try to bring your attack angle to a more neutral position to optimize your strike. This will help with both distance and direction.",face alignment drill,1.1509776,69.998,97.22,0 +1/4/25 17:15:53,Brian,,7 Iron,70.77666550636292,-1.14,8.74,11.95,3.209999999999999,79.03096466295028,1.1166245837880748,10.029999732971191,10.90999984741211,1329.18798828125,-763.39111328125,1532.81005859375,Estimated,29.8700008392334,2.8871391394590944,57.98337591403424,13.56999969482422,13.604548581895983,95.15529269308443,14.59000015258789,23.982939277845617,"Your swing speed is decent for a 7-iron, but your club path is significantly out to the right, which is causing your shots to slice. Focus on bringing the club path more in line with your target. Also, a lower attack angle can help you achieve a higher launch, which will boost your carry distance. Work on your swing mechanics to improve your consistency.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:16:35,Lauren,,7 Iron,75.60844798088073,-1.91,10.53,15.5,4.970000000000001,100.66213488578796,1.3313609467455625,21.75,14.050000190734863,3610.933837890625,54.833946228027344,3611.35009765625,Measured,-0.8700000047683716,24.71566025013476,144.29133711066245,14.84000015258789,36.964127588376414,156.51792542524345,14.699999809265137,39.73097199057338,"Your shot data shows good ball speed and distance, but the club face is significantly open at impact, which is causing an exaggerated rightward direction. To improve accuracy, focus on aligning your club face closer to the path you want to swing. Additionally, try to have a more neutral attack angle to maximize distance and control.",club face alignment drill,1.1509776,69.998,97.22,0 +1/4/25 17:19:35,Jason,,7 Iron,72.23067412137985,-4.34,3.57,7.95,4.380000000000001,95.71850764270675,1.325178102060308,17.229999542236328,6.980000019073486,5281.81787109375,18.43709754943848,5281.85009765625,Measured,-0.2000000029802322,17.661853843979543,125.86394688775545,7.360000133514404,16.130795687437057,136.417316582495,7.309999942779541,17.355642421261223,"Your club speed is decent, but your attack angle is quite negative, which can lead to a lower launch and increased spin. Work on keeping the club face more square to your path to improve accuracy. Try to increase your launch angle slightly for better distance. A drill I recommend is the 'swing path drill' to help with your club path and face alignment.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:19:52,Jason,,7 Iron,72.49910648107527,-1.61,3.62,3.62,0.0,106.1202564609639,1.4637457151098114,17.81999969482422,3.430000066757202,2836.89111328125,1011.8453979492188,3011.93994140625,Measured,-19.6299991607666,20.01312195073069,159.23009834206096,-3.109999895095825,-8.639544913159682,169.236653059721,-3.470000028610229,-10.25809256909713,"You've got a decent swing speed and your ball is going pretty far! However, your shot is slightly pulling to the left because of the club path and face alignment. Focus on aligning your clubface more towards your target at impact. This will help straighten out your shots and possibly add some distance.",alignment drill,1.1509776,69.998,97.22,0 +1/4/25 17:20:10,Jason,,7 Iron,72.83464693069459,-0.42,3.71,8.62,4.909999999999999,101.1318894672786,1.3885134853953518,18.6299991607666,7.550000190734863,3741.154541015625,491.8680114746094,3773.35009765625,Measured,-7.489999771118164,20.713035859988626,142.0822336390138,5.300000190734863,13.134295586316284,155.18371590459356,5.039999961853027,13.626421347851306,"Overall, your shot data shows good speed and distance with a few areas for improvement. Your club speed is solid, but work on your attack angle, which is slightly negative, to help the ball get more lift. The ball is also spinning quite a bit, indicating a need to square the face better at impact. Focus on keeping your club face more aligned with your swing path to reduce the face angle and sidespin for straighter shots. The launch angle is decent but could benefit from optimizing your attack angle.",face alignment drill,1.1509776,69.998,97.22,0 +1/4/25 17:20:39,Jason,,7 Iron,78.42698775768281,-0.16,7.31,5.66,-1.6499999999999997,107.86507260158396,1.3753565664775562,20.65999984741211,5.559999942779541,3755.84765625,-218.5339508056641,3762.199951171875,Measured,3.3299999237060547,27.44969341749697,158.27864345251328,7.380000114440918,20.34120718235522,170.30838938890702,7.420000076293945,22.00349984872787,"Great job on your shot! Your club speed is solid, and your carry distance of 158 yards shows you're making good contact. To improve accuracy, focus on straightening your club path, which is slightly out to the right. Work on getting your attack angle level for better launch. The backspin is a bit high; reduce it to gain more distance. Overall, keep practicing your consistency!",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:21:10,Brian,,7 Iron,78.15855539798736,-1.22,3.08,8.78,5.699999999999999,103.70436966098714,1.3268460392201364,19.170000076293945,7.599999904632568,3519.8486328125,75.57413482666016,3520.659912109375,Measured,-1.2300000190734863,22.561240779276204,149.19071987415555,7.659999847412109,19.89282590977996,162.90463958648434,7.570000171661377,21.456693215255427,"Your club speed is decent, and the carry distance shows potential. However, your attack angle is quite negative, meaning you're hitting down on the ball too much. This can lead to excessive backspin, which may affect your distance and accuracy. Focus on hitting the ball with a more neutral or slightly upward angle. Additionally, the clubface is open to the path, which can cause your shots to drift right. Work on aligning the clubface better at impact. Overall, you have a good foundation to build on.",attack angle adjustment,1.1509776,69.998,97.22,0 +1/4/25 17:21:44,Jason,,7 Iron,79.76914955615996,1.31,5.92,7.58,1.66,100.79635413760025,1.2636007115336798,16.489999771118164,6.96999979019165,5189.10693359375,556.3875732421875,5218.85009765625,Measured,-6.119999885559082,19.07261595957129,135.34558025330898,4.96999979019165,11.723534513675418,146.0629852632046,4.760000228881836,12.117234914313258,"Your shot data shows that you have decent speed and carry distance with your 7 iron. However, the club path and face angle indicate that your shot is aiming to the right of the target. To improve accuracy, focus on aligning your club face more squarely to your target line. Consider practicing your swing path to ensure you're making consistent contact and aiming straight.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:21:47,Herald,,7 Iron,0.0,0.0,0.0,0.0,0.0,68.15944846335015,inf,,-3.9700000286102295,2198.419921875,0.0,2198.419921875,Estimated,-0.0,,,,,,,,"It seems like there was an issue with your swing metrics, as many important readings are missing or invalid. However, your ball speed indicates that when you do make contact, the ball is moving fairly well. Focus on making clean contact with the ball, and try to ensure your club is swinging through the ball properly. A good practice drill to help would be to work on your setup and balance before you swing, as well as follow through to get a consistent swing.",setup and balance drill,1.1509776,69.998,97.22,0 +1/4/25 17:23:23,Lauren,,7 Iron,77.26378086566925,-5.61,11.67,15.48,3.810000000000001,104.12938449187368,1.3477127746688056,22.26000022888184,14.18000030517578,4497.3525390625,-15.698784828186035,4497.3798828125,Measured,0.2000000029802322,28.41207217461169,147.55029997373822,15.710000038146973,39.949691306519526,157.3381353754521,15.59000015258789,42.27908873321712,"Your club speed is solid, but your attack angle indicates you're hitting down on the ball too much. This can lead to a higher likelihood of mis-hits. Work on bringing the club back more on a level plane and aim to minimize that downward angle. Also, your club path and face angle suggest you're cutting across the ball, which may cause fades or slices. Focus on creating a more inside-to-out swing path to promote straighter shots.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:26:45,Brian,,7 Iron,80.3731223654747,-2.1,4.78,8.31,3.53,108.44667229296738,1.3492902739280914,19.290000915527344,7.420000076293945,3568.644287109375,344.2499694824219,3585.2099609375,Measured,-5.510000228881836,25.40463569051326,159.28476565563687,5.829999923706055,16.163603793419156,173.32677268549196,5.610000133514404,16.94006925466806,"Your club speed is solid for a 7-iron, but your attack angle is a bit negative, which means you're hitting down on the ball more than ideal. This can lead to a loss of distance and higher spin. Additionally, the club path and face angle indicate that you may be promoting a slight fade (the ball curves right for right-handed golfers). Focus on leveling out your swing to achieve a more neutral attack angle, and aim to align your clubface closer to your path for better accuracy.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:27:09,Lauren,,7 Iron,78.8520056605339,-3.03,5.14,11.55,6.410000000000001,101.62401819068872,1.2887943348986035,20.450000762939453,10.130000114440918,2752.31591796875,17.293537139892578,2752.3701171875,Measured,-0.3600000143051147,22.123795889678604,148.9391934951782,10.619999885559082,27.44969341749697,165.2012174347401,10.529999732971191,30.194662967836848,"Your club speed is good, but your attack angle is negative, which means you're hitting down on the ball too much. This can lead to lower launch angles and increased spin, making it harder to get the ball airborne. Try to create a more sweeping motion through impact to improve your launch angle. Also, the club path and face angle are off, which could be contributing to the deviation in your shot. Work on aligning your club face with your path for more consistency.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:27:30,Herald,,7 Iron,78.51646521091462,-1.22,7.83,5.65,-2.18,107.21635901767696,1.3655270742215322,15.399999618530272,5.619999885559082,5683.70947265625,371.5337524414063,5695.83984375,Measured,-3.740000009536743,21.259842493461065,146.11766926399469,4.389999866485596,11.187663220229751,155.99299572952987,4.260000228881836,11.581364663818476,"Your shot data shows you have solid club speed and decent carry distance. However, your angle of attack is slightly negative, which might be causing some unnecessary backspin. Try to make contact with the ball more on the upswing to help launch it higher with less spin. Additionally, your face is open to the path, which can create a slice. Focus on aligning your clubface more towards your target at impact.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:28:08,Brian,,7 Iron,80.64155472517012,-4.62,1.85,12.35,10.5,107.79795870906035,1.33675446953423,19.76000022888184,10.380000114440918,4219.5859375,5.891656398773193,4219.58984375,Measured,-0.0799999982118606,26.64041985026597,160.40025586034062,11.229999542236328,31.22265793691577,167.56342609627245,11.170000076293944,32.46937847964614,"Your shot data shows you have a decent club speed and ball speed, but the attack angle is quite low, which can lead to lower launch and higher backspin. This might affect your distance and trajectory. Work on improving your attack angle to be closer to neutral or slightly positive. This will help you launch the ball higher with less spin for better carry and overall distance.",attack angle drill,1.1509776,69.998,97.22,0 +1/4/25 17:28:22,Brian,,7 Iron,0.0,0.0,0.0,0.0,0.0,101.55691283140004,inf,16.780000686645508,-6.110000133514404,6115.06005859375,0.0,6115.06005859375,Estimated,-0.0,20.60367411611378,135.27995778363947,-6.599999904632568,-15.551180947982516,144.28039029817592,-6.559999942779541,-16.480751599115138,"It seems like your shot didn't register a swing speed, which is essential for understanding your swing dynamics. However, your ball speed indicates potential; focusing on making solid contact while improving your setup can help you harness that speed. Work on driving through the ball and maintaining a steady swing path for more consistent results.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:28:34,Jason,,7 Iron,79.9928431892395,3.29,3.95,8.92,4.97,105.18074729798263,1.3148769702954048,11.369999885559082,7.820000171661377,4643.08349609375,-1079.6251220703125,4766.9501953125,Measured,13.09000015258789,12.915573141517484,135.20340518869762,12.949999809265137,30.30402262580992,150.73271858547923,13.399999618530272,34.93000833027213,"Great job with the 7 iron! Your club speed is solid, but your face is quite open at impact, which is causing the ball to curve to the left. Focus on aligning your club face with your swing path. Lower your backspin to improve control and carry distance. Remember to use your body for a more powerful swing instead of just your arms.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:29:03,Jason,,7 Iron,71.96224176168442,-7.01,11.32,8.92,-2.4000000000000004,81.37974610363835,1.1308673008428731,8.890000343322754,8.739999771118164,1790.3812255859375,-561.4146118164062,1876.3399658203125,Estimated,17.40999984741211,2.777777656321973,61.70165851856473,10.640000343322754,11.395450325001775,100.01092992466693,11.350000381469728,19.68503880500793,"Your club speed is quite good for a 7-iron, but your attack angle is too steep, which can lead to inconsistent contact and direction. The club path indicates that you're coming too much from the inside, and the face angle suggests that you're closing the clubface at impact. Focus on shallowing your attack angle for better ball contact and straighten out your club path for improved accuracy. A slight adjustment to your setup may also help you square the club face more effectively.",swing path drill,1.1509776,69.998,97.22,0 +1/4/25 17:29:41,Brian,,7 Iron,75.58607861757278,-4.27,5.51,16.62,11.11,100.30422541419011,1.327019832867354,22.809999465942383,14.34000015258789,3475.936279296875,-348.1699523925781,3493.330078125,Measured,5.71999979019165,25.59055002932996,144.3460211114525,17.670000076293945,43.82108327273727,156.51792542524345,17.700000762939453,47.5831114091784,"Your club speed is solid, but your attack angle is a little steeper than ideal, and the club face is open at impact. This means the ball is likely going right and loses some distance. Focus on getting a more neutral attack angle and squaring the club face at impact for better direction and distance.",club face alignment drill,1.1509776,69.998,97.22,0 +1/4/25 17:30:34,Lauren,,7 Iron,72.34252093791963,-3.83,9.82,8.35,-1.4700000000000006,93.54867667120016,1.293135426556098,15.779999732971191,8.09000015258789,4527.4580078125,81.39838409423828,4528.18994140625,Measured,-1.0299999713897705,14.31539783118069,120.38495042775868,8.149999618530273,17.060367381520564,133.6286077579498,8.0600004196167,18.744530727946767,"Great ball speed at 93.5 mph! However, your club path and face angle are significantly left, causing your shots to curve too much. To improve, try aligning your stance with your target to encourage a straighter path. A lower attack angle (+3 to +5 degrees) would also help in getting better launch conditions and distance. Keep working on your grip and stance for better control.",swing path drill,1.1509776,69.998,97.22,0 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_1.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_1.csv new file mode 100644 index 0000000000..240b21663a --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_1.csv @@ -0,0 +1,102 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +12/22/24 18:40:26,Jason,56,Sand Wedge,64.69219868659974,-1.21,5.89,12.4,6.510000000000001,62.54473776105988,0.9668049475958732,36.83000183105469,10.920000076293944,3531.64013671875,1483.8394775390625,3830.699951171875,Estimated,-22.790000915527344,17.322834315279124,68.68985079865752,6.199999809265137,7.414698179335517,75.60148214020137,5.659999847412109,7.458442668295277,"Your shot data indicates that you're generating decent club speed, but your attack angle is slightly negative. This means you're hitting down on the ball a bit, which can lead to excessive spin. A high backspin rate is making your ball stop quickly, but it’s also causing it to drift left due to the side spin. Focus on getting a more neutral attack angle and aligning your clubface better with your swing path to improve accuracy and distance.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 18:41:07,Brian,56,Sand Wedge,62.96975771188736,0.0,0.0,0.0,0.0,56.21420811557391,0.8927175545565401,28.81999969482422,31.8700008392334,3415.152099609375,-885.1264038085938,3527.989990234375,Estimated,14.529999732971191,9.394138129928706,56.353890310692805,36.06999969482422,33.18022668597996,66.16360265016556,36.27000045776367,39.14041982519029,"You hit your sand wedge with decent speed, but the ball's direction and spin suggest some inconsistency. Your attack angle, club path, and face angle were all dead on, but reducing side spin will help your accuracy. Focus on keeping the club face square to your path through impact. A more downward angle of attack would also help create better lift and distance.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 18:41:42,Lauren,56,Sand Wedge,59.90515493869782,0.0,4.14,20.61,16.47,66.19094636956197,1.1049290572288233,17.700000762939453,17.450000762939453,4888.67919921875,-2822.479736328125,5644.9599609375,Estimated,30.0,6.299212667910751,62.06255289912224,24.239999771118164,25.48118828545512,75.78740273672338,25.3799991607666,32.4803148626238,"Your club face is open at impact, which is causing the ball to go right (slicing). Work on aligning your club face with your target. Also, your attack angle is neutral; focus on a slight downward strike for better control and spin. Consider practicing your alignment and grip to help straightening your shots.",club face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 18:42:17,Herald,56,Sand Wedge,57.55637179136277,-3.78,-2.04,0.35,2.39,63.90927028816259,1.1103769799776222,31.690000534057617,0.0299999993294477,5881.79248046875,-162.23863220214844,5884.02978515625,Estimated,1.5800000429153442,15.277777631246297,69.89282372357548,0.4699999988079071,0.5796150001922626,75.75458733008509,0.5,0.6671041084806433,"Your swing shows promise! The club speed is decent, but your attack angle is a bit too negative, which can lead to inconsistent contact. Try to focus on bringing the club down at a slightly shallower angle. Additionally, your backspin is quite high, which can affect how the ball lands on the green. Consider making a fuller swing with a smoother follow-through to enhance your distance and control.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 18:43:09,Brian,56,Sand Wedge,62.656586625576026,-7.86,9.07,7.44,-1.63,55.5878686735864,0.8871831624944565,34.88999938964844,7.25,5816.7685546875,156.38116455078125,5818.8701171875,Estimated,-1.5399999618530271,12.893700375562162,55.53368036048414,7.409999847412109,7.163167107079175,60.67366354948581,7.329999923706055,7.742781846533717,"Your shot data shows that you're hitting with a good amount of backspin, which is great for control around the greens. However, your attack angle is quite steep and the club path is moving too much left, which can lead to pulls or left-to-right misses. Focus on leveling your swing plane a bit and ensure that the clubface is square to your path at impact. Try making longer, smoother swings to help with your consistency.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 18:44:06,Jason,56,Sand Wedge,0.0,0.0,0.0,0.0,0.0,60.30780143026459,inf,,32.11000061035156,4029.0400390625,0.0,4029.0400390625,Measured,-0.0,,,,,,,,"It looks like your shot data is incomplete, but the ball speed suggests you made contact. To improve your sand wedge shots, focus on getting your club speed up and maintaining a proper angle during your swing. Try practicing your follow-through to enhance your shot consistency.",follow-through drill,1.1509776,69.998,97.22,0 +12/22/24 18:45:08,Jason,56,Sand Wedge,62.81317216873168,-1.92,1.61,0.0,-1.61,62.20919816476408,0.9903845963654696,12.279999732971191,26.90999984741211,1458.6812744140625,-842.169921875,1684.3399658203125,Estimated,30.0,2.405949239426292,40.474625174036646,29.450000762939453,19.89282590977996,67.60717182878852,30.39999961853028,34.20822374096065,"Your club speed is good for a sand wedge, but the attack angle is slightly negative, indicating you're hitting down too much on the ball. This can cause inconsistent contact and lower launch. Work on keeping the angle more neutral or slightly positive to help get the ball up in the air more consistently. Additionally, your club path is to the right (1.61 degrees), which could lead to a slice. Focus on aligning your swing path with your target more effectively.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 18:46:59,Herald,,Pitching Wedge,63.14871261835098,2.6,-7.28,0.74,8.02,49.70472373428902,0.78710589136927,12.829999923706056,-0.3100000023841858,3262.929931640625,-602.3923950195312,3318.070068359375,Estimated,10.460000038146973,1.7825896199054083,28.29177613366096,0.5600000023841858,0.2734033167362213,43.58048701903226,0.8700000047683716,0.6671041084806433,"Your swing speed is decent, but you have a negative club path, meaning your club is coming from outside to inside, which can lead to pulls. Your attack angle is okay for a pitching wedge, but the backspin is quite high. To improve accuracy and distance, focus on squaring the clubface to the path. Consider adjusting your stance slightly to ensure a more inside-to-out swing. Also, practice a drill where you pause at the top of your backswing to create better rhythm.",half swing pause,1.1509776,69.998,97.22,0 +12/22/24 18:47:50,Lauren,,Pitching Wedge,62.79080280542374,-5.48,6.67,2.8,-3.87,69.14370164355296,1.1011756269117243,19.690000534057617,3.140000104904175,4621.85400390625,742.7833251953125,4681.16015625,Estimated,-9.130000114440918,8.945756857353445,74.11416742966776,1.100000023841858,1.4216971948808066,86.73446553144458,0.7699999809265137,1.170166252993326,"You have a solid swing speed and a decent carry distance with your pitching wedge. However, the slightly negative attack angle (-5.48 degrees) suggests that you're descending into the ball too much, which can lead to inconsistent contact. Additionally, your spin rates indicate a bit too much backspin, which might cause the ball to balloon in the air. Working on getting a more neutral attack angle can help improve your distance and control.",attack angle drill,1.1509776,69.998,97.22,0 +12/22/24 18:48:23,Herald,,Pitching Wedge,65.63171194553375,-1.78,2.16,2.5,0.3399999999999998,85.74177365533615,1.3064076970366287,23.21999931335449,2.319999933242798,6931.80224609375,133.097412109375,6933.080078125,Estimated,-1.100000023841858,20.17716560949384,107.15223156644696,2.0999999046325684,3.9260715344665584,113.58267457238436,2.059999942779541,4.09011362880338,"Your club speed is solid for a pitching wedge, and the carry distance of about 107 yards is nice! To improve your accuracy, focus on a more consistent attack angle; right now, it's slightly downward (-1.78 degrees). Try to level out your swing a bit more. Your backspin is good, but minimizing your sidespin will help keep the ball from drifting. Working on a more neutral club path will also aid in striking the ball more consistently. Overall, great effort, keep practicing!",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 18:49:16,Jason,,Pitching Wedge,67.91338700294494,-3.9,4.54,3.54,-1.0,78.24803182723099,1.1521738979656235,24.809999465942383,3.470000028610229,4815.63232421875,807.5886840820312,4882.8798828125,Estimated,-9.520000457763672,16.94006925466806,96.45668680709603,0.699999988079071,1.181102375233266,105.36963660141828,0.449999988079071,0.8202099502086639,"Great job maintaining a solid club speed and generating good carry distance! Your launch angle is nice for a pitching wedge, but the high spin rate suggests you might be adding unnecessary backspin, which could affect control. Focus on improving your attack angle to be less negative, which will help you hit up slightly on the ball. This can lead to better distance and consistency.",attack angle adjustment drill,1.1509776,69.998,97.22,0 +12/22/24 18:50:07,Brian,,Pitching Wedge,67.57784655332566,-0.68,5.75,2.64,-3.11,91.51306495150584,1.3541873501294972,21.989999771118164,2.890000104904175,6507.46240234375,571.6181030273438,6532.52001953125,Measured,-5.019999980926514,21.861328955920044,117.8368295133114,1.0700000524520874,2.1981626561297105,124.6937810258687,0.949999988079071,2.06692905888157,"Your swing with the pitching wedge shows good power and a decent launch angle, but the attack angle is slightly negative, which can lead to less control and height. Try to focus on hitting slightly down on the ball to improve your contact and spin. Also, your club path is a little out to the right, which could mean you’re slicing the shot. Work on aligning your clubface and path more towards your target for consistent results.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 18:50:50,Brian,,Pitching Wedge,67.33178355693818,-0.36,7.24,0.53,-6.71,90.26037753429593,1.3405315107681426,21.729999542236328,1.340000033378601,4966.275390625,50.27486801147461,4966.52978515625,Measured,-0.5799999833106995,20.12248369460553,118.97418831216692,1.2300000190734863,2.559054950785452,128.63079546175595,1.2100000381469729,2.712160922882333,"Your club speed is good for a pitching wedge, and your ball speed shows you are making solid contact. However, your attack angle is slightly negative, which means you might be hitting down too much. This can lead to excessive backspin and may affect distance. Focus on hitting up slightly through the ball for better distance and less spin. Keep an eye on your club path as well – it's a bit out to the right, which suggests you might want to work on aiming more toward your target.",attack angle adjustment drill,1.1509776,69.998,97.22,0 +12/22/24 18:52:22,Brian,,Pitching Wedge,74.04259254932404,7.44,5.79,17.43,11.64,83.25877296283579,1.124471335972904,26.350000381469727,15.039999961853027,1766.6868896484375,758.2981567382812,1922.550048828125,Estimated,-23.229999542236328,18.62423468699604,112.82807874823813,10.479999542236328,20.52712152117192,129.37445281702276,9.760000228881836,21.91601087080835,"Your ball speed is decent, but the club face is open compared to your swing path, which is causing your shots to drift right. Focus on closing the club face a bit more at impact to help straighten out your shots and improve accuracy. Also, consider working on your launch angle to help with distance.",club face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 18:53:08,Brian,,Pitching Wedge,0.0,0.0,0.0,0.0,0.0,60.86703551296341,inf,14.880000114440918,-0.4199999868869781,3137.3798828125,0.0,3137.3798828125,Estimated,-0.0,3.8385825565470384,49.33289513937234,-0.4199999868869781,-0.3608923924323868,70.66929231367703,-0.4199999868869781,-0.5249343564003475,"It looks like your club didn't move during your swing (club speed is 0.0 mph). This suggests that you might not have made a full swing or might have been practicing your setup instead. Focus on making a complete swing with your pitching wedge. Start with a practice drill where you intentionally swing and feel the motion of the club throughout the entire swing, ensuring you generate some speed. This will help with your ball impact and distance.",full swing practice,1.1509776,69.998,97.22,0 +12/22/24 18:54:15,Brian,,Pitching Wedge,70.82140423297882,-0.03,0.72,7.41,6.69,87.95633584421194,1.2419456631340562,23.799999237060547,6.179999828338623,6213.5380859375,1480.2735595703125,6387.43017578125,Estimated,-13.399999618530272,21.57698925620616,111.43919357040522,1.409999966621399,2.734033167362213,118.23053095690013,1.100000023841858,2.2637793895693505,"Your shot with the pitching wedge shows good club speed and ball distance, but there are a few areas to work on. Your club face was open at impact, which is causing the ball to push to the right, as suggested by the 7.41-degree face angle. To improve accuracy, focus on aligning your club face correctly at address and working on your follow-through to encourage a straighter path. Your spin rates are good for a pitch shot, but a slight adjustment in attack angle could help improve consistency.",face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 18:55:06,Jason,,Pitching Wedge,69.4568730711937,1.46,0.17,3.78,3.61,89.34323397999924,1.2863123551275035,18.450000762939453,3.130000114440918,7993.08642578125,2263.322265625,8307.349609375,Estimated,-15.8100004196167,16.90726114868596,108.5848622761905,-3.130000114440918,-5.938319851779568,115.83551523233656,-3.5199999809265137,-7.108486235141754,"Your shot shows a solid club speed and decent carry distance. However, the backspin is quite high, which indicates that you might be hitting down too much on the ball. This can lead to excess height and less distance. Also, the ball is curving left a bit, suggesting that your club face is open at impact. Focus on a more neutral swing path and try to hit the ball with a slightly shallower angle to reduce spin. Practice hitting the ball a bit flatter for more control and distance.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 18:55:57,Lauren,,Pitching Wedge,0.0,0.0,0.0,0.0,0.0,52.47852427248108,inf,7.920000076293945,-3.0299999713897705,2612.4599609375,0.0,2612.4599609375,Estimated,-0.0,0.7983377057287839,21.084864537622025,-3.039999961853028,-1.1154855114247653,29.702536163350945,-3.039999961853028,-1.574803166977688,"It looks like your club wasn't moving at all during this shot, which means there’s likely a setup or timing issue. Make sure you’re engaging your body and swinging the club smoothly. Focus on a consistent swing motion to improve your contact and accuracy.",slow motion swing,1.1509776,69.998,97.22,0 +12/22/24 18:56:07,Herald,,Pitching Wedge,70.44112505674362,-1.51,2.94,4.44,1.5000000000000004,94.6895189785173,1.3442363236282848,24.530000686645508,4.010000228881836,5793.31396484375,2145.31103515625,6177.77001953125,Measured,-20.31999969482422,25.74365730511545,123.04243100017902,-4.269999980926514,-9.153542919174583,129.75721579173205,-4.679999828338623,-10.586176757770772,"Your shot data shows a solid ball speed and decent carry distance, but the club face is a bit closed relative to the path, which is causing your shots to veer left. Try adjusting your alignment and working on keeping the club face square through impact. This will help you improve accuracy and reduce the sidespin. Also, working on your attack angle could help you launch the ball a bit higher for better carry.",face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 18:58:51,Jason,,8 Iron,0.0,0.0,0.0,0.0,0.0,92.13940439349336,inf,,-0.4900000095367431,960.794677734375,-554.7149658203125,1109.4300537109375,Measured,30.0,,,,,,,,"It looks like the data is incomplete, but here are some key points: Your club speed appears to be 0.0 mph, which suggests you might not have made contact with the ball. Be sure to focus on making solid contact with the ball during your swing. Practice swinging with a focus on hitting the ball consistently.",contact focus drill,1.1509776,69.998,97.22,0 +12/22/24 18:59:39,Lauren,,8 Iron,65.74355876207352,6.39,-14.14,2.37,16.51,82.498214269036,1.2548486242978985,1.6299999952316284,0.1800000071525573,1132.847900390625,-654.0499267578125,1308.0999755859375,Estimated,30.0,0.0984251979361054,11.843831597577037,0.6200000047683716,0.1312335891000868,48.96106646173894,0.959999978542328,0.8202099502086639,"Your 8 iron swing shows some room for improvement. The club speed is decent, but you have a negative club path, meaning your swing is coming too much from the outside. This can lead to slicing the ball. Additionally, your launch angle is too low, which is likely affecting your carry distance. Focus on keeping your club path more neutral and try to increase your launch angle for better overall distance and accuracy.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:00:08,Herald,,8 Iron,65.31854085922241,-3.79,-2.78,2.14,4.92,84.91410106901276,1.299999968646324,15.6899995803833,1.409999966621399,4302.58984375,-465.8912658691406,4327.740234375,Estimated,6.179999828338623,10.73928194765449,101.17016566128132,3.2300000190734863,5.697725162500888,116.10891854907275,3.440000057220459,6.966316385284813,"Your shot data shows good ball speed and carry distance, but we need to work on your angle of attack and club path. Your club is coming down too steeply (-3.79 degrees) and the club path is slightly out to in (-2.78 degrees). This may lead to inconsistent contact and unwanted fade. Focus on shallowing your swing and ensuring your club path is more neutral. This will help you hit straighter and more powerful shots.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:00:18,Herald,,8 Iron,0.0,0.0,0.0,0.0,0.0,90.01432170582575,inf,19.65999984741211,2.819999933242798,5801.9375,-3349.749755859375,6699.5,Measured,30.0,16.46981625908836,109.48162482134104,14.119999885559082,26.70603606223017,118.74453052734134,14.960000038146973,30.65398062338977,"It looks like your club wasn't moving when the data was captured, as indicated by a club speed of 0.0 mph. Ensure you are swinging properly to collect meaningful data. Once you have a good swing in place, focus on reducing the high backspin rate of over 5800 rpm. It's causing your ball to climb too high and drift off target. A consistent swing path can help keep the ball straight and reduce deviation. Work on your consistency with a smooth and even swing to improve control.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:00:48,Lauren,,8 Iron,67.891017639637,-2.27,-1.35,3.55,4.9,86.43521845661235,1.2731466026243308,12.68000030517578,2.75,3294.124755859375,-1215.9200439453125,3511.3701171875,Estimated,20.26000022888184,7.327208679940554,93.70078504558204,7.420000076293945,12.09536319130882,118.89763571722506,8.399999618530273,17.366578804238884,"Your club speed is good, but your attack angle is negative, suggesting you're hitting down on the ball too much. This can cause high spin and less distance. Try to focus on a more level swing or even a slight upward angle at impact. Your ball is spinning a lot, which can lead to less distance and control. Additionally, your club path and face angle indicate a tendency to draw the ball, leading to inconsistent direction. Work on aligning your face more with your swing path to improve accuracy.",launch angle drill,1.1509776,69.998,97.22,0 +12/22/24 19:01:41,Brian,,8 Iron,73.12544865369796,-7.23,-3.8,4.99,8.79,96.41195244398295,1.318445961276265,17.40999984741211,3.619999885559082,6109.50732421875,-250.72348022460932,6114.64990234375,Measured,2.3499999046325684,18.755467110924428,126.01706042124624,4.860000133514404,10.684602118667954,135.22528212645648,4.900000095367432,11.548556557836378,"Your club speed is good, but your attack angle is too steep, which could lead to hitting down on the ball too much and causing it to lose distance. Your club path indicates you're swinging slightly from the inside, while the face is pointed a bit too right, which can lead to a push. Focus on shallowing your attack angle and aligning your clubface more squarely to the target. This will help with consistency and distance.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:02:11,Brian,,8 Iron,69.52398116111755,5.82,-1.12,7.38,8.5,95.3158584205048,1.3709781406162025,21.32999992370605,5.920000076293945,7087.4755859375,-202.92306518554688,7090.3798828125,Measured,1.6399999856948853,23.51268523931504,123.31583431691524,7.28000020980835,15.627733542924377,129.51661953802704,7.269999980926514,16.393262621195618,"Your 8-iron shot looks solid overall! Your club speed is good, but let's aim to reduce the side spin, which is causing your shot to drift left. Focus on a more neutral club path in your swing. Additionally, working on your attack angle can help improve launch conditions. Consider practicing hitting the ball with a slightly lower angle of attack to gain better distance and control.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:02:25,Jason,,8 Iron,0.0,0.0,0.0,0.0,0.0,59.63672223767298,inf,,2.309999942779541,2260.610107421875,0.0,2260.610107421875,Estimated,-0.0,,,,,,,,"It looks like your club didn't make contact with the ball, which is why we have zero readings. Focus on your setup and ensure that you're making solid contact with the ball next time. A good way to practice is to ensure you have a consistent stance and follow through.",set up drill,1.1509776,69.998,97.22,0 +12/22/24 19:02:48,Herald,,8 Iron,69.18844071149826,-2.53,0.82,5.56,4.739999999999999,82.4534745184319,1.191723265772763,19.57999992370605,4.670000076293945,3004.70361328125,12.586146354675291,3004.72998046875,Estimated,-0.2399999946355819,12.79527501466498,102.8871381566405,4.789999961853027,8.595800424199922,118.0774257670164,4.760000228881836,9.787838530566546,"Your shot shows good ball speed and decent distance, but the high backspin could lead to less control in the air. Aim to slightly raise your attack angle to create a better launch and reduce backspin. Try to keep the clubface square to the target for straighter shots.",attack angle drill,1.1509776,69.998,97.22,0 +12/22/24 19:03:50,Brian,,7 Iron,68.09234190940857,-6.12,-4.75,3.72,8.47,94.6224050859937,1.3896188974067196,16.6299991607666,2.4600000381469727,3725.01806640625,-984.8877563476562,3853.02001953125,Measured,14.8100004196167,14.720034614796193,123.25021184724574,7.269999980926514,15.594925436942276,137.64216644517182,7.730000019073486,18.51487294312119,"Your club speed is solid for a 7 iron, but the negative attack angle and club path suggest you're hitting down too steeply and coming outside-in, which can lead to pulls and slice. To improve, focus on creating a more neutral swing path and shallower angle of attack. Also, the high backspin indicates you might be striking the ball too cleanly without enough forward momentum. Try to improve your contact by ensuring you're hitting through the ball rather than just down on it.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:04:21,Herald,,7 Iron,72.14119666814804,4.35,1.35,-2.87,-4.220000000000001,104.57677346467972,1.449612403100775,18.010000228881836,-2.190000057220459,2718.3671875,-1569.4498291015625,3138.89990234375,Measured,30.0,18.59142553806305,144.4553724258185,7.110000133514404,17.869640948751567,161.24234274830815,8.100000381469727,22.72528443803936,"Your shot data shows some solid fundamentals, but the clubface is slightly closed at impact, leading to a leftward ball flight (the negative number for club face indicates that). To straighten your shots, try to aim for a more neutral clubface position as you make contact. The attack angle is good for a 7-iron, but working on your swing path could help improve direction. Additionally, you might want to focus on your ball position to help with launch and spin rates.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:04:54,Jason,,7 Iron,74.37813299894333,-2.93,0.71,0.33,-0.3799999999999999,109.43092120655274,1.471278140419408,16.860000610351562,0.3600000143051147,5756.22021484375,1091.8116455078125,5858.85009765625,Measured,-10.739999771118164,24.38757501851024,150.0109298243642,-4.610000133514404,-12.05161870234906,159.3613265941858,-4.869999885559082,-13.517059603976463,"Your shot shows good distance, but the high backspin and negative attack angle suggest you're hitting down too much on the ball. Try to level out your swing a bit more. This will help lower the spin and give you better control and distance. Also, consider working on your follow-through, as it can affect your overall shot direction.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:05:38,Brian,,7 Iron,78.15855539798736,-1.1,0.95,3.14,2.1900000000000004,109.94542407188236,1.406697238863163,15.670000076293944,2.700000047683716,5337.85693359375,537.4939575195312,5364.85009765625,Measured,-5.75,22.72528443803936,152.39501542365542,0.3300000131130218,0.8858267488327343,162.90463958648434,0.1599999964237213,0.4702537126084323,"Your 7 iron shot looks solid with a good carry distance of about 152 yards. The club speed is decent, but some adjustments can help you improve your consistency. Your attack angle is slightly negative, meaning the club is coming down a bit too steep; aim for a more level strike. Additionally, the face is open at impact, which is causing some rightward spin. Focus on squaring the clubface at impact, and you might gain more distance and accuracy.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:07:53,Herald,,7 Iron,74.98210580825807,-0.84,3.48,-0.6,-4.08,106.0531511016752,1.4143794703881891,14.829999923706056,-0.0599999986588954,3110.28369140625,776.6340942382812,3205.780029296875,Measured,-14.020000457763672,16.218284665356578,146.76289708656077,-4.579999923706055,-11.734469853702194,163.6264116603852,-5.039999961853027,-14.381014043144887,"Your shot shows some good speed and distance, but the club face was slightly closed at impact, which is causing the ball to pull left. Try to focus on keeping the club face square to your target line as you swing. Additionally, your attack angle is very shallow, which may lead to inconsistent contact. Work on slightly descending into the ball for better launch conditions.",face awareness drill,1.1509776,69.998,97.22,0 +12/22/24 19:08:36,Herald,,7 Iron,76.27952888011933,-0.14,0.43,2.21,1.78,107.10451390778417,1.4041056031705346,17.34000015258789,1.870000004768372,3504.862060546875,377.6554870605469,3525.14990234375,Measured,-6.150000095367432,21.47856389530898,154.4947508937239,-0.2800000011920929,-0.7545931515845936,168.7117233640074,-0.4699999988079071,-1.3888888281609866,"Your club speed and ball speed are quite good, leading to a decent carry distance! However, your backspin rate is on the higher side, which might reduce your distance and control. To improve, focus on gently lowering the backspin while keeping your clubface square to your target. Practice getting more depth in your swing for better launch conditions.",backspin reduction drill,1.1509776,69.998,97.22,0 +12/22/24 19:09:17,Herald,,7 Iron,78.18092476129533,0.52,-1.21,-1.02,0.1899999999999999,79.85862871603877,1.021459249297266,4.730000019073486,-0.9900000095367432,2410.574951171875,-23.56133079528809,2410.68994140625,Estimated,0.5600000023841858,0.9514435474568046,40.06998943337203,-0.949999988079071,-0.6671041084806433,89.0310600669145,-0.9200000166893004,-1.4326333171207466,"Your shot shows a club speed of just over 78 mph, which is decent. However, your launch angle is quite low at around 4.7 degrees, which can lead to limited distance. Try to work on keeping the clubface more square to the target path to improve accuracy. Additionally, your attack angle is very close to neutral; try to slightly increase that to give the ball a higher launch. A little more practice with consistency will help you gain yardage.",launch angle drill,1.1509776,69.998,97.22,0 +12/22/24 19:09:54,Brian,,7 Iron,74.73604281187056,0.86,-1.29,0.32,1.61,94.73425019588647,1.2675845098509757,0.5699999928474426,0.1000000014901161,999.99755859375,-42.96139526367188,1000.9199829101562,Estimated,2.4600000381469727,0.0109361324250072,28.871389830164617,0.1700000017881393,0.0874890594000579,28.871389830164617,0.1700000017881393,0.0874890594000579,"Your club speed is decent, but your attack angle and launch angle are both too low, which is likely causing your ball not to carry well. Try to get the ball slightly higher into the air for better distance. Work on your club path as well — a slight adjustment could help straighten out that slice. Focus on hitting up a bit more during your swing and make sure your club face is square at impact.",launch angle drill,1.1509776,69.998,97.22,0 +12/22/24 19:11:04,Jason,,6 Iron,76.03346588373185,5.63,1.62,5.28,3.66,106.25447571277618,1.3974698440717856,17.229999542236328,4.539999961853027,4362.5087890625,-653.5382080078125,4411.18994140625,Measured,8.520000457763672,21.872265338897705,149.14698268585198,8.3100004196167,21.5660528732285,161.373571000433,8.520000457763672,23.90638668290376,"Your shot shows good club speed and decent distance, but the ball is spinning a bit too much and veering off to the left. To improve accuracy and distance, focus on strengthening your club face alignment at impact. Additionally, your launch angle is decent, but you may want to lower your backspin for a more penetrating flight. Consider practicing drills to improve your swing path and face control.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:11:43,Jason,,6 Iron,80.61918536186218,0.91,-4.98,2.9,7.880000000000001,104.95704854496216,1.3018867416466513,14.40999984741211,1.7599999904632568,2709.243896484375,-230.835189819336,2719.06005859375,Measured,4.869999885559082,14.687226508814092,144.65223149121994,3.2300000190734863,8.15835501312688,164.89500705497267,3.390000104904175,9.765966807562108,"Your swing speed is solid for a 6-iron, and your ball speed shows good contact. However, your club path is quite open (to the left), which could lead to a pull or slice. To improve accuracy, focus on aligning your body and clubface more towards your target. Try to maintain a consistent launch angle for better distance control.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:12:29,Jason,,6 Iron,72.90175502061845,1.06,0.46,0.95,0.4899999999999999,108.02165746208084,1.4817428940020665,11.920000076293944,0.8399999737739563,5182.45751953125,2418.822265625,5719.14013671875,Measured,-25.020000457763672,14.50131216999739,137.3906317225874,-9.010000228881836,-21.511373044241964,150.52492939480544,-9.880000114440918,-25.820209900057307,"Your club speed is decent for a 6-iron, but there are a few areas to work on. The attack angle is quite shallow; try to angle the club down slightly more at impact for better contact. The backspin is high, which can make the ball balloon; focus on a slight downward strike to reduce that. Your carry distance is good, but the deviation indicates inconsistency in direction. Practice keeping your club path straighter to improve accuracy.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:16:02,Lauren,,7 Iron,66.10146857500077,-5.27,-11.06,7.37,18.43,96.0987827229892,1.453807075616672,18.11000061035156,4.670000076293945,3091.734130859375,70.1612548828125,3092.530029296875,Measured,-1.2999999523162842,16.81977217076644,131.5835479450643,4.5,10.312773441034553,147.34251078306443,4.429999828338623,11.373577559046453,"Your swing speed is decent for a 7 iron, but the club path is quite negative, meaning you're coming in too much during the swing. This can lead to shots going left. Also, your attack angle suggests you might be hitting down on the ball a bit too much. Focus on swinging more from the inside out, and try to have a slightly shallower attack angle for better results.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:16:50,Herald,,7 Iron,70.37401696681977,0.0,-20.0,9.38,29.380000000000003,89.85772831209397,1.276859445929603,15.760000228881836,5.199999809265137,4549.0546875,839.0118408203125,4625.77978515625,Measured,-10.449999809265137,12.74059414272756,111.7891494820833,2.0899999141693115,4.0682413843235,125.36088578619363,1.7100000381469729,3.7401574563875775,"Your ball speed and carry distance show potential, but the club path and face angle need improvement. The club path of -20 degrees indicates a significant outside-to-in swing, which can lead to slices. Aim to keep your club path more neutral, closer to zero. The high backspin might also cause your ball to lose distance. Work on your face alignment at impact to straighten your shots and reduce spin. Consider focusing on a more consistent swing path during practice.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:22:13,Lauren,,7 Iron,79.70204146623612,-2.8,-13.51,6.66,20.17,85.07068592950964,1.067358932901961,12.630000114440918,3.7799999713897705,5335.62939453125,-382.4626770019531,5349.31982421875,Estimated,4.099999904632568,8.40988608538322,95.52711719891433,5.099999904632568,8.486439201800522,111.30795697467327,5.25,10.17060359117761,"Your club speed is decent, but your attack angle is negative, which means you're hitting down on the ball too much. This could lead to less distance and higher spin. Focus on having a more level swing path to help improve your launch and reduce backspin. Your face angle is also slightly open at impact, contributing to a push. Working on your alignment could help fix this.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:23:15,Lauren,,7 Iron,64.82641486644745,0.22,0.65,8.68,8.03,83.8851124048233,1.2939958592132506,18.21999931335449,7.210000038146973,1879.31494140625,-11.480223655700684,1879.3499755859373,Estimated,0.3499999940395355,10.793962819591911,102.3184545854092,7.460000038146973,13.276465436173224,123.97200060836076,7.429999828338623,16.032370326539876,"Your club speed is good for a 7-iron, but the club face is pointing significantly to the right at impact, which is causing the ball to slice. Focus on keeping the club face square to your target. Additionally, try to increase your attack angle slightly for better launch conditions.",face control drill,1.1509776,69.998,97.22,0 +12/22/24 19:23:56,Jason,,7 Iron,63.707946701049806,-9.62,10.97,0.8,-10.17,78.71778640872162,1.2356038843647816,12.479999542236328,2.0299999713897705,1805.1953125,4.095865249633789,1805.199951171875,Estimated,-0.1299999952316284,4.790026234372704,73.04243110048174,2.039999961853028,2.602799700482933,106.49605693139438,2.0299999713897705,3.7620297008674575,"Your club speed and ball speed are decent, but your attack angle is too steep at -9.62 degrees. This means you're hitting down on the ball too much, which can lead to less distance and control. Work on leveling out your swing to create a more consistent shot. Also, your club path is quite rightward at 10.97 degrees, resulting in potential slices. Aim to bring your club path closer to straight or slightly inside-out.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:24:37,Lauren,,7 Iron,66.52648647785186,-0.81,-1.68,5.1,6.779999999999999,97.30673038959505,1.4626765299260256,15.9399995803833,3.9800000190734863,5467.0615234375,1331.7149658203125,5626.919921875,Measured,-13.6899995803833,16.611985065994418,126.0936130161881,-1.100000023841858,-2.416885361666232,137.08442134281995,-1.5199999809265137,-3.641732095490397,"Your club speed is decent, but you are hitting down slightly on the ball (attack angle of -0.81 degrees). This could lead to steeper shots and high spin, making it harder to control distance. Working on a more neutral attack angle will help you hit the ball straighter with less spin. Also, your club path is slightly out-to-in, causing the ball to start left. Focusing on a more neutral path should help correct this.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:25:50,Jason,,7 Iron,70.35164760351181,0.81,5.27,-0.08,-5.35,103.83858037956452,1.4759935824783883,15.359999656677246,0.5899999737739563,4257.96142578125,2367.031494140625,4871.66015625,Measured,-29.06999969482422,16.37139089819118,134.4925632400691,-10.020000457763672,-23.39238711246253,147.6377910375595,-10.979999542236328,-28.11679609192015,"You have a decent club speed and solid ball speed, but your carry distance is affected by your club path and spin. Your club path shows that you're coming too much from the inside (5.27 degrees), which can lead to a hook or exaggerate any slices. Your backspin is a bit high, which can also limit distance. Focus on straightening out your swing path and reducing spin with a more neutral impact position.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:26:37,Brian,,7 Iron,75.22816880464555,0.86,2.89,10.05,7.16,95.76324739331083,1.2729706028335122,21.26000022888184,8.619999885559082,2790.293701171875,612.975341796875,2856.830078125,Measured,-12.390000343322754,20.2537182044357,141.765093133974,5.099999904632568,12.598425335821505,151.03892896524667,4.860000133514404,12.78433863168732,"Your shot data shows you have a decent club speed and ball speed, but the high face angle indicates you're likely hitting the ball with an open face, which can cause a slice. Focus on adjusting your grip and alignment to improve your clubface control. Additionally, your attack angle is nearly level; try to work on a slightly downward strike for better contact and consistency.",face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:27:12,Herald,,7 Iron,74.8255202651024,0.59,1.22,8.02,6.8,102.36220274256902,1.3680119079681077,21.09000015258789,6.739999771118164,2693.314697265625,48.422637939453125,2693.75,Measured,-1.0299999713897705,23.370516432408976,158.62860770779844,6.789999961853027,18.755467110924428,167.63997034760723,6.75,19.6959751879856,"Your 7 iron shot showed solid ball speed and carry distance, but the face is pointing a bit too far to the right at impact, which may lead to a slice. To improve your accuracy, focus on aligning your clubface more square to your target. Additionally, your attack angle is quite neutral; consider adding a slight downward angle to help compress the ball better for more distance and control.",clubface alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:28:27,Herald,4 Hybrid,4 Hybrid,80.3731223654747,9.02,0.91,-9.33,-10.24,53.61936231318077,0.6671305124785553,20.3799991607666,-7.550000190734863,999.9995727539062,577.3499145507812,1154.699951171875,Estimated,-30.0,4.319772456579841,42.67279017680585,-9.729999542236328,-7.206911596038935,61.942254772269735,-10.380000114440918,-11.165791497225314,"Your shot shows that the club face is pointing too far left at impact, which can cause the ball to hook. Additionally, the ball speed is low, indicating that you may not be making solid contact. Focus on hitting the ball squarely and work on keeping your club face aligned with your swing path. A slight adjustment to your setup can also help improve your accuracy and distance.",face aim drill,1.1509776,69.998,97.22,0 +12/22/24 19:29:01,Lauren,4 Hybrid,4 Hybrid,77.62169067859651,3.31,3.28,1.81,-1.4699999999999998,113.41267367796809,1.461095122851281,14.470000267028809,1.899999976158142,2371.41259765625,157.09332275390625,2376.610107421875,Measured,-3.7899999618530273,17.235345337359604,165.80270806900262,0.8600000143051147,2.493438217345812,187.17190396273145,0.7300000190734863,2.373140872706472,"Your swing speed is solid, and your ball launch looks good overall. To improve accuracy and reduce side spin, focus on keeping your club face square to the target at impact. A slight adjustment to your attack angle could help you get a bit more lift on the ball for better distance. Remember to follow through fully to enhance your shot quality.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:29:37,Herald,4 Hybrid,4 Hybrid,78.62831202745437,2.58,2.15,-2.09,-4.24,109.56514045836502,1.3934566014860976,5.230000019073486,-1.4500000476837158,2195.80712890625,-41.01150894165039,2196.18994140625,Measured,1.0700000524520874,3.149606333955376,99.6172284810782,-1.2899999618530271,-2.2419071450894705,155.54461028515107,-1.2200000286102295,-3.313648167554476,"Your shot data shows that your ball speed is good, but you have a slight negative face angle at impact, which means the clubface is a bit closed. This can lead to pushes or hooks. Additionally, your launch angle is low, and the backspin is somewhat high; working on hitting up on the ball could help. Try to focus on keeping the face more square at impact and ensure you're not hitting down too much on the ball.",face control drill,1.1509776,69.998,97.22,0 +12/22/24 19:30:15,Herald,4 Hybrid,4 Hybrid,78.06907794475555,2.4,-1.04,-7.83,-6.79,80.95472273951691,1.0369627113670197,5.0,-6.559999942779541,3897.77685546875,43.5403938293457,3898.02001953125,Estimated,-0.6399999856948853,1.4216971948808066,51.377950780454285,-6.679999828338623,-5.971128479237109,93.18678547514082,-6.699999809265137,-10.87051541453377,"Your shot data shows that you're struggling with your club face angle, which is open at impact, causing the ball to slice to the right. Focus on aligning your club face more square at setup and through impact. Additionally, your attack angle is slightly positive; try hitting down on the ball a bit more for better contact and control.",face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:33:00,Jason,,Pitching Wedge,67.06335119724274,-0.65,-1.92,0.13,2.05,84.39960673691803,1.2585056551779965,20.729999542236328,-0.1299999952316284,5374.16650390625,-138.8502960205078,5375.9599609375,Estimated,1.4800000190734863,16.28390192027166,105.78521498276586,0.3700000047683716,0.6780402307205833,115.69334851133226,0.4099999964237213,0.831146072448604,"Your shot data shows good ball speed and decent carry distance, but the slightly negative attack angle and club path indicate that you're coming down on the ball too steeply and a bit to the left. This may lead to inconsistent strikes. Focus on having a more neutral swing path and adjust your angle of attack to hit up on the ball slightly. This will help you launch the ball higher and straighter for better distance and accuracy.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:33:22,Lauren,,Pitching Wedge,65.90014430522919,1.98,-2.63,2.06,4.69,85.00358057022095,1.2898845892735913,26.299999237060547,1.3600000143051147,4497.53857421875,381.6216430664063,4513.7001953125,Estimated,-4.849999904632568,21.981627082772548,110.80489587311148,-0.209999993443489,-0.415573036224302,119.88188932619688,-0.3400000035762787,-0.7108485974404033,"Your pitching wedge shot shows good power with a decent carry distance of about 111 yards. However, your club path is slightly out to in, which can lead to shots that drift left. Focus on keeping the club more on the target line through impact to improve accuracy. Consider working on your attack angle; a more neutral angle can help with consistency and ball flight. A little extra practice with your follow-through will also help smooth your swing.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:33:42,Brian,,Pitching Wedge,69.83715224742889,-0.57,4.21,-1.43,-5.64,88.29187970712519,1.264253722636231,24.1299991607666,-0.6499999761581421,5566.89453125,411.73779296875,5582.10009765625,Estimated,-4.230000019073486,22.025370528781423,114.35913899068235,-2.3399999141693115,-4.680665011973304,122.1456684550285,-2.430000066757202,-5.172790773508325,"Your shot with the pitching wedge had a good speed, but the club face at impact was slightly closed, which caused the ball to start left of your target. Additionally, your attack angle suggests you're hitting slightly down on the ball, which is common. Focus on keeping the club face aimed at your target at impact and try to level out your swing a bit more for better distance and accuracy.",face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:34:18,Lauren,,Pitching Wedge,73.03597120046615,1.82,-1.38,4.23,5.61,92.02755928360055,1.260030609177594,20.51000022888184,3.299999952316284,6012.64208984375,920.0635375976562,6082.6298828125,Measured,-8.699999809265137,20.12248369460553,119.1163550331712,0.0799999982118606,0.1640419965601758,127.23096347143655,-0.1400000005960464,-0.3171478382881965,"You made solid contact with a decent club speed of 73 mph and a good smash factor of 1.26. Your ball launch angle is ideal for a pitching wedge, but the spin is a bit high. This means the ball might stop quickly on the green, but it also suggests you could improve your distance control. Work on keeping your club face more square to your swing path to reduce sidespin, helping you hit straighter shots. Overall, great job with the distance and trajectory!",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:34:41,Brian,,Pitching Wedge,72.85701629400253,-0.54,5.82,3.78,-2.0400000000000005,89.23138887010646,1.2247466806769554,24.950000762939453,3.839999914169312,5943.662109375,2266.0986328125,6361.0,Estimated,-20.8700008392334,23.009624137753235,113.18897312879562,-4.21999979019165,-8.33333296896592,119.59754754058122,-4.639999866485596,-9.667541446664927,"Your shot shows a good swing speed and decent ball speed, but the ball is curving left due to a combination of the club path and face angle. Focus on straightening out your club path to improve accuracy. Also, working on your attack angle could help optimize your launch angle for better distance.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:35:26,Jason,,Pitching Wedge,70.46349442005157,4.03,4.78,4.82,0.04,85.65229415412796,1.2155555846199158,26.15999984741211,4.559999942779541,5548.14404296875,1345.3125,5708.919921875,Estimated,-13.630000114440918,22.506560950289668,108.78171299798488,-0.1899999976158142,-0.3608923924323868,116.01049735997913,-0.5,-1.017060346080875,"Your club speed and ball speed are good, but the high backspin means the ball may not travel as far as it could. Focus on lowering your backspin while maintaining good launch angle. Overall, your swing path looks solid, but make sure the club face is square at impact to improve accuracy.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:35:59,Brian,,Pitching Wedge,68.76342280864715,-0.53,5.4,-1.1,-6.5,91.42358545029764,1.3295380264113457,20.34000015258789,-0.2300000041723251,5110.55517578125,1474.1197509765625,5318.91015625,Measured,-16.09000015258789,18.744530727946767,118.46018874172567,-6.230000019073486,-12.860892269580065,128.018366358614,-6.639999866485596,-14.807523592715713,"Your shot data shows that you're consistently striking the ball with a decent club speed and good ball speed. However, your club face was slightly closed at impact, causing your shots to veer left. A more neutral club face position at impact will help improve your accuracy. Focus on aligning your body better with your target during your swing.",face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:36:22,Brian,,Pitching Wedge,67.75680145978927,-1.66,5.86,0.83,-5.03,91.31174034040488,1.3476394749034075,24.229999542236328,1.409999966621399,5067.57080078125,1630.9222412109375,5323.5498046875,Measured,-17.84000015258789,23.15179294465929,119.57567060282236,-5.409999847412109,-11.264216858122497,127.8980682317615,-5.820000171661377,-12.959317630477244,"You have a decent club speed and your ball is getting good lift, but your attack angle is slightly negative, suggesting you're hitting down on the ball too much. A higher launch angle combined with more backspin may help your ball stay longer in the air. Try to focus on making a smoother, more level swing, allowing your club to brush the grass on the way through. This will help you get a better strike and increase your carry distance.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:36:48,Lauren,,Pitching Wedge,70.17269269704819,-1.36,8.21,6.76,-1.450000000000001,89.45508762312693,1.274784879772611,23.459999084472656,6.579999923706055,6982.40380859375,1990.3074951171875,7260.52978515625,Estimated,-15.90999984741211,22.211284867598124,112.04067586106066,0.5299999713897705,1.038932590560755,117.97899623431567,0.2000000029802322,0.415573036224302,"Your shot shows great power with a decent carry distance of 112 yards. However, the attack angle is slightly negative, which means you're hitting down on the ball a bit rather than having a clean ascending strike. This could lead to more backspin and less distance. To improve, focus on hitting up on the ball more and ensuring your clubface is square to your intended path. Your face angle is close to your path, which is good, but can be better aligned for more accuracy.",attack angle drill,1.1509776,69.998,97.22,0 +12/22/24 19:37:08,Lauren,,Pitching Wedge,70.50823314666748,1.81,6.23,5.66,-0.5700000000000003,85.29438468253011,1.209708155714316,23.940000534057617,5.429999828338623,6083.69677734375,2019.060546875,6409.990234375,Estimated,-18.36000061035156,19.969378504721817,106.24453055241702,-1.100000023841858,-2.03412069216175,113.26552572373748,-1.5199999809265137,-3.0074364840984344,"Great job with your pitching wedge! Your club speed is solid, but your ball is spinning a bit too much, which can affect distance. Your launch angle is good, but working on a more neutral path could help improve your accuracy. Try to work on keeping your club face square to your swing path for better results.",club face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:37:27,Herald,,Pitching Wedge,68.7410534453392,-1.78,6.28,2.93,-3.35,92.07229903420466,1.339407739909278,23.40999984741211,3.190000057220459,5463.46533203125,1066.93896484375,5566.669921875,Measured,-11.050000190734863,23.21740915662349,120.92081859235168,-0.949999988079071,-1.9903762032019896,129.0573039683759,-1.2100000381469729,-2.723097045122273,"Your swing speed is solid for a pitching wedge, but your attack angle is slightly negative, meaning you might be hitting down a bit too much. This can lead to more spin and less distance. Focus on striking the ball with a more level or slightly upward angle. Also, your club path suggests you're swinging a bit to the right, which can cause a fade or slice. Work on keeping your path straighter to improve accuracy and consistency.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:37:51,Brian,,Pitching Wedge,67.891017639637,-1.54,5.68,-2.58,-8.26,93.63815617240834,1.3792421947397548,21.64999961853028,-1.409999966621399,5016.951171875,2073.98681640625,5428.740234375,Measured,-22.459999084472656,20.898950198805323,122.1456684550285,-10.1899995803833,-21.609798405139145,131.1898465014756,-10.739999771118164,-24.44225693339854,"Your shot shows a strong swing speed, but we need to focus on your accuracy and control. The club face was slightly closed at impact, which caused the ball to spin off to the left. Try to align your clubface more squarely to your target. Also, your attack angle is a little negative, which means you might be hitting down too much. Aim for a more neutral angle to help lift the ball better. Work on these aspects to improve your accuracy and consistency.",club face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:38:23,Jason,,Pitching Wedge,64.4685050535202,-3.84,7.68,8.87,1.1899999999999995,87.84449073431915,1.3625954357308698,24.350000381469727,8.25,7357.27001953125,-218.35867309570312,7360.509765625,Estimated,1.7000000476837158,22.63779546011984,109.77689673222903,9.869999885559082,18.81014902581273,115.25590153583288,9.84000015258789,19.6959751879856,"Your club speed and ball speed are solid, but your attack angle of -3.84 degrees indicates you're hitting down a bit too much on the ball for a pitching wedge. This can cause high backspin and a less controllable shot. Try to focus on a slightly upward attack angle to promote better contact and distance. Additionally, your club path and face angle being to the right suggests you're cutting across the ball; working on your swing path can help straighten out your shots.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:38:44,Herald,,Pitching Wedge,65.56460385560989,-4.78,5.95,4.08,-1.87,82.40873476782781,1.256908910016646,25.549999237060547,4.099999904632568,4802.5888671875,310.5694885253906,4812.6201171875,Estimated,-3.700000047683716,19.90376229275762,104.99781209558842,3.1700000762939453,5.796150523398069,114.02012154788372,3.049999952316284,6.058617457156629,"Your pitching wedge shot shows good speed and decent carry distance! However, the attack angle is a bit negative, meaning you're hitting down too much on the ball. This can lead to higher spin, which might affect your distance and accuracy. Try to focus on sweeping the ball off the ground rather than digging down. A smoother swing will help improve your launch angle and reduce backspin for better carry. Keep practicing!",sweep drill,1.1509776,69.998,97.22,0 +12/22/24 19:41:22,Herald,,7 Iron,67.42126101016999,-5.39,7.97,10.01,2.04,83.1469193197081,1.2332447965808,17.84000015258789,9.220000267028809,1417.434814453125,384.5772399902344,1468.6800537109375,Estimated,-15.18000030517578,9.547243319812424,97.56123854292036,7.110000133514404,12.073490425353498,121.77383560559156,6.630000114440918,14.05293089742213,"Your club speed is good for a 7 iron, but your attack angle is quite negative, which means you're hitting down on the ball too much. This can lead to less distance and inconsistent strikes. Your face angle suggests that you're aiming slightly right of your target, contributing to some side spin. Try to work on your swing path to make it more neutral, and focus on a more level swing to help with contact and accuracy.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:41:55,Jason,,7 Iron,70.53060250997544,-0.19,0.22,7.26,7.04,92.72101261811169,1.3146210200741977,19.479999542236328,5.989999771118164,2063.523193359375,-253.36880493164065,2079.02001953125,Measured,7.0,15.474627310089772,126.44356892786618,7.860000133514404,17.290026209297025,146.40200270600326,8.050000190734863,20.494312372238937,"Your shot with the 7 iron shows some good potential, but your launch angle and face angle indicate the ball tends to slice right. Focus on aligning your clubface more square to your target at impact and try to slightly increase your angle of attack. This will help you achieve a straighter flight. Additionally, your spin rates are on the higher side, which can contribute to control issues. Consider working on your grip and stance to promote a more consistent swing path.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:42:28,Lauren,,7 Iron,73.50572782993316,-0.96,2.45,4.97,2.52,100.10290080308914,1.3618381010346927,17.610000610351562,4.389999866485596,3444.346923828125,-855.5801391601562,3549.02001953125,Measured,13.949999809265137,18.033682521612945,137.76246457202433,9.31999969482422,22.309710228495305,152.46062954971785,9.729999542236328,25.75459160219134,"Your club speed looks good, and your ball speed is decent, but the backspin is on the high side. Try to flatten out your attack angle a bit and focus on aligning your club face more with the target. This should help reduce the spin and improve distance and accuracy.",club face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:42:52,Herald,,7 Iron,70.75429614305496,0.35,5.28,5.4,0.1200000000000001,86.14441434430319,1.2175149643228962,15.079999923706056,5.099999904632568,3507.921875,1366.2711181640625,3764.60009765625,Estimated,-21.280000686645508,9.689413169669365,99.93437732972508,-0.2000000029802322,-0.3499562376002316,117.01661956310272,-1.0199999809265137,-2.07786518112151,"Your 7 iron shot shows a good club speed and decent carry distance. The launch angle is good, but the backspin is quite high, which may cause the ball to rise too much and lose distance. Consider focusing on your swing path, as it's slightly out to the right, leading to the left spin. This can cause control issues. A more consistent swing path will improve both distance and accuracy.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:43:22,Lauren,,7 Iron,75.40712371110916,-3.32,3.3,9.22,5.920000000000001,90.3498570355041,1.1981607650444508,19.239999771118164,7.989999771118164,2500.898681640625,-282.2887878417969,2516.780029296875,Measured,6.440000057220459,14.905948953612892,120.62554668146367,9.960000038146973,20.85520466689468,137.47812278640868,10.109999656677246,24.12510808475168,"Your club speed is good, but the club face is open at impact, leading to a push to the right. Focus on squaring the face at contact to improve accuracy. Consider lowering your attack angle to help with consistency and distance.",face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:43:50,Brian,,7 Iron,75.2505381679535,1.45,1.33,7.16,5.83,94.82372969709468,1.2601069973141628,19.350000381469727,6.050000190734863,5371.29296875,75.9399185180664,5371.830078125,Measured,-0.8100000023841858,19.92563297281117,125.79833276169302,6.199999809265137,13.571740475913884,135.36744884746076,6.130000114440918,14.45756768103763,"Your ball speed and carry distance are solid, but the high backspin indicates you're losing distance due to excessive spin. Try to flatten your attack angle slightly and work on aiming the clubface to improve accuracy. This will help you achieve a better launch angle and carry distance.",attack angle drill,1.1509776,69.998,97.22,0 +12/22/24 19:44:34,Lauren,,7 Iron,74.69130408525467,0.72,0.85,7.01,6.16,99.81209669077998,1.3363282099995435,16.889999389648438,5.860000133514404,3677.303466796875,188.8580780029297,3682.14990234375,Measured,-2.940000057220459,17.618110397970668,137.21565793855189,5.170000076293945,12.368766508045042,151.35606947028646,5.039999961853027,13.309273542155324,"Your swing is showing good club speed and ball speed, but the ball path indicates some issues with direction. The club face is open at impact, leading to a tendency to push the ball right. Try to focus on squaring the club face as you hit the ball.",club face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:45:01,Lauren,,7 Iron,74.80315090179442,3.06,2.77,4.83,2.06,104.6438788239684,1.3989234084717963,14.31999969482422,4.320000171661377,4779.77587890625,-11.679218292236328,4779.7900390625,Measured,0.1400000005960464,17.497812271118164,141.8416373853088,4.630000114440918,11.439194813961535,154.30883864080897,4.599999904632568,12.39063823104948,"Your 7-iron swing is looking solid! You've generated good club speed and ball speed, resulting in a healthy carry distance of around 142 yards. However, the high backspin and slight face angle suggest a need for more control over your club face at impact. Focusing on a more consistent strike can help reduce the backspin, giving you more distance. Pay attention to your club path and face alignment to keep your shots more centered and accurate.",club face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:47:28,Lauren,,Driver,79.74678019285201,-7.7,-11.08,-8.54,2.540000000000001,110.66124301507809,1.387657818252542,1.5800000429153442,-8.399999618530273,2081.051025390625,-291.7319030761719,2101.39990234375,Estimated,7.980000019073486,0.3937007917444219,46.18328776246608,-7.849999904632568,-6.31014852941297,128.8276461835503,-7.489999771118164,-16.786964064784343,"Your driver data shows that you're hitting down on the ball with a steeper angle (almost 8 degrees down) and the club path is also coming from the outside, which causes the ball to slice to the right. Consider focusing on a more upward attack angle and getting the club path more in line with your target. This will help you hit straighter shots with more distance.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:48:19,Herald,,Driver,107.32820515155792,-8.41,-12.43,-0.16,12.27,128.86990338243413,1.200708641316206,10.619999885559082,-1.6799999475479126,3228.272705078125,20.84756660461425,3228.340087890625,Measured,-0.3700000047683716,19.181977703446137,192.1150406017423,-1.899999976158142,-6.37576526285261,211.0564303950905,-1.909999966621399,-7.020997257222234,"Your club speed is solid, but your attack angle is negative, meaning you're hitting down on the ball. This often leads to high backspin and can hurt your distance. Try to focus on hitting slightly upwards on the ball for better launch and distance. Additionally, your club path is to the left; working on a straighter swing path will help improve consistency.",upward attack angle drill,1.1509776,69.998,97.22,0 +12/22/24 19:48:55,Brian,,Driver,88.73926424264909,0.66,1.12,-2.27,-3.39,123.16571744555311,1.3879506270050672,12.3100004196167,-1.7300000190734863,4983.013671875,-510.54974365234375,5009.10009765625,Measured,5.849999904632568,23.56736506830157,176.4545072964429,0.9200000166893004,2.832458267521673,188.34207816822527,1.090000033378601,3.587051484290697,"Your club speed is decent, but there's room for improvement. The face angle at impact suggests you may be slicing the ball a bit. To fix this, work on aligning your body and clubface better at setup. Also, increasing your attack angle slightly can help generate more lift and distance. With a high spin rate, consider lowering it by hitting more down or adjusting your setup for a better contact point.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:49:45,Herald,,Driver,88.8287416958809,-2.03,3.52,-7.24,-10.76,127.23694088494176,1.4323848166234006,9.09000015258789,-5.5,1336.580322265625,771.6749267578125,1543.3499755859375,Measured,-30.0,8.0271215462476,150.04373688739545,-10.43000030517578,-27.176290100760752,208.74890573434823,-11.84000015258789,-42.83682966376546,"Your club speed is decent, but your attack angle is negative, meaning you're hitting down on the ball rather than launching it upwards. This is causing the ball to have a lower launch angle, which can lead to shorter distances. Work on getting the club more level at impact by focusing on a more upward attack angle. Additionally, your club face is angled too much to the left, resulting in a slice. Aligning your clubface more towards your target should help. To improve your swing path, keep your arms relaxed and feel your body turn rather than just your arms swinging.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:50:35,Brian,,Driver,122.60648029088976,0.0,0.0,0.0,0.0,127.25930649362635,1.0379492681928195,15.869999885559082,-2.490000009536743,2052.1669921875,-348.5719299316406,2081.56005859375,Measured,9.640000343322754,24.4531933163762,204.41818985487225,0.4099999964237213,1.4545056919694872,225.4702452435613,0.6899999976158142,2.712160922882333,"Your driver swing looks solid overall! However, you had a neutral attack angle and club path, which is good, but slight adjustments can help improve distance and accuracy. Work on adding a bit of downward angle at impact for better launch and ball flight. Your backspin is slightly high, suggesting the ball could be spinning more than ideal for distance. Consider focusing on your follow-through to enhance your trajectory.",launch angle drill,1.1509776,69.998,97.22,0 +12/22/24 19:51:19,Lauren,,Driver,91.6696508359909,2.24,-3.5,-3.81,-0.31,122.6512231134584,1.3379697860189042,13.760000228881836,-3.569999933242798,4413.89453125,-1500.03369140625,4661.81982421875,Measured,18.770000457763672,24.03761910683216,175.6780345345378,4.679999828338623,14.337269554185127,188.8123238631488,5.260000228881836,17.3009615493238,"Your swing speed is good, but your club path and face angle show that you're aiming too far left. This likely results in your ball slicing, as indicated by the negative club path and side spin. Work on adjusting your club path to be more neutral and ensure your club face is squared at impact for straighter shots. Lowering the backspin can also help, aiming for a more effective launch angle. Focus on hitting the ball with a more centered face to boost your distance and accuracy.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:52:13,Lauren,,Driver,90.68539885044098,1.92,0.65,-4.5,-5.15,117.88654633955866,1.2999506848283042,12.289999961853027,-3.619999885559082,2959.192626953125,-1570.781494140625,3350.25,Measured,27.959999084472656,15.573052670986954,161.45013193898194,5.570000171661377,15.682414414861796,180.5446102349997,6.599999904632568,20.73490654004217,"Your driver swing shows good club speed and ball speed, but watch the club face angle at impact—it's too open, causing significant left spin and a slight hook. Focus on aligning the club face square to your target at impact for straighter shots. A slight change in your attack angle might help, too—try to keep it closer to neutral for better launch conditions.",club face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:52:47,Brian,,Driver,88.09055270671846,-0.02,3.49,-17.66,-21.15,117.70758733714229,1.3362112476354688,9.399999618530272,-14.06999969482422,1017.1295776367188,587.2399291992188,1174.47998046875,Measured,-30.0,6.080489701636509,122.12379151726964,-17.530000686645508,-36.789149632537374,186.2970266989469,-18.709999084472656,-59.75502823837997,"Your shot data shows a few areas for improvement. The club speed is solid, but the club face angle at impact is significantly closed (negative value), causing your shots to hook left. Focus on keeping the club face more square. Also, your attack angle is nearly neutral, which is good, but trying to hit slightly up on the ball can help increase your launch angle and carry distance. Work on your swing path for better direction as well.",face angle drill,1.1509776,69.998,97.22,0 +12/22/24 19:53:36,Jason,,Driver,82.16267143011092,2.44,0.49,-1.0,-1.49,112.00340140026128,1.363190843855819,13.630000114440918,-0.7599999904632568,4886.4443359375,-2821.189697265625,5642.3798828125,Measured,30.0,17.72747005594374,145.8005287589549,11.609999656677246,29.3416438686952,157.93962600971463,12.579999923706056,34.40507237685324,"Your driver swing shows good speed at 82 mph, but the -1.0 degree face angle indicates you're closing the clubface just before impact, leading to a slice. To improve, work on aligning the clubface to be more square at impact. Consider lowering your backspin by adjusting your attack angle to be more level with the ground, which should help you achieve a straighter flight and longer carry distance.",face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:54:08,Jason,,Driver,85.29438229322434,0.28,-5.42,-6.49,-1.0700000000000005,114.91141692364818,1.3472331217383888,18.0,-6.010000228881836,1598.2537841796875,-885.926513671875,1827.3699951171875,Measured,29.0,20.41775977729708,172.48468579752443,0.9900000095367432,2.9746281173786144,194.55379351460945,1.830000042915344,6.211723168515789,"Your shot data shows that your club speed is decent, but you're having issues with your club path and face angle, both of which are negatively influencing your shot direction. With a club path of -5.42 degrees, you are slicing the ball, as indicated by the negative club face angle. To improve, focus on aligning your body properly and swing more from the inside. Aiming for a straighter club path will help keep the ball in play and improve accuracy.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:54:42,Brian,,Driver,87.3076249909401,2.01,-5.65,-1.92,3.73,114.32981723226476,1.309505524221152,17.170000076293945,-2.2799999713897705,1879.8466796875,-1085.329833984375,2170.659912109375,Measured,30.0,19.531933615124217,167.47593503245116,5.769999980926514,16.84164389377088,188.735779611814,6.710000038146973,22.058179677714406,"Your driver swing shows some potential, but there are a few areas we can work on. Your club path is too much to the left (negative number), which may be contributing to your sidespin. Focus on aligning your club path more straight or slightly to the right. Also, your attack angle is positive but could be adjusted slightly for more optimal launch conditions. Aiming for a neutral club face will help reduce sidespin and improve accuracy. Let's work on these adjustments to help your ball fly straighter and farther.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:55:17,Herald,,Driver,90.23801158428194,6.04,-5.76,-3.3,2.46,122.36041900114924,1.3559742380500608,13.949999809265137,-3.430000066757202,3228.869384765625,-626.458984375,3289.080078125,Measured,10.979999542236328,22.473751801356684,183.6832916584372,0.6399999856948853,2.04505681440169,200.8420697995425,1.0099999904632568,3.532370873090997,"Your driver swing shows you have good club speed and a decent smash factor, meaning you're making solid contact. However, your club path and face angles suggest you're coming in too much from the inside and with a closed face, which can cause a hook. Work on adjusting your swing path more to the outside and ensure your club face is square at impact. Additionally, try to lower your backspin for more distance by keeping the ball lower in the air.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:55:58,Herald,,Driver,92.3854704618454,5.16,-8.96,-24.03,-15.07,63.39477595606786,0.6861985509101185,7.619999885559082,-20.86000061035156,9771.7392578125,-462.5328063964844,9782.6796875,Estimated,2.7100000381469727,1.7497812531855883,40.376199813139465,-20.59000015258789,-14.195099704328186,63.74671833145021,-20.34000015258789,-22.156605038611588,"Your driver shot shows a significant amount of leftward spin and a very closed face at impact, which is causing your ball to go left and not travel far. To improve, focus on getting your club face more aligned with your swing path at impact. This will help reduce the sidespin and improve your accuracy. Also, your launch angle is quite low, so consider working on your tee height and angle of attack to help the ball launch higher for a greater distance.",face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 19:56:27,Herald,,Driver,88.09055270671846,4.76,-2.86,2.9,5.76,114.19559798045248,1.2963433021092063,12.380000114440918,2.0299999713897705,1429.907958984375,615.5198974609375,1556.760009765625,Measured,-23.290000915527344,10.804899202569572,146.88319521341327,-2.130000114440918,-5.468066334724426,186.756342268598,-3.049999952316284,-9.930008380423487,"Your driver swing shows some solid potential, but you're experiencing a slight pull due to your club path moving a bit to the left. Focus on keeping the club path more neutral to help straighten out your shots. Also, your launch angle is decent, so maintaining that while bringing the club face more in line with your swing path could improve accuracy and distance.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:58:23,Brian,5 Wood,5 Wood,79.9481044626236,-0.75,1.66,4.65,2.99,110.21385404227205,1.378567444257517,14.470000267028809,4.03000020980835,2805.0888671875,-917.9282836914062,2951.4599609375,Measured,18.1200008392334,16.480751599115138,154.4947508937239,9.90999984741211,26.596674318355326,173.52361506367924,10.520000457763672,31.68197559246869,"Your shot data indicates a solid club speed and ball speed, but the high backspin and right spin suggests you might be slicing the ball. Focus on adjusting your swing path and club face angle at impact to help reduce sidespin. Work on your attack angle; a slightly higher angle could help with launch and distance. Overall, keep practicing and you'll see improvements!",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 19:58:53,Brian,5 Wood,5 Wood,80.90998708486558,-0.26,7.28,-0.25,-7.53,115.00089642485636,1.421343650744045,15.199999809265137,0.7099999785423279,4995.0556640625,-36.61632537841797,4995.18994140625,Estimated,0.4199999868869781,24.38757501851024,163.46237634522913,0.949999988079071,2.723097045122273,174.66098220614185,0.959999978542328,2.9199475061789144,"Your shot data shows that your ball speed is good compared to your club speed, which is a positive sign. However, your attack angle is slightly negative, meaning you're hitting down on the ball rather than sweeping it off the tee. This could be why you're getting high backspin, which can affect distance. Aim to improve your attack angle by trying to sweep the ball more on your backswing and follow through. Additionally, your club path is well to the right, which is generally a good sign, but the face angle is a bit closed at impact. Focus on getting your clubface more square to your target line at impact to help with accuracy.",sweep the ball drill,1.1509776,69.998,97.22,0 +12/22/24 19:59:24,Brian,5 Wood,5 Wood,78.98622184038163,0.84,2.43,2.89,0.4599999999999999,112.09288090146948,1.4191447354956546,13.899999618530272,2.680000066757202,5475.349609375,-1007.8784790039062,5567.33984375,Measured,10.43000030517578,20.888013815827662,153.6854710687876,7.590000152587891,20.29746165044457,164.315393358469,7.849999904632568,22.44094473832547,"Your shot demonstrates solid club speed and decent carry distance with a somewhat high spin rate, which could be contributing to a lack of distance. The club face is open relative to your swing path, causing the ball to veer slightly right. Focus on aligning your club face more with your swing path to improve accuracy and lower spin. Try to lower the backspin by maintaining a slightly descending angle of attack. This will help promote a longer, more penetrating ball flight.",face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 20:00:33,Brian,,Gap Wedge,64.78167613983155,-4.69,-8.32,1.63,9.95,80.05995332713974,1.2358425730499774,26.75,0.3000000119209289,6136.75634765625,3220.5029296875,6930.47021484375,Estimated,-27.690000534057617,19.22572114945501,95.3521434148788,-9.640000343322754,-15.955817731598016,101.3123323822856,-10.18000030517578,-17.90245009768455,"Your club speed is good for a gap wedge, but the negative attack angle means you're hitting down too steeply on the ball, which can lead to more spin and less distance. Also, your club path is significantly out to the right, causing your ball to start further right and curve left. Focus on leveling out your swing and aligning your path more toward your target.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 20:00:51,Herald,,Gap Wedge,61.31442482709885,-2.82,-0.17,-1.84,-1.6700000000000002,73.48335505333125,1.198467656844987,30.309999465942383,-1.5299999713897705,4023.52734375,1107.508544921875,4173.169921875,Estimated,-15.390000343322754,18.79921264283508,89.14041972488758,-6.099999904632568,-9.470690724870565,97.87838739156724,-6.440000057220459,-10.979877158408613,"Your gap wedge shot shows a decent club speed and solid ball speed, but the face of the club was slightly closed at impact, causing the ball to start left and spin a lot. This contributed to your carry being shorter than expected and deviating left. Focus on making sure your club face is more square at impact to improve direction and distance.",face angle drill,1.1509776,69.998,97.22,0 +12/22/24 20:01:13,Brian,,Gap Wedge,56.01288572311401,-5.14,-1.47,3.69,5.16,58.38403908708051,1.042332283605021,31.420000076293945,2.8499999046325684,6151.97216796875,-1090.2950439453125,6247.83984375,Estimated,10.050000190734863,12.35783012506738,60.0612386181474,5.510000228881836,5.774278278918189,65.91207209938466,5.690000057220459,6.539807357189432,"Your gap wedge shot shows a good club speed and decent launch angle, but the negative attack angle and crossover of your club path indicate that you're hitting slightly down and to the left, which can cause inconsistencies. To correct this, focus on improving your club path and ensure your swings are more on-plane. Additionally, aim to reduce backspin by hitting the ball more cleanly, which will help with distance control.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 20:01:34,Jason,,Gap Wedge,53.75358002901078,-4.93,-1.21,7.28,8.49,53.55225695389208,0.99625470387256,30.40999984741211,5.829999923706055,1598.9947509765625,923.179931640625,1846.3599853515625,Estimated,-30.0,8.945756857353445,52.854331193912,2.200000047683716,2.03412069216175,64.3372704968333,1.5199999809265137,1.706036633856968,"Your shot data suggests a strong club speed with a good smash factor, indicating that you’re making solid contact. However, your attack angle is negative, which means you're hitting down on the ball too much. This can lead to less optimal launch conditions and softer shots. Focus on delivering the club more level or with a slight upward strike for a better launch angle. The club path and face angle also show that you're closing the face too much at impact, which can cause draws or hooks. Work on getting your face more square to the target line at impact for straighter shots.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 20:02:06,Lauren,,Gap Wedge,52.67985059022904,-5.91,-6.77,0.53,7.3,53.91016642548993,1.0233545809541285,36.54999923706055,-0.4099999964237213,1433.8336181640625,-326.2853698730469,1470.489990234375,Estimated,12.81999969482422,12.204723892232778,56.50699550057652,1.2200000286102295,1.202974619713146,67.59623753171263,1.4800000190734863,1.7497812531855883,"Your shot with the gap wedge shows a slightly downward strike with the -5.91 degree attack angle, which is common, but it could be a bit too steep. This may lead to less control and consistency. The club path of -6.77 indicates you're coming across the ball from the outside in, which can cause pulls or slices. Focus on a more neutral swing path. The launch angle is good at around 36 degrees, helping your ball to get airborne. Your spin rate is reasonable, but aim for more consistent contact to improve distance. Overall, practicing your swing path will help straighten out your shots and improve your accuracy.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 20:02:21,Herald,,Gap Wedge,54.46939965486527,1.51,-9.29,0.0,9.29,39.258230898810325,0.7207391883803099,18.979999542236328,38.68000030517578,4128.6640625,-2383.684814453125,4767.3701171875,Estimated,30.0,2.03412069216175,21.99256346575021,41.810001373291016,14.66535374285877,26.2029728747666,42.22999954223633,17.607174014993006,"Your gap wedge swing shows that your club path is quite off to the left (negative value), which means you're likely coming across the ball and causing a significant leftward curve on your shots. Focus on straightening your swing path to help improve accuracy. Additionally, your smash factor indicates there's some room for better ball contact—try to hit the ball more consistently in the center of the clubface to increase ball speed and distance.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 20:02:53,Jason,,Gap Wedge,55.02863373756409,-6.91,2.67,6.71,4.04,48.92179943180463,0.8890244243590811,11.699999809265137,5.849999904632568,2385.720703125,-88.73126983642578,2387.3701171875,Estimated,2.130000114440918,1.3888888281609866,24.96719080091566,6.010000228881836,2.613735822722873,38.024933792290085,6.050000190734863,4.00262465088386,"Your gap wedge swing shows some room for improvement. The speed is decent, but the attack angle is a bit too negative, which can lead to thin or low shots. Aim for a more neutral angle to help the ball get airborne better. The face is open at impact, indicated by the 6.71-degree face angle. Focus on turning your body more through the shot to square the face. Your carry distance is short; improving your launch angle and reducing backspin could help you get more distance. Try to work on your swing path too, as it veers slightly to the right.",face angle drill,1.1509776,69.998,97.22,0 +12/22/24 20:03:29,Jason,,Gap Wedge,62.8579108953476,-6.5,-8.11,-1.58,6.529999999999999,73.192559474257,1.164412854829293,29.0,-2.309999942779541,6347.220703125,610.0498046875,6376.47021484375,Estimated,-5.489999771118164,18.35083137025981,85.87051004932528,-4.349999904632568,-6.517935112709552,91.5463655747235,-4.429999828338623,-7.075677607684213,"Your club speed is in a good range for a gap wedge, but your attack angle of -6.5 degrees suggests you're hitting down too much. This can lead to excessive backspin and lower distances. Try to have a more neutral attack angle by focusing on sweeping the ball off the ground. Your club path is also quite negative, meaning your club is coming from too far inside. This can cause pulls to the left. Work on your swing path to achieve a more square face at impact. Consider practicing a simple 'swing path drill' to help improve your alignment and club path.",swing path drill,1.1509776,69.998,97.22,0 +12/22/24 20:03:58,Lauren,,Gap Wedge,62.41052362918853,-0.88,0.76,-0.5,-1.26,68.85290179786125,1.1032258310625631,25.729999542236328,-0.3199999928474426,4696.408203125,2277.415283203125,5219.47021484375,Estimated,-25.8700008392334,12.806211397642642,76.78258647096754,-7.130000114440918,-9.525371596807986,85.89238698708414,-7.820000171661377,-11.690725364742434,"Your shot with the gap wedge shows good potential, but the club face was slightly closed at impact, leading to a significant leftward bias in your shots. Your launch angle and backspin are in a good range, but let's work on squaring the club face at impact to improve accuracy. Additionally, your attack angle is close to neutral, which is great, but a tiny upward angle could help with carry distance.",face alignment drill,1.1509776,69.998,97.22,0 +12/22/24 20:04:25,Lauren,,Gap Wedge,52.16535523414612,-4.93,-4.5,0.72,5.22,56.19184250688932,1.0771869999671269,30.309999465942383,0.0299999993294477,1695.9344482421875,509.4500427246094,1770.800048828125,Estimated,-16.719999313354492,9.973752869383247,58.38801165469886,-2.220000028610229,-2.2637793895693505,70.66929231367703,-2.5999999046325684,-3.204286945155076,"Your gap wedge shot shows a decent carry distance of around 58 yards, but the club path and attack angle suggest you're coming in a bit too steep. This might be causing the ball to spin more and not carry as far as it could. Focus on a smoother swing and try to aim for a shallower attack angle to improve your distance and control.",swing path drill,1.1509776,69.998,97.22,0 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_10.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_10.csv new file mode 100644 index 0000000000..fc94d8739b --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_10.csv @@ -0,0 +1,114 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +5/26/24 14:53:54,Jason,,Pitching Wedge,67.68957441657085,0.6314089298248291,1.814201831817627,3.410184144973755,1.595982313156128,92.98628529158668,1.3737165005549663,21.53819465637207,3.0282084941864014,4783.27392578125,1522.9171142578125,5019.859375,Measured,-17.660633087158203,21.09676877902075,120.08210252164372,-3.7432942390441895,-7.839716309141124,129.3879778040964,-4.221042633056641,-9.52352348784018,"Your club speed is solid for a pitching wedge, and the ball speed suggests good power. However, the high backspin indicates that you might be hitting down too much on the ball. This can shorten your distance. Try to reduce the attack angle slightly and focus on making a cleaner, more sweeping swing. Your carry distance is decent, but there’s room for improvement on your accuracy since you deviated a bit to the left. Work on keeping your clubface more square at impact.",half swing pause,1.2065908,64.0,101.325,73 +5/26/24 14:54:33,Brian,,Pitching Wedge,,,,,0.0,59.84935765163982,-26.755056381225582,6.8560099601745605,-1.9833440780639648,2598.173095703125,0.0,2598.173095703125,Estimated,-0.0,0.8717261832395522,26.405856024478453,-1.989184617996216,-0.9165874770436062,45.464285766115154,-1.9867234230041504,-1.5762251001402063,"It looks like your ball speed is decent, but your launch angle is quite low, which means the ball isn’t getting enough height. This can lead to shorter carry distances. Work on creating a slightly upward angle of attack during your swing to help the ball launch higher. Consider focusing on your follow-through to ensure that you’re finishing your swing properly.",upward swing drill,1.2065908,64.0,101.325,73 +5/26/24 14:55:21,Jason,,Pitching Wedge,73.06861423726968,-0.5910353660583496,5.339192390441895,0.971936285495758,-4.367256164550781,90.77933474824567,1.2423847871736753,16.575088500976562,1.4664475917816162,4172.693359375,1089.385009765625,4312.5546875,Measured,-14.631884574890137,13.955133392957578,113.40345389234608,-3.3774220943450928,-6.680938949440588,126.13617375589364,-3.8649282455444336,-8.502165858191916,"Great job! Your club speed is solid for a pitching wedge, and your ball speed is also good. However, your attack angle is slightly negative, which can cause the ball to hit lower on the face. Try to focus on hitting the ball with a more upward angle. Additionally, your backspin is high, which can give you more control, but it may limit distance. Work on your swing path being more neutral to help straighten out your shot. Overall, keep practicing and you'll see improvements!",attack angle drill,1.2065908,64.0,101.325,73 +5/26/24 14:56:29,Brian,,Pitching Wedge,70.75618437727462,-2.476401805877685,3.468922615051269,4.683549880981445,1.2146272659301758,93.61183114272808,1.3230197751137385,16.686159133911133,4.281229972839356,9172.306640625,-74.8260498046875,9172.611328125,Measured,0.467398464679718,18.19867109387769,113.03126226780478,4.887439727783203,9.630079693835,118.70015088129276,4.870253562927246,10.07769022570642,"Your shot shows good distance, but we can improve accuracy. The club path is drifting a bit to the right, which is causing the ball to curve slightly. Let's work on keeping the club path more square at impact for straighter shots.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:05:51,Lauren,,Pitching Wedge,68.01883355197697,-1.4451252222061155,5.999017238616943,2.7628872394561768,-3.2361299991607666,84.48319830604214,1.2420559702995178,17.440521240234375,3.020137548446656,5927.8212890625,383.896728515625,5940.2392578125,Estimated,-3.705406904220581,13.58426214423639,101.0835673634174,1.865715503692627,3.2912210732039,111.11219092179908,1.732913374900818,3.360247995299005,"Your shot shows good club speed and solid contact, but your attack angle is slightly negative, which might indicate you're hitting down on the ball more than you should with a pitching wedge. Aim for a neutral or slightly positive attack angle for better ball flight. The high backspin is great, but let's work on keeping your shots straighter by improving your swing path and club face alignment.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:06:35,Brian,,Pitching Wedge,67.70839873277009,-2.4848310947418213,5.958157539367676,3.487468242645264,-2.470689296722412,89.48152358486095,1.321571994901615,25.55464553833008,3.6102120876312256,4522.06201171875,953.5830688476562,4621.51123046875,Measured,-11.907705307006836,23.929442155162405,116.16751570158247,-0.6832827925682068,-1.3851480240750504,124.55559420544068,-0.9823800325393676,-2.135489130086881,"Great job with a carry distance of 116 yards! Your club speed is solid, but we can improve your angle of attack. Currently, it’s slightly negative, which means you might be hitting down on the ball too much. A more neutral attack angle (0 degrees) would help you achieve better launch conditions. Additionally, your spin rate is on the higher side, which is causing the ball to hang in the air a bit. Focus on lowering the spin and improving your impact position.",attack angle drill,1.2065908,64.0,101.325,73 +5/26/24 15:07:18,Lauren,,Pitching Wedge,68.0799059141882,4.428797721862793,4.561976909637451,2.7464847564697266,-1.8154921531677248,92.10423893245206,1.3528843451773491,22.97693252563477,2.8268513679504395,2472.269287109375,1427.3651123046875,2854.73046875,Measured,-30.0,19.58661761591429,123.2786134857397,-5.981566429138184,-12.846675806069811,137.03959948559623,-6.8852410316467285,-16.428488287328605,"Your club speed is decent for a pitching wedge, and you're getting good ball speed too. However, the ball is launching a bit higher than ideal and drifting left (negative carry and total deviation angles). Focus on straightening your swing path and keeping your club face aligned at impact. This will help with accuracy and distance control.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:08:05,Brian,,Pitching Wedge,68.63230487572855,2.2669591903686523,2.0983123779296875,5.172009468078613,3.073697090148926,90.25395200841284,1.31503600486439,17.718225479125977,4.510961532592773,9957.921875,738.8240356445312,9985.29296875,Measured,-4.243262767791748,17.918060986527735,105.39875579012096,2.967814683914185,5.457139338304728,109.98874925954988,2.872966766357422,5.512974756871586,"Your pitching wedge shot shows good club speed and decent launch angle, but the club face is open relative to your swing path, leading to a bit of rightward deviation in your carry. Focus on squaring the club face at impact to improve direction and control.",face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:09:04,Jason,,Pitching Wedge,70.05789696519014,1.855942845344544,7.557165145874023,1.9336609840393064,-5.623504161834717,91.8524402368912,1.311093313042642,21.44769096374512,2.5339584350585938,5859.90380859375,811.2971801757812,5915.798828125,Measured,-7.882428169250488,21.41779949086072,116.8180750890715,-0.5605794787406921,-1.1429496674421813,124.36282350750751,-0.7535542249679565,-1.6359736704267078,"You have a solid club speed with a good launch angle, which indicates that your ball is getting decent height. However, your attack angle is slightly positive, and the club path is a bit out to in. This could lead to inconsistent contact and direction. Focus on keeping your club path more neutral or even slightly inside-out to improve accuracy and distance. Additionally, your backspin is on the higher side, which can affect distance. Try hitting down a bit less and focus on making cleaner contact to lower the spin rate.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:09:40,Lauren,,Pitching Wedge,70.25049207698385,8.01711654663086,5.807127475738525,7.330244064331055,1.5231165885925293,94.67851110549054,1.3477273725248402,7.290665626525879,6.747857093811035,2889.060302734375,615.1640625,2953.827392578125,Measured,-12.020402908325195,4.159385383618684,90.39725897710196,4.390391826629639,6.920091759121078,124.329874603156,3.6887571811676025,7.998946228095633,"Your club speed is good, but your launch angle is lower than ideal for a pitching wedge. This can lead to less height on your shots. Focus on improving your attack angle to create more lift. Additionally, try to align your clubface more square to your target for better accuracy.",attack angle drill,1.2065908,64.0,101.325,73 +5/26/24 15:10:18,Lauren,,Pitching Wedge,67.67639483526091,2.509032726287842,7.37765645980835,2.0304269790649414,-5.347229480743408,90.94816480083044,1.343868346152571,17.346763610839844,2.590982913970948,7048.23291015625,0.0006161759956739,7048.23291015625,Measured,-5.008955668017734e-06,16.948153166975885,111.82926554491496,2.7940030097961426,5.451123597601395,119.67777966624452,2.7758684158325195,5.795923681580632,"Great shot! Your club speed is solid for a pitching wedge, and you're launching the ball at a good angle. To improve consistency, focus on your club path, which is slightly outside-in. This can lead to some slight inaccuracies in distance. Try to get the club moving more from inside to out. This will help with straighter and more controlled shots.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:11:00,Brian,,Pitching Wedge,68.32033834085632,2.6484549045562744,6.068521976470947,3.1121950149536133,-2.956326961517334,89.62458326803426,1.3118287386237628,22.63130760192871,3.3157637119293213,5210.302734375,1593.9130859375,5448.65234375,Measured,-17.009693145751953,20.842858214320813,113.34645871239536,-3.1609973907470703,-6.250191368949515,121.48578091482614,-3.5882327556610107,-7.603224588643116,"Your club speed of 68 mph is solid for a pitching wedge, but you have a slight rightward path, which is leading to some inconsistency in your shots. Try to aim for a club path closer to straight or slightly left. Your launch angle is good for a pitching wedge, but lower your backspin a bit for more control on your shots. Focus on making sure your clubface is square at impact for better accuracy.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:13:01,Brian,,Pitching Wedge,65.16270863004411,-2.3418214321136475,0.2752095460891723,2.915557861328125,2.640348434448242,86.33302443539651,1.3248839136743855,22.30933952331543,2.429341554641724,5517.55078125,400.9758605957031,5532.1015625,Estimated,-4.156538009643555,19.283540260604696,108.21716785586432,1.0258382558822632,1.937720481145064,116.12339470735331,0.91107177734375,1.8466166354589435,"Great job! Your shot shows good distance and ball speed, but let's focus on improving your attack angle and spin rate. A slightly more positive attack angle can help you get more lift and control the spin better. Try to make sure the clubface is square at impact, which can help reduce sidespin and improve accuracy.",attack angle adjustment drill,1.2065908,64.0,101.325,73 +5/26/24 15:13:33,Brian,,Pitching Wedge,68.03267872560946,1.051556944847107,2.259279489517212,4.762829303741455,2.503549814224243,84.05268807187713,1.235475210536393,23.24700164794922,4.194993019104004,4214.5986328125,2433.29931640625,4866.59912109375,Estimated,-30.0,17.338204282467927,102.5078127480474,-5.702277183532715,-10.185122510444444,111.59966616533892,-6.525701999664307,-12.683217242753017,"Your shot data shows that while you're making solid contact with a decent smash factor, your ball is curving quite a bit due to the face angle being open relative to the club path. This leads to more sidespin, which contributes to the leftward deviation. Focusing on a square club face at impact will help reduce that sidespin and improve your accuracy.",face angle drill,1.2065908,64.0,101.325,73 +5/26/24 15:15:43,Lauren,,Pitching Wedge,65.36030421749183,6.155110359191895,3.299255847930908,9.332292556762695,6.033036708831787,77.28682264788767,1.182473422870086,22.03875160217285,8.078583717346191,6174.6728515625,49.59455108642578,6174.8720703125,Estimated,-0.4601859450340271,14.776315373390844,90.62861885777149,8.496204376220703,13.38982063898584,98.56690184765466,8.424735069274902,14.441032737710543,"Your pitching wedge shot shows good potential, but there are a few areas to improve. Your club speed is solid, but your attack angle is a little steep, suggesting you might be hitting down too much. This can lead to excessive backspin and not enough carry. The club face is open relative to your swing path, which is causing the ball to launch higher right. Focus on keeping the club face square at impact and try to flatten your swing path slightly. This should help with both distance and direction.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:16:40,Herald,,Pitching Wedge,72.3587600252722,-0.1073135063052177,5.474445343017578,0.6406054496765137,-4.8338398933410645,89.11650592858769,1.2315924968512817,22.12691307067871,1.2112088203430176,5104.7119140625,1059.04833984375,5213.412109375,Estimated,-11.720590591430664,20.1617090773816,113.42548101503236,-3.258885622024536,-6.448018814247462,122.01177859224572,-3.5533039569854736,-7.561974316724275,"You're hitting your pitching wedge well, but your ball is drifting left, costing you some accuracy. Your club speed and launch angle are good, but the high backspin indicates you might be lifting the club too much at impact. Focus on a more consistent strike and a slightly descending angle to help control spin and direction.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:17:39,Brian,,Pitching Wedge,67.72700118486182,4.1350860595703125,8.002963066101074,2.3127191066741943,-5.690243721008301,78.65110771117816,1.1612961792963317,23.401212692260746,2.901106834411621,3916.768310546875,2261.346923828125,4522.6943359375,Estimated,-30.0,14.884802081473367,92.912464361626,-5.975861549377441,-9.673075344059498,102.84033886453926,-6.845730304718018,-12.258217886063337,"You're hitting the ball well overall, but your club face is slightly open compared to your path. This explains the left spin and deviation in your shots. Focus on keeping your hands ahead at impact to square up the face. Also, lowering your attack angle a bit will help reduce the backspin for better distance.",face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:18:09,Brian,,Pitching Wedge,65.24546820876503,5.004232406616211,10.33828067779541,8.156110763549805,-2.182169914245605,86.16525250393988,1.3206319897688237,25.121665954589844,7.993212699890137,6529.68359375,-1.6050806045532229,6529.68408203125,Estimated,0.0140840429812669,22.50118349552781,106.01773462481924,8.888117790222168,16.380371748259904,111.40583582930684,8.828728675842285,17.0986979124375,"Your shot shows a solid club speed and good carry distance. However, your launch direction indicates that the ball is starting off to the right. This could be due to the club path being too far to the right. Focus on getting your club path more in line with your target and ensuring your clubface is square at impact. Work on these adjustments for better accuracy and distance control.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:18:35,Brian,,Pitching Wedge,68.41780068331764,2.501849174499512,6.744406223297119,5.327511787414551,-1.4168944358825684,83.64363892349684,1.2225420590564486,21.501218795776367,5.220046520233154,5036.56201171875,1375.2930908203125,5220.95654296875,Estimated,-15.27296257019043,16.621067082298964,102.64546557762242,0.1532334089279174,0.276632455636534,111.7178450159936,-0.2866736650466919,-0.5594475241179637,"Your shot shows good ball speed and decent carry, but your club path and face angle suggest you may be cutting across the ball, leading to some left spin. Aim to adjust your club path for a straighter flight. Practicing with a focus on keeping the club on a better target line can help improve your consistency.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:19:18,Herald,,Pitching Wedge,68.9533891720962,0.8326705694198608,10.368715286254885,2.2472167015075684,-8.121498107910156,87.06004751602177,1.2625927247569275,22.06146240234375,3.1433210372924805,6256.50830078125,1361.8931884765625,6403.0185546875,Estimated,-12.280362129211426,19.533731662449554,107.25795341173398,-1.5723410844802856,-2.9432175655821027,114.27345848959705,-1.862776160240173,-3.714492521015245,"Your shot data shows a solid club speed and decent carry distance. However, your attack angle is very low, which may be causing the ball to fly lower than optimal. Additionally, your club path is significantly to the right, indicating an outside-in swing that may lead to slicing. Focus on improving your attack angle and aligning your swing path more towards your target for better results.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:20:18,Herald,,7 Iron,84.08675274561574,-1.043928861618042,2.399608373641968,6.287134647369385,3.887526273727417,89.97703146929325,1.0700500201440426,19.75308609008789,5.464651107788086,4977.8173828125,875.2620849609375,5054.18115234375,Measured,-9.97252082824707,17.976566359359595,114.34003213047345,2.0693302154541016,4.128886370895458,123.9894220599399,1.7616976499557495,3.8118543327476857,"You have good distance with your 7 iron, but your club face is aimed too much to the right, which may be causing some unwanted side spin. Focus on aligning your club face with your intended target and ensure that your attack angle is more level. This should help reduce that side spin and improve your accuracy.",club face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:20:40,Jason,,7 Iron,72.65446221441653,-0.410955399274826,-0.961890459060669,10.619564056396484,11.581454277038574,82.94459632012331,1.1416311371948322,24.05607414245605,8.602792739868164,4141.80078125,369.069580078125,4158.2119140625,Estimated,-5.092091083526611,18.61231793018669,105.24837061614473,7.516820430755615,13.76831168687113,115.09876638373044,7.312763690948486,14.650440588157494,"Your club speed is good, but the attack angle and club path suggest you're hitting slightly down on the ball with your club face pointing towards the right. This causes the ball to spin a bit too much. Focus on a more neutral swing path and try to get the face to align more with your target line. This will help reduce that rightward spin and improve your accuracy.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:21:08,Herald,,7 Iron,72.88203505608362,-1.87126898765564,3.14938759803772,24.95783042907715,21.808443069458008,72.44339264905466,0.9939814742180096,26.773855209350582,20.895002365112305,6113.35888671875,-1556.8892822265625,6308.4912109375,Estimated,14.287799835205078,15.704281966062696,82.28250869751628,27.56467056274414,38.07618022696397,89.03441419695991,27.740976333618164,41.443305440397125,"Your club speed is decent for a 7 iron, but the face angle is significantly open. This causes the ball to spin too much and head off to the right. Focus on aligning your club face better at impact and try to create a more neutral path. It may help to work on your grip and setup to get better direction.",club face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:21:38,Brian,,7 Iron,75.50038138740365,0.1013535782694816,6.194618225097656,-1.185295343399048,-7.379913330078125,101.9341671465263,1.3501145990705263,23.14307403564453,-0.1985145509243011,3627.507568359375,959.3904418945312,3752.2314453125,Measured,-14.814196586608888,27.414894318275856,147.2808682139712,-6.370921611785889,-16.343008032813145,153.5057998339671,-6.575544834136963,-17.57848869385839,"Your 7 iron shot data shows good speed, but the clubface was slightly closed, leading to a pull. A more neutral club face at impact will help straighten your shot. Additionally, your backspin is high, which can reduce distance, so working on a slightly steeper attack angle could help lower it and improve carry distance.",club face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:22:02,Herald,,7 Iron,135.3988776722408,3.877509593963623,-6.717473983764648,6.747825622558594,13.465299606323242,93.8157327907702,0.6928841243268599,20.80807876586914,4.702279567718506,3505.808349609375,1562.56787109375,3838.269287109375,Measured,-24.022930145263672,19.2786446491516,123.2711292701906,-3.3832719326019287,-7.27482907913037,135.3603818122656,-4.129055976867676,-9.746456325360782,"Your shot shows a strong club speed but a high spin rate and an inconsistent club path. The club face is also pointing right at impact, which is likely causing your ball to curve right. Focus on getting your club path more to the right and squaring the club face at impact. Lowering the spin will help the ball carry farther.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:22:39,Herald,,7 Iron,77.44160699581971,4.571028232574463,5.945849418640137,-5.0623955726623535,-11.008245468139648,108.6459915938658,1.4029408196517732,15.228934288024902,-3.4143803119659424,3235.945556640625,865.9257202148438,3349.801513671875,Measured,-14.981112480163574,18.572550212950546,151.00552116250583,-9.074716567993164,-23.81694947273149,166.25164419144858,-9.541223526000977,-27.55744901700928,"Your shot shows a solid club speed, but the face is closed at impact, leading to a pull left and a higher spin rate. For better accuracy and distance, focus on keeping the club face more neutral at impact. Try to swing more along your target line rather than inside-out.",face control drill,1.2065908,64.0,101.325,73 +5/26/24 15:23:21,Brian,,7 Iron,75.1023059791105,2.781729221343994,5.596421241760254,0.2891532778739929,-5.307268142700195,111.9322939538024,1.4903975649554098,15.917031288146973,0.9377804398536682,3292.38330078125,912.3089599609376,3416.44482421875,Measured,-15.487885475158691,21.356851527056733,159.1667036154813,-5.005859851837158,-13.888509690438696,173.51353598632886,-5.484014987945557,-16.58246121234845,"Your 7-iron shot shows good speed and distance, but there's some unwanted sidespin causing the ball to curve left. To improve accuracy, focus on aligning your swing path more toward the target and controlling your face angle at impact. A more neutral club path will help reduce that sidespin.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:23:59,Jason,,7 Iron,78.70783665682302,2.592815399169922,3.672975778579712,8.233888626098633,4.5609130859375,109.32161900066149,1.3889546917331594,16.359766006469727,7.223091125488281,5007.3740234375,1157.15380859375,5139.33837890625,Measured,-13.01206398010254,23.437148478534937,148.1483697290987,1.8125094175338743,4.685947558204646,157.95784844757327,1.4291657209396362,3.939720111220055,"Your 7-iron shot looks solid with decent club speed and carry distance. The key areas to focus on are your club path and face angle at impact, which indicate that you may be coming in a bit too steep and right of target. Adjusting these can help straighten your shots and improve consistency. Try to aim for a more neutral path and ensure the face is square at impact for better accuracy.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:25:17,Lauren,,7 Iron,77.8229231307605,3.5912399291992188,5.38950252532959,0.2293794304132461,-5.160122871398926,114.42655851637664,1.4703451619789911,17.134910583496094,0.8627897500991821,3151.819091796875,-76.42610168457031,3152.74560546875,Measured,1.3890503644943235,24.9145801864845,169.40946584952326,1.476577639579773,4.3653110817991205,184.40528066612205,1.5107723474502563,4.8618558262328975,"Great job on your 7-iron shot! Your club speed and ball speed are decent, which shows good power. However, your launch angle is slightly low, and your backspin is a bit high, which can affect your distance and control. Focusing on a more balanced swing and ensuring a proper follow-through will help you achieve better launch conditions. Try to lower the attack angle slightly to get a better trajectory.",launch angle drill,1.2065908,64.0,101.325,73 +5/26/24 15:25:56,Lauren,,7 Iron,75.80940395623384,3.075217962265014,5.42439603805542,2.450366497039795,-2.974029541015625,109.44980525539631,1.443749713671192,13.582160949707031,2.691525220870972,5227.81298828125,2355.416015625,5733.93505859375,Measured,-24.254175186157227,18.29287667549511,140.8917844683201,-7.886104106903076,-19.33098201045096,151.4048128228369,-8.625185012817383,-22.70619635094636,"Your club speed is good, but the ball is veering left due to a combination of your club path (slightly inside-out) and face angle. Focus on straightening your club path and ensuring your face is square at impact. Try to reduce your backspin slightly for a more controlled ball flight.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:26:29,Herald,,7 Iron,77.67232860116656,7.182547092437744,8.774006843566895,7.3612847328186035,-1.412722110748291,103.53651239718148,1.3329909668193785,7.136092662811279,7.144591808319092,2201.958984375,378.67626953125,2234.28271484375,Measured,-9.757848739624023,4.582218792058427,103.54263695951975,5.39005184173584,9.72632320148125,143.59269351558214,4.846381664276123,12.131319966012027,"You have a solid club speed and a decent smash factor, but your ball flight shows that you're slicing a bit. This means the ball is curving to the right, which probably caused some of that deviation. Focus on aligning your body better with the target and work on bringing the club more inside on the backswing. This will help straighten out your shots and improve your accuracy.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:28:59,Herald,,7 Iron,74.78349578984489,4.007567882537842,10.521320343017578,0.1957879215478897,-10.325531959533691,102.54437024130948,1.3712165920870782,15.552766799926758,1.4773259162902832,2931.84228515625,1616.865234375,3348.126708984375,Measured,-28.87605094909668,10.058668887470049,122.36850951287124,-1.172531008720398,-2.504134982357698,142.54777353954523,-1.9191807508468628,-4.773797918605737,"Your 7-iron swing shows great potential! Your club speed is solid, but your attack angle is slightly steep, which might be causing you to get too much backspin. This can lead to less distance. Aim for a more level swing path to help improve your distance and accuracy. Also, try to keep the clubface more square to your target at impact.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:29:38,Lauren,,7 Iron,70.49766149260904,6.897951602935791,-1.764883518218994,8.958209991455078,10.723093032836914,99.12258571079474,1.4060407623760218,,7.137642860412598,2770.53173828125,-83.23709869384766,2771.781982421875,Measured,1.7208610773086548,,,,,,,,"Your club speed of 70 mph is solid, but your attack angle is a bit steep, which can cause the ball to launch too high with excessive backspin. The face is also closed relative to your swing path, leading to a slight hook spin. Focus on maintaining a more neutral attack angle and ensuring the clubface is square at impact for better accuracy and distance.",attack angle drill,1.2065908,64.0,101.325,73 +5/26/24 15:32:18,Lauren,,7 Iron,70.40697027204442,8.679288864135742,5.341860294342041,5.682614803314209,0.3407545089721679,101.77683989459274,1.445550625191494,17.586400985717773,5.336239337921143,6028.98828125,1318.488525390625,6171.4755859375,Measured,-12.33588981628418,,,,,,,,"Your swing speed with a 7-iron is solid, but your attack angle is a bit steep. This can lead to excessive backspin, which may make your shots fly higher without much distance. Work on leveling out your swing a bit more to get cleaner contact with the ball. Additionally, focus on keeping your clubface more aligned with your swing path to improve accuracy.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:34:23,Lauren,,7 Iron,73.98533966305604,2.809598445892334,4.435081005096436,9.769083023071287,5.3340020179748535,106.52479152807972,1.439809454321827,21.21730232238769,8.57949447631836,3401.396240234375,28.3886833190918,3401.5146484375,Measured,-0.4781900942325592,,,,,,,,"Your shot data shows some good elements like decent club speed and ball speed. However, your attack angle is slightly steep, and the club face is quite open relative to your swing path, which may lead to inconsistent ball direction. Try to focus on getting the club face more square to your target by practicing your swing path.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:34:55,Brian,,7 Iron,77.6936531551928,3.5040106773376465,5.192759990692139,2.6519906520843506,-2.540769338607788,106.76189599313513,1.3741392206114778,18.4836483001709,2.828159809112549,2905.2392578125,1233.7119140625,3156.33642578125,Measured,-23.0085391998291,,,,,,,,"Your swing speed is decent for a 7-iron, but your club path and face angle suggest you're aiming a bit to the right. This can cause your shots to curve away from the target. Focus on improving your swing path and face angle for straighter shots. A slight adjustment in your alignment can make a big difference.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:35:33,Herald,,7 Iron,74.78349578984489,4.007567882537842,10.521320343017578,0.1957879215478897,-10.325531959533691,102.54437024130948,1.3712165920870782,15.552766799926758,1.4773259162902832,2931.84228515625,1616.865234375,3348.126708984375,Measured,-28.87605094909668,,,,,,,,"Your swing speed is decent for a 7 iron, but the club path indicates you're coming too far from the inside, which can cause directional issues. Your attack angle is good, but the high backspin suggests the ball is not being struck cleanly. Focus on hitting down on the ball to reduce spin and improve distance. Try to align your clubface better at impact.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:37:44,Herald,,7 Iron,77.01495378383152,5.952808380126953,5.176298141479492,8.807807922363281,3.631509780883789,106.48085390155666,1.3825997247291888,19.06529426574707,7.882627964019775,3124.0517578125,521.93994140625,3167.352294921875,Measured,-9.484888076782228,23.67848105556459,153.5501711364086,4.843834400177002,12.965805827931376,167.04033199411606,4.519173622131348,13.161638629662209,"Your 7 iron swing shows solid club speed and ball speed, but your club face is open at impact, which is causing your ball to spin and deviate to the right. Focus on closing the club face a bit more as you swing through to improve your accuracy. Your launch angle is good, but watch your angle of attack; it’s slightly upward, which can cause higher spin. Practice making more of a descending strike.",face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:38:18,Lauren,,7 Iron,69.94634625190156,0.2022232711315155,7.4578070640563965,6.32823371887207,-1.1295733451843262,99.3722681640993,1.4206927665131297,17.96806526184082,6.131328105926514,2544.502197265625,410.0458984375,2577.329833984375,Measured,-9.154498100280762,17.552830016191365,138.13670038029977,3.643627643585205,8.77863962233289,155.51812767628508,3.304997444152832,8.96580341630954,"Your swing speed with the 7 iron is solid for your level, and you're making decent contact with good ball speed. However, the club face is slightly open at impact, which is causing the ball to veer right. Focusing on your swing path can help correct this. Try to keep the face more aligned with your target during the swing for better accuracy.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:39:34,Herald,4 Hybrid,4 Hybrid,82.88822577034443,4.143530368804932,9.921513557434082,-3.860870838165283,-13.782384872436523,123.04015089393395,1.484410478694973,12.989059448242188,-1.929957747459412,2854.8857421875,34.7122802734375,2855.0966796875,Measured,-0.6966196298599243,20.87570490948565,183.1631845676148,-2.29336929321289,-7.329537589266238,201.29849848114463,-2.3040125370025635,-8.092410793109423,"Your hybrid shot shows you have good club speed and ball speed, but you're hitting the ball with a slightly open face, causing it to curve to the right (slice). Work on aligning your club path with your face angle to promote straighter shots. A slight adjustment to your setup can help with this.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:40:19,Brian,4 Hybrid,4 Hybrid,82.99158884474218,,-3.190962553024292,9.458211898803713,12.649174690246582,118.77965177112948,1.4312251810642926,13.786089897155762,7.369914531707764,2387.808349609375,-140.78457641601562,2391.955078125,Estimated,3.3742384910583496,18.85143945134064,175.46862668409085,8.800379753112793,26.84536387092612,195.83303535182856,8.8709716796875,30.19938753534484,"Your shot shows potential, but the club path is slightly to the left (-3.19°) and the face is open (9.46°), which might be causing the ball to slice. Try working on squaring the club face at impact. Your ball speed is good, but increasing your attack angle could help with better launch conditions. Aim to strike the ball on a slightly upward angle for more distance.",face angle drill,1.2065908,64.0,101.325,73 +5/26/24 15:40:48,Lauren,4 Hybrid,4 Hybrid,80.93747707177499,1.2864924669265747,9.112794876098633,2.4153833389282227,-6.69741153717041,123.01070270027869,1.519823784366213,10.572357177734377,3.12430739402771,2134.454345703125,1057.894775390625,2382.233642578125,Estimated,-26.36429214477539,12.892293434818612,165.0066278304639,-4.259839057922363,-12.256774442038818,191.2402300868144,-5.329838752746582,-17.764158982168055,"Great job with your hybrid! Your club speed is solid, and you're getting decent distance. However, the high angle of your club path suggests you might be swinging too much from the outside in. This can lead to inconsistent shots. Focus on adjusting your swing path to be more inside-out. Also, your launch angle is a bit low; try to get the face squared up better at impact for higher launches. Keep practicing, and you'll see improvement!",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:41:25,Brian,4 Hybrid,4 Hybrid,83.3048865642595,5.149594783782959,6.117169380187988,1.714982509613037,-4.402186870574951,119.01730236321872,1.4286953295520244,0.5043429136276245,2.1741485595703125,2088.1103515625,387.5775451660156,2123.775146484375,Estimated,-10.51509952545166,0.106785508524501,34.43673219391121,1.626422882080078,0.9774458122559296,132.67508365384674,1.2116000652313232,2.805531100841052,"Your club speed is solid, but the low launch angle suggests that you might be hitting down on the ball too much. Focus on sweeping the hybrid through the ball to get a higher launch. The club path is good but consider aligning your club face closer to your path for straighter shots. Work on your follow-through to help with distance and consistency.",sweep drill,1.2065908,64.0,101.325,73 +5/26/24 15:43:02,Lauren,4 Hybrid,4 Hybrid,83.12649075534682,3.624794006347656,2.9556829929351807,7.151079654693604,4.195396423339844,117.87670751971382,1.4180402233824818,9.826231956481934,6.243894577026367,2775.53955078125,-141.41989135742188,2779.14013671875,Estimated,2.9168248176574707,12.914689762118089,160.1995754228974,7.387243270874023,20.59765003180337,182.43417024277005,7.472440719604492,23.72549519554809,"You made solid contact, but there's room for improvement in your direction and consistency. Your attack angle is positive, which is good, but your club face is aiming significantly right (7.15°). This, combined with a club path of 2.96°, is causing your shots to veer off to the right. Focus on aligning your club face to your target for straighter shots. Your carry distance is decent, but aim for more consistency by refining your aim and smoothing out your swing.",club face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:43:16,Brian,4 Hybrid,4 Hybrid,67.27442400523387,,,,0.0,79.67253592924226,1.1842916101822565,,12.28669261932373,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,,,,,,,,"Your club speed is decent for a hybrid, but it's important to focus on getting a better strike with the ball. This will help increase your ball speed and overall distance. Try to work on controlling your swing path and face angle to reduce the sidespin causing your ball to veer off course.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:43:36,Lauren,4 Hybrid,4 Hybrid,74.4999107942649,4.637026786804199,6.176641941070557,10.37904930114746,4.202407360076904,108.9186967149426,1.461997679644568,17.261144638061523,9.298450469970703,3467.528564453125,231.8009796142578,3475.267822265625,Measured,-3.824477672576904,22.85018615009721,156.08659431373235,8.422916412353516,22.863406595512515,169.30228387299758,8.244169235229492,24.276623817487007,"Your swing speed is solid, and you're generating good ball speed with a smash factor around 1.46. However, your club path and face angle suggest you might be swinging too much from the outside, causing the ball to launch to the right. To improve accuracy, focus on keeping the clubface square to your target at impact. A higher backspin could also be affecting your carry distance—aiming for a slightly lower spin rate might help with distance. ",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:44:02,Brian,4 Hybrid,4 Hybrid,83.2494290706154,3.566225051879883,4.296969413757324,3.508841037750244,-0.7881283760070801,119.44214652940718,1.434750338384804,11.712873458862305,3.4199085235595703,3619.439208984375,1094.197265625,3781.218017578125,Measured,-16.820659637451172,18.31591963234314,166.01703864762567,-3.2224574089050293,-9.33237144968018,182.13022932412787,-3.831343412399292,-12.170050990068717,"You're generating good club speed and hitting the ball with decent distance. However, the high backspin and sidespin indicate that your shots may be losing control and height. Focus on keeping your club face more square to your swing path to reduce spin and improve accuracy. Also, try to lower your attack angle slightly to optimize launch and distance.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:45:19,Lauren,5 Wood,5 Wood,80.72988053301924,2.9109253883361816,0.1552824229001999,15.60859489440918,15.453312873840332,114.69761672311688,1.4207579147377103,16.36284065246582,12.84068489074707,3242.199462890625,-605.4569702148438,3298.247314453125,Measured,10.577731132507324,23.33080712042237,166.7910583890498,18.0237979888916,51.60712046426579,182.38652824635392,18.26930809020996,57.17526836589241,"Your shot is showing a solid club speed, but the ball seems to be losing accuracy with high backspin and sidespin. Focus on aligning your clubface more with your swing path to improve direction. Try to reduce the backspin slightly to help the ball carry further. Work on a smoother swing to maintain consistency.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:45:48,Brian,5 Wood,5 Wood,78.28795030011406,-8.364968299865723,3.757966995239258,7.712090015411377,3.954123020172119,100.661238896123,1.2857820202245904,11.60327434539795,6.805108547210693,4507.7705078125,-802.8387451171875,4578.70556640625,Measured,10.098552703857422,12.158138405062914,125.62884072750784,10.774151802062988,23.484815505772303,140.5722910660843,11.120752334594728,27.113218688955385,"Your shot shows a few areas for improvement. Your club speed is decent, but the attack angle is quite negative, meaning you're hitting down on the ball too much. This can lead to excessive backspin, which is a big factor in losing distance. Also, the club face is open at impact, contributing to the left fade. To help fix these issues, focus on hitting up on the ball and ensuring your club face is square at impact. This should help you gain more distance and improve accuracy.",attack angle drill,1.2065908,64.0,101.325,73 +5/26/24 15:46:30,Jason,5 Wood,5 Wood,80.84246803434871,2.614809989929199,0.9689826369285583,2.423767805099488,1.4547851085662842,118.22155260867294,1.4623694140367218,11.527674674987791,2.1121838092803955,2983.698974609375,-1048.9697265625,3162.719970703125,Estimated,19.369985580444336,15.734867543709356,162.66597904962146,9.064990043640137,25.62882424089912,181.4930948004276,9.774930953979492,30.813616771713896,"Your 5 wood swing shows a solid club speed, but your ball is curving a bit more than it should, which suggests a need to work on your swing path and face angle. Improving these will help you hit straighter shots and gain more distance. Focusing on bringing the club back straight will help reduce those deviations.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:47:02,Jason,5 Wood,5 Wood,80.61426373329869,4.902356624603272,5.911330699920654,5.169012546539307,-0.7423181533813477,108.38508793666188,1.3444902045528715,12.789159774780272,4.985611438751221,2181.233154296875,-851.855712890625,2341.673828125,Measured,21.33256149291992,12.281719741300662,141.61515851477998,10.762179374694824,26.44422618752901,165.06071109154436,11.564323425292969,33.08940443703273,"Your club speed is good for a 5 Wood, but your ball is curving a bit to the left due to sidespin. Focus on getting your clubface more square to your target at impact. Additionally, try to lower your launch angle slightly for better distance.",clubface alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:47:44,Brian,5 Wood,5 Wood,79.81842011316894,5.340071678161621,1.72382390499115,1.2405459880828855,-0.4832779169082641,119.4281946903384,1.4962485416400064,9.043837547302246,1.2347095012664795,1488.5927734375,328.1344909667969,1524.32958984375,Measured,-12.431062698364258,7.834181890271111,142.28449936180186,-0.9596077799797058,-2.383235855057848,194.0273119079793,-1.5656057596206665,-5.301122229550742,"Your 5 wood swing shows good potential with a solid club speed and a nice carry distance of around 142 yards. However, there are some adjustments to consider. Your attack angle is positive, which typically helps with launch; aim to keep that angle consistent. The slight rightward deviation in your shot suggests you might be aiming too much to the right or your club face is slightly open at impact. Focus on aligning your body and club face more square to your target. Additionally, working on reducing your sidespin can help straighten your shots.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:50:08,Brian,,Driver,93.84450685886804,2.5154433250427246,4.752744674682617,-1.759680986404419,-6.512425422668457,131.45844312423287,1.4008112730767728,11.939697265625,-0.8507452011108398,3360.61279296875,764.1510620117188,3446.39599609375,Measured,-12.810354232788086,23.870949297741163,195.0625866742339,-6.528195381164551,-22.17707816447956,211.0215207430756,-6.927161693572998,-25.45082172749425,"Your swing speed of 93.8 mph is solid, and your ball speed of 131.5 mph shows good power. However, your club face is slightly closed at impact, leading to a leftward push (hook) with high backspin. Focus on aligning the face better at impact while maintaining your club path. Working on a more neutral attack angle can also help achieve a higher launch and more distance.",face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:50:49,Brian,,Driver,,,,,0.0,128.3024432612874,-57.3563232421875,11.64732837677002,-0.3032241463661194,5042.94140625,-375.403076171875,5056.89501953125,Measured,4.257319450378418,26.066423487227667,180.6090562560712,1.885436654090881,5.942136530542371,191.5734570663008,1.998313546180725,6.680263117267259,"It looks like your ball speed is solid, but with a high backspin rate, this may be causing the ball to climb too much and not gain enough distance. Focus on reducing backspin for better control and distance. Work on your swing path to keep the club face straight at impact. A more controlled swing will help you lower that spin rate and achieve a more optimal carry distance.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:51:57,Jason,,Driver,90.29368275012804,-5.985504627227783,6.462739944458008,1.4424126148223877,-5.020327568054199,131.28777842614363,1.454008458038638,12.838006019592283,1.993493676185608,2334.451171875,-185.12188720703125,2341.77978515625,Measured,4.534065246582031,22.105654801988976,203.0048328774792,3.682328701019287,13.037911280300593,223.9062360967655,3.8161849975585938,14.902267336989668,"Your driver swing shows some good potential but could use some adjustments. The negative attack angle (-6°) means you're hitting slightly downward on the ball, which can lead to a lower launch angle. Try to increase your attack angle to hit the ball on the upswing for better distance. Your club path is positive (6°), indicating you're swinging more to the right, which could be causing a slight fade. Work on aligning your swing path more towards the target. Overall, aim to improve your upward strike on the ball while keeping the swing path more neutral.",upwards attack angle drill,1.2065908,64.0,101.325,73 +5/26/24 15:52:28,Herald,,Driver,87.59226537701306,1.5624536275863647,5.470808506011963,-9.433867454528809,-14.90467643737793,121.24620038673402,1.384211264143795,5.986552238464356,-7.064647197723389,1793.77392578125,80.08824157714844,1795.5609130859375,Measured,-2.55643892288208,4.976489686830234,129.22908215090047,-7.591790199279785,-17.073032977065168,178.86565955709557,-7.704897403717041,-23.98068441803275,"Your driver swing shows a few key areas to work on. The club speed is solid, but the attack angle is quite low, which can affect your launch. The club path is good, but the face angle being closed means the ball is starting left and affecting your accuracy. Focusing on hitting up on the ball can help you get a better launch angle and straighten out your shots.",attack angle drill,1.2065908,64.0,101.325,73 +5/26/24 15:54:17,Jason,,Gap Wedge,,,,,0.0,66.91423615991653,-29.913339614868164,,5.224445819854736,12000.0009765625,5768.88427734375,13314.6552734375,Estimated,-25.675472259521484,,,,,,,,"It seems there were some data issues with your last shot, but I noticed that your ball speed is decent. Focus on improving your launch angle and consistent strike to maximize your distance. Work on reducing your backspin for more control and distance.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:54:44,Brian,,Gap Wedge,65.5599861808737,-0.7053694725036621,-3.122923851013184,-0.1644138395786285,2.958509922027588,79.42807581569923,1.2115328334048885,22.96640968322754,-0.5258153676986694,5547.1796875,2264.0693359375,5991.42822265625,Estimated,-22.202720642089844,15.803234017156685,93.57134232537192,-8.28209400177002,-13.478655023546708,101.5592280593346,-8.847288131713867,-15.61994269981517,"Your gap wedge shot carried 93.6 yards but veered left about 13.5 yards, which indicates a consistent issue with your club path and face alignment. Focusing on aligning your clubface square to your target can help reduce the leftward deviation. Additionally, your attack angle is slightly negative, meaning you're hitting down on the ball instead of sweeping it. Try to lift it slightly for better contact and spin control.",alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:55:45,Jason,,Gap Wedge,62.68651745899752,6.194083690643311,6.972166538238525,5.181247711181641,-1.7909188270568848,81.94948459850457,1.3072904337381115,28.68258476257324,5.128400802612305,6516.67138671875,344.2246398925781,6525.75634765625,Estimated,-3.023676872253418,23.469711491059115,98.0857260274588,4.5219035148620605,7.733093354289679,102.82157409222054,4.437252044677734,7.955058333389218,"Your club speed and ball speed are solid for a gap wedge, which is great! The attack angle is on point for getting good height, but your club path and face angle indicate that your shots are pushed to the right. This might lead to inconsistent misses. Focus on aligning your clubface better with the target as you complete your swing to reduce side spin and improve accuracy.",alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:56:06,Brian,,Gap Wedge,58.642301708081504,3.422053337097168,11.727985382080078,10.600460052490234,-1.1275253295898438,74.64689576549426,1.2729189269732768,30.60836410522461,10.174945831298828,5400.166015625,914.7147216796876,5477.087890625,Estimated,-9.613874435424805,20.477393622986256,87.48844392866704,7.84792947769165,11.946075201663348,93.26705931883951,7.589023113250732,12.317474183532228,"Your shots show a strong club speed and decent distance, but there are some areas to work on. The attack angle is positive, which is good for lifting the ball, but the club path is significantly right of target (11.7 degrees). This means you're likely pulling your shots to the left. Your backspin is high, which can help with control but may also lead to less distance if not managed well. Let's work on your swing path to make it straighter and more consistent.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:56:38,Brian,,Gap Wedge,62.504401159666486,1.7260463237762451,2.432260513305664,8.299942970275879,5.867682456970215,72.73092853239541,1.163612916578553,29.879545211791992,7.122103214263916,5465.275390625,539.9519653320312,5491.88330078125,Estimated,-5.642332077026367,18.808255027006,84.59950335229223,5.897807598114014,8.693034213711258,90.48166290630434,5.735383987426758,9.042247544359384,"Your club speed and ball speed are solid, but your launch and spin rates indicate that the ball is launching higher than usual with a lot of backspin. This can cause it to balloon up in the air instead of flying straight. Focus on keeping the clubface more square at impact. Try to aim for a lower, more penetrating ball flight to help with distance and control.",clubface alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:57:08,Jason,,Gap Wedge,62.26657990287913,1.452173113822937,10.304327964782717,10.602718353271484,0.2983903884887695,73.99074973398547,1.1882899277492551,30.806882858276367,9.998662948608398,4913.2431640625,802.5194091796875,4978.3525390625,Estimated,-9.276660919189451,20.137479242426707,87.25403028780693,7.851879596710205,11.919993085937108,93.6539523790525,7.585402488708496,12.3626965338957,"Your gap wedge performance shows a solid club speed and ball speed, but the high backspin indicates that the ball might be going too high and not carrying as far as it could. With a slightly closed clubface and a path that's too far right, it’s important to work on your clubface alignment. Focus on ensuring your clubface is square to your target at impact. Consider practicing your swing path to decrease the deviation in distance.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:57:37,Lauren,,Gap Wedge,61.67884908221686,-4.76947546005249,13.491559028625488,7.761355400085449,-5.730203628540039,68.76410068882797,1.114873278474548,29.717205047607425,8.063511848449707,4569.39501953125,1499.6785888671875,4809.2001953125,Estimated,-18.169872283935547,16.16023297615959,78.0231056277371,3.3167645931243896,4.5141193140376,85.10464201201648,2.856018781661988,4.240432314660723,"Your shot data shows a few key areas to focus on. The club speed and ball speed are good, but your attack angle is too negative, meaning you're hitting down on the ball more than you should for a gap wedge. Try to flatten your attack angle to help the ball launch higher and with less spin. Your club path and face angle indicate that you're coming in a bit too much from the outside, causing the ball to spin to the right. Focus on making a more neutral swing path. A practice drill that can help is the 'swing path drill' to improve your swing direction and face control.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:58:04,Brian,,Gap Wedge,64.61490908211726,4.4313788414001465,4.651541233062744,9.110705375671388,4.459164142608643,80.0112968217145,1.238279182905456,26.08806037902832,8.065773010253906,7068.55712890625,1130.94921875,7158.4599609375,Estimated,-9.09011936187744,20.01451741901451,94.20110110041514,5.287723541259766,8.68131978937356,99.36721229498198,5.072808742523193,8.786207273952755,"Your swing generated good speed and height, but the face angle is significantly open at impact, causing the ball to veer to the right. Focus on aligning your clubface more square to the path during your downswing to gain more accuracy. Additionally, your attack angle is slightly positive, which is good for hitting a gap wedge, but make sure you're letting the club's loft do the work without getting too steep.",face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 15:58:11,Jason,,Gap Wedge,,,,,0.0,92.9595421333961,-41.55663299560547,15.621563911437988,4.001960754394531,4657.66845703125,2687.39208984375,5377.35546875,Measured,-29.98418426513672,13.14046046899614,110.5591849882676,-6.2752299308776855,-12.084612453588647,122.73849008153684,-7.340588092803955,-15.681969074834,"It looks like there are some issues with your shot data, but here’s what I can tell: Your launch angle is decent, but your backspin is very high, which likely causes the ball to climb instead of carry well. The ball is also severely deviating to the left, which means your aim and swing path need attention. Focus on ensuring your clubface is square at impact and work on delivering a more consistent path. Overall, practice controlling your swing direction and face angle to straighten out your shots.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:58:31,Brian,,Gap Wedge,65.3975261881451,3.026908159255981,5.145254135131836,6.039453029632568,0.8941988945007324,86.20304620133174,1.318139251220762,27.94473648071289,5.604754447937012,5532.87548828125,1252.951171875,5672.970703125,Estimated,-12.759745597839355,24.95807123837926,106.92359170168493,1.0266010761260986,1.9159603538852965,113.05484964501466,0.7483428120613098,1.476652493269782,"Your shot data shows solid ball speed and carry distance for a gap wedge, which is great! However, the club path and face angle suggest that your shots may be slightly starting to the right. Work on bringing your club back more on a straight path and focus on closing the face more at impact to help straighten out your shots. Additionally, consider reducing the amount of backspin, as it can help with better distance control.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 15:58:59,Jason,,Gap Wedge,64.71248235663234,-1.1328637599945068,-0.6665147542953491,1.3975050449371338,2.0640196800231934,78.68303054295575,1.2158864515400805,24.829376220703125,1.06454336643219,4602.22412109375,1044.621826171875,4719.29052734375,Estimated,-12.788423538208008,17.222718330997736,95.90615892486676,-3.088637590408325,-5.16746598776615,104.56739878085592,-3.4146645069122314,-6.228239338726951,"Your shot with the gap wedge shows good club speed and a decent carry distance. However, you have a negative attack angle, which means you're hitting down on the ball a bit too much. A higher launch angle is great, but the high spin rate suggests you might be putting too much backspin on the ball. To improve, focus on striking the ball with a more level club path and try to reduce the backspin by adjusting your angle of attack slightly up. This will help you achieve better distance and control.",attack angle adjustment drill,1.2065908,64.0,101.325,73 +5/26/24 15:59:25,Lauren,,Gap Wedge,,,,,0.0,90.8097983968546,-40.595611572265625,18.20869445800781,6.95662784576416,3855.05712890625,1657.2801513671875,4196.19384765625,Measured,-23.262758255004883,15.225501804049143,114.04549445700832,-0.4630939960479736,-0.92201916525147,126.0214658457835,-1.2188464403152466,-2.680835893058372,"It looks like your gap wedge shot had some good carry distance, but the data is incomplete, which makes it hard to pinpoint specific areas of improvement. However, the backspin is quite high, which can lead to less control. Focus on a smoother swing and aim to strike the ball more solidly. Consider starting with a half swing to improve your control and consistency.",half swing pause,1.2065908,64.0,101.325,73 +5/26/24 15:59:42,Brian,,Gap Wedge,62.99734054039254,7.022912979125977,6.611062049865723,8.617873191833496,2.006811141967773,75.48787166503371,1.1982707685355782,27.047962188720703,7.906138896942139,5855.20556640625,1137.44677734375,5964.6640625,Estimated,-10.99349594116211,18.046014372874424,88.61293688540809,4.733048439025879,7.311757362582739,94.79070209459132,4.455049514770508,7.363095576934484,"Your shot data shows good potential, but there are a few areas to focus on for improvement. Your club path and face angle suggest that you're adding some unwanted right spin to your shots. Work on getting your club face more aligned with your swing path at impact. Also, your attack angle is nice for a gap wedge, but keep practicing your consistency to shorten the distance variation. Focus on better alignment and ensuring a square club face at impact to help reduce hook or slice tendencies.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:00:06,Jason,,Gap Wedge,67.25325731605335,-9.60428237915039,7.466535091400146,-9.035103797912598,-16.501638412475586,80.12044542937747,1.191324385268886,23.274538040161133,-6.48737382888794,6406.56591796875,2353.0048828125,6825.0068359375,Estimated,-20.167285919189453,16.62671153248732,93.9646349322138,-14.504733085632324,-23.534368188209328,100.868986476582,-14.933103561401367,-25.99303937707373,"Your shot data shows that you're hitting the ball with a high amount of backspin, which is great for control but may lead to less distance. The attack angle is quite steep, and the face is closed at impact, causing the ball to veer left. Focus on flattening your swing path and ensuring your clubface is more aligned with your target at impact. A smoother takeaway could help with this.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:00:36,Herald,,Gap Wedge,64.82930234247442,-1.1543855667114258,-1.1028578281402588,3.191152572631836,4.294010162353516,76.72778482959166,1.183535562734595,29.226545333862305,2.483287811279297,3904.740234375,1145.5518798828125,4069.310302734375,Estimated,-16.350353240966797,19.805566381055087,93.90110670792092,-2.4933996200561523,-4.085082433735266,102.36613829986072,-2.8965134620666504,-5.172864301545701,"Your gap wedge shot shows potential! You're generating decent ball speed and distance. However, your attack angle is slightly negative, meaning the club is descending at impact. This can lead to less control and more spin, affecting your accuracy. Focus on hitting slightly up on the ball by adjusting your setup. A little more weight on your front foot could help. Also, your club path indicates a slight in-to-out swing; work on a more neutral path for straighter shots.",attack angle adjustment,1.2065908,64.0,101.325,73 +5/26/24 16:01:02,Herald,,Gap Wedge,63.18940232500472,-5.93092155456543,-0.7098456621170044,6.197842121124268,6.907687664031982,77.70001894843153,1.229636870891637,29.437318801879883,5.002227306365967,5665.17626953125,1074.103759765625,5766.10107421875,Estimated,-10.735712051391602,21.28880941133457,92.4211927768656,1.573958158493042,2.538577392376226,98.03356179600632,1.3452301025390625,2.3015936597983284,"Your club speed and ball speed look decent for a gap wedge, but there's room for improvement in consistency. Your attack angle is slightly negative, which means you're hitting down on the ball too much. This can lead to more spin and less carry distance. Try to focus on a slightly shallower attack angle, aiming for a neutral or slight upward angle at impact. This will help you get the ball in the air more easily. Your club face is quite open at impact, which causes the ball to curve to the right. Work on squaring the face at impact to get straighter shots.",face angle drill,1.2065908,64.0,101.325,73 +5/26/24 16:01:28,Herald,,Gap Wedge,63.76368476745756,-1.5893210172653198,-4.803089618682861,10.077651977539062,14.880741119384766,71.67297806894021,1.1240407189504085,25.681116104125977,7.677016258239746,5907.90771484375,2500.7158203125,6415.36865234375,Estimated,-22.942108154296875,14.674429501458008,80.21736582239373,0.8047857284545898,1.1268548493884651,87.1098193830685,0.2157999873161316,0.3277203943681499,"Your club speed is good for a gap wedge, but the club path indicates you're coming too much from the inside. This can cause your shots to veer right, which is reflected in the high face angle. Focus on adjusting your swing path to be more neutral and aim to square the clubface at impact. Increasing your attack angle can also help you get more height and control on your shots.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:01:56,Lauren,,Gap Wedge,64.1715947289781,-4.597879409790039,1.855906963348389,0.756777286529541,-1.0991296768188477,73.54213197535319,1.146023131978417,26.88508987426757,0.8538581132888794,3843.867431640625,802.3746337890625,3926.718994140625,Estimated,-11.79069995880127,16.172710840544937,87.879500448812,-2.491122245788574,-3.819663948972817,97.7098715594102,-2.8127858638763428,-4.794873870085098,"Your gap wedge shot shows good speed and launch angle, but there is some side spin which indicates a slight misalignment in your swing path. The ball is carrying a bit to the left of your target. Focus on aligning your body and clubface to the target to help straighten out your shots.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:02:17,Brian,,Gap Wedge,62.7179410965332,-1.7124879360198977,16.738595962524414,16.843402862548828,0.104806900024414,67.40860485748908,1.074789823756111,25.39657592773437,15.93000316619873,5957.640625,2627.186767578125,6511.18994140625,Estimated,-23.7964096069336,12.61788784228213,72.51735956344783,9.709461212158203,12.230200053494968,79.43420148761197,9.036224365234377,12.47586922030348,"Your gap wedge swing shows good efforts! However, your club path is significantly out to the right, which is causing the ball to veer off course. Focus on improving your swing path to be more neutral or slightly in-to-out. This will help you hit straighter shots. Also, the high backspin indicates good contact, but managing your attack angle can help for better distance and trajectory control.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:02:51,Herald,56,Sand Wedge,65.40327332185325,-3.723130702972412,2.307790279388428,-2.371844530105591,-4.679635047912598,81.1746327362398,1.2411402153646771,25.33338165283203,-1.6595200300216677,9045.2255859375,1592.962890625,9184.423828125,Estimated,-9.987993240356444,20.155566096670327,92.51365663050548,-6.092265129089356,-9.818462697395944,95.9375392310876,-6.206114292144775,-10.371385194856655,"Your shot shows a solid club speed and decent carry distance, but there's room for improvement. Your attack angle is slightly negative, meaning you might be hitting down too much on the ball with your sand wedge. Additionally, your club face is closed relative to your path, which can cause the ball to hook to the left. Focus on a more neutral club path and ensure your face is slightly open to the target at impact. This will help you achieve better accuracy and control over your shots.",face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 16:03:12,Herald,56,Sand Wedge,67.85126641815805,0.7335950136184692,-1.5679625272750854,,37.9663314819336,61.30175263193632,0.9034724901690416,26.81628799438477,29.702253341674805,6254.07470703125,-2901.766845703125,6894.46875,Estimated,24.890369415283203,10.281061476432342,61.11043886461539,38.31927108764648,37.89109816295331,68.1797602081324,38.86165618896485,42.77884159457244,"Your sand wedge shot showed a decent carry distance of around 61 yards, but the deviation indicates you need to work on your consistency. It looks like your club path is pulling left, which could lead to some unwanted hooks. Focus on keeping your swing path more neutral to improve accuracy and distance control.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:03:31,Herald,56,Sand Wedge,70.24833743517047,-6.742088794708252,15.923166275024414,-2.5091328620910645,-18.43229866027832,81.89819985672875,1.1658382653156667,30.01302528381348,-0.0686405673623085,6529.86474609375,2066.212890625,6848.96875,Estimated,-17.558677673339844,24.19058662719908,96.4468997559934,-7.272920608520508,-12.209816621403093,100.46576497731712,-7.503546714782715,-13.119611880809655,"Your shot shows good speed and carry distance, but there are some adjustments to make for better accuracy. The club path is significantly to the right (15.9 degrees), which means you're likely aiming right, contributing to the left spin. The attack angle is steep (downward), which is common with wedges, but be mindful of the face angle being closed (pointing left) at impact. Try to align your swing path with your target and ensure your clubface is square as you hit through the ball to reduce sidespin and improve your aim.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:03:48,Herald,56,Sand Wedge,67.93045910468891,4.554963111877441,1.2536466121673584,0.8726081848144531,-0.3810384273529053,78.15810006457286,1.1505604568949246,24.50938034057617,0.8736451864242554,9272.8017578125,1293.64404296875,9362.6044921875,Estimated,-7.942047119140625,17.90397280597631,87.68043867114193,-2.250728368759156,-3.443483819510448,91.36653581136852,-2.364302396774292,-3.769151751721808,"Your shot data indicates a solid performance, but there's room for improvement. Your club speed and launch angle are good, but the backspin is quite high, which can lead to less distance and control. Focus on reducing backspin for better distance and aim your shots straighter. Try to find a more consistent swing path and ensure the clubface is aligned correctly at impact to reduce the deviation noted in your carry distance.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:04:07,Jason,56,Sand Wedge,69.67183635164247,-4.82746171951294,-16.833778381347656,-3.3352012634277344,13.498577117919922,80.02705770658304,1.148628511851998,27.1931209564209,-4.845970153808594,8018.93408203125,972.1653442382812,8077.64892578125,Estimated,-6.912447929382324,21.08834382177361,92.44078356628506,-8.269566535949707,-13.295788187215294,96.23135101073694,-8.32925796508789,-13.940189992680644,"Your shot with the sand wedge shows you have good club speed, but your club path and face are not aligned properly, causing the ball to hook left. Work on getting your club path closer to the target line and aim to square the club face at impact. This will help straighten out your shots and improve your accuracy.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:04:23,Lauren,56,Sand Wedge,63.42464227823348,5.834980487823486,-0.3098916709423065,-3.4324302673339844,-3.1225385665893555,75.0468484854664,1.1832443320097608,29.0533447265625,-2.858252048492432,7224.12890625,589.8893432617188,7248.1728515625,Estimated,-4.668154239654541,19.7467481229578,85.55543041523379,-4.926008701324463,-7.346567412788147,89.97191023186588,-4.976340770721436,-7.804623097770502,"Your sand wedge shot shows a solid club speed but the club face was slightly closed at impact, which is causing the ball to start left and spin more than desired. Focus on keeping the club face square at impact to improve accuracy. Your launch angle is good for a sand wedge but try to lower the backspin for better distance control.",face awareness drill,1.2065908,64.0,101.325,73 +5/26/24 16:04:39,Jason,56,Sand Wedge,64.82690877008372,1.2937217950820925,4.386783599853516,-0.448974460363388,-4.835758209228516,72.03858451842189,1.1112450969074466,30.75022315979004,0.1801072508096695,4653.38330078125,416.2473754882813,4671.962890625,Estimated,-5.111530780792236,18.884778419323084,84.49429046703699,-1.4148536920547483,-2.0863201232065904,91.56028271132982,-1.5240557193756104,-2.435199839940452,"Your club speed is good for a sand wedge, but the club face is slightly closed at impact, which might be causing your shots to go left. Your backspin is high, which is great for stopping the ball on the green but might contribute to a bit of unpredictability in distance control. Work on opening the club face a little at setup to help improve your accuracy.",face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 16:04:58,Herald,56,Sand Wedge,71.84370249967378,1.0692460536956787,6.834676742553711,2.1570115089416504,-4.6776652336120605,78.79591670750688,1.0967685957981448,32.97989654541016,2.627020835876465,4610.11669921875,1316.021484375,4794.27685546875,Estimated,-15.932126998901367,24.66832070947521,94.78622992119745,-2.799182415008545,-4.629010783503475,101.0280823763478,-3.1143274307250977,-5.488728234702535,"Your swing shows good speed, but your club path and face angle seem a bit off. This can cause the ball to spin more than necessary and deviate from your target. Focus on aiming your clubface more squarely at the target and keeping your swing path straighter. This will help improve your accuracy and distance.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:05:18,Lauren,56,Sand Wedge,69.7620795773746,-4.668432235717773,-1.1001368761062622,1.6606931686401367,2.7608299255371094,81.8149154840612,1.1727705937051165,29.06388092041016,1.2264742851257324,5613.728515625,1373.8001708984375,5779.3837890625,Estimated,-13.751248359680176,23.262445861729475,99.02654281798186,-3.977738380432129,-6.86939600251435,104.91509357501582,-4.235587120056152,-7.748837740846113,"Your shot data shows that you're hitting with a good club speed, but your attack angle is slightly too steep, which can cause the ball to overspin and deviate left. Focus on keeping the clubface more square to your path at impact for straighter shots. Try to adjust your swing path to reduce that left deviation. This will help lower your backspin and give you better carry distance.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:05:36,Jason,56,Sand Wedge,62.90484880726308,-8.467629432678223,-8.4330415725708,-7.26323127746582,1.1698102951049805,70.5065616566144,1.120844624754485,32.09975814819336,-7.021384716033936,1000.0000610351562,577.3502197265625,1154.7005615234375,Estimated,-30.0,16.6789852737827,88.54754803673677,-11.701862335205078,-17.959149079583995,104.48026649213898,-12.34809112548828,-22.34315766336977,"Your sand wedge shot indicates that you're hitting down too much (attack angle is negative), causing the ball to go lower and to the left. Your club path is also pointing left at impact, which contributes to the pull. Focus on creating a smoother, more neutral swing path and allow the clubface to align better with that path for straighter shots. Additionally, try to keep your attack angle closer to neutral for better launch and distance.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:05:52,Brian,56,Sand Wedge,57.26776822967077,,16.561914443969727,-20.1685733795166,-36.73048782348633,64.30356547339306,1.1228578912924532,29.833660125732425,-14.49458122253418,5629.9755859375,2432.40771484375,6132.962890625,Estimated,-23.366559982299805,13.708173052953724,68.26250793132976,-22.210941314697266,-25.80443005317079,74.56175188776706,-22.648740768432617,-28.71227932908641,"Your shot shows a very high club path, which means you're coming from the outside and cutting across the ball. This can cause the ball to spin sideways and veer off target. Additionally, your club face is pointing significantly left (closed), which contributes to the loss of control. Focus on improving your swing path to be more inside-out and aim for a more neutral club face at impact.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:06:07,Lauren,56,Sand Wedge,61.33763915132704,-3.237349271774292,-13.484308242797852,-14.91950798034668,-1.435199737548828,64.18245327039403,1.0463795828862683,31.290918350219727,-13.942472457885742,6036.79150390625,38.434608459472656,6036.9140625,Estimated,-0.3647817075252533,15.247214998519098,69.04083714580975,-15.254158973693848,-18.16473555798916,74.48804446283884,-15.152962684631348,-19.47091890246361,"Your shot data suggests that your club face is closed relative to your path, which is causing the ball to curve left. A high backspin rate indicates that the ball is not making solid contact with the ground, likely due to the steep attack angle. Focus on keeping your swing more level and aligning your club face with your target line. This adjustment will help you improve distance and accuracy.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:06:23,Lauren,56,Sand Wedge,60.68693305706984,-3.231904983520508,19.999998092651367,4.831633567810059,-15.168364524841309,58.46334270566513,0.963359651915287,32.6053466796875,6.471353530883789,2140.075439453125,1235.572998046875,2471.146240234375,Estimated,-30.0,12.250168391134707,61.79684655991559,1.3174498081207275,1.4208503187623762,72.13059165734103,0.5278605818748474,0.6645937257010104,"Your sand wedge shot shows solid distance with a carry of about 61 yards. However, your attack angle is a bit steep, which may lead to inconsistent contact with the ball. Focusing on a more neutral swing path and reducing the angle could help with control. Additionally, your club face and path suggest you're aiming a bit right, which can cause your shots to drift. Try aligning your body and club more squarely at setup.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:06:37,Jason,56,Sand Wedge,54.502692924168514,-3.194918870925904,19.999998092651367,10.451539993286133,-9.548458099365234,60.451757103102864,1.109151747551474,30.3357162475586,11.087672233581545,3528.43017578125,2004.09521484375,4057.858642578125,Estimated,-29.595924377441406,12.15393218414465,63.28926338617748,4.906842231750488,5.413535647714411,71.3723329896875,4.11765718460083,5.124921935274756,"Your ball speed is good, but your launch angle is a bit too high for a sand wedge. Focus on lowering your attack angle to hit down on the ball less. Additionally, aim to straighten your club path to improve accuracy and control your spin better. Working on these can help you achieve more consistent distance and direction with your wedge shots.",attack angle adjustment drill,1.2065908,64.0,101.325,73 +5/26/24 16:06:42,Herald,56,Sand Wedge,,,,,0.0,94.25323174432197,-42.13496398925781,5.790343284606934,4.813763618469238,4558.97119140625,0.0,4558.97119140625,Estimated,-0.0,4.045644549716428,91.51365029137014,4.882065773010254,7.78828631511152,119.6999569738582,4.863168716430664,10.147793212376882,"It looks like your ball speed is quite good at nearly 94 mph, but your launch angle is low for a sand wedge. This could indicate that you're hitting down too much or not getting under the ball properly. Aim to create a higher launch angle for better carry distance and more consistent feel around the greens. Focus on striking the sand wedge with a bit more loft and practicing your follow-through for a smoother finish.",launch angle drill,1.2065908,64.0,101.325,73 +5/26/24 16:07:09,Brian,56,Sand Wedge,65.81134541483698,,3.1797409057617188,-16.399538040161133,-19.57927894592285,70.73388276785181,1.0747977012471934,35.97195816040039,-13.073081016540527,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,20.238368053313707,90.34715561659776,-8.699739456176758,-13.665585196525171,103.58250271413908,-8.031844139099121,-14.472863598713616,"Your ball speed is decent, but the club face is significantly open at impact, which is causing the ball to veer left. Focus on aligning your club face with your target. Additionally, try to improve your attack angle for better contact. Practicing your alignment and face control will help straighten out your shots.",face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 16:07:15,Brian,56,Sand Wedge,,,,,0.0,61.596324167455805,-27.536020278930664,,7.523944854736328,1000.0,-38.02501678466797,1000.7227172851562,Estimated,2.177623987197876,,,,,,,,"It looks like your data is incomplete, but I can see your ball speed is good at about 61.6 mph. To improve your accuracy and control, focus on your club face alignment and swing path. Make sure your face is aimed where you want the ball to go, and practice swinging along a straight line. Consider using a more consistent tempo in your swings.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:07:36,Jason,56,Sand Wedge,68.41771961758604,-2.7195491790771484,-4.7055182456970215,-4.747663974761963,-0.0421457290649414,78.17618198933542,1.1426306288238386,28.8621883392334,-4.488626480102539,6101.341796875,930.9889526367188,6171.9619140625,Estimated,-8.675704956054688,21.090212789759107,92.65065031512133,-8.241596221923828,-13.28124528007811,97.79992411060448,-8.350448608398438,-14.203238893032903,"Your shot data shows a few areas for improvement. The club path is significantly out to the right (negative value), which is causing your shots to curve and deviate to the left. Additionally, the attack angle is slightly downward, indicating you may be hitting too steeply into the ball with your sand wedge. To improve, focus on ensuring a more neutral swing path and a shallower angle of attack. Try to aim for a more level swing through the ball to reduce excess spin and improve accuracy.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:07:51,Lauren,56,Sand Wedge,,,,,0.0,94.9115452174965,-42.42925643920898,8.126640319824219,-0.3067525923252105,1085.830810546875,626.9046020507812,1253.809326171875,Measured,-30.0,2.967288611264792,72.40928482096479,-2.91067123413086,-3.676887883914105,126.21535458706512,-4.043025016784668,-8.898829282293377,"Your shot shows that your ball speed is decent, but the launch angle is quite low, affecting your carry distance. Let's focus on getting the ball up in the air more effectively. Working on your follow-through and ensuring a full swing could help increase your launch angle and distance.",follow-through drill,1.2065908,64.0,101.325,73 +5/26/24 16:07:59,Herald,56,Sand Wedge,,,,,0.0,89.88059738163793,-40.18022155761719,6.7849202156066895,7.849643230438232,4501.5908203125,0.0,4501.5908203125,Estimated,-0.0,4.121126816312795,85.72780933746799,7.966737747192383,11.881737647483874,113.3863912158713,7.934393405914307,15.651765217211164,"It looks like you're hitting the ball with a lot of spin, which means it's likely ballooning in the air rather than flying straight and far. A lower launch angle and more consistent strike can help improve your distance and accuracy. Focus on making sure your clubface is square at impact for a better result.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:08:29,Jason,,Lob Wedge,59.95367644834687,,10.51657772064209,-10.045820236206056,-20.562397003173828,66.36563022129121,1.106948466762811,31.36263465881348,-6.935956954956055,3859.833251953125,352.197509765625,3875.868408203125,Estimated,-5.213620185852051,16.004725870388256,75.40643363753588,-8.830953598022461,-11.576361628424252,83.24211529117929,-8.890791893005371,-12.865206957390342,"Your lob wedge shot shows potential, but your club face angle is significantly closed relative to your swing path, causing the ball to start left and drift further off target. Focus on keeping the club face square to the target at impact for more accuracy. Additionally, try to achieve a more consistent attack angle to improve your contact and distance control.",face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 16:09:27,Brian,,Lob Wedge,66.13619286779749,-4.8419270515441895,-13.562726974487305,-4.601057529449463,8.961669921875,60.55474898178227,0.9156068161169753,38.26976013183594,-5.476476669311523,2506.68505859375,452.8648986816406,2547.264404296875,Estimated,-10.24075698852539,16.95056759827412,66.44607963959925,-8.031208992004395,-9.28334441448908,74.72541174060461,-8.197452545166016,-10.654734091230011,"Your lob wedge shot shows that you have a decent club speed and ball speed, but your club path and face angle are causing the ball to go left. A good drill for you is to focus on your swing path. Try to visualize swinging along an imaginary line pointing slightly right of your target. This will help straighten out your shots.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:09:46,Brian,,Lob Wedge,62.26458739252894,-6.881919860839844,5.948770999908447,6.085118293762207,0.1363472938537597,71.86409693109545,1.15417286037807,38.88892364501953,5.742806434631348,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,23.162942089617445,98.23164737164824,11.33475112915039,19.306533155810257,105.30414762946202,11.626694679260254,21.22240264259972,"Your lob wedge shot shows that you're generating a decent club speed and ball speed, but the high amount of sidespin suggests that you might be impacting the ball with an open clubface. Focus on aligning your clubface square to the target at impact. Your launch angle is good for a lob shot, but the deviation in carry and total distance indicates inconsistency. Work on your swing path to reduce this deviation and improve accuracy.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:10:02,Brian,,Lob Wedge,54.33469486198692,-5.083210468292236,9.887529373168944,3.355242252349853,-6.532287120819092,59.49091058624299,1.0948972978932363,38.7708854675293,3.9932689666748047,2090.668212890625,-1207.047607421875,2414.095458984375,Estimated,30.0,16.23716207637085,63.99539954041393,10.111629486083984,11.23545748747506,72.46476146442728,10.739073753356934,13.502843140466211,"Your lob wedge shot showed some potential! Your attack angle is slightly down, which is good for making clean contact, but a -5 degree angle means you're hitting down a bit more than ideal for a lob wedge. Your smash factor is close to optimal, indicating you’re making solid contact. However, your ball spin is a bit inconsistent, and the total deviation suggests that your shot is going off target to the right. Focus on aligning your club path and face angle better to achieve straighter shots.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:10:14,Brian,,Lob Wedge,52.78881829331203,-4.17252254486084,-19.999998092651367,-10.610471725463867,9.3895263671875,46.50892059713169,0.881037350347811,37.33203506469727,-11.218222618103027,1000.0000610351562,577.3502197265625,1154.7005615234375,Estimated,-30.0,9.12307102317436,42.73781190676573,-14.348108291625977,-10.590972245938929,53.42795000873002,-14.873577117919922,-13.714253456611914,"Your lob wedge shot shows a lot of room for improvement, particularly with the club path and face angle. The club path being significantly left (-20 degrees) indicates that you are swinging too much to the left, while the club face being closed (-10.6 degrees) will cause pulls or hooks. Work on getting your club path straighter and the face angle more square at impact. Also, your ball speed and launch angle suggest you can generate more distance and better trajectory with slight adjustments.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:10:24,Jason,,Lob Wedge,50.63875882707907,-9.49387264251709,-19.491893768310547,26.214338302612305,45.70623016357422,52.205934350075495,1.0309481424761615,19.15021324157715,19.09408950805664,2797.43505859375,-713.2318115234375,2886.92626953125,Estimated,14.303356170654297,4.071005204168131,41.09533947900718,21.23546028137207,14.884794780817174,56.337732915586,21.6521053314209,20.786941445584944,"Your lob wedge shot shows that you have a steep attack angle and an open club face at impact, which can lead to inconsistent direction and distance. Try to keep your swing more level and aim to have the face of the club pointed at your target at impact for better accuracy. Working on your alignment and ensuring your club path is straighter can also help improve your ball flight.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:10:45,Brian,,Lob Wedge,47.878850395311474,-7.302178859710693,-6.629404067993164,-11.863609313964844,-5.23420524597168,50.05851165342801,1.045524511138429,34.25001525878906,-10.574555397033691,1390.462646484375,802.7838745117188,1605.56787109375,Estimated,-30.0,9.328618912396792,47.85590981440146,-14.459681510925291,-11.949554485814929,58.309323096345,-15.058634757995604,-15.149188044859898,"Your lob wedge shot showed a significant issue with the club face being closed at impact, causing the ball to start left and drift even further. A more neutral club path will help improve your accuracy. Focus on bringing the club back and through on a straighter line to the target. Additionally, try to lessen the downward angle of your swing a bit to achieve better control and distance.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:10:57,Brian,,Lob Wedge,47.19205298402585,,-19.999998092651367,,-10.49350357055664,49.94338124809701,1.0583006690766867,32.147212982177734,-27.55059242248535,5341.4208984375,487.3305358886719,5363.60595703125,Estimated,-5.2130126953125,9.01259123595105,45.69723093212952,-30.17498016357422,-22.96936206179771,52.07230158969287,-30.094615936279297,-26.1105736840816,"Your club path is significantly out-to-in, which can lead to slicing. Your ball is launching too far left, and while you have good spin, it’s affecting your carry distance. Focus on a more neutral club path and aim to keep your shots straight by aligning your body properly at address.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:11:13,Herald,,Lob Wedge,44.62695830512712,,,,0.0,48.64536955369204,1.090044479865509,34.56206512451172,-24.80561065673828,5307.810546875,0.0,5307.810546875,Estimated,-0.0,9.538422041229069,44.11565014882717,-26.279525756835938,-19.5322360708808,49.44609702840489,-26.09830474853516,-21.751963040241662,"Your lob wedge shot has good ball speed and high backspin, which can help with stopping the ball on the green, but your carry distance was significantly off target to the left. Working on your alignment and swing path could help you hit straighter shots. Also, your launch angle is decent, but you may want to check your stance to ensure you're getting the right angle consistently.",alignment drill,1.2065908,64.0,101.325,73 +5/26/24 16:11:35,Lauren,,Lob Wedge,112.1696117497304,-7.988823413848877,0.7656363248825073,-6.735383987426758,-7.501020431518555,68.42417500979127,0.6100063461256986,37.9466438293457,-5.436795711517334,1688.4566650390625,974.830810546875,1949.6617431640625,Estimated,-30.0,20.70312991248511,82.215309286109,-12.110692024230955,-17.248866152629716,92.38961222407488,-12.73632526397705,-20.36863470472281,"Your lob wedge shot shows that your club speed is good, but the face angle is a bit closed (pointing left) at impact, which may cause the ball to veer off target. Focus on aligning your clubface square to your target and practicing your follow-through for better accuracy. The high backspin indicates you're getting some lift, which is great for shorter approach shots. Keep working on your alignment and aiming.",alignment drill,1.2065908,64.0,101.325,73 +5/26/24 16:11:52,Lauren,,Lob Wedge,69.2586144513939,,,,0.0,73.66219459045897,1.0635816955615756,29.41878128051757,-4.926096439361572,5697.88525390625,1366.230712890625,5859.392578125,Estimated,-13.483736038208008,18.741760650396827,85.37361487339422,-10.02081298828125,-14.855492032758775,91.0829783248182,-10.234622955322266,-16.183586732371282,"Your lob wedge shot shows good club speed and ball speed, but the carry distance is not quite where it should be. The high backspin indicates you need to work on your angle of attack for better control. Try to hit down on the ball a bit more to create a better launch angle and carry distance. Also, consider the direction you’re aiming; your ball is veering left. Focus on your alignment.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:12:07,Jason,,Lob Wedge,41.53688621505353,,8.828668594360352,-19.1720027923584,-28.00067138671875,43.20323499410961,1.040117325367836,35.17630386352539,-14.643611907958984,5088.63818359375,1333.407470703125,5260.4384765625,Estimated,-14.683441162109377,7.546028119171638,35.66322574718242,-17.71867561340332,-10.853870961363782,40.85739232054948,-17.919477462768555,-12.571011371815416,"Your lob wedge shot shows a significant club face angle, which is causing your ball to start left of your target. Focus on getting your club face square at impact to improve direction. Additionally, your backspin is high, which may be good for stopping the ball but can also indicate you're catching it too thin. Try hitting with a more downward attack angle. Work on keeping your swing path and face more aligned.",club face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 16:12:18,Jason,,Lob Wedge,41.54971166711493,,-12.727216720581056,-15.44910717010498,-2.721890449523926,46.00534027247977,1.1072360896523694,31.98561668395996,-14.28276538848877,4961.7802734375,88.39453125,4962.56787109375,Estimated,-1.0206211805343628,7.552402113503888,39.65784027453356,-15.091198921203612,-10.325153268036727,45.87271784800032,-15.020837783813477,-11.888846400714442,"Your shot shows that the club is coming in too steep from the left (path angle of -12.73 degrees) and the club face is also pointing left at impact (face angle of -15.45 degrees). This is causing the ball to travel left and not achieve optimal distance. Focus on correcting your swing path to come more from the inside and align the club face more square at impact. A higher launch angle is good, but let's work on reducing the spin to get better distance.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:12:24,Brian,,Lob Wedge,,,,,0.0,94.9472994717462,-42.44524002075195,0.8482350707054138,2.5241236686706543,3988.546875,968.9617919921876,4104.5576171875,Measured,-13.654688835144045,0.2092737660738279,36.223699209048846,1.275335431098938,0.8062265210367272,101.87774525954228,0.4476244151592254,0.796064072799993,"It looks like your shot may have some inconsistencies. The ball speed is good, but the smash factor indicates you're not getting the most out of your club. The launch angle is very low, and the spin rates suggest you're hitting the ball a bit too steeply, which can affect distance and control. Focus on improving your club face position at impact to enhance your launch conditions and spin. Try to engage in smoother swings to achieve better balance and timing.",swing path drill,1.2065908,64.0,101.325,73 +5/26/24 16:12:28,Brian,,Lob Wedge,36.0518081508144,-5.424646854400635,-18.50611114501953,-14.546710968017578,3.959400177001953,40.54765389228396,1.1247051388563436,35.942771911621094,-14.264613151550291,4670.3876953125,-209.13180541992188,4675.06787109375,Estimated,2.563892126083374,6.882871449420975,32.14030870238639,-14.494599342346191,-8.044351616339384,37.311538699895664,-14.353689193725586,-9.249786426820831,"Your shot data indicates that your club face is significantly closed relative to your swing path, causing the ball to start left and curve further left. Additionally, the attack angle suggests you're hitting down too much for a lob wedge, which could lead to inconsistent contact. Focus on keeping the club face more square to your target line and slightly shallower strike. This will help improve your accuracy and distance.",face alignment drill,1.2065908,64.0,101.325,73 +5/26/24 16:12:39,Jason,,Lob Wedge,36.596697865638816,-3.980277538299561,-16.713830947875977,-10.773662567138672,5.940168380737305,39.23939804937618,1.0722114381313794,36.99795150756836,-10.941082000732422,4718.029296875,-288.9337158203125,4726.8681640625,Estimated,3.504436492919922,6.714862491393944,30.21412234544482,-10.913959503173828,-5.72058038818966,34.70743635375766,-10.789887428283691,-6.497513091434939,"Your lob wedge shot is launching too low and to the left, which is likely due to an open club face at impact and a steep swing path. Try to focus on keeping your club path more neutral and squaring the club face at impact for better control and direction.",club face drill,1.2065908,64.0,101.325,73 +5/26/24 16:12:50,Brian,,Lob Wedge,,,,,0.0,14.825438592028943,-6.627563953399658,19.820695877075195,-13.330251693725586,3184.36376953125,0.0,3184.36376953125,Estimated,-0.0,0.2936225818403919,3.1235508134766974,-13.35645866394043,-0.721563874830494,5.940342655020572,-13.345885276794434,-1.3712058566474925,Your shot distances indicate contact issues and possibly a lack of force in your swing. Focusing on your swing mechanics will help improve distance and accuracy. Ensure your clubface is square at impact and work on generating more club speed through your swing.,swing speed drill,1.2065908,64.0,101.325,73 +5/26/24 16:13:12,Jason,,Lob Wedge,36.807652232329474,-9.584220886230469,-15.349842071533203,-27.194360733032227,-11.844518661499023,46.79494609789435,1.271337432839378,31.794265747070312,-24.258745193481445,1000.0000610351562,577.3502197265625,1154.7005615234375,Estimated,-30.0,7.059623464715003,41.3276713899013,-27.35469436645508,-18.98996835965886,52.83194112431784,-27.875,-24.70127169972852,"Your club speed is decent, but the attack angle indicates you're striking down too steeply on the ball, causing your shots to go low and left. The club face being closed to the path means you're likely causing a leftward curve. Focus on a more level swing and aim to keep the face square to the target line at impact.",swing path drill,1.2065908,64.0,101.325,73 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_12.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_12.csv new file mode 100644 index 0000000000..2897a09797 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_12.csv @@ -0,0 +1,54 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +4/16/24 19:41:55,Herald,4 Hybrid,4 Hybrid,72.80907589765047,2.636364221572876,-0.3786294162273407,5.972021579742432,6.350650787353516,113.6410145107766,1.5608083622778648,10.818623542785645,4.858177661895752,2048.305908203125,-6.892966270446777,2048.317626953125,Measured,0.1928112208843231,10.788169227427034,149.42230503221617,5.00922441482544,13.04688900151666,182.08749336867368,4.995241641998291,15.855023829241532,"Your shot data indicates that you're generating good ball speed with your 4 Hybrid, but the club face is slightly open at impact, which may be causing the ball to start right of your target. Improving your club path and face alignment can lead to straighter shots. Additionally, your launch angle is a bit low for optimal distance; let's work on getting that higher for better carry.",face alignment drill,1.1807681,72.0,100.52864,41 +4/16/24 19:42:50,Brian,4 Hybrid,4 Hybrid,70.01645530987662,-0.536239743232727,3.8491790294647217,4.872722625732422,1.0235435962677002,114.83294529546674,1.64008510266969,8.996177673339844,4.484201431274414,2899.2861328125,1078.4805908203125,3093.376953125,Estimated,-20.404266357421875,10.051308783076252,145.00117782644156,-1.4129159450531006,-3.575462996272336,173.18706732857572,-2.430755138397217,-7.345340381072219,"Your shot data shows you have good speed and distance for a 4 hybrid, but your launch angle is a bit low and your backspin is on the higher side. This can cause the ball to not reach its full potential. Try to work on getting the ball more airborne by focusing on your attack angle. Aim for a more upward strike on the ball, and ensure your clubface is square at impact to help manage spin better.",attack angle drill,1.1807681,72.0,100.52864,41 +4/16/24 19:43:31,Herald,4 Hybrid,4 Hybrid,75.41802713734069,0.7608975768089294,5.430631637573242,7.102406978607178,1.6717753410339355,112.46149958287242,1.4911753045206737,11.748005867004396,6.513596534729004,2105.16162109375,396.9990539550781,2142.268310546875,Measured,-10.6796236038208,11.95464617203436,150.70550173919037,3.994049549102783,10.497156727952415,178.53508584466,3.5466301441192627,11.044388885385844,"Your club speed and ball speed are solid, but your attack angle is very minimal. This can lead to less distance and lower launch. Focus on getting a slightly steeper attack angle to help the ball launch higher and carry further. Also, your club path indicates you're swinging a bit to the right, which could be causing some side spin. Aim to get your club path more neutral for straighter shots.",attack angle drill,1.1807681,72.0,100.52864,41 +4/16/24 19:44:12,Brian,4 Hybrid,4 Hybrid,74.37262906242995,2.749835968017578,2.3019418716430664,4.046093463897705,1.744151592254639,113.70426284788846,1.5288455481712595,11.415460586547852,3.6115877628326416,1926.4847412109373,128.35549926757812,1930.7559814453125,Measured,-3.811800241470337,11.326472682335975,151.15617333190858,2.807910203933716,7.404980484466705,183.2169340844121,2.6367075443267822,8.428466776870778,"Your shot data shows a solid club speed, but the club face is slightly open at impact, which is contributing to your sidespin and causing the ball to slice. Focus on closing the club face a bit more at impact to improve direction. Also, consider your attack angle; try to make it slightly steeper to enhance launch and distance.",club face drill,1.1807681,72.0,100.52864,41 +4/16/24 19:44:56,Lauren,4 Hybrid,4 Hybrid,77.18383503582572,0.4743714034557342,-0.5283827781677246,6.00726842880249,6.535651206970215,110.93329961030211,1.4372607885940265,6.289214134216309,4.868391513824463,2401.659912109375,395.1693115234375,2433.953369140625,Estimated,-9.343729972839355,4.884926421279374,116.77100045793668,3.000418186187744,6.112254856733841,158.56499604743476,2.466803312301636,6.824916233180829,"You're generating decent ball speed, but your launch angle is low, which is affecting your carry distance. Focus on improving your angle of attack and aim for a slightly upward strike to get the ball in the air more effectively. Additionally, your club path is slightly out to the right, which could cause your shots to start right of the target. Working on squaring the club face at impact will help straighten your shots.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 19:45:27,Herald,4 Hybrid,4 Hybrid,72.28687605443702,4.003025054931641,1.2061176300048828,9.651972770690918,8.445855140686035,100.79344430449784,1.3943533018164098,14.675403594970703,8.079267501831055,2052.46728515625,-314.2725524902344,2076.388427734375,Measured,8.70548152923584,12.348422708086789,132.88371554883545,10.35328197479248,23.881503960695,155.890386049683,10.61854362487793,28.72583769058837,"Your 4 Hybrid shot shows some areas for improvement. The club speed is solid, but the attack angle suggests you might want to hit down on the ball a bit more for better contact. The ball is launching a little high with too much left spin, leading to a loss of distance and accuracy. Focusing on your swing path can help straighten out your shots and improve consistency.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 19:47:00,Lauren,4 Hybrid,4 Hybrid,80.14772618136703,5.198441982269287,1.189764380455017,1.695948600769043,0.5061842203140259,114.11217707602646,1.423773106398564,4.690950393676758,1.5419622659683228,2254.358642578125,-191.2527313232422,2262.456787109375,Measured,4.849183082580566,3.281986264594736,107.44530910867344,2.4031403064727783,4.505183832332364,163.35133962223335,2.6987087726593018,7.691258508399926,"You're producing solid club speed and ball speed, which is great! Your attack angle is slightly upward, and your launch angle is pretty low. This can lead to low shots that don't get much height. Try to lift the ball more by focusing on a higher launch angle for better distance and carry. Additionally, working on your alignment and ensuring the face is square to your path can reduce the sideways spin for straighter shots.",launch angle drill,1.1807681,72.0,100.52864,41 +4/16/24 19:47:49,Herald,4 Hybrid,4 Hybrid,72.82230241175239,2.9299304485321045,1.0557163953781128,3.969071865081787,2.9133553504943848,111.78278314504132,1.5350075381165278,6.6614484786987305,3.3923842906951904,2695.108154296875,-756.3594360351562,2799.229736328125,Estimated,15.676329612731934,5.845190073999788,123.76935942325416,7.151571750640869,15.408632506954405,163.0784035474935,8.064992904663086,22.87934497093352,"Your club speed is decent, but there's room for improvement in consistency. The launch angle is a bit low, which may be affecting your distance. Focus on getting the ball higher in the air to maximize carry distance. Also, your club face is open at impact, contributing to some sidespin and deviation. Try to square the face at impact and aim for a smaller deviation angle.",face alignment drill,1.1807681,72.0,100.52864,41 +4/16/24 19:48:27,Herald,4 Hybrid,4 Hybrid,70.38113163675371,2.8784432411193848,0.4837411344051361,12.996994018554688,12.513253211975098,102.56165004199102,1.4572321822178878,16.377521514892578,10.736555099487305,1624.9385986328125,-299.72149658203125,1652.349365234375,Measured,10.450798988342283,14.069441852878867,140.4293650768359,13.249449729919434,32.18514098911896,164.80000674478106,13.531608581542969,38.560180358155776,"Your shot shows a good club speed and decent ball speed, but you have a significant issue with your face angle being open at impact, which is causing the ball to start to the right (slices). Focus on getting your clubface more square at impact. Also, try to watch your follow-through; it appears to pull towards the right too. This can help straighten out your shots and improve consistency.",face angle drill,1.1807681,72.0,100.52864,41 +4/16/24 19:49:35,Brian,5 Wood,5 Wood,,,,,0.0,143.478272478309,-64.1405258178711,12.736035346984863,1.59959614276886,1614.1470947265625,511.6825866699219,1693.307373046875,Measured,-17.588550567626953,21.335172749965977,227.88398402240816,-3.071285486221313,-12.209641405654452,253.43824979045712,-3.554185390472412,-15.711472069462276,"Your shot data shows great ball speed and good carry distance, but the inconsistent metrics (like club speed and path) suggest that your swing needs some work. Focus on improving your club face alignment and swing path to reduce the side spin, which will help straighten your shots.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 19:50:28,Herald,5 Wood,5 Wood,76.9135618866967,1.8935554027557373,-0.2921574711799621,6.812173843383789,7.1043314933776855,106.73691921456977,1.3877516083809327,10.095711708068848,5.559117317199707,2200.61328125,335.8567810058594,2226.094970703125,Estimated,-8.677499771118164,8.411521953845977,129.1569933857454,3.713200330734253,8.364529715831054,166.28957422922576,3.247752904891968,9.420964912586667,"Your club speed is decent, but to improve your accuracy and distance, focus on making sure your club face is square to your swing path. The slight open face is causing the ball to slice. Work on aligning your grip and stance for better control.",club face alignment drill,1.1807681,72.0,100.52864,41 +4/16/24 19:51:09,Brian,5 Wood,5 Wood,93.42753033526152,4.289137363433838,-19.999998092651367,1.9216845035552976,21.92168235778809,114.07771987348224,1.2210289564983494,6.077571868896484,-0.92402446269989,3397.652099609375,-1961.6351318359373,3923.2705078125,Estimated,30.0,5.950654831893701,122.94230771524144,7.297966003417969,15.617289432764323,157.42716166297578,9.20340347290039,25.17887645609494,"Your 5 Wood shot shows a lot of potential, but there are a few areas to work on. The attack angle is slightly positive, which is good, but the club path is significantly left, causing a big slice. Your ball speed is decent, but the launch angle is quite low; aim for a launch angle around 12-15 degrees for better carry. Reducing backspin will also help—try to get closer to 2500-3000 RPM for optimal distance. Work on your alignment and swing path to help straighten out your shots.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 19:51:45,Lauren,5 Wood,5 Wood,77.97156354956132,3.808656692504883,1.7157835960388184,-1.7240614891052246,-3.439845085144043,111.50361836514185,1.4300549237321172,8.658809661865234,-1.201492428779602,3245.31787109375,-828.8696899414062,3349.494384765625,Measured,14.327326774597168,9.52869652422862,138.93977256156995,3.0970561504364014,7.5066228273679485,166.8627466610651,3.839461088180542,11.17324755310051,"It looks like your ball speed is decent, but the launch angle is a bit low. A low launch can lead to higher spin and reduced distance. Your club face is also slightly closed at impact, which could cause the ball to drift left. Focus on ensuring a more neutral club face at impact. Additionally, try to increase your attack angle slightly to help with a higher launch. Aiming for a launch angle closer to 12-15 degrees would be ideal for your distance.",launch angle drill,1.1807681,72.0,100.52864,41 +4/16/24 19:52:30,Herald,5 Wood,5 Wood,75.41760900883037,2.2854740619659424,-1.9330973625183103,7.029449939727783,8.962547302246094,117.11556003270562,1.5528940995596,12.912615776062012,5.532267093658447,2393.650634765625,-95.47157287597656,2395.5537109375,Measured,2.2840511798858643,16.332203061646965,169.6418853682917,6.425899028778076,18.986057293840982,191.48224475372265,6.47556734085083,21.59532850456389,"Your shot with the 5 Wood shows good ball speed and decent carry distance, but there's room for improvement on your club path and face angle. The face is open at impact, which is why you're seeing some sidespin that can lead to a hook. Focus on aligning your swing path more towards your target and closing the clubface slightly at impact to straighten your shots. Also, trying to increase your attack angle can help maximize distance.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 19:53:14,Brian,5 Wood,5 Wood,72.9971057287703,2.3193039894104004,-0.1063457578420639,9.558292388916016,9.66463851928711,115.3884247548076,1.580726024721411,9.941664695739746,7.8380913734436035,2608.15185546875,-53.277645111083984,2608.69580078125,Measured,1.1702384948730469,11.484906308289965,153.764218032391,8.385180473327637,22.423022670321643,181.3754165661976,8.398798942565918,26.49208511772917,"Your 5 wood swing shows decent club speed and ball speed, but the launch angle is a bit low, which might limit your distance. The face angle at impact is significantly open, causing a fade or slice. Focus on keeping the clubface more square at impact and try to increase your launch angle for better carry distance.",face alignment drill,1.1807681,72.0,100.52864,41 +4/16/24 19:53:55,Lauren,5 Wood,5 Wood,78.33801478929854,4.810770034790039,-0.6915297508239746,4.801568984985352,5.493098735809326,123.00945684798262,1.5702396490239687,11.333498001098633,3.857588529586792,2279.74755859375,295.3470764160156,2298.79931640625,Estimated,-7.381699085235596,15.226948376926316,177.08982291380016,1.7986358404159546,5.558213794449216,200.8412354388347,1.5246975421905518,5.344083462396043,"Your 5 wood swing shows promise with decent club speed and good ball speed. However, your club path is slightly across the ball (negative value), which could lead to pulls or slices. Focus on a more neutral club path by working on your alignment and swing path. Additionally, your launch angle is on the lower side; try to increase your attack angle a bit to get the ball higher in the air for better distance. Lastly, managing backspin will help with length and control. Practice these adjustments for improved performance.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 19:54:32,Lauren,5 Wood,5 Wood,80.95502140273857,,-3.563311815261841,-3.817243099212648,-0.2539312839508056,112.31789377266524,1.3874110811965732,1.933103919029236,-3.5814368724823,1419.056884765625,22.78979110717773,1419.2398681640625,Estimated,-0.9200806617736816,0.3903650763005721,41.03798135214856,-3.6266064643859854,-2.595831224146366,130.90245095566934,-3.655216693878174,-8.345472395789159,"Your shot data shows that your club speed and ball speed are decent, but the launch angle is quite low, which will limit your carry distance. The club path indicates that you're swinging a bit to the left, meaning your shots may be starting off that way too. Focus on getting the clubface square to your target at impact to improve accuracy and distance.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 19:55:26,Brian,5 Wood,5 Wood,74.57307475033576,7.1700758934021,-2.971121072769165,2.263313055038452,5.234434127807617,116.966364953636,1.568479848058154,12.999626159667969,1.487369179725647,2150.53271484375,-132.1447296142578,2154.5888671875,Measured,3.516258001327514,15.615403777564666,168.39393205761553,2.5147387981414795,7.388502381962837,191.5627605620266,2.6253247261047363,8.77448450600798,"Your shot with the 5 Wood looks solid overall! You're producing good ball speed and carry distance. However, your club path is a bit too far to the left (negative), which can lead to some shots going off target. Focus on correcting that path to align more with your target. Your launch angle is good for some height, but a slight adjustment could help optimize distance.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 19:56:05,Jason,5 Wood,5 Wood,76.24182563501745,1.7831441164016724,0.9196677207946776,7.197561740875244,6.277894020080566,117.8338536140236,1.545527702577772,14.26211929321289,6.027315616607666,2810.366455078125,-306.3490600585937,2827.01416015625,Measured,6.221067428588867,20.154289524787373,174.95399299951168,8.529472351074219,25.94890795333572,193.2603842325716,8.693889617919922,29.21236176292132,"Your numbers show you’re generating a decent amount of power, but the club face is aiming left at impact, leading to a pull shot. Adjusting your aim and focusing on keeping the club face square at impact can help straighten out your shots. Also, working on your attack angle can improve distance and consistency.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 19:56:43,Herald,5 Wood,5 Wood,74.65417461486777,6.554950714111328,-9.017918586730955,9.475881576538086,18.49380111694336,112.69413263283786,1.509548973171478,14.53195095062256,6.655318737030029,3929.915771484375,-1404.4815673828125,4173.3447265625,Measured,19.66598129272461,19.583981036077603,156.15928381859703,14.986973762512209,40.38268279583917,169.7391384523944,15.56793212890625,45.55468040519963,"Your shot shows that while you're generating good ball speed, the club path is significantly out-to-in (negative value), which causes a slice. The face is also open to the path, leading to rightward spin. Focus on aligning your club path more with your target line, and try to close the clubface slightly at impact. This will help in achieving straighter shots.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 19:57:30,Jason,5 Wood,5 Wood,77.7691808173322,0.0831285566091537,4.855959892272949,8.314163208007812,3.458203315734864,105.17872492131028,1.3524473810307822,13.52935791015625,7.437054634094238,5197.31005859375,-786.9237670898438,5256.54638671875,Measured,8.609748840332031,17.019999967525678,139.24721779518495,11.488045692443848,27.732956791897777,151.00206690917548,11.704169273376465,30.63204528038136,"Your 5 wood shot shows good potential with a solid club speed and ball speed, but your launch angle and backspin are higher than optimal. This can lead to shorter carry distance and less accuracy. Focus on lowering your attack angle slightly and keeping the club face square to improve distance and accuracy. Working on your swing path will help straighten out your ball flight and reduce side spin.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 19:59:49,Lauren,,Driver,84.4837017669015,0.839520275592804,1.2902836799621582,6.879985809326172,5.589702129364014,119.79815308962134,1.418003124675523,15.696986198425291,5.812826156616211,2045.8995361328125,-70.84065246582031,2047.1256103515625,Estimated,1.9831129312515257,21.099739103140564,184.6561562437473,6.6475911140441895,21.376208695478,206.1542441796192,6.675852298736572,23.96585782825491,"Your driver swing shows good potential with a solid club speed and decent ball speed. The launch angle is good for maximizing distance, but the club face is open relative to your path, which is causing a slight slice. Focus on squaring the club face at impact and aim to keep your attack angle slightly positive for better lift. Try to minimize the sidespin to improve accuracy.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:00:39,Lauren,,Driver,93.68437217265092,5.17339563369751,0.1948819756507873,0.8712593913078308,0.6763774156570435,118.1310320528064,1.260947042854733,12.9763765335083,0.7400572299957275,3539.56494140625,-599.7789306640625,3590.021484375,Estimated,9.61741065979004,19.711473438133225,170.06347114673554,4.557156562805176,13.512213011214952,185.74883502669945,4.858130931854248,15.730954391989712,"You're generating good club speed and distance, but your backspin is quite high, which can affect your carry and stability. Aim to reduce backspin for a better flight and distance. Drills to work on your attack angle and perhaps adjust your swing path can help improve your consistency.",attack angle drill,1.1807681,72.0,100.52864,41 +4/16/24 20:01:27,Jason,,Driver,85.49791940147134,1.6393084526062012,1.1827985048294067,0.3950663208961487,-0.7877321839332581,125.87641897824416,1.472274645505326,12.705893516540527,0.4725164771080017,4189.2470703125,106.74291229248048,4190.60693359375,Measured,-1.4595929384231567,24.71270869913087,184.77453534097185,-0.1655109971761703,-0.5346252604683066,198.0434404261814,-0.209356740117073,-0.7256356202690526,"Your shot data shows a solid club speed and decent ball speed. However, your backspin is quite high, which can cause loss of distance. Focus on lowering your backspin for better carry. Your attack angle is slightly positive, which is good, but aim for a bit more upward angle to help with distance. Additionally, your average launch angle is fine, but consider adjusting your face angle to ensure the ball goes straighter.",launch angle drill,1.1807681,72.0,100.52864,41 +4/16/24 20:02:10,Herald,,Driver,86.9660112673746,3.400887012481689,-1.5411193370819092,0.924465000629425,2.465584278106689,126.93515449931056,1.4595949917612288,14.84494400024414,0.5665408968925476,2151.654296875,6.428674697875977,2151.663818359375,Measured,-0.1711868196725845,23.05618355115098,200.24316568347425,0.537412166595459,1.8776631973966715,221.3000436770544,0.5289714932441711,2.043500862050479,"Great job with your driver! Your club speed and ball speed are solid. The slight positive attack angle helps with getting the ball airborne. To improve, try focusing on your club path; it's just a bit too in-to-out, which can cause hooks. Work on aligning your swing path more towards the target for better control.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:02:52,Brian,,Driver,,,,,0.0,127.37209879259352,-56.94042205810547,11.629545211791992,-0.5364194512367249,4150.833984375,-607.5707397460938,4195.064453125,Measured,8.32742977142334,23.07185701704725,185.6070938296561,3.224218845367432,10.439377248936353,199.33469705759308,3.470569610595703,12.06682388329807,"It looks like you're generating good ball speed, but your spin rates are quite high and suggest you might be catching the ball too much on the upswing or releasing the clubface inconsistently. This can lead to distance loss and more sidespin, causing hooks or slices. Focus on hitting down on the ball a bit more and keeping your face square to your path for better control.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:03:31,Herald,,Driver,86.36538246215423,3.524786710739136,-1.019287347793579,-2.756355762481689,-1.7370684146881104,127.51346889525576,1.476441894426078,14.689064025878906,-2.3916735649108887,1653.4573974609375,921.1113891601562,1892.71435546875,Measured,-29.121395111083984,19.29483750458849,190.5519158772968,-10.137778282165527,-33.54013652090225,214.71939071288944,-11.021408081054688,-41.04917012924034,"Your swing is producing some solid ball speed, but you're slicing the ball to the right, evident from your club path and face angle. Focus on aligning your clubface more square to the target at impact to help straighten your shots. Also, try to promote a more inside-to-out swing path for better direction.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:04:27,Herald,,Driver,86.45401717310688,2.024121046066284,-5.355715751647949,1.7125121355056765,7.068227767944336,122.79872861201692,1.4203935528656468,15.282596588134766,0.7365516424179077,2808.136474609375,-296.5329895019531,2823.74951171875,Estimated,6.027968406677246,24.438160222323177,189.10815479571104,3.050114393234253,10.062403694588395,206.61871609844457,3.226585865020752,11.62946868747656,"You're hitting the ball well with a decent carry distance of about 189 yards and a total distance of 206 yards. However, your club path is too much in-to-out (-5.36°), which can lead to some hooks and inconsistency. Try to straighten that out by working on your swing path. Also, your backspin is a bit high for distance; focusing on lowering that can help you gain more distance as well. Consider adjusting your attack angle slightly to optimize launch conditions.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:05:00,Jason,,Driver,90.1750878514258,4.946739673614502,0.731903612613678,-6.6770734786987305,-7.408977031707764,120.17270236928287,1.3326596650205844,14.742546081542969,-5.393118858337402,2679.532470703125,153.8387908935547,2683.94482421875,Measured,-3.2858896255493164,21.76948252920397,182.11599513045252,-6.832653045654297,-21.66626585194217,201.31493538708847,-6.904585361480713,-24.201347794428106,"You're generating good club speed and ball speed, but your club face is closed at impact, which is causing the ball to start left and spin more. To improve accuracy, focus on aligning the club face better with your swing path at impact. Practice controlling your face angle to reduce that left push.",face angle drill,1.1807681,72.0,100.52864,41 +4/16/24 20:05:29,Jason,,Driver,84.17850208730852,-0.7976770997047424,2.033933401107788,-5.988614559173584,-8.022547721862793,123.77817331435108,1.4704249926658288,11.782471656799316,-4.664684295654297,2304.123046875,-681.4463500976562,2402.780029296875,Measured,16.475627899169922,16.097117760417063,178.62140880349034,0.1845174729824066,0.5767187907696965,201.6696721856224,0.7778319120407104,2.7372720513348554,"Your driver swing shows a solid ball speed, but the angle of attack is slightly negative, which can lead to less optimal launch conditions. Working on hitting up on the ball will help improve your launch angle. Additionally, your club face is significantly closed relative to your path, causing a leftward spin. Focus on keeping the face more aligned with your swing path for straighter shots.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:06:07,Lauren,,Driver,83.51769690954188,,,,0.0,122.23786468145136,1.4636163256973829,14.837621688842772,3.688263416290283,2758.669677734375,-735.95849609375,2855.152099609375,Measured,14.937493324279783,22.62548655377782,184.66193001984536,9.3742094039917,30.07808817564296,202.7935393718326,9.827893257141112,34.61467630206653,"Your driver swing has some good components, but we need to address the high backspin and rightward sidespin. This can lead to losing distance and control. Focus on keeping the club face square at impact and aim for a lower backspin rate to improve your ball flight and distance.",face angle drill,1.1807681,72.0,100.52864,41 +4/16/24 20:06:43,Herald,,Driver,91.4930801153596,3.678547620773315,-2.004607677459717,-6.156290054321289,-4.151682376861572,122.43232003845424,1.3381593436802512,11.189724922180176,-5.307746887207031,3813.67041015625,-996.2876586914062,3941.658447265625,Measured,14.640807151794434,18.82710114949373,173.6029961414206,0.443672776222229,1.344840058280596,189.7340588242841,0.9693463444709778,3.210012745512444,"Your swing speed is solid, but the club path and face angle suggest you're cutting across the ball, leading to a slice. Focus on getting the clubface square to your target at impact. Try practicing with a drill that encourages an inside-out swing path, which will help straighten out your shots and increase distance.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:07:03,Lauren,,Driver,,,,,0.0,93.3509957514034,-41.73162841796875,,-1.4134200811386108,9323.1923828125,-26.301908493041992,9323.2294921875,Measured,0.1616382300853729,,,,,,,,"It looks like we've got some data that's missing, particularly around key metrics like club speed and angles. However, your ball speed is good. The high backspin indicates you might be hitting down on the ball instead of sweeping it off the tee. Focus on creating a more shallow angle of attack for better distance.",sweep drill,1.1807681,72.0,100.52864,41 +4/16/24 20:07:08,Lauren,,Driver,84.30312998308818,2.17479944229126,-2.780416250228882,1.3607802391052246,4.141196250915527,121.627320257272,1.44273789456775,15.718637466430664,0.7698706388473511,2891.39208984375,-573.698974609375,2947.75830078125,Measured,11.222650527954102,24.707385477815023,185.6503637759633,5.10518741607666,16.520034344189867,202.555229266467,5.438082695007324,19.19620563941612,"Your club speed is decent, but the club path and face angle indicate that you're cutting across the ball a bit, which is causing some sidespin and inconsistent results. Focus on improving your swing path to be more neutral and square at impact. This should help reduce the sidespin and increase your carry distance.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:09:58,Herald,,Driver,86.4355000533642,-0.1196620762348175,0.7083837985992432,-2.778400421142578,-3.4867842197418213,125.02712317467284,1.4464788553023082,14.809258460998535,-2.193603277206421,1925.680419921875,654.061279296875,2033.7259521484373,Measured,-18.760160446166992,20.514823044338755,191.46253715380408,-7.74252986907959,-25.79420913450008,213.76705140099148,-8.30368709564209,-30.87219097930415,"Your driver swing shows some room for improvement. Your club speed is good, but your attack angle is slightly negative, suggesting that you're hitting down on the ball instead of sweeping it off the tee. This can lead to less distance and potential inconsistencies. The club face is open at impact, which contributes to a pull and sidespin. Focus on achieving a better launch angle by allowing the club to sweep the ball. Consider working on your alignment and club face position at impact.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:10:21,Lauren,,Driver,85.79507224054942,0.8967507481575012,2.275121688842773,0.9933962225914,-1.2817254066467283,127.50209409312812,1.4861237453783116,12.92822265625,1.1006773710250854,4255.9580078125,-13.632159233093262,4255.97998046875,Measured,0.1835221499204635,26.16184932138026,188.20983199603688,1.272109031677246,4.178355617261701,201.67212520610337,1.2691830396652222,4.466719282226734,"Your driver swing is solid, but there's a bit of room for improvement. Your club speed is good, but the launch angle could be slightly higher for more distance. The spin rate is on the high side, which can cause loss of carry distance. Focus on keeping your club face aligned with your swing path at impact to reduce backspin and enhance distance.",launch angle drill,1.1807681,72.0,100.52864,41 +4/16/24 20:10:55,Jason,,Driver,117.87320036016808,,,,0.0,124.16936240207632,1.0534147034497237,16.00443458557129,1.5206336975097656,2936.54443359375,529.5386352539062,2983.907470703125,Estimated,-10.222128868103027,26.813818778465475,191.97079632257555,-2.434376001358032,-8.154045018595582,208.3681035073023,-2.741811513900757,-9.967337678491049,"Your driver distance is looking good with a ball speed of over 124 mph, which is impressive! However, you might want to work on your launch angle and spin rates. A launch angle around 12-15 degrees is generally ideal for more distance, so experimenting with tee height and ball position could be helpful. Additionally, your backspin is a bit high; aiming for 2000-2500 rpm might give you a more penetrating ball flight. Focus on solid contact to improve your smash factor and overall distance.",tee height adjustment drill,1.1807681,72.0,100.52864,41 +4/16/24 20:11:23,Brian,,Driver,86.40009566174558,1.1625534296035769,-0.9716496467590332,-3.931982517242432,-2.9603328704833984,125.34801547325516,1.4507856098214265,13.41962718963623,-3.3513994216918945,1711.6441650390625,988.2180786132812,1976.436279296875,Estimated,-30.0,16.360482674887407,179.30321499948695,-11.117493629455566,-34.573550662778416,204.31142505870048,-12.085500717163086,-42.77693090855155,"Your club speed is good at around 86 mph, but your club path is slightly negative, meaning you're swinging a bit too much from the inside to out. This can cause the ball to slice. Try to adjust your club face to be more square at impact. Your launch angle is decent, but you might see better distance with a little more upward tilt. Work on these areas to improve your accuracy and distance.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:12:37,Herald,,8 Iron,70.74870926349831,2.0669538974761963,3.592931270599365,0.7020644545555115,-2.890866756439209,92.30901950368934,1.304744927004834,17.02368927001953,1.0262643098831177,7433.2529296875,1070.93359375,7510.00341796875,Measured,-8.198380470275879,17.0114884453551,114.42556244663136,-2.360491275787353,-4.712772254960839,122.29008794994388,-2.566892385482788,-5.476839116091639,"You're hitting the ball with decent speed, but your backspin is quite high, which can cause the ball to lose distance. Your club path is slightly to the right, and your carry distance could improve with a more square club face at impact. Focus on bringing your club path more to the inside on the downswing to help improve accuracy and distance.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:13:05,Brian,,8 Iron,70.1919754186265,0.9849149584770204,4.986880302429199,1.4175643920898438,-3.5693159103393555,100.37500859772264,1.4300068918004352,18.357776641845703,1.7884129285812378,3754.2041015625,575.0154418945312,3797.985107421875,Measured,-8.708075523376465,20.061552418015708,138.96652216586244,-1.2785536050796509,-3.101170391178215,151.88530446725235,-1.5424349308013916,-4.088478542553787,"Your 8 iron shot shows a solid club speed and decent carry distance, but there's room to improve your accuracy. The swing path is slightly out to the right, and the ball spin is higher than ideal, which can cause the ball to lose distance and accuracy. Focus on squarely hitting the ball while maintaining a more neutral swing path. This will help you hit straighter shots with better distance control.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:13:44,Jason,,8 Iron,66.59685955411487,-1.842584729194641,4.4379072189331055,5.9847612380981445,1.546854019165039,92.3345424092886,1.386469918063628,18.511934280395508,5.471320629119873,1356.9173583984375,783.41650390625,1566.8331298828125,Measured,-30.0,12.55955559929714,117.49900520632492,0.3071048855781555,0.6311692357460146,140.98211235854797,-0.5961047410964966,-1.4676247104112434,"Your 8-iron shot shows a solid carry distance of about 117 yards, but there are opportunities to improve accuracy and consistency. Focus on adjusting your attack angle to be more neutral (around 0 degrees) to promote a better ball flight. Also, your club path suggests you're coming slightly from the inside, which can lead to a pull. Aim for a more straight swing path to keep your shots on target.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:14:32,Brian,,Gap Wedge,59.583654049802135,1.5052237510681152,0.6183449625968933,0.4362146258354187,-0.1821303367614746,79.86158974855061,1.3403271588848755,24.55317115783692,0.4356882572174072,5219.4208984375,787.123046875,5278.43896484375,Estimated,-8.575958251953125,17.758718950353114,98.39163603737144,-2.452559471130371,-4.210370037620493,106.43074317518676,-2.653210401535034,-4.926794641597439,"Nice shot with decent carry distance! Your club speed is good, but you could benefit from tightening your spin rates to increase accuracy. Your ball is spinning more than ideal, which is causing some leftward deviation. Focus on keeping your club face square to your path for straighter shots.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:14:58,Lauren,,Gap Wedge,57.58608349131191,-2.2859411239624023,15.723702430725098,7.040927410125732,-8.682775497436523,70.85377898487695,1.2303976011073363,29.5263900756836,7.75103759765625,3427.71826171875,984.7134399414062,3566.3583984375,Estimated,-16.02828025817871,16.697149306391793,84.67872590149909,4.012101173400879,5.924740631259908,94.35065191368358,3.552642583847046,5.846510971295345,"Your gap wedge shot shows some positive signs, like decent ball speed and carry distance. However, your attack angle is a bit too negative, which can lead to hitting the ground before the ball. Work on keeping the club on a more level path after impact. Try aligning your body better with the target, as your club path and face angle show you're aiming too much to the right. A slight adjustment in your setup can help you achieve better results.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:15:19,Jason,,Gap Wedge,57.58101474977866,0.0614573396742343,7.366690635681152,5.583189487457275,-1.783501148223877,77.77752632106876,1.3507494902452677,24.94830894470215,5.507930755615234,6123.71630859375,1045.9066162109375,6212.392578125,Estimated,-9.692370414733888,17.36712739640427,93.05337954156856,2.562389373779297,4.160258333509233,100.25892695785024,2.3061351776123047,4.034294897450678,"Your gap wedge shot shows good potential. Your club speed is decent, and the smash factor indicates you're making solid contact. However, your attack angle is almost level, and you have a bit of a right bias in your club path and face angle. Focusing on improving your attack angle and ensuring your club path is more neutral can help your accuracy and consistency.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:15:38,Brian,,Gap Wedge,64.31342135970772,1.7909215688705444,4.027025699615479,6.422555446624756,2.3955297470092773,86.3932349408824,1.343315798077066,26.414247512817383,5.77952241897583,5676.6943359375,790.0504760742188,5731.408203125,Estimated,-7.923210144042969,23.52012565092696,109.41252306751994,3.2450995445251465,6.193521589674845,116.10294452640484,3.047353506088257,6.1722370480185305,"You've done well with a decent club speed and good carry distance! However, your face angle is quite open, which could lead to pushes to the right. Try to square the clubface at impact for better accuracy. Additionally, your backspin is high, indicating a need for a cleaner strike to get more distance. Focus on making solid contact to improve your overall results.",clubface alignment drill,1.1807681,72.0,100.52864,41 +4/16/24 20:16:01,Brian,,Gap Wedge,63.85943619632053,1.3071945905685425,3.5894572734832764,5.053561210632324,1.464103937149048,87.4676374812334,1.3696900989281382,27.63057518005371,4.600247859954834,5517.0087890625,2030.094482421875,5878.662109375,Estimated,-20.202110290527344,24.89926549569259,112.52217708193255,-3.214062452316284,-6.308738459816766,116.2307685868418,-3.44758939743042,-6.989744191009322,"Your gap wedge shot shows good speed, but the club face is pointing a bit too far right (5.05 degrees), causing a significant right spin (2030 rpm). This might lead to your shots going off target. Focus on aligning your club face better at impact. Consider working on your swing path as it’s moving to the right (3.59 degrees) as well. Additionally, the backspin is nice, giving you good lift, but try lowering the launch angle slightly for better distance control. A consistent swing will help improve your accuracy and distance.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:16:28,Lauren,,Gap Wedge,68.82868874381984,6.170932769775391,8.203927040100098,11.400811195373535,3.196884155273437,83.17692217363219,1.208462978035459,28.258359909057617,10.391417503356934,7123.37060546875,-516.64306640625,7142.08154296875,Estimated,4.148278713226318,23.69454249919,100.46277796598316,13.380667686462402,23.249058544172613,105.01439084285266,13.364380836486816,24.27335312351238,"Your shot data shows a strong gap wedge performance with good club speed and carry distance. However, the club face is significantly open relative to the club path, which is causing your ball to veer to the right. Focus on aligning your club face more with your path to improve accuracy. Additionally, your backspin is quite high, which is good for stopping the ball on the green, but it can also affect distance. Consider practicing your setup and alignment to keep the face square.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:17:08,Lauren,56,Sand Wedge,57.32402358077843,-1.5439529418945312,1.0662164688110352,8.886312484741211,7.820096015930176,66.02762025349057,1.1518315730305886,26.67059326171875,7.432830810546875,5323.1787109375,-499.1360168457031,5346.5283203125,Estimated,5.356764793395996,12.84958355313654,73.15269186801925,9.349225997924805,11.88376514400386,81.22239501299009,9.427629470825195,13.304365415291612,"Your sand wedge shots show decent distance but with some inconsistency in direction. The club path is slightly to the right (1.07 degrees), while the club face is open to your path (8.89 degrees), which contributes to a slice. To improve your accuracy, focus on aligning your club face with the path of your swing. Additionally, your attack angle is slightly descending; try to make it more level for better contact with the ball.",face alignment drill,1.1807681,72.0,100.52864,41 +4/16/24 20:17:29,Jason,56,Sand Wedge,60.03519870800665,-2.939006090164185,5.588278293609619,0.9390001893043518,-4.649278163909912,65.70574236627681,1.0944536501969453,31.28560447692871,1.4705605506896973,4537.08984375,-158.78103637695312,4539.8671875,Estimated,2.0043184757232666,15.747145161524829,74.23397328370265,2.117755174636841,2.743187668753251,81.49699146553849,2.1486740112304688,3.0556226401386937,"Great job with your shot! Your club speed is solid, and your ball speed shows good contact. However, your attack angle is slightly negative, which can lead to more digging into the sand. Focus on hitting up on the ball a bit more to encourage better launch and carry distance. Additionally, your backspin is high; while some spin is good for a sand wedge, consider adjusting your setup for a more controlled shot.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:17:51,Brian,56,Sand Wedge,57.328430996606585,-0.6561815738677979,5.078179836273193,5.4032182693481445,0.3250384330749511,62.45809129383997,1.0894784700725024,30.634164810180664,5.073743343353272,4527.89794921875,1469.71142578125,4760.453125,Estimated,-17.98292350769043,13.569531505939947,67.61365898329177,0.9052541851997375,1.0683076933367843,74.93287553060236,0.4656222760677337,0.6087498983426443,"Great job with your shot! Your club speed is solid, and your carry distance is impressive for a sand wedge. However, your ball spin is quite high, which can make it difficult to control the distance and stop on the green. Try to focus on hitting down on the ball a bit less steeply, which will help reduce the backspin. Improving your club path and face alignment at impact can also help give you better distance control.",swing path drill,1.1807681,72.0,100.52864,41 +4/16/24 20:18:10,Lauren,56,Sand Wedge,60.79531794020886,,,,0.0,66.66455797322942,1.0965409875607997,30.681379318237305,-1.4806604385375977,6015.16796875,0.0,6015.16796875,Estimated,-0.0,16.107797577477072,74.28583714530032,-1.605228304862976,-2.0809969018907424,79.92812633942322,-1.5940957069396973,-2.2236393388673434,"Your ball speed and carry distance look good, but there's some inconsistency with the launch angle and direction. Focus on making solid contact and getting a consistent launch angle around 30 degrees. This will help you get more carry and better control on your shots. Also, check your setup to ensure you’re aligned properly for straighter shots.",launch angle drill,1.1807681,72.0,100.52864,41 +4/16/24 20:18:32,Herald,56,Sand Wedge,62.927137616833534,1.294791340827942,-0.6326119303703308,2.455106496810913,3.0877184867858887,73.58874050440136,1.1694277428044932,31.154373168945312,1.9375232458114624,4840.37109375,476.3017272949219,4863.7490234375,Estimated,-5.619921684265137,20.072605611492463,87.95360002327288,0.3220336139202118,0.4944007307446334,94.8370675191245,0.1938266605138778,0.3203112712827689,"Your shot with the sand wedge shows good distance, but there are a few areas for improvement. The club speed is solid, but the club face is open to the path, leading to some sidespin, which can cause a hook or slice. Focus on aligning your clubface better to your target path. Additionally, consider lowering your attack angle slightly for a more controlled launch. Your spin rate is a bit high, which can lead to less distance; try to make cleaner contact with the ball.",club face alignment drill,1.1807681,72.0,100.52864,41 +4/16/24 20:18:56,Herald,56,Sand Wedge,61.47085574803805,-8.402950286865234,3.326383590698242,7.092835426330566,3.766451835632324,57.62014389843307,0.937357113338578,33.27242660522461,6.242436408996582,3656.259521484375,-75.32345581054688,3657.035400390625,Estimated,1.180196762084961,12.781733340377173,60.66076433294302,6.858925819396973,7.2444077662480595,68.50655843836512,6.835781574249268,8.153936551703566,"You're hitting the ball at a good speed, but your attack angle is a bit steep, meaning you're descending too much as you hit the sand. This can lead to a lot of backspin, which is great for stopping the ball but can make it hard to control distance. Try flattening out your swing a little and focus on hitting the ball with a more level angle. Your club path and face angle also suggest that you might be aiming slightly right, which is causing your shots to veer off. A more neutral grip and focus on alignment will help improve accuracy.",swing path drill,1.1807681,72.0,100.52864,41 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_13.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_13.csv new file mode 100644 index 0000000000..3bec52a9f9 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_13.csv @@ -0,0 +1,40 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +4/16/24 19:04:12,Lauren,56.0,Sand Wedge,64.27329808918694,2.034982681274414,1.6168146133422852,-6.838716506958008,-8.455531120300293,74.60301787161552,1.1607155706883885,28.00687026977539,-5.415170192718506,3950.7705078125,225.65310668945312,3957.20947265625,Estimated,-3.2689671516418457,17.682554333140388,91.26021322637187,-6.76515007019043,-10.750468638844495,100.92706632545288,-6.801263332366943,-11.95240799943565,"You have a good club speed and your launch angle is in a nice range for a sand wedge shot. However, your club face was significantly open at impact, leading to a lot of sidespin and deviation to the left. Focus on closing the club face at impact to improve accuracy and reduce sidespin. This should help your carry distance get closer to your target.",face alignment drill,1.1807561,72.0,100.527626,41 +4/16/24 19:04:57,Brian,56.0,Sand Wedge,63.04044190989498,-0.9185751080513,2.932801961898804,2.821116209030152,-0.1116857528686523,72.2660122950956,1.1463436820190271,30.895601272583008,2.6843016147613525,5963.07568359375,1427.8878173828125,6131.650390625,Estimated,-13.46619987487793,19.22126983507883,85.53664895570091,-1.6663613319396973,-2.487497829843903,88.58413475377438,-1.806127905845642,-2.791956052124931,"Your swing is generating good club speed and ball speed, which is great! However, the high backspin and slight sidespin indicate you might be slightly open at impact, causing some curvature on your shots. Focus on keeping your club face square at impact for straighter shots. Try to improve your attack angle by slightly lowering your swing path through the ball, which should help with distance and control.",face angle drill,1.1807561,72.0,100.527626,41 +4/16/24 19:05:32,Brian,56.0,Sand Wedge,67.83443034569154,2.807236671447754,0.082939513027668,-3.695319652557373,-3.77825927734375,77.0613831149467,1.1360216739822773,27.70927047729492,-3.025041580200196,4518.814453125,1714.0198974609375,4832.96484375,Estimated,-20.77210807800293,18.477416405045687,93.55885194557597,-9.896721839904783,-16.08020944067323,101.63917650235726,-10.35863971710205,-18.27563252556638,"Your shot data shows that your club face is slightly open at impact, which is causing the ball to spin to the right and affecting your accuracy. To improve, work on squaring the club face at impact. Also, try to maintain a more consistent swing path to reduce the sidespin and improve control.",face alignment drill,1.1807561,72.0,100.527626,41 +4/16/24 19:06:05,Jason,56.0,Sand Wedge,60.78824388847306,0.952912211418152,0.6676788330078125,-2.980591058731079,-3.648269891738892,73.30968665655564,1.2059846109562795,24.0530948638916,-2.3647806644439697,7355.62744140625,-49.41049575805664,7355.79345703125,Estimated,0.3848713636398315,14.740885288884442,83.55232225873715,-2.4141104221343994,-3.519385613100212,90.26729895325298,-2.3886806964874268,-3.762168152597411,"Your sand wedge swing shows good club speed and ball speed, but the club face is slightly closed at impact. This can cause the ball to start left and curve that way. Focus on keeping the club face square to your target for more consistent direction. Also, try to reduce your backspin a bit for better distance control on your approach shots.",club face square drill,1.1807561,72.0,100.527626,41 +4/16/24 19:06:38,Lauren,56.0,Sand Wedge,64.71436393492877,3.860236644744873,1.6856430768966677,-1.1578524112701416,-2.8434953689575195,77.23403605676867,1.1934604832773852,27.662199020385746,-0.7401667833328247,7048.69384765625,1275.1365966796875,7163.10400390625,Estimated,-10.254133224487305,19.604170479304912,90.63744639406012,-4.622494697570801,-7.304540663935597,95.82493390996116,-4.791787624359131,-8.004736169932414,"Your shot data shows a good club speed and decent angle of attack, but the ball is going slightly left. The club face was closed at impact, which can cause that direction. Focus on aligning your club face more square to your intended target. Additionally, a high backspin rate indicates that the ball is getting too much spin, which can affect distance. Let's work on even contact to help achieve a better launch. Try practicing with more rhythm and control.",club face alignment drill,1.1807561,72.0,100.527626,41 +4/16/24 19:07:05,Herald,56.0,Sand Wedge,65.75016212057199,4.297850608825684,-2.828770875930786,-8.064591407775879,-5.235820770263672,81.01606816524509,1.2321805080370545,27.5271053314209,-6.978394031524658,4742.20166015625,2737.910888671875,5475.822265625,Estimated,-30.0,19.753279081398205,98.0892386860387,-17.8643856048584,-30.090344934440736,105.40951904325176,-18.504045486450195,-33.45398877782054,"Your shot data shows that you have a solid club speed, but the club path and face angle are leading to significant slices. Focus on aiming your clubface more towards your target and adjusting your swing path to keep the ball straighter. The high backspin indicates that you may need to follow through more completely for better distance.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:07:48,Lauren,56.0,Sand Wedge,60.73416024564858,-2.828968048095703,8.562311172485352,7.468231678009033,-1.0940794944763184,69.65495761300144,1.1468826988184464,28.98843765258789,7.205951690673828,5646.30810546875,1786.1478271484375,5922.08740234375,Estimated,-17.554197311401367,16.23151241142807,78.93777355367729,2.352018356323242,3.239457595628892,85.34247653177863,1.937853217124939,2.8859217550388507,"Your swing speed is good for a sand wedge, but the club face is slightly closed and the attack angle is a bit too flat. Try to aim for a more neutral swing path and face direction for better accuracy. With a high backspin rate, focus on sweeping the ball instead of digging into the ground to improve distance and control.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:09:46,Herald,56.0,Sand Wedge,64.97208469551333,-2.958186388015747,8.06728458404541,9.24444580078125,1.1771612167358398,68.46673451887727,1.0537869431116664,28.49518394470215,8.603033065795898,9711.96484375,994.9783325195312,9762.798828125,Estimated,-5.849471569061279,15.842845291760112,72.20515847379829,7.408779621124268,9.310686414884117,75.14975925299132,7.299363613128662,9.548053692649887,"Your shot shows a strong club speed, but the attack angle is slightly negative, which can lead to less effective contact with the ball. Ideally, for a sand wedge, you want a more neutral or slightly positive angle. Your club path and face angle indicate that the club is coming from the outside and the face is pointing slightly right at impact, causing it to veer off course. Additionally, the spin rate is high, which is good for stopping the ball on the green, but may need to be balanced with better direction. Focus on improving your path and angle to get straighter shots.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:10:59,Jason,,Pitching Wedge,64.63230834808746,1.2510894536972046,1.5377776622772217,-4.305159568786621,-5.842937469482422,79.33694940015448,1.2275122369585325,18.835208892822266,-3.3439383506774902,5090.16650390625,1413.3328857421875,5282.736328125,Estimated,-15.517818450927734,11.954428195299442,92.4433283664439,-8.232633590698242,-13.237241096348043,103.8456433941692,-8.713095664978027,-15.731263105451603,"Your shot data shows some interesting points. Your club speed is good for a pitching wedge, but the club face being closed at impact (-4.3 degrees) is causing a pull to the left. The high backspin (around 5090 rpm) can give you good control, but it might also be contributing to the errant direction. Focus on aligning your clubface square to your target at impact while ensuring a more neutral swing path to correct your shot shape. The launch angle is solid, giving you good height, but work on keeping it straight.",face alignment drill,1.1807561,72.0,100.527626,41 +4/16/24 19:11:43,Herald,,Pitching Wedge,62.47514496379654,-2.5082709789276123,3.790563106536865,4.561107635498047,0.7705445289611816,76.67174707597405,1.227236001139401,17.995403289794922,4.2208991050720215,5821.35009765625,631.0888671875,5855.4580078125,Estimated,-6.187236309051514,10.74238472653667,86.92872973504473,2.545374870300293,3.860580998083975,98.03630684273504,2.315959215164185,3.961722203085088,"Your club speed and ball speed are good, but your attack angle is a bit negative, which means you're hitting down too much on the ball. This can lead to a loss of distance. Try to focus on a slight upward angle at impact to help get the ball in the air better. Also, your spin rate is quite high, indicating you may need to work on your strike to make it more consistent. Aim for a more centered strike on the club face. Overall, keep practicing control over your swing path and attack angle for better results.",attack angle drill,1.1807561,72.0,100.527626,41 +4/16/24 19:12:23,Lauren,,Pitching Wedge,65.18762567596514,1.339600682258606,2.694708824157715,-1.48063862323761,-4.175347328186035,87.77234223320193,1.3464571124203997,17.99213409423828,-0.8790493607521057,6148.30517578125,3549.72509765625,7099.45068359375,Estimated,-30.0,14.064261515834232,102.70207695164754,-11.82925033569336,-21.05349466091002,112.20997599228303,-12.74705696105957,-24.75883424496056,"Your club speed is solid, but the face angle at impact suggests you were hitting the ball more towards the toe, causing a push to the right. Focus on squaring the clubface at impact. Additionally, your high backspin indicates you're making contact too steeply. Work on a smoother, more level swing to reduce spin and improve distance control.",face angle drill,1.1807561,72.0,100.527626,41 +4/16/24 19:13:18,Lauren,,Pitching Wedge,61.90811577101249,1.2414132356643677,-0.3284884989261627,-3.917819023132324,-3.5893304347991943,88.09203134566269,1.4229480294877657,20.536846160888672,-3.25928807258606,5088.57470703125,1789.3084716796875,5393.99853515625,Estimated,-19.37333106994629,17.208035668441994,110.42829882403294,-10.489819526672363,-20.104674265297263,120.12906034227944,-11.001365661621094,-22.9244984865386,"Your shot data indicates a few areas for improvement. Your club path is slightly negative, which means you are coming across the ball a bit. Additionally, with a closed club face at impact, it suggests that your ball is starting left and spinning sideways. Focusing on a more neutral grip and ensuring your club face is square to your target at impact will help. Try to improve your attack angle to create a better launch. Also, lowering your backspin can increase distance and control.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:13:52,Lauren,,Pitching Wedge,65.33707248546443,3.658418655395508,-0.5510265827178955,7.322935581207275,7.87396240234375,80.53997339022044,1.2326841458673894,23.20979690551757,5.946277618408203,6158.87939453125,2137.340576171875,6519.2041015625,Estimated,-19.13851356506348,16.89278186155275,96.3021047987595,-0.4809198677539825,-0.8083624844487289,103.7713185423172,-0.969951629638672,-1.7568643237506194,"Your shot with the pitching wedge shows some good distance, but your club face is very open, causing the ball to start right and spin a bit too much. Focus on closing the club face slightly at impact and aim to bring your club path more in line with your target. This will help straighten out your shots and improve distance control.",face angle drill,1.1807561,72.0,100.527626,41 +4/16/24 19:14:35,Herald,,Pitching Wedge,64.86628538255036,6.2394843101501465,0.2174957543611526,4.010677337646484,3.7931816577911377,84.14733871343742,1.2972430626661695,23.875816345214844,3.321676015853882,5437.1298828125,1706.7138671875,5698.7060546875,Estimated,-17.42706298828125,19.168173205535368,104.54327741279305,-2.8040733337402344,-5.114383959535076,112.28978259398536,-3.223550796508789,-6.314228553274177,"Great job with your swing! Your club speed and ball speed are solid, which is good for your full swings. However, your launch angle seems a bit high, which might lead to excess backspin, making the ball float. Focus on a more neutral club face angle at impact to improve accuracy and distance. Practicing your follow-through could help with this.",club face drill,1.1807561,72.0,100.527626,41 +4/16/24 19:15:14,Jason,,Pitching Wedge,62.68586466652732,3.590726613998413,4.629613876342773,-0.746221125125885,-5.375834941864014,89.70271356681951,1.4309878956606066,18.426130294799805,-0.0336732938885688,6332.91064453125,1393.953857421875,6484.50927734375,Measured,-12.413576126098633,16.696764457515314,111.53471118423568,-4.904206275939941,-9.535121101678785,120.45906668943373,-5.233940124511719,-10.98859622780526,"Your club speed is good, but your club face is slightly closed at impact, which causes the ball to curve left. Focus on keeping your club face square to your target. Your launch angle is solid, but reducing your backspin will help achieve more distance. Pay attention to your follow-through, as it can influence your direction. Overall, a bit of adjustment to your face angle and follow-through should help tighten your shot dispersion.",face angle drill,1.1807561,72.0,100.527626,41 +4/16/24 19:15:48,Jason,,Pitching Wedge,64.50140425803556,7.252927780151367,6.586523532867432,9.043557167053224,2.457033634185791,87.26099666478694,1.3528542156338557,22.350997924804688,8.252734184265137,5682.333984375,314.7972717285156,5691.046875,Estimated,-3.1709046363830566,19.72990029436528,110.94847266371198,7.727813720703125,14.918971238360086,118.8027689047467,7.59509801864624,15.702410912175424,"You're generating good club speed and ball speed, which is great! However, your club face is open relative to your swing path, causing the ball to veer to the right. Focus on closing the face a bit more at impact and try to align your swing path more towards your target. Additionally, working on controlling your spin will help with accuracy and distance.",face alignment drill,1.1807561,72.0,100.527626,41 +4/16/24 19:18:08,Lauren,,7 Iron,72.51963710292603,5.30142068862915,3.2348968982696533,3.662726402282715,0.4278295040130615,107.4298946879262,1.4813904065108956,11.558192253112791,3.413419485092163,4457.7900390625,552.5966796875,4491.90966796875,Measured,-7.066453456878662,14.494354644645114,142.01364918883155,0.8764801621437073,2.17287683340399,156.63325076227738,0.6142119765281677,1.6799946717397916,"You have a solid club speed and ball speed, which means you're generating good power. Your attack angle is slightly positive, which is great for getting the ball in the air. However, your backspin is a bit high; aim for less spin to enhance distance. Work on your club path—it's slightly to the right, which can affect your accuracy. Focus on keeping the clubface more aligned with your path to help improve your direction. Overall, you're doing well, but a few adjustments can yield better results!",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:18:49,Herald,,7 Iron,73.92326891236098,0.4608841836452484,2.94195294380188,5.703413486480713,2.761460542678833,95.61600642503436,1.2934493811196444,16.523033142089844,5.053030967712402,2601.91455078125,-49.59428024291992,2602.38720703125,Measured,1.0919647216796875,14.046033863221169,127.2353688959738,5.539304733276367,12.281897042951073,146.36213695138397,5.547152996063232,14.148087650246453,"Your shot with the 7 iron showed a decent club speed and ball speed, but the face is slightly open compared to your swing path, causing some fade (right curve) on the ball. To improve your accuracy and consistency, focus on squaring the club face at impact and keeping your swing path more neutral. Additionally, try to lower your backspin to get more distance without sacrificing control.",face alignment drill,1.1807561,72.0,100.527626,41 +4/16/24 19:21:41,Herald,,7 Iron,,,,,0.0,62.04819735520414,-27.738025665283203,21.06759262084961,-11.373320579528809,4319.63525390625,0.0,4319.63525390625,Estimated,-0.0,7.632898105741049,61.74673902760787,-11.75205135345459,-12.57635128034542,74.11462632805706,-11.681639671325684,-15.006245368397344,"It looks like your shot wasn't quite where you wanted it to be. Your ball speed is decent, but the carry distance could be better. The launch angle is a little high, and the spin rate is quite high as well, which might be causing the ball to balloon in the air. Focus on hitting the ball more consistently and lowering the spin rate to improve distance.",launch angle drill,1.1807561,72.0,100.527626,41 +4/16/24 19:23:15,Lauren,,7 Iron,89.84549165324097,,,,0.0,91.91470725198906,1.0230308228122813,5.709312438964844,-0.3802406787872314,1742.9669189453125,-311.0150756835937,1770.498291015625,Measured,10.117376327514648,1.7791916859228394,60.53794226494938,0.5753931999206543,0.608207629066996,113.57233684321454,1.0315449237823486,2.0448608700042143,"Your 7-iron shots are solid, but with a low launch angle of around 5.7 degrees, you're losing potential distance. Try to focus on a smoother swing to get the ball airborne more effectively. Your spin rate is decent, but working on your path and face angle will help control direction better.",launch angle drill,1.1807561,72.0,100.527626,41 +4/16/24 19:23:57,Jason,,7 Iron,75.25628820296151,,-2.3829493522644043,17.209381103515625,19.592330932617188,84.32411320771826,1.1204925890086603,4.619553565979004,13.838005065917969,4518.68798828125,-288.9774475097656,4527.9189453125,Estimated,3.659175395965576,1.66284621255474,59.46710704532779,14.543761253356934,14.933330586141553,99.9348612589356,14.765520095825195,25.46978466048108,"Your shot data shows that you're hitting the ball with a decent club speed and ball speed, but your launch angle is quite low, which can limit your distance and accuracy. The club face is significantly open at impact, causing the ball to start right and curve further. Focus on keeping the club face square at impact and work on increasing your launch angle for better flight and distance.",face alignment drill,1.1807561,72.0,100.527626,41 +4/16/24 19:24:34,Lauren,,7 Iron,68.33255366662206,0.0781244561076164,-0.8823695778846741,4.346738338470459,5.229107856750488,98.90192478940024,1.4473617548660442,16.776119232177734,3.460101366043091,2506.2783203125,-345.85565185546875,2530.029052734375,Measured,7.856951236724853,15.387253056767577,135.24353793874343,5.784181594848633,13.6300914920148,154.1415660061066,6.026427745819092,16.182910900197953,"Great job with a decent carry distance of around 135 yards! Your club speed and ball speed are solid, but consider working on your club path and face angle to improve accuracy. Right now, the ball is curving to the left more than desired due to a combination of face angle and path. Try to simplify your swing, focusing on a straighter path and a square face at impact for better consistency.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:25:10,Jason,,7 Iron,67.77408330844719,1.776463270187378,5.554759979248047,7.053760051727295,1.499000072479248,94.5676899837863,1.395337057579938,15.681394577026367,6.489169120788574,2143.313232421875,-343.9935913085937,2170.742431640625,Measured,9.117995262145996,11.810558335500332,121.2440916485939,8.764593124389648,18.47458375044266,142.92255168228075,9.049456596374512,22.4798780948538,"Your swing showed good club speed and ball speed, but there's some inconsistency in your path and face angle, which affects direction. Working on aligning your clubface with your swing path will help straighten out your shots. Focus on consistent follow-through to reduce deviation.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:25:52,Lauren,,7 Iron,70.19814494746242,1.9132022857666016,0.698431134223938,5.323687553405762,4.625256538391113,100.40063390214073,1.430246254759045,15.10423183441162,4.460390567779541,2826.1943359375,-415.8321533203125,2856.622314453125,Measured,8.370160102844238,14.264743792609352,134.58328327982963,7.087757110595703,16.60621546169989,152.10741128767222,7.34227180480957,19.438837733248192,"Your shot data shows a solid club speed and decent ball speed, but the ball is curving left due to your club face being open at impact. To help improve your accuracy, focus on getting your club face square at impact. Try to adjust your alignment to ensure you're aiming where you want the ball to go. Also, practice making a smoother, more controlled swing to reduce the amount of sidespin.",club face drill,1.1807561,72.0,100.527626,41 +4/16/24 19:26:25,Brian,,7 Iron,72.36996416270176,-0.8693388104438782,2.5513510704040527,1.8613282442092896,-0.6900228261947632,107.7312800115169,1.4886186729250828,14.50095558166504,1.848180174827576,2581.235595703125,844.9077758789062,2715.998046875,Measured,-18.124664306640625,15.430957913593716,148.41735093408352,-3.491661071777344,-9.039252189418336,168.18265523918308,-4.133891582489014,-12.123844094070025,"Nice job with your 7-iron! Your club speed is solid, and your launch angle is great for getting distance. However, the shot deviated a bit to the left, which suggests your club path is slightly open at impact. Focus on squaring the clubface at impact. Try to keep a more consistent arc in your swing to reduce that leftward flight.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:27:06,Jason,,7 Iron,71.58636573465992,2.993263959884644,5.729365825653076,6.436550617218018,0.7071847915649414,103.89657224397524,1.4513458139371882,15.400226593017578,6.004026889801025,4410.9609375,539.6675415039062,4443.8515625,Measured,-6.975297927856445,18.48207422369705,141.3593268345503,3.62811803817749,8.945319860932727,153.71033501788042,3.383387565612793,9.071533605203626,"Your 7-iron shot shows good potential with decent club speed and carry distance. However, the club path and face angle suggest that your shots are starting a bit too far right. Focusing on aligning your clubface more with your target and practicing your swing path will help straighten your shots and improve accuracy. Additionally, working on reducing backspin could help you achieve greater distance.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:27:46,Jason,,7 Iron,71.25888577873138,5.356181621551514,-2.74214243888855,3.201937437057495,5.944079875946045,104.59079356962776,1.4677579143518538,14.305222511291504,2.2870280742645264,2224.07666015625,-131.4239044189453,2227.956298828125,Measured,3.381758213043213,13.570591144038872,142.41642847692128,3.230163812637329,8.024919355454415,164.63435276985183,3.3355414867401123,9.578984487039406,"Your club speed and ball speed are solid, giving you a good smash factor, which means you're making decent contact. However, the club path is a bit too much to the left (-2.74 degrees), causing the ball to start left and curve slightly. For better accuracy, aim to straighten out your swing path. Additionally, your attack angle is positive, which helps with launch, but ensure you're consistently striking the ball first to maximize distance.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:28:26,Lauren,,7 Iron,71.04372026061537,-1.2656214237213137,1.751871943473816,3.3552803993225098,1.6034084558486938,107.59136909202334,1.5144388370617037,15.70225715637207,2.9753098487854004,2486.32958984375,928.843994140625,2654.163818359375,Measured,-20.484703063964844,16.87687894646183,150.68435903885438,-3.0616455078125,-8.048081208703309,168.7376719820204,-3.72982668876648,-10.976731618540157,"Your club speed is good for a 7 iron, but your launch angle could be a bit higher for better distance. The ball is curving left, indicating your club face is slightly closed at impact. Focus on keeping your club face square to your target and consider making a more upward attack angle to increase your launch angle.",club face alignment drill,1.1807561,72.0,100.527626,41 +4/16/24 19:29:00,Herald,,7 Iron,74.56136715204684,8.35486888885498,-1.7553778886795044,3.3005850315093994,5.055963039398193,111.53455987490544,1.4958760030172489,15.98447608947754,2.491530418395996,2500.849365234375,143.71115112304688,2504.97509765625,Measured,-3.288881301879883,19.571417649719702,164.7601576773759,1.5609740018844604,4.488195726845845,183.65288755424444,1.442115068435669,4.622018840772,"Your 7-iron shot shows good potential, with a solid club speed and decent carry distance. However, to improve accuracy, work on correcting your club path, which is a bit too inside-out. This will help you hit straighter shots. Additionally, the attack angle is slightly high, so focus on keeping your hands ahead at impact for better control.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:29:44,Jason,,7 Iron,75.43747437968796,4.64340877532959,1.7869501113891602,5.256977558135986,3.470027446746826,110.46435568612742,1.4643167284490994,16.763893127441406,4.5417962074279785,2847.122314453125,551.8009643554688,2900.101806640625,Measured,-10.968513488769531,21.0764041200448,161.68455392344913,0.9889314770698548,2.790829665169383,177.93848456414526,0.6299394965171814,1.957044275138017,"Great job with your 7-iron shot! Your club speed and ball speed are solid, and your launch angle is good for height. However, the face angle is a bit closed compared to your club path, which can lead to a hook. Work on keeping the clubface more aligned with your path at impact. This will help improve accuracy and distance. Your carry distance is impressive, so you're on the right track!",face alignment drill,1.1807561,72.0,100.527626,41 +4/16/24 19:30:59,Herald,,7 Iron,74.54135671619588,3.378999948501587,4.37150239944458,9.85336685180664,5.4818644523620605,101.1339886430651,1.3567500391509688,15.40544319152832,8.640771865844727,4643.6064453125,129.51882934570312,4645.412109375,Measured,-1.5976718664169312,17.494308999096233,135.2427119216427,8.547551155090332,20.101121974583748,147.25161552755526,8.443292617797852,21.621001783543303,"You're hitting the ball pretty well with a decent speed and good carry distance. However, your club face is open at impact, which is causing the ball to spin right and veer off target. Focus on keeping the club face more square to your swing path to improve accuracy.",club face alignment drill,1.1807561,72.0,100.527626,41 +4/16/24 19:31:45,Brian,,7 Iron,72.89625995866936,1.8830320835113523,1.7011650800704956,1.5288386344909668,-0.1723264455795288,105.85868721143744,1.4521826945779803,12.9044771194458,1.468684434890747,2944.2587890625,-376.8838806152344,2968.282470703125,Measured,7.294554710388184,13.474437330168712,141.9483521198381,3.7414631843566895,9.262852515505188,161.8701824937234,4.003941535949707,11.302624567404903,"Your 7 iron shot has solid distance and speed, but the ball is spinning a bit too much and drifting to the left. Focus on keeping your club face more square at impact to reduce sidespin. This can help straighten out your shots and improve accuracy. Also, consider making sure your attack angle is slightly more downward for better contact.",club face control drill,1.1807561,72.0,100.527626,41 +4/16/24 19:32:22,Jason,,7 Iron,75.2323439458196,4.128006458282471,3.5857722759246826,6.406345367431641,2.820573091506958,104.17694874323116,1.3847361823294608,16.90890121459961,5.710994720458984,2436.866943359375,1107.216064453125,2676.611328125,Measured,-24.43517303466797,17.018097625111864,144.00563531709304,-1.2406468391418457,-3.1181329443680568,162.6245613840856,-2.086003303527832,-5.9197511542271855,"Your 7 iron is showing decent club speed and ball speed, which is great! However, your club face is open relative to your swing path, causing the ball to fade left. To improve accuracy, focus on bringing the face more in line with your swing path. A launch angle of around 17 degrees is good, but the backspin is a bit high. Try to make more solid contact to lower it slightly for better distance.",face alignment drill,1.1807561,72.0,100.527626,41 +4/16/24 19:32:53,Lauren,,7 Iron,73.21764718487611,-1.264788269996643,3.422514200210572,12.294219017028809,8.871705055236816,99.75823491206302,1.3624889455976557,18.10674285888672,10.526999473571776,1986.88916015625,681.3255615234375,2100.460205078125,Measured,-18.927392959594727,16.333695524363065,138.52485332518154,6.103806495666504,14.729411786201126,158.4315984574696,5.461061000823975,15.077875235163106,"Your club speed is decent, but we need to improve your club face angle, which is too open at impact. This can cause your shots to go off to the right. Focus on closing the club face a bit more during your swing. Your attack angle is slightly down, which is good, so keep that in mind as you adjust. Practice aiming for a more neutral path to help straighten out your shots.",face angle drill,1.1807561,72.0,100.527626,41 +4/16/24 19:33:39,Jason,,8 Iron,69.97457845958297,-0.5763123631477356,5.338718891143799,4.781692981719971,-0.5570259094238281,103.10726508178232,1.4734960517316535,15.59692096710205,4.595808982849121,4960.35302734375,-1000.8339233398438,5060.31298828125,Measured,11.40722942352295,18.628162440028063,137.54437102660904,9.580474853515623,22.89188332647018,148.75241350712713,9.878841400146484,25.5207828728444,"Your 8-iron is performing well with solid ball speed and carry distance. However, your attack angle is slightly negative, which means you're hitting down on the ball rather than striking it at a more level angle. This can contribute to high backspin, making it difficult to control distance. Focus on leveling out your swing to lower the backspin and improve your carry accuracy.",level swing drill,1.1807561,72.0,100.527626,41 +4/16/24 19:34:15,Herald,,8 Iron,67.92418717703413,-1.443292260169983,6.21034574508667,3.584466457366944,-2.6258792877197266,106.07775241790478,1.5617080870092586,16.762653350830078,3.721444129943848,6081.95703125,747.5087890625,6127.72119140625,Measured,-7.0068535804748535,23.12009140956593,141.95290772930275,0.776068925857544,1.922718675618583,150.51515068730987,0.5881738662719727,1.5450283532750717,"Your 8-iron shot shows solid ball speed and decent distance. However, your attack angle is slightly negative, which suggests you're striking down on the ball rather than getting under it. This can lead to higher spin, making distance control a bit tricky. Focus on improving your attack angle by ensuring you’re making a slightly upward movement with your club on the downswing. Also, your club path is somewhat out to in, which can cause hooks or slices. Aim for a straighter swing path for more consistent results.",downswing angle drill,1.1807561,72.0,100.527626,41 +4/16/24 19:35:02,Herald,,8 Iron,92.14710990461208,,,,0.0,104.3675470780572,1.1326187786691884,19.03961181640625,8.077310562133789,3196.93359375,536.3910522460938,3241.619873046875,Measured,-9.524542808532717,22.360228683451624,156.49594836419965,5.003589153289795,13.64927240173654,165.3052622150044,4.806726932525635,13.851806162901994,"Your 8 iron shot shows good ball speed and a reasonable carry distance, but your backspin and deviation angles suggest some inconsistencies in direction. Focusing on your alignment and ensuring you are set up correctly can help straighten out your shots. Additionally, working on your swing path will improve your accuracy.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:35:29,Brian,,8 Iron,72.5109844027329,-0.7582629919052124,6.182328701019287,6.369043350219727,0.1867146492004394,109.86379514678627,1.515133135368737,18.538793563842773,6.005253314971924,3481.55224609375,413.8565673828125,3506.06396484375,Measured,-6.7790117263793945,25.04068963566692,160.71289081755822,3.764159917831421,10.550756059822334,174.00140337940138,3.5326907634735107,10.721624789175394,"Great job with a solid club speed and decent ball speed! Your attack angle is slightly negative, which could mean you're hitting down on the ball. Try to hit more level or slightly upward to optimize your launch. The face is pointing right (6.37 degrees), so focusing on aligning your club face more towards your target could help straighten your shots. Your backspin is on the higher side, which might reduce distance; lowering it could improve overall carry. Aim for a more neutral club path and face alignment during your swing.",swing path drill,1.1807561,72.0,100.527626,41 +4/16/24 19:36:02,Brian,,8 Iron,68.70709014643126,4.51422929763794,4.6442484855651855,5.637129783630371,0.9928812980651855,98.88318580555006,1.4391991509872757,17.25286865234375,5.211587429046631,2864.95361328125,935.6414184570312,3013.865234375,Measured,-18.086090087890625,16.378691554384545,134.22794574158615,-0.0839293748140335,-0.1932297103952063,150.05875538013606,-0.6792617440223694,-1.779250221541247,"Your 8-iron shot showed good speed and decent distance, but the ball is spinning a bit too much and drifting slightly to the left. This suggests that your face angle might be open at impact, which can cause that leftward spin. Focus on aligning your clubface better at address and through impact to straighten out your shots. Also, try to reduce backspin slightly for more distance.",swing path drill,1.1807561,72.0,100.527626,41 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_2.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_2.csv new file mode 100644 index 0000000000..7a731bdd77 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_2.csv @@ -0,0 +1,85 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +8/23/24 20:12:51,Lauren,,7 Iron,78.72093517240137,2.9638469219207764,1.5609185695648191,6.796789646148682,5.235871315002441,98.43362939107828,1.250412348068598,15.574910163879396,5.778350353240967,3262.99072265625,-584.6589965820312,3314.956298828125,Measured,10.158397674560549,14.64244011192045,131.10854639410627,9.200733184814451,20.96349217135821,146.9942152491949,9.502846717834473,24.26828855401596,"Your shot data shows that you have good club speed and ball speed, but the ball is going a bit offline. The club face is significantly open at impact, leading to a higher launch angle and backspin. This can cause the ball to deviate to the right. Focus on squaring the club face at impact and controlling your swing path for more consistent results.",face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 20:13:38,Lauren,,7 Iron,78.81015867656242,0.4981519281864166,0.7352385520935059,3.024375438690185,2.28913688659668,110.06599868108242,1.3965965876657378,19.12509155273437,2.57628870010376,3350.046875,-14.15379238128662,3350.076904296875,Measured,0.2420705556869506,25.836890856508266,169.45383715196476,2.857252359390259,8.446931179334683,176.82015753303494,2.8502559661865234,8.79243994844012,"Great job with your 7 iron! Your club speed is solid, and you're generating good ball speed, which indicates you're making solid contact. However, your backspin is quite high, which can lead to a less controlled shot. Focus on lowering your attack angle slightly and aim to keep the clubface more consistent with your swing path to improve accuracy. A little practice can help you achieve a more controlled trajectory.",attack angle drill,1.1702211,75.0,100.462364,61 +8/23/24 20:14:37,Jason,,7 Iron,79.5651451679696,0.9149054884910583,1.1660600900650024,14.266915321350098,13.100854873657228,93.48761284222384,1.1749819929928182,15.135597229003906,11.865073204040527,3725.224365234375,-1255.8128662109375,3931.20361328125,Measured,18.629512786865234,12.281074154702992,116.11128813348296,18.09619331359864,36.06570466541734,131.68720057579594,18.72066879272461,42.26564301041071,"Your shot data indicates a few areas for improvement. Your club speed is decent for a 7 iron, but a club face angle of 14 degrees open suggests you'll often slice the ball. Try to work on ensuring your club face is more square at impact. Additionally, reducing your backspin could help with distance; aim for a lower spin rate by maintaining a more neutral attack angle. Focus on a steady swing path to improve accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:15:30,Brian,,7 Iron,75.5389174762322,,-5.789125442504883,20.578149795532227,26.36727523803711,72.92270445363829,0.9653660244281752,2.247465372085572,16.178983688354492,3115.026611328125,-1798.4613037109375,3596.9228515625,Estimated,30.0,0.1783266755767343,16.42696662198773,17.4307861328125,4.920753870072872,33.21619180429025,18.07197952270508,10.304043942129056,"Your club speed is decent, but the ball is not carrying as far as it should with a 7-iron—just 16 yards. The club path is quite off to the left, which likely caused the ball to slice. Focus on keeping your club on a straighter path during your swing, and make sure your clubface is square at impact. Working on this will help increase your distance and accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:16:46,Brian,,7 Iron,,,,,0.0,38.688407071595066,-17.295265197753906,,-2.6460773944854736,2139.504638671875,0.0,2139.504638671875,Estimated,-0.0,,,,,,,,"It looks like we're missing quite a bit of data, which makes it tricky to analyze your shot. However, the ball speed indicates some solid contact. Let's focus on your swing path and face alignment to improve your overall consistency. Make sure your club is coming through straight, and aim to hit the center of the clubface for maximum distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:17:18,Lauren,,7 Iron,76.1908566229331,-2.7181856632232666,1.2017885446548462,11.067556381225586,9.865767478942873,95.87052722252974,1.258294386910373,21.470069885253903,9.241518020629885,3234.48046875,-307.6826171875,3249.081787109375,Measured,5.433957099914551,21.248000829115423,134.17144283445305,11.694738388061523,27.19621254856156,147.63789116084445,11.77777862548828,30.135316976591863,"Your swing shows potential, but there are a few areas to focus on for improvement. The club face is open at impact, causing the ball to slice to the right. Additionally, your attack angle is slightly down, and the spin rate is high, which can lead to less control in your shots. Work on getting a more neutral club path and aim for a slightly more upward attack angle to help achieve straighter shots and better distance.",club face control drill,1.1702211,75.0,100.462364,61 +8/23/24 20:17:23,Herald,,7 Iron,,,,,0.0,76.51835364533144,-34.206764221191406,10.117616653442385,11.576716423034668,3850.776611328125,0.0,3850.776611328125,Estimated,-0.0,3.927331158397635,67.51801621535515,11.738059997558594,13.735696526802712,94.08303906025958,11.687895774841309,19.05937882694184,"It looks like your shot was not optimal, as indicated by the low ball speed and high backspin. This might suggest you’re making contact too close to the ground, which affects distance and trajectory. Focus on making clean, consistent contact with the ball and try to hit it on the upswing to reduce backspin. Also, keep your eyes on the ball and follow through your swing.",clean contact drill,1.1702211,75.0,100.462364,61 +8/23/24 20:22:12,Lauren,,7 Iron,75.58570520321337,-0.438535988330841,0.4513809382915497,16.139629364013672,15.68824863433838,87.46942946056333,1.1572218480385992,5.714025974273682,13.31393814086914,5039.712890625,-2723.230224609375,5728.41064453125,Estimated,28.3847599029541,2.433610122054347,67.27085771468319,19.15766334533692,22.07620395490494,102.4791190833057,21.201698303222656,37.061797852833024,"You're generating good club speed, but your launch angle is low, which is likely causing shorter carry distance. The high backspin and sidespin indicate you may be hitting down too much. Focus on hitting the ball more cleanly and trying to level out your attack angle. This should help increase your launch angle and smooth out your ball flight.",launch angle drill,1.1702211,75.0,100.462364,61 +8/23/24 20:22:54,Jason,,7 Iron,68.37588116684947,-6.900287628173828,2.3457069396972656,4.601691246032715,2.255984306335449,90.39148215536808,1.321979046014728,17.29414939880371,4.073444843292236,2114.849853515625,30.74323081970215,2115.0732421875,Measured,-0.8328409194946289,12.306706758597898,116.04670027109114,4.011075496673584,8.117424927129662,136.71363144426778,3.962348699569702,9.447113777169534,"Your 7 iron shots show good distance but need some adjustments for consistency. The attack angle is negative, which means you're hitting down too much. This can cause unwanted spin and reduce carry distance. Focus on a smoother swing with a more level attack angle. Also, your club face is slightly closed relative to your path, which could lead to pushes or pulls. Try to keep your club face square to your target line at impact.",attack angle drill,1.1702211,75.0,100.462364,61 +8/23/24 20:23:31,Jason,,7 Iron,72.60886914032199,0.0635347738862037,-0.9040579795837402,27.842586517333984,28.746644973754883,74.1348163388775,1.021015989046827,15.16066074371338,22.75741004943848,6168.75048828125,-180.2510986328125,6171.38330078125,Estimated,1.6737085580825806,7.673778130095798,77.60027665183861,24.06400489807129,31.64204726079629,90.8152570045022,23.99424362182617,36.92955168064464,"Your shot data shows that your club face is open (27.8 degrees), which is causing a significant amount of sidespin and making the ball curve to the left (for a right-handed golfer). Additionally, your attack angle is nearly level, which might not be maximizing your distance. Focus on closing the club face during impact and work on a more downward angle of attack to help with accuracy and distance.",club face drill,1.1702211,75.0,100.462364,61 +8/23/24 20:24:32,Lauren,,7 Iron,73.46591312118653,1.3313140869140625,-1.352965235710144,12.229029655456545,13.581995010375977,82.3301266078879,1.1206575010111055,19.436906814575195,9.875909805297852,1770.4444580078125,-1022.1663818359376,2044.3331298828125,Estimated,29.99999618530273,10.858403625908975,97.3490522713164,15.698440551757812,26.340150118738165,117.61976223156672,16.654850006103516,33.71046291579523,"Your shot data shows that your club speed is decent for a 7 iron, but the club path and face angle are causing your shots to go left, resulting in a significant deviation from your target. To improve, focus on aligning your clubface better at impact and working on your swing path to be more neutral. Additionally, your backspin is good, but try to lower it a bit to maximize distance. Practicing your setup and swing path will help. Keep working on consistency!",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:29:29,Jason,,7 Iron,75.1921950755941,3.891012668609619,-4.506737232208252,25.70582771301269,30.21256446838379,76.31385467084601,1.0149172343502442,16.916624069213867,20.55143547058105,3193.03955078125,1843.5020751953125,3687.00439453125,Estimated,-30.0,8.181777082621522,80.52061422164843,14.34849452972412,19.954549829042207,96.87577784702351,13.157076835632324,22.050997917921904,"Your 7 iron shot had good speed, but the club path and face angle show you're cutting across the ball a bit. This can lead to slices and inconsistent distance. Focus on aligning your body to the target and swinging more from inside to out. Improving this will give you straighter shots with better accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:30:25,Lauren,,7 Iron,68.23127696815845,-0.8604903817176819,-0.2539789378643036,0.1588837206363678,0.4128626585006714,85.70812711010785,1.2561413316374737,18.135475158691406,0.0987310707569122,2454.289306640625,-300.17266845703125,2472.577392578125,Estimated,6.972949504852295,12.029806427545054,107.22079098580798,1.713835835456848,3.206667219811834,124.74407628933568,1.935630202293396,4.213490807405435,"Your club speed is decent, but your attack angle is slightly downward, which can lead to less distance. Try to level out your swing and focus on making contact with a more neutral angle. Your club path is close to straight, but it can improve. Work on keeping the face more square to the path to reduce sidespin, which is causing your ball to veer a bit left. Focus on making consistent contact for better distance and accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:31:32,Brian,,7 Iron,78.11834372315298,1.76077139377594,-6.71577262878418,21.119762420654297,27.83553504943848,80.46988993195009,1.0301023562036962,5.766119003295898,16.50792694091797,5108.458984375,-847.6710815429688,5178.310546875,Estimated,9.421517372131348,2.0550248174828454,59.13646241223205,18.373613357543945,18.640529751619624,94.2323312217086,18.98686790466309,30.6586342702376,"Your 7 iron shot shows a couple of key areas to work on. The club path is significantly outside-in, which can lead to hooks and pulls. The face angle is very open at impact, contributing to the rightward launch. Additionally, your launch angle is quite low, which can limit your distance. Focus on creating a more neutral swing path and bring your clubface closer to square at impact. This will help you achieve a higher launch and straighter shots.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:32:12,Jason,,7 Iron,70.34175929090452,0.0112661132588982,-4.700859069824219,24.348264694213867,29.04912376403809,75.73841597506362,1.0767205247432148,9.111833572387695,19.412012100219727,4283.09912109375,-865.4130859375,4369.654296875,Estimated,11.422991752624512,3.233924219709764,62.21952117908313,21.802568435668945,23.108917233786546,88.38365456290103,22.38271141052246,33.65574345467508,"It looks like your 7-iron shot has some room for improvement. Your club speed is decent, but the club path and face angle show that you are cutting across the ball, which is causing significant sidespin to the left. This leads to a pull to the left and inconsistent distances. Focus on smoothing out your swing path and ensuring the club face is square at impact to enhance your accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:33:25,Brian,,7 Iron,73.53203715846121,6.396341800689697,-8.601393699645996,9.507089614868164,18.108482360839844,80.12838133783862,1.0897070778164668,,6.733072757720947,1093.351318359375,-631.24658203125,1262.4932861328125,Estimated,30.0,,,,,,,,"Your club speed is solid for a 7 iron, but your club path is significantly left (-8.6 degrees), causing a slice. Try to work on aligning your path more towards your target. Your attack angle is good, but focus on keeping the club face square to the path to improve your accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:34:51,Herald,,9 Iron,75.6659090780804,,-12.745339393615724,6.864316940307617,19.609657287597656,71.51885504671327,0.945192569786114,0.5554428696632385,4.04371976852417,3048.163818359375,-1737.4019775390625,3508.542236328125,Estimated,29.68241310119629,0.0110753072947336,22.959303843465023,5.713573455810547,2.285715775528644,22.959303843465023,5.713573455810547,2.285715775528644,"Your shot with the 9 iron shows a significant path issue. The club path is well off to the left with a -12.7 degree angle, while the face is open at 6.9 degrees, causing a slice. Additionally, the ball speed is relatively low, resulting in a poor carry distance of just under 23 yards. Focus on aligning your club path better with your intended target line, and work on consistent contact to increase your ball speed. Try to improve your launch angle to achieve more distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:35:32,Lauren,,9 Iron,72.67579530167768,-2.665708303451538,3.7079267501831055,22.97559356689453,19.26766586303711,71.23624710652985,0.9801921920610258,19.63134765625,19.33663749694824,1771.140625,-1022.5684204101562,2045.136962890625,Estimated,30.0,7.863859579172583,74.04905392003002,24.376020431518555,30.56176499206049,92.26161294788926,25.276376724243164,39.39434081939908,"Your shot shows that while you have decent club speed, your club face angle is too open (22.98 degrees) at impact. This can lead to shots that stray off-line. Try to improve your aim and ensure your face is more square to your target. Additionally, your attack angle is slightly descending, which is normal with an iron, but work on striking the ball cleanly to get more consistent distance and accuracy.",face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 20:36:27,Jason,,9 Iron,70.79714817143349,-3.9470231533050537,1.5071953535079956,26.080455780029297,24.573261260986328,72.76142631394396,1.0277451591376818,10.677984237670898,21.61166954040528,3002.98828125,-516.1314697265625,3047.02001953125,Estimated,9.75229263305664,3.379586129866624,59.0934427741372,23.376123428344727,23.446234666643026,86.8538041434831,23.79261016845703,35.03919903020187,"Your 9-iron shot shows that you're making solid contact with a compression (smash factor) near the ideal range, but your launch direction and spin rate need adjustment. The ball is launching too high with excessive backspin, which could lead to a loss of distance and control. Focus on flattening your attack angle and keeping your clubface more square at impact. This will help lower your spin and enhance your distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:37:39,Jason,,9 Iron,70.80961522762891,-1.5039092302322388,-3.5759196281433105,1.831488251686096,5.407407760620117,88.98327653202432,1.2566552755014029,22.32582092285156,1.056981921195984,4527.30126953125,-499.971923828125,4554.82470703125,Estimated,6.301916122436523,19.86807251348091,116.80646913162582,3.3975930213928223,6.922419625495877,126.83594373792948,3.549940824508667,7.853566696890823,"Your 9 iron swing shows that you're generating solid speed and distance, but there are a few areas to improve. The negative attack angle suggests you're hitting down on the ball a bit too much, which may lead to excessive spin. Your club path being slightly left (negative) while the face is open (positive) could cause a fade or slice. Focus on improving your swing path and angle of approach for better contact and distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:38:10,Herald,,9 Iron,73.21586373878108,0.1246029064059257,-0.577222466468811,-1.3152097463607788,-0.7379872798919678,93.6126503332789,1.2785842514577073,20.463520050048828,-1.15256929397583,5397.6875,1857.875732421875,5708.47900390625,Measured,-18.993385314941406,20.03982149338072,120.6950906464599,-8.779372215270996,-18.42171031238854,129.65415555710297,-9.249134063720703,-20.83903058457372,"Your shot shows a good ball speed for a 9-iron, but you need to work on straightening out your shot. The club path and face angle indicate you're cutting across the ball, causing it to go left and lose distance. Try focusing on a more inside-to-out swing path to improve your accuracy and distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:39:02,Jason,,9 Iron,72.90881234721382,-3.448471069335937,-4.327438354492188,4.279937744140625,8.607376098632812,91.95413933048258,1.2612211935721729,22.18585586547852,2.974158525466919,4930.89892578125,333.62799072265625,4942.1728515625,Measured,-3.870772123336792,21.636051564810487,125.73521337414697,1.6781809329986572,3.682261166872422,131.18988821951098,1.612040877342224,3.690805020520429,"Your swing speed is solid for a 9 iron, and your ball speed indicates good power. However, your attack angle is too negative, which may cause lower launches. Also, the club path and face angle suggest an open face at impact, leading to a slight slice. Work on aligning your club face better at impact and trying a more neutral swing path. This will help improve your accuracy and carry distance.",club face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 20:39:41,Brian,,9 Iron,73.27879634620149,1.006879806518555,2.8987064361572266,6.249855995178223,3.351149559020996,91.64292372028194,1.250606291174874,23.89659118652344,5.4964799880981445,3618.006103515625,691.3051147460938,3683.459228515625,Measured,-10.817319869995115,22.45360616206653,124.97153136189264,2.1642842292785645,4.719472171444579,136.4262108676403,1.8358968496322632,4.370801175256531,"You had a solid shot with good distance, but your club face was open at impact, causing the ball to start right. Focus on aligning the club face more square to your target for better accuracy. Your backspin is a bit high, which can affect distance; consider swinging smoothly through the ball to reduce spin.",face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 20:40:19,Lauren,,9 Iron,75.56917632720342,7.50357723236084,-1.610722303390503,23.08631706237793,24.69703865051269,82.63611987832701,1.093516217783356,13.185338020324709,18.7620792388916,5893.07666015625,256.70770263671875,5898.6650390625,Estimated,-2.494278907775879,8.554033891593122,91.56889331383444,18.658899307250977,29.29596679174597,105.86633153077946,18.4461727142334,33.49755075037547,"Your shot data shows that you're hitting the ball pretty well overall, but there's room for improvement. The club path suggests that your swing is coming from slightly out-to-in (negative value), which can lead to pulls or slices. Also, the face angle is open at impact, causing the ball to start too far right. To correct this, focus on aligning your club face more at the target and making a more neutral swing path. Additionally, your backspin is high, which can affect distance; working on a more consistent strike can help with that.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:43:59,Jason,,Pitching Wedge,67.8711531221029,5.699554920196533,-5.394635200500488,,43.49351119995117,63.6621094057723,0.9379847914362328,21.9898681640625,30.620269775390625,1695.285400390625,-707.035400390625,1836.8155517578125,Estimated,22.639057159423828,7.417495895083903,63.67360747442808,34.55768585205078,36.117943989333526,80.2271445298893,35.14665985107422,46.18446003926056,"Your club speed is solid for a pitching wedge, but your club path is quite off to the left, which can lead to pulls. Focus on practicing a more neutral swing path to improve accuracy. Also, your launch angle is good, but try to reduce the spin a bit for better distance. A slight adjustment in your setup and swing can help with that.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:44:11,Herald,,Pitching Wedge,,,,,0.0,105.59154575951834,-47.203643798828125,18.339508056640625,-5.086055755615234,4816.55126953125,-178.1757354736328,4819.845703125,Measured,2.118541955947876,24.059619112795417,146.85455995392113,-4.605173110961914,-11.790934171652566,157.509412941552,-4.510366916656494,-12.386475814068376,"Your ball speed is excellent, but the high spin rate and deviation angles suggest issues with club face alignment and swing path. Focus on making contact with the ball while keeping the club face square to your target. This will help reduce sidespin, leading to straighter shots. Experiment with a more consistent setup and takeaway.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:44:34,Herald,,Pitching Wedge,70.66286065374197,4.530824661254883,-4.122888088226318,16.710477828979492,20.83336639404297,83.7720897085137,1.1855179500729358,11.308180809020996,13.210481643676758,2586.33349609375,-1493.219970703125,2986.4404296875,Estimated,29.99999618530273,4.947257859432,78.18712425567901,18.687389373779297,25.05152798126141,109.09847804070614,20.221195220947266,37.70939943161284,"Your club speed and ball speed are solid, but the ball is launching too high and with too much spin, causing it to deviate significantly from your target. Work on getting the clubface more square at impact to improve your accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:45:09,Brian,,Pitching Wedge,59.90848443629284,-3.929275751113892,-5.379068374633789,16.211181640625,21.59025001525879,64.83120525385812,1.0821706785588965,27.747812271118164,12.643166542053224,6149.421875,-89.04305267333984,6150.06689453125,Estimated,0.8295794725418091,13.185799629858709,70.82277296587927,13.742364883422852,16.82439348613684,77.68943643707553,13.667612075805664,18.3571307936038,"Your pitching wedge shot shows some room for improvement. The club speed and ball speed are decent, but the attack angle is a bit too steep, which may contribute to the high backspin and deviation in your shot direction. Working on your club path and ensuring the clubface is square at impact will help improve accuracy and distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:45:42,Jason,,Pitching Wedge,67.84331344322709,-1.5859904289245603,-3.177281618118286,-2.231439113616944,0.9458425045013428,83.04472529849227,1.2240664714583271,24.639812469482425,-2.230518579483032,6877.62255859375,-264.86212158203125,6882.720703125,Estimated,2.205411195755005,20.16765598332654,104.5588966452433,-1.55620276927948,-2.8398066387180165,108.0288443005038,-1.5245692729949951,-2.874065489380825,"Your club speed and ball speed are good, but the negative attack angle and club path suggest you're hitting slightly down and across the ball. This can cause your shots to go a bit left. Focus on getting a more neutral attack angle and an inside-out club path for straighter, higher shots.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:46:07,Jason,,Pitching Wedge,64.60034285013535,-3.403191566467285,2.353264570236206,2.646159410476685,0.2928948402404785,82.9214285873577,1.2836066331679532,22.79899406433105,2.4680721759796143,7127.03125,-328.7160339355469,7134.607421875,Estimated,2.64074969291687,18.34650103818626,100.98735723019944,3.709243059158325,6.533223729729343,107.63958999948773,3.746379375457764,7.033189353065154,"Your pitching wedge swing is pretty solid, but there are a few areas to improve. Your club speed is good, so focus on improving your attack angle, which is a bit too negative. This can help you get more lift and distance. Additionally, your backspin is high, which may cause the ball to balloon instead of smoothly land. Try to aim for a flatter swing path and use a less steep angle of attack. Overall, aligning the club face better with your swing path can help improve your accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:46:36,Lauren,,Pitching Wedge,70.33261166308694,-1.7874735593795776,-0.7926057577133179,-0.5303695201873779,0.2622362375259399,83.25811590374815,1.1837768274918898,27.742061614990234,-0.5348339080810547,2282.04541015625,1016.0748291015624,2498.027099609375,Estimated,-24.00089836120605,20.4870096301438,111.39823480325867,-6.826650619506836,-13.24141289988711,124.6164441318615,-7.459194183349609,-16.177729520202433,"Your club speed is good for a pitching wedge, but your attack angle is slightly downward, which can lead to a higher launch and less distance. Aim for a more neutral attack angle and try to adjust your club path to keep the ball straighter. Focus on striking the ball with a better face angle to improve accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:47:14,Brian,,Pitching Wedge,65.74562670622026,4.349278450012207,-14.142535209655762,5.587825298309326,19.73036003112793,78.5353031802897,1.1945327334275664,26.839136123657227,2.820353507995605,2903.5166015625,653.8944702148438,2976.237060546875,Estimated,-12.691713333129885,18.01195994058503,100.65092630559502,-0.4068635404109955,-0.7146470897471531,113.00259363388432,-0.7745546698570251,-1.527690337766714,"Your pitching wedge shot has some good points! Your club speed is decent at around 66 mph, but your club path is significantly outside-in (about -14 degrees). This means you might be pulling or slicing the ball to the left. The launch angle is good, helping the ball get up in the air, but your spin rate is a bit high, which can make it tough to control distance. Focus on improving your swing path to be more in to out, which will help with accuracy and consistency.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:47:40,Herald,,Pitching Wedge,72.556884673284,2.1354541778564453,0.165882334113121,-3.676891803741455,-3.842774152755737,93.77782816132458,1.292473189602837,24.16666984558105,-2.999525785446167,5256.646484375,179.0825958251953,5259.6962890625,Measured,-1.9511890411376955,25.261029697287995,124.47987597120664,-4.118133068084717,-8.939229027765691,132.58281170316968,-4.133133411407471,-9.555838278053784,"Your shot data shows that your club speed is solid at about 72.6 mph, but the club face is slightly closed at impact, which is causing the ball to spin and veer to the left. The launch angle is good, but the backspin is quite high, which might be affecting your distance. Work on getting the club face more square at impact to improve accuracy. Also, focus on reducing backspin for better carry distances.",club face awareness drill,1.1702211,75.0,100.462364,61 +8/23/24 20:48:12,Lauren,,Pitching Wedge,68.05441287491112,-1.0249748229980469,3.1670312881469727,8.284887313842773,5.117856025695801,84.9203047307883,1.2478295108779778,23.93158912658692,7.201675891876221,6479.72265625,-1038.5845947265625,6562.42822265625,Estimated,9.106045722961426,20.12950901176532,108.368879663366,11.518594741821287,21.639766555862025,112.0760694422861,11.589763641357422,22.516398063034785,"Your shot with the pitching wedge had decent speed and carry distance, but the club face was open at impact (8.3 degrees), causing the ball to launch right. Additionally, the attack angle is slightly descending, which is okay for a wedge but could be improved for more consistent ball striking. Focus on keeping the club face square through impact to reduce that rightward drift.",square the face drill,1.1702211,75.0,100.462364,61 +8/23/24 20:49:17,Lauren,,Pitching Wedge,72.42903121471045,0.1726863086223602,-0.4359702467918396,11.716196060180664,12.152166366577148,85.81523627462866,1.1848182259988511,23.833784103393555,9.569397926330566,5819.78662109375,-3360.054931640625,6720.1103515625,Estimated,30.0,18.71160476851469,103.65511712654006,21.64318084716797,38.23062873758727,110.983182069157,22.31403923034668,42.138444720504594,"Your shot with the pitching wedge shows you have a good club speed and decent ball speed, but your launch angle and sidespin could use some attention. The face angle was too open (11.72°), which caused the ball to drift right and resulted in a high carry deviation. To improve accuracy, focus on aligning your club face properly at impact. Remember to keep your swing smooth to reduce sidespin.",club face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 20:49:56,Herald,,Pitching Wedge,70.18335685137299,0.1058730855584144,-1.7073230743408203,3.3602449893951416,5.067567825317383,86.72653456301578,1.2357136856060646,28.23092269897461,2.546549320220948,5425.06689453125,1013.6644287109376,5518.955078125,Estimated,-10.583579063415527,25.427976931314333,113.12352587487476,-1.447262406349182,-2.857420253997674,116.9664160793136,-1.569351077079773,-3.203496649122144,"Your pitching wedge shot was good, but there are a couple of areas to focus on. The clubface was slightly open at impact, which caused some rightward spin (curving to the right). A better alignment of your clubface with your swing path could help straighten out your shots. Additionally, increasing your attack angle slightly can help optimize your launch conditions for better distance and spin control.",clubface alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 20:50:23,Lauren,,Pitching Wedge,73.9948371535047,3.4044206142425537,0.1604161411523819,15.431608200073242,15.271191596984863,80.69368255055451,1.090531254000233,22.712364196777344,12.695944786071776,5020.6201171875,-479.963623046875,5043.509765625,Estimated,5.460794448852539,16.253141126876358,99.51403474873588,15.404690742492676,26.43441619150689,109.13650820176828,15.456327438354492,29.08528862712137,"Your shot shows a decent club speed for a pitching wedge, but the club face is much more open than it should be at impact, leading to a high launch angle and significant left-to-right spin. This makes the ball slice off target. Focus on aligning your club face more square to your path at impact and maintaining a consistent attack angle. These adjustments will help you improve direction and distance control.",face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 20:54:05,Brian,,Pitching Wedge,72.55966650786286,-1.6590496301651,0.3935964405536651,22.53320503234864,22.13960838317871,83.70880723846221,1.1536547956624248,3.9237539768218994,18.558534622192383,3817.708251953125,-215.36045837402344,3823.77783203125,Estimated,3.2286860942840576,1.0699657245058418,48.96932663274629,19.04806137084961,15.981696471901728,94.6875417366773,19.223438262939453,31.176173615981725,"Your shot data indicates that you're striking the ball with decent speed, but your launch angle is quite low, affecting your carry distance. The club face is open at impact, which is likely a major factor in causing the ball to curve right. Focus on closing the club face a bit and raising your launch angle for better distance and accuracy.",face angle drill,1.1702211,75.0,100.462364,61 +8/23/24 20:54:45,Herald,,Pitching Wedge,70.09737597647563,0.4610254168510437,-3.968974351882935,3.315035820007324,7.28400993347168,83.49138894633143,1.1910772376750702,24.86869239807129,2.226419687271118,5095.85986328125,420.9859924316406,5113.2197265625,Estimated,-4.722671508789063,19.99620528737978,105.93886250710966,0.7263158559799194,1.3431713368649696,114.24300432376184,0.6010083556175232,1.1984848465230868,"Your swing with the pitching wedge shows some good signs, but there are areas to improve. The face of the club is slightly closed compared to your path, which can lead to a pull or hook. You also have a high backspin, so focus on lowering that a bit for better distance. To straighten your shots, work on your club path and ensure your face angle aligns better with your path.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:55:43,Jason,,Pitching Wedge,72.17183951468996,0.3764344155788421,2.9074020385742188,0.546654999256134,-2.360747098922729,88.6248635995671,1.2279701362125912,28.313371658325195,0.812829315662384,4359.640625,385.22894287109375,4376.62744140625,Estimated,-5.049685955047607,26.380268267471592,117.3328839893993,-0.9983841180801392,-2.044468720471542,125.7265360227857,-1.1115314960479736,-2.438720842127424,"Good job with your pitching wedge! Your club speed and ball speed are solid, which is great for generating distance. However, your attack angle is very close to flat and may be limiting your ability to get the right launch and spin on the ball. Additionally, your backspin is a bit high, which can cause the ball to lose distance. Focus on hitting slightly down on the ball to create a better attack angle. This will help improve your control and distance.",attack angle drill,1.1702211,75.0,100.462364,61 +8/23/24 20:56:13,Lauren,,Pitching Wedge,72.95310836960289,-0.4900960922241211,0.8387641310691833,3.874064683914185,3.0353004932403564,90.32374533669643,1.238106879272211,24.98650932312012,3.2871968746185303,7772.87841796875,750.044677734375,7808.982421875,Measured,-5.511697769165039,25.027623546982568,111.85510569603592,1.2070693969726562,2.356461480681844,116.2353158526994,1.11170756816864,2.2556120411907443,"Great job with your pitching wedge! Your ball speed is solid, but we can improve your accuracy and control. Your attack angle is slightly downward, which is good for pitches but ensure a smooth follow-through to help with distance. Your spin rate is pretty high, which gives you good control but might reduce the distance. Focus on a more balanced follow-through to maximize your distance while keeping accuracy.",balance follow-through drill,1.1702211,75.0,100.462364,61 +8/23/24 20:56:50,Jason,,Pitching Wedge,69.78275987216557,-2.292471408843994,5.694947242736816,6.614322185516357,0.919374942779541,91.94158694193813,1.3175401361362764,25.04063415527344,6.145745754241943,7232.599609375,1260.106689453125,7341.55029296875,Measured,-9.88321018218994,25.876412437335603,115.37699230535782,2.423497438430786,4.878810035815661,120.0610098829502,2.244196891784668,4.701500041798283,"Your club speed is good, but the attack angle is a bit too negative, meaning you're hitting down on the ball too much. This can cause excessive backspin and make it harder to control the ball flight. Focus on a more level swing through impact. Also, your club path is slightly right, which is causing the ball to draw to the left. Try to keep your swing path more neutral. Work on making more of a straight swing to improve accuracy and distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:58:13,Jason,,Pitching Wedge,71.7358680101861,-9.38437557220459,11.708884239196776,17.840932846069336,6.132048606872559,82.55095819398048,1.1507626586780646,23.273202896118164,16.120044708251953,5914.728515625,-981.35986328125,5995.58837890625,Estimated,9.420581817626951,17.84184422177077,101.85088718835776,20.95447158813477,36.42454651863363,109.68630184657468,21.0578670501709,39.41147858833756,"Your club speed is good, but the attack angle and club path need improvement. You're hitting down too much (-9.4 degrees) for a pitching wedge, which can lead to too much spin. Work on leveling out your swing a bit to help the ball fly straighter and further. Plus, your ball is starting off too far to the right (launch direction of 16.1 degrees). Aim to align your clubface more towards your target for better direction.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:58:50,Lauren,,Pitching Wedge,70.59461610759354,2.211508512496948,5.252103328704834,3.923598051071167,-1.328505277633667,79.41641941681974,1.1249642507550557,25.67499732971192,3.880112409591675,5518.00390625,591.1409912109375,5549.578125,Estimated,-6.114747047424316,18.72321489776391,97.58872238463572,2.077636480331421,3.538008544098602,105.02882528309785,1.915812611579895,3.5112339089848774,"Your shot shows good potential! With a club speed of around 70 mph and a decent launch angle, you’re getting some nice height, but the ball is spinning more than usual, which can impact distance and accuracy. Try to focus on keeping your club face more aligned with your swing path to reduce sidespin and tighten up your shot dispersion. This will help you gain more distance and control.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 20:59:22,Herald,,Pitching Wedge,72.9284729204337,0.2807262241840362,1.45710551738739,2.111539363861084,0.6544338464736938,93.93598313704388,1.2880563568022294,27.98517799377441,1.9167896509170528,5721.43896484375,1310.7587890625,5869.6640625,Measured,-12.90356159210205,29.85831965110674,121.2389352994196,-3.511399745941162,-7.425597537556769,127.42906573429264,-3.743398666381836,-8.319623901061107,"Great job with your pitching wedge! Your club speed and ball speed are solid. However, your attack angle is very shallow, which might be causing excessive spin. Try to slightly lower the club face angle at impact to improve distance and control. Additionally, working on your follow-through can help correct the leftward direction of your shots.",attack angle drill,1.1702211,75.0,100.462364,61 +8/23/24 20:59:52,Lauren,,Pitching Wedge,73.10702232757467,0.7965351939201355,4.719464302062988,4.326123237609863,-0.393341064453125,90.37477408142512,1.2361982639161242,26.32701873779297,4.144108295440674,9318.1865234375,-199.0318145751953,9320.3115234375,Measured,1.2236233949661257,26.765394568885768,108.30853035336986,5.321965217590332,10.04586666535954,109.16234000928216,5.318429470062256,10.118407028247702,"Your pitching wedge shot shows good club speed and a decent launch angle. However, the high backspin and slight right-side sidespin indicate a tendency to hit too much towards the toe and a potential outside-in swing path. Focus on making sure your clubface is square at impact, which will help lower the sidespin and improve your accuracy.",clubface alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 21:00:24,Jason,,Pitching Wedge,73.47285917439876,2.1879806518554688,7.517343521118164,0.5982872247695923,-6.919056415557861,91.34244291959112,1.2432133980627629,14.751124382019045,1.4320693016052246,3157.251708984375,58.54156875610352,3157.79443359375,Measured,-1.0622531175613403,11.125196719937549,113.36749294583932,1.194521188735962,2.363461506282676,130.9042948928336,1.149269461631775,2.6258932404488746,"Your shot data shows good potential, especially with a decent club speed and a solid ball speed. The attack angle is slightly positive, which is good for a pitching wedge. However, your club path shows a tendency towards the inside, leading to a slight fade. Focusing on your clubface alignment relative to your swing path can help straighten out your shots and improve accuracy. Also, try to work on lowering your spin rate for longer carry distances.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:01:20,Jason,,Pitching Wedge,70.29942164592603,2.7395241260528564,2.3745903968811035,5.534682750701904,3.160092353820801,89.87942832845602,1.278523012339244,28.814393997192383,4.84343957901001,5093.89453125,1409.9261474609375,5285.4189453125,Measured,-15.47142219543457,27.83338879029725,115.76870797046196,-0.8771495819091797,-1.772925767376023,122.67311792007968,-1.2085275650024414,-2.5873207449266715,"Your swing is generally solid, but your club face is open at impact, which is causing the ball to go slightly to the right. To improve accuracy, focus on squaring the club face more at impact and try to keep your attack angle more neutral. This should help reduce the sidespin and improve your carry distance.",club face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 21:01:55,Brian,,Pitching Wedge,70.36939417214262,-8.182762145996094,8.552024841308594,18.58136558532715,10.029340744018556,83.63424383186702,1.1885031101344283,21.208559036254883,16.3332462310791,6677.33203125,-224.0006256103516,6681.087890625,Estimated,1.9213483333587649,16.90738108803771,102.25498476636584,18.38508415222168,32.25143094735472,110.2737501901247,18.311267852783203,34.64574789482549,"Your pitching wedge shot shows good distance, but the club face was significantly open, causing the ball to slice to the right. Focus on aligning your club face square to your target at address and through impact. This will help improve your accuracy.",face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 21:02:16,Lauren,,Pitching Wedge,,,,,0.0,48.93997522215113,-21.87812614440918,,5.859886646270752,2243.58154296875,0.0,2243.58154296875,Estimated,-0.0,,,,,,,,"It looks like there are some missing data points that limit our ability to analyze your shot accurately. However, your ball speed is decent, but due to the negative smash factor, it seems there's a significant loss of energy transfer to the ball. Focus on making better contact. Work on keeping the clubface square to your path as you make contact with the ball.",clubface alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 21:04:02,Lauren,,Pitching Wedge,73.07091821069389,4.286375999450684,3.170555591583252,16.860740661621094,13.690185546875,83.43001792089854,1.141767750616395,21.5490951538086,14.2465181350708,4015.845703125,-1328.0711669921875,4229.75048828125,Estimated,18.299448013305664,15.337402090377507,103.8560979338381,20.786380767822266,36.85695395545781,115.3931789030894,21.249174118041992,41.82133758989312,"Your club speed is solid for a pitching wedge, but the face angle is quite open (16.9 degrees), leading to a high amount of sidespin and causing the ball to curve significantly to the left. Try to align the clubface more towards your target at impact to reduce that curve. Also, your attack angle indicates you're hitting up on the ball, which is good for launch, but combining this with a more neutral face will produce better results.",club face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 21:04:34,Jason,,Pitching Wedge,69.15233301065882,2.856275081634521,6.188667297363281,9.54096221923828,3.352294921875,85.77489967323527,1.240376078996703,26.83319664001465,8.611533164978027,6859.69775390625,-1743.5101318359375,7077.8017578125,Estimated,14.260741233825684,23.352707003100704,105.19966063802258,15.50815486907959,28.12782634047744,110.47922820163784,15.680304527282717,29.85917695673401,"Your club speed and ball speed are solid, but there's a noticeable issue with your club path and face angle. Your club is coming too far from the outside (club path of 6.2 degrees) and the face is open (9.5 degrees). This can cause your ball to start right and possibly curve left. Focus on bringing your club back more inside on the backswing and square the face at impact for straighter shots. Your backspin indicates good contact, so let's improve on the direction next.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:05:03,Herald,,Pitching Wedge,66.80022360835801,-1.3400968313217163,3.9152464866638175,3.4132273197174072,-0.5020191669464111,78.93223513510566,1.1816163310751209,23.689437866210938,3.2936055660247803,6026.15576171875,3181.401123046875,6814.38671875,Estimated,-27.83101272583008,15.949088612489504,92.13791897295596,-6.013988494873047,-9.653416762832537,99.65282230887352,-6.714693546295166,-11.652004770194594,"Great effort with your pitching wedge! Your ball speed is solid, but the carry distance is a bit shorter than expected. Focus on making your swing more consistent. Your attack angle is slightly downward (-1.34°), which can lead to softer compressions of the ball. Try to vary your swing path and make sure the club face is square at impact. Working on swing consistency will help improve your distance and accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:08:52,Jason,,Pitching Wedge,72.35832483029208,-2.8123486042022705,-6.179876327514648,4.887282371520996,11.067158699035645,100.36657776163702,1.387077133101616,19.124664306640625,3.241255283355713,3654.01171875,-185.59490966796875,3658.721923828125,Measured,2.9076743125915527,21.036215050651208,140.78885773140428,4.5150980949401855,11.083169971085,153.90856243484268,4.573631763458252,12.272702387950972,"Your pitching wedge shot shows good ball speed and carry distance, but the club path is significantly to the left (negative). This suggests you're coming into the ball on an out-to-in swing, which can lead to inconsistent results. Additionally, your attack angle is slightly downward, which is okay for a wedge, but a more neutral angle could help improve distance and accuracy. Work on aligning your swing path straighter to improve your accuracy and consistency.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:09:27,Herald,,7 Iron,72.45175521926103,-3.362169981002808,1.933691143989563,0.7442594766616821,-1.1894316673278809,100.91126267882372,1.3928063215782085,15.485296249389648,0.8533086180686951,4871.75439453125,448.1484375,4892.3232421875,Measured,-5.255797386169434,17.593865961703386,134.67107471350573,-1.1563985347747805,-2.7179148829135897,146.09218788797807,-1.311644196510315,-3.344086428388664,"Your club speed is good, but your attack angle is slightly downward, which can create too much backspin. Try to focus on hitting the ball with a more level swing to reduce backspin and improve distance. Keep your club face more aligned with your path to decrease the sidespin, leading to straighter shots.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:10:07,Herald,,7 Iron,75.16051970762874,-2.066176652908325,-0.3091549277305603,-0.7743523120880127,-0.4651973843574524,104.18700942718353,1.3861933077693795,18.88151359558105,-0.6747542023658752,1403.437744140625,-810.275146484375,1620.55029296875,Measured,30.00000190734864,17.031969914830142,147.20208787593947,5.607975482940674,14.384838544039326,169.9982408265987,6.468113899230957,19.150357518521787,"Your 7-iron shot showed good ball speed and decent carry distance, but your attack angle is slightly too negative, which means you're hitting down on the ball more than ideal. This can lead to lower launch and backspin. Additionally, your club path and face angle are close to square; however, they do show a bit of deviation, leading to some sidespin. Focus on a more upward attack angle for better launch. Also, your carry distance is a bit inconsistent, so aim to improve your swing path for more accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:10:44,Lauren,,7 Iron,76.29572154667403,-1.7796411514282229,1.6711714267730713,0.4360122978687286,-1.235159158706665,106.11408693212798,1.3908261797774926,20.4478759765625,0.5672590732574463,3025.956298828125,278.3601989746094,3038.732666015625,Measured,-5.255893230438232,25.15247728329973,163.3145776894471,-1.3685932159423828,-3.9006970609156326,171.63849385487447,-1.4517176151275637,-4.3486572420711695,"Your swing speed is good for a 7-iron, but your attack angle is a bit too flat, which can lead to higher spin and less distance. Focus on hitting slightly up on the ball. The ball's launch angle is nice, and your total distance is impressive, but reducing backspin can help improve carry. Work on maintaining a consistent swing path to keep the ball straighter.",attack angle drill,1.1702211,75.0,100.462364,61 +8/23/24 21:11:26,Brian,,7 Iron,78.23157975033519,0.2268694639205932,0.2376271039247512,-0.6614299416542053,-0.8990570306777954,107.05680459143332,1.3684602168726452,19.44898223876953,-0.5135799646377563,5323.119140625,80.37397766113281,5323.72607421875,Estimated,-0.865045428276062,27.05964647380847,147.7461911807186,-0.9669208526611328,-2.493304980370283,156.8700256439406,-0.981981635093689,-2.688687227318894,"Great job achieving a solid ball speed and distance with your 7 iron! Your attack angle is very close to neutral, which is good for striking the ball well. However, your club face is slightly open at impact, resulting in some right-side deviation. This likely contributed to a bit of spin and control issues. Focus on keeping the clubface square to the target at impact for better accuracy.",face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 21:12:06,Jason,,7 Iron,,,,,0.0,95.34830177961156,-42.62450408935547,17.692386627197266,2.307520627975464,2935.658447265625,146.88812255859375,2939.3310546875,Measured,-2.864453315734864,15.886858862048143,129.15652614374903,1.561475396156311,3.5196192340984,145.0190164583746,1.4576367139816284,3.689203047961428,"Your ball speed is decent, but the smash factor indicates you might not be making solid contact with the clubface. Focus on hitting the center of the clubface more consistently. Additionally, your backspin is on the higher side, which can affect your distance and control. Try to lower your backspin for better carries and overall distance.",centered contact drill,1.1702211,75.0,100.462364,61 +8/23/24 21:14:08,Herald,,7 Iron,76.36657299608578,-1.0676000118255615,-0.4281428754329681,5.879159927368164,6.307302951812744,93.42777779907374,1.2234119475789813,2.602777004241944,4.775702953338623,4037.7939453125,-359.56207275390625,4053.771728515625,Measured,5.088717937469482,0.9883262018079648,58.48882745902392,5.533606052398682,5.640098475789444,109.51899583744398,5.882666110992432,11.224811044843364,"Your 7-iron swing shows good potential, but the attack angle is too steep and the launch angle is quite low, causing limited height and distance. Work on keeping the clubface more square to your swing path. Try to improve your attack angle by leveling out your swing slightly. Additionally, the backspin is quite high, which may affect distance; a slight adjustment in your swing dynamics could help. Focus on a consistent follow-through to enhance your overall performance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:14:53,Lauren,,7 Iron,78.22187746224881,1.4275683164596558,-0.1877750009298324,9.438464164733888,9.626238822937012,101.90791891596018,1.302805841820182,23.215652465820312,7.729472637176514,4096.3408203125,39.467041015625,4096.53125,Measured,-0.5520108938217163,28.230563260332247,143.85930513615676,8.270254135131836,20.693067522348883,154.15668462213216,8.186140060424805,21.95031561131009,"Your club speed is good, but the club path is slightly inside-out, which may be causing the face to point right at impact. This is leading to some unwanted sidespin, affecting your accuracy. Focus on turning your shoulders more during your swing to help keep the club on a better path. Also, try to reduce the backspin for more distance by ensuring your contact with the ball is clean.",shoulder turn check,1.1702211,75.0,100.462364,61 +8/23/24 21:15:44,Brian,,7 Iron,72.48877239227659,0.0880687981843948,4.628438949584961,12.204418182373049,7.575979232788086,100.58621469484297,1.3876109551216522,23.94169235229492,10.60412883758545,3913.67919921875,-1.4832769632339478,3913.679443359375,Measured,0.0217149909585714,28.20893245898219,142.197909407545,11.662311553955078,28.74436049830183,152.63347571394843,11.564306259155272,30.59802630842205,"Your 7 iron shot shows some strong elements but also areas for improvement. Your club speed is good, leading to solid ball speed. However, your attack angle is very flat, and the club face is significantly open relative to your path, which can cause issues with accuracy and distance. Work on closing the club face at impact and increasing your attack angle slightly for better face control and to reduce backspin, as well as to enhance distance.",face control drill,1.1702211,75.0,100.462364,61 +8/23/24 21:16:18,Jason,,7 Iron,74.64058970489987,-2.610990285873413,3.014028310775757,12.840171813964844,9.826143264770508,101.62881386870504,1.361575709282392,23.892793655395508,10.924345016479492,4884.5234375,-666.1996459960938,4929.74560546875,Measured,7.766643524169922,29.2347372312031,139.33282320380658,15.644023895263672,37.57246415224654,147.76177703874055,15.7047119140625,39.99609010548102,"Your shot shows potential! However, the club face is open at impact, causing a significant right-to-left side spin, which can lead to hooks. Try to keep the face more square to the target at impact. Additionally, your attack angle is slightly downward; working on striking more 'level' can help improve distance and accuracy.",face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 21:16:53,Jason,,7 Iron,78.3394739724672,-0.2036376744508743,1.871072769165039,6.198494911193848,4.327422142028809,101.1198405395935,1.2907903948286985,17.740299224853516,5.325706005096436,5559.21044921875,-248.75030517578125,5564.77294921875,Measured,2.562026262283325,21.40612887046018,135.35470815945246,6.87868595123291,16.21114566655035,144.70731598514976,6.90262508392334,17.391283181846347,"Your 7-iron shot shows good speed and distance, but there are some areas to work on. The club face is significantly closed at impact, which contributes to your leftward ball flight (slice). Focus on aligning your club face more square to your target. Also, your angle of attack is slightly descending, which can help improve your launch angle. Try to be more level through impact, keeping the club face straight. This will help you gain more control over your shots.",club face alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 21:17:33,Lauren,,7 Iron,78.37110667425804,-0.9267191886901855,-0.1582955867052078,7.802657604217529,7.960953235626221,100.68900604250211,1.2847720328999088,18.0356502532959,6.389472961425781,6477.69873046875,-1022.0850219726562,6557.837890625,Measured,8.966503143310547,21.903620614297324,131.87782696671002,11.076204299926758,25.33566117670012,139.4667380974106,11.225369453430176,27.149805405993,"Your club speed is decent, but your attack angle is slightly downwards. This means you're hitting the ball with a descending blow, which can lead to inconsistent contact. Try to focus on making a more level swing to achieve a better launch angle and distance. Additionally, your club path is slightly to the left, which explains the fade in your ball flight. Work on aligning your swing path more towards your target.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:19:32,Lauren,,7 Iron,,,,,0.0,99.84427551960472,-44.63438415527344,8.46164608001709,6.092019557952881,5137.35107421875,0.0,5137.35107421875,Estimated,-0.0,8.418185888524192,116.76872265320436,6.2723236083984375,12.75749099001166,136.58915317026913,6.240390300750732,14.847290267000972,"It looks like your shot had a solid ball speed, but the launch angle is low, which might be causing the ball not to go very far in the air. High backspin tells us your ball isn't getting the distance it could. Focus on getting the clubface more level at impact to increase that launch angle. This will help you get the ball up in the air better for more distance.",launch angle drill,1.1702211,75.0,100.462364,61 +8/23/24 21:22:11,Herald,,7 Iron,85.86630768553186,0.0238719955086708,1.2974423170089722,0.401388943195343,-0.8960533738136292,114.84524168696409,1.3374889963542131,16.58624267578125,0.4920550584793091,3882.620361328125,-822.7047119140625,3968.82666015625,Measured,11.963685989379885,24.821382095421768,166.62732344374854,5.598006725311279,16.25419867907351,180.1861188132807,5.942275524139404,18.65412983115698,"Your 7-iron swing shows solid club speed and a good smash factor, but the backspin is quite high, which can cause the ball to balloon in the air and lose distance. Focus on flattening your attack angle slightly and aim for a more neutral club path to promote a straighter and lower ball flight. This should help you maximize your distance and consistency.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:23:57,Lauren,,Driver,83.36690611554513,-1.1972675323486328,2.1963798999786377,-9.439393997192385,-11.63577365875244,107.56876455276142,1.2903053449491446,7.891417503356934,-7.478906631469727,2062.45361328125,-600.8511962890625,2148.19384765625,Estimated,16.242340087890625,5.525729003241395,114.06952404539334,-4.51809024810791,-8.985711262797963,157.84452557623808,-3.63367223739624,-10.00377421060125,"Your driver swing shows potential, but there are a few areas to work on. Firstly, your attack angle is slightly downward, which can cause lower launch and higher spin. Aim to hit up on the ball to increase launch angle for better distance. Your club face is pointed left at impact, leading to a hook; focus on getting the clubface more square to your path. Lastly, try to keep your club path more neutral to improve direction. Practicing a more upward attack angle and squaring your clubface will be key for improvement.",launch angle drill,1.1702211,75.0,100.462364,61 +8/23/24 21:24:36,Jason,,Driver,81.56005335716964,-3.821100950241089,4.218563556671143,-5.90846061706543,-10.127023696899414,106.33015697314386,1.3037038672289782,17.481746673583984,-4.3254876136779785,1602.08740234375,412.8793640136719,1654.4344482421875,Measured,-14.451431274414062,16.828613265416607,153.182218064263,-7.703444957733154,-20.533454318944223,176.09292874010498,-8.104961395263672,-24.826809611826093,"Your shot shows a few areas for improvement. Your club speed is good, but your attack angle is negative, suggesting you're hitting down on the ball rather than sweeping it off the tee. This can lead to lower trajectories and more spin, which can cause control issues. The club path is slightly out-to-in, and the face angle is significantly closed at impact, contributing to a hook. Focus on emphasizing a higher attack angle and aligning your clubface more with your path at impact for better results.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:24:55,Jason,,Driver,,,,,0.0,76.94700363428728,-34.39838790893555,,14.25688934326172,2424.1552734375,0.0,2424.1552734375,Estimated,-0.0,,,,,,,,"It looks like there are some missing or inaccurate data points for your driver swing. However, I see your ball speed was around 77 mph with a decent amount of backspin. To improve your consistency and distance, focus on hitting the ball more squarely. Also, working on your tee height can help achieve a better launch. Try to keep your swing smooth and controlled, rather than swinging too hard.",smooth swing drill,1.1702211,75.0,100.462364,61 +8/23/24 21:27:01,Jason,,Gap Wedge,72.2644677795779,9.304129600524902,-3.576467990875244,-3.200690031051636,0.3757779598236084,58.69370164852853,0.8122069317324372,5.819033622741699,-3.076632261276245,1813.9085693359373,-49.399879455566406,1814.5810546875,Estimated,1.5600043535232544,0.5488088384334731,19.936619417431302,-3.0175936222076416,-1.049534577410988,31.01854201925812,-2.9931674003601074,-1.6196870797790552,"Your shot with the gap wedge shows a decent swing speed, but the ball's launch angle is quite low, which is affecting your carry distance. Additionally, your club path and face angle are pointing slightly left, causing the ball to venture off target. Focus on ensuring a more square clubface at impact and try to increase your launch angle for better distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:27:31,Lauren,,Gap Wedge,67.78828261132821,-1.5128288269042969,1.729336500167847,5.06599760055542,3.336661100387573,83.08489976842247,1.225652820337685,26.589815139770508,4.377712249755859,7657.66845703125,649.0570068359375,7685.1259765625,Estimated,-4.844758987426758,22.28271031599047,99.84735350790017,2.877119779586792,5.011799310509446,104.30515921039024,2.7786173820495605,5.056429264770372,"Your gap wedge performance shows good potential! Your club speed and ball speed are solid, but your launch angle is a bit high, which may contribute to excessive backspin. This could lead to less distance. Try to lower your attack angle slightly to get a more penetrating flight and check your club face alignment to ensure it's square at impact. Practicing these adjustments can help you achieve more consistent results.",launch angle drill,1.1702211,75.0,100.462364,61 +8/23/24 21:28:02,Jason,,Gap Wedge,66.58582181476595,-1.402863621711731,-0.6640130281448364,0.0215212814509868,0.6855342984199524,84.37828218289178,1.2672109449609616,30.78817176818848,-0.0654078871011734,5481.138671875,1309.4815673828125,5635.39013671875,Estimated,-13.436498641967772,26.417197072399404,104.70259858994996,-5.352877616882324,-9.76770019193259,110.43904538994956,-5.572110176086426,-10.723543818803364,"Your shot shows some good potential, but the ball is straying to the left (hook). This is due to a slight issue with your path and face angle at impact. Work on getting a more neutral path and make sure your club face is angled properly at the moment of contact. You also have a high backspin rate, which could be beneficial in certain conditions, but might take distance away in others. Focus on hitting through the ball more smoothly to improve both distance and direction.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:28:24,Jason,,Gap Wedge,70.20366595044561,-4.020910739898682,1.691145658493042,2.461857557296753,0.7707118988037109,78.13447153712241,1.1129685391682378,25.52718162536621,2.2338337898254395,6218.10498046875,637.1221313476562,6250.66015625,Estimated,-5.850249290466309,18.129337804960187,93.91788570175504,0.3494263589382171,0.5723383970536773,100.88297036204494,0.2065338045358657,0.3643154876050509,"Your gap wedge shot shows great potential! You're generating solid ball speed and decent distance, but your attack angle is a bit steep, which can lead to inconsistencies. Focus on flattening your attack angle slightly to improve contact and reduce backspin. Also, try to align your club path better with your target for improved accuracy.",attack angle drill,1.1702211,75.0,100.462364,61 +8/23/24 21:28:58,Brian,,Gap Wedge,68.09841876731343,-0.4480818212032318,0.891181468963623,4.626767158508301,3.7355856895446777,79.62352102795103,1.169241848331573,28.67353248596192,3.912042617797852,6339.1025390625,429.06982421875,6353.60693359375,Estimated,-3.872228145599365,21.8865954840544,96.11954667588998,2.8750782012939453,4.821255834190708,101.54177323332716,2.7807300090789795,4.926260650744439,"Your shot with the gap wedge shows good distance and decent launch angle, but the face angle is open at impact, causing the ball to spin more and stray right. Focus on getting your clubface square to your target at impact. Also, try to maintain a more positive attack angle (aiming to hit up more) to enhance distance and control.",clubface alignment drill,1.1702211,75.0,100.462364,61 +8/23/24 21:29:43,Brian,,Gap Wedge,67.88947824406023,1.5626541376113892,-2.778384208679199,0.4895125925540924,3.267896890640259,77.59383990651531,1.1429435298879196,28.34144401550293,0.0544458553194999,6338.630859375,728.4609985351562,6380.35205078125,Estimated,-6.555901050567627,20.34039785246864,92.68629420455908,-2.3235528469085693,-3.757787758881392,98.30489589818716,-2.438793897628784,-4.183078098867924,"Your gap wedge shot shows good ball speed and decent carry distance, but there's a slight issue with your club path being in-to-out, which can cause a push to the right. Work on aligning your swing path more to the target. Also, try to reduce the amount of backspin for a flatter ball flight, which can improve your distance control.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:30:49,Brian,,Gap Wedge,,,,,0.0,99.1213483917336,-44.31120681762695,18.814865112304688,-1.602967619895935,3859.18798828125,-2228.103515625,4456.20654296875,Measured,30.0000057220459,18.705092583190208,129.95616075890302,9.130260467529297,20.62140428115481,141.75344545849293,10.033150672912598,24.695990196448065,"It looks like you had a good carry distance of nearly 130 yards, but the ball is spinning a lot and veering off track. Focus on keeping your club face more directed along your swing path to reduce the sidespin. This should help the ball fly straighter and get more distance. Make sure to also work on your follow-through to improve your stability after impact.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:30:54,Lauren,,Gap Wedge,64.71348927835106,2.293543577194214,-1.37632417678833,-2.60261344909668,-1.2262892723083496,74.68556838608129,1.1540958340978569,28.86240768432617,-2.31006121635437,2506.76953125,529.75146484375,2562.134033203125,Estimated,-11.932653427124023,17.624522460010212,94.35120259175072,-5.322186470031738,-8.751673084256367,106.85677609620323,-5.61998462677002,-10.464499849848607,"Your gap wedge shot shows a solid carry distance of about 94 yards, but the ball is starting left of your target line. The club path being slightly negative means you're swinging a bit to the left, and the club face being more closed adds to that. To correct this, focus on aligning your setup and follow-through more toward the target. Work on making sure your club path is more neutral and the face angle is square at impact.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:31:12,Herald,,Gap Wedge,57.69977604656151,-0.6542183756828308,-9.67824363708496,-4.370079040527344,5.308164596557617,65.29679988333282,1.131664702314283,30.594188690185547,-4.800691604614258,5146.81103515625,-1493.31005859375,5359.07080078125,Estimated,16.179706573486328,15.06532332126494,72.12226473747705,-0.6708556413650513,-0.844824112564595,78.77164399314461,-0.2947505712509155,-0.4053827216436154,"Your club speed is decent, but your attack angle and club path suggest that you're coming in too steep and out-to-in on your shots. This can cause the ball to go left and add unwanted spin. Focus on making a more square swing path and raising your attack angle slightly to improve your distance and accuracy.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:31:29,Brian,,Gap Wedge,62.29252520360615,-2.9178125858306885,-9.293098449707031,-2.705739736557007,6.587358474731445,69.52620389814547,1.1161243451103593,27.64219093322754,-3.385373592376709,5680.37939453125,-1751.598876953125,5944.30908203125,Estimated,17.13764190673828,15.122847277314236,78.55009619439898,1.5258523225784302,2.091660162105456,85.7226529882937,1.9426946640014648,2.90607182687026,"Your gap wedge shot showed some positive aspects, but there are areas to improve. Your club speed is decent, and you achieved a reasonable carry distance. However, an attack angle of -2.9 degrees suggests you're hitting down too much, which can cause unwanted spin and reduce distance. Additionally, your club path is quite out-to-in, which may lead to slices. Focus on a smoother, more inside-out swing path and try to increase your attack angle to create more upward contact. Working on these aspects will help you gain better control and distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:31:50,Jason,,Gap Wedge,55.53549594436026,-2.5396227836608887,-9.001790046691895,-4.972357273101807,4.029432773590088,59.43058914870335,1.0701370022560974,31.544652938842773,-5.210773944854736,5433.49365234375,-831.9179077148438,5496.81201171875,Estimated,8.704910278320312,12.923380671840846,62.01624170803507,-3.395921468734741,-3.673542358213496,68.42478691719589,-3.173483371734619,-3.7879749292900726,"Your shot shows a strong swing speed, but the club is coming through too much from the inside and the face is open to the target, leading to a left-side miss (if you’re right-handed). Focus on keeping the club face square to your path to improve accuracy. Also, try to have a more neutral attack angle to help with better contact and distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:32:37,Jason,,Gap Wedge,59.54812165965996,-0.3183625042438507,-11.290467262268066,-6.685527324676514,4.604939937591553,63.70978458918353,1.069887392138228,34.65966796875,-6.904386043548584,2557.767822265625,-732.0029907226562,2660.451904296875,Estimated,15.970498085021973,16.398034121493424,72.83044507544764,-3.9000325202941895,-4.953619338353633,82.71420692773881,-3.465827703475952,-5.000326850777014,"Your club path is significantly to the left (closed) and your club face is also pointed left at impact. This is causing your shots to hook and come up short. Focus on improving your swing path to be more neutral and ensure your club face is square to your target at impact. Additionally, work on your attack angle to maintain a more level strike, which can help with consistency and distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:33:18,Brian,,Gap Wedge,51.32265920511463,2.806195020675659,-15.829054832458496,-12.488579750061035,3.340475082397461,56.029036918147085,1.0917017509600015,31.899311065673828,-12.23904514312744,5045.16455078125,-251.98715209960932,5051.45361328125,Estimated,2.859334707260132,11.515173785916772,56.63097732995402,-12.333246231079102,-12.096218411034329,63.32260861186524,-12.1795015335083,-13.359499970863908,"Your shot statistics indicate that your club path and face angle are both significantly closed, which is causing the ball to both spin and curve to the left. Additionally, your launch angle is quite high, which could be contributing to shorter carry distances. Focus on making your swing path straighter and ensure the club face is more aligned with your target at impact. This will help you achieve a more desirable flight path and distance.",swing path drill,1.1702211,75.0,100.462364,61 +8/23/24 21:33:34,Brian,,Gap Wedge,,,,,0.0,112.65127019391277,-50.359622955322266,,8.759115219116211,1763.1025390625,-157.7218017578125,1770.1431884765625,Measured,5.1118998527526855,,,,,,,,"It looks like there were some missing data points, but your ball speed is notable, although the smash factor suggests there's room for improvement in your impact efficiency. Focus on making solid contact to maximize your distance. It would help to work on your swing path and ensure the clubface is square at impact to reduce side spin and improve accuracy.",swing path drill,1.1702211,75.0,100.462364,61 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_3.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_3.csv new file mode 100644 index 0000000000..2c9f0b8ebd --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_3.csv @@ -0,0 +1,56 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +8/6/24 22:41:06,Jason,,7 Iron,75.65318670749664,-3.03,3.09,9.03,5.94,107.17161926707286,1.4166173816502694,17.440000534057617,7.800000190734863,2889.432861328125,-1015.2630004882812,3062.610107421875,Estimated,19.36000061035156,20.1990362895474,150.84206989984523,15.09000015258789,39.28258654619458,166.2073396378637,15.670000076293944,44.88188947665094,"Your swing shows potential, but you may want to focus on adjusting your club face and path. Currently, your club face is pointing much further right than your swing path, which is causing the ball to spin off to the right. Working on aligning your club face better with your swing direction will help improve both accuracy and control. Additionally, try to flatten out your attack angle slightly for better ball contact.",club face alignment drill,1.1838602,73.004,101.33,73 +8/6/24 22:41:27,Herald,,7 Iron,49.7047252702713,0.0,-10.21,0.0,10.21,24.78525437454709,0.4986498615529278,30.51000022888184,31.559999465942383,5309.76513671875,-2838.72412109375,6020.9599609375,Estimated,28.1299991607666,1.8263341088651688,11.493875685898956,33.70000076293945,6.37576526285261,18.36176775323748,34.279998779296875,10.34558154701665,"Your swing is producing a significant path to the left at -10.21 degrees, which means you're likely pulling the ball left. The low club speed and smash factor suggest you're not making solid contact with the ball, affecting both distance and direction. Work on hitting the ball more consistently in the center of the clubface. A higher attack angle will help you launch the ball better. Focus on improving your swing path to a straighter line, which could help reduce the leftward direction.",swing path drill,1.1838602,73.004,101.33,73 +8/6/24 22:41:37,Lauren,,7 Iron,46.75196931362152,0.0,0.0,0.0,0.0,100.05816105248503,2.1401913656572407,22.8700008392334,17.3799991607666,2254.314697265625,-1176.0234375,2542.6298828125,Measured,27.549999237060547,22.408135589392487,141.17453262498384,27.15999984741211,64.43569168592694,148.47987792552703,27.540000915527344,68.64610526674687,"Your shot data shows good ball speed and a reasonable carry distance, but you might benefit from adjusting your attack angle and club path. A zero degree attack angle means you're hitting the ball level with the ground. Try to hit down slightly on the ball for a better launch and lower spin. Also, aim to keep your club path more consistent to reduce the sidespin, which is causing the ball to move off-target more than it should.",attack angle drill,1.1838602,73.004,101.33,73 +8/6/24 22:42:21,Herald,,7 Iron,73.17018738031388,-6.15,4.55,3.84,-0.71,102.33983713388444,1.3986548456129624,15.390000343322754,3.7200000286102295,2362.10302734375,189.220443725586,2369.669921875,Measured,-4.579999923706055,14.873140847630792,139.96062957479353,2.569999933242798,6.277339901955429,159.95187041596182,2.390000104904175,6.681977207046373,"Your club speed is decent for a 7-iron, but your attack angle is a bit steep, which is why you're losing some distance. Try to get a flatter angle and focus on striking the ball more cleanly. Your face is slightly open to your path, which can cause slight pulls to the right. Working on aligning your face properly will help you hit straighter shots. Lastly, your spin rate is a bit high, which could affect your control. Aim for a more consistent, middle-of-the-face contact to reduce that spin.",swing path drill,1.1838602,73.004,101.33,73 +8/6/24 22:44:48,Jason,,7 Iron,74.40050236225127,-1.58,5.19,5.88,0.6899999999999995,102.49642199438132,1.3776307785575532,17.889999389648438,5.480000019073486,2267.5419921875,16.22646713256836,2267.60009765625,Measured,-0.4099999964237213,18.274276689416183,146.33638857994083,5.610000133514404,14.304461448203028,164.94969105576274,5.559999942779541,15.977689454602457,"Your 7 iron shot showed good speed and distance, but your club path and face angle suggest you're pushing the ball to the right. Focus on aligning your clubface more square to the target at impact to reduce any side spin and improve accuracy.",swing path drill,1.1838602,73.004,101.33,73 +8/6/24 22:48:47,Brian,,7 Iron,76.01109652042388,-1.48,5.72,8.62,2.8999999999999995,93.63815617240834,1.2319011362669678,17.850000381469727,7.800000190734863,1752.0699462890625,22.93585205078125,1752.219970703125,Measured,-0.75,13.604548581895983,124.40944758386011,7.869999885559082,17.02755823258758,146.01924807490104,7.800000190734863,19.82720761191399,"Your club speed is decent, but your attack angle is slightly descending, which could lead to heavy contact or inconsistent ball flight. The club path indicates you’re coming from the outside, and the face angle is open at impact, contributing to a push to the right. Focus on improving your swing path and face alignment to ensure better direction and consistency.",swing path drill,1.1838602,73.004,101.33,73 +8/6/24 22:49:31,Lauren,,7 Iron,75.60844798088073,1.84,1.41,2.89,1.4800000000000002,108.78221615588065,1.4387574280507467,16.760000228881836,2.549999952316284,2484.653076171875,1176.0821533203125,2748.93994140625,Measured,-25.32999992370605,18.919508683785807,152.75589311699878,-5.53000020980835,-14.720034614796193,169.22572293444864,-6.340000152587891,-18.68985089896023,"Your shot data shows good potential, but there are a few areas to improve. The club speed is decent, and your ball speed indicates you're hitting the ball well. However, your launch angle could be higher for more distance. The slight left deviation suggests you might be closing the face a bit too much. Focus on striking the ball with a slightly more neutral face position to improve accuracy.",face alignment drill,1.1838602,73.004,101.33,73 +8/6/24 22:52:42,Brian,,7 Iron,65.65408130884171,-1.51,-0.11,4.0,4.11,92.27362364530563,1.4054514480408855,16.579999923706055,3.2699999809265137,3047.845703125,-790.4970092773438,3148.68994140625,Measured,14.539999961853027,13.418635286030169,117.71653138645888,7.679999828338623,15.726158903821556,133.25677490851285,8.149999618530273,18.8867016207546,"Your shot data suggests a solid ball speed for your club speed, but the slightly steep approach (-1.51 degrees) and open club face (4.0 degrees) may be causing some rightward movement (sidespin). Focus on a more neutral club path and face at impact to straighten out your shots. Additionally, your backspin and carry distances indicate you're making decent contact, but aim to improve consistency and minimize that deviation.",swing path drill,1.1838602,73.004,101.33,73 +8/6/24 22:53:38,Jason,,7 Iron,65.02773913621903,-5.7,6.23,4.86,-1.37,77.89012235563314,1.197798407114696,14.989999771118164,4.769999980926514,1730.009033203125,-122.49119567871094,1734.3399658203125,Estimated,4.050000190734863,6.496062868229672,79.83376848697662,5.449999809265137,7.578739752196895,108.78171299798488,5.590000152587891,10.597112097797549,"Your shot shows a solid club speed, but the attack angle is too negative, meaning you're hitting down on the ball more than needed. This could risk hooking the shot, as indicated by some sidespin. Focus on flattening your swing path and keeping your clubface square during impact to improve your accuracy and distance.",swing path drill,1.1838602,73.004,101.33,73 +8/6/24 22:54:49,Herald,,7 Iron,67.15282865047455,-3.43,-1.11,3.69,4.8,94.6224050859937,1.409060600834795,14.829999923706056,2.890000104904175,3307.805908203125,-418.4596252441406,3334.169921875,Measured,7.210000038146973,12.75153052570522,120.48337161685232,5.210000038146973,10.947069052426514,136.34076398755315,5.440000057220459,12.937444864521922,"Your shot data suggests that your swing is a bit steep with a negative attack angle, which could be causing the ball to launch lower than ideal. Additionally, the club path being slightly negative means your swing is coming from the inside, while the face angle being open relative to your path is likely contributing to some slice or fade. Working on leveling out your swing and making sure your clubface is square to your path at impact could help improve your distance and accuracy.",swing path drill,1.1838602,73.004,101.33,73 +8/6/24 22:55:49,Brian,,7 Iron,74.84788962841034,2.19,-0.04,1.62,1.66,97.97780958218664,1.3090256795296038,12.920000076293944,1.3200000524520874,2930.2802734375,-330.2372436523437,2948.830078125,Measured,6.429999828338623,11.111110625287893,123.0314925312996,3.180000066757202,6.835082918405533,142.69465439854866,3.430000066757202,8.530183690760282,"Your club speed is decent, but focusing on a more consistent swing path will help you control your shots better. The face is slightly open at impact, which can cause the ball to drift right. Try to work on squaring the club face at impact and improving your attack angle for better distance and accuracy.",face alignment drill,1.1838602,73.004,101.33,73 +8/6/24 22:57:04,Lauren,,7 Iron,73.17018738031388,2.48,-0.16,-0.8,-0.64,104.0175393819809,1.421583613573831,17.0,-0.6700000166893005,3155.650146484375,1209.4451904296875,3379.47998046875,Measured,-20.96999931335449,18.657041750027247,142.2353388288975,-8.100000381469727,-20.03499471668601,156.57260942603352,-8.760000228881836,-23.84076838503779,"Your shot data shows good club speed and ball speed, but your ball is starting a bit left and has too much backspin, which can affect your distance and direction. Focus on aligning your clubface better at impact and reducing backspin for a straighter shot with more carry distance.",face alignment drill,1.1838602,73.004,101.33,73 +8/6/24 22:58:45,Brian,,7 Iron,70.55297187328338,0.3,3.57,6.67,3.1,100.99767874870122,1.431515584206687,17.530000686645508,5.920000076293945,1938.9603271484373,13.87514591217041,1939.010009765625,Measured,-0.4099999964237213,16.32764640923142,142.01661951295137,6.039999961853027,14.938757059594993,162.7405875841141,5.989999771118164,16.98381374362782,"Your shot shows solid club speed and ball speed, but the face angle is quite open at impact, which could lead to a slice. To improve your shot direction, consider working on your swing path to make it straighter. Additionally, your launch angle is good, but you could benefit from a more downward attack angle to help increase control and distance. Focus on keeping your club face square at impact.",swing path drill,1.1838602,73.004,101.33,73 +8/6/24 23:00:48,Herald,,7 Iron,79.52308655977248,2.56,2.82,5.69,2.870000000000001,107.93217796087264,1.3572433192686355,15.56999969482422,5.03000020980835,3347.377197265625,-279.9104919433594,3359.06005859375,Measured,4.78000020980835,19.42257187124937,151.9356831667901,7.110000133514404,18.81014902581273,166.5682340184212,7.21999979019165,20.9426936448142,"Your shot shows good club speed and ball speed, but there's room for improvement in your club path and face angle. This suggests that your shots may be starting to the right of the target and curving away. Focus on aligning your club face to your intended target line and working on your swing path. Reducing your backspin can also help with more consistent distance. Try to get comfortable with making clean contact for a flatter trajectory. ",swing path drill,1.1838602,73.004,101.33,73 +8/6/24 23:02:43,Jason,,7 Iron,75.8545109772682,-4.85,2.63,10.22,7.590000000000001,90.12616681571852,1.1881451169427115,21.51000022888184,8.720000267028809,2900.808349609375,-63.80238723754883,2901.510009765625,Measured,1.2599999904632568,18.372702050313364,121.71915994840856,9.619999885559082,20.35214356533288,135.47680850543384,9.59000015258789,22.583113545231527,"You’re generating a solid club speed, but your attack angle is a bit too steep, which causes some added backspin and might be affecting your distance. Also, your club face is open at impact, leading to a push to the right. Work on squaring the club face and slightly adjusting your angle of attack for better performance.",club face alignment drill,1.1903353,69.998,101.33,83 +8/6/24 23:03:33,Jason,,7 Iron,82.58768933296204,-0.52,1.92,10.32,8.4,95.49480888968628,1.1562838197916845,17.670000076293945,8.720000267028809,3969.69775390625,78.30140686035156,3970.469970703125,Measured,-1.1299999952316284,17.43219501620308,126.35607786404488,8.84000015258789,19.42257187124937,138.89982337087986,8.739999771118164,21.11767160065324,"Your 7-iron shot shows a good club speed and ball speed, but your attack angle is slightly downward, which can lead to excessive spin and loss of distance. The club face is open at impact, causing the ball to spin right. Try to keep your club face square to the target line for more accuracy and distance.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:07:00,Brian,,7 Iron,74.48997981548308,-2.84,3.62,2.17,-1.4500000000000002,108.44667229296738,1.4558558421091992,14.979999542236328,2.240000009536743,3093.731689453125,-164.84291076660156,3098.1201171875,Measured,3.049999952316284,18.307085838349167,152.96368230767257,3.440000057220459,9.186351025156682,168.63516242545847,3.5199999809265137,10.367453270021088,"Your club speed is solid, and you're generating a good amount of ball speed for your 7-iron. However, your attack angle is slightly descending (-2.84°), which can lead to a lower launch. We might want to work on getting that angle more neutral or slightly upward for better launch height. Additionally, your spin rate is a bit high (3093 rpm), which may be causing your shots to balloon in the air. Focus on keeping the club face square to your swing path to reduce sidespin and improve direction.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:08:54,Lauren,,7 Iron,76.1453127002716,2.93,-0.13,2.37,2.5,103.16750118697291,1.354876584367943,12.670000076293944,1.9299999475479128,2927.3984375,-211.3792266845703,2935.02001953125,Measured,4.130000114440918,12.53280808090642,134.71128255601525,3.25,7.633420624134317,154.53848808202747,3.400000095367432,9.153542919174583,"Nice shot! Your club speed is solid for a 7-iron, and you're getting good distance. However, your attack angle is a bit positive, meaning you're hitting slightly up on the ball. Try to level it out for more control. Also, your backspin is relatively high, which can cause the ball to climb too much; aim for a lower spin rate. Work on keeping your club face more square to your swing path to reduce sidespin and improve accuracy.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:09:46,Jason,,7 Iron,75.20579944133758,-3.71,7.22,6.58,-0.6399999999999997,109.94542407188236,1.4619274695383375,19.13999938964844,6.309999942779541,3260.79541015625,17.073640823364258,3260.840087890625,Measured,-0.3000000119209289,26.01706062185167,160.9908163693308,6.679999828338623,18.733594344969102,174.879701522088,6.619999885559082,20.15529284353852,"Your 7 iron shot shows a solid swing speed and decent distance. However, your attack angle is slightly negative, which can lead to less optimal contact with the ball. Focus on a more neutral or positive attack angle to help increase launch and distance. Additionally, your club path and face angle indicate a slight fade; aim to align your club face more with your swing path to improve accuracy.",attack angle drill,1.1903353,69.998,101.33,83 +8/6/24 23:10:50,Brian,,7 Iron,80.77577090501785,-1.16,5.3,-0.93,-6.23,113.45741342857218,1.404597098330189,16.450000762939453,-0.1000000014901161,2424.91552734375,1007.4091796875,2625.85009765625,Measured,-22.559999465942383,20.4396325432524,164.11855098028173,-7.619999885559082,-21.762903595022863,181.0804867431998,-8.319999694824219,-26.2029728747666,"Your shot with the 7 iron shows a decent club speed, but the club path and face angle indicate that you might be over-drawing the ball. To improve your accuracy, try working on keeping your club path more neutral and ensuring that the club face is square to the target line at impact. Your ball's launch angle is good, but there's too much spin, which can affect distance. Focus on striking the ball more cleanly.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:11:28,Brian,,7 Iron,0.0,0.0,0.0,0.0,0.0,48.47441045899859,inf,28.46999931335449,19.26000022888184,6110.12109375,-3527.6796875,7055.35986328125,Estimated,30.0,6.780402046468112,40.68241436471044,25.57999992370605,17.56342848308236,46.51137090818884,26.21999931335449,20.548994287127243,"It seems like there may have been an issue with your swing, as the club speed and attack angle registered as zero. This likely means you may not have made solid contact with the ball. Focus on reducing any excessive movements and ensure you're making a clean strike. Aim to establish a consistent setup and practice swinging with intent. Your ball was launched at a high angle with significant backspin, which can lead to a loss of distance. Drive your hips through your swing while maintaining balance to improve your contact and distance.",slow motion swing,1.1903353,69.998,101.33,83 +8/6/24 23:12:04,Lauren,,7 Iron,78.22566348791122,-0.16,4.95,6.88,1.93,106.8808151547637,1.366313948507203,18.989999771118164,6.269999980926514,2511.27783203125,1083.60595703125,2735.090087890625,Measured,-23.34000015258789,21.81758550991117,153.1167874975563,-1.2200000286102295,-3.258967556354776,169.9256347578048,-2.009999990463257,-5.960192096259448,"Your club speed is solid, but your club path is aiming too much to the right, and your club face is open at impact, which can cause inconsistent shots. Focus on aligning your club path more towards your target and closing the club face slightly at impact. This should help you hit straighter and more consistent shots.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:13:14,Lauren,,7 Iron,75.83214161396026,-1.71,4.72,4.94,0.2200000000000006,106.74660443618632,1.4076696525281158,14.920000076293944,4.650000095367432,3501.999267578125,-393.43109130859375,3524.030029296875,Measured,6.409999847412109,18.110235116554804,147.6049839745283,7.300000190734863,18.744530727946767,162.0516058860303,7.46999979019165,21.062991771666702,"Your 7-iron swing shows promise, but there are a couple of areas to focus on. Your attack angle is slightly negative, indicating you're coming down too steeply on the ball. This can lead to excessive spin, as seen with your high backspin rate. Additionally, the club path and face angle show you're aiming a bit to the right, which can cause the ball to drift off target. Try to work on a more level swing path and keeping the face straighter at impact. This should help you achieve better distance with less spin.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:13:25,Brian,,7 Iron,0.0,0.0,0.0,0.0,0.0,37.71474790252614,inf,15.43000030517578,-0.3700000047683716,11265.767578125,-491.87396240234375,11276.5,Estimated,2.5,1.4216971948808066,17.90245009768455,-0.1400000005960464,-0.0437445297000289,23.74234302414061,-0.0799999982118606,-0.0328083972750217,"It looks like you didn't make a solid swing with your 7-iron, leading to very low club speed and virtually no distance. Focus on making a full swing by engaging your body and stepping into the shot. Try to find a balanced stance to ensure better control and power.",full swing drill,1.1903353,69.998,101.33,83 +8/6/24 23:14:21,Jason,,7 Iron,73.3491422867775,-6.87,8.74,6.52,-2.2200000000000006,108.40193254236328,1.4778895725670222,18.13999938964844,6.449999809265137,2406.302001953125,274.1634521484375,2421.8701171875,Measured,-6.5,21.675414617103343,160.32371160900584,4.670000076293945,13.046806608396764,178.0511733213425,4.420000076293945,13.735783091726148,"Your club speed is decent, but your attack angle is too negative, which means you're hitting down on the ball too much. This can cause low shots with less distance. Focus on having a more level or slightly upward angle of attack. Your club path is also quite inside-out, which could lead to pulls or hooks. Work on getting a more neutral swing path. Additionally, your ball speed is good, but you can improve distance with better impact. Try to keep the clubface more aligned with the path to reduce sidespin. Overall, practice your swing path and strike for better direction and distance.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:16:51,Brian,4 Hybrid,4 Hybrid,80.61918536186218,-2.32,2.79,-1.2,-3.99,112.24946576196636,1.3923418508650327,12.720000267028809,-0.6399999856948853,2440.12109375,-54.52188873291016,2440.72998046875,Measured,1.2799999713897705,14.741906337800629,156.34295998481502,-0.270000010728836,-0.7436570293446536,177.5699808139325,-0.2199999988079071,-0.6999124752004633,"Your shot data shows a few areas for improvement. Your club speed is decent, but your attack angle is slightly negative, which suggests you're hitting down on the ball. This can lead to lower launch angles and less distance. Try to increase your attack angle by focusing on sweeping the ball off the turf instead of hitting down too much. Your club path is slightly to the right, and the club face is a bit closed at impact, which may result in a slight hook. Work on aligning your club face more with your intended path. Overall, aim for a smoother, more sweeping motion to improve both launch and distance.",sweep the ball drill,1.1903353,69.998,101.33,83 +8/6/24 23:18:04,Herald,4 Hybrid,4 Hybrid,83.3706170487404,-0.47,1.88,-1.88,-3.76,117.88654633955866,1.4140059233415467,13.720000267028809,-1.309999942779541,2527.22412109375,827.9773559570312,2659.39990234375,Measured,-18.13999938964844,18.26334239234029,169.58661731500615,-7.46999979019165,-22.047243294736745,188.7795168001176,-8.079999923706055,-26.54199448936879,"Your shot data reveals a few key areas for improvement. First, your attack angle is slightly negative, which means you might be hitting down on the ball a bit too much with your hybrid. Try to have a more neutral or slight upward angle at impact to help increase your launch and distance. Also, your club face was closed relative to the path, causing some left-side spin. Focus on aiming the club face square to your target at address. Finally, your carry distance is good, but the direction is off. Work on your swing path to help straighten out those shots.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:19:37,Lauren,4 Hybrid,4 Hybrid,81.5586986207962,0.31,0.82,1.83,1.0100000000000002,113.45741342857218,1.3911135825755108,11.229999542236328,1.6100000143051147,3336.52587890625,-584.1173706054688,3387.27001953125,Measured,9.93000030517578,14.807523592715713,154.15573345092525,5.25,14.09667538638189,171.1395461516022,5.590000152587891,16.66666593793184,"Your shot shows good club speed and decent carry distance, but the backspin is high, which can cause the ball to balloon into the air. Focus on lowering your attack angle a bit to keep the ball flight more penetrating. Also, let's work on closing the clubface more at impact to reduce that sidespin, which is causing the ball to curve a bit to the left.",attack angle adjustment drill,1.1903353,69.998,101.33,83 +8/6/24 23:20:33,Herald,4 Hybrid,4 Hybrid,80.50733854532243,2.17,1.01,7.51,6.5,119.0273801136409,1.4784662151840138,11.649999618530272,6.300000190734863,3590.740234375,-933.9793090820312,3710.219970703125,Estimated,14.579999923706056,17.913384394760442,165.68240994215012,12.520000457763672,35.925194150418065,180.8836276777984,12.970000267028809,40.61679606684447,"Your shot data shows good speed and power, but your ball is spinning too much and is veering off to the side. To improve accuracy, focus on aligning your clubface more with your swing path and reducing backspin. Practice hitting with a smoother, more controlled swing to help control your ball flight and direction.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:22:07,Herald,4 Hybrid,4 Hybrid,80.95472581148147,-2.48,6.86,10.15,3.29,105.4268116596877,1.3022934807437203,16.329999923706055,9.1899995803833,1778.4151611328125,100.98572540283205,1781.280029296875,Measured,-3.25,15.835519604745514,148.92824668269168,8.699999809265137,22.51749733326733,171.5004405321597,8.550000190734863,25.48118828545512,"Your swing speed and ball speed are solid, showing good power! However, the attack angle is slightly negative, which means you're hitting down on the ball a bit too much. This can cause a lower flight and may contribute to some unwanted spin. Working on leveling out your swing through a proper shoulder turn can help. Additionally, your club path suggests you're swinging a bit too far to the right (6.86 degrees out-to-in), which can lead to accuracy issues. Focus on aligning your path more towards your target.",shoulder turn check,1.1903353,69.998,101.33,83 +8/6/24 23:23:33,Jason,4 Hybrid,4 Hybrid,80.64155472517012,-1.37,1.62,-2.64,-4.26,117.75232708774638,1.4601941578265865,5.099999904632568,-1.9600000381469729,2603.2265625,30.89716529846192,2603.409912109375,Measured,-0.6800000071525574,5.227471645445746,130.36963655126692,-2.150000095367432,-4.899387456772104,170.6911607072234,-2.190000057220459,-6.50699872973189,"Your shot data shows that you’re swinging with decent speed, but your launch angle is too low, which might be limiting your distance. Your club face is also aiming slightly left at impact, leading to some side spin and deviation. Focus on getting the face square to the target at impact and increasing your launch angle for better carry and overall distance.",face alignment drill,1.1903353,69.998,101.33,83 +8/6/24 23:27:53,Lauren,5 Wood,5 Wood,81.20078880786895,-1.15,3.36,-2.27,-5.63,114.84431156435949,1.4143250730740466,8.520000457763672,-1.4500000476837158,2711.13330078125,1341.6922607421875,3024.9599609375,Measured,-26.32999992370605,8.869203219460701,137.98118388797047,-8.930000305175781,-21.412947683344782,170.1334239484786,-10.399999618530272,-30.708660452376307,"Your shot shows a decent swing speed and ball speed, but your attack angle is downward, which can lead to lower launch and more backspin. Try to focus on hitting up on the ball a bit more, as that will help your launch angle and carry distance. Your club face is slightly closed relative to your swing path, which could be contributing to the sidespin and direction issues. Working on your club path and face alignment can help you straighten out your shots.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:35:05,Herald,,Driver,81.49159053087234,4.95,-8.21,-3.28,4.9300000000000015,120.90640697283834,1.4836672862218103,13.510000228881836,-3.7200000286102295,3899.5400390625,-1027.3909912109375,4032.610107421875,Measured,14.760000228881836,22.95494222286493,172.03630035314563,2.569999933242798,7.720909602053837,185.2362204950332,3.0299999713897705,9.798774913544207,"Your swing speed is decent for generating distance, but your club path and face angles indicate you're slicing the ball, leading to a loss of accuracy. Focus on achieving a more neutral club path and ensuring your clubface is square at impact to improve both direction and distance.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:38:59,Jason,,Driver,0.0,0.0,0.0,0.0,0.0,97.37383574888372,inf,15.199999809265137,-0.6800000071525574,4563.88134765625,425.7887573242188,4583.7001953125,Measured,-5.329999923706055,15.693350797839456,125.98424501460796,-2.7300000190734863,-6.003936585219208,138.05773648291233,-2.890000104904175,-6.966316385284813,"It looks like your club speed didn't register, which might indicate an issue with your swing motion or address position. The ball speed is decent, but the high backspin suggests the ball is climbing too much, leading to a shorter carry distance. Focus on making solid contact and ensuring you're hitting the ball with a slightly downward angle to reduce backspin and achieve better distance.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:39:43,Jason,,Driver,85.38385974645615,3.75,-5.53,-3.54,1.99,124.59735533194451,1.4592612198831398,15.119999885559082,-3.5999999046325684,999.9995727539062,577.3499145507812,1154.699951171875,Estimated,-30.0,15.96675411457568,177.6137346894502,-8.710000038146973,-26.90288678402453,207.9068188463807,-9.460000038146973,-34.16447820905,"Your driver swing shows potential but needs improvement in path and face angle. With a club path of -5.53 degrees, it suggests you're swinging too much from the outside to the inside, causing your ball to slice. A more neutral swing path will help improve accuracy and distance. Also, your launch angle is decent, but the low backspin indicates you might need to strike the ball cleaner. Focus on center contact for better results.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:40:52,Jason,,Driver,0.0,0.0,0.0,0.0,0.0,127.30404624423043,inf,15.220000267028809,-4.690000057220459,2806.11962890625,-136.751220703125,2809.449951171875,Measured,2.789999961853028,27.198162866716075,197.14566830457443,-3.869999885559082,-13.298337159177663,214.18416500604144,-3.75,-14.00918640846237,"It looks like you didn't register any club speed, which usually means the driver wasn't swung. The ball speed detected means the ball was hit, but no swing motion was captured. Focus on making a full swing with your driver to generate speed and accuracy. Aim for a neutral path and face angle, and practice hitting the ball consistently with your setup to improve your launch angle and spin.",full swing practice,1.1903353,69.998,101.33,83 +8/6/24 23:41:58,Jason,,Driver,91.35647974967958,0.25,-3.13,-3.38,-0.25,133.25429654281652,1.4586189935069591,15.270000457763672,-3.1700000762939453,2137.18017578125,-446.0909423828125,2183.239990234375,Estimated,11.789999961853027,27.045055590930588,213.76858662469385,0.8399999737739563,3.1386699509777145,233.2895901145457,1.2000000476837158,4.866578829314562,"Your driver swing shows some areas to work on for better consistency. Your clubhead speed is decent, but the club path and face angles indicate that you're slicing the ball slightly. Focus on improving your club path to approach neutral, and work on opening your clubface at impact. To help correct your path, try a swing drill that encourages an inside-out swing motion.",inside-out swing drill,1.1903353,69.998,101.33,83 +8/6/24 23:44:49,Jason,,Driver,91.49069592952728,1.43,-14.97,-2.3,12.670000000000002,116.2983235926704,1.2711491852925867,14.0600004196167,-3.759999990463257,1869.1317138671875,370.0980224609375,1905.4200439453125,Estimated,-11.199999809265137,16.294837260298436,167.6946543483973,-6.860000133514404,-20.03499471668601,191.1307953363776,-7.210000038146973,-23.99387566082328,"Your swing has a lot of potential! Your club speed is solid, but the club path and face angle are causing some slice, which leads to your shots veering off to the left. Focusing on aligning your swing path will help straighten out your shots. Try to bring the club back more on the inside and finish your swing fully to promote a better angle.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:45:15,Brian,,Driver,0.0,0.0,0.0,0.0,0.0,67.60021438065132,inf,,-20.5,999.9898681640624,-415.6413879394531,1082.9300537109375,Estimated,22.56999969482422,,,,,,,,It looks like there may have been an issue recording your shot data since values like club speed and attack angle are showing as zero. Make sure your equipment is set up correctly and try a few more swings. Focus on creating a stable base and aim to make solid contact with the ball. Consider checking your grip and stance before each shot.,grip and stance check,1.1903353,69.998,101.33,83 +8/6/24 23:45:40,Jason,,Driver,95.42770387172698,2.54,-4.98,-4.74,0.2400000000000002,124.7539401924414,1.3073136534871936,16.190000534057617,-4.519999980926514,1930.606201171875,-755.0419311523438,2073.0,Estimated,21.36000061035156,23.49081247335971,192.7056011107325,2.0199999809265137,6.780402046468112,213.07960492661005,2.680000066757202,9.95188114637881,"Your driver swing shows a good club speed, but the club face and path angles indicate that you're fading the ball to the left. Aim to square the club face at impact and work on getting your club path more neutral. This should help you hit straighter shots with more distance.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:49:55,Lauren,,9 Iron,74.78078153848648,-0.45,5.24,5.52,0.2799999999999993,87.35236201090902,1.1681124510039052,23.100000381469727,5.190000057220459,3567.973388671875,1735.5941162109375,3967.7099609375,Estimated,-25.940000534057617,18.72266004789321,111.57042182253008,-3.130000114440918,-6.102361946116389,122.39719483400586,-3.900000095367432,-8.3223971074637,"You have a solid swing, but your attack angle is slightly negative, which means the club is coming down a bit too steep on the ball. This can lead to too much backspin and less distance. Try to adjust your setup to promote a more level swing, which can help reduce spin and increase your carry distance. Additionally, your ball is starting a little to the right, so focus on aligning your clubface more towards your target at address.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:51:33,Herald,,Gap Wedge,68.60683726549149,-0.62,6.71,11.83,5.12,78.80726590992981,1.1486794764341808,32.11000061035156,10.5600004196167,4870.5712890625,321.7953186035156,4881.18994140625,Estimated,-3.7799999713897705,24.2125970626712,95.20996835026745,10.420000076293944,17.224408954381943,101.5529286359906,10.25,18.06649167054593,"Your gap wedge shot shows good ball speed and carry distance, but the club face is aimed significantly left relative to your swing path. This can cause inconsistent shots and affect your accuracy. Focus on squaring the club face at impact for straighter shots. Practice aligning your body and club face better throughout your swing.",face alignment drill,1.1903353,69.998,101.33,83 +8/6/24 23:52:17,Herald,,Gap Wedge,70.86614295959473,1.59,-3.59,4.77,8.36,80.97709688143641,1.1426767917594525,25.479999542236328,3.470000028610229,6444.89697265625,1493.846923828125,6615.759765625,Estimated,-13.050000190734863,19.68503880500793,96.76290553047056,-1.2699999809265137,-2.1434820449300105,102.56998930799364,-1.5399999618530271,-2.755905411842093,"Your shot with the gap wedge was solid, showing good ball speed and decent carry distance. However, your attack angle and club path suggest a slight pull to the left. Focus on aligning your setup and practicing a more neutral club path to improve accuracy. Working on your spin rate could also help with consistency in controlling the ball's flight.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:53:07,Lauren,,Gap Wedge,70.19506206035614,2.05,-0.31,-1.63,-1.3199999999999998,86.88260742941839,1.2377310437408506,29.31999969482422,-1.3799999952316284,5388.5751953125,289.005126953125,5396.31982421875,Estimated,-3.069999933242798,26.90288678402453,108.54111674427986,-2.819999933242798,-5.347768729347365,114.69815643348102,-2.859999895095825,-5.730533268482986,"Your gap wedge shot shows good potential but needs some adjustments. Your club speed is solid, but the club face being closed at impact (-1.63 degrees) means the ball is likely starting left of your target. Additionally, your attack angle is slightly positive, which is good for launching the ball, but it could be better with more downward angle. Work on getting the clubface more square at impact to improve accuracy.",face alignment drill,1.1903353,69.998,101.33,83 +8/6/24 23:53:45,Herald,,Gap Wedge,67.77917082309723,-6.68,-9.34,4.79,14.13,77.75590310382086,1.1471946640770034,32.220001220703125,2.759999990463257,6228.64404296875,115.24609375,6229.7099609375,Estimated,-1.059999942779541,23.92825736295731,90.5402433715999,2.7100000381469727,4.276027967620081,94.89281950162058,2.6700000762939453,4.429133939716962,"Your gap wedge shot shows some good characteristics, but there are areas to improve. Your club speed is decent for this shot, but the negative attack angle indicates you're hitting down on the ball too steeply, which can lead to inconsistent strikes. Try to adjust your club path to be less out-to-in; this will promote a straighter ball flight. Also, your backspin is quite high, which might make the ball stop quickly but could also prevent it from carrying as far as it could. Focus on improving your impact position for a better strike.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:55:28,Brian,56,Sand Wedge,67.82390954971314,-3.22,-4.24,0.96,5.2,73.03597461376012,1.07684701602503,28.309999465942383,0.2599999904632568,7155.0654296875,132.38729858398438,7156.2900390625,Estimated,-1.059999942779541,18.055555287568268,82.6443542492807,-0.0900000035762786,-0.1421697194880806,87.55467548165325,-0.1099999994039535,-0.1749781188001158,"Your shot with the sand wedge shows you're generating good speed and launch angle, but your attack angle is a bit too steep, which can lead to excessive backspin. This can make it harder to control your shots. Focus on a more level swing path to improve distance and accuracy. Also, your club path suggests you're aiming left, so practice a more neutral path to help straighten out your shots.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:56:10,Brian,56,Sand Wedge,63.90927097082138,-8.45,7.98,9.09,1.1099999999999994,61.80654894256213,0.9670983255431082,38.63999938964844,8.460000038146973,4397.0078125,330.6126708984375,4409.419921875,Estimated,-4.300000190734863,18.307085838349167,67.36657557508352,8.079999923706055,9.470690724870565,70.64741537591817,7.989999771118164,9.820646636548643,"Your club speed is good for a sand wedge, but your attack angle is quite steep, which may lead to inconsistent contact. The ball is spinning a lot, indicating that your club face is likely open at impact. Focus on promoting a flatter swing path and try to stabilize your club face at impact for more controlled shots. Also, practice keeping your body balanced during the swing to help improve accuracy.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:56:39,Herald,56,Sand Wedge,61.53811846017838,-4.28,-3.11,-0.45,2.66,52.970652995891214,0.8607779100391051,33.0,-0.7599999904632568,1966.7374267578125,139.9424591064453,1971.7099609375,Estimated,-4.070000171661377,10.269028952074793,53.1167960417688,-1.3799999952316284,-1.279527475392726,63.42956948280335,-1.4700000286102295,-1.629483778177388,"Your shot shows good potential but could use some adjustments. The club speed is decent, but the attack angle is a bit too steep, meaning you're hitting down on the ball more than needed. This can lead to excessive spin and affect your distance. Additionally, your club path is slightly out-to-in, which can cause unwanted side spin. Focus on hitting more level through the ball to improve direction and distance.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:56:43,Jason,56,Sand Wedge,0.0,0.0,0.0,0.0,0.0,94.10791075389898,inf,20.46999931335449,8.0,3177.646484375,1834.6148681640625,3669.22998046875,Measured,-30.0,18.307085838349167,122.62685261883144,-1.5700000524520874,-3.368328778754176,135.10498399960397,-2.5199999809265137,-5.949256234757229,"It looks like you didn't hit the club in this shot since your club speed and attack angle are both zero. Make sure to focus on making contact with the ball next time. For your sand wedge, try to ensure your club is coming down at a slight angle to help get under the ball, which will help it pop up in the air effectively.",contact drill,1.1903353,69.998,101.33,83 +8/6/24 23:57:03,Brian,56,Sand Wedge,57.33267815828323,-7.04,-2.4,29.94,32.34,44.38081714430791,0.7740928658832575,27.0,24.290000915527344,1000.0008544921876,-239.7097930908203,1028.3299560546875,Estimated,13.479999542236328,4.855642967812344,35.137795435044154,25.600000381469727,15.179352270349112,47.67060247299969,25.780000686645508,20.73490654004217,"Your swing shows a couple of things to work on. The clubface was open at impact, which is causing the ball to go off to the right (slices). Try to square the face to your target. Your attack angle is quite steep; you might want to shallow it out a bit for cleaner contact. Also, the backspin is lower than usual, which could affect your stopping power on the green. Focus on a more level swing path with a squarer clubface at impact for better results.",face alignment drill,1.1903353,69.998,101.33,83 +8/6/24 23:57:51,Brian,56,Sand Wedge,51.82981478452683,0.0,-11.98,19.8,31.78,40.756978411107866,0.7863616449440868,16.149999618530273,14.770000457763672,3531.9375,-1895.3958740234373,4008.3798828125,Estimated,28.21999931335449,1.695100511617028,21.53324581019729,17.09000015258789,6.33202077389285,28.510497535508875,17.6200008392334,8.62860853018202,"It looks like you had a strong swing speed, but the ball didn’t go as far as you might want. The club path being so far left (-11.98 degrees) indicates you may be swinging across the ball, which can lead to slices. Additionally, the club face angle is too open (19.8 degrees), causing the ball to launch right. A good first step is to work on your swing path and ensure your face is square at impact.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:58:23,Brian,56,Sand Wedge,47.355942122936256,0.03,-20.0,-16.24,3.7600000000000016,44.29133764309972,0.9352857457279428,34.16999816894531,-15.850000381469728,5508.89501953125,-269.429931640625,5515.47998046875,Estimated,2.799999952316284,7.720909602053837,37.23753090511264,-16.1299991607666,-10.34558154701665,42.377514094114304,-15.970000267028809,-11.657917258760335,"Your shot shows that your club face is significantly closed to the swing path, which is causing your ball to start left and curve further left. Try to align your club face more square at impact. Additionally, your attack angle is almost level, so focus on making a slightly more descending strike to get better quality contact and control. This will help lower your backspin and give you more distance.",club face alignment drill,1.1903353,69.998,101.33,83 +8/6/24 23:58:46,Brian,56,Sand Wedge,48.74284264802933,-4.98,-14.98,-10.58,4.4,43.12813399371544,0.8848095771751037,39.560001373291016,-10.56999969482422,1740.295654296875,-151.64402770996094,1746.8900146484375,Estimated,4.980000019073486,8.803587007496503,37.3031492029786,-10.380000114440918,-6.725721696006133,45.35214351518152,-10.210000038146973,-8.038057407749818,"Your swing shows you have a high attack angle and an aggressive club path, which is pulling the shot to the left. To improve, focus on bringing your club on a straighter path and aim to keep the clubface square to that path as you strike the ball. This will help you gain better control and accuracy over your shots.",swing path drill,1.1903353,69.998,101.33,83 +8/6/24 23:59:21,Brian,56,Sand Wedge,45.99141096115112,-3.61,9.14,2.56,-6.58,39.10164603831345,0.8501945302644129,25.290000915527344,3.25,1969.033447265625,712.0027465820312,2093.81005859375,Estimated,-19.8799991607666,3.433945772931537,26.55293087234645,1.7100000381469729,0.7983377057287839,29.833770673181107,1.5299999713897705,0.7983377057287839,"Your sand wedge shot shows that you're generating decent club speed, but your attack angle is slightly too steep, which can cause you to hit the ball down into the ground. Your club path is aimed a bit to the right, which might cause the ball to slice. Focus on lowering your attack angle and aligning your club path more towards your target for better accuracy and distance.",swing path drill,1.1903353,69.998,101.33,83 +8/7/24 00:00:17,Lauren,56,Sand Wedge,60.1959566617012,-9.8,-1.63,7.51,9.14,56.75107658958814,0.9427722348284427,36.68000030517578,5.96999979019165,2853.06005859375,563.3687744140625,2908.14990234375,Estimated,-11.170000076293944,14.107610726408666,59.36132679479124,4.079999923706055,4.22134709568266,67.16972485328915,3.7799999713897705,4.429133939716962,"Your sand wedge shot shows promise, but your attack angle is quite steep at -9.8 degrees, which can lead to too much downward contact. This is causing a high backspin rate and can affect distance. Aim to flatten your swing a bit and keep your clubface more square at impact to control the ball better. A slight adjustment can help you achieve a more predictable outcome.",swing path drill,1.1903353,69.998,101.33,83 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_4.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_4.csv new file mode 100644 index 0000000000..d8820bd9aa --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_4.csv @@ -0,0 +1,68 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +7/31/24 19:46:32,Jason,,7 Iron,130.67376950859307,-5.463913440704346,1.4884170293807983,2.5645759105682373,1.076158881187439,92.49460882962649,0.7078284278280047,15.37328815460205,2.292842149734497,3138.176513671875,306.779296875,3153.1357421875,Estimated,-5.583333969116211,12.46161833941403,117.0700853972594,0.754073441028595,1.540681333987365,133.01163138895026,0.5503637790679932,1.2777324265511822,"Your club speed is strong, but your launch angle and ball speed could be improved for better distance. Work on getting your attack angle closer to neutral (0 degrees) for more optimal contact. This can help increase your carry distance and overall accuracy.",attack angle adjustment drill,1.1913916,70.0,101.325,73 +7/31/24 19:46:58,Brian,,7 Iron,65.47857911988513,-2.487455606460572,-1.230146050453186,3.9261159896850586,5.156261920928955,83.60094714926981,1.276767887650774,16.549287796020508,3.0710763931274414,2406.00390625,-150.41136169433594,2410.700927734375,Estimated,3.577191114425659,9.938744137034291,98.59265021909778,3.948386907577514,6.7888718506033,116.90504884925394,4.055502414703369,8.267802278974273,"Your swing speed is decent, but the club path and face angles suggest you're aimed a bit left with an open face, causing a fade. Try to focus on aligning your body better and ensuring the clubface is square at impact. A slight upward attack angle would also help you get more distance.",alignment drill,1.1913916,70.0,101.325,73 +7/31/24 19:47:29,Brian,,7 Iron,62.79744524613807,-0.4604516923427582,-3.802584171295166,2.681905746459961,6.484489917755127,84.85868624154318,1.351307937909494,13.924854278564451,1.7271723747253418,2180.8720703125,-188.3817749023437,2188.9931640625,Estimated,4.936903476715088,7.605657793057276,93.76589021161271,2.714186191558838,4.440320109431525,121.18273276214131,2.9218811988830566,6.177251555872488,"Good effort with your 7 iron! Your club speed is decent, but your attack angle slightly downward suggests you might be hitting behind the ball. Focus on making sure the clubface is square to the path during your swing to reduce sidespin, which is causing some left-side shots. Practice a smoother takeaway to help with your swing path and improve your overall accuracy.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 19:48:27,Brian,,7 Iron,64.76716759251758,-2.134370803833008,-2.338614225387573,-1.767001390457153,0.5716128349304199,80.69306815764139,1.2458946586227386,10.463260650634766,-1.7440788745880127,1273.843017578125,735.4534912109375,1470.9071044921875,Estimated,-30.0,3.3367586554722948,63.21938150509459,-4.647597789764404,-5.122477258400863,99.89284285369013,-5.730152606964111,-9.973703850691663,"Your shot data shows a few areas for improvement. The club speed is solid, but the attack angle is slightly negative, which means you're hitting down on the ball too much. This can cause low launch and less distance. Also, the club path is slightly to the left (negative), which indicates you're swinging across the ball — this can lead to hooks or pulls. Aim for a more neutral swing path. Focus on keeping a slightly upward angle on your swing to help with distance and direction.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 19:49:29,Brian,,7 Iron,65.97161663281258,-4.140535354614258,1.2515361309051514,3.2004857063293457,1.9489495754241943,84.65700323457622,1.283233723159514,12.816304206848145,2.785552740097046,1468.3160400390625,-624.7774658203125,1595.712646484375,Estimated,23.05005073547364,5.685011591215584,83.05039588773798,5.923145294189453,8.570358158841486,119.54711043579393,6.882819175720215,14.326440595148595,"Your swing speed is solid, but your attack angle is a bit steep, which might lead to less distance. The club face is slightly open to your swing path, contributing to some offline shots. Focus on creating a more neutral swing path and working on your follow-through to improve accuracy and consistency.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 19:49:53,Jason,,7 Iron,74.0262053250135,0.0841974392533302,-4.117635250091553,15.61061668395996,19.728252410888672,83.22602240727247,1.1242778424460227,7.4347639083862305,12.307687759399414,5953.98486328125,-2018.025146484375,6286.68115234375,Estimated,18.72341537475586,3.768668083248997,73.71545982183216,17.26983070373535,21.88406737110972,97.25643823274912,18.423093795776367,30.73610674785982,"Your shot data shows that your club speed is decent, but the club path is significantly out to the right (negative angle), causing a push to the right. The face angle is even more open, leading to high sidespin and unpredictable direction. Focus on correcting your swing path and club face alignment for better accuracy and distance. A good drill for you is the 'swing path drill,' which will help you improve your swing direction and face control.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 19:50:37,Herald,,7 Iron,69.55434650686038,5.233762264251709,-5.424313068389893,3.566206216812134,8.990519523620605,79.68070223504583,1.145589114652765,9.229848861694336,2.2506346702575684,1918.646484375,899.0692749023438,2118.85107421875,Estimated,-25.10758209228516,2.934634340538196,60.937042022317655,-0.7306137084960938,-0.7772575172614538,95.05806463980298,-1.8332300186157229,-3.0410630457873538,"Your shot data shows that your club speed is decent, but your attack angle is a bit steep for a 7 iron. This can cause the ball to launch lower than desired. Additionally, your club path is moving too much to the left (negative value), leading to a slight pull. Focus on straightening your club path and slightly lowering your attack angle to achieve better launch and direction.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 19:51:21,Brian,,7 Iron,62.365040633824265,-5.191579341888428,3.074093103408813,1.165247678756714,-1.9088454246521,80.47148564687723,1.2903300443491217,11.962801933288574,1.3418129682540894,2158.692138671875,168.6655731201172,2165.271240234375,Estimated,-4.467628002166748,5.108352053093029,77.29782923886341,0.6449805498123169,0.8702303961175062,108.18942536232952,0.4329586923122406,0.8179576325885805,"You have a solid swing speed, but your attack angle is too steep (-5.2 degrees), which often leads to contacting the ball with a downward strike. This can cause the ball to lose distance and height. Try to level out your swing a bit more. Your launch angle is okay, but a little higher would improve carry distance. Work on aligning your club path and face more consistently to reduce the sidespin. Focus on these adjustments and you'll see improvements in distance and accuracy.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 19:52:18,Lauren,,7 Iron,69.80826997791246,1.11073100566864,1.5061115026474,4.8917083740234375,3.385596752166748,87.41516661980586,1.2522179198462342,16.08123207092285,4.206615447998047,1878.6700439453125,-128.4530792236328,1883.056396484375,Estimated,3.911481380462648,9.927105848111182,104.73950236405652,5.074700832366943,9.264746514311923,128.0188252570033,5.193653106689453,11.588626730829104,"Great job with your 7 iron! Your club speed is decent, and you're making solid contact, as indicated by your ball speed and smash factor. However, your club face is open at impact, which is causing the ball to slice to the right. Focus on closing the club face a bit more at impact to improve your accuracy and direction.",club face drill,1.1913916,70.0,101.325,73 +7/31/24 19:52:53,Jason,,7 Iron,72.97324680397742,0.1654268354177475,-3.232875108718872,1.332017183303833,4.564892292022705,97.92443419785924,1.3419223960379112,15.416401863098145,0.6896291971206665,3119.116455078125,-492.2471923828125,3157.719970703125,Measured,8.96823787689209,14.455490122875176,129.14274250485596,3.541105270385742,7.97648471636586,144.90430854826445,3.836093425750733,9.694450622442789,"Great job on getting the ball speed up to nearly 98 mph! However, your attack angle is nearly flat, which can limit your distance and trajectory. Additionally, a slight out-to-in swing path (negative club path) is causing some unwanted sidespin, resulting in a leftward curve. Focus on maintaining a more neutral swing path and adding a bit more angle at impact to help improve your launch conditions and distance.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 19:53:52,Herald,,7 Iron,70.59819153301851,-2.6880452632904053,-2.7722411155700684,1.0071452856063845,3.779386520385742,96.21803468077906,1.362896592553341,14.52444553375244,0.4804097712039947,3260.1572265625,24.942401885986328,3260.252685546875,Measured,-0.438342809677124,12.986369690526317,123.71691985276811,0.3647689521312713,0.7876286860440018,139.90232444853154,0.3466151356697082,0.8470601992615343,"Your shot data indicates that your ball speed is good relative to your club speed, which means you're making decent contact. However, your attack angle is slightly negative, which might lead to more of a downward strike on the ball. This could be affecting your backspin, which is on the higher side. Work on your club path being more neutral (closer to zero) to improve your accuracy and consistency. Lastly, try to increase your launch angle slightly for better distance and accuracy.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 19:55:57,Lauren,,7 Iron,71.55683647527303,-0.387246310710907,0.2240932881832122,5.88931131362915,5.665217876434326,108.1344156281084,1.511168197960722,11.1925048828125,4.865653991699219,1068.1971435546875,-616.7239990234375,1233.4478759765625,Measured,30.0000057220459,7.155436233645844,117.63959498559144,8.777739524841309,17.952031982746348,169.78863272958188,9.990228652954102,29.455027231181703,"Your club speed is good for a 7 iron, but your attack angle is slightly negative, meaning you're hitting down on the ball more than ideal. This can lead to less distance. The face angle indicates you're likely aiming a little to the right, which is causing some sidespin and a significant deviation in carry distance. Focus on swinging with a slightly upward angle and ensuring your clubface is aligned with the target at impact.",attack angle drill,1.1913916,70.0,101.325,73 +7/31/24 20:02:26,Brian,,7 Iron,68.6091584760502,-1.424451470375061,-1.1223756074905396,6.078583240509033,7.200958728790283,91.8107639176178,1.3381706751244693,17.583572387695312,4.852646827697754,4116.6875,-1235.40673828125,4298.06298828125,Measured,16.70435905456543,15.286765781971212,116.38260554844965,10.903185844421388,22.01381046117467,128.4370652490088,11.39711856842041,25.38019935128318,"Your club speed is decent, but there are a few areas we can improve. The negative attack angle means you're hitting down on the ball, which can lead to excessive backspin. You also have a significant amount of sidespin, which is causing your shots to veer left. Focusing on a more neutral path and ensuring the clubface is square at impact will help straighten your shots.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:03:09,Brian,,7 Iron,69.90118837278715,5.229072093963623,-3.041921854019165,-1.5982547998428345,1.4436670541763306,89.99603498342549,1.287475035524022,9.013721466064451,-1.6934692859649658,2642.853759765625,-6.403030872344971,2642.861572265625,Estimated,0.138814315199852,4.769190161596839,88.17275320678709,-1.6893388032913208,-2.599352226333337,121.51613495737638,-1.6751463413238523,-3.5520341475969417,"Your 7 iron shot shows good power, but the club path suggests a slight slice since it's coming from the outside. Your launch angle is a bit low, which could explain why you're not maximizing distance. Focus on adjusting your swing path to be a bit more inside-out and try to lift the ball slightly for a better launch angle. Overall, great effort! Let's work on consistency with these adjustments.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:04:59,Jason,,7 Iron,71.1028555785033,-1.7472357749938965,-6.158811092376709,3.3009848594665527,9.459795951843262,92.70401441418198,1.303801565491688,17.392019271850586,1.94087028503418,1925.94921875,-48.62606048583984,1926.56298828125,Measured,1.4462875127792358,13.088841700856392,121.10975957463596,2.3274245262146,4.918342567627292,142.37275803747434,2.365129947662353,5.8753631645715245,"Your 7 iron swing is solid, but we need to focus on your club path and attack angle. The negative attack angle (-1.75°) suggests you're hitting down on the ball a bit too much, which can lead to less distance. Also, the club path is aiming left (-6.16°), causing the ball to curve. Aiming more straight and hitting slightly upward will help improve both distance and accuracy.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:05:37,Herald,,7 Iron,92.98968151907866,8.137763977050781,-5.566732883453369,0.9361234903335572,6.502856254577637,97.79419996674731,1.0516672212355402,16.084259033203125,0.0724045038223266,2020.277099609375,-45.529823303222656,2020.7900390625,Measured,1.2910236120224,13.429840750336098,130.26257138524034,0.3866430222988128,0.8786574392664193,151.38492166356264,0.4288719296455383,1.1337800432633145,"Your shot with the 7 iron shows a good club speed and decent carry distance. Your ball speed is solid, indicating you’re making good contact with the ball. However, your club path is negative, which suggests that the club is moving too much to the left during the swing, causing a slight hook (left spin). Focus on improving your swing path to help straighten out your shots. Work on hitting more consistently with a neutral path to keep your shots in line.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:06:17,Herald,,7 Iron,73.00241340088087,0.8176588416099548,-2.205431699752808,-2.323730230331421,-0.1182985305786132,103.4899124013682,1.4176231658680951,14.925654411315918,-2.1847238540649414,2263.7236328125,689.5737915039062,2366.4228515625,Measured,-16.94174575805664,14.092172967412353,139.11115859456186,-6.887776374816895,-16.68296100255543,159.75995076595063,-7.477401733398437,-20.790420729736525,"Your 7-iron swing needs some adjustments to improve consistency. Your club path is slightly out to in (-2.2 degrees), which is causing the ball to curve left. Aim to keep your club path more neutral. Also, the face angle at impact is slightly closed, contributing to the left spin. Focus on a more balanced swing and aim for a straighter path. Your smash factor of 1.42 indicates good contact, but better alignment will enhance distance and accuracy.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:07:05,Jason,,7 Iron,73.34470705260355,1.4524685144424438,-0.1274093240499496,-0.0826786756515502,0.0447306483983993,103.17169953854592,1.4066686429676534,15.85877799987793,-0.0838564857840538,2727.347412109375,292.52081298828125,2742.98974609375,Measured,-6.121838569641113,16.58259053825816,142.75948422554575,-2.015379905700684,-5.020518379906093,159.66106233486062,-2.212754964828491,-6.164527555078337,"Your shot data shows that you're generating decent speed with your 7 iron, but there's room for improvement in your accuracy. Your club path and face angle are slightly misaligned, contributing to the ball veering off target. Focus on getting the club face square at impact and maintaining a consistent path. Practicing with alignment sticks can help you visualize better aim and improve your shot direction.",alignment stick drill,1.1913916,70.0,101.325,73 +7/31/24 20:07:59,Lauren,,7 Iron,73.85841632708707,1.8634462356567385,-0.9128312468528748,3.77043080329895,4.683261871337891,99.30652812239532,1.344552632737338,16.519786834716797,2.982897520065308,2878.962158203125,-135.2749786376953,2882.138427734375,Measured,2.690201759338379,16.193724214971212,135.10203036269832,3.9679784774780273,9.348875104480726,151.3226282931173,4.03662633895874,10.652180947464103,"Your 7-iron swing shows good club speed and ball speed, but your ball is starting slightly left of target. The face angle indicates you’re closing the clubface a bit too much at impact, which can lead to hooks. Work on keeping your clubface more neutral at impact.",face angle drill,1.1913916,70.0,101.325,73 +7/31/24 20:08:43,Brian,,7 Iron,73.00051048949717,0.057190403342247,0.1441737711429596,1.0186299085617063,0.8744561672210693,102.36226247521336,1.402212967948225,17.87547492980957,0.8547657132148743,3480.9912109375,-112.81793212890624,3482.81884765625,Measured,1.8562901020050049,20.428222660573056,142.4934566574666,1.59912109375,3.9767323522186473,156.1501392252394,1.648532509803772,4.4922173454575045,"Your 7-iron shot shows solid speed and distance, but you have a bit too much backspin and sidespin. This can lead to inconsistent ball flight. Focus on keeping your clubface square to your path to reduce sidespin. Also, try to lower your backspin for better distance. A slight adjustment in your swing path could help.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:12:05,Jason,,7 Iron,72.7658977290339,-1.9001318216323853,-0.7184647917747498,2.5209853649139404,3.239450216293335,95.14204495873582,1.3075087084478276,16.536205291748047,1.9808951616287231,1808.544189453125,-740.6456909179688,1954.3255615234373,Measured,22.27037048339844,12.301086296279893,121.64504368673352,6.913641929626465,14.64284686276551,143.60726145354056,7.6615753173828125,19.14596878119869,"Your club speed is decent, but the attack angle is slightly too negative, which means you're hitting down too much on the ball with your 7-iron. Try to make more of a sweeping motion instead. Also, your ball is spinning a bit sideways (left), so check your grip and alignment to improve accuracy. Overall, aim for a higher launch angle and reduce the sidespin for better distance and straighter shots.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:15:21,Herald,,9 Iron,67.8504045614327,-2.2255921363830566,2.438861608505249,-0.8917117714881897,-3.330573320388794,89.95803648839592,1.3258290362432057,19.90540885925293,-0.4273048937320709,3828.895751953125,675.9927368164062,3888.111328125,Measured,-10.012409210205078,17.24052358850247,116.84537537143116,-3.8583364486694336,-7.862544418106893,128.84065386698512,-4.151571273803711,-9.32750712675363,"Your club speed is solid for a 9-iron, but let's focus on your attack angle and club face position. The negative attack angle suggests you're hitting down too much; this can cause excess backspin and may lead to a loss of distance. Try to improve your angle of attack by ensuring you're making contact with the ball slightly before the ground. Your club face angle is also slightly closed at impact, which can cause your shots to veer to the left. Work on opening the face a bit more at impact to help straighten out your shots.",attack angle adjustment,1.1913916,70.0,101.325,73 +7/31/24 20:16:14,Lauren,,9 Iron,62.787000566615006,-5.719568252563477,4.723902702331543,4.500900268554688,-0.2230024337768554,79.99202877730022,1.2740221392234086,22.48326301574707,4.288229465484619,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,12.095216135234068,97.7917140012396,8.4876708984375,14.433757112338412,119.20119282994165,9.22564697265625,19.110700354079427,"Great job with your 9-iron! Your swing speed and ball speed are solid, and you're getting decent carry distance. However, your attack angle is a bit steep and could be causing some loss of distance. Aim to flatten your swing a little. Also, the side spin suggests you're slicing the ball, leading to more deviation. Focus on keeping the clubface square at impact to help straighten your shots.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:16:56,Brian,,9 Iron,64.98438962024557,-1.276633858680725,7.648924350738525,8.632473945617676,0.9835495948791504,76.36751165192527,1.175167022391072,20.12955665588379,8.047996520996094,1788.6201171875,1032.66015625,2065.320556640625,Estimated,-30.0,9.974189865803964,86.3968748454563,2.7665445804595947,4.170153851503898,103.8350720440012,1.816500186920166,3.291329540095916,"Your shot shows good distance with the 9 Iron, but the club face is slightly open relative to your swing path, which is causing the ball to curve more to the right. Focus on aligning your club face with your intended target line throughout your swing. Additionally, try to increase your attack angle slightly to improve launch and distance. A little more downward angle helps maximize energy transfer to the ball.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:17:35,Jason,,9 Iron,66.02770131922216,-1.0211721658706665,1.865754008293152,6.37830114364624,4.512547016143799,79.91149210627191,1.2102722116574405,22.211889266967773,5.472737789154053,1577.06689453125,-910.5198974609376,1821.0399169921875,Estimated,30.0,12.59117995602503,97.32429678911558,11.26524543762207,19.01242309220788,114.6768385173964,12.113736152648926,24.06529693741209,"Your club speed is solid, but your attack angle is slightly down, which can cause low flying shots. The face angle is pointing a bit right, contributing to the sidespin and deviation. Focus on getting the clubface square at impact and try to have a more neutral attack angle. This will help you achieve higher, straighter shots.",clubface alignment drill,1.1913916,70.0,101.325,73 +7/31/24 20:18:22,Lauren,,9 Iron,66.6919539238902,-0.6414411067962646,-0.7524805665016174,-1.1402722597122192,-0.3877916932106018,92.72003129609766,1.3902731265290424,20.625822067260746,-1.0308011770248413,2778.69775390625,532.9038696289062,2829.3369140625,Measured,-10.856471061706545,18.25562664169479,125.93786290286062,-4.408777713775635,-9.68110189406866,140.31095260518305,-4.725136280059815,-11.558288332542134,"Your swing shows some room for improvement. You're making solid contact, but your ball is starting left. This is due to a closed clubface and a slightly inside-to-out path. Try to work on keeping the clubface more square at impact and aligning your path more towards the target. A higher launch angle is good, but we want to reduce the spin to help the ball carry farther.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:19:05,Herald,,9 Iron,66.01217509831349,0.7837195992469788,-0.5981051921844482,0.5900079011917114,1.1881130933761597,94.6646531320057,1.4340483856352164,21.40818214416504,0.4098068177700043,6498.89453125,-983.0802612304688,6572.82861328125,Measured,8.601852416992188,23.187242845232504,119.92959807146964,4.349471092224121,9.095463070303708,126.43503341782524,4.513145446777344,9.948914994062534,"Your 9-iron shot shows good distance and decent launch angle, but the spin is a bit high, which may affect control. Focus on flattening your attack angle slightly and reducing sidespin to hit straighter shots. Practicing clubface alignment at impact will help improve accuracy.",clubface alignment drill,1.1913916,70.0,101.325,73 +7/31/24 20:19:57,Brian,,9 Iron,64.88882165593304,0.2147407531738281,0.8440543413162231,4.155110359191895,3.311056137084961,89.04900804049339,1.372332025270354,18.506032943725582,3.5187158584594727,4544.58642578125,1255.634033203125,4714.857421875,Estimated,-15.445066452026367,15.643879465571445,111.60800977241706,-1.7243090867996216,-3.3583039348498005,122.4322046093057,-2.2017598152160645,-4.7037032755423525,"You have a solid club speed and decent carry distance, but your attack angle and club face angle show that you could improve your ball striking. Lowering your backspin will help you achieve a more penetrating ball flight. Focus on making sure you are hitting down on the ball slightly for a better angle of attack. This should help bring down the backspin and also improve your overall distance.",attack angle drill,1.1913916,70.0,101.325,73 +7/31/24 20:20:30,Jason,,9 Iron,68.59972925148077,2.6970064640045166,1.5986045598983765,7.427753448486328,5.829148769378662,88.89298637350021,1.2958212422038298,22.512157440185547,6.301353931427002,3458.33740234375,810.6754760742188,3552.082763671875,Estimated,-13.192617416381836,19.38026143975617,117.1445604340388,2.3124918937683105,4.726773349113387,129.13835376753286,1.8856443166732788,4.249359974234324,"Your 9 iron shot looks solid, but let's work on a few things. Your club face is slightly open at impact (7.4 degrees), which can cause the ball to curve more to the right. Aim for a club face that's closer to square when you strike the ball. Additionally, your attack angle is slightly upward (2.7 degrees), which is good, but pairing that with a more neutral club path will help improve your consistency. Lastly, the spin is a bit high, so focus on striking the ball cleanly to lower it for better distance and control.",face alignment drill,1.1913916,70.0,101.325,73 +7/31/24 20:21:17,Herald,,9 Iron,66.23098004111625,-7.4857964515686035,5.267982482910156,8.224663734436035,2.956681251525879,82.957575370413,1.2525494159819597,18.63850975036621,7.415092945098877,6000.52294921875,74.56669616699219,6000.986328125,Estimated,-0.7119608521461487,14.14314406305266,99.18744928048363,7.633731842041016,13.17604803908614,108.7211550978118,7.559513568878174,14.302944997616578,"Your 9-iron shot shows a good ball speed, but the attack angle is too steep, meaning the club is coming down too much rather than making solid contact. Try to focus on leveling out your swing a bit to achieve a cleaner strike and better distance. Additionally, your club face angle is open at impact, which could lead to slices. Work on aligning your club face more square to the target.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:22:00,Brian,,7 Iron,,,,,0.0,97.6916304831957,-43.67206573486328,18.57002639770508,6.1772894859313965,2233.443603515625,92.80144500732422,2235.370849609375,Measured,-2.379318952560425,17.087003304166615,136.11962502555434,5.7865190505981445,13.723922654264584,154.4991062566187,5.671362400054932,15.268033341129922,"It looks like your ball speed is good, but we need to work on your club speed and alignment. A smoother swing path can help improve accuracy, and focusing on your follow-through will help with distance. Try aiming straight at your target and ensure your club face is square at impact to reduce deviation.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:25:38,Lauren,,5 Iron,69.04708835796464,-6.195860385894775,3.729235172271729,6.409929275512695,2.680694103240967,93.46321632363195,1.3536156056151918,10.000468254089355,5.731889724731445,2040.7725830078125,480.8905029296875,2096.666015625,Measured,-13.25937271118164,5.542760391189631,95.59800448465012,3.457570075988769,5.765486202959608,134.32024272308445,2.7475881576538086,6.438823637771918,"Your 5 iron shot shows that you're striking the ball well, but your attack angle is too steep, hitting down on the ball more than desired. This may lead to less distance and higher spin. Try to flatten your swing path slightly and work on your follow-through for better ball flight. Additionally, your club face is open at impact, contributing to some sidespin. Focus on squaring the face as you swing through.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:26:21,Lauren,,5 Iron,73.62123506291755,-1.7002897262573242,2.5531105995178223,6.92753791809082,4.374427318572998,98.88637723540432,1.3431773747193303,6.63642692565918,6.009899616241455,1000.0000610351562,577.3502197265625,1154.7005615234375,Estimated,-30.0,2.186866455096805,66.43182041510272,3.872267723083496,4.486351789681578,129.66404273149055,2.7999517917633057,6.333877747943177,"Your 5 iron swing shows some room for improvement. The club speed is decent at just over 73 mph, but the launch angle is quite low at about 6.6 degrees. This can lead to less distance and a lower flight. The club face was open at impact, evidenced by the +6.9° face angle, which is causing your shots to veer right. Focus on keeping the club face square at impact and work on your attack angle to get the ball airborne more effectively.",club face drill,1.1913916,70.0,101.325,73 +7/31/24 20:26:59,Brian,,5 Iron,72.88672833528108,-3.730431079864502,6.6148600578308105,8.959274291992188,2.344414234161377,82.3238034808237,1.1294759054368828,12.36902141571045,8.18704891204834,1000.0000610351562,-207.5836334228516,1021.3182983398438,Estimated,11.7271146774292,4.546279226044817,73.3131477757388,9.286540031433104,11.830691459379864,115.60765132303275,9.651641845703123,19.38247666743541,"You have a good club speed and ball speed for a 5 iron, but your attack angle is a bit too negative, indicating you're hitting down on the ball rather than making solid contact. The club path to the right and open face are also leading to some slicing. Focus on making a more neutral swing path and aim for a slightly positive attack angle for better contact and direction. Aim to align your body and club face at the target during your setup.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:27:59,Herald,,5 Iron,67.74157168346119,-1.4122387170791626,-0.117081418633461,5.112564086914063,5.229645729064941,96.83360518031714,1.4294561341563712,9.037195205688477,4.18492603302002,1700.5372314453125,-740.53515625,1854.7828369140625,Measured,23.5317440032959,4.604733494283323,91.99865582721486,7.7473955154418945,12.40195320519831,133.75538052389493,8.870373725891113,20.62502540662672,"Your 5 iron swing shows promise, but here are a few areas to work on. The club speed is good, but the attack angle is slightly negative; try to hit the ball with a slightly upward angle. The face angle indicates that you are hitting the ball to the right, which can be fixed with better alignment and swing path. Your carry distance is decent, but with a better attack angle and alignment, you could gain more distance and accuracy.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:31:15,Lauren,4 Hybrid,4 Hybrid,128.54138237184725,,,,0.0,70.54922356451925,0.5488444441995571,16.792388916015625,13.755343437194824,2205.648193359375,-1273.431396484375,2546.863037109375,Estimated,30.0,6.185600899180486,67.37161928556225,18.888330459594727,21.809861415658588,88.53821154041634,20.0572566986084,30.36499979223868,"Your shot data indicates that your club speed is good, but your ball speed is quite low, suggesting a need for better contact. The launch angle and backspin are reasonable, but the high spin and carry deviation show that your shots are straying off target. Focus on making clean contact with the ball to improve your distance and accuracy.",clean contact drill,1.1913916,70.0,101.325,73 +7/31/24 20:32:02,Brian,4 Hybrid,4 Hybrid,70.7142691274239,-3.236635446548462,1.7485878467559814,1.248060941696167,-0.5005269050598145,95.2989967483336,1.347662896389541,15.90781021118164,1.2439812421798706,1617.68408203125,-136.27162170410156,1623.41357421875,Measured,4.815155029296875,11.515327099696831,121.88363747473976,2.215583562850952,4.7121303186912655,146.07768669887628,2.365957498550415,6.030504194582306,"Your 4 Hybrid shot was solid overall, with good ball speed and decent distance. However, the attack angle is negative, which means you're hitting down on the ball instead of sweeping it off the ground. Try to focus on a more neutral to upward angle during your swing to improve ball flight and distance. Additionally, your side spin indicates some slicing, so working on your club path could help straighten out your shots.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:38:44,Jason,4 Hybrid,4 Hybrid,73.57612838321256,0.3529984056949615,0.150858998298645,0.2347011864185333,0.0838421881198883,103.0628666605744,1.4007650161175056,12.436846733093262,0.2116654217243194,2042.2362060546875,-451.5027160644531,2091.550537109375,Measured,12.466565132141112,10.306447943918442,129.46491420496386,3.0966134071350098,6.993573906658185,157.59471798031882,3.615304946899414,9.93754265761504,"Your shots show consistent performance with a decent carry distance of about 129 yards and a total distance of around 158 yards. The attack angle is nearly flat, which is good, but you might benefit from a slight upward angle of attack for better launches. Your spin rates indicate some sidespin, which can lead to hooks or slices. Focusing on keeping the club face square through impact can help straighten your shots.",club face alignment drill,1.1913916,70.0,101.325,73 +7/31/24 20:39:23,Lauren,4 Hybrid,4 Hybrid,73.09143210740422,-0.213353618979454,0.9670361876487732,12.379620552062988,11.41258430480957,99.75774851767346,1.3648350516799892,16.636476516723633,10.28990364074707,2184.104736328125,-283.52691650390625,2202.4306640625,Measured,7.396420955657959,15.08721694623796,136.31020969843303,12.667956352233888,29.892918503757983,155.14568574353143,12.850943565368652,34.50676008811797,"Your strike with the hybrid is solid, but there are a few areas for improvement. The club face is open at impact, which may be causing the ball to fade to the right. Work on closing the club face at impact. Your launch angle is good for distance, but focus on creating a more neutral attack angle to optimize your shots. Additionally, consider your swing path; making it more consistent will help you hit straighter shots. Keep practicing and stay patient with your progress!",club face alignment drill,1.1913916,70.0,101.325,73 +7/31/24 20:39:56,Herald,4 Hybrid,4 Hybrid,72.73524634925707,-0.4486014246940613,-7.317972660064697,1.867077350616455,9.185050010681152,102.9234421354704,1.4150421879546116,8.50053882598877,0.6179836988449097,3862.01513671875,386.3976745605469,3881.296630859375,Measured,-5.713475227355957,8.37079993655027,121.59332166645618,-1.1467125415802002,-2.433648189761641,145.39421178146404,-1.4438780546188354,-3.663696641123579,"Your shot shows a solid ball speed, but the negative attack angle and club path indicate that you're hitting down on the ball too much and coming too far from the inside. This can lead to a low launch and hook. Focus on sweeping the ball off the ground with a more neutral swing path to achieve better launch conditions and distance.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:42:50,Brian,5 Wood,5 Wood,70.66780992998656,,,,0.0,73.95400562448685,1.0465020169403303,15.7073392868042,17.81857681274414,2852.023681640625,-1118.4814453125,3063.501220703125,Estimated,21.41368103027344,6.637506824270815,73.95791669991559,22.509246826171875,28.313504972394185,94.34368500177334,23.38602066040039,37.44727249984271,"Your shot data shows you're generating a good amount of speed and distance with your 5 Wood. However, there's quite a bit of side spin, which suggests control issues. To improve accuracy, focus on your swing path and ensure that your clubface is square at impact. This will help reduce the side spin and keep your shots straighter.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:43:45,Herald,5 Wood,5 Wood,67.67374099920562,-6.422933101654053,4.612529277801514,21.62070083618164,17.00817108154297,79.87547332174017,1.1803023173002625,10.10464572906494,18.33688735961914,2714.541015625,-1139.00146484375,2943.81689453125,Estimated,22.76256561279297,3.821636429833632,68.42958866306935,22.438331604003903,26.118817167874795,98.51429540502704,23.61961555480957,39.47100188123295,"You're making solid contact with the ball, but it looks like your club face is open at impact, causing high sidespin and a significant slice. To improve your accuracy and distance, focus on closing the club face and guiding your swing back on a straighter path. A lower attack angle can help increase your launch and distance as well.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:44:59,Brian,,8 Iron,70.3255504112035,-2.160888433456421,-0.1406293660402298,1.9881806373596191,2.128809928894043,92.24866393321008,1.3117375320039306,10.140239715576172,1.6155402660369873,5236.64599609375,795.86572265625,5296.7783203125,Measured,-8.64168643951416,8.35440683454351,104.339201127269,-1.1577515602111816,-2.108163816906,121.04650668937666,-1.5535597801208496,-3.281826171633924,"Your shot shows solid ball speed and decent carry distance, but the backspin is quite high. This can cause your ball to lose distance and not reach the intended target. The slightly open club face at impact suggests a need to work on aligning your swing path and face at contact. Consider practicing a more neutral swing path and working on reducing backspin for better control and distance.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:45:23,Brian,,8 Iron,67.43748559102323,0.6419554352760315,-1.4846205711364746,18.89249992370605,20.377120971679688,78.49841400579771,1.1640175092211154,18.756628036499023,15.332962989807127,2980.677490234375,-1720.894775390625,3441.789794921875,Estimated,30.0,9.975257847509964,87.32616077099738,23.10621452331543,34.27001023727598,102.4898823364365,24.16667366027832,41.95857323911423,"Your 8-iron shot shows some room for improvement. The club speed is decent, but the club path is slightly left, which is causing your ball to start further left and curve in that direction. Work on keeping the club face more neutral to reduce sidespin and create straighter shots. Additionally, a higher launch angle with less backspin could help with carrying the ball further. Focus on a smoother swing rhythm to boost accuracy and distance.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:47:02,Jason,,Driver,36.09665030023734,,,,0.0,29.16301507809999,0.8079147188321858,37.50109100341797,-22.48918914794922,4695.900390625,0.0,4695.900390625,Estimated,-0.0,3.6845384501293097,17.408196716344605,-23.07573699951172,-6.823097326837797,24.008485316817087,-22.90591049194336,-9.344561459621332,"Your driver swing needs some attention. The club speed is low, which affects your distance. Work on generating more power in your swing while keeping control. The launch angle is quite high, so try to lower it for a better ball flight. Additionally, practicing your aim could help reduce the significant deviation; your shots are veering off to the left. Focus on alignment and stance to help keep your shots straighter.",alignment drill,1.1913916,70.0,101.325,73 +7/31/24 20:47:41,Lauren,,Driver,77.68401059975076,-1.132906436920166,1.9771136045455933,-2.4379210472106934,-4.415034770965576,106.27456294774127,1.3680365126267342,16.744915008544922,-1.7551733255386353,1340.53955078125,-9.73024559020996,1340.5748291015625,Measured,0.4158715307712555,15.186531944239846,149.91105684763895,-1.7181695699691772,-4.494954048579132,174.74229900072532,-1.6995024681091309,-5.182517854935099,"Your driver swing shows potential, but there are a few things to work on. Your club speed is good, but the angle of attack is slightly negative, which means you're hitting down on the ball. A more positive angle can help increase distance. Additionally, your club face is closed at impact, which can cause the ball to start left. Focus on getting your face more square to the target at impact. Lastly, your launch angle is decent, but with a little adjustment, you could maximize your carry distance.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:48:24,Herald,,Driver,104.03770341606014,,,,0.0,105.51181121257105,1.014168976708528,10.420772552490234,5.547305107116699,1610.3175048828125,929.7171020507812,1859.434326171875,Measured,-30.0,7.113204023468995,116.35006548084492,0.2494460344314575,0.5061401859035648,159.14429268686945,-1.249135136604309,-3.46946581195175,"Your club speed is good at over 104 mph, and your ball speed is also strong, but it looks like your launch angle could be a bit higher to maximize distance. The backspin is manageable, but reducing sidespin will help with accuracy. Focus on improving your swing path and face angle for straighter shots.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:49:07,Herald,,Driver,79.83817455197277,-2.348558187484741,6.410960674285889,-3.909279584884644,-10.320240020751951,110.40417078034623,1.3828493875254593,16.560150146484375,-2.408986568450928,2234.96337890625,865.6138916015625,2396.737060546875,Measured,-21.171667098999023,18.869997719384173,158.35729029283175,-9.008152961730955,-24.794811878681458,177.4500164313631,-9.693695068359377,-29.87920995732861,"Your driver swing shows a few areas to work on. The club speed is solid, but the attack angle is a bit too negative, which means you're hitting down on the ball rather than launching it up. Your face is also pointing left at impact, contributing to less-than-straight shots. Focus on improving your attack angle and ensuring the club face is more square to your target at impact for straighter and longer drives.",attack angle drill,1.1913916,70.0,101.325,73 +7/31/24 20:49:42,Jason,,Driver,82.12431351522719,-3.82540512084961,7.594527721405029,-5.20120906829834,-12.795736312866213,115.22594342899174,1.4030673560227322,16.60111427307129,-3.322110652923584,1523.9200439453125,8.623250961303711,1523.9444580078125,Measured,-0.3242103457450866,18.89434645073993,173.20357098337627,-3.5072150230407715,-10.595761476401776,197.1545625897197,-3.500901222229004,-12.03922323108361,"Your driver swing shows potential, but there are a few areas to improve. The club speed is decent for generating distance. However, a negative attack angle (-3.8 degrees) indicates you're hitting down on the ball too much, which can lead to less carry. You should also work on bringing the club face more square at impact, as it’s open (-5.2 degrees), causing a slight push. Focusing on a more upward swing path will help you gain height and distance.",attack angle adjustment drill,1.1913916,70.0,101.325,73 +7/31/24 20:50:32,Jason,,Driver,78.3153590506272,-2.604547500610352,6.525287628173828,-2.454107999801636,-8.979395866394043,113.64053664962194,1.451063214511456,11.221305847167969,-1.1993703842163086,2750.040771484375,-1046.230224609375,2942.332763671875,Measured,20.828903198242188,13.041879708417127,150.39894092792565,5.327485084533691,13.96423626827982,169.768674821451,6.095256805419922,18.026392294928428,"Your club speed is decent, but your attack angle is slightly negative, which suggests you're hitting down on the ball. This can lead to less distance. Aim for a more upward angle during your drive to increase launch and distance. Additionally, your club path is quite open, which is causing the ball to slice a bit to the right. Work on getting the club more on the right path during your swing.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:51:24,Brian,,Pitching Wedge,62.326926940123485,-1.0027711391448977,-4.420799255371094,-2.036372900009156,2.3844263553619385,82.83473092072836,1.3290360200223958,20.42560195922852,-2.225884199142456,7116.12353515625,-3380.828369140625,7878.40185546875,Estimated,25.412118911743164,15.293678460435444,95.26884084181074,7.361966609954834,12.207522129456606,102.23022094055796,8.001185417175293,14.229771563541362,"Your pitch shot with the wedge shows some areas to improve. The club path is quite negative, meaning you're coming too far from the inside. This can cause your shots to pull left and not go straight. Also, your attack angle is slightly downward, which is okay but try to avoid hitting too steeply into the ball while still making solid contact. Your ball speed is good, but the backspin is a bit high, which might cause the ball to stop quickly or lose distance. Focus on a more neutral swing path and maintaining a consistent attack angle.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:51:56,Lauren,,Pitching Wedge,65.24288690520643,-3.5532937049865723,1.185339331626892,-0.1323882043361663,-1.3177275657653809,89.13052603353572,1.366133999604224,20.569047927856445,0.0395712777972221,7670.11279296875,-2821.921142578125,8172.751953125,Estimated,20.199138641357425,18.946037182490727,106.1248498524883,8.823208808898926,16.278061395316968,112.12225965107064,9.241162300109863,18.005714750687048,"Your shot shows a good club speed and a high launch angle, but the attack angle suggests you're hitting down on the ball a bit too much. This can cause high spin and inconsistent distance. Focusing on a more neutral attack angle will help you achieve better contact and more distance. Consider practicing your setup and ensuring your weight shifts more towards your front foot during the swing.",attack angle drill,1.1913916,70.0,101.325,73 +7/31/24 20:52:26,Brian,,Pitching Wedge,67.2707504476075,-1.3967825174331665,3.5183253288269043,2.043968439102173,-1.4743568897247314,86.74410449368406,1.289477282719523,21.28546905517578,2.119199514389038,6411.1123046875,138.4622802734375,6412.60693359375,Estimated,-1.2372380495071411,18.82504445034897,106.97256867523356,1.8043931722640991,3.368207796451543,114.34085814757418,1.7601418495178225,3.5120265516573,"Your shot with the pitching wedge shows decent club speed and ball speed, indicating solid distance. However, your attack angle is slightly negative, meaning you might be hitting down on the ball a bit too much. This can produce higher backspin, which can lead to less control in the air. Try to focus on a neutral or slightly upward attack angle to improve your contact and control. Your sidespin indicates a slight fade; working on your club path can help straighten it out for more accuracy.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:53:03,Brian,,Pitching Wedge,66.04141422771363,0.3172986209392547,0.6858350038528442,1.6019067764282229,0.9160717725753784,86.54760116030411,1.3105049637774908,20.417110443115234,1.40165913105011,6015.669921875,64.50564575195312,6016.015625,Estimated,-0.6143555045127869,17.64591546855854,107.02100331432212,1.2731854915618896,2.377937925300955,115.19296570764254,1.2475675344467163,2.5079563543994823,"Great job with your pitching wedge! Your club speed is solid, and you're getting good distance. However, your launch angle is a bit low for optimal height. Consider focusing on your attack angle to help get the ball airborne more effectively. Also, your backspin is quite high—a little less spin could help with control and distance.",attack angle drill,1.1913916,70.0,101.325,73 +7/31/24 20:53:34,Brian,,Pitching Wedge,72.20179970243953,-2.925678253173828,0.8685567378997803,4.259513854980469,3.3909571170806885,84.50419859714202,1.1703890892665216,24.06616973876953,3.607540845870972,7457.67333984375,334.41278076171875,7465.16748046875,Estimated,-2.5675048828125,20.76967226483498,101.4254967250863,2.907508373260498,5.144788063727788,106.5447752531236,2.838970184326172,5.2771343592011135,"Your club speed and ball speed are good, but your attack angle is a bit too steep, which may cause the ball to launch too high and spin excessively. Focus on lowering your attack angle slightly for better control and distance. Your club face is open at impact, contributing to the sidespin; aim for a more square face at impact to help straightening out your shots. Practicing with a few adjustments can lead to improved consistency.",face alignment drill,1.1913916,70.0,101.325,73 +7/31/24 20:54:11,Jason,,Pitching Wedge,51.75485475317328,-4.1394548416137695,-0.9435153603553772,4.056066513061523,4.999581813812256,66.91809318209334,1.2929819531179412,24.39144325256348,3.213685989379883,6646.5546875,-1085.5438232421875,6734.619140625,Estimated,9.275894165039062,11.996904455983326,72.1046180085068,6.187828540802002,7.77203296852332,79.3365562539766,6.398407936096191,8.841375203953362,"Your shot shows good distance with a decent launch angle, but the slightly negative attack angle means you're hitting down on the ball a bit too much. Try to level out your swing to improve contact and reduce spin. Also, the face being open at impact might be causing some sidespin, leading to the ball veering off target. Focus on keeping the clubface square during your swing for better accuracy.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:54:25,Brian,,Pitching Wedge,51.440853041776336,-2.612541675567627,-4.858884811401367,-1.874466180801392,2.984418630599976,54.71739338098223,1.0636952955765515,21.34828758239746,-2.1477067470550537,3826.951416015625,-141.8633270263672,3829.579833984375,Estimated,2.1229562759399414,5.751813116860319,48.68526435796775,-1.8509719371795648,-1.572587287454141,60.72315365486975,-1.770451903343201,-1.8760695684447484,"Your pitching wedge shot shows that you're making good contact, but there are a few areas for improvement. Your club path is coming too far from the inside, causing the ball to angle left with a high amount of backspin. Work on aligning your clubface more square to the path to improve direction. Also, consider aiming for a more neutral attack angle to help get better launch and distance.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:54:39,Herald,,Pitching Wedge,54.54602895763082,-0.856980562210083,-2.098251819610596,9.08949089050293,11.187742233276367,55.96831441856693,1.0260749588579745,21.87934684753418,7.203765869140625,4665.60595703125,-991.7155151367188,4769.84033203125,Estimated,12.0001220703125,6.387533399160873,50.9213760857283,9.689576148986816,8.570600123446752,61.8478927480196,10.042203903198242,10.784644053436525,"Your club speed is solid, but your attack angle and club path suggest that you're hitting down on the ball too much and may be pulling it left. Try to focus on a more neutral swing path and aim to hit with a slightly upward angle to enhance your trajectory. Your backspin is quite high, which can cause the ball to drop quicker, but adjustment in your swing will help with distance control.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:54:52,Jason,,Pitching Wedge,58.60009206162658,-4.691119194030762,-1.772952914237976,26.870006561279297,28.64295959472656,50.68081060868826,0.8648588905865534,21.50462913513184,21.849788665771484,2816.2265625,-871.8963623046875,2948.10693359375,Estimated,17.202388763427734,4.625643616572006,41.02510299462347,24.55110549926757,17.046124844238193,54.08307752109431,25.01315689086914,22.867745271193144,"Your pitching wedge swing shows some inconsistencies, particularly with the club face being significantly open at impact. This causes the ball to launch high and to the right with excessive side spin. Focus on closing the club face during your swing and aim for a more squared stance. Also, try to improve your attack angle by striking down on the ball slightly more, which will help you gain better contact and control.",face alignment drill,1.1913916,70.0,101.325,73 +7/31/24 20:55:09,Brian,,Pitching Wedge,49.99950433406366,-5.996450901031494,-1.141445517539978,12.15051555633545,13.29196071624756,50.77424526427467,1.0154949722108184,17.824384689331055,9.837883949279783,2167.127197265625,788.7174072265625,2306.190673828125,Estimated,-19.998779296875,3.293526255396955,36.57924950927281,7.963730812072754,5.067926755324038,53.80477233519969,7.297912120819092,6.83473665871179,"Your shot data shows good club speed and ball speed, but the club face is open at impact, causing the ball to spin off to the right. Focus on closing the club face slightly at impact to improve accuracy. Also, your attack angle is a bit steep; try to hit slightly more level for better distance and control.",face angle drill,1.1913916,70.0,101.325,73 +7/31/24 20:55:55,Jason,,Gap Wedge,62.31993822073673,-0.6717824935913086,-2.410786867141724,3.619774341583252,6.030561447143555,68.21360037205386,1.0945710525328478,26.285446166992188,2.6717100143432617,4744.36865234375,671.8977661132812,4791.70947265625,Estimated,-8.060629844665527,13.545861735610174,76.7171308734396,0.5818186402320862,0.7790847672115646,85.29617785610208,0.3522151112556457,0.5245879011533141,"Your shot with the gap wedge shows good distance, but your club path is too far to the left, and the face angle is open. This likely causes the ball to curve right. Focus on aligning your club path more toward your target and ensuring that the clubface is square at impact for straighter shots.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:56:22,Brian,,Gap Wedge,59.136068812593294,-7.132810115814209,3.284372091293335,19.563220977783203,16.27884864807129,56.42545261225132,0.954163064018812,26.25611686706543,16.48063850402832,3204.560302734375,-1451.1798095703125,3517.830322265625,Estimated,24.36331558227539,8.197638801152493,54.59106552263575,21.487812042236328,19.99689363496373,65.02065780637122,22.11990737915039,24.48327827759817,"Your swing shows a steep angle of attack, which is making you dig into the ground too much. Try to shallow out your swing a little to improve contact with the ball. Also, the face is open at impact, which can lead to a fade or slice. Work on squaring the clubface at impact for straighter shots. Lastly, focus on keeping a consistent tempo to maximize your club speed and distance.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:56:51,Lauren,,Gap Wedge,46.6660302515752,,5.748694896697998,-3.237786054611206,-8.986480712890625,53.9796141577599,1.1567217924206834,23.1204833984375,-1.940274119377136,6272.72705078125,663.1307373046875,6307.681640625,Estimated,-6.034694671630859,6.634368063583111,48.57309290440935,-3.24159836769104,-2.74667529651191,57.14042129093059,-3.408179521560669,-3.39698489726402,"Your gap wedge shot shows you're getting solid distance, but there are some areas to work on. The club face is slightly open at impact (negative value), which can cause the ball to drift to the left and adds unwanted sidespin. Focus on keeping the club face square at impact for a straighter ball flight. Additionally, your launch angle is good, but with lower backspin, try hitting down a little more to maximize backspin for better stopping power on greens.",face alignment drill,1.1913916,70.0,101.325,73 +7/31/24 20:57:09,Lauren,,Gap Wedge,44.50773621365943,,,,0.0,35.30937831456913,0.7933312569542165,5.824036121368408,34.85582733154297,2714.97705078125,0.0,2714.97705078125,Estimated,-0.0,0.1732772288681374,6.159904675281609,34.88746643066406,3.5232570467844653,17.867500813536026,34.874210357666016,10.21621913402464,"Your gap wedge shot shows a slower club speed and low launch angle, which suggests you may need to work on your striking technique. Your ball isn't getting much height or distance, likely due to a steeper attack angle. Focus on making a more controlled swing and aim for a higher finish to improve your launch angle and distance.",high finish drill,1.1913916,70.0,101.325,73 +7/31/24 20:57:44,Brian,,Gap Wedge,50.68234232435361,-5.063382148742676,1.9381871223449707,-1.474937915802002,-3.4131250381469727,50.65103388548914,0.9993822614064656,18.34844970703125,-0.9690279364585876,2021.0972900390625,1069.1834716796875,2286.479248046875,Estimated,-27.879350662231445,3.382489965867535,36.41548536134678,-3.643627643585205,-2.3142175373075418,53.62599386633656,-4.505022048950195,-4.212155830272934,"Your club speed is decent for a gap wedge, but there are a couple of areas to work on. The slightly negative attack angle suggests you're hitting down on the ball more than you should, which can lead to inconsistent contact. The club face being slightly closed to your path may also cause the ball to curve left. Focus on ensuring the face is more square to the target at impact. Try to have a more neutral attack angle for better distance and control.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:58:43,Jason,56,Sand Wedge,57.90140785411904,-6.704780101776123,4.44609260559082,7.130681037902832,2.684588432312012,52.60369829529464,0.9085046503157256,30.930782318115234,6.413629531860352,5717.853515625,-155.8065185546875,5719.97607421875,Estimated,1.5608737468719482,9.693801906992462,49.93015973664978,7.1114373207092285,6.18134826694785,56.21879896849077,7.100421905517578,6.949152542574211,"Great job with your sand wedge! Your club speed is solid, but your attack angle is a bit steep, which is causing more downward strike than necessary. This can lead to higher backspin and control issues. Focus on making a more level swing, and try to ensure the club face is square to where you want the ball to go. This will help you achieve better distance and accuracy.",swing path drill,1.1913916,70.0,101.325,73 +7/31/24 20:59:05,Brian,56,Sand Wedge,53.1327033933444,-8.099900245666504,0.4000807702541351,-5.252015590667725,-5.652096271514893,53.31855298294613,1.0034978380118529,25.730424880981445,-4.264063835144043,6917.736328125,955.8959350585938,6983.46728515625,Estimated,-7.867336750030518,7.64171416956998,48.830576618840496,-6.163670539855957,-5.242883852145383,55.49654713718292,-6.333820819854736,-6.122450744583318,"You're hitting your sand wedge pretty well, but the ball is going left and not as far as it could. Your attack angle is quite steep, meaning you're coming down too sharply into the ball, which can lead to too much backspin and a loss of distance. Focus on making a smoother swing and keeping the clubface more square at impact to reduce the left tendency.",swing path drill,1.1913916,70.0,101.325,73 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_5.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_5.csv new file mode 100644 index 0000000000..711b2d8ddb --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_5.csv @@ -0,0 +1,63 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +7/18/24 19:56:39,Jason,,7 Iron,72.09678971370522,1.374581217765808,-1.3092739582061768,1.4451721906661987,2.754446029663086,99.6019828477274,1.3815037152589555,15.144367218017578,1.0232717990875244,5737.07763671875,1222.3553466796875,5865.85107421875,Measured,-12.02772617340088,17.386995610759072,127.18476491904494,-4.029245376586914,-8.936742632856408,137.01149821695708,-4.374794483184815,-10.451250201808534,"Your 7-iron shot showed decent power with a club speed of about 72 mph, resulting in a carry distance of about 127 yards. However, your club path was slightly out to in (-1.31 degrees), which means your shots are likely starting left of the target. The face angle being open relative to the path (1.45 degrees) suggests you're slicing the ball. Let's work on straightening out your swing path to hit straighter shots. Additionally, consider lowering your backspin for a better distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 19:57:18,Brian,,7 Iron,77.95118618460947,-0.5524942874908447,-0.8335942625999451,2.0152957439422607,2.8488900661468506,94.91227054246338,1.2175859687072046,14.074082374572754,1.5511045455932615,1941.0072021484373,-168.15826416015625,1948.2777099609373,Measured,4.951431274414063,9.95746093361231,116.40666851126298,2.6279330253601074,5.337241704591975,142.23722448409717,2.8102097511291504,6.973666060169762,"Your shot shows a decent club speed and ball speed, but the attack angle is slightly negative. This means you're hitting down on the ball instead of making solid contact. A more upward angle can help increase your launch and carry. Work on keeping your club path straighter to minimize side spin, which can help with consistency. Overall, aim for a more positive attack angle, and focus on a smoother swing motion.",upward attack angle drill,1.1857399,72.0,101.325,78 +7/18/24 19:58:45,Brian,,7 Iron,70.74257813421946,-0.610908031463623,-2.2561910152435303,5.279125690460205,7.535316467285156,98.01179745681112,1.3854710987611156,13.017656326293944,4.054083347320557,4041.512451171875,-433.0763854980469,4064.64990234375,Measured,6.116305351257324,12.632755107144476,123.80934198837258,6.322325706481934,13.63410476701938,139.07730858064588,6.522876262664795,15.799230128710064,"Your club speed is solid, but your swing path is a bit off to the left, and your club face is open, which can cause a push to the right. Focus on aligning your club face more square to your target and working on a more neutral swing path to improve accuracy. Additionally, your backspin is high, which can affect distance. Try to make more of a descending strike on the ball for better control and distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 19:59:36,Herald,,7 Iron,78.30413784672783,1.1202099323272705,0.2461669147014618,2.1728291511535645,1.9266622066497805,106.58072688287848,1.3611123219503307,15.801472663879396,1.8156133890151973,2901.810546875,-444.9508056640625,2935.725830078125,Measured,8.717582702636719,18.222337735354813,149.782698796349,4.871339797973633,12.71935236205752,167.03475846458787,5.154458522796631,15.006562425466312,"Great job with a solid carry distance of about 150 yards! Your club speed is decent, but you can improve your consistency. Focus on your club face angle, as it's slightly open at impact, causing a bit of sidespin to the left. Work on squaring the face at impact and maintaining a steady attack angle for better direction and distance.",face alignment drill,1.1857399,72.0,101.325,78 +7/18/24 20:00:36,Lauren,,7 Iron,80.69956194940369,-0.8999376893043518,-1.2249127626419067,1.377170443534851,2.602083206176758,110.13714026048092,1.3647799021453642,15.392151832580566,0.9779693484306335,3000.881591796875,77.92835998535156,3001.893310546875,Estimated,-1.4875506162643433,19.55523939559521,157.85914357583897,0.4969282746315002,1.3697041377422892,173.68022456853578,0.4441135823726654,1.347318109582801,"Your ball speed and carry distance are good, indicating solid contact. However, your club path is slightly in-to-out, which can cause a push. Work on keeping the club path more neutral. Additionally, the backspin is a bit high, which may affect distance and control. Focus on your angles and try to create a more positive attack angle to lower that spin.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:01:36,Brian,,7 Iron,76.76702917691728,-1.3699626922607422,0.0220743939280509,4.4032979011535645,4.381223678588867,102.15096251250908,1.3306619209803208,14.91525936126709,3.6197311878204346,1952.173583984375,-695.8610229492188,2072.487548828125,Measured,19.618837356567383,12.834297022018518,134.13927822916685,8.454682350158691,19.72213031027377,156.4861195950616,9.125266075134276,24.81770673650385,"Your shot with the 7-iron shows you have decent speed and ball speed, which is great! However, your attack angle is slightly downward, which can lead to inconsistent contact. Additionally, the face angle suggests you're hitting a bit to the right (slices). Focus on keeping your clubface more square at impact to improve accuracy and distance.",face alignment drill,1.1857399,72.0,101.325,78 +7/18/24 20:03:06,Jason,,7 Iron,78.12886520179018,1.3166886568069458,-2.1980555057525635,4.635742664337158,6.833798408508301,105.19359834974875,1.3464114457320755,14.9107666015625,3.5328681468963623,4942.4287109375,-1280.6148681640625,5105.6416015625,Measured,14.526248931884766,18.77528526363676,138.61668306468346,9.98638916015625,24.038096778337376,149.55710434817047,10.388833045959473,26.969274779643456,"Your shot shows a good club speed and ball speed, which is great! However, your club path is moving a bit to the left while the face is open, causing the ball to start right and spin left. To correct this, focus on aiming your clubface more down the target line at impact and adjust your swing path to be more neutral. Also, reducing backspin could help with distance and control.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:04:07,Herald,,7 Iron,76.78920705443397,-1.4904359579086304,-4.048722267150879,8.40428638458252,12.453008651733398,95.13037149338652,1.2388508117547163,14.706338882446287,6.396866798400879,3734.633544921875,-2035.9239501953125,4253.52490234375,Measured,28.59687614440918,12.093742445633891,114.39409870433974,15.794971466064451,31.137576089638287,129.34041924375106,16.862333297729492,37.51820150361391,"Your club speed is good, but the attack angle is slightly downward, which can lead to a higher spin rate. The face is open to the path, causing the ball to curve left. Focus on closing the club face at impact to straighten your shots and lower your spin. Additionally, work on your swing path to reduce the angle of -4 degrees, which will help you hit straighter shots.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:05:13,Brian,,7 Iron,89.93247944985706,0.7699726223945618,19.999998092651367,1.056305170059204,-18.943693161010746,103.85246395275408,1.1547826167814963,14.640166282653809,3.37021279335022,4948.72998046875,-1053.2940673828125,5059.58056640625,Measured,12.01560878753662,17.952357383422395,136.40992414662378,8.640656471252441,20.49381384171602,147.40351923801973,8.971107482910156,22.98559037756468,"Your shot data shows that you're generating good club speed and ball speed, which is great! However, your attack angle is quite flat, and the club path is significantly to the right. This means your shots are likely pushing right and producing excess backspin. Focus on aligning your swing path more towards the target for better accuracy and lower backspin. This will help you hit straighter and longer shots.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:06:44,Brian,,9 Iron,68.46219910452555,-4.978363990783691,16.217878341674805,-6.878510475158691,-23.09638977050781,99.44516758988811,1.4525558467389998,17.74738121032715,-3.6208701133728014,3374.1435546875,1735.034912109375,3794.099609375,Measured,-27.21290397644043,17.32765379131763,130.1135962808603,-13.253546714782717,-29.82993261392517,143.62805372237926,-14.126558303833008,-35.054501205583165,"Your 9 iron shot showed a strong club speed, but the club face was closed at impact, contributing to a hook that deviated significantly to the left. To improve your alignment and get straighter shots, work on keeping the club face more square to your target at impact. Also, try lowering your attack angle slightly to create a better strike on the ball.",face alignment drill,1.1857399,72.0,101.325,78 +7/18/24 20:07:36,Brian,,9 Iron,70.17279270656127,2.88538670539856,-0.1308443695306778,1.293009638786316,1.4238539934158323,96.71982302610104,1.378309445806873,16.40073013305664,1.0457353591918943,4735.5615234375,95.92403411865234,4736.533203125,Measured,-1.160430669784546,17.134488857950032,125.87749690565032,0.6629335284233093,1.456260717570828,137.23073483654207,0.6211811900138855,1.4874658080430407,"Your 9-iron shot shows good ball speed and carry distance, but the backspin is quite high, which may be affecting your control. Focus on improving your attack angle and club path for better distance and accuracy. Try to aim for a more neutral club path, as your current data indicates a slight draw. Overall, great job on your swing speed!",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:08:18,Jason,,9 Iron,72.56411232324808,-1.3022946119308472,3.017965793609619,2.5579679012298584,-0.4599978923797607,90.48317176441653,1.246941068628321,19.38932037353516,2.478801965713501,2661.03515625,198.14874267578125,2668.40234375,Estimated,-4.25855827331543,15.754859869219445,119.9665018455762,1.3914234638214111,2.913222298136219,135.7103210367295,1.2412774562835691,2.939821717501303,"You're generating a good amount of club speed, but we need to work on your attack angle and club path to optimize your shot. Your attack angle is slightly down, which may be causing some inconsistency in launch. Try to focus on a more positive attack angle and ensure your club path stays more neutral. This will help you achieve cleaner contact and better distance control.",attack angle drill,1.1857399,72.0,101.325,78 +7/18/24 20:09:47,Lauren,,9 Iron,72.82571570571417,0.581389307975769,-0.3085307478904724,6.6448283195495605,6.953359127044678,87.2897877993546,1.1986121516757784,20.97930908203125,5.419607162475586,2386.581787109375,826.4354248046875,2525.622314453125,Estimated,-19.10015869140625,15.597600605961702,113.7676273104853,0.6265133619308472,1.2444581215235928,129.0690183927136,0.0,0.0345508932066511,"Good job with your 9-iron shot! Your club speed and ball speed indicate you're getting solid distance. However, the club face is slightly open compared to your swing path, which is leading to some sidespin and a bit of a hook. Try to focus on closing the club face a bit more at impact. Also, your launch angle is great for height, but working on a more consistent attack angle will help with both distance and accuracy.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:10:32,Jason,,9 Iron,72.93779974618428,1.290170431137085,0.7374157309532166,1.7501119375228882,1.0126962661743164,89.85590219982441,1.2319524651485692,19.1964168548584,1.5298523902893066,2755.490234375,819.94775390625,2874.8984375,Measured,-16.571359634399414,15.131633095567508,116.73689179220128,-3.107846260070801,-6.329021768623704,131.8425001343412,-3.642391443252564,-8.375868156374793,"Your 9-iron shot is solid with a decent carry distance of around 117 yards. However, the spin and angle suggest that the ball is starting to veer left, which could affect accuracy. Focus on your club face alignment and path to improve your direction.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:13:00,Jason,,6 Iron,77.36764091566783,2.011559247970581,0.6404924988746643,4.359585285186768,3.719092845916748,106.70264974319343,1.379163801304234,13.365541458129885,3.661205291748047,3384.56787109375,307.64520263671875,3398.521240234375,Measured,-5.193710803985596,15.669196055348266,145.0052495066957,1.9938032627105715,5.045073615537035,160.61089856463514,1.8002671003341677,5.045791165745754,"Your 6 iron shot shows good club speed and decent distance, but the face angle is open relative to your club path, which is causing a slice. To improve, focus on aligning your club face to your desired target line during your setup. Additionally, your spin rate is a little high for control; working on your impact can help reduce it and lead to better accuracy.",face alignment drill,1.1857399,72.0,101.325,78 +7/18/24 20:13:49,Jason,,6 Iron,73.52089275367598,-0.4887504875659942,-1.5840122699737549,3.20224404335022,4.786256313323975,96.30183958077578,1.3098567764053812,10.85370922088623,2.4321932792663574,1771.3502197265625,-255.4234161376953,1789.671142578125,Estimated,8.205321311950684,6.506229031978933,104.14902529113716,3.875452280044556,7.0392885298392684,143.94741362690183,4.2616777420043945,10.697069553544452,"You're hitting the ball well with decent speed, but your club path is slightly off and your attack angle is negative, which may cause lower launch. Try to focus on having a more positive attack angle and a straighter club path to improve your accuracy and distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:14:33,Herald,,6 Iron,75.83249488988531,0.0982303693890571,-2.20997953414917,0.877380907535553,3.087360382080078,104.83307770827014,1.3824294962271244,13.116106986999512,0.4441725015640259,1664.25634765625,204.04237365722656,1676.7177734375,Measured,-6.989737033843994,10.796173875467616,134.4350257256583,-0.975182831287384,-2.288210514045005,164.74640741291114,-1.2419079542160034,-3.5706487349882536,"Your 6 iron shot shows good potential! Your club speed is solid, and you're achieving decent ball speed. However, your attack angle is very flat, and your club path is slightly out-to-in, suggesting you might be slicing the ball a bit. Working on your swing path will help you gain more distance and improve accuracy.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:15:18,Brian,,6 Iron,72.84364403224845,-3.884439706802368,0.2654776275157928,2.243825435638428,1.9783477783203125,100.98628688010376,1.3863431493816585,7.903115749359131,1.876347661018372,2488.05224609375,431.7790832519531,2525.239990234375,Estimated,-9.845115661621094,5.365665766529958,105.68059449361316,-0.1631294190883636,-0.3006787312357097,143.17729869359027,-0.7230757474899292,-1.8071013123369115,"Your swing speed is good for a 6-iron, but the launch angle is a bit low, resulting in shorter carry distance. Focus on making a smoother, more upward strike on the ball to increase your launch angle. Also, your clubface is slightly open at impact, causing the ball to veer right. Try to ensure your clubface is square at impact for a straighter shot.",launch angle drill,1.1857399,72.0,101.325,78 +7/18/24 20:16:55,Lauren,,6 Iron,72.46443560632906,8.665658950805664,-10.91510772705078,4.367998600006104,15.283105850219728,94.8094365286297,1.308358172327351,7.873773574829102,2.222198486328125,2438.01025390625,508.2383728027344,2490.421630859375,Measured,-11.775486946105955,4.273283181629097,90.3144820512798,0.0969132930040359,0.1529050247943804,126.78298686380458,-0.5424855947494507,-1.2003453405326496,"Your 6-iron swing shows a good club speed and decent contact. However, your club path (negative) suggests you're swinging too much from outside to inside, which can cause hooks. Focus on aiming a bit more down your target line. Your launch angle is low, which may limit distance. Try to promote a higher launch to maximize carry. Lastly, your backspin is a bit on the high side; reducing it can help achieve a better trajectory and distance control.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:17:23,Herald,,7 Iron,,,,,0.0,71.88800705529775,-32.13681411743164,16.518857955932617,6.116432189941406,4740.728515625,0.0,4740.728515625,Estimated,-0.0,7.80724611924569,75.01330790283555,6.320744037628174,8.258540353642104,88.92401158810208,6.283753871917725,9.732964712715445,"Great effort on your shot with the 7 iron! Your ball speed and launch angle are decent, but the high backspin indicates the club might be making contact too sharply with the ball. This can lead to reduced distance. Work on your swing consistency by ensuring you're striking the ball cleanly. Aim for a more rounded attack to lower your spin rate and increase distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:17:52,Jason,,7 Iron,70.37916472610823,0.2058316767215728,-0.849279522895813,3.590041160583496,4.43932056427002,96.56347709618149,1.3720463644599037,14.661582946777344,2.8426735401153564,3787.985107421875,1211.4129638671875,3976.977783203125,Measured,-17.734485626220703,13.504698550090213,121.874159137099,-2.9502172470092773,-6.272652359203846,136.6248721521706,-3.594121217727661,-8.564792972920372,"Your shot with the 7 iron has great ball speed and overall distance. However, your club path is slightly left and the face is open, which likely causes your shots to fade to the right. To improve your consistency, focus on aligning your clubface better with your swing path. Practicing with a slower, controlled swing can help you develop more awareness of your club's position during impact.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:18:24,Herald,,7 Iron,73.07937464648421,-2.763359308242798,-4.272127628326416,1.2719072103500366,5.544034957885742,102.87341177922552,1.4076941993122911,15.966290473937988,0.5102148652076721,4743.80517578125,718.336181640625,4797.88427734375,Measured,-8.610663414001465,19.3666759615312,137.21092711333858,-3.044654130935669,-7.287970260278428,148.1170812025557,-3.2903928756713867,-8.501506713232743,"Your shot shows that your club face is slightly open at impact, which is causing some rightward spin (sidespin). The club path is also moving too much to the left, leading to a push. To improve accuracy, focus on aligning your clubface square to your target and make sure your swing path is more neutral. Start with short swings to build consistency.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:20:29,Brian,,7 Iron,,,,,0.0,104.36048155955632,-46.6533088684082,16.35451889038086,-6.809432506561279,2986.62841796875,-137.6136474609375,2989.797119140625,Measured,2.6381282806396484,18.373941075964467,146.26084556145543,-6.264347553253174,-15.959419041003116,162.9410510877733,-6.128934860229492,-17.3966814956259,"It looks like your 7-iron shot had good ball speed and distance, but the ball is curving left too much (slices). Focus on your grip and stance to promote a straighter path. Monitoring your launch angle is key, as this will help with distance and accuracy.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:24:07,Herald,,5 Iron,69.9384828759371,-4.921747207641602,5.4845170974731445,4.008889198303223,-1.475627899169922,84.91902474555263,1.2141959798611777,4.560325622558594,3.9792540073394775,1026.3629150390625,592.57080078125,1185.1417236328125,Estimated,-30.0,0.7397339044071742,34.36288709946621,2.722035646438598,1.6319437082079702,95.12548932860136,1.9028977155685425,3.1587829980527147,"Your shot stats show a couple of areas to improve. The club speed is decent, but the launch angle is quite low. Try to get the ball in the air more by slightly adjusting your attack angle. A positive attack angle, where the club is coming up at impact, can help. Additionally, your backspin and sidespin numbers suggest you might be hitting across the ball. Focus on keeping your club path straighter to achieve a more consistent strike. This will help with both distance and direction.",attack angle drill,1.1857399,72.0,101.325,78 +7/18/24 20:24:43,Brian,,5 Iron,66.96735128057935,1.2981250286102295,-2.776828527450561,7.33172082901001,10.108549118041992,93.67324483433548,1.3987897541574248,10.18117332458496,5.674985885620117,1590.751708984375,918.4209594726562,1836.8419189453125,Measured,-30.00000190734864,4.9728158923386445,88.98929196988138,1.377145528793335,2.138818229311056,129.44479776829849,-0.0279764551669359,-0.0599905715580093,"Great job with your 5 iron! Your club speed is solid, and you're getting decent distance. However, your club path is a bit out to the right (negative value), which can cause slices. Focus on keeping your swing more neutral to improve accuracy. Additionally, your launch angle is a bit low; a slight upward attack angle can help with that too. Consider working on your follow-through to help maintain a better path.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:25:31,Herald,,5 Iron,72.85267219477737,1.165079951286316,-1.0758309364318848,-0.987056314945221,0.0887746214866638,106.00610737764691,1.4550750739002574,8.46343994140625,-0.945405900478363,2818.976806640625,447.9874877929688,2854.3515625,Measured,-9.029847145080566,7.550074247129089,124.17309822615788,-3.3292551040649414,-7.211250793195006,155.8305957613611,-3.814953565597534,-10.368089470060797,"Your club speed is good, but the ball is launching too low and curving slightly left. Focus on getting more height and straightening out your shots. Work on making your swing path more neutral. This can help you achieve a better launch angle and distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:26:02,Brian,,5 Iron,73.06132685466127,0.6283697485923767,-0.5224014520645142,2.260082960128784,2.782484531402588,109.12553379579184,1.49361554865917,8.406516075134277,1.7911169528961182,1712.5701904296875,48.82186126708984,1713.265869140625,Measured,-1.6329429149627686,5.969258468300723,118.47849461565512,1.5281591415405271,3.159550609903903,166.8809857861379,1.438038349151611,4.187917651710961,"Your 5-iron shot shows solid ball speed and decent carry distance, but focus on your launch angle, which is a bit low. Try to improve your attack angle to help the ball rise more. Additionally, your club path is slightly left, so work on keeping it straighter. Overall, good job, keep practicing!",launch angle drill,1.1857399,72.0,101.325,78 +7/18/24 20:26:34,Lauren,,5 Iron,75.84206917944812,-0.3450060188770294,-3.458033561706543,10.893943786621094,14.351977348327637,93.90813919155062,1.238206449369898,9.030988693237305,8.515839576721191,3232.406494140625,-1089.2642822265625,3411.00390625,Measured,18.622915267944336,5.7671695256876205,97.532686719499,13.137558937072754,22.168183879334265,127.20608283512956,14.182323455810549,31.16652006259233,"Your shot data suggests that your club path is coming in from the inside to outside (negative value), and the face is open to that path. This is likely contributing to the left spin on your ball and inconsistent direction. Focus on keeping your club path straight and closing the clubface at impact for better accuracy and distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:29:22,Brian,4 Hybrid,4 Hybrid,71.33548862846874,-1.6329126358032229,0.7693583369255066,8.832716941833496,8.063358306884766,88.7652267805106,1.244334741194805,14.496343612670898,7.351661682128906,3398.811279296875,-475.4723205566406,3431.907958984375,Estimated,7.963638782501221,10.409693823805014,106.2127914710918,9.841809272766112,18.15480040786088,123.03462138395388,10.10388469696045,21.584373348470308,"Your swing speed is solid, but the club face is significantly open at impact, which is causing the ball to slice to the right. Try to focus on closing the club face slightly during your swing. Additionally, your attack angle indicates you're hitting down on the ball too much with a negative attack angle. Consider sweeping the ball more and improving your launch angle for better distance and control.",club face alignment drill,1.1857399,72.0,101.325,78 +7/18/24 20:29:53,Herald,4 Hybrid,4 Hybrid,73.0116634275173,-3.5014407634735107,-1.8016153573989868,5.659230709075928,7.460845947265625,100.19831090255592,1.372360335304897,12.829782485961914,4.423189640045166,1347.3115234375,777.8705444335938,1555.7412109375,Measured,-30.0,8.269181581519376,113.93510019175756,-0.3466151356697082,-0.6896997045835391,152.28698239920777,-1.6024218797683716,-4.258596347269815,"Your club speed and ball speed show good potential, but the face angle suggests you're slicing the ball. Focus on aligning your club path with your target, and aim to keep the club face square to that path at impact. Working on your attack angle could also help you get better launch and distance. Try to maintain a smoother transition to avoid excessive sidespin.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:30:33,Brian,4 Hybrid,4 Hybrid,72.53471532900221,-3.6930322647094727,-9.959491729736328,4.502005100250244,14.461496353149414,97.59121990807488,1.3454415511996105,16.15118980407715,2.451847553253174,2143.892578125,140.1141815185547,2148.46630859375,Measured,-3.739250421524048,13.699806500956129,130.09098510567856,1.5918844938278198,3.613877223997776,151.09883606406763,1.449154257774353,3.8213577012096778,"Your shot shows potential, but your club path is too far to the left, causing the ball to fade (a consistent left-to-right trajectory). Aim to improve your swing path by practicing a more neutral swing. Additionally, your attack angle is slightly downward, which is common for hybrids; try to sweep the club through the ball instead. These adjustments can help you gain more control and distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:31:08,Brian,4 Hybrid,4 Hybrid,75.53635750576086,-2.2488269805908203,-3.9910168647766113,1.3743213415145874,5.365338325500488,95.68389684193426,1.2667263818570655,15.809248924255373,0.6295148730278015,1328.4310302734375,-216.4272918701172,1345.9456787109375,Measured,9.253301620483398,10.790541940689875,119.91015746697758,2.1755588054656982,4.552099413457256,148.3022091564053,2.467913866043091,6.385967408407396,"Your shot with the 4 Hybrid shows good ball speed and decent carry distance, but there are a few areas to improve. The negative attack angle indicates you may be hitting down on the ball, which can cause lower launch and less distance. Try to work on having a more neutral or positive attack angle to launch the ball higher. The club path going slightly left suggests that you might be over-rotating your body or swinging too far to the left. Focusing on a more straight swing path could help reduce the leftward tendency.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:33:12,Herald,5 Wood,5 Wood,79.3224514340518,,-0.5066234469413757,12.171998023986816,12.678621292114258,84.90780354165327,1.0704132563558642,10.773656845092772,9.934964179992676,2378.212890625,-474.934326171875,2425.172119140625,Estimated,11.293524742126465,5.068387218139662,82.52512410413419,12.090882301330566,17.28596182969909,114.54697861683236,12.625794410705566,25.038002994187764,"Your 5 Wood shot had good distance, but your club path was slightly outside-in, which can cause the ball to spin left. Focus on aligning your club face more with your swing path to improve accuracy and reduce sidespin. Also, your launch angle is a bit low. Trying to hit up on the ball more can help. Consider practicing a smoother, more consistent swing to maximize your distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:33:51,Jason,5 Wood,5 Wood,72.44467263429033,-6.664795875549316,1.7974345684051514,12.46018123626709,10.66274642944336,87.72636516353668,1.2109429440918345,12.2466459274292,10.459982872009276,3142.18603515625,-595.44873046875,3198.107666015625,Estimated,10.73039436340332,7.570688692841941,96.76607610116024,13.339862823486328,22.326512167248893,120.46977153731495,13.808996200561523,28.75443123204513,"You're generating decent ball speed, but your attack angle is quite steep, which is likely causing the high backspin and making it harder to achieve distance. Focus on making your swing more level to lower the spin and help the ball carry further. Also, your club face is wide open at impact, affecting direction. Try to square the face more at impact for straighter shots.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:36:57,Lauren,,Driver,78.03552014517027,-4.253751277923584,6.117850303649902,1.840440273284912,-4.27741003036499,104.53071106266545,1.3395273186903336,12.908252716064451,2.277287721633911,1581.9786376953125,-889.18603515625,1814.7474365234373,Measured,29.33912467956543,9.76350335757229,126.6152887051412,8.070759773254395,17.77629058685966,159.44204264905966,9.289481163024902,25.73763322080504,"Your swing speed is decent, but the attack angle is too negative, which means you're hitting down on the ball instead of upwards. This can lead to low launches and less distance. Focus on a more neutral or slightly positive attack angle. Also, your club path is quite out to in, causing a slice. Work on keeping your swing path straighter, aiming more at your target rather than coming across the ball. Adjusting these will help improve both your distance and accuracy.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:37:30,Lauren,,Driver,81.85226545323803,0.9833388924598694,-1.884011149406433,-4.470489501953125,-2.5864782333374023,106.09860764401128,1.2962207833407509,15.96107006072998,-3.907902240753174,1190.0159912109375,-158.99545288085938,1200.590576171875,Measured,7.610095500946045,13.419011791299567,144.23974024449126,-2.6976206302642822,-6.788612677308436,171.78944639413203,-2.477175712585449,-7.425096921132081,"Your driver statistics indicate that your club speed is good, but the club path and face angle at impact suggest you're starting your shots to the left with a closed face. Focus on aligning your clubface square to your target, and try to practice a more consistent swing path that is either straight or slightly to the right. This will help reduce the slicing phenomenon you’re experiencing.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:38:26,Lauren,,Driver,83.05768728231214,-0.4304398894309997,3.63903546333313,-4.1770548820495605,-7.816090583801269,104.71944061904742,1.2608037142077797,14.367124557495115,-2.975785970687866,1001.67919921875,-578.3197631835938,1156.6395263671875,Measured,30.00000190734864,10.097545924650603,127.29347377566592,1.1310770511627195,2.5124115798414834,164.2715560468805,2.087597846984864,5.983980241514644,"Your driver swing shows some room for improvement. Your club speed is good, but your attack angle is slightly negative, which may cause lower launch and more backspin. We want to aim for a little upward angle at impact to optimize your launch conditions. Your club face is also closing too much at impact, contributing to a fade. Focusing on keeping the face more neutral can help straighten out your shots and improve both distance and accuracy.",launch angle drill,1.1857399,72.0,101.325,78 +7/18/24 20:39:25,Jason,,Driver,86.80783069195058,5.298641204833984,-4.011271953582764,5.902332305908203,9.913604736328123,115.11100928806354,1.32604407195188,14.432921409606934,4.346391677856445,2285.2548828125,-12.909003257751465,2285.29150390625,Measured,0.3236503601074219,18.18105773933576,168.70881978874422,4.626307010650635,13.60748866044014,189.08470925982147,4.612185955047607,15.204522847002067,"Your driver speed is solid for a recreational golfer, but here are a few areas to work on. Your attack angle is positive, which is good, but your club path is too far to the right. This can lead to a slice. Focus on getting your club path closer to zero. Also, your launch angle looks decent, but working on redirecting the face towards your intended target can help improve accuracy. Try to keep the face aligned with your path to reduce sidespin.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:39:56,Herald,,Driver,79.78566102437071,-6.717020034790039,5.221405506134033,-0.4604770839214325,-5.681882381439209,103.05801978314868,1.2916859804128134,11.38626194000244,0.2750924825668335,2223.396240234375,-415.3894653320313,2261.866455078125,Measured,10.582375526428224,9.387657233130769,126.6991586434906,2.791409492492676,6.170351392818873,156.7358437549101,3.2770376205444336,8.95966356445092,"Your club speed is good for generating decent ball speed, but the attack angle is quite negative, which often leads to lower launch and potentially higher spin. Try to have a more upward angle of attack to optimize your launch. Additionally, the club path is positive while the face angle is slightly closed—aim for more alignment between your path and face to improve consistency and accuracy.",upward angle drill,1.1857399,72.0,101.325,78 +7/18/24 20:41:36,Lauren,,8 Iron,70.08333880505779,-1.938178539276123,-8.67949104309082,-7.43654203414917,1.2429490089416504,101.13735073761744,1.4431012058220969,16.461483001708984,-7.194583415985107,3504.05810546875,585.7817993164062,3552.683837890625,Measured,-9.490513801574709,17.636374553864698,137.25814358579373,-11.01297378540039,-26.22059248701385,151.09554868287887,-11.263358116149902,-29.511822164562545,"Your club speed is good, but your attack angle is too negative and your club path is significantly to the left. This causes the ball to go left and spin excessively. Focus on improving your swing path and keeping the club face more aligned with your body’s target during your swing. Also, try to get more loft on your shots to lower the spin for better distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:42:17,Lauren,,8 Iron,74.17113378663089,0.199437215924263,-4.407780647277832,-4.325423240661621,0.0823574066162109,107.47995917711069,1.4490807095695712,18.025991439819336,-4.1045331954956055,3192.066650390625,1070.146240234375,3366.67529296875,Measured,-18.533823013305664,21.942157649489445,151.6329771019955,-11.353675842285156,-29.851183781153168,165.5459419047802,-11.887134552001951,-34.099934150595345,"Your club speed is good, but you're impacting the ball with a negative club path and face angle, which is causing your shots to curve left. Focus on swinging more from the inside and keeping the face square at impact for straighter shots. Additionally, reducing backspin can help with distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:42:53,Brian,,8 Iron,73.47932736645635,-1.5106269121170044,1.7586334943771362,4.103559494018555,2.344925880432129,101.1892754720111,1.3771121633620789,16.97684669494629,3.5908095836639404,5240.220703125,815.2589111328125,5303.25927734375,Measured,-8.843027114868164,20.39163177173191,133.58600530020885,0.0442346595227718,0.1051545451901247,143.2170810121388,-0.2112177163362503,-0.5274414473662503,"Your shot shows good ball speed and decent carry distance, but the spin rate is on the high side, which can affect distance and control. The club path is a little out to the right, and the face is open at impact, causing the ball to spin right. Focus on keeping the clubface more square and your path more aligned with your target to improve accuracy and distance.",face alignment drill,1.1857399,72.0,101.325,78 +7/18/24 20:43:23,Brian,,8 Iron,76.99058286494437,-0.9025927186012268,-5.377983570098877,-1.704428791999817,3.6735548973083496,104.90057559636443,1.3625117734253205,19.34064674377441,-2.0729875564575195,2427.6923828125,296.84393310546875,2445.773193359375,Measured,-6.97118616104126,21.822969222378333,153.5397583147751,-4.434381484985352,-11.87133212650656,170.80364921785076,-4.634302616119385,-13.800217640337904,"Your shot shows that your club path is too far to the left and the club face is also slightly closed at impact. This means the ball is starting left and curving further in that direction. Work on getting your club path more neutral, which will help straighten your shots. Focus on keeping your face square through impact.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:44:27,Brian,,Pitching Wedge,71.8098852897474,0.2073074430227279,1.3480778932571411,-2.461487531661988,-3.809565544128418,90.9580121539102,1.2666502917655638,24.69808387756348,-1.8532408475875848,3795.90087890625,915.18017578125,3904.666259765625,Measured,-13.555147171020508,23.158822433622618,121.08922595761668,-6.988393783569336,-14.732732541818224,131.1248247715157,-7.3110198974609375,-16.686389182113658,"Your club speed is good, but the face angle is too closed at impact, causing a pull. Try to align your body and club face better at setup. Additionally, you have a high backspin rate—consider a smoother swing to lower that spin for better distance.",face alignment drill,1.1857399,72.0,101.325,78 +7/18/24 20:45:01,Brian,,Pitching Wedge,70.40897984886442,1.2159544229507446,-2.756869316101074,1.393748760223389,4.150618076324463,83.81021620206684,1.1903341929107436,25.163143157958984,0.7998981475830078,2954.52880859375,734.3635864257812,3044.426025390625,Estimated,-13.958309173583984,19.1686091590052,109.5804548471815,-3.318240165710449,-6.342739180135595,121.67711651234184,-3.7100350856781006,-7.87340779452262,"Your pitching wedge shot shows good speed and ball carry, but the club path indicates a slight out-to-in swing, which can create unwanted side spin and affect accuracy. Focus on aligning your swing more squarely. This will help straighten out your shots and reduce the deviation.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:45:32,Jason,,Pitching Wedge,69.79929728141042,-0.2744559943675995,-2.240288734436035,-4.767844676971436,-2.5275559425354004,96.0104296087884,1.375521435720224,18.3737907409668,-4.1967363357543945,7433.0185546875,1494.2694091796875,7581.72802734375,Estimated,-11.366739273071287,20.48781478822684,119.19642863030003,-9.89284610748291,-20.47866185126213,125.75673153680144,-10.101587295532228,-22.056988627804003,"Your club face was closed at impact, which caused the ball to spin left and not carry as far as it could. Work on keeping the club face square through impact to improve accuracy and distance. Also, your attack angle is slightly negative; aim for a more level swing to maximize your shots with the pitching wedge.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:46:04,Herald,,Pitching Wedge,70.29910591623457,0.6684430837631226,-5.336188316345215,-1.534132957458496,3.802055358886719,92.9943662650412,1.322838534758171,20.17670440673828,-1.927872896194458,5348.79833984375,686.75927734375,5392.70654296875,Measured,-7.316465854644775,20.228105416607605,119.85159368889616,-5.086886882781982,-10.626858099981972,128.5575552788241,-5.2508721351623535,-11.765177456602371,"Your club speed and ball speed are solid for a pitching wedge, but you have an issue with your club path being too far to the left, which is causing your shots to go off-target. Additionally, your backspin is quite high, which might be okay for some shots, but it can lead to a loss of distance. Focus on aligning your setup and practice aiming your club path more to the right of the target, making sure the clubface is square at impact.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:47:04,Lauren,,Pitching Wedge,69.93140455758385,-1.1513575315475464,0.9489473700523376,5.09650468826294,4.147557258605957,88.53158680882643,1.265977529965476,23.06038284301757,4.305123329162598,4162.3623046875,124.77593231201172,4164.23193359375,Estimated,-1.7170524597167969,20.521427009341096,115.7025681971536,4.027057647705078,8.125534913209606,125.96761620570123,3.945013046264648,8.666551604845267,"Your pitching wedge shot looks solid overall! You're generating good ball speed, but your attack angle is slightly downward, which can be improved for better launch. The club face is open at impact, leading to some sidespin, which is causing the ball to drift to the right. Focus on squaring the club face at impact for straighter shots. A slightly lower backspin could also help with distance.",face alignment drill,1.1857399,72.0,101.325,78 +7/18/24 20:47:40,Herald,,Pitching Wedge,62.13998082983653,-6.276541709899902,-7.036646842956543,-0.1040894761681556,6.932557582855225,64.10237312743311,1.0315801883326996,31.214853286743164,-0.9659759998321532,3995.416259765625,-1151.6644287109375,4158.08642578125,Estimated,16.079437255859375,14.693447710841724,70.79606507962217,3.0976879596710205,3.825754521402132,78.49523697786026,3.4768824577331543,4.760430938591128,"You're hitting your pitching wedge well with a decent carry distance of around 70 yards. However, your attack angle is on the negative side, indicating you're striking down on the ball more than ideal for this club. This can lead to excessive backspin, making it harder to control distance. Focus on hitting slightly upwards to reduce backspin and improve distance consistency.",attack angle drill,1.1857399,72.0,101.325,78 +7/18/24 20:48:04,Herald,,Pitching Wedge,57.90791871235115,-3.752265453338623,-13.0651273727417,-9.471351623535156,3.593775749206543,59.97758230593172,1.035740597134242,26.19689178466797,-9.414783477783203,1172.8245849609375,-563.833251953125,1301.3167724609375,Estimated,25.67583656311035,8.779607480753953,61.9011583356064,-6.553618431091309,-7.064978496032836,77.23054639138536,-5.921060085296631,-7.96697300429679,"Your swing path is significantly to the left, which is causing the ball to curve left and lose distance. Work on aligning your club path more to the right. Additionally, your attack angle is slightly downward; aim for a more neutral angle for better contact and increased carry distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:48:32,Herald,,Pitching Wedge,58.15322361614972,-4.470998764038086,-9.99904441833496,-3.0749261379241943,6.924118041992188,63.87032033744117,1.0983109166746825,22.03877639770508,-3.776964664459229,7961.05126953125,-2207.64111328125,8261.4775390625,Estimated,15.498973846435549,9.380549522851084,64.00700966966315,0.4034830033779144,0.4505967609922265,70.82057025361064,0.8235324025154114,1.0180291170839624,"You have good club speed and carry distance, but your attack angle is a bit negative, which means you're hitting down too much on the ball. This can lead to high backspin and a lower trajectory, making it harder to control the ball. Also, your club path and face angle suggest that the ball is starting left of your target, likely causing a fade or slice. Focus on improving your swing path and face angle for better accuracy and distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:49:35,Lauren,,Pitching Wedge,59.89982746948226,-2.31794810295105,-11.773554801940918,0.5040501356124878,12.277605056762695,61.4247720129365,1.0254582460063206,23.02779006958008,-1.0591514110565186,1316.4752197265625,-667.1726684570312,1475.881591796875,Estimated,26.87530517578125,7.451591523933246,60.84534160872545,2.1298274993896484,2.261285694003874,76.98964976782554,2.808607339859009,3.772455820124748,"Your shot data shows a good ball speed and carry distance for your pitching wedge. However, your club path is a bit off, which is causing the ball to drift left due to the sidespin. Focus on aligning your club path more toward your target. Working on your swing path will help straighten out your shots and improve consistency.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:50:24,Herald,,Gap Wedge,67.5667854329131,-2.122912883758545,-11.47303867340088,-1.7434000968933103,9.729639053344728,75.802065374216,1.1218835540056835,26.671289443969727,-2.8676555156707764,4734.82861328125,4.110563895665109e-05,4734.82861328125,Estimated,-4.974160106030467e-07,17.601788216624072,91.3724180543586,-3.096234083175659,-4.935338495245446,99.3437000102358,-3.0725600719451904,-5.324901509723418,"Your gap wedge shot shows you’re hitting the ball with a little bit of a downward angle, which can cause some distance loss. The club path is aiming to the left, resulting in a pull. To improve, focus on a more neutral swing path and aim to keep the clubface square at impact. This will help straighten out your shots and increase distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:50:51,Lauren,,Gap Wedge,67.81093834999956,0.8238189816474915,-8.67723274230957,-4.479982376098633,4.1972503662109375,84.12354805452378,1.2405601529996275,26.1953239440918,-4.7657151222229,4778.72119140625,486.7916564941406,4803.451171875,Estimated,-5.816458225250244,21.666918739196035,106.18777733707157,-7.378632068634033,-13.637258650494914,114.23953338321736,-7.467081546783447,-14.846197254473736,Your ball is starting slightly left of your target and is not carrying as far as it could. Your club angle at impact suggests you're coming into the ball too steeply from the inside. Work on getting your club path more neutral and face more square at impact to improve accuracy and distance.,swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:51:27,Jason,,Gap Wedge,68.24728531683922,7.19173526763916,-0.9670795202255248,3.5873448848724365,4.554424285888672,72.87653965280515,1.067830600359773,27.102060317993164,2.825718879699707,3863.809326171875,955.2032470703124,3980.130126953125,Estimated,-13.886126518249512,16.009612095283387,86.70429504825006,-0.9801865816116332,-1.483177194004881,96.0992049618335,-1.3614251613616943,-2.283212693405204,"Your gap wedge shot shows good club speed and a decent launch angle, but the sidespin indicates a slight mishit. Focus on keeping your clubface more squared at impact to reduce the curve on your shots. Try to maintain a consistent attack angle to improve your ball flight.",clubface alignment drill,1.1857399,72.0,101.325,78 +7/18/24 20:51:51,Brian,,Gap Wedge,52.16005967922911,,,,0.0,54.36860593749725,1.0423417126408625,29.61837577819824,-13.451915740966797,3048.40625,-521.0806884765625,3092.62109375,Estimated,9.700129508972168,9.420975342095517,53.805535775247336,-12.244677543640137,-11.411432504359937,63.125749546463794,-11.90815544128418,-13.025571085432034,"Your gap wedge shot shows solid ball speed and decent carry distance, but it’s curving significantly to the left. This indicates that the clubface may be closed at impact or the swing path is coming too much from the inside. Focus on ensuring that your clubface is square to your target at contact. Consider practicing with a focus on your follow-through to help stabilize your swing and reduce curvature.",face alignment drill,1.1857399,72.0,101.325,78 +7/18/24 20:52:11,Jason,,Gap Wedge,54.98224792594692,-4.64971399307251,-18.01468849182129,-9.610517501831056,8.404170989990234,53.72614721477521,0.9771544315019004,31.72081756591797,-10.14842128753662,3273.69384765625,-915.1510009765624,3399.20166015625,Estimated,15.618172645568848,10.211094073376898,53.02495378685626,-7.675906658172607,-7.082516758111069,61.403925243588674,-7.228164672851562,-7.7259261958095635,"Your gap wedge shot showed some areas for improvement. The club speed is good, but your attack angle is too negative, meaning you're hitting down on the ball more than you should. This can lead to excessive spin and loss of distance. Additionally, your club path is way off to the left, which is causing the ball to curve too much. Focus on hitting more level through the ball, and try to get your club path closer to straight. Aiming for a more neutral swing path will help improve your accuracy and distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:52:34,Brian,,Gap Wedge,50.52942675486565,-8.11114501953125,-15.748370170593262,-13.330142974853516,2.418227195739746,49.52857643277366,0.9801927235995088,33.63345718383789,-12.920228004455566,1503.7822265625,-261.981201171875,1526.43212890625,Estimated,9.882591247558594,9.07412950995581,47.459959768705176,-12.114192008972168,-9.959995304262293,57.89294372871791,-11.831398963928224,-11.86991475625416,"Your gap wedge shot shows a lot of potential, but the path is quite off, moving too far to the left (around -15.7°) while the club face is also closed (around -13.3°). This combination is causing a significant leftward shot deviation. You also have a lower ball speed given your club speed, indicating a need for more solid contact. Focus on improving your swing path and keeping your club face square at impact for better direction and distance.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:53:28,Lauren,56,Sand Wedge,65.23357714592566,-3.80939531326294,-5.836667537689209,-11.41687297821045,-5.58020544052124,64.40876319329527,0.9873559907532696,33.69514846801758,-10.108403205871582,2497.873291015625,226.334213256836,2508.1064453125,Estimated,-5.177475929260254,16.148311004595826,74.13429220994021,-11.87904167175293,-15.260258142283988,84.33098104569672,-11.91568374633789,-17.411983671007192,"Your shot data suggests that your club face is significantly closed at impact, leading to a pull to the left. Consider working on your alignment and the angle of your club face at address to help straighten your shots. Focusing on keeping the club path straighter and getting a more neutral club face position at impact will help. Also, practice your swing tempo and rhythm to improve your overall consistency.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:53:50,Herald,56,Sand Wedge,62.549571838633256,-8.688640594482422,0.7693047523498535,13.040818214416504,12.271512985229492,50.130843619095685,0.8014578221002747,21.50078392028809,10.808284759521484,3377.085205078125,-1398.943115234375,3655.372314453125,Estimated,22.50157356262207,4.576212437913057,40.16410532121336,14.08030891418457,9.771186776740365,52.21351713949025,14.749403953552246,13.293134920164448,"Your shot with the sand wedge shows that you have a decent club speed, but the attack angle is quite steep. This means you're hitting down too much, which can lead to excessive backspin and difficulty in controlling the ball's direction. Focus on smoothing out your swing and minimizing the steepness. You also have a significant amount of sidespin, which caused the ball to curve off line. Working on your clubface alignment at impact can help keep your shots straighter.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:54:05,Jason,56,Sand Wedge,54.83673067112113,-4.763133525848389,-13.712031364440918,-11.619463920593262,2.092567443847656,49.99740515827716,0.9117502912077776,30.42524719238281,-11.26023769378662,3004.84716796875,-622.5763549804688,3068.66552734375,Estimated,11.70552921295166,8.17695395625492,46.44120534446529,-9.796030044555664,-7.901559124804237,55.22799562796263,-9.440150260925291,-9.0583423624131,"Your shot data indicates that the club path and club face angles are quite negative, which means you're coming into the ball too much from the inside and the face is closed. This can lead to pulls or hooks. Additionally, your attack angle is a bit steep for a sand wedge. Focus on making smoother swings with a more neutral path and an open club face at impact for straighter shots.",swing path drill,1.1857399,72.0,101.325,78 +7/18/24 20:54:48,Jason,,Lob Wedge,62.17556441938814,-6.88284158706665,-11.07753086090088,-12.74176025390625,-1.664229393005371,51.05902917935873,0.8212073288945818,33.429622650146484,-11.852469444274902,3672.100830078125,730.3089599609375,3744.0185546875,Estimated,-11.24824047088623,9.902455703949729,48.60998416310531,-14.519206047058104,-12.18673820422498,56.07894342664713,-14.694428443908691,-14.225207610469624,"Your lob wedge shot shows a significant swing path and face angle issues. The club is moving too far to the left, and the face is also pointing left at impact. This leads to a high spin rate and reduced distance. Focus on aligning your club face more square to your target and work on a smoother swing path. Try to keep your attack angle less steep to improve your launch and distance while also reducing sidespin.",swing path drill,1.1857399,72.0,101.325,78 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_6.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_6.csv new file mode 100644 index 0000000000..1766696b01 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_6.csv @@ -0,0 +1,69 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +6/21/24 23:42:45,Brian,,Pitching Wedge,70.52760034727135,1.2731672525405884,0.1061623767018318,0.5454369187355042,0.4392745494842529,93.02649389445652,1.3190083518566165,16.942914962768555,0.4613180458545685,4312.67919921875,1550.875,4583.0576171875,Measured,-19.77900505065918,15.139833818374427,116.99124665397812,-6.505446910858154,-13.254853407939096,128.83773360450778,-7.131216049194336,-15.994204581862732,"Your swing is solid with a decent club speed, but your ball is curving more left than desired (sidespin). Focus on keeping the clubface square at impact and try to improve your attack angle for better launch. Working on a more consistent swing path can help you hit straighter shots.",swing path drill,1.196976,68.0,101.325,68 +6/21/24 23:43:32,Herald,,Pitching Wedge,73.20324308435738,-0.4588999450206756,3.0428645610809326,6.602327823638916,3.5594632625579834,95.87021149283828,1.3096443197517915,22.18059539794922,5.804046630859375,8511.6455078125,54.91987991333008,8511.822265625,Measured,-0.3696857690811157,25.683157810191915,117.01556826861088,6.38828706741333,13.01983068376228,120.8225642753996,6.347890377044678,13.35877407704811,"Great shot! Your club speed is solid, and with a ball speed of nearly 96 mph, you’re generating good distance. However, your attack angle is slightly flat, which might contribute to high backspin. Try to ensure the club face is more square to your target at impact to reduce the sidespin. Aim for a cleaner strike to achieve a more controlled flight. Work on your launch angle as well; a slightly lower angle could help in controlling your distance better.",swing path drill,1.196976,68.0,101.325,68 +6/21/24 23:44:30,Brian,,Pitching Wedge,76.24933488173338,0.4995669424533844,1.024552583694458,5.745951652526856,4.721399307250977,95.9111795536146,1.2578625072910834,5.537857055664063,4.8480544090271,4688.5546875,-1463.8509521484375,4911.76171875,Measured,17.339303970336914,3.912058707116557,90.95276799275688,9.452905654907228,14.93780275953543,119.2798062958318,10.556872367858888,21.853431731820592,"Your pitching wedge shot has a decent club speed, but your launch angle is quite low, which may be affecting your carry distance. Try to work on getting a higher launch angle for better trajectory. Your club face is also a bit open at impact, which is causing some sidespin, leading to an offline shot. Focus on closing the clubface at impact to improve direction and control.",face angle drill,1.196976,68.0,101.325,68 +6/21/24 23:45:17,Brian,,Pitching Wedge,72.73209758557732,2.1424999237060547,3.812088012695313,13.12009620666504,9.308008193969728,87.73918208236319,1.2063337232798543,26.371749877929688,11.25413990020752,5102.89599609375,2.6032989025115967,5102.896484375,Estimated,-0.0292300768196582,24.19490444386201,111.92020251845952,12.468182563781738,24.163284258937665,119.27405755055496,12.363938331604004,25.539028255622497,"Your ball speed is good, and you're making solid contact, but the face angle is too open at impact, causing the ball to launch right and result in significant deviation. Focus on aligning your clubface better at impact and adjusting your path to help keep the ball on target. A little more practice with control can help tighten those distances.",face alignment drill,1.196976,68.0,101.325,68 +6/21/24 23:46:47,Jason,,Pitching Wedge,70.8189761863191,3.4942126274108887,-0.0993653386831283,7.708041191101074,7.807406425476074,91.905602290346,1.2977538964775437,20.707019805908203,6.319127082824707,9273.12109375,-1132.6239013671875,9342.03515625,Measured,6.963644981384277,21.66488498497074,109.299333693898,10.399337768554688,19.729389248431744,113.28121170504436,10.457468032836914,20.56118012526485,"Your club speed is solid, and you're generating good ball speed with a smash factor over 1.29, which is great! However, your launch angle and backspin indicate that the ball is flying a bit high and spinning too much, causing potential control issues and loss of distance. Focus on reducing the backspin slightly and keeping your face more aligned with your swing path for straighter shots.",swing path drill,1.196976,68.0,101.325,68 +6/21/24 23:47:45,Lauren,,Pitching Wedge,72.17512481012818,0.5490269660949707,2.874196767807007,6.785318851470947,3.911122083663941,90.71138459870144,1.2568233839198308,23.066829681396484,5.933254241943359,3090.543701171875,407.1667785644531,3117.249755859375,Measured,-7.505265712738037,20.7338093557114,123.28972717036775,3.871863603591919,8.325231326493054,135.82264267521532,3.6155755519866943,8.56525187130967,"Your pitching wedge shot shows good ball speed and decent carry distance, but the club path and face angles suggest you're slightly open at impact. This can lead to some unintended rightward direction on your shots. Focus on aligning your clubface more square at impact to improve accuracy. Additionally, your backspin is quite high, which can be beneficial for stopping the ball, but it might contribute to less distance. Practicing with a more level attack angle can help optimize your launch conditions.",face alignment drill,1.196976,68.0,101.325,68 +6/21/24 23:48:42,Brian,,Pitching Wedge,70.2961107507831,0.0055831926874816,1.4368083477020264,2.914673089981079,1.4778647422790527,91.23502655861375,1.2978673440706303,18.73977851867676,2.5739622116088867,5599.53271484375,0.5215082168579102,5599.53271484375,Measured,-0.0053361994214355,17.927716625818903,115.45800873008648,2.768029928207397,5.575760400134527,124.79101742275724,2.7483716011047363,5.983896805443862,"Your club speed is solid for a pitching wedge, but your attack angle is very close to flat. This can lead to less control and lower launch. Focus on hitting down slightly on the ball to get better height and more spin, which will help with stopping the ball on the greens. Reducing backspin slightly may help with distance too. Overall, work on your consistency and aim to keep the face more aligned with your swing path.",attack angle drill,1.196976,68.0,101.325,68 +6/21/24 23:50:56,Brian,,7 Iron,68.38068111148323,1.2699058055877686,6.571308135986328,7.657981872558594,1.0866737365722656,83.82388644438379,1.225841642432941,13.222907066345217,7.1126885414123535,1973.4813232421875,28.86014175415039,1973.6923828125,Estimated,-0.8378323912620544,6.56248006647337,88.14258272359257,7.085708141326904,10.87272751336036,119.34555391960748,7.013890743255615,14.573319584983436,"Your club speed and ball speed are solid, but your club path and face angle show that you're not aligning the clubface correctly at impact. You're hitting the ball too far to the right (7 degrees), which leads to a slice. Focus on improving your clubface alignment at impact to help straighten your shots.",alignment drill,1.196976,68.0,101.325,68 +6/21/24 23:51:38,Lauren,,7 Iron,74.61928221734343,,-5.117059707641602,10.262384414672852,15.379444122314451,71.57348908318909,0.9591822241698484,0.7086246609687805,7.789473533630371,2966.006591796875,-1317.147216796875,3245.3154296875,Estimated,23.94510078430176,0.0189208381039456,24.4829069870832,9.267643928527832,3.942890681909745,24.4829069870832,9.267643928527832,3.942890681909745,"Your shot show that you're hitting the ball with decent speed, but there are some areas to improve. The club path is moving too much to the left, which could lead to pulls or hooks. Additionally, your launch angle is quite low, which is why the ball isn't carrying far. Focus on keeping your club path straighter and lifting the ball a bit more to increase your launch angle.",swing path drill,1.196976,68.0,101.325,68 +6/21/24 23:53:13,Herald,,7 Iron,75.51757585573614,2.7452375888824463,-2.876789331436157,4.1588215827941895,7.035611152648926,101.34270303559332,1.3419750553062222,16.872390747070312,3.0561864376068115,3243.35205078125,-9.9734525680542,3243.367431640625,Measured,0.1761865317821502,18.17411168644321,139.93770134254282,3.287118673324585,8.02405162031829,154.55849605180083,3.2715368270874023,8.820507842650954,"Your shot with the 7-iron shows good distance, but there's room for improvement in your path and face angle. The club path being slightly outside-in means you'll want to focus on making a more neutral swing path to minimize sidespin. Also, the club face is open at impact, contributing to your shot going off target. Try to square the face more at impact for better control.",swing path drill,1.196976,68.0,101.325,68 +6/21/24 23:54:01,Lauren,,7 Iron,75.4811730756337,3.6862971782684326,-0.224028080701828,5.478337287902832,5.702365398406982,105.5210868389122,1.397978893798827,18.39128303527832,4.471998691558838,1358.3179931640625,-784.2251586914062,1568.450439453125,Measured,30.0,16.736477941305452,147.86785765913191,10.991822242736816,28.19379089803715,170.60140018227685,11.85329818725586,35.042661627139296,"Your 7-iron shot was solid, with a good club speed and decent distance. However, the face angle is open at impact, causing the ball to veer to the right (sidespin). Try to work on aligning your clubface better at impact to improve accuracy. Additionally, working on your attack angle can help you achieve a better launch trajectory and distance.",face alignment drill,1.196976,68.0,101.325,68 +6/21/24 23:54:48,Lauren,,7 Iron,79.09842841810496,5.158725261688232,1.6366453170776367,1.238766312599182,-0.3978790044784546,98.80876746394824,1.2491874925966513,12.640931129455566,1.2223392724990845,3501.47119140625,-347.3454895019531,3518.657470703125,Measured,5.6651997566223145,11.83260527425341,125.0732566193892,3.0642659664154053,6.685995175329936,141.94352951494693,3.2679443359375,8.091651524865313,"Your shot showed solid speed and a good launch angle, but your backspin is quite high, which can lead to less distance. Focus on slightly lowering your attack angle to minimize backspin and improve your carry distance. Your club path is mostly on track, but aim to keep the face more square to the target for better accuracy.",backspin reduction drill,1.196976,68.0,101.325,68 +6/21/24 23:55:36,Herald,,7 Iron,75.55327891057641,5.373757362365723,-2.636402130126953,7.673431873321533,10.309833526611328,101.03923560268596,1.337324296967631,19.147289276123047,5.973246574401856,2723.45849609375,-1264.5794677734375,3002.72998046875,Measured,24.90678596496582,19.21317027850773,138.4551174572225,14.443889617919922,34.53508663414823,154.4906291518273,15.251510620117188,40.639782704344725,"Your 7-iron shot showed a decent club speed and a good carry distance, but your ball has a significant amount of sidespin, causing it to curve to the left. To improve accuracy, work on your club path by keeping it more neutral as you swing through the ball. This will help your shots go straighter.",swing path drill,1.196976,68.0,101.325,68 +6/21/24 23:56:21,Jason,,7 Iron,77.15819266493781,0.4564096629619598,2.908225774765014,3.3170504570007324,0.4088246822357178,98.79559214925575,1.2804290605701345,18.17644119262696,3.088598251342773,3980.72998046875,-262.5274658203125,3989.377197265625,Measured,3.773168802261353,19.656530785523728,133.64292538769587,4.73619270324707,11.034652938876548,145.93115627137013,4.823611259460449,12.27119219506983,"Your shot data shows you have a decent club speed and good ball speed, but the high backspin indicates that you may be hitting up on the ball instead of striking it cleanly. This can lead to more airborne shots and less distance. Focus on lowering your backspin by making sure to maintain a more descending angle on your downswing. Additionally, a slight adjustment in your club path could help straighten out your shots.",attack angle adjustment drill,1.196976,68.0,101.325,68 +6/21/24 23:57:09,Jason,,7 Iron,80.23471397798312,-0.318757027387619,-3.8608529567718506,5.548505783081055,9.409358978271484,103.11789749247328,1.285203029710674,17.377845764160156,4.074571132659912,2621.3251953125,-206.1290740966797,2629.417236328125,Measured,4.496226787567139,18.5317145140084,145.9185741118963,5.7097649574279785,14.517367355917486,162.28264036602377,5.82221269607544,16.46229762616008,"Your 7 iron swing shows promise, but you have some areas to improve. The club path is moving too much to the left (negative) and the face is open at impact, resulting in a fade. Work on aligning your swing path more to the target and closing the club face at impact. Also, your attack angle is slightly negative, which is common with an iron. Try to make a more descending strike to get better ball contact and launch.",swing path drill,1.196976,68.0,101.325,68 +6/21/24 23:57:49,Herald,,7 Iron,75.07393297305316,2.284828424453736,1.6019634008407593,5.762195110321045,4.160231590270996,103.70300434340244,1.3813450319783471,18.942630767822266,4.9336466789245605,3477.302978515625,1988.0186767578125,4005.47802734375,Measured,-29.757158279418945,21.03057477226639,139.21688043984886,-6.068535804748535,-14.717747423505898,151.33135570612103,-6.984603404998779,-18.402261364289416,"Your club speed is solid, but your ball is spinning a bit too much, leading to a loss of distance. Focus on ensuring your club face is more square at impact to reduce the sidespin. This will help straighten your shots and increase carry distance.",club face square drill,1.196976,68.0,101.325,68 +6/22/24 00:00:20,Lauren,,5 Iron,80.39152070258751,1.878929018974304,0.2456736266613006,8.649166107177734,8.40349292755127,111.22724395305612,1.3835693488688556,14.205028533935549,7.135361671447754,2645.72998046875,-93.12973022460938,2647.368408203125,Measured,2.0159800052642822,17.250535916996228,158.1752327863869,8.112902641296387,22.32237373813814,177.55557974811563,8.140008926391602,25.14056261239216,"You have a decent swing speed and ball speed, which is great! However, your club face is open at impact (8.65°), causing the ball to curve to the right (slicing). Focus on getting the face square at impact. Also, try to improve your attack angle to create a more optimal launch. Work on your consistency.",face alignment drill,1.196976,68.0,101.325,68 +6/22/24 00:01:25,Jason,,5 Iron,77.9845084669114,0.3641796410083771,-0.7704128623008728,4.640793323516846,5.411206245422363,109.25232913323724,1.400949127987294,11.92861557006836,3.715653419494629,3097.12353515625,449.16351318359375,3129.5244140625,Measured,-8.251847267150879,13.919868094690967,146.657200272095,1.110827088356018,2.843577949117332,164.5548882560397,0.7972127199172974,2.289361931821788,"Your shot data shows you're making solid contact with a good ball speed. However, your club path is slightly across the target line (negative), which could cause some fade or slice. Focus on adjusting your swing path to be more neutral, and work on reducing your backspin to add more distance.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:02:16,Herald,,5 Iron,80.30265559429245,4.329835414886475,-2.886806011199951,17.902572631835938,20.789379119873047,95.0610901591972,1.183785137062811,,14.344361305236816,6525.11474609375,-82.75043487548828,6525.6396484375,Measured,0.7265767455101013,,,,,,,,"Your club speed is good at 80 mph, but the club path is slightly out of alignment, which could cause your shots to drift left. Focus on keeping the clubface square to the target when you swing. Also, consider lowering your attack angle slightly; a lower angle can help with better contact and distance.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:03:01,Jason,,5 Iron,78.22042681231505,-1.230648636817932,2.088838577270508,13.185591697692873,11.096753120422363,95.5413320863854,1.2214371102273678,12.804424285888672,11.092314720153809,2809.03076171875,-1519.732421875,3193.781494140625,Measured,28.41412734985352,9.165232312691046,109.7541270285128,18.785043716430664,35.34288129702463,133.3292474795935,20.121057510375977,45.86590529282103,"Your shot data shows a few areas to focus on. Your club speed is decent, but increasing your attack angle may help you get more height and distance. The club face angle is much open at impact, which is causing the ball to slice. Work on closing the club face slightly during your swing. Additionally, try to reduce your sidespin to get straighter shots. Remember, practice will help you find that sweet spot!",face alignment drill,1.196976,68.0,101.325,68 +6/22/24 00:03:32,Herald,,5 Iron,79.97853773291627,6.2393951416015625,-3.989405632019043,4.968557834625244,8.957963943481445,104.13997423639012,1.302099002912001,12.3776273727417,3.582103729248047,1512.0792236328125,-872.9993896484375,1745.998779296875,Measured,30.00000190734864,8.849280771659892,122.2579150010506,9.139875411987305,19.420114678964865,158.72128849522232,10.440106391906738,28.76148158002616,"Your shot with the 5-iron shows some good distance, but the ball is starting left due to the club path and face angle. Focus on correcting your swing path to help aim the ball straighter. Also, working on your attack angle could help optimize your launch conditions for better distance and accuracy.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:05:09,Brian,4 Hybrid,4 Hybrid,76.22090214303171,-1.5192233324050903,4.123646259307861,10.414992332458496,6.291346073150635,103.2342310839258,1.3544084126714016,19.3296012878418,9.071089744567873,3831.2734375,-318.3318176269531,3844.475341796875,Measured,4.749666690826416,23.295411453295173,144.1236973572486,11.716402053833008,29.266862204355675,155.93560840004648,11.77220630645752,31.81412581317568,"Your 4 Hybrid shot shows good potential with a decent club speed, but there are areas to improve. The attack angle is slightly negative, which means you might be hitting down on the ball more than necessary. Also, your club path and face angle indicate that the face is open relative to your target, contributing to a slice. Focus on a smoother swing path and work on getting that attack angle closer to neutral. Reducing backspin can also help improve distance.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:05:48,Jason,4 Hybrid,4 Hybrid,78.03024660599931,0.1271272152662277,3.118314981460572,7.507483005523682,4.389167785644531,107.00794328837036,1.3713649250487328,15.71293830871582,6.557002544403076,1665.7005615234375,54.58240509033203,1666.5946044921875,Measured,-1.8768216371536253,15.10914603154106,150.21329567043722,6.315375804901123,16.52363043884054,173.954695866978,6.225984573364258,18.865383704669966,"Your shot data shows a solid club speed and good ball speed, which indicates you're generating decent power. However, the club face angle is quite open at impact, causing the ball to veer right. Focus on aligning your club face more square to the target at impact to reduce that rightward deviation. Additionally, working on your swing path to be a bit more inside-out can help improve shot accuracy.",face alignment drill,1.196976,68.0,101.325,68 +6/22/24 00:06:40,Brian,4 Hybrid,4 Hybrid,78.40692919438698,0.2566845715045929,2.645193576812744,5.704160690307617,3.058967113494873,96.37065158704536,1.2291088629185132,14.429641723632812,5.016512393951416,3976.666015625,-922.3580932617188,4082.23193359375,Measured,13.058428764343262,13.444522369940955,122.09795136614866,9.715534210205078,20.604817190283484,136.27997246638188,10.141522407531738,23.99618683998392,"Your shot shows good club speed and ball speed, but the high backspin and sidespin are affecting your distance and accuracy. Focus on a more neutral club face position at impact to reduce sidespin and aim for a more positive attack angle to lower backspin for longer carries.",club face drill,1.196976,68.0,101.325,68 +6/22/24 00:07:27,Jason,4 Hybrid,4 Hybrid,79.0002108843546,0.6571754217147827,-1.328131079673767,-4.613868713378906,-3.2857375144958496,117.82247881189596,1.491419801199921,13.025360107421877,-3.956121683120728,1947.90185546875,148.4446258544922,1953.5499267578125,Measured,-4.3579421043396,15.523407165921183,168.95245311542567,-5.258292675018311,-15.48376668869298,193.2927741152489,-5.3880157470703125,-18.15021768167321,"Your shot shows that you're hitting the ball with decent speed, but your club face is aimed a bit left at impact, contributing to a slice. To improve your accuracy and direction, focus on aligning your club face better at setup and during your swing. Working on your swing path could help straighten your shots.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:10:20,Brian,5 Wood,5 Wood,,,,,0.0,58.07090349902637,-25.96001625061035,19.99605178833008,3.570291757583618,6073.89501953125,2621.615966796875,6615.517578125,Estimated,-23.346004486083984,6.11160040505365,52.04729162747617,-1.2169182300567627,-1.105370061162276,61.99677190091825,-2.009836912155152,-2.1743035902143504,"It looks like there were some inconsistencies with the data, but I can see that your ball speed is decent, but the backspin is very high, which might be causing your ball to climb too much and lose distance. Focus on making solid contact and keeping the face straight through impact. A drill to help with this is to practice hitting the ball with a more neutral face angle, which can reduce backspin and promote more distance.",face angle drill,1.196976,68.0,101.325,68 +6/22/24 00:10:29,Jason,5 Wood,5 Wood,82.14062906036452,-0.329875499010086,0.927041471004486,8.175569534301758,7.248528003692627,90.88931961292928,1.1065086870242429,12.353973388671877,6.831596374511719,2233.166748046875,-681.6142578125,2334.872802734375,Measured,16.973405838012695,7.406979821312802,100.60495303059452,10.441274642944336,18.232385524178653,129.40608343145595,11.203367233276367,25.142581765305067,"Great use of your 5 wood! Your club speed is solid, but the attack angle is slightly negative, which can lead to lower launches. Work on having a more upward swing through impact to help get the ball in the air higher. Also, your club face is open to the path, which is causing a slice. Focus on closing the club face a bit to improve your accuracy and reduce sidespin. Overall, with some adjustments, you can improve both distance and direction.",club face alignment drill,1.196976,68.0,101.325,68 +6/22/24 00:11:08,Brian,5 Wood,5 Wood,80.55391669605433,-4.24971866607666,4.200190544128418,12.959732055664062,8.759541511535645,94.27803785818924,1.1703718667574998,14.988956451416016,11.170975685119627,3234.072265625,-1501.0421142578125,3565.438232421875,Measured,24.897605895996094,11.836462106625277,114.72675831854484,19.035301208496094,37.41824509081789,131.18832796498737,19.950496673583984,44.762534177398265,"You hit the ball with decent speed, but your attack angle and club face position are causing some issues. An attack angle of -4.2 degrees suggests you're hitting down too much, which can lead to higher spin and less distance. The club face being open at 12.9 degrees means the ball is starting right, contributing to erratic shots. Focus on getting your attack angle closer to level and squaring the club face at impact.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:11:53,Brian,5 Wood,5 Wood,80.73072532327478,-0.7281943559646606,-1.261884689331055,11.69709014892578,12.958974838256836,113.1084382539193,1.4010581200774863,15.048174858093262,9.450359344482422,2745.376953125,-619.3428344726562,2814.370361328125,Measured,12.71281909942627,19.23118829799296,162.53666982712457,14.39736270904541,40.41396297877509,179.6376935200351,14.757612228393556,45.75913632484571,"You're generating good ball speed and distance, but your shot is curving significantly to the left, likely due to an open club face at impact. Work on aligning your club face with your target. Also, try to improve your attack angle by aiming for a more neutral or slightly upward strike on the ball to increase consistency in distance and direction.",club face alignment drill,1.196976,68.0,101.325,68 +6/22/24 00:12:46,Jason,5 Wood,5 Wood,98.30521273900104,7.094905376434326,-11.956859588623049,0.5082694292068481,12.465128898620604,111.95041001150456,1.1388044122210623,13.736693382263184,-1.0786218643188477,1771.496337890625,-198.171142578125,1782.5462646484375,Measured,6.3829426765441895,14.085407345022873,155.56319984172114,0.4215087592601776,1.146161956167262,180.27748131078624,0.6367366313934326,2.0029925193172886,"Your club speed is good, but the club path indicates that you're coming too much from the outside, which can lead to inconsistent shots. Focus on bringing the club down more from the inside. Your launch angle and spin rate are decent, but adjusting your path will help straighten your shots and improve distance.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:13:47,Brian,5 Wood,5 Wood,81.19325225480134,1.690693974494934,5.7708234786987305,9.29448699951172,3.5236635208129883,89.93889644250521,1.1077139287419873,9.122154235839844,8.35678768157959,2528.881103515625,-287.1549072265625,2545.132080078125,Estimated,6.478199005126953,4.721369299103969,87.48656661707446,9.682716369628906,14.714551821994974,121.2241754584984,9.995896339416504,21.041771892965244,"Your club speed is solid, but the ball is launching lower than ideal, which may hurt your distance. Focus on keeping the clubface square to the path and working on your launch angle for better carry. Think about using your lower body more as you swing to help generate extra height and distance.",launch angle drill,1.196976,68.0,101.325,68 +6/22/24 00:16:42,Herald,,Driver,80.94079650015283,-1.568590521812439,2.4835517406463623,13.72847843170166,11.24492645263672,113.52539771105604,1.4025732710801984,16.871944427490234,11.58764362335205,2662.249755859375,-151.4436492919922,2666.5537109375,Measured,3.25579571723938,22.67274474426836,169.12473191437493,13.453080177307127,39.346690479375866,186.2857962038197,13.47234058380127,43.40011492121721,"Your club speed is good, but the attack angle is a bit negative, which means you're hitting down on the ball slightly. This can lead to more backspin and less distance. Try to aim for a more upward attack angle to keep the ball climbing off the tee. Your club face is significantly open at impact, which is causing the ball to slice right. Work on closing the face at impact and align your stance to help reduce the sidespin. Overall, focusing on your attack angle and clubface alignment will help improve your accuracy and distance.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:17:28,Jason,,Driver,78.16973939698255,-2.973815679550171,0.8981567025184631,-2.624144554138184,-3.522301197052002,116.0298424228713,1.48433195911806,18.20396614074707,-2.0431480407714844,1730.4627685546875,286.405029296875,1754.0037841796875,Measured,-9.397705078125,22.881587315335764,180.1245429930441,-4.74928617477417,-14.913689735079627,200.7871688649684,-5.000259876251221,-17.5007262758902,"Your driver swing shows good distance but needs adjustments for better accuracy. The clubface is slightly closed at impact, which is causing the ball to start left and drift further off target. Focus on making sure the clubface is square at impact. Additionally, work on your attack angle to be less negative, aiming for a slight upward strike to maximize distance and control.",clubface alignment drill,1.196976,68.0,101.325,68 +6/22/24 00:18:14,Herald,,Driver,88.80893400969126,1.2518688440322876,1.7322858572006226,1.741448998451233,0.0091631412506103,126.66484721724191,1.4262624434093494,13.107521057128906,1.6472214460372925,3155.669189453125,-655.5784912109375,3223.046875,Measured,11.736047744750977,23.34258620771493,188.4512292360214,6.627293586730957,21.749259711548348,203.83824241408547,6.967732906341553,24.72773762138036,"Great job generating solid speed and distance! Your launch angle is good, but the backspin is a bit high, which can lead to less distance. Work on closing the clubface a touch to reduce that spin and keep your shot straighter. Consider focusing on your swing path for better accuracy.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:19:03,Herald,,Driver,94.13790507458816,-4.057374954223633,-5.455317497253418,-14.883703231811523,-9.428385734558104,127.95366435103732,1.3592151243397224,6.196589946746826,-12.908418655395508,2102.983154296875,-27.56983757019043,2103.163818359375,Measured,0.7510972619056702,7.385795924416868,156.3832596070024,-12.908076286315918,-34.9340362065891,204.61394756413932,-12.813117027282717,-45.37757900135921,"Your driver swing shows some areas to work on. The negative attack angle indicates you might be hitting down on the ball, which can lead to less distance. The club path and face angle suggest that your shots are starting left (or slicing). Focus on leveling out your swing and getting a more neutral clubface at impact. Improving your launch angle will also help increase your distance.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:19:37,Brian,,Driver,90.93356443590892,-1.0049906969070437,3.2313199043273926,0.0852346718311309,-3.146085262298584,116.40805246030686,1.2801439510528885,15.439726829528809,0.4743390679359436,3507.915771484375,-278.9695739746094,3518.990966796875,Measured,4.546919345855713,23.752186394591035,169.5214704309401,2.405826568603516,7.115999653315612,184.09985458542,2.5400633811950684,8.158942715950445,"Your driver swing shows great potential with a solid ball speed. To improve consistency and distance, consider working on your attack angle. A slight upward angle can help you optimize your launch conditions. Right now, your negative attack angle suggests hitting down on the ball a bit, which can lead to higher spin rates. Try to focus on sweeping the ball off the tee for better results.",attack angle drill,1.196976,68.0,101.325,68 +6/22/24 00:20:20,Jason,,Driver,87.24113982716426,-0.600993275642395,0.8084550499916077,0.2472879141569137,-0.5611671209335327,120.0078488041636,1.3755878137529418,16.387121200561523,0.3042874634265899,3571.5625,-119.34978485107422,3573.55615234375,Measured,1.9139230251312256,27.57835809634708,183.6022752337085,1.1979564428329468,3.838336941613676,191.7101086630264,1.2271665334701538,4.105833245276301,"Your swing speed is decent, but your attack angle is slightly negative, meaning you're hitting down on the ball rather than getting it up in the air. Additionally, your backspin is quite high, which might make the ball balloon in the air and lose distance. Focus on improving your attack angle to hit the ball more cleanly and reduce backspin for better distance.",tee drill,1.196976,68.0,101.325,68 +6/22/24 00:21:10,Jason,,Driver,90.5988568300163,-0.1148039326071739,4.633347034454346,2.838667631149292,-1.7946794033050537,114.3208829353198,1.2618358215028176,14.402524948120115,2.9115028381347656,1339.841064453125,773.5574951171875,1547.1151123046875,Measured,-30.0,13.647341899648836,154.3436648567531,-3.08280086517334,-8.300425782649768,182.2520793618969,-4.041329383850098,-12.844431375765794,"Your driver swing shows a good club speed and decent ball speed, but the negative attack angle suggests you're hitting down on the ball, which can lead to less distance. Aim for a more positive angle. Your club path is slightly to the right, and the face is open, which may be causing some push shots to the right. Try to find a more neutral swing path and work on closing the club face at impact. Overall, focus on striking the ball on the upswing for more distance.",attack angle drill,1.196976,68.0,101.325,68 +6/22/24 00:22:32,Brian,,7 Iron,80.66969562723807,0.1552606076002121,2.670182228088379,3.796823501586914,1.1266412734985352,110.38642165174495,1.3683753334315676,18.80818557739257,3.452908754348755,3021.152587890625,422.72412109375,3050.583251953125,Measured,-7.965198040008545,25.16574570445573,162.58112456563686,0.6404136419296265,1.8167213609291368,177.34465336118046,0.3794918060302734,1.1753228629053325,"Great job with your 7 iron! Your ball speed and carry distance are promising, but the backspin is a bit high, which may affect your control. Try to improve your launch angle slightly by ensuring a more downward strike on the ball. Also, work on your club path to reduce any unnecessary sidespin. This can help you hit straighter shots.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:23:39,Jason,,7 Iron,76.26232246525797,-1.5332859754562378,2.7152419090271,8.053693771362305,5.338451862335205,108.5968401608161,1.4239907289774507,20.22636985778809,6.955236434936523,3388.897705078125,-309.2510070800781,3402.978515625,Measured,5.214037895202637,27.044936694529724,157.6233031781685,9.674936294555664,26.489907436281783,170.22493663091154,9.754191398620604,28.8397884183562,"Your 7 iron shot had a decent carry distance of about 158 yards, which shows good potential. However, the club face was too open at impact, contributing to a significant rightward curve (sidespin). To improve, focus on getting your club face more square at impact. Also, try to minimize the backspin, as it's a bit high, affecting your carry distance. Working on these areas can help you achieve straighter and longer shots.",face alignment drill,1.196976,68.0,101.325,68 +6/22/24 00:24:05,Lauren,,7 Iron,78.67436077629281,-0.097179390490055,4.482917785644531,0.6158866882324219,-3.867031097412109,109.30068697544084,1.3892796318515084,18.1693058013916,1.0668374300003052,2628.0,-131.6022186279297,2631.293212890625,Measured,2.866802930831909,22.73546781047821,161.63495952297671,2.124398946762085,5.991781514132697,178.34193134080124,2.203892230987549,6.858549313312778,"Great job on your swing! Your club speed is solid, and you're generating a good ball speed as well. To improve your consistency, focus on your attack angle; it’s slightly negative, which can cause lower flights. Try to ensure that the club is approaching the ball at a level angle – this will help you get better height and distance. Additionally, your ball is spinning a bit too much, which can lead to less control. Let's work on those aspects for better results.",attack angle drill,1.196976,68.0,101.325,68 +6/22/24 00:24:34,Jason,,7 Iron,78.25461948457723,-0.9098389744758606,3.3624300956726074,3.9107141494750977,0.5482840538024902,111.06908044410191,1.419329378580544,17.979644775390625,3.633080244064331,3443.17578125,-188.64273071289065,3448.339599609375,Measured,3.135953187942505,25.050153371995293,161.1730741223455,5.190370082855225,14.58056287887814,174.44052741992346,5.2490057945251465,15.958585723246188,"Your 7-iron swing shows good power with a club speed of 78 mph. However, your attack angle is slightly downward, which can lead to excessive backspin and loss of distance. Try to focus on a more level or slightly upward swing through the ball. Your ball is also spinning a bit sideways, indicating some face misalignment. Work on aligning your clubface correctly at impact for straighter shots.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:26:50,Brian,,7 Iron,81.19013762406121,-2.795806646347046,1.7665064334869385,7.481952667236328,5.715446472167969,107.4771261431224,1.3237707101911709,18.038209915161133,6.366883277893066,2618.439453125,958.6678466796876,2788.4169921875,Measured,-20.108781814575195,21.073796742832883,154.03097983789303,-0.1282042562961578,-0.3464935102939463,169.49425358465123,-0.7687221765518188,-2.274085047999449,"Great job with your 7 iron! Your club speed of around 81 mph is solid, and you’re generating a good ball speed of about 107 mph. The launch angle of 18 degrees is good for getting the ball in the air. However, your attack angle is slightly negative, which means you're hitting down on the ball a bit more than ideal. Aim for a more level or slightly upward strike. Your club path indicates you’re swinging slightly to the right, which could cause the ball to drift. Work on aligning your swing path to be more neutral. Overall, focus on making sure your swing path is on track to help improve accuracy.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:29:22,Jason,,7 Iron,,,,,0.0,52.044122883199634,-23.265804290771484,,23.16610717773437,2065.810546875,0.0,2065.810546875,Estimated,-0.0,,,,,,,,"It looks like we have some missing data points that make it hard to provide specific feedback, but the ball speed is decent. To improve your shots, focus on your swing mechanics and aim for better contact. Practicing a consistent setup will also help you achieve more consistent ball striking.",setup drill,1.196976,68.0,101.325,68 +6/22/24 00:29:47,Herald,,7 Iron,77.28145524313277,-2.288629531860352,2.0609166622161865,6.491367816925049,4.430451393127441,99.0299659791417,1.2814195290136117,19.302358627319336,5.590033054351807,1993.9642333984373,-272.0780639648437,2012.441162109375,Measured,7.770071506500244,18.003762346630765,140.55640483820753,7.891130447387695,19.29718205817744,159.77234936606874,8.098006248474121,22.50663604275337,"Your 7-iron shot had a decent carry distance of around 140 yards, but the club face was open at impact, leading to a high right-side spin that caused your ball to drift off target. Focus on aligning your club face more toward your target at impact and try to maintain a more neutral swing path. Incorporating this will help you improve accuracy and distance.",face alignment drill,1.196976,68.0,101.325,68 +6/22/24 00:30:14,Lauren,,7 Iron,75.25726099174062,-1.6912391185760498,3.551316738128662,4.032910346984863,0.4815936088562011,99.71300876706935,1.3249619698225894,14.760937690734863,3.757089614868164,3529.177490234375,126.82949829101562,3531.45556640625,Measured,-2.0581765174865723,15.008234275734594,131.97946878813582,3.2345850467681885,7.446840361177692,146.89801345958404,3.1428608894348145,8.053905046443845,"Your club speed is good, and your ball speed is solid, which means you're making decent contact. However, your attack angle is slightly negative, suggesting you're hitting down on the ball more than ideal for a 7-iron. Try to work on getting your attack angle closer to neutral to help increase launch and distance. Your backspin is also high, which can lead to a higher, softer shot that might not carry as far. Focusing on a smoother swing could help reduce this and get you more distance.",attack angle drill,1.196976,68.0,101.325,68 +6/22/24 00:30:47,Lauren,,7 Iron,78.0401707581932,-1.1153727769851685,5.202803611755371,0.0553849525749683,-5.14741849899292,102.95679855071194,1.3192795140046871,14.13551902770996,0.6965056657791138,2702.11279296875,-319.36981201171875,2720.9208984375,Measured,6.740667343139648,14.015161474081197,138.18143045784564,2.739454507827759,6.604243991702958,157.46070296342987,2.9786784648895264,8.182379908232917,"Your 7-iron shot shows good ball speed and carry distance, but you have a slightly negative attack angle, which may cause the ball to fly lower than optimal. Your club path is moving to the right, which may lead to a fade or slice. Focus on a more neutral path and a slightly upward angle of attack to improve your launch and distance.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:31:18,Herald,,7 Iron,73.79105497075125,-0.2242272347211837,3.603111505508423,7.025108814239502,3.421997308731079,97.3705504534455,1.3195440896195416,14.566998481750488,6.22143030166626,3340.234619140625,-1300.9560546875,3584.641357421875,Measured,21.27994155883789,12.846683106726005,122.37326536890578,13.176193237304688,27.894547430179955,138.14415956502762,13.92030143737793,33.23362577128,"Your shot data shows you're hitting the ball well, but your launch direction and side spin indicate that your club face is open at impact. This means the ball may slice to the right. Focus on adjusting your aim and ensuring your club path aligns with your target for a straighter shot.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:32:13,Herald,,Gap Wedge,68.03150113919264,0.0806681513786315,1.9573383331298828,3.4904820919036865,1.5331437587738037,82.59226758415298,1.2140297685798374,21.64734268188477,3.112077236175537,7747.57763671875,-355.1557312011719,7755.7138671875,Estimated,2.6246511936187744,17.442291823718506,97.68288833411953,4.456676006317139,7.590542827359798,103.72708073758896,4.488382339477539,8.117349834665958,"Your shot data shows a solid swing with a good ball speed for your club speed. However, your attack angle is very flat, and the club face is slightly open at impact. This can lead to some loss of distance and accuracy. Focus on improving your angle of attack by trying to hit a bit down on the ball with your gap wedge. Additionally, pay attention to your clubface orientation to help straighten out your shots.",attack angle drill,1.196976,68.0,101.325,68 +6/22/24 00:32:43,Brian,,Gap Wedge,69.11916005996773,,9.525887489318848,-0.3207993507385254,-9.846687316894531,83.41900151463688,1.2068867943745645,31.148164749145508,0.9284338355064392,5686.28466796875,835.6622924804688,5747.36181640625,Estimated,-8.36040210723877,26.45473287474215,100.98934300868405,-2.336740255355835,-4.117705937410761,106.166893288555,-2.473063707351685,-4.581035042804217,"Your gap wedge shot shows decent club speed and distance, but the club face was slightly open at impact, causing the ball to spin to the right. To improve your accuracy, focus on keeping the club face square to the target at impact. Also, consider your attack angle; ensuring you have a slightly downward strike can help with better contact and control.",club face drill,1.196976,68.0,101.325,68 +6/22/24 00:33:13,Herald,,Gap Wedge,70.4058012188625,-0.4858105778694153,1.6755787134170532,1.4067599773406982,-0.268818736076355,88.20365459144796,1.2527895864327896,29.884004592895508,1.365204691886902,5401.94580078125,516.3262329101562,5426.5654296875,Estimated,-5.459831714630127,28.363383055507256,112.70895706998364,-0.7984389662742615,-1.5707016322544831,116.33300280437015,-0.8600281476974487,-1.74614278865522,"Your gap wedge shot looks solid! You're generating good club speed and ball speed, which is great for overall distance. However, the attack angle is slightly downward, which might be causing excess backspin. A more neutral attack angle can help lower the spin for better control. Focus on striking the ball more level to you can achieve a lower, more stable flight path.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:33:52,Jason,,Gap Wedge,67.62992710458866,0.0283648706972599,1.294573187828064,5.603625774383545,4.309052467346191,82.38187214434856,1.218127472131476,25.03282928466797,4.764931201934815,7647.10595703125,511.06298828125,7664.16455078125,Estimated,-3.823443174362183,20.541051173188865,97.64056121541216,3.6869518756866455,6.278793254013351,102.26452150925616,3.595428228378296,6.413075787804246,"Your gap wedge shot shows good speed and distance, but you might want to focus on adjusting your clubface alignment. The face is open at impact, causing the ball to drift to the right. Additionally, your backspin is high, which can be good for stopping the ball on the green, but it may affect distance control. A slight adjustment in your grip and alignment could help flatten out your trajectory and improve accuracy.",face alignment drill,1.196976,68.0,101.325,68 +6/22/24 00:34:34,Jason,,Gap Wedge,57.577733720957895,-3.1747004985809326,1.868941307067871,6.246537208557129,4.377595901489258,61.05829090687712,1.0604497079163837,32.14667892456055,5.364902496337891,2533.705322265625,454.61614990234375,2574.16748046875,Estimated,-10.172192573547363,13.515631804215218,67.52927591310709,3.5893237590789795,4.227666595831181,77.75587658023869,3.293663740158081,4.467403458007141,"Your gap wedge shot shows good potential, but there are a few areas to improve. Your club speed is solid, but the attack angle indicates you're hitting down on the ball a bit too much, which can affect distance. Try to keep the club face more square to your swing path to reduce sidespin. Additionally, focus on increasing your launch angle slightly for better carry. Overall, just aim for a smoother swing and better face alignment at impact.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:34:53,Jason,,Gap Wedge,54.02626961960004,-9.260086059570312,3.905697107315064,3.0014922618865967,-0.9042048454284668,56.68464962247435,1.04920532218108,35.009490966796875,2.9542019367218018,1727.2371826171875,393.5065002441406,1771.4952392578125,Estimated,-12.834310531616213,12.835461998156802,60.68675049718786,1.0579543113708496,1.1205554260444757,71.40110174689289,0.7478196620941162,0.9320315589296584,"Your gap wedge shot shows that you're making good contact, but the attack angle is quite steep at -9.3 degrees. This means you're hitting down on the ball too much, which can lead to less distance and spin. Try to strike the ball with a more neutral or slightly upward angle. Your ball speed and smash factor are decent, but working on more consistent launch angles and reducing spin can help your overall distance and control. Focus on a smoother swing with less downward pressure.",attack angle drill,1.196976,68.0,101.325,68 +6/22/24 00:35:13,Lauren,,Gap Wedge,54.584910642473005,-4.111370086669922,1.5737636089324951,8.836226463317871,7.262462615966797,53.19528187151627,0.9745418879576684,32.7095832824707,7.455197334289551,2012.8037109375,180.8428649902344,2020.9114990234373,Estimated,-5.134026527404785,10.233320399682157,53.38840131117968,6.968014240264893,6.476837633095329,63.7009369594125,6.798177242279053,7.540464497676851,"Your gap wedge shot is showing some encouraging signs, but there's room for improvement. Your club speed is good, but the attack angle is slightly negative, which can affect your contact with the ball. The face angle is significantly open, causing the ball to launch right. Focus on aligning your club face more at address and try to swing more upward through impact to create a better angle. Consistent backspin is nice, but aim for more control over direction.",club face alignment drill,1.196976,68.0,101.325,68 +6/22/24 00:35:37,Jason,,Gap Wedge,52.89044485440672,-6.784331321716309,-1.1750179529190063,6.19091796875,7.365935802459717,51.50915305395165,0.9738839065495214,33.88667297363281,4.938333988189697,3037.589111328125,-847.5922241210938,3153.62646484375,Estimated,15.590938568115234,10.211312050111816,49.76948272334266,7.88314151763916,6.826034276529299,57.75506144994824,8.206549644470215,8.24405637322991,"Your ball speed is a bit low considering your club speed. Try to improve your impact by making sure the club face is square at contact. Your attack angle is a bit steep, which might cause some extra backspin. Focus on a more level swing path to promote better distance and control. Lastly, your club path is slightly inward, which could lead to a pull. Working on your alignment might help straighten out your shots.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:36:08,Brian,,Gap Wedge,122.55766472596588,,,,0.0,134.20448931589817,1.0950313847442683,15.745794296264648,3.0110113620758057,3417.65283203125,-1231.9451904296875,3632.91064453125,Measured,19.822473526000977,32.43059530804521,201.5422152438969,12.772398948669434,44.55671407799491,215.4539118184057,13.309040069580078,49.59825939068878,"Your gap wedge shot shows great potential with a strong ball speed and decent carry distance. However, the high backspin and sidespin indicate that you might be hitting the ball off-center, causing it to fade. Focus on developing a consistent swing path and solid contact with the ball. It could also help to work on aligning your body with your target for more accuracy.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:37:26,Jason,56,Sand Wedge,51.73316753666359,6.896807670593262,-5.2972187995910645,9.503379821777344,14.80059814453125,41.43898014437718,0.8010137812460284,48.99756622314453,7.143466472625732,1000.0000610351562,-156.18365478515625,1012.1232299804688,Estimated,8.876948356628418,10.923430570623282,33.813842293395055,8.21886157989502,4.833846858747052,40.64937368068104,8.295099258422852,5.864541506191188,"Your swing has some good elements, but the club face is open at impact, which causes a significant rightward spin. Focus on closing the face a bit more as you strike the ball. Practicing with a slightly more closed stance can help improve your accuracy and distance.",club face awareness drill,1.196976,68.0,101.325,68 +6/22/24 00:37:50,Lauren,56,Sand Wedge,54.5151813134512,-4.228531360626221,-2.594104528427124,7.139092445373535,9.733197212219238,44.26012733643665,0.811886272228463,41.00494766235352,5.539620399475098,1441.8216552734375,-92.61714935302734,1444.793212890625,Estimated,3.675414323806762,9.747376208041146,39.41210435886842,6.145768642425537,4.219414768430909,47.76025035925068,6.174094676971436,5.136619672398297,"Your swing speed is solid, but we need to work on your club path and face angle to help with accuracy. The club face is pointed right (7.14 degrees), which can cause your shots to veer off line. Aim for a straighter path and a more square club face at impact. Keep practicing your setup and your alignment to improve your consistency.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:38:12,Brian,56,Sand Wedge,59.55834020845805,-2.6503348350524902,0.2482863217592239,5.771830558776856,5.5235443115234375,57.7899168734748,0.9703077129283044,40.5352783203125,4.772180080413818,5434.0283203125,-3066.548095703125,6239.58203125,Estimated,29.437042236328125,16.504546523551085,55.64743709938739,13.078182220458984,12.59193713836737,58.41925429140292,13.384828567504885,13.523501911591666,"Your club speed of about 59.6 mph is solid for a sand wedge, but the attack angle is a bit too negative, which means you might be hitting down too much on the ball. This can cause extra spin and make it tough to control. Try to focus on a more neutral attack angle to get a better trajectory and distance. Additionally, your launch angle is quite high, but with good backspin, this can help with stopping the ball on the green. Work on making sure your club face is square to your swing path for more consistent results.",attack angle drill,1.196976,68.0,101.325,68 +6/22/24 00:38:43,Lauren,56,Sand Wedge,65.23408487340248,-2.8637771606445312,3.880059957504273,4.589921951293945,0.7098619937896729,71.14295324931936,1.0905794629814156,36.70243835449219,4.25576639175415,4848.65576171875,589.9736938476562,4884.4169921875,Estimated,-6.937520503997803,22.963951232607545,80.18742061659032,2.489235639572144,3.482698772777667,85.55960221877285,2.332464694976806,3.4821147202821976,"Your swing with the sand wedge shows potential, but there are a few areas to work on. The attack angle is slightly too negative, which means you're hitting down on the ball more than you should. Try to create a more neutral or slightly positive angle to get better contact and more height on your shots. The club path and face angle are close, but if you aim to get them to align better at impact, you can reduce sidespin and improve accuracy. Overall, focus on relaxing your grip and allowing a smoother follow-through for more consistent results.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:39:16,Brian,56,Sand Wedge,75.48526049515294,-1.5700345039367676,-19.999998092651367,8.591054916381836,28.591053009033203,61.79653092478429,0.8186569208269788,39.92105865478516,4.554347515106201,2270.11669921875,217.67721557617188,2280.529052734375,Estimated,-5.477238655090332,18.72013193494854,68.63173757535833,3.745595216751098,4.483431527204232,77.27385805572794,3.5847384929656982,4.831585219753436,"Your shot shows that you had a very steep attack angle, meaning the clubhead was coming down too much which can lead to digging into the sand. The club path was quite far to the left, causing the ball to curve. Focus on getting a flatter attack angle and a more neutral club path for better control and distance.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:39:37,Herald,56,Sand Wedge,56.96142509660058,-3.3585870265960693,5.449882984161377,7.544176578521728,2.094293594360352,53.39876112443062,0.937454795659904,35.18596649169922,6.878885269165039,5572.55712890625,-321.3739318847656,5581.81640625,Estimated,3.3006386756896973,12.001731232678026,51.54335861897471,8.132745742797852,7.291674300345676,56.30534720471224,8.141119003295898,7.973489361424811,"Your shot shows a decent club speed and a good launch angle, but the face angle is open compared to your swing path, which is causing the ball to veer to the right. Focus on squaring the clubface at impact and try to lower your attack angle slightly to avoid digging too deep into the sand. Working on aligning your body to the target will also help correct the direction of your shots.",face angle correction drill,1.196976,68.0,101.325,68 +6/22/24 00:40:19,Brian,56,Sand Wedge,64.88486223493737,-1.215807557106018,0.8121768236160278,4.898159980773926,4.085983276367188,55.06361232076097,0.848635728336522,47.44015502929688,4.125085353851318,2440.1298828125,567.8453369140625,2505.330810546875,Estimated,-13.100208282470703,18.534551340414964,52.68807647927315,1.9256961345672607,1.7704894341092086,58.53784197880441,1.660243272781372,1.695981022901492,"Your sand wedge shot is solid overall! The good club speed shows you're generating decent power. However, the attack angle is slightly negative, which could lead to chunky contacts. Aim for a slightly steeper angle as you hit down more on the ball. The face angle suggests the club is open at impact, leading to some right spin. Focus on squaring the face to improve accuracy and reduce sidespin. A higher launch angle is good for your wedge shots, keeping the ball in the air longer for softer landings. Consider practicing to ensure consistent contact and square your clubface at impact.",face angle drill,1.196976,68.0,101.325,68 +6/22/24 00:41:03,Jason,,Lob Wedge,58.21206027081598,-3.9385716915130615,4.072807312011719,5.158614158630371,1.0858068466186523,46.98993051546131,0.8072198492349055,40.30925750732422,4.747020721435547,2674.715087890625,-711.3626098632812,2767.6953125,Estimated,14.893518447875977,10.849674127003482,42.5980856908318,7.313729763031006,5.422847113213607,49.17054106104251,7.567660331726074,6.475611122854843,"Your lob wedge shot had a decent carry distance, but the sidespin and club face angle suggest your ball is curving more than it should. Try to focus on keeping your club path and face closer to neutral at impact for straighter shots. Also, practicing a smoother swing can help improve your consistency.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:41:20,Brian,,Lob Wedge,62.34142917284362,-6.530203819274902,6.512004852294922,9.739766120910645,3.2277612686157227,51.82228864200579,0.8312656499793553,45.458892822265625,8.815292358398438,1502.88818359375,-549.9947509765625,1600.3646240234375,Estimated,20.10053253173828,15.366332504970046,50.46114271929855,12.260351181030272,10.715642422900371,58.38065676505949,12.557916641235352,12.693496566673277,"It looks like you had a decent swing with your lob wedge, but there's room for improvement in accuracy. Your club face was slightly open at impact, causing the ball to veer to the right. Work on ensuring the club face is square at impact to improve your direction and control. Also, consider your attack angle – lowering it closer to zero can help you make cleaner contact with the ball.",face alignment drill,1.196976,68.0,101.325,68 +6/22/24 00:41:57,Lauren,,Lob Wedge,49.803035133623325,-8.301666259765625,6.399886131286621,10.881643295288086,4.481757164001465,42.81707198174309,0.8597281644956647,41.82435989379883,9.739227294921877,1000.0001220703124,-488.9375,1113.1307373046875,Estimated,26.055740356445312,9.236601441735615,37.07682886098428,12.35096549987793,7.930720031542307,45.797400106906025,12.741761207580566,10.100935515026094,"Your shot with the lob wedge shows a steep attack angle, indicating you're hitting down on the ball quite a bit. This is fine for some shots but may lead to lower distances. Your club face is open relative to your path, causing your shot to drift to the right. To improve, try focusing on a flatter swing path and squaring the club face at impact. Additionally, aim to reduce your attack angle slightly for better distance and control.",swing path drill,1.196976,68.0,101.325,68 +6/22/24 00:42:15,Lauren,,Lob Wedge,59.790960458571135,-3.2978322505950928,1.7147719860076904,2.4800808429718018,0.7653088569641113,53.16401183220887,0.8891647069132792,41.26737594604492,2.251758813858032,2131.968994140625,-579.3341674804688,2209.280517578125,Estimated,15.202277183532717,14.344751683832442,53.22453703996871,4.982872009277344,4.622961668371829,60.89792719233537,5.265480041503906,5.588651273070241,"Your lob wedge swing is off to a good start with decent distance and height. However, the club path and face angle suggest a slight push to the right. Focus on ensuring your clubface is more aligned with your target at impact. Also, try to reduce your attack angle slightly for better contact and spin control.",swing path drill,1.196976,68.0,101.325,68 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_7.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_7.csv new file mode 100644 index 0000000000..ef3310a88c --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_7.csv @@ -0,0 +1,135 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +6/8/24 18:06:22,Herald,56,Sand Wedge,67.72000393224016,-2.04536247253418,5.245246887207031,5.1636643409729,-0.0815825462341308,72.17623413066576,1.065803749847452,31.158126831054688,4.897872924804688,4479.56884765625,2157.812744140625,4972.19189453125,Estimated,-25.72016143798828,18.76538557383856,83.20084781057085,-2.812020301818848,-4.081811739760639,89.73788039693136,-3.380724668502808,-5.291944261764797,"Your shot shows a good club speed and decent carry distance. However, the attack angle is a bit too negative, which means you're hitting down on the ball too much, potentially causing unwanted spin. Try to focus on a more neutral or slightly upward angle of attack. Your club path and face angles are close, but there's room for improvement in consistency. Work on aligning your swing path directly at your target to reduce side spin and improve accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:06:52,Jason,56,Sand Wedge,69.2525857209339,-1.5903308391571045,4.596847534179688,6.372054576873779,1.7752070426940918,75.2258586872922,1.0862534287229175,31.442556381225582,5.809340476989746,5152.232421875,1853.576416015625,5475.51318359375,Estimated,-19.786794662475582,21.164011994365183,90.09413573195344,-0.6898379325866699,-1.085053377927025,93.57978605573498,-0.9304113388061525,-1.519972501219442,"Your shot was solid, with good club speed and decent carry distance. However, the high backspin suggests that your ball may not be traveling as far as it could. Consider working on your attack angle to be less negative, which can help reduce backspin and improve distance. Also, focus on aligning your clubface better with your swing path to ensure straighter shots.",attack angle adjustment drill,1.1954004,68.0,101.325,83 +6/8/24 18:07:33,Lauren,56,Sand Wedge,65.96249033808226,-9.418721199035645,14.634096145629885,12.717862129211426,-1.916234016418457,67.64140430553516,1.025452555821465,30.886775970458984,12.277861595153809,5643.49365234375,1398.306884765625,5814.14501953125,Estimated,-13.91610336303711,16.74965875458713,74.96706763240854,8.964776039123535,11.681908257962618,80.44002332088075,8.61566162109375,12.050370290139996,"Your swing is producing good height and distance, but your club path is excessively out to in, which can lead to inaccuracies. Focus on getting your swing path more neutral and let the clubface aim at the target more consistently. This will help improve your accuracy and consistency.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:07:57,Jason,56,Sand Wedge,69.98749351061088,-6.907171726226807,5.774718284606934,7.114369869232178,1.339651584625244,77.33228772345865,1.1049443814091473,31.832740783691406,6.566478252410889,5059.67626953125,1842.47509765625,5384.7041015625,Estimated,-20.00903511047364,22.760546607453307,91.16659795495524,0.0484566427767276,0.0789556026686835,97.09075922699868,-0.3758651614189148,-0.6370264479148631,"Your shot shows good control but the club face is slightly open at impact, leading to a higher launch angle and backspin. Focus on closing the club face a bit more at contact, which can help lower the spin and improve distance. Additionally, work on maintaining a smoother swing tempo to maximize your club speed and efficiency.",club face drill,1.1954004,68.0,101.325,83 +6/8/24 18:08:33,Jason,56,Sand Wedge,67.45742776099496,-0.5408035516738892,1.9031943082809448,29.54135131835937,27.63815689086914,82.65151383409466,1.2252396300513133,5.808935165405273,24.50407791137696,2546.77978515625,-386.2774658203125,2575.9072265625,Estimated,8.624484062194824,1.648996607018205,53.5050699689532,25.73057556152344,23.228691799294893,97.71855725437854,26.19072723388672,43.12911456331949,"Your shot with the sand wedge carried about 53 yards, but the ball was launched quite low with a high right spin. The club face was much open compared to your club path, causing it to slice. Focus on aiming your club face more in line with your target and controlling your swing path for better direction.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:09:07,Lauren,56,Sand Wedge,62.54811265546459,-7.245320796966553,9.47971248626709,5.22093391418457,-4.25877857208252,71.98555046349065,1.1508828549313797,31.905441284179688,5.474761962890625,4842.32958984375,2346.89111328125,5381.0830078125,Estimated,-25.85768699645996,19.33108004783412,82.01192551997246,-2.4492852687835693,-3.504851049570106,87.68962498253495,-2.9717040061950684,-4.546158765217626,"Your club speed is decent, but there are some adjustments to make. The attack angle is a bit steep, which can lead to excess backspin and reduced distance. Focus on lowering your attack angle slightly to make cleaner contact. Additionally, your club path and face angle indicate a tendency to cut across the ball causing sidespin. Work on your swing path to keep it more in line with your target. This will help you achieve better direction and compression.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:09:44,Herald,56,Sand Wedge,65.2934079224583,-7.977290153503418,15.23390293121338,11.994535446166992,-3.2393674850463867,66.65315757139706,1.0208252209863755,31.522157669067383,11.758756637573242,5125.06982421875,2037.673828125,5515.29296875,Estimated,-21.682249069213867,16.42247463252704,73.33582569977716,6.154821872711182,7.862744664676768,78.88769522399434,5.665726661682129,7.788177848219504,"Your shot with the sand wedge shows some room for improvement. The swing speed is decent, but the attack angle is quite steep, which can lead to more backspin than necessary. Try to lower your attack angle a bit by making sure you're not hitting down too hard on the ball. The club path is also quite out to in (15.2 degrees), and this can create a slice. Focus on bringing the club back more straight before you start your downswing. Additionally, the high backspin shows your ball is climbing too much in the air—aim for a more controlled trajectory that stays lower and runs out more on the green. Overall, small adjustments to your swing path and attack angle can help you gain consistency and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:12:12,Herald,,Pitching Wedge,60.56212169673972,-6.4316935539245605,9.569703102111816,,31.429908752441406,62.45742570151742,1.031295204852107,18.45711708068848,34.87543869018555,3929.760498046875,-75.81949615478516,3930.491943359375,Estimated,1.1053086519241333,6.196764123975584,59.10131913921896,36.158790588378906,34.871258906933235,73.20796826491187,35.984275817871094,43.0143065299244,"Your shot shows a good club speed and decent ball speed, but the high backspin indicates that you might be getting too steep with your swing. Your attack angle is negative, which means you're hitting down on the ball too much. Try to make your swing more level, which can help you achieve a better launch angle. Additionally, the club path being far to the right means you're swinging outside-in; working on your swing path will help straighten your shots. Aim for more of a straight-through swing rather than across your body.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:12:59,Brian,,Pitching Wedge,64.24224138075215,-2.7033233642578125,5.575319766998291,-0.463544636964798,-6.038864612579346,87.66269016467959,1.3645646272694425,21.891796112060547,0.3168569505214691,5427.34765625,351.7821350097656,5438.736328125,Estimated,-3.708529472351074,19.49221595953054,110.57834191011898,-1.1028714179992676,-2.1287308083535947,118.99611531156825,-1.1953401565551758,-2.482408229526243,"Your pitching wedge shot had a decent carry distance of about 110 yards, but the club face angle was slightly closed at impact, which might be causing a bit of a hook. The attack angle is negative, indicating you might be hitting down on the ball too much. Try to focus on a cleaner, slightly upward strike for better launch. Additionally, lowering your backspin can help improve distance. Work on keeping your club face more square to your path at impact for straighter shots.",club face awareness drill,1.1954004,68.0,101.325,83 +6/8/24 18:14:08,Herald,,Pitching Wedge,62.39352883855281,-7.256498336791992,13.327144622802734,5.171911716461182,-8.155233383178711,80.90290893717702,1.296655445575428,25.510990142822266,5.9159111976623535,3779.209716796875,258.3865051269531,3788.032470703125,Estimated,-3.911255121231079,18.78164934993561,102.65212377607077,5.095968246459961,9.118040871057133,112.88202851160533,4.942525863647461,9.725548288973869,"Your shot data shows that you're launching the ball well with a decent carry distance of about 103 yards. However, your attack angle is quite negative (-7.3 degrees), indicating that you're hitting down on the ball too much with your pitching wedge. This might cause excessive backspin and loss of distance. Additionally, your club path is noticeably to the right (13.3 degrees), which could lead to pushes or hooks. Focus on getting your club path more neutral and a slightly shallower angle of attack for better results.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:15:00,Brian,,Pitching Wedge,62.966663560911,-1.7020286321640017,7.00015115737915,-1.9265958070755005,-8.92674732208252,87.4607682271353,1.389001152054529,19.54624366760254,-0.7066415548324585,7317.77392578125,117.86686706542967,7318.72314453125,Estimated,-0.9227793216705322,17.707745768811037,106.1914652114001,-1.1540271043777466,-2.138826572918134,113.15921148234791,-1.1696903705596924,-2.310187575088804,"Your shot looks solid overall, but here are a few things to improve: Your club path is moving right, which may lead to a push. The club face is slightly closed at impact, contributing to some leftward spin. Focus on keeping your club path more neutral and getting the face square at impact. The launch angle is good, but you might want to practice improving your carry distance for longer approaches.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:15:33,Brian,,Pitching Wedge,65.61511514497397,-4.079353332519531,9.589853286743164,3.1738874912261963,-6.415966033935547,90.4198466281905,1.3780338025531385,20.24140930175781,3.8070528507232666,7042.49462890625,768.3662719726562,7084.28662109375,Measured,-6.22658634185791,19.8511078743893,111.71374830491824,1.453065037727356,2.8329651416516697,118.35571009389332,1.2955821752548218,2.676130098666306,"Your shot with the pitching wedge shows great distance and decent ball speed, but the attack angle is a bit too steep and your club path is out to the right. This could mean you're aiming to the right or your swing is cutting across the ball. Working on straightening your club path will help improve accuracy and distance control. Focus on keeping the club head on a straighter path through impact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:16:24,Jason,,Pitching Wedge,66.2326824214797,-2.81139612197876,6.586435794830322,5.382175445556641,-1.2042603492736816,93.12719459956406,1.4060610441071657,18.217647552490234,5.245182037353516,7149.06103515625,2069.312255859375,7442.521484375,Estimated,-16.14320945739746,18.621591849454035,114.07665782944514,-1.431491494178772,-2.850086223375996,121.24136328907936,-1.8400496244430544,-3.893062660439142,"Your shot showed solid ball speed and decent distance. However, the attack angle is slightly negative, which means you're hitting down on the ball a bit too much. This can lead to higher spin and less distance. Work on leveling out your swing path and keeping your clubface more square to achieve a better launch angle. Try focusing on hitting the ball with an upward angle to maximize your carry distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:17:16,Jason,,Pitching Wedge,66.53397814610389,-8.142952919006348,10.842388153076172,8.195802688598633,-2.646585464477539,84.74311210799715,1.273681725777877,24.184005737304688,8.088894844055176,4231.203125,-1603.2852783203125,4524.77685546875,Estimated,20.752674102783203,18.929963223454703,106.32761619170104,15.943133354187012,29.20642320058346,115.77729354214534,16.43592071533203,32.75833219407423,"Your pitch shot has good speed and carries a decent distance, but the ball is spinning a bit too much and veering to the left. Focus on keeping your club path more neutral and aligning the clubface to it for straighter shots. This will help you achieve better direction and reduce side spin.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:17:43,Lauren,,Pitching Wedge,65.7064036919819,-5.953885078430176,8.366297721862793,6.662141799926758,-1.7041559219360352,78.84871183186078,1.200015636245857,22.90345001220703,6.519284248352051,4427.36669921875,57.1221923828125,4427.7353515625,Estimated,-0.7391930818557739,15.613355422026984,96.27754956312856,6.709346294403076,11.248407808611203,105.89314788392858,6.6403889656066895,12.245235233449762,"Your pitching wedge shot had a good carry distance of about 96 yards. However, your club path is moving a bit too far to the right (8.37 degrees), which can lead to inconsistent shots. Focus on getting that path more neutral to ensure better direction. Also, your attack angle is a little steep; a slight adjustment can help you get better contact with the ball.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:18:14,Brian,,Pitching Wedge,67.72706945074106,-1.645324945449829,9.841075897216797,1.0542564392089844,-8.786819458007812,89.75158340311737,1.3251951417799803,21.375120162963867,2.097374439239502,7431.49267578125,2774.091552734375,7932.380859375,Measured,-20.470029830932617,20.107531950721523,107.84869748007986,-6.695154190063477,-12.573698013294576,113.419356807437,-7.095391750335693,-14.009733957676872,"Your shot with the pitching wedge shows some great power, but there's room for improvement in your accuracy. The club path suggests you're swinging to the right of the target, which is causing the ball to drift off course. Focus on aligning your club face more squarely at impact and adjusting your swing path to be more neutral. That will help with straighter shots and better distance control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:19:15,Brian,,Pitching Wedge,69.72992208163714,-4.648838520050049,12.08080768585205,7.286649227142334,-4.794158458709717,91.11583433346824,1.3066963451757951,19.97365379333496,7.497054100036621,6489.30419921875,109.65475463867188,6490.23046875,Measured,-0.9680787324905396,19.727117701404723,114.17271777773568,7.761418342590332,15.418845082018038,121.45692872154996,7.684237003326416,16.240431727394594,"Your shot shows great potential, but we need to address a few areas. The club path is quite right, which can cause a slice. Also, your attack angle is slightly too steep, which might lead to less consistent contact. Aim to keep your club path more neutral and work on a shallower attack angle to improve your strike and accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:19:50,Jason,,Pitching Wedge,68.22359279012699,-3.844547271728516,7.1866655349731445,10.468706130981444,3.282040596008301,84.70943996306414,1.241644371085114,24.07607650756836,9.498478889465332,4364.8134765625,-610.0598754882812,4407.24072265625,Estimated,7.956555366516113,19.47668224905283,107.96336367215464,13.095843315124512,24.46238588547453,117.37716351216297,13.219108581542969,26.841292190672,"Your shot shows some good potential, but there's room for improvement. The club speed is decent, but the attack angle is slightly downward. This means you might be hitting too much into the ground. Your face angle indicates you're aiming a bit right (10.5 degrees open), which is causing a slice. Work on aligning your face more towards your target. Also, your backspin is high, which can lead to less distance. Focus on a smoother swing and ensuring the clubface is square at impact. This will help with accuracy and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:20:32,Brian,,Pitching Wedge,64.53746997535927,,13.241439819335938,7.372490406036377,-5.8689494132995605,85.89043967384168,1.3308615864029854,23.4722900390625,7.71279239654541,5295.7197265625,62.64536285400391,5296.09033203125,Estimated,-0.67774498462677,20.16946654606249,108.2544137178611,8.140997886657715,15.329859469578878,116.1277166958198,8.062606811523438,16.28756476377896,"Your ball speed is good, suggesting you're making contact well, but the launch direction and sidespin indicate you might be pushing the ball right. Focus on aligning your swing path more directly towards your target. Also, consider lowering your backspin for more distance and control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:21:02,Lauren,,Pitching Wedge,70.68364334735179,-3.1428465843200684,9.676441192626951,12.87669849395752,3.2002573013305664,91.64656741158616,1.2965739041098785,20.68312644958496,11.787996292114258,9974.7900390625,-334.736328125,9980.4052734375,Measured,1.922023892402649,21.73263716034694,107.45900096788864,14.154363632202148,26.27751257450086,110.658649128246,14.116494178771973,26.9890240975974,"Your shot data indicates that your club path is quite right (9.7 degrees), and your face is also open at impact (12.9 degrees). This combo can cause a rightward ball flight. Try to bring your club path more in line with your target. Additionally, your attack angle is slightly downward at -3.1 degrees, which is good for pitch shots. However, focus on keeping the clubface square to your path at impact to reduce sidespin. Lastly, your backspin is quite high, affecting distance. Work on achieving a more controlled strike to improve carry and total distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:22:29,Jason,,Pitching Wedge,69.61916922581213,-3.4783942699432373,10.071575164794922,9.303385734558104,-0.7681894302368164,94.44947908065478,1.3566590944845192,20.5833683013916,8.902238845825195,5618.40283203125,-2231.041748046875,6045.1630859375,Measured,21.657798767089844,20.441668383379465,118.91790233881784,18.876256942749023,38.47298132058222,126.90658905906002,19.349105834960938,42.047107253820286,"Your club speed is decent, but the high backspin and sidespin are causing your ball to curve too much, leading to less distance and accuracy. Focus on flattening your attack angle a bit and keeping your club path more consistent. This will help improve your contact and control your shots better.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:25:59,Brian,,8 Iron,66.73121107106817,-4.176681995391846,10.811020851135254,6.248636245727539,-4.562384605407715,80.60696781745537,1.2079350355504508,21.25625228881836,6.485522270202637,1703.7374267578125,983.6531372070312,1967.306396484375,Estimated,-30.0,12.220431775508246,97.51826062286092,0.7750597596168518,1.319216840943653,114.80727412684882,-0.1384764164686203,-0.277959089161957,"Your 8-iron shot shows solid distance and decent ball speed, but we need to focus on your swing path and angle of attack. Right now, your club is coming in too steep (attack angle of -4.18°), which can lead to contact issues and inconsistent shots. Work on making your swing path more neutral and try to level out your attack angle for better contact. This will help you get more lift and distance on your shots.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:26:28,Brian,,8 Iron,67.88653001140074,-1.585929274559021,4.951509952545166,4.140676975250244,-0.8108329772949219,82.76856421727916,1.2192192501720027,21.064342498779297,4.020813465118408,1429.15966796875,825.1256103515625,1650.2513427734375,Estimated,-30.0,12.398440546618415,101.8460645834666,-1.2653225660324097,-2.249345992275068,121.96242615637856,-2.175288677215576,-4.62925274810874,"Your shot with the 8-iron shows a good club speed of nearly 68 mph, but the negative attack angle means you're hitting down on the ball too much. This can lead to low shots. The club path is aiming a bit right, while the face is open to that path, which contributes to the slice. Focus on having a shallower attack angle and aligning your club face more with your target for straighter shots. Try to keep the face square at impact for better direction.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:27:35,Lauren,,8 Iron,67.23836255452761,-8.331684112548828,2.582221031188965,7.591989517211914,5.009768486022949,87.98604003491437,1.3085690473732343,22.67443084716797,6.559338092803955,4430.62744140625,303.6884155273437,4441.0234375,Estimated,-3.921090602874756,19.977569840970773,113.70000237511704,5.641946792602539,11.178011752742124,123.6978463669875,5.482692718505859,11.818767401914329,"Your shot shows a strong club speed and decent ball speed, but your attack angle is quite negative, which means you're hitting down on the ball too much. This can lead to less distance and higher spin. Also, your face angle is pretty open to your path, causing a push to the right. Focus on shallowening your swing and ensuring your clubface is more square at impact to improve accuracy and distance.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 18:28:21,Brian,,8 Iron,72.45410185885976,-4.515258312225342,6.76227617263794,10.291889190673828,3.5296130180358887,94.25057790826668,1.3008314987033631,20.13117408752441,9.300134658813477,9050.1787109375,622.5579833984375,9071.56640625,Measured,-3.9351534843444815,22.53561756193926,113.5734215121347,8.448129653930664,16.685564207963807,117.73019821485286,8.33802318572998,17.072373832105995,"Your ball speed and carry distance are solid for an 8-iron, but you have a steep attack angle, which might be affecting your consistency. The face is pointing too far right at impact, causing a push. Focus on making a more level swing and aligning your clubface better with your swing path. Your backspin is quite high too, which can lead to less distance. Working on your contact can help reduce that spin a bit.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:28:56,Lauren,,8 Iron,71.21928730215723,-2.193028926849365,7.842610836029053,7.210801124572754,-0.6318097114562988,100.90196145277788,1.416778590112647,21.049604415893555,6.904438018798828,3632.465576171875,865.7344970703125,3734.20703125,Measured,-13.40536117553711,24.125723425773685,140.26825002415717,2.199714422225952,5.384099401942763,151.79205631454715,1.7862982749938965,4.731679390075328,"Your swing shows good speed and distance, but your attack angle is slightly negative, suggesting you're hitting down on the ball a bit too much. This could lead to excessive backspin and a higher ball flight. Focus on a more level or slightly upward swing through impact to optimize distance and control. Also, your club path is quite far to the right, indicating a potential slice. Work on aligning your clubface better with your swing path for straighter shots.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:29:39,Jason,,8 Iron,70.34806108488146,-1.670306921005249,10.562552452087402,12.161023139953612,1.598470687866211,96.14301901273392,1.366676174581819,23.99740982055664,11.31100082397461,5332.927734375,-72.00916290283203,5333.41357421875,Estimated,0.7736033797264099,26.71840128791996,126.09939513589325,12.972173690795898,28.3065547476981,133.52037448693227,12.884037017822266,29.77215939261441,"Your shot data indicates a few areas for improvement. Your attack angle is slightly negative, meaning you're hitting down on the ball more than you should with an 8-iron. This can lead to unwanted spin and may affect your distance and direction. Additionally, your club path is quite exaggerated to the right (10.56 degrees), which is pulling your shots to the right. A more neutral swing path will help you achieve straighter shots. Consider focusing on making your swing more balanced and leveling out your attack angle.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:30:27,Brian,,8 Iron,75.42892407831368,-3.268497467041016,7.932781219482422,7.05239725112915,-0.8803839683532715,101.4310049503847,1.3447229453395688,19.9961051940918,6.785604476928711,3784.448974609375,286.7434387207031,3795.296630859375,Measured,-4.332957744598389,23.353159643784693,141.10321147167997,5.609792709350586,13.793242384820587,153.0416616594248,5.433432102203369,14.49136033265495,"Your shot data indicates you have solid ball speed and distance for an 8-iron. However, your attack angle is a bit too negative, suggesting you're hitting down on the ball too much, which can cause excessive backspin. Try to have a more level or slightly upward attack angle. Your club path is also quite right, leading to a fade. Focus on aligning your stance and swing path towards your target to improve accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:31:16,Brian,,8 Iron,72.63904265894416,-2.1121294498443604,10.258316040039062,11.350049018859863,1.0917329788208008,104.8318659889137,1.443188981456181,20.87220001220703,10.60678005218506,4878.3330078125,579.9491577148438,4912.68505859375,Measured,-6.7796549797058105,27.69307643596608,142.9477160012284,8.590045928955078,21.351219592278994,151.73043043266807,8.345744132995605,22.023140699789792,"Your shot shows a strong ball speed with decent carry distance, but the attack angle and club path suggest that your swing path is too far to the right and slightly downward, which may cause the ball to slice. Focus on bringing the club more inside on the takeaway and feel for a more neutral path through impact. This will help reduce the sidespin and improve your accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:34:54,Brian,,8 Iron,67.47876511487357,-6.458452701568604,5.127997398376465,5.774349689483643,0.6463522911071777,91.1982227164708,1.3515099537049624,18.20261001586914,5.384832859039307,1906.5736083984373,426.39111328125,1953.6715087890625,Measured,-12.606337547302246,13.400596407527246,118.98767992481226,2.7029123306274414,5.611195699395353,139.1792507719265,2.26658582687378,5.504523204376881,"Your 8-iron shot data shows that you're hitting the ball solidly, but the attack angle is negative, which means the club is coming down too steeply at impact. This could lead to less distance and inconsistent shots. Focus on improving your attack angle by making sure you're hitting up on the ball instead. Also, your club path and face angle are quite aligned, which is good! Try to keep your shots straight by working on a smoother swing.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:35:21,Brian,,8 Iron,66.19648017239751,,14.165653228759766,3.433624744415283,-10.73202896118164,94.7719670941642,1.4316768330785363,16.648176193237305,4.592963218688965,2302.486083984375,387.3904418945313,2334.84765625,Measured,-9.550497055053713,13.56584258866053,124.40050323707236,2.2867884635925293,4.963715102918172,144.06582609855468,1.9297568798065183,4.851342881314452,"Great job with your 8 iron! Your club speed is solid, and your ball speed indicates you’re transferring energy well. However, your club path is quite out to in (14 degrees), which may be causing some leftward movement of the ball. Focus on bringing your club path more neutral to improve accuracy. Additionally, working on your attack angle could further enhance your launch conditions and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:35:33,Lauren,,8 Iron,,,,,0.0,93.68691507665244,-41.881797790527344,22.81072425842285,3.805397510528565,3823.308837890625,-1548.21044921875,4124.88134765625,Measured,22.04499053955078,21.822524925301423,123.74072416376202,12.296867370605469,26.35392332812239,134.32736816352917,12.87053680419922,29.92124504978824,"It looks like you're hitting the ball with a lot of spin, which can cause it to fly higher and land softer. However, the deviation in your carry distance suggests that your shots are not very consistent. Focus on your clubface alignment and path to achieve straighter shots. Practicing your setup and follow-through could help improve your accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:35:53,Lauren,,8 Iron,67.75708937113495,-5.785993576049805,10.907645225524902,5.897840023040772,-5.009805202484131,89.75862332191355,1.3247119106646783,16.960067749023438,6.209460258483887,1304.7674560546875,753.3077392578125,1506.6156005859375,Measured,-30.0,10.188934495928264,106.65753910278454,1.4291657209396362,2.660268901610777,132.02605114645303,0.4597012996673584,1.0589879494149417,"Your 8-iron shot shows good distance with a carry of about 107 yards, but your club path is significantly out to the right. This suggests that you're coming across the ball, which can lead to slices. To improve, focus on making sure your club path is more neutral or slightly inside to out. Additionally, working on your attack angle, which is a bit steep, could help you strike the ball cleaner and maximize your distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:36:36,Jason,,8 Iron,68.51627421411513,-1.7995811700820925,2.766035318374634,,30.16368293762207,72.40482242728649,1.0567536436820768,11.545551300048828,27.39532470703125,3754.832763671875,-229.9811553955078,3761.869140625,Estimated,3.5049524307250977,4.207480542194247,63.84385043325028,28.59059715270996,30.55233880196397,87.74277375962265,28.6517391204834,42.07129537073979,"Your 8 iron shot shows a good club speed but your attack angle is slightly down, which can lead to higher backspin and less distance. Focus on having a more neutral attack angle (around 0 degrees) to improve your launch and distance. Additionally, your ball is launching at a steep angle, so consider working on your swing path to achieve a more consistent ball flight.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:37:09,Lauren,,9 Iron,71.0561147843141,-4.785312652587891,9.721059799194336,12.688873291015623,2.967813491821289,97.73172815401176,1.375416154551507,21.958908081054688,11.63929557800293,2721.455810546875,326.2846984863281,2740.94580078125,Measured,-6.836755275726318,22.594202199038364,139.23839860250337,10.118182182312012,24.46132624737561,153.0580651909404,9.837191581726074,26.14983244128598,"Your shot data indicates some room for improvement with your 9-iron. Your club speed is good, but the attack angle is a bit too negative, meaning you're hitting down on the ball more than ideal. This could contribute to some unnecessary backspin and loss of distance. The club face is also open at impact, which is causing a rightward ball flight and some sidespin. Focus on striking the ball with a more neutral club path and a shallower angle of attack to improve your accuracy and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:37:57,Jason,,9 Iron,69.59718334608078,,14.078755378723145,9.923993110656738,-4.154762268066406,100.8084883976344,1.4484564396284754,20.51678466796875,9.91342544555664,2913.46484375,-97.11286163330078,2915.082763671875,Measured,1.909100890159607,22.4606127061104,143.90557878101208,11.253946304321287,28.08432277317206,158.1133899707238,11.230859756469728,30.794603777084603,"Your 9 iron shot had a solid ball speed and decent carry distance, but the high club path and club face angle suggest you're coming too much from the outside, causing some push to the right. Focus on squaring the clubface at impact for better accuracy and distance. Try to keep the path more neutral.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:38:49,Lauren,,9 Iron,63.02927190540504,,12.388431549072266,7.048460483551025,-5.33997106552124,97.92777069270689,1.5536871636353002,15.028841972351074,7.339892387390137,3727.3857421875,1409.71435546875,3985.0595703125,Measured,-20.716846466064453,14.33104730920661,124.79487216922736,0.6042553782463074,1.3167137588202138,138.69626438899468,-0.1282042562961578,-0.3108495882639523,"Your 9 iron shot shows a good club speed and ball speed, resulting in a decent distance. However, your club path is quite open (12.4 degrees), and the face is also pointed slightly right (7.0 degrees), which might contribute to a push. To improve accuracy, you could focus on aligning the clubface more square to your target at impact. Your backspin is also high, which could mean you're hitting behind the ball. Focus on making clean contact at the bottom of the swing. + +Overall, working on your swing path and clubface alignment will help you hit straighter shots.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:39:50,Herald,,9 Iron,71.10090146771017,-2.7065205574035645,8.973374366760254,6.452258110046387,-2.521116256713867,94.2416350780868,1.3254632941733626,18.71982765197754,6.422842502593994,3202.505859375,608.5947265625,3259.82080078125,Measured,-10.760014533996582,17.21641995060463,126.11165189469102,3.2553393840789795,7.161405563034805,140.03299367898217,2.880791425704956,7.037778336958127,"Your shot shows that you're generating good ball speed, which is great! However, the face is slightly closed relative to your swing path, causing a bit of a pull. Focus on trying to get your clubface more square at impact. A bit more consistency in your swing path will also help straighten out your shots and maximize distance.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:40:35,Jason,,9 Iron,70.40517829271448,-2.991112470626831,6.298332691192627,10.639707565307615,4.34137487411499,95.10537764835136,1.3508292991311528,16.138872146606445,9.527789115905762,7367.08251953125,-954.9219970703124,7428.71337890625,Measured,7.3855061531066895,17.469393945410047,117.3037397698754,13.641165733337402,27.664939706996847,125.12159113519284,13.761399269104004,29.7638074419292,"Great effort with your 9 iron! Your club speed is decent, but we can work on your swing path and face angle. The club path is moving to the right too much, which is why your ball is starting right and losing distance. Try to bring the club path more in line with your target to improve accuracy and consistency. Also, a higher smash factor indicates good energy transfer, so keep that up!",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:40:41,Lauren,,9 Iron,,,,,0.0,98.37947748237455,-43.97956085205078,27.004568099975582,5.973396301269531,1297.933837890625,-749.3623657226562,1498.724853515625,Measured,30.0,25.773804843390508,155.634520995025,13.617281913757324,36.64187245219773,165.39150173776395,13.992587089538574,39.99102553598459,"Your ball speed is solid for a 9 iron, but the numbers suggest there's some inconsistency in your swing. The high sidespin indicates an outside-to-in swing path, which can lead to hooks or slices. Focusing on your club path and face angle at impact will help straighten out your shots. Additionally, your launch angle looks good, but working on reducing the carry deviation can improve your accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:42:01,Jason,,9 Iron,69.93536397857952,-3.748215436935425,6.331909656524658,11.279163360595703,4.947253704071045,95.9266673749662,1.3716475030336233,21.67339515686035,10.057252883911133,2832.7900390625,-52.27814483642578,2833.2724609375,Measured,1.0572534799575806,21.380914489870065,140.9141119608612,11.044107437133787,26.99418879037876,148.63091390085538,11.018263816833496,28.406669689028604,"Your shot data indicates that you're hitting the ball fairly well, but there's room for improvement. The backswing and club path are good, but your attack angle is a bit too steep (-3.75 degrees). This may cause you to hit down on the ball instead of making clean contact. Additionally, the club face is open at impact which is causing some sidespin, resulting in a slice. Focus on keeping the face square through impact and work on your attack angle to help achieve a more consistent shot shape.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:43:02,Brian,,9 Iron,72.79462059772231,-1.978073239326477,7.925363540649414,3.298789501190185,-4.6265740394592285,97.27231585322534,1.3362569246809002,15.585758209228516,3.7013773918151855,2884.05419921875,1135.9071044921875,3099.68603515625,Measured,-21.49738502502441,13.674618194138134,124.94497366056294,-2.5423741340637207,-5.542385971822,141.49112245195647,-3.3048789501190186,-8.156815096145522,"Nice job with your 9-iron! Your club speed is solid, and you're generating good ball speed. However, your attack angle is slightly negative, which means you're hitting down on the ball a bit too much. This can lead to higher spin rates and less distance. Focus on trying to level out your swing a bit more at impact to maintain better launch conditions. Keep practicing your setup and follow-through to help improve your distance and accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:43:35,Brian,,9 Iron,72.92247405629587,7.95429801940918,-0.8292991518974304,22.12885093688965,22.95815086364746,74.28718578133157,1.018714556008922,3.2630014419555664,18.07337188720703,1379.723388671875,-796.5835571289062,1593.167236328125,Estimated,30.0,0.2986840550763787,19.14261047934974,19.05722618103028,6.250299835841531,34.43741219788808,19.4964599609375,11.493441818330894,"Your swing speed is good for a 9 iron, but your launch angle is too low. This can lead to low flight and shorter distance. Focus on getting a more upward angle on your swing to elevate the ball better. Additionally, your club face was way open at impact, which might cause a big slice. Try to adjust your grip and alignment for straighter shots.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:48:44,Brian,,7 Iron,61.66867746621074,-8.580464363098145,8.592934608459473,9.072066307067873,0.4791316986083984,79.056444902375,1.2819546024104589,17.056476593017578,8.527209281921387,2037.9586181640625,-348.6672668457031,2067.569580078125,Estimated,9.708539962768556,8.659671257858463,88.55227886195007,10.541203498840332,16.200006951101045,108.29404585148222,10.833145141601562,20.353833145766203,"Your club speed is decent at 61.67 mph, but the attack angle is quite steep at -8.58 degrees, which means you're hitting down too much on the ball. This can lead to lower distances and a tendency to hook the shot, as seen in your positive sidespin. Focus on a shallower angle of attack and ensure that your clubface is square to your target around impact. This should help reduce sidespin and improve your overall control and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:49:16,Brian,,7 Iron,64.8169334184804,-3.814430713653565,2.935107707977295,11.21401309967041,8.278905868530273,88.87552737488568,1.3711776026347116,19.46244239807129,9.578706741333008,3846.08544921875,-1808.4771728515625,4250.0546875,Estimated,25.18349266052246,15.282590849579492,110.35145420284334,18.43971824645996,34.9049253614935,122.22849544249311,19.194509506225582,40.18583207404481,"Your 7-iron swing shows some good potential, but you have room for improvement. The angle of attack is a bit too steep, which could be causing excess backspin and affecting your distance. Try to swing more level to the ground and keep the clubface square to your path for better accuracy. Additionally, your ball is curving significantly left due to the side spin. Focusing on a more neutral swing path can help straighten that out.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:49:46,Herald,,7 Iron,67.39069786404207,-2.2262353897094727,2.337472915649414,9.629033088684082,7.291560173034668,91.5095577919601,1.3578959810829805,15.674596786499023,8.201987266540527,6148.9033203125,-1017.7877807617188,6232.56787109375,Measured,9.39858055114746,14.611984903134385,111.82355851767352,12.46224880218506,24.13111131004439,122.10229004182928,12.701067924499512,26.84594792342159,"Your shot shows decent power, but the ball is veering off to the right due to an open club face at impact. Your attack angle is slightly descending, which can also contribute to a higher spin rate. Try to work on keeping the club face more square to your path at impact to reduce sidespin and improve accuracy. A lower backspin can also help the ball carry further.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:50:27,Herald,,7 Iron,65.84117333744553,-7.066373825073242,6.368444442749023,14.314371109008787,7.945926666259766,84.86557256211108,1.2889438061372749,25.236034393310547,12.555013656616213,1951.331787109375,-873.7560424804688,2138.023681640625,Estimated,24.1216049194336,18.10789264886762,112.72829755119074,19.11991500854492,36.92375287372533,128.0010033122844,19.75257873535156,43.25910796159678,"Your shot data indicates a few key areas for improvement. Your club speed is decent, but your attack angle is quite negative, meaning your club is coming down too steeply. This could lead to inconsistent contact. Additionally, the club face is pointing significantly to the right of your swing path, which is causing the ball to veer right (slices). Focus on a slightly shallower angle of attack and aligning your club face better with the path to improve accuracy and consistency.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:50:59,Brian,,7 Iron,67.50127578855154,-3.527820587158203,1.5118716955184937,9.93986701965332,8.427995681762695,91.10923814288708,1.3497409801303273,17.975051879882812,8.354007720947266,5206.68701171875,-1061.5203857421875,5313.794921875,Measured,11.52332878112793,16.37844541797574,114.59637277073487,13.35231876373291,26.46469305569167,124.62916813265564,13.62625789642334,29.361086559089017,"You're hitting the ball pretty well, but your club face is open at impact, causing the ball to curve significantly to the right. Your backspin is a bit high, which can affect your distance. Try focusing on closing the club face a bit more at impact and reducing your backspin for a more controlled shot.",club face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:51:28,Brian,,7 Iron,67.9242341098261,-1.2082780599594116,5.932442665100098,19.724720001220703,13.792277336120604,90.76260960783291,1.336233095555846,22.182334899902344,16.94464111328125,1121.7449951171875,647.6397705078125,1295.279541015625,Measured,-30.00000190734864,15.9300422434319,122.47220386163826,12.008646965026855,25.481474053997545,143.5887052713988,11.172829627990724,27.82302603030621,"Great job with good club speed and ball speed! However, your club face is significantly open at impact, which is causing the ball to veer off to the right. Try to work on closing the club face more at impact and improving your attack angle slightly to hit up on the ball. This will help with straighter shots and better distance.",club face awareness drill,1.1954004,68.0,101.325,83 +6/8/24 18:51:37,Jason,,7 Iron,,,,,0.0,122.26295239207047,-54.65642929077149,,4.407327651977539,1527.381103515625,588.54052734375,1636.8485107421875,Measured,-21.07299995422364,,,,,,,,"It looks like we have some missing information that would help in assessing your swing better. However, focusing on improving your swing path can reduce your sidespin, resulting in straighter shots. Given the sidespin numbers, it's possible that your clubface was misaligned at impact. Target a more consistent grip and stance to enhance your accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:52:05,Herald,,7 Iron,81.1601091704324,0.4146110415458679,-1.331769943237305,13.149456024169922,14.481225967407228,88.6908425718484,1.0927886061069954,21.6504135131836,10.634621620178224,4199.86279296875,-797.6124267578125,4274.9306640625,Estimated,10.753207206726074,18.68600866790075,114.60221329568958,15.289786338806152,30.2207304822507,125.1685739866498,15.506481170654297,33.46349840398784,"Your shot shows some room for improvement. The club speed is decent at 81 mph, but the ball flight indicates an open club face, causing excessive backspin and a significant rightward deviation. Focus on closing the club face at impact and ensure your swing path is more neutral. A smoother transition could help you achieve a more consistent strike and better accuracy.",face angle drill,1.1954004,68.0,101.325,83 +6/8/24 18:52:34,Jason,,7 Iron,68.43153065827892,-5.805273056030273,6.69617223739624,12.76154899597168,6.06537675857544,86.54388066988577,1.2646784287502355,22.87507438659668,11.320497512817385,1463.4635009765625,39.33992385864258,1463.9921875,Estimated,-1.5398190021514893,16.111414531145442,117.28218823279258,11.409261703491213,23.20026512997969,137.18456965857877,11.30020809173584,26.88124972496917,"Your club speed and ball speed indicate decent power, but your attack angle is too negative. This means you're hitting down on the ball too much, which can lead to lower shots and a lack of distance. Focus on hitting more up on the ball and getting that launch angle higher. Work on your club path; it's aimed too far right for a straight shot, which is causing side spin. A more neutral swing path will help straighten your shots.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 18:52:45,Herald,,7 Iron,,,,,0.0,96.6981571426786,-43.22794342041016,18.932153701782227,5.416597843170166,5496.408203125,-775.7416381835938,5550.880859375,Measured,8.033443450927734,20.67712706102612,125.46298650600876,9.318904876708984,20.31615133029959,134.36961184616575,9.47848892211914,22.1276506361487,"It looks like you're hitting the ball with a decent speed, but your spin rates are excessively high, which could lead to a lack of distance and control. Focus on hitting the ball more cleanly by adjusting your swing path and ensuring the club face is square at impact. Working on your attack angle can help you achieve a better launch and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:52:53,Lauren,,7 Iron,69.61093038751187,-2.891556024551392,4.316102027893066,14.53041172027588,10.214309692382812,89.37166671870091,1.28387404422243,24.7635555267334,12.475671768188477,3455.6181640625,-174.18885803222656,3460.005615234375,Estimated,2.885691404342652,22.270149015534344,120.14383687041482,14.503302574157717,30.08832578152783,131.24614916203882,14.466710090637209,32.78759322409724,"Your shot shows a few areas for improvement. The club path is moving to the right (4.3 degrees), and the club face is significantly open (14.5 degrees) at impact, which is causing a high amount of sidespin and pushing your shots offline. To improve accuracy, focus on aligning your clubface with your target at setup and during the swing. Additionally, your attack angle is slightly negative, so try hitting down on the ball more for better contact and control.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:53:23,Jason,,7 Iron,74.03750332802701,-3.500983953475952,5.779390335083008,-1.33364999294281,-7.113040447235107,92.57683508116588,1.2504046046906714,15.907632827758787,-0.3723326027393341,6230.81640625,-68.94034576416016,6231.19775390625,Measured,0.6339184641838074,15.673184299531613,114.83983922527476,-0.1398823112249374,-0.2808626644251468,124.53278278368909,-0.1186940670013427,-0.2591525825117404,"Your club speed is solid, but your attack angle is a bit too negative, which can lead to digging into the ground. Try to focus on swinging more up on the ball to improve contact. The club path is good, but the face is slightly closed at impact, which is causing the ball to start left. Aim to match your club face more closely with your club path to straighten your shots. Consider practicing hitting with a more neutral or slightly upward attack angle for better results.",launch angle drill,1.1954004,68.0,101.325,83 +6/8/24 18:54:02,Jason,,7 Iron,72.79694163761633,-5.869865417480469,2.3749568462371826,9.000643730163574,6.6256866455078125,93.15587480207796,1.279667424296594,16.705486297607422,7.69050407409668,1721.687255859375,906.5313110351562,1945.7662353515625,Measured,-27.76844596862793,11.661385070452184,115.77221228543476,2.075468778610229,4.1930069912909005,137.50843511092353,1.1232649087905884,2.695695857264525,"Your shot data shows you're on the right track, but there's some room for improvement. Your club speed is good, and your carry distance is decent. However, the attack angle of -5.87 degrees indicates you might be hitting down on the ball too much, which can lead to more backspin and less distance. Also, your club face is open relative to your path, which is causing some rightward spin. Work on leveling out your swing and aim to have the club face more square at impact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:54:39,Jason,,7 Iron,70.10317004297576,-1.7907403707504272,5.294195175170898,13.937434196472168,8.64323902130127,97.39667068548806,1.3893333300873614,19.71538543701172,12.110971450805664,1991.34814453125,-1149.7052001953125,2299.41064453125,Measured,30.0,16.726820216112515,130.76826906663882,20.53989219665528,45.88130759148726,149.78837244916213,21.533571243286133,54.97926852915998,"Your shot data shows that you're generating a good amount of speed and distance, but your accuracy needs some work. The ball is curving a bit to the left (left spin), and the launch direction is off target. Focus on keeping your clubface more neutral to the path during your swing to improve accuracy and control.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:55:24,Lauren,,7 Iron,72.80008186806117,-0.738810658454895,7.09726619720459,2.912309408187866,-4.1849565505981445,100.14941546655336,1.3756772368478734,15.554539680480955,3.280296802520752,2158.431396484375,1246.1710205078125,2492.342041015625,Measured,-30.00000190734864,13.057754463834158,128.3031503554048,-4.356085300445557,-9.745296563976922,148.46122162010033,-5.442981719970703,-14.08231499564954,"Your swing produced a decent ball speed, and your carry distance is respectable for a 7 iron. However, your club path and face angle suggest that you could be aiming a bit too far right, leading to a notable leftward curve on your shots. Focusing on your alignment and ensuring your club face is square at impact will help straighten out your shots. Additionally, consider your attack angle; a slightly more neutral attack angle could improve your launch and spin rates.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:56:08,Brian,,7 Iron,71.05190363288875,-6.096876621246338,2.511287212371826,8.59125804901123,6.079970836639404,99.89183977096218,1.4058995560074463,17.026275634765625,7.371284008026123,2511.57080078125,-181.6498413085937,2518.131103515625,Measured,4.136725902557373,16.42150051640067,137.73599030676542,8.923744201660156,21.365553909239225,156.07296085976668,9.016633987426758,24.4599578958148,"Your 7 iron swing shows a good club speed but there's room for improvement. With an attack angle of -6 degrees, you're hitting down on the ball too much, which can lead to excessive spin and a lower carry distance. Your club face is open to the target at impact, contributing to the leftward side spin. Focus on having a more neutral face at impact and try to keep your attack angle closer to zero for better distance and accuracy.",face angle drill,1.1954004,68.0,101.325,83 +6/8/24 18:57:22,Brian,,7 Iron,,,,,0.0,92.9677852383138,-41.56031799316406,16.73678207397461,3.1845617294311523,4937.5673828125,-1703.606689453125,5223.203125,Measured,19.035947799682617,15.285835469782,115.51028142843096,10.47021770477295,20.99105944914436,126.73943323485672,11.057220458984377,24.307236511856672,"It looks like you're hitting the ball with decent speed, but the spin and deviation are quite high. This suggests that your swing path might be off, affecting where the ball is going. Focusing on your clubface alignment at impact could help you reduce that sidespin and improve accuracy. Also, managing the backspin can help in getting more distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:57:29,Herald,,7 Iron,68.83722624534175,,,,0.0,71.8857969474575,1.0442866580830896,15.60227870941162,26.269081115722656,2342.650146484375,-797.43212890625,2474.653076171875,Estimated,18.79844284057617,5.867486278014326,69.11174946236679,30.115102767944336,34.67604353212619,92.02364493041388,30.862960815429688,47.20688147881128,"Your swing speed with the 7-iron is decent, but the ball is moving off to the right quite a bit, suggesting you might be cutting across the ball. Your launch angle is good for a 7-iron, but we need to work on controlling the direction and distance more consistently. Focus on a smoother swing and check your grip pressure to minimize those slices.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:57:44,Herald,,7 Iron,,,,,0.0,98.72983504108196,-44.13618469238281,15.25838565826416,3.395663022994995,4320.40234375,-1266.5831298828125,4502.23388671875,Measured,16.33919906616211,15.62257927965186,127.15735616979327,9.674854278564451,21.369667307528744,139.56911415625927,10.178905487060549,24.665052101402352,"Your ball speed is decent, but there's a major issue with your smash factor, which indicates you're not making solid contact with the ball. Focus on hitting the center of the clubface more consistently. Additionally, your backspin and sidespin are higher than ideal, suggesting that your swing path might need adjustment. Try to be more aware of your alignment and swing direction to improve accuracy.",center contact drill,1.1954004,68.0,101.325,83 +6/8/24 18:58:13,Lauren,,7 Iron,67.82121663144198,-3.1554205417633057,7.167880058288574,3.141974687576294,-4.025905609130859,90.47936594164912,1.3340864472151448,13.815985679626465,3.4777846336364746,1852.840576171875,867.4521484375,2045.8472900390625,Measured,-25.08778381347656,8.157095128458081,101.25027263283846,-1.168853759765625,-2.065519510760808,131.23201509164846,-2.276838779449463,-5.2136812273719215,"Your shot data shows a solid club speed and decent ball speed, but your attack angle is slightly down. This means the club is coming down into the ball too much, which could lead to less distance. Try to focus on sweeping the ball with a more level or slightly upward angle. Your spin numbers suggest your shot is curving a bit to the left due to the sidespin, so maintaining a straighter club path will help. Work on your follow-through to promote a more consistent trajectory.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:01:25,Brian,,7 Iron,64.89053256953139,-1.1129111051559448,4.438673973083496,1.6235721111297607,-2.815101861953736,81.04871632198956,1.249006798258966,10.345887184143066,1.8890368938446045,2346.40576171875,1354.6978759765625,2709.39599609375,Estimated,-30.0,3.9369409078498734,69.24497600838686,-2.7093498706817627,-3.2731988819151354,100.40969593775208,-4.184321880340576,-7.326517203503954,"Your club speed and ball speed are good, which indicates you're generating decent power. However, your attack angle is slightly negative, meaning you're hitting down on the ball more than you should with a 7 iron. This can cause lower launch and more backspin, leading to less distance. To improve, focus on having a more balanced swing path, aiming for an upward angle of attack. This will help elevate the ball more effectively, increasing your launch angle and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:02:05,Lauren,,7 Iron,64.84383870813417,-3.371060848236084,3.848269701004028,4.46377420425415,0.6155045032501221,93.8836146744352,1.447841715494524,15.80303192138672,4.148168087005615,2487.714599609375,166.49374389648438,2493.27978515625,Measured,-3.8288893699646,12.592334502654468,120.81372005189678,3.2884883880615234,6.930245928935165,140.1854814419421,3.128814458847046,7.651542938708019,"Great job generating solid distance with your 7-iron! To improve your shot consistency, focus on your club path and face angle, which are slightly open at impact. This may cause your shots to veer off target. Consider working on getting your club face square to the path to enhance accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:02:36,Herald,,7 Iron,65.57546546899039,-3.085345268249512,4.1237473487854,4.151232719421387,0.0274853706359863,98.11436694036274,1.4962054213211722,12.314085960388184,3.9259088039398193,4708.45947265625,429.2972106933594,4727.98974609375,Estimated,-5.209580421447754,12.525089201408264,122.36342825616066,2.207796096801758,4.713849101749361,136.44788755882928,1.995373249053955,4.750994840461203,"Your swing speed is decent, and you're generating good ball speed. However, your attack angle is a bit negative, which means you're hitting down on the ball. This could contribute to the high backspin you're seeing, affecting your distance. Aim for a more neutral or slightly positive attack angle to help get the ball soaring higher and further. Your club path and face are close, which is great! Work on finding a better angle of attack for improved performance.",attack angle adjustment drill,1.1954004,68.0,101.325,83 +6/8/24 19:03:28,Lauren,,7 Iron,69.95350990260386,-2.398834705352783,5.8877129554748535,4.790714263916016,-1.096998691558838,99.23481481625822,1.4185823549729335,15.904647827148438,4.671913146972656,1899.739990234375,1096.8154296875,2193.630859375,Measured,-30.00000190734864,12.76774006835626,126.8226189974257,-2.29012393951416,-5.067860006467413,148.01722491304463,-3.341757297515869,-8.628254448356643,"Your 7-iron shot shows great potential! Your club speed is solid, but to improve your accuracy and distance, focus on your swing path and face alignment. Your attack angle is negative, which means you might be hitting down on the ball too much. Try to create a more neutral attack angle. Additionally, your carry distance is good at around 127 yards, but the ball is curving to the left, indicating a need to adjust your club face at impact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:04:02,Herald,,7 Iron,71.66006728452976,1.646865725517273,3.345423698425293,8.612709045410156,5.267285346984863,103.89164856743535,1.4497844127738333,18.200794219970703,7.49327802658081,2356.549072265625,-1360.5543212890625,2721.108642578125,Measured,30.00000190734864,18.05110605909385,141.916412791943,17.004093170166016,41.502036090620095,158.3561221878408,17.954252243041992,48.814460941769084,"Your shot speed and ball speed are decent, but the club path and face angle suggest you're swinging too much to the right. This contributes to a significant deviation with your ball flight. Working on keeping the clubface more aligned with the target will help reduce this deviation and improve your accuracy. Try focusing on a smoother swing tempo to help with overall control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:04:10,Lauren,,7 Iron,,,,,0.0,96.76192600711964,-43.25645065307617,18.467754364013672,1.623379111289978,4765.56591796875,-1576.1015625,5019.43359375,Measured,18.30044937133789,19.08122447617416,125.1671972914819,9.038898468017578,19.66440923650725,135.41401451856382,9.543365478515623,22.45086528714137,"Your shot data shows you have great ball speed, but the spin rates are exceptionally high. This suggests that the club face might be open at impact, causing the ball to spin too much and drift significantly off target. Focus on checking your grip and ensuring that you're making solid contact with the ball. Working on your swing path can also help improve accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:04:19,Herald,,7 Iron,,,,,0.0,82.13667817260375,-36.718379974365234,,-6.7787909507751465,2397.807373046875,0.0,2397.807373046875,Estimated,-0.0,,,,,,,,"It looks like there are some missing measurements that make it hard to give a complete review. However, your ball speed indicates you are striking the ball reasonably well. Focus on your setup and follow-through to improve consistency and ensure solid ball contact. Work on maintaining a stable stance throughout your swing.",balance drill,1.1954004,68.0,101.325,83 +6/8/24 19:05:09,Herald,,7 Iron,72.9491233489025,-3.640356540679932,2.397139310836792,6.831759929656982,4.4346208572387695,104.47870952915764,1.4322133664232648,16.86380386352539,5.911709785461426,2294.58349609375,-226.40040588378903,2305.7255859375,Measured,5.634983062744141,17.60206772746119,148.66350403010256,7.830402374267578,20.25411869757545,166.57597688578971,7.96989107131958,23.09624329463486,"Your 7-iron shot shows good distance and speed, but your club face is open at impact, causing a rightward spin. To improve, focus on aligning your club face more square to your target and work on your attack angle to make it less steep. This will help the ball stay straighter and improve your accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:05:37,Lauren,,7 Iron,75.25773031966037,-2.4157755374908447,6.754022598266602,10.789557456970217,4.035534858703613,102.4180015656093,1.3608967627722035,19.227903366088867,9.707897186279297,2332.704345703125,967.9227905273438,2525.54638671875,Measured,-22.53531646728516,19.839727194334728,144.45450469068237,3.223915100097656,8.123966315078917,160.80376938585323,2.482542991638184,6.965405889162412,"Your shot with the 7-iron is solid overall. You have a good club speed and ball speed, which shows you're generating decent power. However, your attack angle is negative, meaning you're hitting down on the ball more than ideal. This can lead to increased backspin and lower carry distance. Also, your club path is quite out to in, which can lead to your ball starting right and curving back left. Focus on improving your swing path and trying to strike the ball with a more neutral attack angle to optimize your distance and accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:06:44,Herald,,7 Iron,72.57384874427407,-4.430347442626953,7.100834369659424,7.784729957580566,0.6838955879211426,103.67126070955784,1.4284933554352424,15.49539852142334,7.283060073852539,1961.86328125,192.6810913085937,1971.302490234375,Measured,-5.609219551086426,14.534567701909054,142.7360386896562,6.099082946777344,15.165466422269333,164.91454778274965,5.873262405395508,16.875431330633774,"Your shot shows good speed and ball distance, but your attack angle is a bit steep, which can lead to less optimal contact. Focus on leveling your swing to create a better angle of attack and improve consistency. The club face is also slightly open at impact, contributing to some sidespin. Work on squaring your club face at impact for straighter shots.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:07:29,Jason,,7 Iron,76.3539950078366,-1.504367113113403,2.647475242614746,9.242039680480955,6.594564437866211,88.23766806577714,1.1556391784964344,12.642257690429688,7.922891616821289,2492.191162109375,612.5687866210938,2566.37060546875,Estimated,-13.809277534484863,7.491673169385706,97.32033357575348,5.122696399688721,8.689579960380911,123.5559549850168,4.453774452209473,9.59464543752506,"Your swing speed is solid, but the club face is open at impact, which is causing the ball to push right. Focus on aligning the club face more square to your target as you swing through. This will help improve your accuracy and reduce that side spin.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:08:03,Brian,,7 Iron,71.62147999629178,-1.91316556930542,2.7366740703582764,10.143720626831056,7.407046318054199,101.11414887191222,1.4117852476260953,17.71242904663086,8.674715042114258,2546.388916015625,126.43993377685548,2549.526123046875,Measured,-2.8426647186279297,18.02649450411513,142.28908834569484,8.214010238647461,20.32900048519992,158.8419036791438,8.070443153381348,22.299921091490887,"Your shot shows some good potential, but there are a few areas to focus on. Your club speed and ball speed indicate you have solid power, but a -1.9° attack angle means you're hitting down on the ball slightly too much, which can lead to inconsistent contact. The club face being 10.1° open also suggests that your shots may drift right. Work on getting a more level swing to help with your attack angle, and ensure the club face is more aligned with your target at impact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:10:04,Brian,,7 Iron,72.63993011537423,-3.7023115158081055,5.915583610534668,9.901785850524902,3.9862022399902335,100.66541164799128,1.385813718269058,17.100351333618164,8.873751640319824,2741.568603515625,-483.8792114257813,2783.94287109375,Estimated,10.009458541870115,7.74048057540648,97.64555903605196,14.666129112243652,24.72249783613529,116.68309221376148,15.091697692871094,30.380143439085487,"Your club speed is decent for a 7 iron, but your attack angle is slightly downward, which can cause a lower launch and more backspin. The club face is pointing right relative to your swing path, which is likely causing a push to the right. Focus on aligning your club face better at impact. A slight change in your swing path towards the inside could help direct your shots straighter.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:10:36,Jason,,7 Iron,72.63993011537423,-3.7023115158081055,5.915583610534668,9.901785850524902,3.9862022399902335,100.66541164799128,1.385813718269058,17.100351333618164,8.873751640319824,2741.568603515625,-483.8792114257813,2783.94287109375,Measured,10.009458541870115,,,,,,,,"Your club speed is decent, but your attack angle is a bit too steep, which may be contributing to some inconsistencies in your ball flight. The face angle suggests you're aiming a bit too far right. Focus on keeping the clubface square at impact and consider adjusting your attack angle to a more neutral position. This will help improve your distance and accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:13:50,Jason,,7 Iron,74.63470177281579,0.0976001247763633,4.276678085327148,9.400921821594238,5.12424373626709,106.13616241082582,1.4220752530625616,17.654430389404297,8.257258415222168,3127.087158203125,33.79558563232422,3127.269775390625,Measured,-0.6191926002502441,21.411652338345903,151.99302043463103,8.551960945129395,22.602376848073163,166.27992901944344,8.4735689163208,24.50195127023904,"Great job on your 7 iron shot! Your club speed and ball speed are solid, but there's room for improvement in your club face alignment. The face angle is open relative to your swing path, which could explain some of your distance deviation. Focus on getting your club face to match your swing path to improve accuracy and reduce sidespin.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:14:45,Herald,,7 Iron,75.43619439445229,0.0409692227840423,5.987112998962402,11.826007843017578,5.838894844055176,102.93478280465844,1.3645277791509116,20.52075958251953,10.463300704956056,3132.25146484375,-387.477294921875,3156.126953125,Measured,7.051987171173096,23.76566132002221,147.2742600771653,13.873022079467772,35.31208504329925,160.46780570324518,13.985947608947754,38.782458222520745,"Your 7-iron swing shows good distance, but the ball is curving a bit too much to the left and not consistently straight. The face of the club is pointing left at impact, which is causing your shots to hook. Focus on keeping the clubface more square at impact to reduce the curve. Additionally, your attack angle is very flat; try to slightly lower your hands at setup to encourage a better angle for contact and increase your control.",clubface alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:15:24,Lauren,,7 Iron,75.4763773976174,-0.2887263596057892,7.3446879386901855,8.269176483154297,0.9244885444641112,94.1527273036172,1.2474462944559574,18.7885799407959,7.711507797241211,2345.793212890625,440.6316833496094,2386.818359375,Measured,-10.638423919677734,16.04450818893679,127.52389917234268,5.112819194793701,11.364559162745875,144.3638764305997,4.7364821434021,11.920527076790108,"Great job generating solid ball speed! However, your club path is significantly to the right, and the club face is also open at impact, which is causing the ball to veer off course. Focus on aligning your club path more towards your target and ensuring the club face is square at impact. This will help reduce the sidespin and improve your accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:16:01,Herald,,7 Iron,73.52817160304949,-0.2853768467903137,6.597090244293213,3.636754989624024,-2.960335254669189,103.51715902041816,1.4078571078751658,15.647796630859377,3.8127872943878174,2224.2900390625,18.19627571105957,2224.364501953125,Measured,-0.468709796667099,15.367826010637032,143.51142678264114,3.823925495147705,9.570832782924072,163.8981796301341,3.7866177558898926,10.824009191631148,"Your shot shows good club speed and decent ball speed, which is promising! However, the attack angle is slightly negative, meaning you're hitting down on the ball rather than sweeping it. This can cause less distance and control. Focus on leveling out your swing path to improve your ball flight and consistency. Also, your launch angle is good, but try to lower your backspin a bit for more distance. Keep practicing your swing path and aim for a more neutral swing.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:16:30,Herald,,7 Iron,72.43269197248446,-0.7228752970695496,6.5606303215026855,6.931061744689941,0.3704314231872558,107.00852354834387,1.4773511881761068,18.069971084594727,6.5142436027526855,2983.0009765625,-0.0002607821952551,2983.0009765625,Measured,5.008955668017734e-06,22.21310377394116,154.97332350851138,6.93016242980957,18.69902678084441,169.61004616368157,6.882277965545654,20.32441358720871,"Your shot data shows good club speed and solid ball speed, indicating you're generating good power. However, your attack angle is slightly negative, which suggests you might be hitting down on the ball too much. This can contribute to excessive backspin and a lower launch angle. Focus on making a more sweeping motion through the ball rather than descending too sharply. This should help you launch the ball higher with less spin for better distance and accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:17:20,Lauren,,7 Iron,72.83695397608335,0.5452980995178223,7.270362854003906,6.049229145050049,-1.2211337089538574,104.40685115802717,1.4334324193775327,15.042165756225586,5.878693103790283,2703.206787109375,88.49597930908203,2704.655029296875,Measured,-1.875045657157898,15.922227412452344,144.13998407826512,5.5421342849731445,13.920766075402751,162.45598714667904,5.442224979400635,15.407656304926263,"Your swing speed is solid, and you're generating good ball speed, but your club face is slightly open relative to the path, causing some rightward spin. Focus on aligning your club face more towards your target at impact. Additionally, your attack angle is very close to neutral, which is great for a 7-iron. Work on minimizing the sidespin for straighter shots.",club face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:18:11,Jason,,7 Iron,73.49259654673278,-1.077721118927002,5.020895481109619,8.230384826660156,3.209489345550537,101.18375446902792,1.3767884007838362,15.9502534866333,7.388875007629394,2694.40234375,220.22927856445312,2703.3876953125,Measured,-4.672732353210449,15.88345988511469,138.68668592806898,6.270573139190674,15.147878098548633,155.7056085273307,6.074121475219727,16.47605623423192,"Your club speed is good for a 7 iron, leading to an above-average ball speed. However, the club face is too open at impact, causing the ball to veer right. Try to work on squaring the face at impact for straighter shots. Additionally, your attack angle is slightly downward; aim for a more level swing to improve ball contact and carry distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:18:19,Jason,,7 Iron,,,,,0.0,60.86320835710876,-27.208288192749023,11.373372077941896,4.134937286376953,2876.42333984375,0.0,2876.42333984375,Estimated,-0.0,2.3912751812153488,41.24583311987544,4.170491695404053,2.999612005823195,64.47589535663292,4.157464027404785,4.674366631580199,"It looks like there were some issues with the measurements, but from the data we have, your ball speed is decent, and your carry distance is around 41 yards. To improve your consistency, focus on your setup and alignment. Ensuring that your feet, hips, and shoulders are parallel to your target will help you hit straighter shots. Also, working on your swing tempo can enhance your control and distance.",alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:19:52,Brian,,6 Iron,76.0803170979807,-1.0242093801498413,4.448093891143799,9.782678604125977,5.334584712982178,108.51132008060358,1.426273236228187,14.832063674926758,8.592290878295898,3317.4541015625,-541.0950317382812,3361.292236328125,Measured,9.263683319091797,18.27241189323422,151.15385380914086,12.49758529663086,32.70950331955123,166.28286596913497,12.743712425231934,36.68037819886331,"Your shot shows good potential, but you're experiencing a few issues with your club path and face angle. The club is coming in with a slight upward angle, and the face is open at impact, which is causing the ball to fade to the right. Focus on aligning your body and club face better through impact to achieve straighter shots.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:20:35,Jason,,6 Iron,75.87500746617934,-1.6155999898910522,-0.1013707742094993,11.83316421508789,11.934535026550291,106.47702247908455,1.4033214102357197,15.969654083251951,9.707345962524414,2792.789794921875,-425.172607421875,2824.968505859375,Measured,8.656208038330078,18.10351016924983,150.21291186451165,13.11245822906494,34.077781873802905,166.5398156927131,13.329586029052734,38.396099153160776,"You're getting solid ball speed and decent distance, but your club face is open at impact, which is causing some right spin. Focus on squaring the club face at impact for straighter shots. Your attack angle is also slightly downward; try to strike the ball more on the way up for better launch conditions.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:21:17,Lauren,,6 Iron,72.74785847044586,2.169117212295532,1.1407819986343384,6.641146659851074,5.500364780426025,110.19152256652706,1.5147046921153404,16.39682960510254,5.597931385040283,5892.548828125,2020.930419921875,6229.4697265625,Measured,-18.93010902404785,24.198890602143592,144.8034844003323,-3.218445062637329,-8.12971506035575,152.67714615339537,-3.6783387660980233,-9.795050535934706,"Great job on your swing speed and ball speed! However, your club face is significantly open at impact, which is likely causing the ball to spin off to the right (a slice). To help improve your accuracy, focus on keeping the club face square to your target line when you hit the ball. Additionally, balancing your backspin and reducing it slightly will help you get more distance.",club face drill,1.1954004,68.0,101.325,83 +6/8/24 19:22:20,Brian,,6 Iron,80.26358191166491,2.4314353466033936,5.808015823364258,10.274452209472656,4.466436386108398,109.3568441943471,1.3624715168418615,16.919876098632812,9.166407585144045,2434.85888671875,-47.48210906982422,2435.32177734375,Measured,1.117181658744812,20.23803639493235,160.34668990289902,9.995346069335938,27.83106926752953,178.7586277654973,9.970010757446287,30.948935477208806,"Your shot shows solid ball speed and decent carry distance, but the club face is pointing significantly right of the target at impact. This could lead to slicing the ball. Work on aligning your club face more towards the target as you swing, and also focus on your swing path to minimize deviation. A more controlled attack angle will help achieve optimal launch conditions.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:23:05,Brian,,6 Iron,73.4792420341073,2.7239186763763428,1.862634778022766,7.978171825408935,6.115537166595459,103.21321372635612,1.4046581166208414,16.02824592590332,6.78651762008667,1722.1290283203125,-340.560302734375,1755.4798583984375,Measured,11.186219215393066,14.29862196619922,141.11133814497407,9.55549144744873,23.42490006334424,164.35859655591958,9.888154029846191,28.224553777334226,"Your shot shows good ball speed and launch angle, but the club face is significantly open relative to the target. This can lead to the ball starting off right and curving further in that direction. Focus on getting your club face more square at impact to improve accuracy and reduce the sidespin. Also, try to maintain a more consistent attack angle for better distance control.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:24:43,Brian,,5 Iron,77.8403223967307,-2.094076871871948,9.596710205078123,9.488921165466309,-0.1077890396118164,121.4362525945262,1.560068726020931,11.65070629119873,8.995223045349121,1641.092529296875,947.4852294921876,1894.970458984375,Measured,-30.00000190734864,12.402890818043716,160.88528642700658,2.142014265060425,6.013408143679214,192.0856210431848,0.9433607459068298,3.1623040002396863,"Your swing speed is solid, but your attack angle is a bit down, which might be causing you to hit too much into the ground. The path of your club is outside-in, which can lead to slices. Focus on swinging more from the inside and getting the clubface square at impact. This will help improve your accuracy and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:25:21,Jason,,5 Iron,77.29789025355876,-1.445356369018555,9.19151782989502,11.06219482421875,1.8706769943237305,108.07249847564162,1.3981299893326131,13.45602035522461,10.236845016479492,2618.74658203125,-244.3017120361328,2630.1171875,Measured,5.329672813415527,14.709994126628544,148.5206781641391,12.286231994628906,31.60456777780132,167.26627687379187,12.41554069519043,35.96226896846974,"Your club speed is good, but the attack angle suggests you're hitting down on the ball too much. Try to level out your swing. The club path is also swinging too much to the right, which is causing a push. Focus on bringing the club back more inside and swinging through the ball toward your target. This will help straighten out your shots and improve your accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:26:02,Brian,,5 Iron,78.78973864543605,,,,0.0,101.53996582687978,1.288746067350505,12.36367893218994,8.429241180419922,2622.609375,92.2157211303711,2624.230224609375,Measured,-2.013794183731079,11.07517470960238,129.4960358593653,8.121561050415039,18.294403555590407,150.0499278438474,8.005133628845215,20.896259385522622,"Your shot data indicates a good swing speed and decent distance, but the ball is veering off to the right, which could be due to the face angle at impact or swing path issues. Focus on aligning your clubface square to your target and work on your swing path for straighter shots.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:28:28,Brian,,5 Iron,77.82334979250572,0.1293935030698776,4.804200649261475,9.155896186828612,4.351695537567139,113.172864177448,1.4542276126534246,13.863605499267578,8.12199592590332,1863.34619140625,-289.8305358886719,1885.7520751953125,Measured,8.841114044189453,14.904615019431276,159.67936820879004,10.641611099243164,29.487208523682057,183.26706247573748,10.898418426513672,34.65002816525657,"Your 5 iron shot shows good distance with decent ball speed, but the club face angle is significantly open at impact, which is causing your shot to push to the right. Focus on aligning your clubface more square to your target at address and during your swing. Also, your attack angle is quite flat; working on a slight downward angle could help you compress the ball better and lower your spin rates for more distance.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:28:58,Brian,,5 Iron,76.19095048851705,2.9102139472961426,3.3577661514282227,9.543482780456545,6.18571662902832,107.3910514026411,1.4094987753017507,12.927050590515137,8.259381294250488,1880.161376953125,463.5755310058594,1936.4681396484373,Measured,-13.850675582885742,11.790509690642466,140.8942708632294,5.200929641723633,12.771876411565245,167.35783961786728,4.649073123931885,13.564811110235496,"Your shot data shows you're generating decent speed, but the club face is quite open at impact (9.54 degrees), which is causing a rightward direction (slice). The attack angle is good for a 5-iron, but focus on getting the face more square at impact to improve accuracy and distance. Work on your alignment and ensure your body is targeting straight ahead.",face angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:29:44,Jason,,5 Iron,77.19539756912127,1.52778160572052,3.5728938579559326,8.770674705505371,5.197780609130859,110.3912514627009,1.4300237441468688,14.00489330291748,7.651496887207031,5097.017578125,-28.811599731445312,5097.09912109375,Measured,0.3238689005374908,20.80036005166835,149.43193355478434,8.380213737487793,21.77841227467934,160.16590062473006,8.334843635559082,23.2173194628474,"Your 5 iron shot shows good speed and decent carry distance, but the ball is starting a bit right of the target and has a high spin rate. Focus on keeping the club face more square at impact to improve accuracy and reduce spin. This will help your shots give you more distance and better direction.",club face control drill,1.1954004,68.0,101.325,83 +6/8/24 19:30:25,Jason,,5 Iron,77.77306343921373,-2.1016201972961426,7.104269981384277,11.732277870178224,4.628007888793945,103.08357682168752,1.325440612253317,14.079257011413574,10.526095390319824,1989.36865234375,-251.6601409912109,2005.2232666015625,Measured,7.20976448059082,12.366548151513143,136.3616146616414,12.578539848327637,29.69648287641576,159.02047355782997,12.781001091003418,35.179321567472016,"Your shot data shows that your club speed is decent, but the attack angle is a bit too downward (-2.1 degrees), which can lead to a less optimal ball flight. The face angle is quite open relative to your swing path (11.7 degrees open), meaning the ball is starting too far right and curving even more. Improving your swing path and face alignment will help you hit straighter shots. Work on swinging more from inside to out and keeping the clubface more square at impact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:31:26,Jason,4 Hybrid,4 Hybrid,75.41043255827572,-0.7274341583251953,4.324182033538818,2.9945943355560303,-1.329587697982788,103.7096346669232,1.375269059579766,2.5332393646240234,3.00089955329895,3252.288818359375,-394.0493469238281,3276.073486328125,Measured,6.908320426940918,1.4264001211579398,76.98773073819757,4.19423246383667,5.630703574219467,130.48385218855947,4.690141677856445,10.669310372795508,"Your shot data shows a few areas to improve. Your launch angle is quite low at just 2.5 degrees, which can lead to lower distances and trajectory. Additionally, the backspin on your shot is a bit high, which can cause the ball to balloon and lose distance. Focus on hitting up on the ball more to increase your launch angle and reduce the amount of backspin. This could help you achieve a more optimal distance and ball flight.",launch angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:32:03,Brian,4 Hybrid,4 Hybrid,75.82123101981142,-1.0424318313598633,4.413881778717041,3.9766690731048575,-0.4372127056121826,103.97191217494674,1.37127702592668,16.01155662536621,3.818822145462036,2375.7314453125,-372.1400146484375,2404.701171875,Measured,8.902599334716797,16.291429939757904,144.67065417564845,6.578586101531982,16.574342882661426,164.45625013316203,6.863614082336426,19.65357923451984,"Your shot with the 4 Hybrid shows solid ball speed, but the club path indicates that you might be coming in a bit too much from the inside, which is leading to a slight push to the right. Your attack angle is very close to neutral, which is good. To improve accuracy and consistency, focus on your swing path to ensure it is straighter through impact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:32:42,Jason,4 Hybrid,4 Hybrid,73.18870245208018,-1.025844931602478,3.755729913711548,14.006342887878418,10.25061321258545,104.16570193962708,1.4232483764530308,19.29996109008789,11.97507095336914,2549.239501953125,-1297.2440185546875,2860.32568359375,Measured,26.97040367126465,20.131824362729503,144.9798015051074,21.55250740051269,53.25887098309522,156.21551973030364,22.15692710876465,58.91585326928271,"Your club speed is decent for a hybrid, but the attack angle and club face angle indicate that you might be hitting the ball down too much and with a closed face, which leads to some inconsistency. To improve, focus on making more solid, ascending strikes to help with your distance and direction. Also, try to straighten out your club path to reduce the side spin.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:33:21,Lauren,4 Hybrid,4 Hybrid,74.5677926779299,-5.718717575073242,6.92975664138794,14.550501823425291,7.6207451820373535,102.07862628022394,1.3689372128945494,19.82588768005371,12.819211959838867,3992.771240234375,-1171.503662109375,4161.0869140625,Measured,16.352014541625977,22.65699827181016,139.29091326545313,20.56753730773925,48.93448372958801,150.41966644790773,20.925825119018555,53.723726707846254,"Your club speed is decent, but the attack angle is too steep, causing high backspin and a higher than ideal launch angle. This means the ball isn't traveling as far as it could. Work on leveling your swing to reduce the attack angle. Additionally, your club path and face angles suggest a tendency to swing right while the club face is open, leading to pulls to the left. Focusing on your swing path will help straighten out your shots.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:34:29,Jason,5 Wood,5 Wood,78.09451893129972,-0.1246114075183868,5.114487648010254,13.178760528564451,8.0642728805542,106.65441136627852,1.3657093074624498,16.666234970092773,11.465292930603027,2474.982666015625,255.55499267578125,2488.141357421875,Measured,-5.895199775695801,18.771920704082504,153.0122754752956,10.12869358062744,26.908673075533216,171.27172557493395,9.86254596710205,29.336314389674044,"Your club speed is solid, but your attack angle is a bit too steep, which can lead to less distance and accuracy. Focus on making your swing more level to improve your ball contact. Additionally, your club face is significantly open at impact, causing the ball to slice. Working on aligning your club face with your target can help control your ball flight.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:34:56,Brian,5 Wood,5 Wood,78.49865293637504,-3.127405881881714,6.164474010467529,8.006576538085938,1.842102527618408,100.08117518702238,1.2749413071857485,15.515107154846191,7.348125457763672,2363.57080078125,-283.1954040527344,2380.47607421875,Measured,6.832423686981201,14.124660887472828,134.65382847767523,9.497197151184082,22.21782834144915,154.61738523055828,9.6958646774292,26.040445666589903,"Your 5 wood swing shows a good club speed and ball speed, but your attack angle is slightly negative, which means you're hitting down on the ball more than you should. This can lead to lower launch and more distance loss. Also, the face angle is open relative to your path, which could be causing the right-to-left sidespin, resulting in a slice. Focus on making sure the clubface is more square to your swing path at impact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:36:29,Jason,,Driver,88.05659282110446,-1.9965920448303225,3.439642906188965,6.220081806182861,2.7804388999938965,123.2861640562296,1.4000787460252686,13.028359413146973,5.539708614349365,1773.6309814453125,232.54689025878903,1788.81103515625,Measured,-7.469639778137207,16.63089480848612,181.443483712741,3.733185052871704,11.813712218975866,205.79763841309972,3.477220296859741,12.482068520362532,"You're generating good ball speed and distance with your driver, but your attack angle is a bit low and the clubface is too open at impact, which is causing some sidespin. Focus on hitting up on the ball more and aim to square the clubface to improve accuracy and reduce the fade.",upward angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:39:15,Jason,,Driver,80.82682661476883,-0.2216047495603561,3.19545841217041,10.567164421081545,7.371706008911133,111.18636122462884,1.3756121065417737,19.254959106445312,9.079947471618652,4304.576171875,-437.08734130859375,4326.71044921875,Measured,5.797950744628906,28.24323719948393,157.1128746715567,12.66359519958496,34.44330695628878,167.3341771481937,12.723198890686035,36.85389185166014,"Your swing speed is decent for a driver, but you might benefit from focusing on your club path and face angle to improve accuracy. The face angle is open at impact, which is likely causing the ball to slice. Work on getting your club face more square at impact, and try to decrease the backspin for longer, straighter shots.",face angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:39:59,Brian,,Driver,83.64899779501684,-1.4678122997283936,4.986281394958496,1.9659126996994016,-3.0203685760498047,121.96239479226551,1.458025774452627,8.931743621826172,2.2387638092041016,3119.093017578125,-46.47085189819336,3119.439208984375,Measured,0.8535773158073425,13.795154113792364,167.75077344960482,2.622340679168701,7.675080254275429,188.53197866532355,2.644638776779175,8.699216826556153,"Your driver swing shows some potential, but the negative attack angle (-1.47°) indicates you're hitting down on the ball, which can cause lower launch and more backspin. To improve, focus on hitting up on the ball. Your club path is pretty good, but aim for a more neutral face angle to straighten your shots. To increase distance, work on your launch angle; it’s a bit low (around 8.9°) for optimal carry. Practicing will help you adjust these factors for better outcomes.",upward attack drill,1.1954004,68.0,101.325,83 +6/8/24 19:40:41,Jason,,Driver,82.95316368796739,-2.502622604370117,2.158742666244507,2.1125376224517822,-0.0462050437927246,119.6512363842712,1.4423950945903103,16.44225311279297,2.005403518676758,2515.8193359375,-1134.41357421875,2759.753662109375,Measured,24.27119445800781,23.260042902890973,176.62156299736125,10.8931245803833,33.37753422026185,194.38715499404492,11.679834365844728,39.35226400890406,"You're generating good ball speed with your driver, but your attack angle is slightly negative, which can lead to higher spin and reduced distance. Try to hit up on the ball a bit more. Work on keeping your body behind the ball at impact to help improve your launch angle. Also, your club path is slightly right, leading to a rightward shot shape. Focus on swinging more from the inside to help straighten out your shots.",upward attack drill,1.1954004,68.0,101.325,83 +6/8/24 19:41:14,Herald,,Driver,88.60963177526264,1.261223554611206,2.175256490707397,0.8978737592697144,-1.277382731437683,125.81519301780465,1.419881682128023,9.529729843139648,1.0097172260284424,3085.26123046875,47.08735275268555,3085.62060546875,Measured,-0.8743820786476135,16.238101775118025,179.361953993317,0.7217214107513428,2.2596670342307164,197.7501125757426,0.6867107152938843,2.3697859604478992,"You have a solid drive with good ball speed, but your launch angle is a bit low for optimal distance. Consider increasing your attack angle to help launch the ball higher and reduce backspin for more carry distance. Your club path and face angle are quite close, which is good for straight shots, but slight adjustments can also help with distance. Overall, focus on hitting up on the ball more to improve your launch angle and carry.",upward attack drill,1.1954004,68.0,101.325,83 +6/8/24 19:42:28,Lauren,,Driver,88.39012284058026,-1.245131492614746,2.6322381496429443,-0.80820631980896,-3.4404444694519043,125.99018406599043,1.4253875887606282,7.908179759979248,-0.3345149457454681,2748.999267578125,-729.0291748046875,2844.025390625,Measured,14.852828025817873,11.782423692432872,168.61236769092102,4.497232437133789,13.221220327807146,195.4911143337668,5.180091857910156,17.6502520583374,"Your club speed is decent, but your attack angle is slightly down, which means the club might be hitting the ball too steeply. This can lead to lower launch and higher spin. Try to work on getting a more neutral or positive attack angle. Also, your ball is curving to the left (sidespin), so focus on aligning the clubface more square to your target. Improve your launch angle for more distance and control by adjusting your tee height and posture.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:43:30,Herald,,Gap Wedge,64.07697822035743,-7.119330406188965,6.864029407501221,3.6138319969177246,-3.250197410583496,81.10346555713659,1.265719261576692,27.9687442779541,3.827358961105346,4445.51171875,2508.61083984375,5104.478515625,Estimated,-29.43612289428711,20.627175971351107,98.19815613283664,-6.226205348968506,-10.650019953230869,105.41492570063838,-6.906374931335449,-12.675907200001689,"Your gap wedge shot shows a few areas for improvement. Your attack angle is negative, which means you're hitting down too much on the ball. This can lead to higher spin and less distance. Try to level out your swing a bit to promote a cleaner strike. Also, your club path is significantly to the right, which is causing the ball to curve left. Focus on aiming straighter and keeping the club path more neutral. A drill to help with this is to practice a 'swing path drill' where you set up alignment sticks to guide your club through a straighter path.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:43:55,Jason,,Gap Wedge,64.9246953754714,-3.875723123550415,9.904948234558104,4.421084880828857,-5.483863353729248,77.83796722389707,1.1988961484339025,26.43396377563477,4.870955944061279,4474.76025390625,1359.0743408203125,4676.59716796875,Estimated,-16.894588470458984,18.1327670274693,94.39539033483652,-0.3262591660022735,-0.5385634756013999,102.60158654799852,-0.7659170627593994,-1.371906850010916,"Your gap wedge shot looks solid overall. You're generating good club speed and ball speed, which is excellent. However, your attack angle is slightly negative, meaning you're hitting down on the ball a bit too much. This can create excess backspin and affect your distance control. Focus on a more level or slightly upward swing through the ball to improve your launch and carry distance. Also, your club path suggests you may be coming too much from the outside, which can lead to pull shots. Working on a more neutral swing path will help with accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:44:25,Jason,,Gap Wedge,58.853665670047576,-7.572020530700684,9.757854461669922,4.295412063598633,-5.462442398071289,85.03719298250962,1.4448920388282227,22.515226364135746,4.749320030212402,7443.6806640625,2927.545166015625,7998.681640625,Estimated,-21.469350814819336,18.83206976750876,100.1235352457934,-3.762130498886109,-6.569551794947529,105.5782935272282,-4.199599266052246,-7.731641566658084,"Your gap wedge shot shows great distance but you're slicing it a bit with a high spin rate. Try to focus on keeping the clubface square to your target to reduce side spin. Consider adjusting your swing path to be more neutral, which will help your shots go straighter.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:44:50,Lauren,,Gap Wedge,64.86889228581367,-4.146259307861328,11.196895599365234,8.740450859069824,-2.45644474029541,84.22736339037147,1.2984245671910657,27.37667655944824,8.580638885498047,6225.228515625,1087.379150390625,6319.48291015625,Estimated,-9.908063888549805,23.49323837711768,102.41564092065528,5.480082988739014,9.780731863237747,107.81705017843252,5.246429443359375,9.858812381225787,"Your shot data shows a solid carry distance, but your attack angle suggests you're hitting down on the ball a bit too much. This can create excessive spin, making it harder to control distance and direction. Focus on trying to hit more level or slightly upward with your gap wedge. Additionally, your club path and face angle indicate a slight miss to the right, so working on aligning your body and face can help straighten out your shots.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:45:10,Herald,,Gap Wedge,64.03662028587678,-2.724722623825073,8.8446683883667,11.452577590942385,2.607909202575684,71.51529668775811,1.116787493913553,29.711509704589844,10.514113426208496,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,15.137213925751894,88.85664530455324,15.136923789978027,23.202834960959763,105.00009824392782,15.767194747924805,28.5315901742024,"Your shot data shows that you're generating decent ball speed, but there's a significant deviation in your carry. The club face is open relative to your swing path, which is causing the ball to go right. Focus on aligning your swing path and club face to improve accuracy. Also, your attack angle suggests you're hitting down too much for a gap wedge, which should ideally have a more level swing to help with distance control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:45:36,Herald,,Gap Wedge,62.805244622840746,-5.455626487731934,11.3257417678833,5.732773780822754,-5.592967987060547,76.31878688062079,1.2151658247481054,28.05463981628418,6.126186847686768,3560.227294921875,1856.5377197265625,4015.21484375,Estimated,-27.540515899658203,18.018180099661777,92.05120386459294,-1.7560231685638428,-2.8207250700680504,101.13368741113572,-2.4968512058258057,-4.405927761055466,"Your club speed and ball speed are good, but your attack angle indicates you're hitting down too much on the ball, which can lead to excess backspin. Aim to strike the ball more level. Additionally, your club path and face angle suggest you're facing a bit too much to the right for a straight shot. Work on aligning your body correctly to improve accuracy. A slight adjustment to how you follow through could help reduce the sidespin as well.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:45:56,Herald,,Gap Wedge,62.17321351317196,-3.2468056678771973,14.094348907470703,15.49631690979004,1.401968002319336,67.86098150609678,1.0914826123909425,30.2808837890625,14.492610931396484,2441.382568359375,498.7486572265625,2491.806396484375,Estimated,-11.546051025390623,15.50567595792927,80.39672834375233,12.661539077758787,17.62225091298319,91.73649134921288,12.244274139404297,19.45545819854783,"Your gap wedge shot shows some positive signs with decent club speed and ball speed. However, the attack angle is slightly negative, which suggests you're hitting down on the ball more than needed for this type of shot. The club path is quite right, causing the ball to start at an angle to the right. Focus on keeping your club path more neutral. This will help you hit straighter shots with better control. Additionally, practice hitting with a slightly upward attack angle for better launch and carry.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:46:17,Lauren,,Gap Wedge,62.66355025725216,-3.833822011947632,7.451906681060791,8.920304298400879,1.468397617340088,75.29540455176357,1.2015821676661147,28.377092361450195,8.259775161743164,5134.81103515625,623.1156616210938,5172.48095703125,Estimated,-6.9190826416015625,18.91921874343984,89.69335056595537,6.647502422332764,10.382957777874026,96.48126707354822,6.436265468597412,10.81534018387697,"Your club speed is solid, but your attack angle suggests you're hitting down too much on the ball. This can lead to excessive backspin, which might cause your shots to lose distance. Try to level out your swing a bit to promote a better launch angle. Your club path is good, but make sure the face of the club is aimed at your target at impact to improve accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:46:35,Jason,,Gap Wedge,59.89897841260927,-7.216918468475342,19.999998092651367,10.732053756713867,-9.2679443359375,70.08658143432149,1.1700797457935883,29.20101356506348,11.318092346191406,2055.192626953125,999.6022338867188,2285.39306640625,Estimated,-25.93730926513672,15.305766261189888,83.74629443608956,6.2349534034729,9.09532122898338,96.24221438715269,5.468914031982422,9.172424501992396,"Your gap wedge shot had some positives, but there are areas to improve. The club speed and resulting ball speed are good, which shows you're generating decent power. However, the attack angle is quite steep at -7.2 degrees. This means you're hitting down on the ball too much, which can lead to losing distance. The club path of nearly 20 degrees to the right and an open club face (10.7 degrees) suggest you're cutting across the ball, causing sidespin. This might contribute to your carry deviation. Focusing on a smoother swing path and trying to hit more level could help with your accuracy and distance. Consider working on your swing path to keep it more neutral, and ensure your club face is square at impact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:46:56,Herald,,Gap Wedge,57.9049491466044,-7.368537425994873,19.999998092651367,11.489483833312988,-8.510514259338379,69.73025061118096,1.2042191840051035,28.627338409423828,11.940262794494627,3190.73388671875,1673.762451171875,3603.0908203125,Estimated,-27.680147171020508,15.177628272536596,80.51599186332714,5.38947057723999,7.562516651184353,90.18474730482194,4.581890106201172,7.204350108665949,"Great effort with your gap wedge! Your club speed is solid, but your attack angle is quite negative, which means you're hitting down on the ball more than you should for this club. This can lead to excess spin and less distance. Try to focus on a more level swing to promote better launch conditions. Working on your club path will also help straighten out your shots and improve accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:47:46,Brian,56,Sand Wedge,62.17939157524279,-3.5903642177581787,5.990774631500244,5.448307514190674,-0.5424671173095703,71.34233228286212,1.1473629843503907,31.09897232055664,5.224971294403076,6347.4482421875,2089.93310546875,6682.658203125,Estimated,-18.22442054748535,18.88317853266585,79.69266974767834,-0.5712977051734924,-0.7947373740901398,84.0319378244094,-0.8838168382644653,-1.2963637011566504,"Your shot shows good distance and solid ball speed with a high launch angle, which is great for a sand wedge. However, the attack angle is slightly too steep and the club path is outside-in, leading to some side spin. Focus on easing your attack angle and correcting your club path to improve accuracy and reduce spin.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:48:10,Jason,56,Sand Wedge,63.1611615840884,-3.325790405273437,5.856069564819336,6.950545787811279,1.0944762229919434,73.66611134528011,1.1663197683153144,31.52379035949707,6.442088603973389,5689.76708984375,991.3569946289062,5775.48583984375,Estimated,-9.883716583251951,20.67329317357371,85.04530227847681,3.664098024368286,5.43497871790521,90.20309489678677,3.448214292526245,5.425408600586593,"Your shot data shows a good carry distance of about 85 yards with a fairly high spin rate. However, your attack angle is too steep (-3.3°), which may cause inconsistencies. Additionally, your club path is outward (5.9°), and the club face is open at impact (6.9°), leading to a tendency for your shots to go right and have a higher than desired spin. Focus on bringing the club path more in line with the target and try to keep the face square at impact for straighter shots.",club path drill,1.1954004,68.0,101.325,83 +6/8/24 19:48:33,Brian,56,Sand Wedge,62.33171408490489,-4.307737350463867,12.252887725830078,13.65871238708496,1.4058246612548828,68.66001655608079,1.1015262064276916,35.400962829589844,12.7527437210083,3347.4453125,1773.2049560546875,3788.092529296875,Estimated,-27.91101455688477,19.81198470079994,78.21713621033905,5.884697914123535,8.019354169533301,85.4052538314345,5.188935279846191,7.724115633073609,"Your sand wedge shot shows a good club speed, but your club path and face angle are quite open, which may be causing the ball to veer off to the right. Focus on getting your club face more aligned with the path of your swing to straighten out your shots and improve accuracy. Additionally, work on your attack angle; it should be more level or slightly upwards for better contact with the ball.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:48:56,Jason,56,Sand Wedge,60.14078042347956,-5.971702575683594,-7.71010684967041,-8.38134765625,-0.6712408065795898,70.67966259326886,1.175236870815112,30.980995178222656,-7.849371433258057,6289.328125,11.454726219177246,6289.33837890625,Estimated,-0.1043524518609047,18.63262835571664,79.64032195687014,-8.69000244140625,-12.032723561169746,84.47801208962755,-8.631832122802734,-12.678844149693193,"Your club speed and ball speed are solid, but your club path and face angle indicate that you're aiming a bit left while striking the ball, leading to the ball curving left (a slice). To improve, focus on aligning your club face with your target line during your swing. Additionally, your attack angle suggests you're hitting down too much, which can result in excessive backspin and less distance. Try to level out your swing path a bit more on sand shots to get better lift and control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:49:03,Herald,56,Sand Wedge,,,,,0.0,110.52271447963903,-49.40807342529297,,1.7717710733413696,1595.401123046875,70.57503509521484,1596.9613037109375,Measured,-2.5329160690307617,,,,,,,,"It looks like there are some missing data points, which makes it hard to analyze your shot accurately. However, focusing on improving your contact with the ball can enhance your results overall. A great way to do this is by ensuring that you're striking the ball before the ground to create a clean shot with your sand wedge.",strike first drill,1.1954004,68.0,101.325,83 +6/8/24 19:49:20,Brian,56,Sand Wedge,59.829803743856246,-7.761638641357422,0.2661548554897308,-7.208763122558594,-7.474917888641357,68.47476429292237,1.144492543984884,29.34703254699707,-5.888138294219971,5950.19775390625,503.5811767578125,5971.46923828125,Estimated,-4.837567329406738,16.13797536132779,76.48798204864579,-7.922881126403809,-10.54313834656,82.62773378398106,-7.975357532501221,-11.464340359793256,"Your shot with the sand wedge shows a steep attack angle, which means you're hitting down on the ball. This can lead to high backspin but also may cause inconsistent distance. The club face angle being closed at impact (-7.2 degrees) is likely contributing to your shot direction being off-target. Focus on leveling your swing path and keeping the face more square at impact for better accuracy and distance control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:50:04,Brian,56,Sand Wedge,59.067184273827024,-4.740612506866455,6.281359672546387,,31.08847045898437,66.8950619810862,1.13252498495561,13.586149215698242,31.48239517211914,3790.62060546875,-2035.8150634765625,4302.7138671875,Estimated,28.238754272460938,3.9994892797865305,54.38396050774236,37.28501892089844,32.94473671980677,75.60938353610436,38.77491760253906,47.35133434815498,"Your shot with the sand wedge shows that your club speed is good, but the attack angle is a bit steep (negative) which suggests you're hitting down too much. This can cause high backspin and a shorter carry than expected. Try to maintain a more neutral attack angle to improve distance and control. Additionally, your ball is deviating significantly to the right, so focus on aligning your club face better and checking your swing path.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:50:23,Herald,56,Sand Wedge,57.27479534861459,-7.083298206329346,-2.3413124084472656,-4.667009353637695,-2.3256969451904297,64.82692156993608,1.1318577600383195,28.59146499633789,-4.126549243927002,5690.6630859375,139.84051513671875,5692.380859375,Estimated,-1.4076846837997437,13.792856492993224,70.59107099731955,-4.829496383666992,-5.943146628474267,77.28246865823257,-4.828928470611572,-6.505772740966847,"Your sand wedge shot shows potential, but there are a few areas to improve. Your club speed is good, but the attack angle is quite steep, which may lead to more digging into the sand. Additionally, the club path and face angle suggest you're closing the face too much at impact, which is causing the ball to go left. Focus on a more neutral swing path and opening the club face slightly at impact to help straighten your shots. Aim to reduce the backspin for better control and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:50:48,Jason,56,Sand Wedge,56.72914190926622,-6.424034595489502,7.257169723510742,-4.0071306228637695,-11.264300346374512,61.72303417255216,1.08803045657333,32.8652229309082,-2.3834800720214844,4471.5498046875,116.58792877197266,4473.0693359375,Estimated,-1.4935500621795654,14.770072269394632,66.46451483943838,-2.946764707565308,-3.4168173905510173,73.15245824702106,-2.9584999084472656,-3.775534611136578,"Your shot data shows that your club path is moving too much to the right (7.3 degrees), which means you're likely hitting the ball with a slice. Your attack angle is good for a sand wedge, but the face angle is closed (4 degrees left), which can cause the ball to curve away from your target. Focus on aligning your clubface more toward your target at impact while also correcting your swing path to be more neutral. This should help your accuracy and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:51:23,Brian,56,Sand Wedge,55.19451214419541,-4.29251766204834,4.782971382141113,7.123994827270508,2.3410234451293945,59.51470124515663,1.0782720769353795,33.64337921142578,6.450289726257324,3496.93701171875,-325.5411376953125,3512.05712890625,Estimated,5.318520545959473,13.903563643509417,63.6274548118754,8.06981086730957,8.931995120428951,71.62904909226745,8.137354850769043,10.13886555280328,"Your sand wedge shot shows a decent carry of about 63 yards, but the ball is spinning a bit too much, which can lead to less control on the greens. To improve your distance and accuracy, try to work on keeping the clubface flatter at impact. This will help reduce excess spin and improve your carry. Focus on a smoother follow-through for better distance control.",clubface control drill,1.1954004,68.0,101.325,83 +6/8/24 19:51:37,Herald,56,Sand Wedge,50.77550818304053,-9.44358730316162,3.0982139110565186,-2.734247922897339,-5.832461833953857,55.42405616312544,1.0915509887823749,33.16047286987305,-1.85830307006836,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,10.836305582562543,57.881037401417416,1.480019450187683,1.494975054413359,70.52124334968266,2.0883476734161377,2.5697657956342823,"Your shot with the sand wedge shows you have a good understanding of how to hit it, but there are a few areas to improve. The club speed looks good, but the attack angle is quite steep, which can lead to inconsistent strikes. Try to focus on making a more shallow angle of attack. Also, your club face was slightly closed at impact, which resulted in some left spin. Aim to align your face more square to your target. Consider working on your follow-through to help with direction and consistency.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:52:00,Jason,56,Sand Wedge,42.91190608785382,-3.523069143295288,0.5943569540977478,-3.207233667373657,-3.80159068107605,60.29647782754637,1.4051223384041949,29.61201286315918,-2.560124397277832,5709.1787109375,3296.195556640625,6592.3916015625,Estimated,-30.0,11.787801147194727,60.65114415398193,-10.452857971191406,-11.003723187437911,66.81719493882747,-11.129584312438965,-12.89763855810304,"Your shot shows you're hitting the ball with decent speed, but the high backspin and sidespin indicate that your clubface is not aligned correctly at impact. This can cause the ball to veer off to the left. Focus on keeping the clubface square to the target. Try hitting some shots with a more neutral path and face angle to reduce that spin.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:52:35,Herald,56,Sand Wedge,54.87825339216624,-7.61212158203125,3.2573375701904297,6.414357662200928,3.157020092010498,62.0329100648728,1.1303732577197485,31.15261459350586,5.676479816436768,3143.275390625,1727.4749755859375,3586.690673828125,Estimated,-28.79222679138184,13.243338187220388,66.74163523312791,-0.5162413120269775,-0.6015077125832562,75.55349805589503,-1.2754888534545898,-1.68192204497484,"Your swing with the sand wedge shows you're generating a solid ball speed, but the attack angle is a bit steep at -7.6°, which can cause increased backspin. This might make the ball stop quickly on the green, but it can also lead to inconsistent contact. Focus on leveling out your swing a bit and maintaining a more neutral attack angle. The club path is slightly to the right, which can lead to sidespin. Make sure to swing slightly more inward to help square the clubface at impact for straighter shots.",swing path drill,1.1954004,68.0,101.325,83 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_8.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_8.csv new file mode 100644 index 0000000000..a3d9587a8c --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_8.csv @@ -0,0 +1,133 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +6/8/24 18:06:22,Herald,56,Sand Wedge,67.72000393224016,-2.04536247253418,5.245246887207031,5.1636643409729,-0.0815825462341308,72.17623413066576,1.065803749847452,31.158126831054688,4.897872924804688,4479.56884765625,2157.812744140625,4972.19189453125,Estimated,-25.72016143798828,18.76538557383856,83.20084781057085,-2.812020301818848,-4.081811739760639,89.73788039693136,-3.380724668502808,-5.291944261764797,Your shot showed good distance but the ball is drifting right due to your club path and face position. Try to focus on bringing the clubface more in line with your target at impact. A slight adjustment could help straighten out your shots.,face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:06:52,Jason,56,Sand Wedge,69.2525857209339,-1.5903308391571045,4.596847534179688,6.372054576873779,1.7752070426940918,75.2258586872922,1.0862534287229175,31.442556381225582,5.809340476989746,5152.232421875,1853.576416015625,5475.51318359375,Estimated,-19.786794662475582,21.164011994365183,90.09413573195344,-0.6898379325866699,-1.085053377927025,93.57978605573498,-0.9304113388061525,-1.519972501219442,"Your swing speed is solid for a sand wedge, but the club face is quite open at impact, which is causing the ball to spin more than ideal and go off-target. Focus on keeping the club face square to your target line at impact, and practice aligning your body properly. This will help in reducing the sidespin and improve accuracy.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:07:33,Jason,56,Sand Wedge,65.96249033808226,-9.418721199035645,14.634096145629885,12.717862129211426,-1.916234016418457,67.64140430553516,1.025452555821465,30.886775970458984,12.277861595153809,5643.49365234375,1398.306884765625,5814.14501953125,Estimated,-13.91610336303711,16.74965875458713,74.96706763240854,8.964776039123535,11.681908257962618,80.44002332088075,8.61566162109375,12.050370290139996,"Your shot has some positive elements, but there are a few areas you can improve on. Your club speed is good, but your attack angle is quite steep, which likely contributes to the high backspin. This means your ball might be losing distance. Additionally, the club path is significantly out to the right, which can lead to slices. Focus on making a more neutral swing path and decreasing the attack angle slightly for better distance and control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:07:57,Jason,56,Sand Wedge,69.98749351061088,-6.907171726226807,5.774718284606934,7.114369869232178,1.339651584625244,77.33228772345865,1.1049443814091473,31.832740783691406,6.566478252410889,5059.67626953125,1842.47509765625,5384.7041015625,Estimated,-20.00903511047364,22.760546607453307,91.16659795495524,0.0484566427767276,0.0789556026686835,97.09075922699868,-0.3758651614189148,-0.6370264479148631,"Your sand wedge shot shows good power with a club speed of around 70 mph, but the attack angle is a bit steep at nearly -7 degrees, which can lead to hitting the ground before the ball. The ball is launching high, which is great for a flop shot but make sure to control the spin. To improve your contact, focus on shallowing out your attack angle to around -4 to -5 degrees. This will help you make cleaner contact and get better distance control.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 18:08:33,Herald,56,Sand Wedge,67.45742776099496,-0.5408035516738892,1.9031943082809448,29.54135131835937,27.63815689086914,82.65151383409466,1.2252396300513133,5.808935165405273,24.50407791137696,2546.77978515625,-386.2774658203125,2575.9072265625,Estimated,8.624484062194824,1.648996607018205,53.5050699689532,25.73057556152344,23.228691799294893,97.71855725437854,26.19072723388672,43.12911456331949,"Your shot with the sand wedge shows some room for improvement. The club speed is good, but the launch angle and direction suggest that the ball is going too high and off to the right. Your face angle is quite open, which is causing some of that rightward spin. Try focusing on closing the club face at impact and maintaining a more downward attack angle to improve your accuracy and distance.",face angle drill,1.1954004,68.0,101.325,83 +6/8/24 18:09:07,Lauren,56,Sand Wedge,62.54811265546459,-7.245320796966553,9.47971248626709,5.22093391418457,-4.25877857208252,71.98555046349065,1.1508828549313797,31.905441284179688,5.474761962890625,4842.32958984375,2346.89111328125,5381.0830078125,Estimated,-25.85768699645996,19.33108004783412,82.01192551997246,-2.4492852687835693,-3.504851049570106,87.68962498253495,-2.9717040061950684,-4.546158765217626,"Your swing speed is good for a sand wedge, but your attack angle is quite negative. This means you might be hitting down too much, which can lead to less consistent contact. Try to focus on a shallower angle of attack and ensure you are making contact with the ball first, then the ground. Your club path is also out to the right, which could cause the ball to drift that way. Work on straightening that path to improve accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:09:44,Brian,56,Sand Wedge,65.2934079224583,-7.977290153503418,15.23390293121338,11.994535446166992,-3.2393674850463867,66.65315757139706,1.0208252209863755,31.522157669067383,11.758756637573242,5125.06982421875,2037.673828125,5515.29296875,Estimated,-21.682249069213867,16.42247463252704,73.33582569977716,6.154821872711182,7.862744664676768,78.88769522399434,5.665726661682129,7.788177848219504,"You have a nice club speed for a sand wedge, but your attack angle is a bit steep, and the face is closed relative to your swing path. Try to make your swing more neutral and focus on a flatter attack angle to help with consistency and distance control. Your backspin is higher than ideal, which can make the ball spin too much and not carry as far as you'd like. Also, your total distance shows some deviation, meaning your strikes are not always consistent. Aim for more centered strikes on the face.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:12:12,Lauren,,Pitching Wedge,60.56212169673972,-6.4316935539245605,9.569703102111816,,31.429908752441406,62.45742570151742,1.031295204852107,18.45711708068848,34.87543869018555,3929.760498046875,-75.81949615478516,3930.491943359375,Estimated,1.1053086519241333,6.196764123975584,59.10131913921896,36.158790588378906,34.871258906933235,73.20796826491187,35.984275817871094,43.0143065299244,"Your club speed is solid, but the attack angle is quite steep, which can lead to inconsistent strikes and high backspin. Focus on flattening your attack angle slightly to improve your contact and distance control. Additionally, your launch direction indicates a tendency to push the shot right. Work on aligning your feet and shoulders parallel to your target for better accuracy.",attack angle adjustment,1.1954004,68.0,101.325,83 +6/8/24 18:12:59,Lauren,,Pitching Wedge,64.24224138075215,-2.7033233642578125,5.575319766998291,-0.463544636964798,-6.038864612579346,87.66269016467959,1.3645646272694425,21.891796112060547,0.3168569505214691,5427.34765625,351.7821350097656,5438.736328125,Estimated,-3.708529472351074,19.49221595953054,110.57834191011898,-1.1028714179992676,-2.1287308083535947,118.99611531156825,-1.1953401565551758,-2.482408229526243,"Your pitching wedge shot shows a solid swing, but your attack angle is a bit negative, indicating you're hitting down on the ball more than needed. This can lead to excessive spin and a higher chance of sowing mishits. Try to focus on a more shallow angle of attack to help the ball get airborne more easily. Also, your club path is right of your target, so aim to swing more to the left on your follow-through. A good goal here is to feel like you're sweeping the ball more than digging into the ground.",attack angle adjustment drill,1.1954004,68.0,101.325,83 +6/8/24 18:14:08,Herald,,Pitching Wedge,62.39352883855281,-7.256498336791992,13.327144622802734,5.171911716461182,-8.155233383178711,80.90290893717702,1.296655445575428,25.510990142822266,5.9159111976623535,3779.209716796875,258.3865051269531,3788.032470703125,Estimated,-3.911255121231079,18.78164934993561,102.65212377607077,5.095968246459961,9.118040871057133,112.88202851160533,4.942525863647461,9.725548288973869,"Your pitching wedge shot shows some good potential, but there are key areas to improve. Your club speed is decent, but the negative attack angle indicates you're hitting down on the ball too much, which can lead to excessive backspin. Try to level out your swing path to create a more neutral angle of attack. This will help you achieve better contact and consistent distance control. Additionally, your carry distance is good, but there's a noticeable deviation in direction. Focus on aligning your clubface more to your path for straighter shots.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 18:15:00,Brian,,Pitching Wedge,62.966663560911,-1.7020286321640017,7.00015115737915,-1.9265958070755005,-8.92674732208252,87.4607682271353,1.389001152054529,19.54624366760254,-0.7066415548324585,7317.77392578125,117.86686706542967,7318.72314453125,Estimated,-0.9227793216705322,17.707745768811037,106.1914652114001,-1.1540271043777466,-2.138826572918134,113.15921148234791,-1.1696903705596924,-2.310187575088804,"Your shot shows a good club speed but there are some areas to improve. The attack angle is slightly negative, which means you might be hitting down on the ball too much. Try to create a more positive angle of attack for better contact. The face angle is also a bit open, leading to some unintended sidespin. Focus on aligning the clubface more squarely to your target at impact. Practicing these adjustments can help increase your carry distance and accuracy.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:15:33,Jason,,Pitching Wedge,65.61511514497397,-4.079353332519531,9.589853286743164,3.1738874912261963,-6.415966033935547,90.4198466281905,1.3780338025531385,20.24140930175781,3.8070528507232666,7042.49462890625,768.3662719726562,7084.28662109375,Measured,-6.22658634185791,19.8511078743893,111.71374830491824,1.453065037727356,2.8329651416516697,118.35571009389332,1.2955821752548218,2.676130098666306,"Your shot shows that you're generating a good club speed and ball speed, which is great! However, your attack angle is a bit negative, suggesting you might be hitting down on the ball too much. This can lead to higher backspin, causing the ball to lose distance. Try to focus on ensuring you're sweeping the ball off the ground with your wedge, which can help reduce the backspin and give you better control. Also, your club path is moving right, but your face is slightly open, which could lead to a rightward miss. Work on aligning your body and clubface better at address.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:16:24,Brian,,Pitching Wedge,66.2326824214797,-2.81139612197876,6.586435794830322,5.382175445556641,-1.2042603492736816,93.12719459956406,1.4060610441071657,18.217647552490234,5.245182037353516,7149.06103515625,2069.312255859375,7442.521484375,Estimated,-16.14320945739746,18.621591849454035,114.07665782944514,-1.431491494178772,-2.850086223375996,121.24136328907936,-1.8400496244430544,-3.893062660439142,"Your shot with the pitching wedge shows a decent club speed and ball speed, indicating good power. However, your attack angle is slightly negative, which means you're hitting down on the ball rather than catching it cleanly. This can lead to excessive backspin and a loss of distance. Focus on getting a more neutral or slightly positive attack angle. Also, your club path is slightly out to the right, which might cause a pull to the left. Work on aligning your swing path more towards your target to improve accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:17:16,Jason,,Pitching Wedge,66.53397814610389,-8.142952919006348,10.842388153076172,8.195802688598633,-2.646585464477539,84.74311210799715,1.273681725777877,24.184005737304688,8.088894844055176,4231.203125,-1603.2852783203125,4524.77685546875,Estimated,20.752674102783203,18.929963223454703,106.32761619170104,15.943133354187012,29.20642320058346,115.77729354214534,16.43592071533203,32.75833219407423,Your ball is launching a bit high and to the right. This suggests that you're coming into the ball on an outside-in path and hitting down too much. Work on leveling out your swing path to bring it more inside-out. This will help straighten your shots and improve distance.,swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:17:43,Jason,,Pitching Wedge,65.7064036919819,-5.953885078430176,8.366297721862793,6.662141799926758,-1.7041559219360352,78.84871183186078,1.200015636245857,22.90345001220703,6.519284248352051,4427.36669921875,57.1221923828125,4427.7353515625,Estimated,-0.7391930818557739,15.613355422026984,96.27754956312856,6.709346294403076,11.248407808611203,105.89314788392858,6.6403889656066895,12.245235233449762,"Your pitching wedge shot shows good club speed and a decent launch angle, but your attack angle is a bit steep, which can lead to less control. Focus on leveling out your swing to reduce the negative attack angle and improve your accuracy. Also, the sidespin indicates a slight push to the right, so work on your aim and swing path.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:18:14,Lauren,,Pitching Wedge,67.72706945074106,-1.645324945449829,9.841075897216797,1.0542564392089844,-8.786819458007812,89.75158340311737,1.3251951417799803,21.375120162963867,2.097374439239502,7431.49267578125,2774.091552734375,7932.380859375,Measured,-20.470029830932617,20.107531950721523,107.84869748007986,-6.695154190063477,-12.573698013294576,113.419356807437,-7.095391750335693,-14.009733957676872,"Great job generating good ball speed and a solid launch angle! However, your attack angle is slightly negative, which can lead to excessive backspin and affect your distance. Try to make your swing path more neutral by aiming to hit through the ball rather than down into it. This can help lower your backspin and improve overall distance. Focus on a smoother, more centered swing path to keep the ball straighter.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:19:15,Jason,,Pitching Wedge,69.72992208163714,-4.648838520050049,12.08080768585205,7.286649227142334,-4.794158458709717,91.11583433346824,1.3066963451757951,19.97365379333496,7.497054100036621,6489.30419921875,109.65475463867188,6490.23046875,Measured,-0.9680787324905396,19.727117701404723,114.17271777773568,7.761418342590332,15.418845082018038,121.45692872154996,7.684237003326416,16.240431727394594,"Your shot data indicates that your club path is significantly out to the right at 12 degrees, which can lead to a push or fade on your shots. Additionally, your attack angle is negative, meaning you're hitting down on the ball, which is not ideal for a pitching wedge. To improve shot accuracy and distance, focus on bringing your club path closer to the target line and adjust your angle to a more neutral position. This will help with better ball contact and straighter shots.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:19:50,Brian,,Pitching Wedge,68.22359279012699,-3.844547271728516,7.1866655349731445,10.468706130981444,3.282040596008301,84.70943996306414,1.241644371085114,24.07607650756836,9.498478889465332,4364.8134765625,-610.0598754882812,4407.24072265625,Estimated,7.956555366516113,19.47668224905283,107.96336367215464,13.095843315124512,24.46238588547453,117.37716351216297,13.219108581542969,26.841292190672,"Your shot shows great potential, but you're coming down a bit steep with a negative attack angle. This can result in less distance and control. Try to focus on a more shallow swing path and getting the clubface square to the target to improve accuracy. Your backspin is nice for a pitching wedge, but the sidespin indicates a bit of a slice; working on your grip and club path can help correct that.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:20:32,Brian,,Pitching Wedge,64.53746997535927,,13.241439819335938,7.372490406036377,-5.8689494132995605,85.89043967384168,1.3308615864029854,23.4722900390625,7.71279239654541,5295.7197265625,62.64536285400391,5296.09033203125,Estimated,-0.67774498462677,20.16946654606249,108.2544137178611,8.140997886657715,15.329859469578878,116.1277166958198,8.062606811523438,16.28756476377896,"Your pitch shot shows good distance, but your ball is curving a bit more than usual. This means your club head might be coming through too much from the outside. Focus on aligning your body to your target and try to keep your club path more straight for better accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:21:02,Jason,,Pitching Wedge,70.68364334735179,-3.1428465843200684,9.676441192626951,12.87669849395752,3.2002573013305664,91.64656741158616,1.2965739041098785,20.68312644958496,11.787996292114258,9974.7900390625,-334.736328125,9980.4052734375,Measured,1.922023892402649,21.73263716034694,107.45900096788864,14.154363632202148,26.27751257450086,110.658649128246,14.116494178771973,26.9890240975974,"Your pitch shot shows a strong club speed and good ball speed, but the attack angle is slightly steep, which might lead to inconsistent contact. The club path is aimed significantly to the right, contributing to the sidespin, causing hooks. Work on flattening your swing path and ensure the clubface is square at impact for better accuracy and control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:22:29,Jason,,Pitching Wedge,69.61916922581213,-3.4783942699432373,10.071575164794922,9.303385734558104,-0.7681894302368164,94.44947908065478,1.3566590944845192,20.5833683013916,8.902238845825195,5618.40283203125,-2231.041748046875,6045.1630859375,Measured,21.657798767089844,20.441668383379465,118.91790233881784,18.876256942749023,38.47298132058222,126.90658905906002,19.349105834960938,42.047107253820286,"Your club speed and ball speed are solid, but there's room for improvement in your club path and face angle, which can lead to inconsistent shots. Try to work on getting the club path more in line with your target to reduce the side spin. Additionally, your attack angle is a bit downward, which might be causing a lower launch angle than ideal for maximizing distance. Focus on making a more level swing to help the ball get in the air better.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:25:59,Brian,,8 Iron,66.73121107106817,-4.176681995391846,10.811020851135254,6.248636245727539,-4.562384605407715,80.60696781745537,1.2079350355504508,21.25625228881836,6.485522270202637,1703.7374267578125,983.6531372070312,1967.306396484375,Estimated,-30.0,12.220431775508246,97.51826062286092,0.7750597596168518,1.319216840943653,114.80727412684882,-0.1384764164686203,-0.277959089161957,"Your shot shows good ball speed and distance, but your attack angle is a bit steep, which can lead to inconsistent contact. Focus on flattening your attack angle and try to swing more from the inside to improve your accuracy. Your club path is also slightly outside-in, leading to some sidespin. Practicing a more neutral path will help keep your shots straighter.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:26:28,Brian,,8 Iron,67.88653001140074,-1.585929274559021,4.951509952545166,4.140676975250244,-0.8108329772949219,82.76856421727916,1.2192192501720027,21.064342498779297,4.020813465118408,1429.15966796875,825.1256103515625,1650.2513427734375,Estimated,-30.0,12.398440546618415,101.8460645834666,-1.2653225660324097,-2.249345992275068,121.96242615637856,-2.175288677215576,-4.62925274810874,"Your 8-iron shot is looking good overall, but your attack angle is a bit negative, meaning the club is coming down too much on the ball. This can lead to less distance and higher spin. Your club path is slightly out to the right, which combined with the club face being open, is causing the ball to curve right. Focus on leveling out your swing and aiming to hit more up on the ball. Try to align your club path with your target for better accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:27:35,Brian,,8 Iron,67.23836255452761,-8.331684112548828,2.582221031188965,7.591989517211914,5.009768486022949,87.98604003491437,1.3085690473732343,22.67443084716797,6.559338092803955,4430.62744140625,303.6884155273437,4441.0234375,Estimated,-3.921090602874756,19.977569840970773,113.70000237511704,5.641946792602539,11.178011752742124,123.6978463669875,5.482692718505859,11.818767401914329,"Your shot data indicates that your attack angle is quite negative, meaning you're hitting down on the ball too much. This can lead to excessive backspin and a higher chance of fat shots. Try to create a more neutral or slightly positive attack angle. Your club face is also open relative to your path, contributing to the left-side spin. Focus on aligning the club face better at impact. Lastly, your carry distance is good, but with some minor adjustments, you can improve accuracy and control.",attack angle adjustment drill,1.1954004,68.0,101.325,83 +6/8/24 18:28:21,Brian,,8 Iron,72.45410185885976,-4.515258312225342,6.76227617263794,10.291889190673828,3.5296130180358887,94.25057790826668,1.3008314987033631,20.13117408752441,9.300134658813477,9050.1787109375,622.5579833984375,9071.56640625,Measured,-3.9351534843444815,22.53561756193926,113.5734215121347,8.448129653930664,16.685564207963807,117.73019821485286,8.33802318572998,17.072373832105995,"Your 8 iron shot shows some good power, but the ball is curving quite a bit to the right because of a few factors: your club face is open at impact and your swing path is coming over the top. This can cause a high amount of backspin as well. Focus on aligning your club face square to the target and practice swinging more from the inside. Also, try to reduce the downwards angle of your swing a bit for better impact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:28:56,Brian,,8 Iron,71.21928730215723,-2.193028926849365,7.842610836029053,7.210801124572754,-0.6318097114562988,100.90196145277788,1.416778590112647,21.049604415893555,6.904438018798828,3632.465576171875,865.7344970703125,3734.20703125,Measured,-13.40536117553711,24.125723425773685,140.26825002415717,2.199714422225952,5.384099401942763,151.79205631454715,1.7862982749938965,4.731679390075328,"Your 8 iron shot shows a decent club speed and ball speed, but the attack angle is slightly negative, which means you're hitting down on the ball too much. The ball is spinning a bit too much as well, which can cause it to lose distance. Focus on having a more neutral attack angle and try to keep the face more aligned with your swing path to improve your distance and accuracy.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 18:29:39,Lauren,,8 Iron,70.34806108488146,-1.670306921005249,10.562552452087402,12.161023139953612,1.598470687866211,96.14301901273392,1.366676174581819,23.99740982055664,11.31100082397461,5332.927734375,-72.00916290283203,5333.41357421875,Estimated,0.7736033797264099,26.71840128791996,126.09939513589325,12.972173690795898,28.3065547476981,133.52037448693227,12.884037017822266,29.77215939261441,"Your shot shows good club speed and ball speed! However, your attack angle is a bit negative, which means you might be hitting down on the ball too much. Try to have a more level or slightly upward strike to help launch the ball higher and reduce backspin. Additionally, your club path is quite open to the target, leading to a rightward direction. Focus on aligning your swing path more toward the target to improve accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:30:27,Herald,,8 Iron,75.42892407831368,-3.268497467041016,7.932781219482422,7.05239725112915,-0.8803839683532715,101.4310049503847,1.3447229453395688,19.9961051940918,6.785604476928711,3784.448974609375,286.7434387207031,3795.296630859375,Measured,-4.332957744598389,23.353159643784693,141.10321147167997,5.609792709350586,13.793242384820587,153.0416616594248,5.433432102203369,14.49136033265495,"Your 8-iron shot shows good distance, but the club face is slightly closed relative to your club path. This might cause the ball to drift left. Focusing on straightening out your club face and improving your attack angle can help you hit straighter and more consistent shots.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:31:16,Herald,,8 Iron,72.63904265894416,-2.1121294498443604,10.258316040039062,11.350049018859863,1.0917329788208008,104.8318659889137,1.443188981456181,20.87220001220703,10.60678005218506,4878.3330078125,579.9491577148438,4912.68505859375,Measured,-6.7796549797058105,27.69307643596608,142.9477160012284,8.590045928955078,21.351219592278994,151.73043043266807,8.345744132995605,22.023140699789792,"Your shot data indicates a strong swing speed and decent distance, but the ball is curving too much to the right due to a steep club path and an open club face at impact. Focusing on getting your club path more neutral and aligning your club face with your target can greatly improve your accuracy and consistency. Try to keep your attack angle more level to ensure solid contact and better launch conditions.",club path drill,1.1954004,68.0,101.325,83 +6/8/24 18:34:54,Brian,,8 Iron,67.47876511487357,-6.458452701568604,5.127997398376465,5.774349689483643,0.6463522911071777,91.1982227164708,1.3515099537049624,18.20261001586914,5.384832859039307,1906.5736083984373,426.39111328125,1953.6715087890625,Measured,-12.606337547302246,13.400596407527246,118.98767992481226,2.7029123306274414,5.611195699395353,139.1792507719265,2.26658582687378,5.504523204376881,"Your shot with the 8-iron shows that your club speed and ball speed are reasonable, but let's focus on your attack angle and club path. An attack angle of -6.5 degrees indicates you're hitting down too much on the ball, which can lead to inconsistent contact and distance loss. Try to aim for a more neutral attack angle around -2 to 0 degrees. Additionally, your club path is slightly out to the right. Working on your swing path will help improve your accuracy. Keep practicing, and you’ll see improvement!",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:35:21,Lauren,,8 Iron,66.19648017239751,,14.165653228759766,3.433624744415283,-10.73202896118164,94.7719670941642,1.4316768330785363,16.648176193237305,4.592963218688965,2302.486083984375,387.3904418945313,2334.84765625,Measured,-9.550497055053713,13.56584258866053,124.40050323707236,2.2867884635925293,4.963715102918172,144.06582609855468,1.9297568798065183,4.851342881314452,"Your shot with the 8-iron shows a good ball speed and carry distance, but the club path is significantly to the right, which can cause accuracy problems. Focus on aligning your club path more with your target to improve your direction. Additionally, your launch angle and backspin are nice, but with a bit more control on the club face, you can increase your effectiveness. Practice keeping your club face square to the target at impact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:35:33,Brian,,8 Iron,,,,,0.0,93.68691507665244,-41.881797790527344,22.81072425842285,3.805397510528565,3823.308837890625,-1548.21044921875,4124.88134765625,Measured,22.04499053955078,21.822524925301423,123.74072416376202,12.296867370605469,26.35392332812239,134.32736816352917,12.87053680419922,29.92124504978824,"It seems your shot data has some missing values, but I can still provide some insights based on what we have. Your carry distance is good at around 124 yards, but the high backspin suggests that the ball is climbing too much, which may be affecting your control and distance. To improve your consistency and lower that backspin, focus on hitting through the ball with a more level swing path. This should help you achieve a better strike and improve accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:35:53,Brian,,8 Iron,67.75708937113495,-5.785993576049805,10.907645225524902,5.897840023040772,-5.009805202484131,89.75862332191355,1.3247119106646783,16.960067749023438,6.209460258483887,1304.7674560546875,753.3077392578125,1506.6156005859375,Measured,-30.0,10.188934495928264,106.65753910278454,1.4291657209396362,2.660268901610777,132.02605114645303,0.4597012996673584,1.0589879494149417,"Your shot data shows a solid carry distance of 107 yards with good ball speed. However, your attack angle is a bit steep, which can lead to less controlled shots. Try to flatten your swing path for more consistent contact and reduced sidespin. Focus on improving your setup to promote a more neutral swing path and face alignment.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:36:36,Lauren,,8 Iron,68.51627421411513,-1.7995811700820925,2.766035318374634,,30.16368293762207,72.40482242728649,1.0567536436820768,11.545551300048828,27.39532470703125,3754.832763671875,-229.9811553955078,3761.869140625,Estimated,3.5049524307250977,4.207480542194247,63.84385043325028,28.59059715270996,30.55233880196397,87.74277375962265,28.6517391204834,42.07129537073979,"Your shot shows a good swing speed, but your attack angle is slightly negative, indicating you may be hitting down on the ball too much. Work on getting a more neutral attack angle for better contact. The backspin is high, which can affect your distance and control. Consider adjusting your setup and focusing on sweeping the ball off the ground rather than digging into it.",sweep drill,1.1954004,68.0,101.325,83 +6/8/24 18:37:09,Herald,,9 Iron,71.0561147843141,-4.785312652587891,9.721059799194336,12.688873291015623,2.967813491821289,97.73172815401176,1.375416154551507,21.958908081054688,11.63929557800293,2721.455810546875,326.2846984863281,2740.94580078125,Measured,-6.836755275726318,22.594202199038364,139.23839860250337,10.118182182312012,24.46132624737561,153.0580651909404,9.837191581726074,26.14983244128598,"Your 9-iron shot shows a good ball speed and carry distance, but your club path is significantly to the right, leading to a slice. Aim to bring your club path more in line with your target. Your attack angle is slightly descending, which is good for an iron, but a more neutral club face at impact would help. Practice keeping your club face more square to your path.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:37:57,Jason,,9 Iron,69.59718334608078,,14.078755378723145,9.923993110656738,-4.154762268066406,100.8084883976344,1.4484564396284754,20.51678466796875,9.91342544555664,2913.46484375,-97.11286163330078,2915.082763671875,Measured,1.909100890159607,22.4606127061104,143.90557878101208,11.253946304321287,28.08432277317206,158.1133899707238,11.230859756469728,30.794603777084603,"Your shot with the 9-iron had a solid carry distance of around 144 yards, which is great! However, your club path is quite open at about 14 degrees, meaning the club was moving too much to the right during the swing, contributing to the slight slice spin. This can lead to inconsistency in direction. Focus on bringing the club closer to your body on the downswing and working on squaring the clubface at impact to improve accuracy and control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:38:49,Jason,,9 Iron,63.02927190540504,,12.388431549072266,7.048460483551025,-5.33997106552124,97.92777069270689,1.5536871636353002,15.028841972351074,7.339892387390137,3727.3857421875,1409.71435546875,3985.0595703125,Measured,-20.716846466064453,14.33104730920661,124.79487216922736,0.6042553782463074,1.3167137588202138,138.69626438899468,-0.1282042562961578,-0.3108495882639523,"Your shot shows good club speed and ball speed, which is great! However, your club face is slightly open relative to the club path, causing the ball to spin and deviate to the right. Focus on squaring the club face at impact for straighter shots. Additionally, your high backspin might make it harder to control distance on approaches. A slight reduction in spin can provide more stability in your shots.",face angle drill,1.1954004,68.0,101.325,83 +6/8/24 18:39:50,Jason,,9 Iron,71.10090146771017,-2.7065205574035645,8.973374366760254,6.452258110046387,-2.521116256713867,94.2416350780868,1.3254632941733626,18.71982765197754,6.422842502593994,3202.505859375,608.5947265625,3259.82080078125,Measured,-10.760014533996582,17.21641995060463,126.11165189469102,3.2553393840789795,7.161405563034805,140.03299367898217,2.880791425704956,7.037778336958127,"Your shot shows some solid fundamentals, but you could improve your ball flight and accuracy. Your club speed is good, but the attack angle indicates you're hitting down on the ball too much, which can lead to excessive backspin and loss of distance. Try to slightly increase your attack angle for a higher launch and lower backspin. Also, your club path is significantly to the right (out-to-in), which is causing your shot to curve. Working on a more neutral club path can help straighten your shots.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:40:35,Herald,,9 Iron,70.40517829271448,-2.991112470626831,6.298332691192627,10.639707565307615,4.34137487411499,95.10537764835136,1.3508292991311528,16.138872146606445,9.527789115905762,7367.08251953125,-954.9219970703124,7428.71337890625,Measured,7.3855061531066895,17.469393945410047,117.3037397698754,13.641165733337402,27.664939706996847,125.12159113519284,13.761399269104004,29.7638074419292,"Your 9-iron shot shows good ball speed, but the high backspin and sidespin indicate you may be hitting slightly off-center or with too much lift. Try to focus on a more neutral swing path and ensure your face is square at impact. This should help reduce deviation and give you more consistent distance and accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:40:41,Jason,,9 Iron,,,,,0.0,98.37947748237455,-43.97956085205078,27.004568099975582,5.973396301269531,1297.933837890625,-749.3623657226562,1498.724853515625,Measured,30.0,25.773804843390508,155.634520995025,13.617281913757324,36.64187245219773,165.39150173776395,13.992587089538574,39.99102553598459,"Your ball speed is solid, and your launch angle looks good for maximizing carry. However, the side spin is quite high, which means the ball is curving a bit too much to the left. This can make it hard to control your shots. Focus on your clubface angle at impact – aiming to keep it square to your swing path will help reduce the side spin. Working on your setup and alignment can also improve consistency.",clubface alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:42:01,Herald,,9 Iron,69.93536397857952,-3.748215436935425,6.331909656524658,11.279163360595703,4.947253704071045,95.9266673749662,1.3716475030336233,21.67339515686035,10.057252883911133,2832.7900390625,-52.27814483642578,2833.2724609375,Measured,1.0572534799575806,21.380914489870065,140.9141119608612,11.044107437133787,26.99418879037876,148.63091390085538,11.018263816833496,28.406669689028604,"Your 9-iron shot shows a solid club speed and decent distance, but the club face and path indicate a miss to the right. Your attack angle is slightly down, which may cause you to strike the ball lower. Focus on keeping the club face square to your path at impact to improve accuracy and distance.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:43:02,Brian,,9 Iron,72.79462059772231,-1.978073239326477,7.925363540649414,3.298789501190185,-4.6265740394592285,97.27231585322534,1.3362569246809002,15.585758209228516,3.7013773918151855,2884.05419921875,1135.9071044921875,3099.68603515625,Measured,-21.49738502502441,13.674618194138134,124.94497366056294,-2.5423741340637207,-5.542385971822,141.49112245195647,-3.3048789501190186,-8.156815096145522,"Your 9-iron shot shows some good potential, but there are a few areas to work on. The slight downward angle of attack means you're hitting down on the ball a bit more than ideal, which can affect consistency and distance. If you can work on getting the angle closer to level or slightly upward, you'll likely see better results. The club path is a bit open relative to where the face is aimed, leading to some right spin that could cause fades. Focusing on your swing path can help improve your accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:43:35,Herald,,9 Iron,72.92247405629587,7.95429801940918,-0.8292991518974304,22.12885093688965,22.95815086364746,74.28718578133157,1.018714556008922,3.2630014419555664,18.07337188720703,1379.723388671875,-796.5835571289062,1593.167236328125,Estimated,30.0,0.2986840550763787,19.14261047934974,19.05722618103028,6.250299835841531,34.43741219788808,19.4964599609375,11.493441818330894,"Your club speed and ball speed are decent, but the ball is launching too low and to the right. This suggests the club face is open at impact, causing a push and low trajectory. Focus on closing the club face and improving your swing path to hit straighter, higher shots.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:48:44,Jason,,7 Iron,61.66867746621074,-8.580464363098145,8.592934608459473,9.072066307067873,0.4791316986083984,79.056444902375,1.2819546024104589,17.056476593017578,8.527209281921387,2037.9586181640625,-348.6672668457031,2067.569580078125,Estimated,9.708539962768556,8.659671257858463,88.55227886195007,10.541203498840332,16.200006951101045,108.29404585148222,10.833145141601562,20.353833145766203,"Your shot data shows a club path that is significantly to the right of your target, likely causing the ball to fade. You have a steep attack angle, which can lead to less distance and backspin control. To improve your accuracy and distance, work on getting your club path more aligned with your target. A drill focusing on aligning your aim with your body position will help. Also, a slightly shallower attack angle could benefit your ball striking and overall distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:49:16,Lauren,,7 Iron,64.8169334184804,-3.814430713653565,2.935107707977295,11.21401309967041,8.278905868530273,88.87552737488568,1.3711776026347116,19.46244239807129,9.578706741333008,3846.08544921875,-1808.4771728515625,4250.0546875,Estimated,25.18349266052246,15.282590849579492,110.35145420284334,18.43971824645996,34.9049253614935,122.22849544249311,19.194509506225582,40.18583207404481,"Your 7-iron shot shows some positive signs, but there are areas to improve. Your club speed is decent, but the attack angle is a bit too negative, which can lead to less distance and higher spin. Work on keeping the club face more square at impact to reduce sidespin. Also, try to lower the backspin for better distance. Focus on hitting the ball with a slightly upward angle. This will help improve your launch angle and carry distance.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 18:49:46,Herald,,7 Iron,67.39069786404207,-2.2262353897094727,2.337472915649414,9.629033088684082,7.291560173034668,91.5095577919601,1.3578959810829805,15.674596786499023,8.201987266540527,6148.9033203125,-1017.7877807617188,6232.56787109375,Measured,9.39858055114746,14.611984903134385,111.82355851767352,12.46224880218506,24.13111131004439,122.10229004182928,12.701067924499512,26.84594792342159,"Your swing speed is decent, but your attack angle is slightly negative, meaning you're hitting down on the ball. This contributes to a high backspin rate, which can cause the ball to balloon in the air. Focus on a slight upward angle at impact to optimize launch conditions. Also, there's a significant deviation in your carry distance indicating inconsistency. Aim to keep your swing path closer to straight to improve accuracy and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:50:27,Brian,,7 Iron,65.84117333744553,-7.066373825073242,6.368444442749023,14.314371109008787,7.945926666259766,84.86557256211108,1.2889438061372749,25.236034393310547,12.555013656616213,1951.331787109375,-873.7560424804688,2138.023681640625,Estimated,24.1216049194336,18.10789264886762,112.72829755119074,19.11991500854492,36.92375287372533,128.0010033122844,19.75257873535156,43.25910796159678,"Your club speed is decent, but your attack angle is quite steep, which is something to work on. This steep angle can lead to inconsistent contact and higher-than-desired ball spin. Also, the club face is open, causing the ball to veer off to the right. Focus on a more level swing path and aim to bring your face closer to square at impact. Improving these areas can help reduce deviation and increase distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:50:59,Herald,,7 Iron,67.50127578855154,-3.527820587158203,1.5118716955184937,9.93986701965332,8.427995681762695,91.10923814288708,1.3497409801303273,17.975051879882812,8.354007720947266,5206.68701171875,-1061.5203857421875,5313.794921875,Measured,11.52332878112793,16.37844541797574,114.59637277073487,13.35231876373291,26.46469305569167,124.62916813265564,13.62625789642334,29.361086559089017,"Your 7-iron shot shows a solid club speed but with a few adjustments, you can increase accuracy and distance. Your club path is slightly to the right (1.5 degrees), and your face angle is quite open (about 10 degrees), which likely caused the ball to curve right. Focus on bringing your club path more in line with your target and closing the club face at impact. Additionally, the backspin is high, which can cause a loss in distance. Reducing that spin can help you achieve a more penetrating ball flight.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:51:28,Herald,,7 Iron,67.9242341098261,-1.2082780599594116,5.932442665100098,19.724720001220703,13.792277336120604,90.76260960783291,1.336233095555846,22.182334899902344,16.94464111328125,1121.7449951171875,647.6397705078125,1295.279541015625,Measured,-30.00000190734864,15.9300422434319,122.47220386163826,12.008646965026855,25.481474053997545,143.5887052713988,11.172829627990724,27.82302603030621,"Your 7-iron shot had some good distance, but your club face was open at impact, which caused the ball to slice right. Focus on squaring the club face and improving your attack angle to get better control of your shots.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:51:37,Brian,,7 Iron,,,,,0.0,122.26295239207047,-54.65642929077149,,4.407327651977539,1527.381103515625,588.54052734375,1636.8485107421875,Measured,-21.07299995422364,,,,,,,,"It looks like we have some missing information, which makes it hard to draw concrete conclusions from your shot data. However, based on the ball speed of over 122 mph, you clearly have the potential for power. To improve your consistency, focus on your swing mechanics, particularly your path and face angle. Consider taking some practice swings to ensure you're making solid contact and following through with your shot. Focus on your grip and stance as well, as these can significantly impact your performance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:52:05,Jason,,7 Iron,81.1601091704324,0.4146110415458679,-1.331769943237305,13.149456024169922,14.481225967407228,88.6908425718484,1.0927886061069954,21.6504135131836,10.634621620178224,4199.86279296875,-797.6124267578125,4274.9306640625,Estimated,10.753207206726074,18.68600866790075,114.60221329568958,15.289786338806152,30.2207304822507,125.1685739866498,15.506481170654297,33.46349840398784,"You have a good swing speed, but your club face is open at impact, which is causing the ball to veer to the right. Focus on aligning your club face more towards your target during your swing. Also, your backspin is a bit high; try to level out your swing path to achieve a more consistent trajectory.",club face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:52:34,Brian,,7 Iron,68.43153065827892,-5.805273056030273,6.69617223739624,12.76154899597168,6.06537675857544,86.54388066988577,1.2646784287502355,22.87507438659668,11.320497512817385,1463.4635009765625,39.33992385864258,1463.9921875,Estimated,-1.5398190021514893,16.111414531145442,117.28218823279258,11.409261703491213,23.20026512997969,137.18456965857877,11.30020809173584,26.88124972496917,"Your club speed is decent, but the attack angle is too steep, meaning you're hitting down on the ball more than you should. This can reduce distance and accuracy. Try to focus on keeping the clubface more square to your swing path. Your launch angle is good for a 7-iron, but the spin rates are low; increasing backspin will help with stopping the ball on the green. Work on leveling out your swing to improve both distance and accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:52:45,Jason,,7 Iron,,,,,0.0,96.6981571426786,-43.22794342041016,18.932153701782227,5.416597843170166,5496.408203125,-775.7416381835938,5550.880859375,Measured,8.033443450927734,20.67712706102612,125.46298650600876,9.318904876708984,20.31615133029959,134.36961184616575,9.47848892211914,22.1276506361487,"Your ball speed is solid, but the backspin is really high, which can cause the ball to balloon and lose distance. The club path and face angles need to be more consistent to improve accuracy. Focus on getting your clubface squared at impact and reducing backspin for better control and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:52:53,Jason,,7 Iron,69.61093038751187,-2.891556024551392,4.316102027893066,14.53041172027588,10.214309692382812,89.37166671870091,1.28387404422243,24.7635555267334,12.475671768188477,3455.6181640625,-174.18885803222656,3460.005615234375,Estimated,2.885691404342652,22.270149015534344,120.14383687041482,14.503302574157717,30.08832578152783,131.24614916203882,14.466710090637209,32.78759322409724,"Your 7-iron swing shows some areas for improvement. The negative attack angle suggests you're hitting down on the ball too much, which could lead to less distance and control. The club path and face angle indicate the face is open relative to your swing path, contributing to sidespin and affecting accuracy. Focus on a more level swing and ensuring that the clubface is square at impact. Work on aligning your body to help direct the shot more accurately.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:53:23,Jason,,7 Iron,74.03750332802701,-3.500983953475952,5.779390335083008,-1.33364999294281,-7.113040447235107,92.57683508116588,1.2504046046906714,15.907632827758787,-0.3723326027393341,6230.81640625,-68.94034576416016,6231.19775390625,Measured,0.6339184641838074,15.673184299531613,114.83983922527476,-0.1398823112249374,-0.2808626644251468,124.53278278368909,-0.1186940670013427,-0.2591525825117404,"You have a solid swing, but working on your club face position would greatly help your accuracy. Right now, your club face is slightly closed at impact, which is causing a little bit of a draw. Focus on keeping the face more square to your target line. Also, slightly adjusting your attack angle to be less negative will help with getting more elevation on your shots.",club face awareness drill,1.1954004,68.0,101.325,83 +6/8/24 18:54:02,Herald,,7 Iron,72.79694163761633,-5.869865417480469,2.3749568462371826,9.000643730163574,6.6256866455078125,93.15587480207796,1.279667424296594,16.705486297607422,7.69050407409668,1721.687255859375,906.5313110351562,1945.7662353515625,Measured,-27.76844596862793,11.661385070452184,115.77221228543476,2.075468778610229,4.1930069912909005,137.50843511092353,1.1232649087905884,2.695695857264525,"Your club speed is decent for a 7-iron, but your attack angle is quite negative, which means you're hitting down on the ball more than necessary. This can lead to a lack of distance and control. Focus on a more neutral attack angle to help with your launch and spin. The club face is open relative to your swing path, which is causing some sidespin and a fade. Try to align your club face more with your swing path for better accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:54:39,Lauren,,7 Iron,70.10317004297576,-1.7907403707504272,5.294195175170898,13.937434196472168,8.64323902130127,97.39667068548806,1.3893333300873614,19.71538543701172,12.110971450805664,1991.34814453125,-1149.7052001953125,2299.41064453125,Measured,30.0,16.726820216112515,130.76826906663882,20.53989219665528,45.88130759148726,149.78837244916213,21.533571243286133,54.97926852915998,"Your shot data indicates that your club path is aiming right and your face is wide open at impact, which is causing a significant amount of sidespin. This is leading to a considerable deviation in your shot direction. Focus on bringing your club path more in line with your target, and work on closing the clubface at impact to improve your accuracy and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:55:24,Herald,,7 Iron,72.80008186806117,-0.738810658454895,7.09726619720459,2.912309408187866,-4.1849565505981445,100.14941546655336,1.3756772368478734,15.554539680480955,3.280296802520752,2158.431396484375,1246.1710205078125,2492.342041015625,Measured,-30.00000190734864,13.057754463834158,128.3031503554048,-4.356085300445557,-9.745296563976922,148.46122162010033,-5.442981719970703,-14.08231499564954,"You had a solid carry distance of around 128 yards with your 7 iron, but your shot was slightly offline to the left, causing a total deviation of about 14 yards. To improve your accuracy, work on your club path and face alignment. Focus on making sure the clubface is square to your target at impact. Also, your attack angle is a bit too flat (-0.74 degrees), so aim to hit slightly down on the ball to increase consistency and spin control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:56:08,Lauren,,7 Iron,71.05190363288875,-6.096876621246338,2.511287212371826,8.59125804901123,6.079970836639404,99.89183977096218,1.4058995560074463,17.026275634765625,7.371284008026123,2511.57080078125,-181.6498413085937,2518.131103515625,Measured,4.136725902557373,16.42150051640067,137.73599030676542,8.923744201660156,21.365553909239225,156.07296085976668,9.016633987426758,24.4599578958148,"Your 7 iron swing shows good club speed, but the attack angle is quite steep, which can lead to inconsistent contact. Your club path suggests you're swinging slightly to the right, while the face is open, resulting in a noticeable slice and considerable carry deviation. Focus on adjusting your attack angle and aligning your swing path with your target to improve accuracy and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:57:22,Lauren,,7 Iron,,,,,0.0,92.9677852383138,-41.56031799316406,16.73678207397461,3.1845617294311523,4937.5673828125,-1703.606689453125,5223.203125,Measured,19.035947799682617,15.285835469782,115.51028142843096,10.47021770477295,20.99105944914436,126.73943323485672,11.057220458984377,24.307236511856672,Your shot data indicates great ball speed but issues with spin and direction. Focus on reducing the backspin to get more distance and straighter shots. Work on hitting the ball more solidly to improve your consistency.,swing path drill,1.1954004,68.0,101.325,83 +6/8/24 18:57:29,Jason,,7 Iron,68.83722624534175,,,,0.0,71.8857969474575,1.0442866580830896,15.60227870941162,26.269081115722656,2342.650146484375,-797.43212890625,2474.653076171875,Estimated,18.79844284057617,5.867486278014326,69.11174946236679,30.115102767944336,34.67604353212619,92.02364493041388,30.862960815429688,47.20688147881128,"Your 7-iron shot has a good carry distance of about 69 yards, but there's room for improvement in accuracy. The ball is deviating significantly from your target line, which suggests that your club face may not be aligned properly at impact. Work on aligning your body and club face towards your target. Also, checking your grip and stance could help stabilize your shots.",alignment drill,1.1954004,68.0,101.325,83 +6/8/24 18:57:44,Herald,,7 Iron,,,,,0.0,98.72983504108196,-44.13618469238281,15.25838565826416,3.395663022994995,4320.40234375,-1266.5831298828125,4502.23388671875,Measured,16.33919906616211,15.62257927965186,127.15735616979327,9.674854278564451,21.369667307528744,139.56911415625927,10.178905487060549,24.665052101402352,"It looks like your ball speed is solid, which is great! However, there's room for improvement in your launch angle and spin rate. The backspin is a bit high, which suggests that the ball might not be traveling as far as it could. Work on ensuring you're making solid contact with the ball and try to lower your follow-through to reduce that backspin. This could help improve your distance and accuracy.",low backspin drill,1.1954004,68.0,101.325,83 +6/8/24 18:58:13,Herald,,7 Iron,67.82121663144198,-3.1554205417633057,7.167880058288574,3.141974687576294,-4.025905609130859,90.47936594164912,1.3340864472151448,13.815985679626465,3.4777846336364746,1852.840576171875,867.4521484375,2045.8472900390625,Measured,-25.08778381347656,8.157095128458081,101.25027263283846,-1.168853759765625,-2.065519510760808,131.23201509164846,-2.276838779449463,-5.2136812273719215,"Your 7-iron swing is producing good distance, but there are a few things to work on. The club path is slightly out to the right, which contributes to some sidespin and a small deviation in your shots. To improve consistency, focus on bringing the club back straighter and down through impact. Additionally, your attack angle is a bit too steep, which may be causing you to hit the ball downward too much. Try to level out your swing a bit for better contact and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:01:25,Brian,,7 Iron,64.89053256953139,-1.1129111051559448,4.438673973083496,1.6235721111297607,-2.815101861953736,81.04871632198956,1.249006798258966,10.345887184143066,1.8890368938446045,2346.40576171875,1354.6978759765625,2709.39599609375,Estimated,-30.0,3.9369409078498734,69.24497600838686,-2.7093498706817627,-3.2731988819151354,100.40969593775208,-4.184321880340576,-7.326517203503954,"Your swing speed is good, but you're hitting down on the ball slightly too much, which can reduce distance. Focus on making a more level swing path to improve your launch angle and carry distance. Additionally, your spin rate is a bit high, which could cause the ball to balloon and lose distance. Try to reduce backspin for better overall distance and control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:02:05,Jason,,7 Iron,64.84383870813417,-3.371060848236084,3.848269701004028,4.46377420425415,0.6155045032501221,93.8836146744352,1.447841715494524,15.80303192138672,4.148168087005615,2487.714599609375,166.49374389648438,2493.27978515625,Measured,-3.8288893699646,12.592334502654468,120.81372005189678,3.2884883880615234,6.930245928935165,140.1854814419421,3.128814458847046,7.651542938708019,"Your swing shows good potential but needs some adjustments. The club speed is decent for a 7-iron, but the attack angle is slightly negative, meaning you're hitting down on the ball more than you should. Additionally, there's a bit of a rightward bias in your club path and face angle, leading to some sidespin. Focusing on a more neutral swing path and ensuring an upward angle of attack can help you achieve better distance and accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:02:36,Lauren,,7 Iron,65.57546546899039,-3.085345268249512,4.1237473487854,4.151232719421387,0.0274853706359863,98.11436694036274,1.4962054213211722,12.314085960388184,3.9259088039398193,4708.45947265625,429.2972106933594,4727.98974609375,Estimated,-5.209580421447754,12.525089201408264,122.36342825616066,2.207796096801758,4.713849101749361,136.44788755882928,1.995373249053955,4.750994840461203,"Your club speed is solid for a 7-iron, but your attack angle is a bit too negative, meaning you're hitting down on the ball more than ideal. Aim for a slightly shallower angle to help launch the ball higher. Also, the backspin is quite high, which could lead to less distance. Focus on a more neutral club path and make sure your face angle is square at impact. With a little adjustment, you can improve carry and control.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:03:28,Lauren,,7 Iron,69.95350990260386,-2.398834705352783,5.8877129554748535,4.790714263916016,-1.096998691558838,99.23481481625822,1.4185823549729335,15.904647827148438,4.671913146972656,1899.739990234375,1096.8154296875,2193.630859375,Measured,-30.00000190734864,12.76774006835626,126.8226189974257,-2.29012393951416,-5.067860006467413,148.01722491304463,-3.341757297515869,-8.628254448356643,"Overall, your 7 iron shot had decent carry and total distance, but there are a couple of areas to focus on. Your club speed is good, but your attack angle is negative, meaning you're hitting down on the ball a bit too much, which can lead to lower flight and less distance. Your club path is to the right, and the face angle is also slightly open, contributing to a fade. Work on getting a more neutral club path and a positive attack angle to improve your ball flight and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:04:02,Lauren,,7 Iron,71.66006728452976,1.646865725517273,3.345423698425293,8.612709045410156,5.267285346984863,103.89164856743535,1.4497844127738333,18.200794219970703,7.49327802658081,2356.549072265625,-1360.5543212890625,2721.108642578125,Measured,30.00000190734864,18.05110605909385,141.916412791943,17.004093170166016,41.502036090620095,158.3561221878408,17.954252243041992,48.814460941769084,"Your shot with the 7-iron shows decent club speed and ball speed, leading to a good carry distance. However, your club path to the right (3.35 degrees) and an open club face (8.61 degrees) suggest that you’re pushing the ball to the right, resulting in significant deviation. Focus on aligning your club face square to your target at impact and work on your swing path to correct this. This will help improve accuracy and consistency.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:04:10,Brian,,7 Iron,,,,,0.0,96.76192600711964,-43.25645065307617,18.467754364013672,1.623379111289978,4765.56591796875,-1576.1015625,5019.43359375,Measured,18.30044937133789,19.08122447617416,125.1671972914819,9.038898468017578,19.66440923650725,135.41401451856382,9.543365478515623,22.45086528714137,"It looks like your ball speed is good, but you’re struggling with spin and accuracy. High backspin can cause your ball to climb too high and not travel as far. Focusing on a smoother swing and improving your clubface control will help reduce sidespin and improve your accuracy. Try to keep the clubface square to your target at impact.",clubface control drill,1.1954004,68.0,101.325,83 +6/8/24 19:04:19,Herald,,7 Iron,,,,,0.0,82.13667817260375,-36.718379974365234,,-6.7787909507751465,2397.807373046875,0.0,2397.807373046875,Estimated,-0.0,,,,,,,,"It looks like we lost some important data here, but I can advise on a few common areas. Focus on improving your setup and alignment. Ensure you're standing correctly to the target and that your grip is consistent. Also, work on your ball striking—hitting the center of the clubface will greatly improve your distance and accuracy.",alignment check,1.1954004,68.0,101.325,83 +6/8/24 19:05:09,Brian,,7 Iron,72.9491233489025,-3.640356540679932,2.397139310836792,6.831759929656982,4.4346208572387695,104.47870952915764,1.4322133664232648,16.86380386352539,5.911709785461426,2294.58349609375,-226.40040588378903,2305.7255859375,Measured,5.634983062744141,17.60206772746119,148.66350403010256,7.830402374267578,20.25411869757545,166.57597688578971,7.96989107131958,23.09624329463486,"Your shot data shows you've got decent distance with your 7-iron, but your ball is curving to the left too much. This could be due to your club face being closed at impact, causing a push draw. To improve, focus on keeping your club face square to the target line. Working on your attack angle will also help to optimize your launch conditions for better ball flight.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:05:37,Brian,,7 Iron,75.25773031966037,-2.4157755374908447,6.754022598266602,10.789557456970217,4.035534858703613,102.4180015656093,1.3608967627722035,19.227903366088867,9.707897186279297,2332.704345703125,967.9227905273438,2525.54638671875,Measured,-22.53531646728516,19.839727194334728,144.45450469068237,3.223915100097656,8.123966315078917,160.80376938585323,2.482542991638184,6.965405889162412,"Your swing has some great power, but your club path is a bit to the right and the face angle is open, which can lead to slices. Focus on keeping your clubface square to the path at impact. Try to slightly steepen your attack angle to improve consistency and control. Love the launch angle; it’s in a good range for height and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:06:44,Lauren,,7 Iron,72.57384874427407,-4.430347442626953,7.100834369659424,7.784729957580566,0.6838955879211426,103.67126070955784,1.4284933554352424,15.49539852142334,7.283060073852539,1961.86328125,192.6810913085937,1971.302490234375,Measured,-5.609219551086426,14.534567701909054,142.7360386896562,6.099082946777344,15.165466422269333,164.91454778274965,5.873262405395508,16.875431330633774,"Your 7-iron shot shows good power with a ball speed of about 103 mph, but the club face is slightly open at impact, causing a fade. Focus on aligning your club face with your target at address. Also, your attack angle is a bit negative, which suggests you might be hitting down on the ball too much. Try to level out your swing slightly. Overall, you're getting decent distance, but improving your accuracy will help lower your scores.",club face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:07:29,Brian,,7 Iron,76.3539950078366,-1.504367113113403,2.647475242614746,9.242039680480955,6.594564437866211,88.23766806577714,1.1556391784964344,12.642257690429688,7.922891616821289,2492.191162109375,612.5687866210938,2566.37060546875,Estimated,-13.809277534484863,7.491673169385706,97.32033357575348,5.122696399688721,8.689579960380911,123.5559549850168,4.453774452209473,9.59464543752506,"Your shot data shows decent ball speed and distance, but we need to adjust your club face angle for straighter shots. The club face is pointing too much to the right at impact, which is causing your shots to have significant side spin and deviation. Focus on keeping your club face square to your target. Practicing your alignment and ensuring your follow-through finishes towards your intended target will help. Additionally, your attack angle is slightly descending; aim to strike the ball with a more level approach to generate better launch conditions.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:08:03,Herald,,7 Iron,71.62147999629178,-1.91316556930542,2.7366740703582764,10.143720626831056,7.407046318054199,101.11414887191222,1.4117852476260953,17.71242904663086,8.674715042114258,2546.388916015625,126.43993377685548,2549.526123046875,Measured,-2.8426647186279297,18.02649450411513,142.28908834569484,8.214010238647461,20.32900048519992,158.8419036791438,8.070443153381348,22.299921091490887,"Your shot data shows good distance with your 7-iron, but your club face is open at impact, causing a right spin and affecting accuracy. Focus on squarely hitting the ball by adjusting your grip and alignment. Also, your attack angle is slightly downward, which is good for iron play, but try to maintain a more consistent swing path to reduce the deviation in your carry distance.",square face drill,1.1954004,68.0,101.325,83 +6/8/24 19:10:04,Brian,,7 Iron,72.63993011537423,-3.7023115158081055,5.915583610534668,9.901785850524902,3.9862022399902335,100.66541164799128,1.385813718269058,17.100351333618164,8.873751640319824,2741.568603515625,-483.8792114257813,2783.94287109375,Estimated,10.009458541870115,7.74048057540648,97.64555903605196,14.666129112243652,24.72249783613529,116.68309221376148,15.091697692871094,30.380143439085487,"Your 7-iron swing is generating good speed and distance, but your shots have a noticeable rightward deviation. Focus on aligning your club face with your swing path. Practice keeping your face square at impact to reduce the slice and straighten out your shots.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:10:36,Jason,,7 Iron,72.63993011537423,-3.7023115158081055,5.915583610534668,9.901785850524902,3.9862022399902335,100.66541164799128,1.385813718269058,17.100351333618164,8.873751640319824,2741.568603515625,-483.8792114257813,2783.94287109375,Measured,10.009458541870115,,,,,,,,"Your club speed is good, but the angles indicate that your swing could use some adjustment. The attack angle is a bit negative, meaning you're hitting down on the ball too much. This can lead to less distance. Additionally, your club face is open relative to the path, causing the ball to fade. Focus on keeping your club face more square to the path. Improving your follow-through will also help with your launch angle and direction.",face angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:13:50,Lauren,,7 Iron,74.63470177281579,0.0976001247763633,4.276678085327148,9.400921821594238,5.12424373626709,106.13616241082582,1.4220752530625616,17.654430389404297,8.257258415222168,3127.087158203125,33.79558563232422,3127.269775390625,Measured,-0.6191926002502441,21.411652338345903,151.99302043463103,8.551960945129395,22.602376848073163,166.27992901944344,8.4735689163208,24.50195127023904,"Your 7 iron shot had good speed and distance, but you're slicing the ball a bit, which is causing it to curve to the right. Work on aligning your stance and ensuring your clubface is square at impact. Focus on keeping your swing path more inward and less outward to reduce the sidespin. This will help keep your shots straighter.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:14:45,Brian,,7 Iron,75.43619439445229,0.0409692227840423,5.987112998962402,11.826007843017578,5.838894844055176,102.93478280465844,1.3645277791509116,20.52075958251953,10.463300704956056,3132.25146484375,-387.477294921875,3156.126953125,Measured,7.051987171173096,23.76566132002221,147.2742600771653,13.873022079467772,35.31208504329925,160.46780570324518,13.985947608947754,38.782458222520745,"Your shot data shows you're generating solid ball speed and a good launch angle, but your clubface is a bit open at impact, causing a rightward push in the ball flight. Focus on aligning your clubface properly at address and through impact to improve accuracy. Additionally, try to keep your attack angle slightly downward for better control and distance.",clubface alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:15:24,Lauren,,7 Iron,75.4763773976174,-0.2887263596057892,7.3446879386901855,8.269176483154297,0.9244885444641112,94.1527273036172,1.2474462944559574,18.7885799407959,7.711507797241211,2345.793212890625,440.6316833496094,2386.818359375,Measured,-10.638423919677734,16.04450818893679,127.52389917234268,5.112819194793701,11.364559162745875,144.3638764305997,4.7364821434021,11.920527076790108,"Your shot data shows that you have a decent club speed and good ball speed, but the club face is slightly open relative to your swing path, resulting in a pull. Focus on squaring the club face at impact for straighter shots. Additionally, your attack angle is close to neutral, which is good. For more consistency, try practicing your swing path to ensure you're hitting the ball where you aim.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:16:01,Brian,,7 Iron,73.52817160304949,-0.2853768467903137,6.597090244293213,3.636754989624024,-2.960335254669189,103.51715902041816,1.4078571078751658,15.647796630859377,3.8127872943878174,2224.2900390625,18.19627571105957,2224.364501953125,Measured,-0.468709796667099,15.367826010637032,143.51142678264114,3.823925495147705,9.570832782924072,163.8981796301341,3.7866177558898926,10.824009191631148,"Your shot shows good distance with a solid ball speed, but to improve accuracy, focus on your club path and face angle. Your club path is positive, which is good, but the face is slightly open, causing some rightward deviation. Aim to align your clubface more square to your target at impact. Practicing these adjustments can help you hit straighter shots consistently.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:16:30,Lauren,,7 Iron,72.43269197248446,-0.7228752970695496,6.5606303215026855,6.931061744689941,0.3704314231872558,107.00852354834387,1.4773511881761068,18.069971084594727,6.5142436027526855,2983.0009765625,-0.0002607821952551,2983.0009765625,Measured,5.008955668017734e-06,22.21310377394116,154.97332350851138,6.93016242980957,18.69902678084441,169.61004616368157,6.882277965545654,20.32441358720871,"Your shot data shows you're generating solid ball speed, but your club path and face angle are misaligned. This may lead to shots that drift right. Work on keeping your club path more consistent and square at impact for straighter shots. Additionally, aim to decrease your attack angle slightly to improve your launch conditions.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:17:20,Lauren,,7 Iron,72.83695397608335,0.5452980995178223,7.270362854003906,6.049229145050049,-1.2211337089538574,104.40685115802717,1.4334324193775327,15.042165756225586,5.878693103790283,2703.206787109375,88.49597930908203,2704.655029296875,Measured,-1.875045657157898,15.922227412452344,144.13998407826512,5.5421342849731445,13.920766075402751,162.45598714667904,5.442224979400635,15.407656304926263,"Your club speed is good, but the ball tends to drift right due to your club path and face angle. Focus on straightening your swing path and aiming to improve face alignment at impact. Additionally, the backspin is a bit high which could affect distance. Try to create a more descending angle of attack to lower the spin and maximize carry distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:18:11,Jason,,7 Iron,73.49259654673278,-1.077721118927002,5.020895481109619,8.230384826660156,3.209489345550537,101.18375446902792,1.3767884007838362,15.9502534866333,7.388875007629394,2694.40234375,220.22927856445312,2703.3876953125,Measured,-4.672732353210449,15.88345988511469,138.68668592806898,6.270573139190674,15.147878098548633,155.7056085273307,6.074121475219727,16.47605623423192,"You're making solid contact with your 7 iron, but there's room for improvement in your accuracy and consistency. Your club path is moving to the right (5 degrees), and the club face is open to that path (8 degrees), which is causing your ball to carry a bit to the right. Working on aligning your club path and face can help straighten your shots. Your smash factor is good, which means you're hitting the ball well, but let's focus on your aim to reduce deviation.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:18:19,Herald,,7 Iron,,,,,0.0,60.86320835710876,-27.208288192749023,11.373372077941896,4.134937286376953,2876.42333984375,0.0,2876.42333984375,Estimated,-0.0,2.3912751812153488,41.24583311987544,4.170491695404053,2.999612005823195,64.47589535663292,4.157464027404785,4.674366631580199,"It looks like your shot data has some missing information, but we can still work with what we have. Your ball speed of about 60.9 mph is decent, yet the smash factor is negative, which indicates the club may not be making contact with the ball efficiently. The launch angle is low at around 11.4 degrees. To improve your contact and launch, focus on hitting the center of the clubface and increasing your launch angle. Try a drill where you practice swinging at half speed and concentrating on making solid contact with the ball. This will help you build better habits.",half swing pause,1.1954004,68.0,101.325,83 +6/8/24 19:19:52,Brian,,6 Iron,76.0803170979807,-1.0242093801498413,4.448093891143799,9.782678604125977,5.334584712982178,108.51132008060358,1.426273236228187,14.832063674926758,8.592290878295898,3317.4541015625,-541.0950317382812,3361.292236328125,Measured,9.263683319091797,18.27241189323422,151.15385380914086,12.49758529663086,32.70950331955123,166.28286596913497,12.743712425231934,36.68037819886331,"Your shot shows some solid fundamentals, but there are areas for improvement. The attack angle is a bit negative, which means you're hitting down on the ball too much with the 6-iron. That can lead to higher spin and less distance. The club face is significantly open at impact leading to a slice; the ball is aiming right and curving even further. Work on aligning your club face square to the target at impact and try to reduce your attack angle to get a better launch. These adjustments can help you gain distance and accuracy.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:20:35,Brian,,6 Iron,75.87500746617934,-1.6155999898910522,-0.1013707742094993,11.83316421508789,11.934535026550291,106.47702247908455,1.4033214102357197,15.969654083251951,9.707345962524414,2792.789794921875,-425.172607421875,2824.968505859375,Measured,8.656208038330078,18.10351016924983,150.21291186451165,13.11245822906494,34.077781873802905,166.5398156927131,13.329586029052734,38.396099153160776,"Your shot data indicates that your club speed is fairly good, but your club face is open at impact, which is contributing to that leftward sidespin and causing your shots to veer off target. Also, your attack angle is slightly downward, which may affect your launch and spin. Focus on closing the club face a bit more at impact and ensuring a more level swing path to improve your accuracy and distance.",club face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:21:17,Lauren,,6 Iron,72.74785847044586,2.169117212295532,1.1407819986343384,6.641146659851074,5.500364780426025,110.19152256652706,1.5147046921153404,16.39682960510254,5.597931385040283,5892.548828125,2020.930419921875,6229.4697265625,Measured,-18.93010902404785,24.198890602143592,144.8034844003323,-3.218445062637329,-8.12971506035575,152.67714615339537,-3.6783387660980233,-9.795050535934706,"You're making solid contact with a good ball speed, but your ball is curving a bit to the left. This indicates that your clubface might be closed at impact and your attack angle is slightly upward. Focus on keeping your clubface square to your target and try to ensure your clubpath aligns more with your target line to reduce that leftward deviation.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:22:20,Herald,,6 Iron,80.26358191166491,2.4314353466033936,5.808015823364258,10.274452209472656,4.466436386108398,109.3568441943471,1.3624715168418615,16.919876098632812,9.166407585144045,2434.85888671875,-47.48210906982422,2435.32177734375,Measured,1.117181658744812,20.23803639493235,160.34668990289902,9.995346069335938,27.83106926752953,178.7586277654973,9.970010757446287,30.948935477208806,"Your shot looks good overall, but your club path and face angle suggest that you're cutting across the ball a bit. This can cause your shots to go left and lose accuracy. Focus on making sure your club face is more aligned with your swing path to improve consistency and accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:23:05,Lauren,,6 Iron,73.4792420341073,2.7239186763763428,1.862634778022766,7.978171825408935,6.115537166595459,103.21321372635612,1.4046581166208414,16.02824592590332,6.78651762008667,1722.1290283203125,-340.560302734375,1755.4798583984375,Measured,11.186219215393066,14.29862196619922,141.11133814497407,9.55549144744873,23.42490006334424,164.35859655591958,9.888154029846191,28.224553777334226,"Your 6-iron shot shows decent club speed and ball speed, but the club face is open to your swing path, which is leading to a push to the right. Focus on getting your club face more aligned with your swing path at impact. You also have a bit too much backspin, which can lead to a higher flight. Try to focus on hitting through the ball to lower the spin. Overall, work on your club face alignment for better accuracy.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:24:43,Brian,,5 Iron,77.8403223967307,-2.094076871871948,9.596710205078123,9.488921165466309,-0.1077890396118164,121.4362525945262,1.560068726020931,11.65070629119873,8.995223045349121,1641.092529296875,947.4852294921876,1894.970458984375,Measured,-30.00000190734864,12.402890818043716,160.88528642700658,2.142014265060425,6.013408143679214,192.0856210431848,0.9433607459068298,3.1623040002396863,"Your shot shows good distance for a 5 iron, but your attack angle is a bit too negative, which might lead to consistent low ball flights. Additionally, your club path is significantly out to in, contributing to a slice. Focusing on a more neutral swing path and a slightly upward attack angle can help you get more height and control on your shots.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:25:21,Jason,,5 Iron,77.29789025355876,-1.445356369018555,9.19151782989502,11.06219482421875,1.8706769943237305,108.07249847564162,1.3981299893326131,13.45602035522461,10.236845016479492,2618.74658203125,-244.3017120361328,2630.1171875,Measured,5.329672813415527,14.709994126628544,148.5206781641391,12.286231994628906,31.60456777780132,167.26627687379187,12.41554069519043,35.96226896846974,"Your shot data indicates a solid club speed and decent carry distance. However, your club path is too far to the right and the club face is pointing even more right at impact, which is causing a slice. Focus on aligning your swing path more towards the target and adjusting your club face angle at impact for better accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:26:02,Herald,,5 Iron,78.78973864543605,,,,0.0,101.53996582687978,1.288746067350505,12.36367893218994,8.429241180419922,2622.609375,92.2157211303711,2624.230224609375,Measured,-2.013794183731079,11.07517470960238,129.4960358593653,8.121561050415039,18.294403555590407,150.0499278438474,8.005133628845215,20.896259385522622,"Your 5-iron shot showed good ball speed and carry distance, but there's significant deviation in your shot direction, meaning your shots aren't consistently straight. Working on your swing path could help improve your accuracy. Focus on keeping your club on a straighter line during your swing to reduce the side spin and improve your consistency.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:28:28,Brian,,5 Iron,77.82334979250572,0.1293935030698776,4.804200649261475,9.155896186828612,4.351695537567139,113.172864177448,1.4542276126534246,13.863605499267578,8.12199592590332,1863.34619140625,-289.8305358886719,1885.7520751953125,Measured,8.841114044189453,14.904615019431276,159.67936820879004,10.641611099243164,29.487208523682057,183.26706247573748,10.898418426513672,34.65002816525657,"Your swing speed with the 5-iron is solid, but the club face is open relative to your swing path, leading to a shot that fades. Focus on aligning your club face more with your swing path. Improving your attack angle will also help you get better launch and distance. Aim to work on your club face alignment during your setup and through your swing.",face angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:28:58,Jason,,5 Iron,76.19095048851705,2.9102139472961426,3.3577661514282227,9.543482780456545,6.18571662902832,107.3910514026411,1.4094987753017507,12.927050590515137,8.259381294250488,1880.161376953125,463.5755310058594,1936.4681396484373,Measured,-13.850675582885742,11.790509690642466,140.8942708632294,5.200929641723633,12.771876411565245,167.35783961786728,4.649073123931885,13.564811110235496,"Your 5-iron shot looks solid! You're getting good distance with a club speed of 76 mph and ball speed of 107 mph. However, your attack angle is slightly positive, which could lead to higher shots. Your club face is open to the path, which is likely causing some push to the right. Focus on getting the face more in line with your club path at impact for straighter shots.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:29:44,Brian,,5 Iron,77.19539756912127,1.52778160572052,3.5728938579559326,8.770674705505371,5.197780609130859,110.3912514627009,1.4300237441468688,14.00489330291748,7.651496887207031,5097.017578125,-28.811599731445312,5097.09912109375,Measured,0.3238689005374908,20.80036005166835,149.43193355478434,8.380213737487793,21.77841227467934,160.16590062473006,8.334843635559082,23.2173194628474,"Your shot shows a good swing speed and decent carry distance for a 5-iron. However, your attack angle is slightly positive, which means you might be hitting up on the ball more than needed. The face is open relative to your swing path, which contributes to some sidespin and can cause your shots to drift right. Focus on aligning your clubface more square to your target at impact. Additionally, reducing your backspin can help the ball carry further. Try to tighten your shot dispersion as well.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:30:25,Brian,,5 Iron,77.77306343921373,-2.1016201972961426,7.104269981384277,11.732277870178224,4.628007888793945,103.08357682168752,1.325440612253317,14.079257011413574,10.526095390319824,1989.36865234375,-251.6601409912109,2005.2232666015625,Measured,7.20976448059082,12.366548151513143,136.3616146616414,12.578539848327637,29.69648287641576,159.02047355782997,12.781001091003418,35.179321567472016,"Your club speed and ball speed are solid, which is great. However, your attack angle is slightly downward, and your face is open to the target line, causing the ball to go right and add sidespin. Focus on aiming and aligning your club face more squarely to the target. Try to keep your swing path more neutral. This will help you hit straighter shots and improve your distance control.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:31:26,Jason,4 Hybrid,4 Hybrid,75.41043255827572,-0.7274341583251953,4.324182033538818,2.9945943355560303,-1.329587697982788,103.7096346669232,1.375269059579766,2.5332393646240234,3.00089955329895,3252.288818359375,-394.0493469238281,3276.073486328125,Measured,6.908320426940918,1.4264001211579398,76.98773073819757,4.19423246383667,5.630703574219467,130.48385218855947,4.690141677856445,10.669310372795508,"Your club speed and ball speed are solid, but the low launch angle and high backspin indicate you're striking down too much on the ball. This can lead to shorter distances and excessive spin. Focus on a more upward angle of attack to help launch the ball higher and reduce the backspin. Try to ensure the clubface is more square to the path to improve accuracy and distance.",attack angle adjustment drill,1.1954004,68.0,101.325,83 +6/8/24 19:32:03,Lauren,4 Hybrid,4 Hybrid,75.82123101981142,-1.0424318313598633,4.413881778717041,3.9766690731048575,-0.4372127056121826,103.97191217494674,1.37127702592668,16.01155662536621,3.818822145462036,2375.7314453125,-372.1400146484375,2404.701171875,Measured,8.902599334716797,16.291429939757904,144.67065417564845,6.578586101531982,16.574342882661426,164.45625013316203,6.863614082336426,19.65357923451984,"Your swing speed is solid for a 4 Hybrid, and you're generating good ball speed. However, your attack angle is slightly negative, which means you're coming down on the ball too much. A cleaner hit can improve your launch angle and distance. Focus on a more upward strike on the ball and aim for a more neutral or positive attack angle. Also, keep an eye on your club path and face angle for better accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:32:42,Herald,4 Hybrid,4 Hybrid,73.18870245208018,-1.025844931602478,3.755729913711548,14.006342887878418,10.25061321258545,104.16570193962708,1.4232483764530308,19.29996109008789,11.97507095336914,2549.239501953125,-1297.2440185546875,2860.32568359375,Measured,26.97040367126465,20.131824362729503,144.9798015051074,21.55250740051269,53.25887098309522,156.21551973030364,22.15692710876465,58.91585326928271,"Your shot shows some promising distance with a carry of nearly 145 yards, but the ball is curving a bit off to the left. Your club face at impact is much open compared to your path, which is likely contributing to that leftward spin. Focus on aligning your clubface more towards your target at address and during your swing. Additionally, your attack angle is slightly downward; try to get a bit more upward to add height and reduce backspin for better distance.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:33:21,Brian,4 Hybrid,4 Hybrid,74.5677926779299,-5.718717575073242,6.92975664138794,14.550501823425291,7.6207451820373535,102.07862628022394,1.3689372128945494,19.82588768005371,12.819211959838867,3992.771240234375,-1171.503662109375,4161.0869140625,Measured,16.352014541625977,22.65699827181016,139.29091326545313,20.56753730773925,48.93448372958801,150.41966644790773,20.925825119018555,53.723726707846254,"Your shot shows good ball speed but with a high spin rate, which can lead to a loss of distance and control. Try to focus on a more neutral clubface at impact to reduce the spin and improve accuracy. Also, your attack angle indicates you're hitting down on the ball too much, which can lead to more spin. Work on sweeping the ball more with a higher attack angle. This should help you hit it straighter and further.",sweep drill,1.1954004,68.0,101.325,83 +6/8/24 19:34:29,Brian,5 Wood,5 Wood,78.09451893129972,-0.1246114075183868,5.114487648010254,13.178760528564451,8.0642728805542,106.65441136627852,1.3657093074624498,16.666234970092773,11.465292930603027,2474.982666015625,255.55499267578125,2488.141357421875,Measured,-5.895199775695801,18.771920704082504,153.0122754752956,10.12869358062744,26.908673075533216,171.27172557493395,9.86254596710205,29.336314389674044,"Your 5 Wood shot shows some solid potential! Your club speed is good, but your attack angle is a bit negative, which means the club is coming down too steeply at impact. This can lead to a higher ball flight and less distance. Also, your face angle is open (pointing right), which likely contributes to your shot's rightward direction. Focus on making a more level swing and ensuring your clubface is square at impact for better accuracy and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:34:56,Jason,5 Wood,5 Wood,78.49865293637504,-3.127405881881714,6.164474010467529,8.006576538085938,1.842102527618408,100.08117518702238,1.2749413071857485,15.515107154846191,7.348125457763672,2363.57080078125,-283.1954040527344,2380.47607421875,Measured,6.832423686981201,14.124660887472828,134.65382847767523,9.497197151184082,22.21782834144915,154.61738523055828,9.6958646774292,26.040445666589903,"Your 5 wood shot showed a solid club speed and ball speed, which is great! However, the negative attack angle indicates you're hitting down on the ball, causing it to launch lower than ideal. Try to focus on a more upward angle at impact for better launch. The face angle suggests you're closing the clubface a bit too much, causing the ball to curve left. Work on aiming the clubface at your target and keeping your swing path straighter.",upward attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:36:29,Herald,,Driver,88.05659282110446,-1.9965920448303225,3.439642906188965,6.220081806182861,2.7804388999938965,123.2861640562296,1.4000787460252686,13.028359413146973,5.539708614349365,1773.6309814453125,232.54689025878903,1788.81103515625,Measured,-7.469639778137207,16.63089480848612,181.443483712741,3.733185052871704,11.813712218975866,205.79763841309972,3.477220296859741,12.482068520362532,"Your driver swing shows good potential, but let's work on your attack angle and club face alignment. A downward attack angle can lead to less distance and inconsistent ball flight. Aim to have a neutral or slightly upward attack angle for better launch. Additionally, your club face is slightly open at impact, which contributes to your sidespin. Focus on keeping the face square to the path.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:39:15,Jason,,Driver,80.82682661476883,-0.2216047495603561,3.19545841217041,10.567164421081545,7.371706008911133,111.18636122462884,1.3756121065417737,19.254959106445312,9.079947471618652,4304.576171875,-437.08734130859375,4326.71044921875,Measured,5.797950744628906,28.24323719948393,157.1128746715567,12.66359519958496,34.44330695628878,167.3341771481937,12.723198890686035,36.85389185166014,"Your driver swing shows a good club speed and ball speed, but the attack angle and high amount of backspin suggest that you're hitting down on the ball a bit too much. This can cause the ball to balloon in the air and lose distance. Focus on hitting up on the ball for a better launch. Also, the face angle indicates that your club is open at impact, which may lead to shots that veer off to the right. Working on a more neutral club path can help improve your accuracy.",upward attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:39:59,Herald,,Driver,83.64899779501684,-1.4678122997283936,4.986281394958496,1.9659126996994016,-3.0203685760498047,121.96239479226551,1.458025774452627,8.931743621826172,2.2387638092041016,3119.093017578125,-46.47085189819336,3119.439208984375,Measured,0.8535773158073425,13.795154113792364,167.75077344960482,2.622340679168701,7.675080254275429,188.53197866532355,2.644638776779175,8.699216826556153,"You have a solid swing speed, but your attack angle is slightly negative, which can lead to less optimal launch conditions. Focus on making your swing path a bit more neutral and work on getting the face to slightly more square at impact. Also, your backspin is quite high; try to lower it for better distance. A good drill is to practice teeing the ball a bit higher and focusing on striking it on the way up to help increase your launch angle.",tee height and upward strike drill,1.1954004,68.0,101.325,83 +6/8/24 19:40:41,Brian,,Driver,82.95316368796739,-2.502622604370117,2.158742666244507,2.1125376224517822,-0.0462050437927246,119.6512363842712,1.4423950945903103,16.44225311279297,2.005403518676758,2515.8193359375,-1134.41357421875,2759.753662109375,Measured,24.27119445800781,23.260042902890973,176.62156299736125,10.8931245803833,33.37753422026185,194.38715499404492,11.679834365844728,39.35226400890406,"Your driver swing shows promise, but with a slightly negative attack angle, you're hitting down on the ball. This can lead to less distance and higher spin. Focus on hitting up on the ball by adjusting your stance and pushing the ball further forward in your setup. Your launch angle is good, but reducing backspin will help improve carry distance. Try to work on a more upward attack angle with a consistent follow-through to maximize distance.",upward attack drill,1.1954004,68.0,101.325,83 +6/8/24 19:41:14,Lauren,,Driver,88.60963177526264,1.261223554611206,2.175256490707397,0.8978737592697144,-1.277382731437683,125.81519301780465,1.419881682128023,9.529729843139648,1.0097172260284424,3085.26123046875,47.08735275268555,3085.62060546875,Measured,-0.8743820786476135,16.238101775118025,179.361953993317,0.7217214107513428,2.2596670342307164,197.7501125757426,0.6867107152938843,2.3697859604478992,"Your swing speed is good for consistent ball distance, but your launch angle could be higher to maximize carry. Focus on slightly increasing your attack angle and reducing backspin to help the ball rise better in the air. Also, consider adjusting your club path to improve your shot shape.",launch angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:42:28,Herald,,Driver,88.39012284058026,-1.245131492614746,2.6322381496429443,-0.80820631980896,-3.4404444694519043,125.99018406599043,1.4253875887606282,7.908179759979248,-0.3345149457454681,2748.999267578125,-729.0291748046875,2844.025390625,Measured,14.852828025817873,11.782423692432872,168.61236769092102,4.497232437133789,13.221220327807146,195.4911143337668,5.180091857910156,17.6502520583374,"Your swing speed and ball speed are good, but your launch angle is a bit low, which can affect distance. The face was slightly closed to the path, causing a leftward spin. Focus on keeping the club face square at impact and try to increase your launch angle for better carry. A slight adjustment in attack angle could also help you elevate the ball more effectively.",launch angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:43:30,Lauren,,Gap Wedge,64.07697822035743,-7.119330406188965,6.864029407501221,3.6138319969177246,-3.250197410583496,81.10346555713659,1.265719261576692,27.9687442779541,3.827358961105346,4445.51171875,2508.61083984375,5104.478515625,Estimated,-29.43612289428711,20.627175971351107,98.19815613283664,-6.226205348968506,-10.650019953230869,105.41492570063838,-6.906374931335449,-12.675907200001689,"Your gap wedge shot shows that you have a good club speed and solid ball speed, but your attack angle is quite steep, and the ball's backspin is higher than average. This combination suggests the ball is launching too high with a lot of spin, which can lead to difficulty controlling its distance. To improve, try focusing on a shallower attack angle and working on your club path to make better contact. This can help reduce excessive backspin and improve your distance and accuracy.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:43:55,Brian,,Gap Wedge,64.9246953754714,-3.875723123550415,9.904948234558104,4.421084880828857,-5.483863353729248,77.83796722389707,1.1988961484339025,26.43396377563477,4.870955944061279,4474.76025390625,1359.0743408203125,4676.59716796875,Estimated,-16.894588470458984,18.1327670274693,94.39539033483652,-0.3262591660022735,-0.5385634756013999,102.60158654799852,-0.7659170627593994,-1.371906850010916,"Your gap wedge shot is pretty solid but could use some adjustments. Your club speed is good, but the attack angle is a bit steep (negative angle means you're hitting down on the ball). This can lead to less distance and more spin. Try to level out your swing a bit more. The club path is to the right, which means your ball is likely starting right and curving back left slightly. Work on making your path more neutral and keeping the face more square at impact. This will help with distance and accuracy.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:44:25,Brian,,Gap Wedge,58.853665670047576,-7.572020530700684,9.757854461669922,4.295412063598633,-5.462442398071289,85.03719298250962,1.4448920388282227,22.515226364135746,4.749320030212402,7443.6806640625,2927.545166015625,7998.681640625,Estimated,-21.469350814819336,18.83206976750876,100.1235352457934,-3.762130498886109,-6.569551794947529,105.5782935272282,-4.199599266052246,-7.731641566658084,"Your gap wedge shot shows good power with a ball speed of 85 mph, but your attack angle and club path indicate that you're coming down too steeply and maybe pushing the ball to the right. Focus on swinging more from the inside out, and try to keep your club path more neutral. This will help create a more efficient strike and potentially straighter shots.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:44:50,Brian,,Gap Wedge,64.86889228581367,-4.146259307861328,11.196895599365234,8.740450859069824,-2.45644474029541,84.22736339037147,1.2984245671910657,27.37667655944824,8.580638885498047,6225.228515625,1087.379150390625,6319.48291015625,Estimated,-9.908063888549805,23.49323837711768,102.41564092065528,5.480082988739014,9.780731863237747,107.81705017843252,5.246429443359375,9.858812381225787,"Your gap wedge shot shows good distance with a nice launch angle, but your club path and face angle indicate a tendency to push the ball to the right. Focus on aligning your clubface with your target at impact for straighter shots. A little improvement in your attack angle could also help. Try to swing more level instead of downward to get better contact and control the spin.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:45:10,Jason,,Gap Wedge,64.03662028587678,-2.724722623825073,8.8446683883667,11.452577590942385,2.607909202575684,71.51529668775811,1.116787493913553,29.711509704589844,10.514113426208496,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,15.137213925751894,88.85664530455324,15.136923789978027,23.202834960959763,105.00009824392782,15.767194747924805,28.5315901742024,"Your gap wedge shot showed a solid club speed and decent ball speed, but the shot went off target due to a combination of your club path being too far right and the club face being aimed even more right at impact. This resulted in a high launch angle and a significant deviation from your intended line. Focus on aligning your body and clubface more toward your target, and practice swinging on a straighter path.",alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:45:36,Lauren,,Gap Wedge,62.805244622840746,-5.455626487731934,11.3257417678833,5.732773780822754,-5.592967987060547,76.31878688062079,1.2151658247481054,28.05463981628418,6.126186847686768,3560.227294921875,1856.5377197265625,4015.21484375,Estimated,-27.540515899658203,18.018180099661777,92.05120386459294,-1.7560231685638428,-2.8207250700680504,101.13368741113572,-2.4968512058258057,-4.405927761055466,"Your gap wedge shot shows a few areas for improvement. The club path is quite open, which means you're coming in a bit too much from the outside, causing the ball to spin off to the right. Additionally, the attack angle is negative, indicating you might be hitting down too steeply. Focus on a smoother swing and try to bring the club path closer to a neutral line. A higher launch angle is great, but controlling the spin can help with distance. Consider practicing with a more neutral swing path for better results.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:45:56,Brian,,Gap Wedge,62.17321351317196,-3.2468056678771973,14.094348907470703,15.49631690979004,1.401968002319336,67.86098150609678,1.0914826123909425,30.2808837890625,14.492610931396484,2441.382568359375,498.7486572265625,2491.806396484375,Estimated,-11.546051025390623,15.50567595792927,80.39672834375233,12.661539077758787,17.62225091298319,91.73649134921288,12.244274139404297,19.45545819854783,"Your shot shows some interesting numbers. The club speed is decent, but with an attack angle of -3, you're hitting too much down on the ball, which can lead to lower launch and less distance. The club path and face are aimed a little to the right, which is causing some sidespin. Try focusing on improving your swing path and getting a more upward attack angle. This will help you launch the ball higher and straighter.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:46:17,Lauren,,Gap Wedge,62.66355025725216,-3.833822011947632,7.451906681060791,8.920304298400879,1.468397617340088,75.29540455176357,1.2015821676661147,28.377092361450195,8.259775161743164,5134.81103515625,623.1156616210938,5172.48095703125,Estimated,-6.9190826416015625,18.91921874343984,89.69335056595537,6.647502422332764,10.382957777874026,96.48126707354822,6.436265468597412,10.81534018387697,"Your gap wedge shot shows decent speed and good carry distance. However, the clubface is slightly open compared to your swing path, leading to some sidespin and a rightward deviation. Focus on aligning your clubface more towards your target during your setup and follow-through for better accuracy. Additionally, try to reduce your attack angle to achieve a cleaner strike.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:46:35,Lauren,,Gap Wedge,59.89897841260927,-7.216918468475342,19.999998092651367,10.732053756713867,-9.2679443359375,70.08658143432149,1.1700797457935883,29.20101356506348,11.318092346191406,2055.192626953125,999.6022338867188,2285.39306640625,Estimated,-25.93730926513672,15.305766261189888,83.74629443608956,6.2349534034729,9.09532122898338,96.24221438715269,5.468914031982422,9.172424501992396,"You're hitting the ball well, but the club path is too far to the right (19.9 degrees), causing the ball to curve more than desired. Focus on creating a more neutral club path and adjusting your attack angle to be less steep to improve consistency.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:46:56,Lauren,,Gap Wedge,57.9049491466044,-7.368537425994873,19.999998092651367,11.489483833312988,-8.510514259338379,69.73025061118096,1.2042191840051035,28.627338409423828,11.940262794494627,3190.73388671875,1673.762451171875,3603.0908203125,Estimated,-27.680147171020508,15.177628272536596,80.51599186332714,5.38947057723999,7.562516651184353,90.18474730482194,4.581890106201172,7.204350108665949,"Your shot with the gap wedge shows a good club speed and ball speed, but the attack angle is too steep at -7.4 degrees. This can lead to inconsistent contact and excessive backspin. Focus on making a shallower swing path and keeping the clubface more square to your target. Your carry distance is decent, but with some adjustments, you can improve accuracy and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:47:46,Brian,56,Sand Wedge,62.17939157524279,-3.5903642177581787,5.990774631500244,5.448307514190674,-0.5424671173095703,71.34233228286212,1.1473629843503907,31.09897232055664,5.224971294403076,6347.4482421875,2089.93310546875,6682.658203125,Estimated,-18.22442054748535,18.88317853266585,79.69266974767834,-0.5712977051734924,-0.7947373740901398,84.0319378244094,-0.8838168382644653,-1.2963637011566504,"Your sand wedge shot shows solid distance and decent direction, but there's room for improvement. The club path is slightly out to the right, which is causing your shots to finish right of the target. Focus on getting your club head to move more from the inside towards the target. Additionally, your attack angle shows you're hitting down on the ball a bit steeply. Try to improve your follow-through to get the ball in the air more easily and control that trajectory. Overall, great contact but let's work on the direction.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:48:10,Herald,56,Sand Wedge,63.1611615840884,-3.325790405273437,5.856069564819336,6.950545787811279,1.0944762229919434,73.66611134528011,1.1663197683153144,31.52379035949707,6.442088603973389,5689.76708984375,991.3569946289062,5775.48583984375,Estimated,-9.883716583251951,20.67329317357371,85.04530227847681,3.664098024368286,5.43497871790521,90.20309489678677,3.448214292526245,5.425408600586593,"Your sand wedge shot shows good ball speed and launch angle, but the club face is open relative to your swing path, which is causing the ball to curve more to the right. Focus on squaring the clubface at impact and aligning your body better with the target for improved accuracy and distance control.",face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:48:33,Brian,56,Sand Wedge,62.33171408490489,-4.307737350463867,12.252887725830078,13.65871238708496,1.4058246612548828,68.66001655608079,1.1015262064276916,35.400962829589844,12.7527437210083,3347.4453125,1773.2049560546875,3788.092529296875,Estimated,-27.91101455688477,19.81198470079994,78.21713621033905,5.884697914123535,8.019354169533301,85.4052538314345,5.188935279846191,7.724115633073609,"Your club speed and carry distance are solid. However, your data shows a steep attack angle and an open face, which suggests the ball may not be controlled well. Focus on tightening your club path and aligning the clubface better at impact to improve accuracy and distance. Try to keep your attack angle more neutral, which can help you strike the ball cleaner.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:48:56,Lauren,56,Sand Wedge,60.14078042347956,-5.971702575683594,-7.71010684967041,-8.38134765625,-0.6712408065795898,70.67966259326886,1.175236870815112,30.980995178222656,-7.849371433258057,6289.328125,11.454726219177246,6289.33837890625,Estimated,-0.1043524518609047,18.63262835571664,79.64032195687014,-8.69000244140625,-12.032723561169746,84.47801208962755,-8.631832122802734,-12.678844149693193,"Your shot data indicates that your club path and face angle are quite a bit open at impact, which is causing the ball to start left and curve more to that direction. Additionally, your attack angle is a bit steep, which can lead to less control on your short game shots. Focus on improving your alignment and square up the club face at impact. A slightly shallower attack angle can help with more consistent contact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:49:03,Jason,56,Sand Wedge,,,,,0.0,110.52271447963903,-49.40807342529297,,1.7717710733413696,1595.401123046875,70.57503509521484,1596.9613037109375,Measured,-2.5329160690307617,,,,,,,,"It looks like there’s some data missing, which makes it hard to diagnose exactly what’s going wrong. However, with a sand wedge, focus on your impact points. Ensure you hit the ball first and then take a small divot. Work on your balance and follow-through to enhance consistency.",impact drill,1.1954004,68.0,101.325,83 +6/8/24 19:49:20,Lauren,56,Sand Wedge,59.829803743856246,-7.761638641357422,0.2661548554897308,-7.208763122558594,-7.474917888641357,68.47476429292237,1.144492543984884,29.34703254699707,-5.888138294219971,5950.19775390625,503.5811767578125,5971.46923828125,Estimated,-4.837567329406738,16.13797536132779,76.48798204864579,-7.922881126403809,-10.54313834656,82.62773378398106,-7.975357532501221,-11.464340359793256,"Your club speed and smash factor are decent, but we need to focus on improving the angle of attack and ensuring the clubface is more aligned with your swing path. This will help you hit the ball straighter and improve your distance. Work on keeping your face square to your intended target to reduce the side spin and make more consistent contact.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:50:04,Brian,56,Sand Wedge,59.067184273827024,-4.740612506866455,6.281359672546387,,31.08847045898437,66.8950619810862,1.13252498495561,13.586149215698242,31.48239517211914,3790.62060546875,-2035.8150634765625,4302.7138671875,Estimated,28.238754272460938,3.9994892797865305,54.38396050774236,37.28501892089844,32.94473671980677,75.60938353610436,38.77491760253906,47.35133434815498,"Your shot with the sand wedge shows that your club speed is good, but your attack angle is a bit steep, which can lead to inconsistent strikes. The ball is launching quite low and spinning a lot, affecting your distance and accuracy. Focus on keeping a more neutral attack angle and aim to strike the ball with a slightly upward motion to enhance your launch and reduce spin. Try to align your club path better with your target to help improve direction.",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:50:23,Herald,56,Sand Wedge,57.27479534861459,-7.083298206329346,-2.3413124084472656,-4.667009353637695,-2.3256969451904297,64.82692156993608,1.1318577600383195,28.59146499633789,-4.126549243927002,5690.6630859375,139.84051513671875,5692.380859375,Estimated,-1.4076846837997437,13.792856492993224,70.59107099731955,-4.829496383666992,-5.943146628474267,77.28246865823257,-4.828928470611572,-6.505772740966847,"Your swing has some room for improvement, especially with your club path and face angle. You're hitting the ball with a slightly open clubface, which is causing it to veer left and reducing distance. Focus on making a more neutral swing path and aim to square the clubface at impact to improve accuracy and carry distance.",clubface alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:50:48,Jason,56,Sand Wedge,56.72914190926622,-6.424034595489502,7.257169723510742,-4.0071306228637695,-11.264300346374512,61.72303417255216,1.08803045657333,32.8652229309082,-2.3834800720214844,4471.5498046875,116.58792877197266,4473.0693359375,Estimated,-1.4935500621795654,14.770072269394632,66.46451483943838,-2.946764707565308,-3.4168173905510173,73.15245824702106,-2.9584999084472656,-3.775534611136578,"Your swing with the sand wedge shows a good club speed and decent launch angle, but the attack angle is a bit steep, which means you're hitting down on the ball more than necessary. Additionally, the club face is closed relative to your swing path, causing the ball to curve left. Focus on flattening your attack angle and keeping the club face more square to improve your accuracy and distance.",swing path drill,1.1954004,68.0,101.325,83 +6/8/24 19:51:23,Jason,56,Sand Wedge,55.19451214419541,-4.29251766204834,4.782971382141113,7.123994827270508,2.3410234451293945,59.51470124515663,1.0782720769353795,33.64337921142578,6.450289726257324,3496.93701171875,-325.5411376953125,3512.05712890625,Estimated,5.318520545959473,13.903563643509417,63.6274548118754,8.06981086730957,8.931995120428951,71.62904909226745,8.137354850769043,10.13886555280328,"Your swing speed is solid for a sand wedge, but the club face is significantly open at impact, which is causing the ball to go right (slices) and reducing control. Work on aligning your face with your path at impact to get straighter shots. Focus on making a smoother, more consistent swing with a slightly more neutral path.",club face alignment drill,1.1954004,68.0,101.325,83 +6/8/24 19:51:37,Jason,56,Sand Wedge,50.77550818304053,-9.44358730316162,3.0982139110565186,-2.734247922897339,-5.832461833953857,55.42405616312544,1.0915509887823749,33.16047286987305,-1.85830307006836,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,10.836305582562543,57.881037401417416,1.480019450187683,1.494975054413359,70.52124334968266,2.0883476734161377,2.5697657956342823,"Great effort with your sand wedge! Your club speed is decent, but your attack angle is quite negative, which means you're hitting down on the ball too much. This can lead to higher spin and less distance. Focus on a slightly shallower angle of attack to help the ball lift better. Additionally, the club face is slightly closed at impact, which could be causing the ball to curve left. Try to square the face more at impact. Keep practicing!",attack angle drill,1.1954004,68.0,101.325,83 +6/8/24 19:52:00,Brian,56,Sand Wedge,42.91190608785382,-3.523069143295288,0.5943569540977478,-3.207233667373657,-3.80159068107605,60.29647782754637,1.4051223384041949,29.61201286315918,-2.560124397277832,5709.1787109375,3296.195556640625,6592.3916015625,Estimated,-30.0,11.787801147194727,60.65114415398193,-10.452857971191406,-11.003723187437911,66.81719493882747,-11.129584312438965,-12.89763855810304,"Your shot shows that while you're generating decent ball speed, your club face is slightly open at impact, causing some unwanted sidespin. This results in your ball starting to the left and curving. Focus on keeping the club face square to your target at impact. Additionally, your backspin is quite high, which may be affecting your distance. Working on a more level swing path can help. Try practicing maintaining a balanced finish.",club face drill,1.1954004,68.0,101.325,83 +6/8/24 19:52:35,Herald,56,Sand Wedge,54.87825339216624,-7.61212158203125,3.2573375701904297,6.414357662200928,3.157020092010498,62.0329100648728,1.1303732577197485,31.15261459350586,5.676479816436768,3143.275390625,1727.4749755859375,3586.690673828125,Estimated,-28.79222679138184,13.243338187220388,66.74163523312791,-0.5162413120269775,-0.6015077125832562,75.55349805589503,-1.2754888534545898,-1.68192204497484,"Your sand wedge shot had a decent carry distance of about 67 yards, but there's room for improvement. The attack angle was a bit steep, which can contribute to too much backspin. Try to keep the club moving a bit more level through impact for a better launch. Also, the club face was slightly open at impact, leading to a bit of rightward spin. Focus on aligning your face with your swing path at impact to help with direction.",club face alignment drill,1.1954004,68.0,101.325,83 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_9.csv b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_9.csv new file mode 100644 index 0000000000..da6aee6a5d --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/processed/Golf_Shot_Data_9.csv @@ -0,0 +1,79 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +5/30/24 22:03:23,Lauren,,Pitching Wedge,63.98236171173676,-3.9634993076324463,-2.6018123626708984,2.0087459087371826,4.61055850982666,87.74381562891631,1.3713750677762309,21.57220268249512,1.3244725465774536,4089.396484375,258.93475341796875,4097.5859375,Estimated,-3.6230506896972656,18.3832295965442,113.72400693268082,0.1532334089279174,0.3060937648216324,124.5397914136347,0.0442346595227718,0.0953591341842905,"Your club speed is good, but your attack angle is a bit too negative, which means you might be hitting down on the ball too much. This could lead to excessive backspin and a lower carry distance. Focus on a more level or slightly upward angle of attack for better flight and distance. Your club path is slightly out-to-in, which can cause your shots to slice. Try to keep your swing more on plane. Practice these adjustments to help improve your consistency and distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:04:06,Brian,,Pitching Wedge,62.87879684109976,-2.1303327083587646,3.7020106315612793,1.1037604808807373,-2.598250150680542,86.07402368957628,1.368887892481354,14.977065086364746,1.369875431060791,5174.859375,1495.0545654296875,5386.498046875,Estimated,-16.114391326904297,11.052759609186978,99.92372254348628,-3.8751492500305176,-6.753111150666427,112.84635124773922,-4.476715564727783,-8.808142616961163,"Your pitch shot showed decent club speed, but your attack angle is slightly negative, meaning you're hitting down on the ball. This can lead to higher spin and less distance. Try to level out your swing a bit and focus on hitting the ball on the upswing for better launch. Your ball had a good launch angle but might need more distance control. Work on keeping your swing path more consistent.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:04:38,Lauren,,Pitching Wedge,65.49527866059316,-2.4591660499572754,2.936609268188477,5.213776588439941,2.277167320251465,89.76795014766412,1.370601850751041,17.80867576599121,4.650163173675537,6984.65869140625,-213.25543212890625,6987.9130859375,Measured,1.7488101720809937,16.83765982139107,110.08702026371613,5.74750280380249,11.02465625464606,117.92089135462356,5.757962226867676,11.830599679702004,"Your shot data shows that you're creating good ball speed with your pitching wedge, but a couple of things can be improved. Your attack angle is a bit down (-2.5°), which may cause the ball to come out lower than desired. Try to focus on hitting up a bit more on the ball, which will help with your launch angle and carry distance. Additionally, the face of the club is slightly open relative to your swing path, leading to a bit of a rightward shot (about 5°). Working on alignment will help you get that ball starting straighter.",attack angle drill,1.2077947,63.0,101.325,88 +5/30/24 22:05:08,Jason,,Pitching Wedge,67.87207471147258,-2.4020793437957764,6.426488876342773,3.9974286556243896,-2.429060220718384,87.24884533828299,1.2854895877160375,20.32680320739746,4.087705612182617,3473.076171875,1565.867431640625,3809.75048828125,Estimated,-24.268659591674805,15.65981679804156,109.39799684759691,-3.289381265640259,-6.277132876204803,121.85274944133651,-4.068231105804443,-8.644733072335953,"Your swing speed is good for a pitching wedge, but there's room for improvement in accuracy. The slight upward angle of attack indicates that you're making contact with the ball before the club is at the bottom of its arc, which can affect distance and direction. Focus on making cleaner contact by lowering your attack angle. Additionally, your club path is well to the right, which can lead to pulls. Aim to bring your swing path more in line with your target during practice.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:05:46,Jason,,Pitching Wedge,65.00666989658112,-1.4982960224151611,2.086385726928711,0.1221166253089904,-1.9642691612243648,88.43988866654308,1.3604740683877792,15.817036628723145,0.36137256026268,4877.9814453125,1359.476806640625,5063.8798828125,Estimated,-15.57297420501709,12.637458815634773,106.4556071242796,-4.93244743347168,-9.153184144070224,118.76246928255932,-5.467767715454102,-11.316349801048432,"Your swing speed is solid, and your ball speed is good too! However, your attack angle is a bit low, which can make it harder to get good height on your shots. You also have some sidespin that could be causing the ball to veer left. Try to focus on coming into the ball more from below rather than with a steep angle, and work on keeping the club face more square as you swing through.",attack angle drill,1.2077947,63.0,101.325,88 +5/30/24 22:06:21,Jason,,Pitching Wedge,,,,,0.0,90.03599612248308,-40.24969100952149,18.44425201416016,3.7101662158966064,4803.62841796875,958.432373046875,4898.3095703125,Measured,-11.283629417419434,16.352600052100343,113.84602384259142,-0.1988101750612259,-0.3964717818763859,124.0865249591152,-0.5421248078346252,-1.1740129165940658,"Your ball speed is good, but the smash factor is negative, which suggests an issue with contact. You may need to work on making solid contact with the ball. The high backspin indicates you might be hitting down too steeply on the ball. Focus on a smoother swing with a slightly more level angle of attack to reduce spin and increase distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:06:51,Lauren,,Pitching Wedge,68.24984102069311,-0.9476556181907654,3.71254825592041,2.829519033432007,-0.8830292224884033,93.16899891736102,1.3651167171087255,13.944567680358888,2.788771152496338,5625.3583984375,562.6395263671875,5653.42578125,Estimated,-5.711638927459717,13.246591151029977,114.18776964490462,0.7715171575546265,1.5375941993684563,125.9584716123436,0.5619739294052124,1.2352384357022572,"Your pitching wedge performance shows good distance and ball speed, but your attack angle is a bit too flat, which can lead to inconsistent strikes. Focus on getting a slightly steeper angle of attack to help improve your contact and spin control. The club face is close to your path, which is a good sign, but trying to keep it square at impact will help tighten your dispersion.",attack angle drill,1.2077947,63.0,101.325,88 +5/30/24 22:09:16,Jason,,7 Iron,67.01183503413631,-3.898752927780152,3.51611852645874,9.39675998687744,5.880641460418701,82.35734762723314,1.22899705082363,14.381916999816896,8.158673286437988,5409.22705078125,-306.54205322265625,5417.90576171875,Estimated,3.243494987487793,9.56719392728712,92.99327219617771,9.513265609741213,15.369567738614592,106.28123407995372,9.58703899383545,17.700689163124707,"Your 7 iron swing shows that your club speed is decent, but the attack angle is a bit too negative, which means you might be hitting down too much on the ball. This can cause your shots to have high backspin, leading to less distance. The face angle is quite open to your swing path; this could result in some pulls or slices. Focus on striking the ball more consistently at a shallower angle and aim for a square clubface at impact. Try to work on your alignment and swing path to improve your accuracy.",shoulder turn check,1.2077947,63.0,101.325,88 +5/30/24 22:09:49,Brian,,7 Iron,68.5876419242386,-5.281422138214111,4.421710968017578,9.7911958694458,5.369484901428223,93.25377660613684,1.3596294316277018,17.350584030151367,8.595986366271973,3507.711669921875,-169.43673706054688,3511.801513671875,Measured,2.765469789505005,15.50478527787368,121.91763767358316,9.956035614013672,21.078650636250583,135.86199946980287,9.98741340637207,23.56281988834576,"Your 7-iron swing is generating decent distance, but there's room for improvement in accuracy. The high backspin and aggressive face angle are causing hooks, leading to significant deviations from your target. Focus on a smoother swing and a more neutral clubface to enhance both distance and direction.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:10:22,Herald,,7 Iron,65.82081730558093,-0.9324445724487304,0.9263463020324708,9.054011344909668,8.127664566040039,75.27367893569681,1.143615075246329,18.863672256469727,7.553081512451172,2151.73681640625,64.59789276123047,2152.706298828125,Estimated,-1.7195762395858765,9.248609978222817,84.89342359883358,7.426872730255127,10.97338478915094,102.34887537681608,7.332671642303467,13.06285970841509,"Your 7 iron shot shows good speed and ball flight, but the face angle is too open at impact, causing a rightward launch. Focus on aligning your club face with your swing path at impact for straighter shots. Try to work on your attack angle to hit down slightly more on the ball for better compression.",face alignment drill,1.2077947,63.0,101.325,88 +5/30/24 22:10:47,Jason,,7 Iron,63.93939260737534,-1.4044315814971924,-0.5365117788314819,11.903778076171877,12.440289497375488,78.24370547713443,1.2237167462255358,22.6135196685791,9.710902214050291,2351.438232421875,334.1553039550781,2375.0625,Estimated,-8.087964057922363,13.696166602368294,97.03276281419858,8.2216796875,13.876002623428576,112.20850751743728,7.912046909332275,15.445844994522872,"Your shot with the 7 Iron shows good ball speed but a few areas to work on. The face of the club is open at impact, which is causing your ball to slice (spin to the right). Try to keep your clubface square to your target during your swing. Your attack angle is slightly downward, which is good for iron shots, but focus on matching your swing path with your clubface to improve accuracy and distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:11:10,Lauren,,7 Iron,65.76111879418931,-5.60004186630249,4.21283769607544,11.279349327087402,7.066511631011963,71.49894700968116,1.0872525942487288,19.66025161743164,9.79225254058838,1420.2984619140625,-228.17752075195312,1438.510498046875,Estimated,9.12684440612793,8.11128246789383,76.67602192136565,11.2383451461792,14.943451381527325,96.14801506324056,11.454267501831056,19.09362933399757,"Your club speed is decent for a 7-iron, but your attack angle is a bit steep, which can cause you to hit down too much. This leads to a higher risk of fat shots and inconsistent distance. Try focusing on a more neutral or slightly upward attack angle. Also, the club face is open at impact which is contributing to some sidespin. Work on aligning your clubface better with your swing path to improve accuracy.",face alignment drill,1.2077947,63.0,101.325,88 +5/30/24 22:11:41,Jason,,7 Iron,88.0308480513977,,,,0.0,95.685705887734,1.0869565385973214,15.73163890838623,2.753185749053955,4343.013671875,-6.535417556762695,4343.0185546875,Measured,0.0862192958593368,15.472131528622526,123.71057036778166,2.9386489391326904,6.342279760270856,136.1849554689761,2.923086881637573,6.944880615750208,"Your 7-iron shot showed good ball speed and a decent carry distance, but the high backspin suggests that the ball may be getting too much lift and might not be penetrating through the air effectively. Focus on smoothing out your swing to reduce excessive spin and improve accuracy.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:12:17,Herald,,7 Iron,71.00062315773039,-5.932560920715332,0.6518513560295105,11.430803298950195,10.77895164489746,74.69187444667568,1.0519889984732254,14.372336387634276,9.47108554840088,4139.48583984375,1035.6246337890625,4267.06689453125,Estimated,-14.046056747436523,6.705408663098979,75.6075395989401,6.420862197875977,8.45524975559158,93.2014785672054,5.75503396987915,9.345854718718442,"Your club speed is solid, but your attack angle is too steep, which can lead to a high ball flight and less distance. The club face is closed at impact, causing a draw spin that affects accuracy. Work on improving your swing path to get the club more neutral. This should help straighten out your shots and maximize your carry distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:12:49,Brian,,7 Iron,73.66268098484852,,,,0.0,82.95399994498803,1.126133326073899,18.6677360534668,6.038691997528076,4705.974609375,-215.4344787597656,4710.9033203125,Estimated,2.6211094856262207,13.52122097800668,100.41240761005248,7.231854915618896,12.64039680827716,111.79574093167504,7.271894931793213,14.150932820260095,"Your shot data shows good ball speed and carry distance for a 7 iron, but there's a lot of backspin, which can cause the ball to balloon in the air. Additionally, the deviation angles indicate inconsistency in your shot direction. Focus on improving your swing path and impact position to help reduce sidespin and improve accuracy.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:13:45,Brian,,Pitching Wedge,,,,,0.0,85.32980614061853,-38.14583587646485,,-6.959562301635742,2438.16357421875,0.0,2438.16357421875,Estimated,-0.0,,,,,,,,"The data seems incomplete, but the ball speed of about 85 mph indicates decent power. Focus on improving your impact position and consistency to ensure better results. Try to work on your swing mechanics to achieve a better attack angle and club path, which will help with distance and accuracy.",impact position drill,1.2077947,63.0,101.325,88 +5/30/24 22:14:08,Brian,,Pitching Wedge,64.29026642679446,4.798705577850342,-0.4738712012767792,4.442180633544922,4.916051864624023,40.300347944900295,0.6268499134435721,18.010305404663086,3.589613914489746,2321.04638671875,587.5900268554688,2394.267822265625,Estimated,-14.206379890441896,2.011962288032862,22.96734708068834,2.6312825679779053,1.0543739347007346,27.75029897920968,2.456068277359009,1.1891984118451262,"Your pitching wedge shot has a decent club speed, but the smash factor is a bit low, indicating that you aren't hitting the ball as efficiently as possible. Work on making better contact by focusing on your club face alignment at impact. Additionally, your attack angle is slightly positive, which is good, but making a more consistent strike can help with distance and accuracy. Try to keep your swing path more neutral to reduce the sidespin effect.",club face alignment drill,1.2077947,63.0,101.325,88 +5/30/24 22:14:51,Herald,,Pitching Wedge,58.764966959833146,-0.9378066658973694,1.2867228984832764,-3.4070963859558105,-4.693819046020508,78.40116072759156,1.334147958956228,19.78314018249512,-2.637662649154663,3480.381103515625,1572.7952880859375,3819.2587890625,Estimated,-24.3183650970459,11.538816439523544,90.38603682558188,-9.189663887023926,-14.434916873722273,103.5810843009358,-9.994558334350586,-17.976962680695806,"Your swing shows that you have a decent club speed and distance, but the club face is slightly closed at impact, which is causing a push to the left. To improve your accuracy, focus on keeping the face aligned with your target as you swing. Working on your attack angle could also help you make cleaner contact with the ball.",face alignment drill,1.2077947,63.0,101.325,88 +5/30/24 22:15:42,Lauren,,Pitching Wedge,57.058836239652464,-3.417550563812256,0.6528675556182861,0.1701428145170211,-0.4827247262001037,80.42121636005504,1.4094436840996614,20.200973510742188,0.2214505225419998,4288.125,670.2857055664062,4340.19580078125,Estimated,-8.884130477905273,13.64415672764676,97.05544908184402,-2.5070996284484863,-4.245505227764227,108.36081139532143,-2.7787582874298096,-5.253363422635516,"Your shot data shows that you have good club speed and ball speed, but there's a bit of spin and deviation affecting your distance and accuracy. To improve your launch and reduce backspin, focus on having a slightly more positive attack angle with your pitching wedge. This will help you achieve a better launch and potentially more carry distance. Also, working on your swing path can help straighten out your shots.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:16:02,Lauren,,Pitching Wedge,65.22697668872706,-2.239686965942383,4.170535087585449,2.9536209106445312,-1.216914176940918,88.25164550455065,1.3529930403750088,21.080137252807617,2.9480175971984863,4555.6005859375,1268.928466796875,4729.02490234375,Estimated,-15.564781188964844,18.109123330911643,111.8818302695072,-2.4956750869750977,-4.871809749477109,121.89620294699944,-2.9445717334747314,-6.261855731644744,"Your shot data shows that you're swinging with good speed, but your attack angle is a bit too steep (negative angle means you hit down on the ball). This can lead to higher spin rates and less distance. Try to focus on hitting up slightly on the ball. Also, your club path is slightly out to in, which can cause your shots to drift to the left. Work on keeping your swing path more neutral for straighter shots.",attack angle drill,1.2077947,63.0,101.325,88 +5/30/24 22:16:35,Lauren,,Pitching Wedge,61.67662190790679,-7.183684349060059,-0.1681440472602844,5.353282451629639,5.521426677703857,79.39669057772062,1.2873060832720826,22.122459411621094,4.37626838684082,1272.2159423828125,625.6282958984375,1417.7249755859375,Estimated,-26.18623733520508,12.132602795600292,96.99087790666636,0.2719624638557434,0.4600417242046717,117.06986011986828,-0.4664620161056518,-0.9533077569788944,"Your pitching wedge shot showed that your club path is quite neutral, which is good! However, your attack angle is a bit too down (negative), and your club face is open relative to your path. This could lead to some inconsistent shots. Focus on striking the ball with a more level swing and ensuring your club face is square at impact to help improve your accuracy and distance.",level swing drill,1.2077947,63.0,101.325,88 +5/30/24 22:18:45,Lauren,,Pitching Wedge,65.19586878088285,-2.9721944332122803,7.685807228088379,5.562651634216309,-2.1231555938720703,91.70949148577164,1.4066764229187372,19.0426025390625,5.5309906005859375,5574.6826171875,3218.544677734375,6437.08935546875,Estimated,-30.00000190734864,15.309203827306078,110.24314583936211,13.410179138183594,25.56769063183765,119.57782325344851,14.312192916870115,29.56026514725818,"Your club speed is solid, but let's work on your angle of attack and club path. A slightly steeper angle of attack can help you get under the ball better and improve your launch. Your shot is going a bit to the right, which suggests your club path needs some adjustment. Focus on lining up your swing path more towards your target to reduce that side spin and improve accuracy.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:19:18,Brian,,Pitching Wedge,65.23373074415395,-2.9035067558288574,0.7803218364715576,2.6955759525299072,1.9152541160583496,88.20911586178681,1.352200998709427,17.497163772583008,2.3118464946746826,6129.4775390625,1376.455322265625,6282.12744140625,Estimated,-12.656563758850098,,,,,,,,"It looks like you're making solid contact with your pitching wedge, given a reasonable club speed and decent ball speed. However, your attack angle is a bit negative, which means you're hitting down on the ball. Try to create a more neutral attack angle to help elevate your ball flight. Your spin rates indicate a lot of backspin but also some sidespin, which can affect your accuracy. Focus on keeping your clubface aligned with your swing path to minimize sidespin.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:19:53,Lauren,,Pitching Wedge,65.24144052189013,-3.950239181518554,3.309530735015869,6.519051551818848,3.2095208168029785,87.45488029505123,1.340480522739346,22.73779487609864,5.769008636474609,4761.3798828125,812.6639404296875,4830.23388671875,Estimated,-9.685811042785645,,,,,,,,"Your club speed is great for a pitching wedge, and the ball speed is solid. However, the attack angle is a bit too negative, which means you're catching the ball a little steep. Try to focus on hitting up on the ball slightly for better launch. Your club path is good, but the face angle tends to be open, which is causing a right spin. Work on closing the face at impact to improve accuracy and distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:20:23,Jason,,Pitching Wedge,65.19586878088285,-2.9721944332122803,7.685807228088379,5.562651634216309,-2.1231555938720703,91.70949148577164,1.4066764229187372,19.0426025390625,5.5309906005859375,5574.6826171875,3218.544677734375,6437.08935546875,Measured,-30.00000190734864,,,,,,,,"Your pitching wedge shot shows promise, but there are a few areas to improve. The club speed is decent, but the attack angle is a bit negative, meaning you're hitting down on the ball more than you should. Try to adjust your stance and swing to promote a more upward angle through impact. Your spin rate is high, which can cause the ball to balloon in the air, so focus on compressing the ball more through a solid strike. Overall, work on improving your swing path to get more consistent contact with the ball.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:25:01,Jason,,Pitching Wedge,69.58959730025072,-4.249607563018799,-3.436009645462036,6.692054748535156,10.128064155578612,87.00607480525105,1.250274152756702,21.50821113586425,5.067068099975586,4171.56640625,737.576904296875,4236.2705078125,Estimated,-10.026867866516112,17.814925659434948,112.14460383082589,1.984752297401428,3.884126657258463,122.99487243983369,1.669998049736023,3.5843739686317804,"Your pitching wedge performance shows some good potential! Your club speed is decent, but your attack angle is a bit too steep, which might be causing higher backspin. Try to keep your club path more neutral to reduce sidespin. Focusing on hitting down into the ball slightly will also help maintain better control and distance.",attack angle drill,1.2077947,63.0,101.325,88 +5/30/24 22:25:26,Lauren,,Pitching Wedge,65.33826713835106,-6.459720134735107,4.2924885749816895,4.295389652252197,0.0029010772705078,88.08040054648791,1.3480675935280213,19.04484367370605,4.065436840057373,5227.14697265625,1402.03125,5411.90869140625,Estimated,-15.014537811279297,16.106220635739305,109.8510463683324,-1.1470537185668943,-2.19935944226998,119.7062563972022,-1.593236207962036,-3.3283420418322294,"Your club speed is good for a pitching wedge, but the attack angle is a bit too steep, which can cause excess backspin and affect your distance. Try to level out your swing to create a more neutral attack angle. The slight right-side deviation suggests you might be pushing it a bit. Focus on aligning your face to the target better at impact.",launch angle adjustment drill,1.2077947,63.0,101.325,88 +5/30/24 22:25:55,Jason,,Pitching Wedge,71.89611362845699,-1.976420521736145,1.2599866390228271,10.139179229736328,8.879192352294922,83.19918538349793,1.157213946409575,16.06821060180664,8.486209869384766,2864.451904296875,-261.0511169433594,2876.32275390625,Estimated,5.207252502441406,9.680702443879795,97.1852922951939,9.971766471862791,16.828890690351955,114.78810886139036,10.114002227783203,20.15761653810977,"Your club speed is good, but your attack angle is slightly negative, which means the club is descending at impact. Aim for a more level or slightly upward angle for better contact. The ball is launching too high and to the right due to an open club face; try to close the face a bit at impact. Also, work on improving your consistency to reduce carry deviation.",face alignment drill,1.2077947,63.0,101.325,88 +5/30/24 22:26:30,Lauren,,Pitching Wedge,65.1905227092152,-3.4964346885681152,4.786198616027832,0.5102806687355042,-4.275918006896973,88.31074668949896,1.3546562141158522,22.39671897888184,1.0180387496948242,3882.0263671875,2160.3974609375,4442.6845703125,Estimated,-29.09650230407715,18.1791720841361,111.71651003886107,-8.74246597290039,-16.980202004713874,122.1463526308089,-9.565073013305664,-20.296779560565938,"Your pitch shot shows a good club speed and ball speed, but your attack angle is a bit too steep, which could be causing the high backspin. Additionally, your carry distance is shorter than expected due to the deviation and sidespin. Focus on getting a more neutral attack angle and reducing the sidespin for better accuracy and distance.",attack angle drill,1.2077947,63.0,101.325,88 +5/30/24 22:26:56,Lauren,,Pitching Wedge,66.90673971305296,-3.601727247238159,6.816025257110596,-0.7281845808029175,-7.544209957122803,88.29758844127628,1.319711419506668,24.64582061767578,0.2547214329242706,1958.001953125,-1130.4527587890625,2260.90576171875,Estimated,30.0,19.003620586740453,119.24271896236952,7.827995300292969,16.24085725135558,134.3742091736658,8.673554420471191,20.26425618017538,"Your pitching wedge shot showed good distance and decent spin, but your attack angle is a bit steep, which might cause some inconsistency. The club path is aimed a little too much to the right, and the face is slightly closed to the path, leading to some slicing. Focus on getting a more neutral club path and a shallower angle of attack for better control and accuracy.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:27:30,Lauren,,Pitching Wedge,64.42328675910267,-5.22957181930542,6.220073699951172,5.503621578216553,-0.7164521217346191,90.7908546153667,1.409286287346065,23.28675842285156,5.299098491668701,4145.99267578125,702.846923828125,4205.1455078125,Measured,-9.621559143066406,21.81311750832083,120.57258980733876,2.191959857940674,4.611497552246476,130.8111635506275,1.9018689393997192,4.341556832447679,"You're making good contact with your pitching wedge, but your attack angle and club path suggest you might be hitting down on the ball too much, which can lead to higher spin and less distance. Focus on leveling out your swing and don't be afraid to let the club glide through the grass. This will help you achieve a more controlled flight and better distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:27:57,Brian,,Pitching Wedge,65.14228433230028,-1.9023780822753904,7.323250770568848,5.46272611618042,-1.860524654388428,89.12945084593775,1.3682272852342028,19.73086929321289,5.403543949127197,5853.63720703125,14.870634078979492,5853.65625,Estimated,-0.1455544233322143,17.989476005411234,112.41690579142778,5.766024112701416,11.294130775399369,121.21250275219607,5.722280502319336,12.085730496937115,"Your pitching wedge swing is producing good speed and distance, but there are a few areas to improve. Your attack angle is slightly down, which can cause the ball to spin too much. Focusing on a more neutral attack angle will help reduce backspin and gain better control. Additionally, your club path is aiming to the right relative to your target. Working on aligning your club path with your target will help straighten out your shots. Finally, consider working on a smoother tempo to improve your consistency.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:29:12,Brian,,8 Iron,68.04689509496029,-5.737082958221436,10.08717918395996,6.263684272766113,-3.823494911193848,98.56574093386917,1.4484972576091744,14.775347709655762,6.407310962677002,5391.73583984375,583.3917236328125,5423.20556640625,Measured,-6.175442218780518,16.246304583826713,127.0839407711128,4.319195747375488,9.570973581293517,138.2154390002961,4.091463088989258,9.861507366312026,"Your 8-iron shot shows that you're generating good ball speed, but your attack angle is slightly negative, which can lead to thin shots. Try to focus on a more positive attack angle by sweeping the ball off the ground instead of hitting down too much. Your club path is quite open relative to the target, leading to some sidespin, so aim to bring your swing path more in line with your target. Overall, with some adjustments, you can improve your consistency.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:29:46,Herald,,8 Iron,69.96449644254335,-5.585349559783936,14.961408615112305,9.370680809020996,-5.590727806091309,83.75719921360542,1.1971385984659948,16.82634162902832,9.569366455078123,1198.627685546875,692.0278930664062,1384.055908203125,Estimated,-30.0,8.404825166214891,92.56155727874102,5.620995998382568,9.066194739624509,120.31676647071616,4.64785099029541,9.749518429158456,"Your club speed is good, but your attack angle suggests you're hitting down too much on the ball, which can result in lower shots. Try to focus on hitting the ball more on the upswing to increase carry distance. The club path and face angle indicate an open club face, contributing to some rightward spin. Work on aligning your club face with your swing path for straighter shots.",attack angle drill,1.2077947,63.0,101.325,88 +5/30/24 22:30:29,Brian,,8 Iron,65.73840758949109,-4.961869239807129,19.999998092651367,7.502457618713379,-12.497540473937988,91.30028020592816,1.3888422849555515,18.10329246520996,8.665228843688965,2174.497802734375,194.0698699951172,2183.140869140625,Measured,-5.100028991699219,13.755562655255744,120.1052310004643,7.732840538024902,16.160658500120576,139.70484795620632,7.513582229614258,18.26799603918812,"Your 8-iron shot shows good potential, but there are a few areas to work on. Your club path is excessively out to in, which can cause the ball to slice. Additionally, your attack angle is quite negative, meaning you're hitting down too much on the ball. Focus on a more neutral club path and try to level out your swing a bit. This should help improve your accuracy and distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:31:12,Lauren,,8 Iron,64.75113791074955,-5.144957065582275,12.329811096191406,3.0925331115722656,-9.23727798461914,95.48274289553136,1.474611041232064,13.839947700500488,4.083069324493408,4820.802734375,1095.863037109375,4943.78955078125,Estimated,-12.806821823120115,13.098679856552394,119.0329940548536,-0.2954137027263641,-0.6140648412358445,132.368839899651,-0.7643826603889465,-1.7657419216817516,"Your 8-iron shot shows a few areas for improvement. Your club speed is reasonable, but the attack angle of -5 degrees indicates you might be hitting down on the ball too much, which can lead to excess backspin and a lower trajectory. Try focusing on a more level swing path and ensure your clubface is square at impact. This will help you achieve a better launch angle and distance. Overall, aim to increase your clubhead speed just a bit for more distance and a more forgiving shot.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:31:33,Herald,,8 Iron,71.21245218099875,-2.1862123012542725,10.58265495300293,7.492717742919922,-3.089937210083008,97.78931895638198,1.3732053308294103,16.92296028137207,7.478864669799805,2283.7216796875,25.388935089111328,2283.86279296875,Measured,-0.6369510293006897,14.91613858375706,133.26111358419348,7.588273525238037,17.597612241281468,151.8113467341118,7.526733875274658,19.88558991654145,"Your club speed is decent for an 8 iron, but your attack angle is slightly downward. This means you might be hitting the ball into the ground a bit instead of sweeping it off the grass. Your launch angle is good, but the ball is starting right of your target (due to the club path and face angle). Focus on getting the club path more inline with your target while minimizing your downward attack angle. Try to hit more up on the ball for better distance and accuracy.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:32:21,Herald,,8 Iron,70.31304068883355,-6.551198959350586,10.48733901977539,9.239381790161133,-1.2479572296142578,87.82866158357137,1.2491091371265286,17.046005249023438,8.901686668395996,2309.125732421875,337.17828369140625,2333.61328125,Estimated,-8.307611465454102,11.55783673480903,109.55400561274382,7.246679782867432,13.819324500546829,127.98499193030148,6.927982807159424,15.43776838287124,"You've made a solid swing with your 8-iron, generating good speed and a reasonable carry distance. However, your attack angle is quite negative, which means you're hitting down on the ball more than needed. This can lead to lower shots and inconsistent contact. Focus on leveling out your swing path and keeping the clubface square to improve consistency and increase distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:32:54,Lauren,,8 Iron,69.571485509166,,-4.781171798706055,7.245452404022217,12.02662467956543,104.08214450344258,1.4960460272151272,16.113204956054688,5.353325366973877,2966.2138671875,-31.472047805786133,2966.380859375,Measured,0.6078954339027405,17.663138759469575,145.98330381560845,5.818643093109131,14.799840173547636,162.15009382398057,5.8042073249816895,16.39816866215756,"Your 8-iron shot shows good ball speed and decent distance, but the club path suggests you're swinging a bit too far to the left, resulting in a push to the right. Focus on aligning your body better with your target and check your grip. You want to strike the ball with a square face for more accuracy and distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:33:36,Lauren,,8 Iron,66.89072283113728,-6.528604984283447,3.6657073497772217,2.7756834030151367,-0.890023946762085,93.24305032986194,1.393960872051719,15.178598403930664,2.738688468933105,2545.525390625,656.2378540039062,2628.75390625,Measured,-14.456114768981934,11.453417535177095,116.89412706758868,-0.817570686340332,-1.667996564761438,135.46395935053351,-1.3269219398498535,-3.137173055720353,"Your 8-iron shot shows a decent club speed, and the ball speed is good too! However, the negative attack angle indicates you're hitting down on the ball more than you should. This might cause the ball to lose some height and stop spinning. A bit more lift in your swing could improve your distance and accuracy. Also, working on your club path can help straighten out your shots. Try focusing on a more neutral path through impact.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:34:55,Brian,4 Hybrid,4 Hybrid,78.7167880202378,-3.1599624156951904,3.803031206130981,11.276947021484377,7.473916053771973,104.86496640710811,1.33218045406207,15.02424144744873,9.739002227783203,1737.0888671875,-332.32940673828125,1768.5928955078125,Measured,10.830612182617188,13.343854664641526,142.06549636321506,12.428749084472656,30.57609305131541,165.8776837222067,12.738277435302734,36.575624211997365,"Your shot with the 4 Hybrid shows some room for improvement. You're swinging at a good speed, but the attack angle is a bit too negative. This means you're likely hitting down on the ball instead of sweeping it. Try to focus on getting the club to come into the ball more level. The launch angle is decent, but the sidespin indicates you're pushing the ball to the right. Work on aiming your clubface to align better with your swing path to reduce that slice. Overall, practice more consistency in your setup and alignment.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:35:29,Herald,4 Hybrid,4 Hybrid,75.02043812343709,-1.6869587898254397,8.210421562194824,8.186767578125,-0.0236539840698242,107.03942239193292,1.4268034827497602,12.994778633117676,7.752142429351807,1178.5386962890625,680.4295043945312,1360.859130859375,Measured,-30.0,9.378123619093117,128.19752028979565,3.268483638763428,7.309246458327664,168.68630873684742,2.132582187652588,6.277016065705709,"You're generating solid distance with your 4 Hybrid! However, your attack angle is slightly negative, which can impact the ball's flight. Focus on hitting the ball with a slightly upward angle. Your club path is a bit out to in, which may lead to push or slice. Work on aligning your path and face better to promote a straighter shot.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:36:01,Brian,4 Hybrid,4 Hybrid,76.45578796701193,-5.389636516571045,-2.122190475463867,11.103812217712402,13.22600269317627,102.8984141574956,1.3458551261271778,15.16177463531494,8.855380058288574,1725.2872314453125,-207.93722534179688,1737.772705078125,Measured,6.872326374053955,12.967744673626155,138.19364549860802,10.585949897766112,25.38757718584202,162.61780306235232,10.772141456604004,30.39390204715733,"Your swing speed is solid, but your attack angle is a bit too negative, meaning the club is coming down too steeply. This can lead to lower ball flight and inconsistent distances. Additionally, the club path is inside-out while the face is open to it, causing a noticeable slice. Work on leveling out your attack angle and ensuring the club face is square to the path at impact.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:36:34,Herald,4 Hybrid,4 Hybrid,75.478288842236,-1.4067938327789309,4.331332683563232,5.055509567260742,0.7241768836975098,103.90205058078392,1.3765819572030704,14.55653953552246,4.694677352905273,2778.439453125,254.8955078125,2790.107177734375,Measured,-5.241672992706299,14.980071472993243,141.93027986690686,3.281813621520996,8.125059327606152,161.07053119135526,3.068862199783325,8.623023006718654,"Your club speed and ball speed are quite good, but your attack angle is a bit negative, which means you're hitting down on the ball. This can lead to less distance. Try to improve your attack angle by focusing on making more of a sweeping motion through the ball. Also, your club face angle is open, which can cause the ball to slice. Work on aligning your club face to your target. Overall, you're getting decent distance but can definitely improve accuracy.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:37:46,Lauren,,7 Iron,66.89905980163894,3.4447622299194336,-4.406665325164795,4.629443168640137,9.036108016967772,50.21814287878578,0.7506554356322285,12.31317901611328,3.2513368129730225,4597.513671875,-2654.37548828125,5308.75146484375,Estimated,30.0,1.7219661441954486,28.07650481333985,6.259995937347412,3.061471508700464,42.79063111137384,7.29799222946167,5.435696268113929,"Your 7-iron swing shows a good club speed, but your attack angle indicates you're hitting down on the ball, which might be contributing to excessive backspin. Additionally, your club path is moving left (negative value) while the face is pointing a bit right (positive value), causing a slice. Focus on aligning your club face better with your path to improve direction and distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:38:11,Jason,,7 Iron,68.14757020036313,-1.966151118278504,4.393701076507568,5.231934070587158,0.8382329940795898,99.09147353633308,1.4540719976514298,14.516480445861816,4.847399711608887,2509.79638671875,56.72725677490234,2510.4375,Estimated,-1.2947978973388672,12.69686946983461,130.0673476668262,4.65997314453125,10.566951001160987,150.80702675011707,4.586889266967773,12.06021574649219,"Your shot data suggests that your club speed and ball speed are decent, but there's some inconsistency with where the ball is aiming. The club path indicates that you're swinging a bit to the right and the face angle is slightly closed at impact, which can lead to pulls. A higher attack angle would help you get more height and distance. Focus on getting your path more neutral and keeping the clubface square at impact.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:38:33,Jason,,7 Iron,67.82614457459931,-5.184619426727295,6.092098712921143,4.797264099121094,-1.2948346138000488,92.03160403694528,1.3568750607035218,13.701143264770508,4.70286750793457,1555.979736328125,287.3843688964844,1582.296630859375,Estimated,-10.464417457580566,8.06701076726182,104.97498398662265,3.082864284515381,5.645638630889323,139.17463675721228,2.6443426609039307,6.421143534373357,"Your 7-iron shot shows that you're generating good ball speed, but your attack angle is a bit steep, which might cause inconsistency. You also have some sidespin affecting the direction. Focus on flattening your swing path a bit to help with accuracy and reduce that sidespin. Working on a more neutral swing will help you hit straighter shots.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:43:19,Brian,,7 Iron,59.68014787010179,-1.2377251386642456,1.4356646537780762,3.158289909362793,1.7226252555847168,89.48730058489127,1.4994483723409489,11.670432090759276,2.7739315032958984,2181.37060546875,1092.951416015625,2439.86083984375,Estimated,-26.612648010253903,6.200989639485215,91.87035618117444,-2.054237365722656,-3.293173477260183,126.07829415359264,-3.4149510860443115,-7.510068737091217,"You're making solid contact with your 7 iron, but there's room for improvement. Your swing speed is decent, but the attack angle is slightly negative, which could result in lower launch and distance. Try to focus on hitting slightly up on the ball for better launch. Your ball is spinning a bit too much. This means you might be losing distance. To help with this, work on your swing path to make sure your clubface is square at impact.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:43:44,Brian,,7 Iron,64.74883393732534,-2.0942912101745605,-4.0832295417785645,5.936387538909912,10.019617080688477,88.2465852962523,1.362906170351608,10.311171531677246,4.36536169052124,4570.3525390625,-457.653564453125,4593.208984375,Estimated,5.718267917633057,6.878253784378671,95.35120058727898,6.058869361877441,10.064307079953096,117.18127230518256,6.331189155578613,12.922260542590609,"Your shot shows potential, but you need to work on your club path and attack angle. The -4° club path suggests your swing is coming too much from the outside, causing your shots to slice. Adjusting your grip or stance can help with this. Additionally, try to have a slightly more neutral attack angle to improve your launch conditions. Focus on making solid contact to maximize your distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:44:27,Brian,,7 Iron,60.3103102013265,-1.7563588619232178,-11.992026329040527,19.93378448486328,31.925811767578125,68.61760637860561,1.1377425542920918,13.7849702835083,14.873537063598633,3905.585693359375,-306.0666198730469,3917.56005859375,Estimated,4.480905532836914,4.865916555502736,62.44891196848221,16.01717758178711,17.23125279808778,83.090336734821,16.152664184570312,23.115544143708348,"Your club speed is decent, but we need to work on your swing path and face angle. The club path is too far to the left, and the face is significantly open at impact, which is causing the ball to spin to the right. Try to focus on a more consistent swing path and closing the clubface at impact to improve accuracy and distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:44:55,Lauren,,7 Iron,56.23880943180348,-5.034335136413574,5.497982025146484,2.275766134262085,-3.2222158908843994,69.07996691205153,1.2283326693787775,10.03690242767334,2.55731201171875,1138.076171875,314.66619873046875,1180.776123046875,Estimated,-15.455568313598633,2.1034483752182496,43.66561684205044,1.583503007888794,1.206669925066734,78.89949308440282,1.1352216005325315,1.5630672317779926,"Your club speed is decent, but the attack angle of -5 degrees indicates you might be hitting down on the ball too much, which can lead to low shots. Your club path is slightly to the right, and the face angle shows you're closing it a bit, causing some right-side spin. Focusing on a more level swing and improving your launch angle will help get more height and carry on your shots.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:45:26,Herald,,7 Iron,62.7324817288104,-3.8384056091308594,5.215575695037842,4.462218761444092,-0.75335693359375,88.44500007425086,1.409875675835598,15.280945777893066,4.317976951599121,2217.4619140625,-552.9599609375,2285.366943359375,Estimated,14.002058029174805,9.66318086901572,105.14627823993668,7.411692142486572,13.563675336721984,127.29384923798445,7.9144287109375,17.52766778314549,"Great job overall! Your club speed is solid for a 7-iron, and your ball speed shows good potential. However, you might want to work on your attack angle since it's negative, which means you're hitting down on the ball too much. This could lead to less distance and high spin. A more upward attack angle can help you achieve a better launch and carry distance. Additionally, your club path and face angles indicate a tendency to push the ball to the right; focusing on a more neutral swing path will help straighten your shots.",attack angle drill,1.2077947,63.0,101.325,88 +5/30/24 22:45:52,Jason,,7 Iron,61.73316738900121,0.3006208539009094,1.477325677871704,6.535122394561768,5.057796478271484,88.77551786180538,1.4380522110975018,10.663006782531738,5.552951335906982,3766.161376953125,1278.3912353515625,3977.217041015625,Estimated,-18.74934196472168,6.599505865833464,94.12514090157585,0.9769871830940248,1.6050355753809953,118.42239220166176,-0.0197823401540517,-0.046023365161163,"Great shot! Your club speed is good for a 7 iron, but we need to work on your attack angle and club face alignment. Right now, your face is open at impact, which causes the ball to launch higher and veer slightly to the right. Focus on keeping the club face more square to the target and try to adjust your attack angle for a better strike. This will help improve both distance and accuracy.",face alignment drill,1.2077947,63.0,101.325,88 +5/30/24 22:46:58,Herald,,7 Iron,64.3545088857727,-4.800788402557373,8.485783576965332,2.83276104927063,-5.653022766113281,97.1871456356439,1.510183937665473,14.824010848999023,3.3886947631835938,1945.2698974609373,648.6629028320312,2050.5703125,Measured,-18.441301345825195,11.194696880996617,122.59318616427116,-0.566827654838562,-1.2126022296992858,146.1689824475252,-1.235747456550598,-3.152274984531772,"Your shot shows a decent club speed and ball speed, but your attack angle is a bit too steep, which can cause the ball to dig into the ground. Try to keep your club path more neutral instead of aiming so far right. You can improve ball flight by focusing on a smoother swing and less side spin, which is making the ball curve more than necessary.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:47:20,Jason,,7 Iron,65.24544687567777,-5.769469738006592,-0.8015714287757874,3.2574915885925293,4.059062957763672,95.81628144824208,1.468551232867109,14.585429191589355,2.57547926902771,1695.216796875,-412.23931884765625,1744.62060546875,Measured,13.66777515411377,10.108977709298529,117.8301045660064,5.232405185699463,10.745612659525024,145.5137589836795,5.721424102783203,14.506529010322993,"Your swing speed is solid for a 7 iron, but the negative attack angle indicates you're hitting down too much on the ball. This can lead to lower launch and possibly trajectory issues. Focus on leveling out your swing path and aim to hit slightly up on the ball for better launch. The ball is spinning a bit sideways, which suggests some adjustments in the club face at impact. Try to keep the face more squared to your target line.",upward attack drill,1.2077947,63.0,101.325,88 +5/30/24 22:47:58,Lauren,,7 Iron,73.11751820650716,-7.494854927062988,-7.975129127502441,5.743054866790772,13.718183517456056,100.22991800464206,1.370805799528929,14.461678504943848,3.719571828842163,2578.863525390625,401.6626892089844,2609.9560546875,Estimated,-8.85279369354248,13.079600113066476,132.20148382887783,1.4069478511810305,3.2460407016135377,151.22779485506726,1.085163712501526,2.864278438278177,"Your 7 iron shot shows good power, but your club path and attack angle suggest a steep downward strike, which can lead to inconsistent contact. Work on flattening your swing path and making more of a sweeping motion to improve your overall accuracy and distance. Additionally, the ball is spinning a bit much—try to reduce backspin for a better flight.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:48:21,Lauren,,7 Iron,70.22432491214931,-5.745417594909668,13.666918754577637,12.518177032470703,-1.1487417221069336,89.84140423372173,1.279348777593995,18.50710105895996,11.992815017700195,1717.98193359375,-255.2267608642578,1736.8370361328125,Measured,8.450167655944824,12.7968895026346,116.49865677929938,14.068456649780272,28.31861960353308,137.88532418624982,14.275053024291992,33.99936865448262,"Your 7 iron swing shows some positives, like decent club speed and a good launch angle, but your attack angle is a bit too steep, and your club path is significantly out to the right. This likely contributes to the ball moving left of your target. Focus on improving your club path to hit straighter shots. Try to visualize a more inside-to-out path, and practice keeping your clubface square to that path during impact.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:50:14,Brian,,7 Iron,70.20018439060459,-2.65509033203125,5.805139064788818,6.46994686126709,0.6648077964782715,99.24693200982256,1.4137702467788034,14.3229341506958,6.040940761566162,3233.45703125,-22.639074325561523,3233.5361328125,Measured,0.4011503159999847,11.623026379861358,120.90297996041863,4.61048698425293,9.718464566564537,143.40361069197752,4.283999919891357,10.712338354497431,"Your 7-iron shot shows you have a solid swing speed, but the club is coming in too steeply (negative attack angle), which can lead to higher backspin and lower distance. Additionally, the club face is open relative to your swing path, causing the ball to start right. Focus on shallowing your swing path and closing the club face a bit more at impact to help straighten your shots and add distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:50:48,Lauren,,7 Iron,70.20018439060459,-2.65509033203125,5.805139064788818,6.46994686126709,0.6648077964782715,99.24693200982256,1.4137702467788034,14.3229341506958,6.040940761566162,3233.45703125,-22.639074325561523,3233.5361328125,Estimated,0.4011503159999847,,,,,,,,"Your club speed is decent for a 7 iron, but the angles suggest you may be coming in too steep (negative attack angle) and the face is more open than your swing path, causing a push to the right. Focusing on your swing path and ensuring the clubface is square at impact will help you improve distance and accuracy.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:54:06,Herald,,Pitching Wedge,60.697859864365,-3.11834979057312,0.4494232833385467,8.300012588500977,7.850589275360107,84.64614895977775,1.3945491513033148,23.888172149658203,6.874053955078125,3855.799072265625,287.7142333984375,3866.5185546875,Estimated,-4.267421245574951,19.048819992184463,109.86872647173097,5.957101821899414,11.402631041843392,120.65638465322444,5.786688327789307,12.165236728784636,"Your club speed is good, but you need to focus on squaring the clubface at impact. Currently, it's open (8.3 degrees), which makes the ball veer off line. Work on your attack angle; a more level strike will improve your consistency and distance. Try to reduce backspin slightly to gain more carry distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:54:31,Lauren,,Pitching Wedge,64.92990491538058,1.5302982330322266,10.491649627685549,6.406811237335205,-4.084838390350342,90.62877435159136,1.3957940408152858,21.094127655029297,6.575489044189453,4694.75146484375,959.5203247070312,4791.80224609375,Measured,-11.551114082336426,19.50173601520669,117.64939038030116,2.733732223510742,5.611153981359962,127.54092847438916,2.3808836936950684,5.298460618892818,"Your shot looks solid overall! Your club speed is decent for a pitching wedge, and you're generating good ball speed. However, your club path is significantly outside-in (10.49 degrees), which is leading to some slices as indicated by the sidespin and launch direction. Focusing on a more neutral grip and aligning your body properly can help straighten out your shots. Try to get comfortable with a more inside-out path for better accuracy and distance control.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:55:31,Brian,,Pitching Wedge,59.93659717868559,,-0.0386559478938579,13.56203269958496,13.600688934326172,71.0200490669904,1.1849196052165314,23.10336875915528,11.13532543182373,1881.7822265625,828.0714721679688,2055.919921875,Estimated,-23.75172233581543,10.792058391276328,80.8783213443021,7.170146465301514,10.09492811792984,96.6409887438449,6.433522701263428,10.828664924380746,"Your shot with the pitching wedge shows solid ball speed and decent distance, but you're losing a bit of accuracy with a launch direction that veers to the right. This suggests your clubface might be aimed a bit too open at impact. Focus on aiming your clubface more squarely at your target and work on maintaining a consistent swing path. This will help improve both your direction and distance control.",clubface alignment drill,1.2077947,63.0,101.325,88 +5/30/24 22:55:47,Jason,,Pitching Wedge,63.26812995023329,-0.1945623606443405,0.7445969581604004,4.868387699127197,4.123790740966797,83.27632582703427,1.3162444645122189,24.210508346557617,4.0921735763549805,1166.9471435546875,-673.7371215820312,1347.4744873046875,Estimated,29.99999618530273,15.163116653925954,108.61942149670811,9.166496276855469,17.303533466205636,128.85698230603705,9.940260887145996,22.24345990239317,"Your pitch shot shows good distance, but the ball is moving significantly left due to the face angle being open relative to the path. Focus on closing the clubface at impact to reduce leftward movement, and work on a more neutral swing path for better accuracy.",face angle drill,1.2077947,63.0,101.325,88 +5/30/24 22:56:06,Brian,,Pitching Wedge,63.12858169322317,-6.495186805725098,1.102333664894104,5.1016998291015625,3.999366283416748,79.35220682416366,1.256993341142687,23.59090805053711,4.328583717346191,2450.1533203125,708.2077026367188,2550.452880859375,Estimated,-16.121742248535156,14.960839458678151,100.02801763196294,0.6218108534812927,1.0857709281357444,114.4619155426708,0.1203313022851944,0.2411053441056339,"Your pitching wedge shot looks solid! Your club speed is good for generating decent distance, though a slightly better attack angle could help you get under the ball more effectively. The face is open relative to your path, contributing to a bit of side spin. Focus on keeping the face square through impact to reduce the side spin and improve accuracy. Your carry distance is impressive; just keep an eye on your direction to ensure better control.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:56:31,Lauren,,Pitching Wedge,63.79294096332751,-1.1509246826171875,3.648799180984497,15.173998832702637,11.52519989013672,82.45759607089076,1.2925818252883647,18.46166229248047,12.920830726623535,3625.73583984375,-808.948974609375,3714.883544921875,Estimated,12.577437400817873,12.07928506046926,99.13659499534242,17.047819137573242,29.063847642832343,113.327518724328,17.406051635742188,33.90095580899606,"Your club speed is good, but the club face was open at impact, leading to a lot of sidespin and affecting your accuracy. Work on ensuring your club face is square to your target at impact. Also, your launch angle is decent, but with better alignment, you can improve both your carry and total distance.",face alignment drill,1.2077947,63.0,101.325,88 +5/30/24 22:56:57,Herald,,Pitching Wedge,61.74160249170427,-5.4023284912109375,-2.209596872329712,2.102163314819336,4.311759948730469,86.46146668717847,1.400376135342383,22.457155227661133,1.4502843618392944,1720.4188232421875,-993.2841796875,1986.5684814453125,Estimated,30.0,15.438642375712677,112.59746979220564,7.989620685577393,15.650338460400803,130.71965086819455,8.891741752624512,20.20507497517019,"Your shot shows good club speed for a pitching wedge, resulting in a decent carry distance of about 113 yards. However, your angle of attack is a bit steep (negative), which could lead to less control. The club path indicates you're coming a little across the ball, leading to a push to the right. Focus on a more neutral path and shallower angle of attack for better consistency and accuracy.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:57:36,Lauren,,Gap Wedge,63.13051873754648,-2.043323040008545,4.822603225708008,3.373892307281494,-1.4487109184265137,81.52004955193752,1.2912938335077229,24.9205379486084,3.3748295307159424,4770.10400390625,2448.600341796875,5361.859375,Estimated,-27.172439575195312,18.09958033031603,98.7884496464003,-5.698907375335693,-9.809802033248843,106.79005227039944,-6.3757829666137695,-11.858926225732262,"Your gap wedge shot shows some good power, with a solid carry distance, but you’re experiencing a bit of a hook, as indicated by your ball spin and deviation angles. To improve your accuracy, focus on keeping your clubface square to your target at impact and work on maintaining a consistent swing path. Practicing this will help you straighten out your shots and gain more control.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:57:56,Herald,,Gap Wedge,64.71282368602851,-4.152726173400879,8.793815612792969,3.5728628635406494,-5.220952987670898,83.78841378688594,1.2947729524739595,25.681615829467773,4.035174369812012,3810.613037109375,1629.61767578125,4144.4453125,Estimated,-23.15408706665039,19.869221845355924,106.31203867728618,-3.3161745071411133,-6.149709308907575,116.31462183797704,-3.955175638198853,-8.022891858934429,"Your gap wedge shot shows decent speed, but the ball is curving to the left more than expected. Improving your club path and face alignment should help straighten out your shots. Try to focus on swinging more in line with your target and keeping the club face more square at impact.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:58:22,Lauren,,Gap Wedge,63.804981357777706,,14.723066329956056,6.682012557983398,-8.041053771972656,73.86093363138389,1.1576045013980774,27.580446243286133,7.331009864807129,3307.22900390625,829.6392211914062,3409.70166015625,Estimated,-14.08241081237793,16.636359871122295,89.90812335575356,3.963682651519776,6.214856192973628,100.79450309619553,3.523700714111328,6.194998408127674,"Your shot with the gap wedge shows good carry distance at nearly 90 yards, but the club path indicates you're coming in too steep and to the right, which may cause issues with accuracy. Focus on getting your club path more neutral to help with direction and to lower the backspin. A more balanced swing will reduce the deviation in your shots.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:58:37,Jason,,Gap Wedge,70.25498482516105,-4.211109638214111,19.999998092651367,-2.6804981231689453,-22.680496215820312,77.17706818054648,1.0985280029966835,24.054218292236328,0.3007176518440246,4169.234375,951.322998046875,4276.392578125,Estimated,-12.853516578674316,15.51063414643545,93.5908830531489,-3.534408569335937,-5.769665828630309,103.67716928004756,-3.885847568511963,-7.026047225406273,"Your club path is quite steep (around 20 degrees), which means you're coming in at a sharp angle. This can lead to inconsistent strikes and high spin rates. Additionally, the club face is slightly closed (facing left at impact), which may cause some slicing. Lowering the attack angle will help you make better contact and improve your distance. Focus on swinging more from the inside to create a more neutral club face at impact.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 22:58:53,Herald,,Gap Wedge,63.19604118176039,-1.8246142864227293,7.453404903411865,8.112149238586426,0.6587443351745605,80.91936954730772,1.2804499781018344,27.85979461669922,7.596126079559326,4436.580078125,1702.014404296875,4751.8515625,Estimated,-20.98841857910156,20.95696955652488,100.27738301670706,0.9783881306648254,1.7123677368340822,108.20826522711197,0.4463110864162445,0.8430802986852655,"Great shot! Your gap wedge distance is solid, but your club face is slightly open relative to the club path, which can lead to a push to the right. Try to work on squaring the club face at impact for better accuracy. Minimizing backspin can also help control your shots better.",face alignment drill,1.2077947,63.0,101.325,88 +5/30/24 22:59:09,Brian,,Gap Wedge,61.85017510601119,-6.850325584411621,9.66149616241455,10.828656196594238,1.1671600341796875,76.15780740414812,1.2313272722933062,30.522777557373047,10.1038179397583,3187.13671875,1500.79052734375,3522.813232421875,Estimated,-25.215274810791016,20.11479714658481,93.80046611934448,3.462153673171997,5.6646119933849945,103.38067085891907,2.758821725845337,4.9759468308947135,"Your gap wedge shot shows good distance potential but your club path and face angle are quite open at impact, which may lead to higher shots with a rightward tendency (push). Work on aligning your clubface more square to your target and consider adjusting your attack angle to be less negative for better contact and control.",face alignment drill,1.2077947,63.0,101.325,88 +5/30/24 22:59:26,Lauren,,Gap Wedge,68.96556609830486,-0.7815405130386353,0.8712953329086304,-1.6423285007476809,-2.513623714447021,82.21525219960404,1.192120312365925,28.634822845458984,-1.2400233745574951,4526.18359375,1092.9613037109375,4656.27587890625,Estimated,-13.575628280639648,22.63191113122798,103.36687053281184,-6.182249546051025,-11.131738107886804,111.19962358037084,-6.464262962341309,-12.519281007931,"You're hitting the ball with decent speed, but the direction is off a bit. The club face is closed at impact, which is causing the ball to start left and spin too much. Focus on keeping the club face square at impact and aligning your swing path more straight. Try to reduce backspin for better distance and control.",face alignment drill,1.2077947,63.0,101.325,88 +5/30/24 22:59:46,Brian,,Gap Wedge,69.9283453928706,-7.005228519439697,-0.7188482880592346,5.265473365783691,5.984321594238281,77.16738295892992,1.1035207901086326,27.984600067138672,4.235231876373291,2400.392822265625,1385.8673095703125,2771.73486328125,Estimated,-30.0,17.601500362179877,96.3518994458018,-3.077207565307617,-5.172338654299779,108.85432741038584,-3.943175792694092,-7.485688717208916,"Your gap wedge shot had some good points, but there are a few areas for improvement. Your club speed is solid for a wedge, but your attack angle is quite negative, which means you're hitting down too steeply. Try to pick the ball more cleanly to help with height and spin. The face angle is opened a bit, leading to some rightward direction on your shots, so focus on getting the face square at impact. Lastly, the carry distance is a little shorter than expected, which could improve with a more balanced swing and proper follow-through.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 23:00:01,Herald,,Gap Wedge,75.92289598046318,-7.2158203125,-15.352256774902344,12.38642120361328,27.738677978515625,74.50933148559943,0.9813815782892752,29.29402732849121,8.25350570678711,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,16.09101858364295,95.33614872011005,12.87778663635254,21.24779223893848,113.45183012618509,13.549681663513184,26.580471033409594,"Your gap wedge shot shows a few areas to improve. The club speed is good, but the attack angle is quite steep, meaning you're hitting down on the ball too much, which might cause low launch and less distance. Your club path is also quite out-to-in (negative), which can lead to a slice. Additionally, the launch angle is decent, but the backspin is lower than typical for a lob shot, indicating there's a lack of clean contact. Focus on leveling out your swing path and maintaining a slightly more shallow attack angle to improve consistency and distance.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 23:00:26,Herald,,Gap Wedge,61.02639367480424,-2.9328017234802246,6.395290374755859,6.45156192779541,0.0562715530395507,78.09924634343679,1.279761782411884,29.405906677246094,6.099682807922363,4695.927734375,716.4252319335938,4750.26318359375,Estimated,-8.674334526062012,21.20203172591846,95.77768406307769,3.7160468101501465,6.207580567601497,103.44288079329364,3.473051071166992,6.266494777180185,"Your shot shows good distance with a carry of about 96 yards, but your attack angle and club path need some adjustment. You're coming down on the ball a bit too steeply (attack angle around -3 degrees) and your club path is moving too much to the right (6.4 degrees). This can lead to inconsistency in your shots. Focus on swinging more from inside to out and try to hit up on the ball a little more to improve your angle. Also, consider tightening up your spin rate for better trajectory control.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 23:00:44,Brian,,Gap Wedge,62.53433574771134,2.091153144836426,4.486599445343018,3.529682874679565,-0.956916570663452,81.22515802010912,1.2988889551462428,22.84913444519043,3.460756540298462,4647.31005859375,1638.209228515625,4927.59765625,Estimated,-19.417911529541016,16.32972501034476,99.1158527881462,-2.709060907363892,-4.68472104796416,108.62381023403124,-3.25551986694336,-6.1686326097607775,"Your gap wedge shot had a nice carry distance of about 99 yards, but you're losing some accuracy with a small hook to the left. Focus on keeping your club path straighter and aligning the clubface more square to your target. This should help reduce the sidespin and improve your consistency.",swing path drill,1.2077947,63.0,101.325,88 +5/30/24 23:01:13,Lauren,,Gap Wedge,60.88286039709374,,2.250322103500366,-13.30378246307373,-15.554104804992676,64.12296808987503,1.0532187165919682,34.07333755493164,-10.646453857421877,6314.65673828125,1073.865478515625,6405.31591796875,Estimated,-9.65134334564209,16.850999163207234,68.4444486272755,-14.58261775970459,-17.232654524076906,72.75485199531977,-14.654403686523438,-18.40612445436659,"Your gap wedge shot has a decent club speed, but the club face was significantly open at impact, causing the ball to veer left and gain extra spin. Focus on aligning the club face more square to your target at impact for better accuracy and distance control.",face alignment drill,1.2077947,63.0,101.325,88 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_0.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_0.csv new file mode 100644 index 0000000000..949201e6e3 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_0.csv @@ -0,0 +1,35 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +1/4/25 17:01:39,Brian,,7 Iron,74.0202231860161,2.68,5.99,10.18,4.19,100.3937049153983,1.3563010295592393,20.670000076293945,9.109999656677246,3501.38671875,-366.1570434570313,3520.47998046875,Measured,5.96999979019165,22.769027884048228,143.3070751580835,11.920000076293944,29.5931744194761,156.28827598402495,12.010000228881836,32.524058308632675,,,1.1509776,69.998,97.22,0 +1/4/25 17:02:08,Brian,,7 Iron,75.8545109772682,-3.13,3.87,5.76,1.89,100.17000616237785,1.320554372730666,18.059999465942383,5.21999979019165,3549.349365234375,61.95412063598633,3549.889892578125,Measured,-1.0,19.22572114945501,140.02623535724888,5.179999828338623,12.631233441803602,154.1666635761976,5.110000133514404,13.735783091726148,,,1.1509776,69.998,97.22,0 +1/4/25 17:02:52,Jason,,7 Iron,75.74266416072845,-4.96,7.18,5.95,-1.2299999999999995,87.15103739980805,1.1506201737883242,12.739999771118164,5.789999961853027,2423.862548828125,1189.5369873046875,2700.02001953125,Estimated,-26.13999938964844,6.791338429445773,91.80883042258029,0.9200000166893004,1.4654418142094272,122.10192292311784,-0.3499999940395355,-0.7545931515845936,,,1.1509776,69.998,97.22,0 +1/4/25 17:03:49,Herald,,7 Iron,75.98872715711593,4.53,5.91,5.2,-0.71,96.94882091799718,1.2758316206237237,14.489999771118164,5.010000228881836,4544.12060546875,-699.406982421875,4597.6298828125,Measured,8.75,13.976377259529386,124.94531574845314,8.289999961853027,18.011809755657623,138.9107534961522,8.550000190734863,20.65835394510032,,,1.1509776,69.998,97.22,0 +1/4/25 17:04:58,Jason,,7 Iron,77.08482595920563,7.36,3.77,3.15,-0.6200000000000001,102.56352735367,1.3305281042983486,,3.059999942779541,1918.6400146484373,0.0,1918.6400146484373,Measured,-0.0,,,,,,,,,,1.1509776,69.998,97.22,0 +1/4/25 17:05:42,Brian,,7 Iron,34.29223395109177,0.0,0.0,0.0,0.0,41.40569199501488,1.207436414147543,17.260000228881836,-2.190000057220459,3052.550048828125,0.0,3052.550048828125,Estimated,-0.0,2.00131232544193,23.61111060021221,-2.2100000381469727,-0.9076989933126144,29.046367786003657,-2.2100000381469727,-1.1154855114247653,,,1.1509776,69.998,97.22,0 +1/4/25 17:08:56,Jason,,7 Iron,75.7650335240364,-4.19,6.9,10.15,3.25,98.76074241790592,1.3035134787681992,19.32999992370605,9.199999809265137,5117.85595703125,573.155029296875,5149.85009765625,Measured,-6.389999866485596,21.795712743955846,133.79264307310586,7.320000171661377,17.03849461556524,143.50393422348498,7.090000152587891,17.71653575886785,,,1.1509776,69.998,97.22,0 +1/4/25 17:09:17,Brian,,7 Iron,76.39137569665908,2.79,3.26,6.68,3.42,104.35308324489417,1.36603225551622,15.020000457763672,5.889999866485596,3443.570556640625,-523.865234375,3483.18994140625,Measured,8.649999618530273,16.46981625908836,143.90856579234605,9.100000381469728,22.747155118092905,159.72222097474332,9.34000015258789,25.92956955803038,,,1.1509776,69.998,97.22,0 +1/4/25 17:09:48,Jason,,7 Iron,76.34663697004319,0.35,2.09,6.56,4.47,102.6306412461936,1.3442719328483803,14.199999809265137,5.650000095367432,5386.2978515625,-1082.1553955078125,5493.93017578125,Measured,11.359999656677246,16.611985065994418,135.00655446690325,10.56999969482422,24.770340079121297,146.5879149589182,10.880000114440918,27.66841481934489,,,1.1509776,69.998,97.22,0 +1/4/25 17:10:26,Lauren,,7 Iron,77.77827622175218,4.0,8.51,9.9,1.3900000000000006,99.7002515808872,1.2818521626351511,17.15999984741211,9.199999809265137,4462.1337890625,-68.5388412475586,4462.66015625,Measured,0.8799999952316284,18.76640349390209,135.8595798237502,10.130000114440918,23.895450299926097,147.85651035350566,10.09000015258789,25.907698877976827,,,1.1509776,69.998,97.22,0 +1/4/25 17:11:02,Brian,,7 Iron,78.15855539798736,-0.86,0.0,8.39,8.39,101.8924481610784,1.303663401175173,19.26000022888184,6.889999866485596,3065.061767578125,844.2586059570312,3179.2099609375,Measured,-15.399999618530272,20.822397603863465,151.7607177263617,1.8899999856948853,4.997812817669285,160.95799261908542,1.590000033378601,4.472878428676722,,,1.1509776,69.998,97.22,0 +1/4/25 17:11:34,Brian,,7 Iron,74.75841217517853,-7.65,5.18,12.54,7.359999999999999,101.0871497166745,1.3521842796741168,20.13999938964844,10.949999809265137,5946.2509765625,-999.3291015625,6029.64013671875,Measured,9.539999961853027,24.27821536053716,135.586176507014,16.34000015258789,38.13429345026316,143.70077660167226,16.459999084472656,40.71522142774165,,,1.1509776,69.998,97.22,0 +1/4/25 17:12:19,Herald,,7 Iron,77.06245659589769,2.03,8.51,12.66,4.15,102.42931663509262,1.329172740653914,19.489999771118164,11.460000038146973,5727.10986328125,-377.3823547363281,5739.52978515625,Measured,3.7699999809265137,24.35476795547902,139.04199009188414,14.270000457763672,34.262903569947184,147.76901928968437,14.260000228881836,36.40638665782808,,,1.1509776,69.998,97.22,0 +1/4/25 17:14:29,Brian,,7 Iron,69.5016117978096,-2.54,2.27,16.1,13.830000000000002,91.22226083919668,1.3125200765785927,21.96999931335449,13.510000228881836,2902.048583984375,-1132.044921875,3115.030029296875,Measured,21.309999465942383,18.274276689416183,122.7690276834428,20.6200008392334,43.23053110735418,137.79527163505554,21.209999084472656,49.85782900688946,,,1.1509776,69.998,97.22,0 +1/4/25 17:15:13,Jason,,7 Iron,72.34252093791963,-0.88,6.2,11.71,5.510000000000001,98.8502133858792,1.3664192525265608,21.020000457763672,10.399999618530272,3060.2841796875,906.4973754882812,3191.719970703125,Measured,-16.5,21.773839978000524,140.04811229500774,5.510000228881836,13.451443392012266,155.11810177853113,4.940000057220459,13.342081648137423,,,1.1509776,69.998,97.22,0 +1/4/25 17:15:53,Brian,,7 Iron,70.77666550636292,-1.14,8.74,11.95,3.209999999999999,79.03096466295028,1.1166245837880748,10.029999732971191,10.90999984741211,1329.18798828125,-763.39111328125,1532.81005859375,Estimated,29.8700008392334,2.8871391394590944,57.98337591403424,13.56999969482422,13.604548581895983,95.15529269308443,14.59000015258789,23.982939277845617,,,1.1509776,69.998,97.22,0 +1/4/25 17:16:35,Lauren,,7 Iron,75.60844798088073,-1.91,10.53,15.5,4.970000000000001,100.66213488578796,1.3313609467455625,21.75,14.050000190734863,3610.933837890625,54.833946228027344,3611.35009765625,Measured,-0.8700000047683716,24.71566025013476,144.29133711066245,14.84000015258789,36.964127588376414,156.51792542524345,14.699999809265137,39.73097199057338,,,1.1509776,69.998,97.22,0 +1/4/25 17:19:35,Jason,,7 Iron,72.23067412137985,-4.34,3.57,7.95,4.380000000000001,95.71850764270675,1.325178102060308,17.229999542236328,6.980000019073486,5281.81787109375,18.43709754943848,5281.85009765625,Measured,-0.2000000029802322,17.661853843979543,125.86394688775545,7.360000133514404,16.130795687437057,136.417316582495,7.309999942779541,17.355642421261223,,,1.1509776,69.998,97.22,0 +1/4/25 17:19:52,Jason,,7 Iron,72.49910648107527,-1.61,3.62,3.62,0.0,106.1202564609639,1.4637457151098114,17.81999969482422,3.430000066757202,2836.89111328125,1011.8453979492188,3011.93994140625,Measured,-19.6299991607666,20.01312195073069,159.23009834206096,-3.109999895095825,-8.639544913159682,169.236653059721,-3.470000028610229,-10.25809256909713,,,1.1509776,69.998,97.22,0 +1/4/25 17:20:10,Jason,,7 Iron,72.83464693069459,-0.42,3.71,8.62,4.909999999999999,101.1318894672786,1.3885134853953518,18.6299991607666,7.550000190734863,3741.154541015625,491.8680114746094,3773.35009765625,Measured,-7.489999771118164,20.713035859988626,142.0822336390138,5.300000190734863,13.134295586316284,155.18371590459356,5.039999961853027,13.626421347851306,,,1.1509776,69.998,97.22,0 +1/4/25 17:20:39,Jason,,7 Iron,78.42698775768281,-0.16,7.31,5.66,-1.6499999999999997,107.86507260158396,1.3753565664775562,20.65999984741211,5.559999942779541,3755.84765625,-218.5339508056641,3762.199951171875,Measured,3.3299999237060547,27.44969341749697,158.27864345251328,7.380000114440918,20.34120718235522,170.30838938890702,7.420000076293945,22.00349984872787,,,1.1509776,69.998,97.22,0 +1/4/25 17:21:10,Brian,,7 Iron,78.15855539798736,-1.22,3.08,8.78,5.699999999999999,103.70436966098714,1.3268460392201364,19.170000076293945,7.599999904632568,3519.8486328125,75.57413482666016,3520.659912109375,Measured,-1.2300000190734863,22.561240779276204,149.19071987415555,7.659999847412109,19.89282590977996,162.90463958648434,7.570000171661377,21.456693215255427,,,1.1509776,69.998,97.22,0 +1/4/25 17:21:44,Jason,,7 Iron,79.76914955615996,1.31,5.92,7.58,1.66,100.79635413760025,1.2636007115336798,16.489999771118164,6.96999979019165,5189.10693359375,556.3875732421875,5218.85009765625,Measured,-6.119999885559082,19.07261595957129,135.34558025330898,4.96999979019165,11.723534513675418,146.0629852632046,4.760000228881836,12.117234914313258,,,1.1509776,69.998,97.22,0 +1/4/25 17:21:47,Herald,,7 Iron,0.0,0.0,0.0,0.0,0.0,68.15944846335015,inf,,-3.9700000286102295,2198.419921875,0.0,2198.419921875,Estimated,-0.0,,,,,,,,,,1.1509776,69.998,97.22,0 +1/4/25 17:23:23,Lauren,,7 Iron,77.26378086566925,-5.61,11.67,15.48,3.810000000000001,104.12938449187368,1.3477127746688056,22.26000022888184,14.18000030517578,4497.3525390625,-15.698784828186035,4497.3798828125,Measured,0.2000000029802322,28.41207217461169,147.55029997373822,15.710000038146973,39.949691306519526,157.3381353754521,15.59000015258789,42.27908873321712,,,1.1509776,69.998,97.22,0 +1/4/25 17:26:45,Brian,,7 Iron,80.3731223654747,-2.1,4.78,8.31,3.53,108.44667229296738,1.3492902739280914,19.290000915527344,7.420000076293945,3568.644287109375,344.2499694824219,3585.2099609375,Measured,-5.510000228881836,25.40463569051326,159.28476565563687,5.829999923706055,16.163603793419156,173.32677268549196,5.610000133514404,16.94006925466806,,,1.1509776,69.998,97.22,0 +1/4/25 17:27:09,Lauren,,7 Iron,78.8520056605339,-3.03,5.14,11.55,6.410000000000001,101.62401819068872,1.2887943348986035,20.450000762939453,10.130000114440918,2752.31591796875,17.293537139892578,2752.3701171875,Measured,-0.3600000143051147,22.123795889678604,148.9391934951782,10.619999885559082,27.44969341749697,165.2012174347401,10.529999732971191,30.194662967836848,,,1.1509776,69.998,97.22,0 +1/4/25 17:27:30,Herald,,7 Iron,78.51646521091462,-1.22,7.83,5.65,-2.18,107.21635901767696,1.3655270742215322,15.399999618530272,5.619999885559082,5683.70947265625,371.5337524414063,5695.83984375,Measured,-3.740000009536743,21.259842493461065,146.11766926399469,4.389999866485596,11.187663220229751,155.99299572952987,4.260000228881836,11.581364663818476,,,1.1509776,69.998,97.22,0 +1/4/25 17:28:08,Brian,,7 Iron,80.64155472517012,-4.62,1.85,12.35,10.5,107.79795870906035,1.33675446953423,19.76000022888184,10.380000114440918,4219.5859375,5.891656398773193,4219.58984375,Measured,-0.0799999982118606,26.64041985026597,160.40025586034062,11.229999542236328,31.22265793691577,167.56342609627245,11.170000076293944,32.46937847964614,,,1.1509776,69.998,97.22,0 +1/4/25 17:28:22,Brian,,7 Iron,0.0,0.0,0.0,0.0,0.0,101.55691283140004,inf,16.780000686645508,-6.110000133514404,6115.06005859375,0.0,6115.06005859375,Estimated,-0.0,20.60367411611378,135.27995778363947,-6.599999904632568,-15.551180947982516,144.28039029817592,-6.559999942779541,-16.480751599115138,,,1.1509776,69.998,97.22,0 +1/4/25 17:28:34,Jason,,7 Iron,79.9928431892395,3.29,3.95,8.92,4.97,105.18074729798263,1.3148769702954048,11.369999885559082,7.820000171661377,4643.08349609375,-1079.6251220703125,4766.9501953125,Measured,13.09000015258789,12.915573141517484,135.20340518869762,12.949999809265137,30.30402262580992,150.73271858547923,13.399999618530272,34.93000833027213,,,1.1509776,69.998,97.22,0 +1/4/25 17:29:03,Jason,,7 Iron,71.96224176168442,-7.01,11.32,8.92,-2.4000000000000004,81.37974610363835,1.1308673008428731,8.890000343322754,8.739999771118164,1790.3812255859375,-561.4146118164062,1876.3399658203125,Estimated,17.40999984741211,2.777777656321973,61.70165851856473,10.640000343322754,11.395450325001775,100.01092992466693,11.350000381469728,19.68503880500793,,,1.1509776,69.998,97.22,0 +1/4/25 17:29:41,Brian,,7 Iron,75.58607861757278,-4.27,5.51,16.62,11.11,100.30422541419011,1.327019832867354,22.809999465942383,14.34000015258789,3475.936279296875,-348.1699523925781,3493.330078125,Measured,5.71999979019165,25.59055002932996,144.3460211114525,17.670000076293945,43.82108327273727,156.51792542524345,17.700000762939453,47.5831114091784,,,1.1509776,69.998,97.22,0 +1/4/25 17:30:34,Lauren,,7 Iron,72.34252093791963,-3.83,9.82,8.35,-1.4700000000000006,93.54867667120016,1.293135426556098,15.779999732971191,8.09000015258789,4527.4580078125,81.39838409423828,4528.18994140625,Measured,-1.0299999713897705,14.31539783118069,120.38495042775868,8.149999618530273,17.060367381520564,133.6286077579498,8.0600004196167,18.744530727946767,,,1.1509776,69.998,97.22,0 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_1.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_1.csv new file mode 100644 index 0000000000..eddcb541c4 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_1.csv @@ -0,0 +1,102 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +12/22/24 18:40:26,Jason,56,Sand Wedge,64.69219868659974,-1.21,5.89,12.4,6.510000000000001,62.54473776105988,0.9668049475958732,36.83000183105469,10.920000076293944,3531.64013671875,1483.8394775390625,3830.699951171875,Estimated,-22.790000915527344,17.322834315279124,68.68985079865752,6.199999809265137,7.414698179335517,75.60148214020137,5.659999847412109,7.458442668295277,,,1.1509776,69.998,97.22,0 +12/22/24 18:41:07,Brian,56,Sand Wedge,62.96975771188736,0.0,0.0,0.0,0.0,56.21420811557391,0.8927175545565401,28.81999969482422,31.8700008392334,3415.152099609375,-885.1264038085938,3527.989990234375,Estimated,14.529999732971191,9.394138129928706,56.353890310692805,36.06999969482422,33.18022668597996,66.16360265016556,36.27000045776367,39.14041982519029,,,1.1509776,69.998,97.22,0 +12/22/24 18:41:42,Lauren,56,Sand Wedge,59.90515493869782,0.0,4.14,20.61,16.47,66.19094636956197,1.1049290572288233,17.700000762939453,17.450000762939453,4888.67919921875,-2822.479736328125,5644.9599609375,Estimated,30.0,6.299212667910751,62.06255289912224,24.239999771118164,25.48118828545512,75.78740273672338,25.3799991607666,32.4803148626238,,,1.1509776,69.998,97.22,0 +12/22/24 18:42:17,Herald,56,Sand Wedge,57.55637179136277,-3.78,-2.04,0.35,2.39,63.90927028816259,1.1103769799776222,31.690000534057617,0.0299999993294477,5881.79248046875,-162.23863220214844,5884.02978515625,Estimated,1.5800000429153442,15.277777631246297,69.89282372357548,0.4699999988079071,0.5796150001922626,75.75458733008509,0.5,0.6671041084806433,,,1.1509776,69.998,97.22,0 +12/22/24 18:43:09,Brian,56,Sand Wedge,62.656586625576026,-7.86,9.07,7.44,-1.63,55.5878686735864,0.8871831624944565,34.88999938964844,7.25,5816.7685546875,156.38116455078125,5818.8701171875,Estimated,-1.5399999618530271,12.893700375562162,55.53368036048414,7.409999847412109,7.163167107079175,60.67366354948581,7.329999923706055,7.742781846533717,,,1.1509776,69.998,97.22,0 +12/22/24 18:44:06,Jason,56,Sand Wedge,0.0,0.0,0.0,0.0,0.0,60.30780143026459,inf,,32.11000061035156,4029.0400390625,0.0,4029.0400390625,Measured,-0.0,,,,,,,,,,1.1509776,69.998,97.22,0 +12/22/24 18:45:08,Jason,56,Sand Wedge,62.81317216873168,-1.92,1.61,0.0,-1.61,62.20919816476408,0.9903845963654696,12.279999732971191,26.90999984741211,1458.6812744140625,-842.169921875,1684.3399658203125,Estimated,30.0,2.405949239426292,40.474625174036646,29.450000762939453,19.89282590977996,67.60717182878852,30.399999618530277,34.20822374096065,,,1.1509776,69.998,97.22,0 +12/22/24 18:46:59,Herald,,Pitching Wedge,63.14871261835098,2.6,-7.28,0.74,8.02,49.70472373428902,0.78710589136927,12.829999923706056,-0.3100000023841858,3262.929931640625,-602.3923950195312,3318.070068359375,Estimated,10.460000038146973,1.7825896199054083,28.29177613366096,0.5600000023841858,0.2734033167362213,43.58048701903226,0.8700000047683716,0.6671041084806433,,,1.1509776,69.998,97.22,0 +12/22/24 18:47:50,Lauren,,Pitching Wedge,62.79080280542374,-5.48,6.67,2.8,-3.87,69.14370164355296,1.1011756269117243,19.690000534057617,3.140000104904175,4621.85400390625,742.7833251953125,4681.16015625,Estimated,-9.130000114440918,8.945756857353445,74.11416742966776,1.100000023841858,1.4216971948808066,86.73446553144458,0.7699999809265137,1.170166252993326,,,1.1509776,69.998,97.22,0 +12/22/24 18:48:23,Herald,,Pitching Wedge,65.63171194553375,-1.78,2.16,2.5,0.3399999999999998,85.74177365533615,1.3064076970366287,23.21999931335449,2.319999933242798,6931.80224609375,133.097412109375,6933.080078125,Estimated,-1.100000023841858,20.17716560949384,107.15223156644696,2.0999999046325684,3.9260715344665584,113.58267457238436,2.059999942779541,4.09011362880338,,,1.1509776,69.998,97.22,0 +12/22/24 18:49:16,Jason,,Pitching Wedge,67.91338700294494,-3.9,4.54,3.54,-1.0,78.24803182723099,1.1521738979656235,24.809999465942383,3.470000028610229,4815.63232421875,807.5886840820312,4882.8798828125,Estimated,-9.520000457763672,16.94006925466806,96.45668680709603,0.699999988079071,1.181102375233266,105.36963660141828,0.449999988079071,0.8202099502086639,,,1.1509776,69.998,97.22,0 +12/22/24 18:50:07,Brian,,Pitching Wedge,67.57784655332566,-0.68,5.75,2.64,-3.11,91.51306495150584,1.3541873501294972,21.989999771118164,2.890000104904175,6507.46240234375,571.6181030273438,6532.52001953125,Measured,-5.019999980926514,21.861328955920044,117.8368295133114,1.0700000524520874,2.1981626561297105,124.6937810258687,0.949999988079071,2.06692905888157,,,1.1509776,69.998,97.22,0 +12/22/24 18:50:50,Brian,,Pitching Wedge,67.33178355693818,-0.36,7.24,0.53,-6.71,90.26037753429593,1.3405315107681426,21.729999542236328,1.340000033378601,4966.275390625,50.27486801147461,4966.52978515625,Measured,-0.5799999833106995,20.12248369460553,118.97418831216692,1.2300000190734863,2.559054950785452,128.63079546175595,1.2100000381469729,2.712160922882333,,,1.1509776,69.998,97.22,0 +12/22/24 18:52:22,Brian,,Pitching Wedge,74.04259254932404,7.44,5.79,17.43,11.64,83.25877296283579,1.124471335972904,26.350000381469727,15.039999961853027,1766.6868896484375,758.2981567382812,1922.550048828125,Estimated,-23.229999542236328,18.624234686996036,112.82807874823813,10.479999542236328,20.52712152117192,129.37445281702276,9.760000228881836,21.91601087080835,,,1.1509776,69.998,97.22,0 +12/22/24 18:53:08,Brian,,Pitching Wedge,0.0,0.0,0.0,0.0,0.0,60.86703551296341,inf,14.880000114440918,-0.4199999868869781,3137.3798828125,0.0,3137.3798828125,Estimated,-0.0,3.8385825565470384,49.33289513937234,-0.4199999868869781,-0.3608923924323868,70.66929231367703,-0.4199999868869781,-0.5249343564003475,,,1.1509776,69.998,97.22,0 +12/22/24 18:54:15,Brian,,Pitching Wedge,70.82140423297882,-0.03,0.72,7.41,6.69,87.95633584421194,1.2419456631340562,23.799999237060547,6.179999828338623,6213.5380859375,1480.2735595703125,6387.43017578125,Estimated,-13.399999618530272,21.57698925620616,111.43919357040522,1.409999966621399,2.734033167362213,118.23053095690013,1.100000023841858,2.2637793895693505,,,1.1509776,69.998,97.22,0 +12/22/24 18:55:06,Jason,,Pitching Wedge,69.4568730711937,1.46,0.17,3.78,3.61,89.34323397999924,1.2863123551275035,18.450000762939453,3.130000114440918,7993.08642578125,2263.322265625,8307.349609375,Estimated,-15.8100004196167,16.90726114868596,108.5848622761905,-3.130000114440918,-5.938319851779568,115.83551523233656,-3.5199999809265137,-7.108486235141754,,,1.1509776,69.998,97.22,0 +12/22/24 18:55:57,Lauren,,Pitching Wedge,0.0,0.0,0.0,0.0,0.0,52.47852427248108,inf,7.920000076293945,-3.0299999713897705,2612.4599609375,0.0,2612.4599609375,Estimated,-0.0,0.7983377057287839,21.084864537622025,-3.039999961853028,-1.1154855114247653,29.702536163350945,-3.039999961853028,-1.574803166977688,,,1.1509776,69.998,97.22,0 +12/22/24 18:56:07,Herald,,Pitching Wedge,70.44112505674362,-1.51,2.94,4.44,1.5000000000000004,94.6895189785173,1.3442363236282848,24.530000686645508,4.010000228881836,5793.31396484375,2145.31103515625,6177.77001953125,Measured,-20.31999969482422,25.74365730511545,123.04243100017902,-4.269999980926514,-9.153542919174583,129.75721579173205,-4.679999828338623,-10.586176757770772,,,1.1509776,69.998,97.22,0 +12/22/24 18:58:51,Jason,,8 Iron,0.0,0.0,0.0,0.0,0.0,92.13940439349336,inf,,-0.4900000095367431,960.794677734375,-554.7149658203125,1109.4300537109375,Measured,30.0,,,,,,,,,,1.1509776,69.998,97.22,0 +12/22/24 18:59:39,Lauren,,8 Iron,65.74355876207352,6.39,-14.14,2.37,16.51,82.498214269036,1.2548486242978985,1.6299999952316284,0.1800000071525573,1132.847900390625,-654.0499267578125,1308.0999755859375,Estimated,30.0,0.0984251979361054,11.843831597577037,0.6200000047683716,0.1312335891000868,48.96106646173894,0.959999978542328,0.8202099502086639,,,1.1509776,69.998,97.22,0 +12/22/24 19:00:08,Herald,,8 Iron,65.31854085922241,-3.79,-2.78,2.14,4.92,84.91410106901276,1.299999968646324,15.6899995803833,1.409999966621399,4302.58984375,-465.8912658691406,4327.740234375,Estimated,6.179999828338623,10.73928194765449,101.17016566128132,3.2300000190734863,5.697725162500888,116.10891854907275,3.440000057220459,6.966316385284813,,,1.1509776,69.998,97.22,0 +12/22/24 19:00:18,Herald,,8 Iron,0.0,0.0,0.0,0.0,0.0,90.01432170582575,inf,19.65999984741211,2.819999933242798,5801.9375,-3349.749755859375,6699.5,Measured,30.0,16.46981625908836,109.48162482134104,14.119999885559082,26.70603606223017,118.74453052734134,14.960000038146973,30.65398062338977,,,1.1509776,69.998,97.22,0 +12/22/24 19:00:48,Lauren,,8 Iron,67.891017639637,-2.27,-1.35,3.55,4.9,86.43521845661235,1.2731466026243308,12.68000030517578,2.75,3294.124755859375,-1215.9200439453125,3511.3701171875,Estimated,20.26000022888184,7.327208679940554,93.70078504558204,7.420000076293945,12.09536319130882,118.89763571722506,8.399999618530273,17.366578804238884,,,1.1509776,69.998,97.22,0 +12/22/24 19:01:41,Brian,,8 Iron,73.12544865369796,-7.23,-3.8,4.99,8.79,96.41195244398295,1.318445961276265,17.40999984741211,3.619999885559082,6109.50732421875,-250.72348022460935,6114.64990234375,Measured,2.3499999046325684,18.755467110924428,126.01706042124624,4.860000133514404,10.684602118667954,135.22528212645648,4.900000095367432,11.548556557836378,,,1.1509776,69.998,97.22,0 +12/22/24 19:02:11,Brian,,8 Iron,69.52398116111755,5.82,-1.12,7.38,8.5,95.3158584205048,1.3709781406162025,21.32999992370605,5.920000076293945,7087.4755859375,-202.92306518554688,7090.3798828125,Measured,1.6399999856948853,23.512685239315037,123.31583431691524,7.28000020980835,15.627733542924377,129.51661953802704,7.269999980926514,16.393262621195618,,,1.1509776,69.998,97.22,0 +12/22/24 19:02:25,Jason,,8 Iron,0.0,0.0,0.0,0.0,0.0,59.63672223767298,inf,,2.309999942779541,2260.610107421875,0.0,2260.610107421875,Estimated,-0.0,,,,,,,,,,1.1509776,69.998,97.22,0 +12/22/24 19:02:48,Herald,,8 Iron,69.18844071149826,-2.53,0.82,5.56,4.739999999999999,82.4534745184319,1.191723265772763,19.57999992370605,4.670000076293945,3004.70361328125,12.586146354675291,3004.72998046875,Estimated,-0.2399999946355819,12.79527501466498,102.8871381566405,4.789999961853027,8.595800424199922,118.0774257670164,4.760000228881836,9.787838530566546,,,1.1509776,69.998,97.22,0 +12/22/24 19:03:50,Brian,,7 Iron,68.09234190940857,-6.12,-4.75,3.72,8.47,94.6224050859937,1.3896188974067196,16.6299991607666,2.4600000381469727,3725.01806640625,-984.8877563476562,3853.02001953125,Measured,14.8100004196167,14.720034614796193,123.25021184724574,7.269999980926514,15.594925436942276,137.64216644517182,7.730000019073486,18.51487294312119,,,1.1509776,69.998,97.22,0 +12/22/24 19:04:21,Herald,,7 Iron,72.14119666814804,4.35,1.35,-2.87,-4.220000000000001,104.57677346467972,1.449612403100775,18.010000228881836,-2.190000057220459,2718.3671875,-1569.4498291015625,3138.89990234375,Measured,30.0,18.59142553806305,144.4553724258185,7.110000133514404,17.869640948751567,161.24234274830815,8.100000381469727,22.725284438039356,,,1.1509776,69.998,97.22,0 +12/22/24 19:04:54,Jason,,7 Iron,74.37813299894333,-2.93,0.71,0.33,-0.3799999999999999,109.43092120655274,1.471278140419408,16.860000610351562,0.3600000143051147,5756.22021484375,1091.8116455078125,5858.85009765625,Measured,-10.739999771118164,24.387575018510237,150.0109298243642,-4.610000133514404,-12.05161870234906,159.3613265941858,-4.869999885559082,-13.517059603976463,,,1.1509776,69.998,97.22,0 +12/22/24 19:05:38,Brian,,7 Iron,78.15855539798736,-1.1,0.95,3.14,2.1900000000000004,109.94542407188236,1.406697238863163,15.670000076293944,2.700000047683716,5337.85693359375,537.4939575195312,5364.85009765625,Measured,-5.75,22.725284438039356,152.39501542365542,0.3300000131130218,0.8858267488327343,162.90463958648434,0.1599999964237213,0.4702537126084323,,,1.1509776,69.998,97.22,0 +12/22/24 19:07:53,Herald,,7 Iron,74.98210580825807,-0.84,3.48,-0.6,-4.08,106.0531511016752,1.4143794703881891,14.829999923706056,-0.0599999986588954,3110.28369140625,776.6340942382812,3205.780029296875,Measured,-14.020000457763672,16.218284665356578,146.76289708656077,-4.579999923706055,-11.734469853702194,163.6264116603852,-5.039999961853027,-14.381014043144887,,,1.1509776,69.998,97.22,0 +12/22/24 19:08:36,Herald,,7 Iron,76.27952888011933,-0.14,0.43,2.21,1.78,107.10451390778417,1.4041056031705346,17.34000015258789,1.870000004768372,3504.862060546875,377.6554870605469,3525.14990234375,Measured,-6.150000095367432,21.47856389530898,154.4947508937239,-0.2800000011920929,-0.7545931515845936,168.7117233640074,-0.4699999988079071,-1.3888888281609866,,,1.1509776,69.998,97.22,0 +12/22/24 19:09:17,Herald,,7 Iron,78.18092476129533,0.52,-1.21,-1.02,0.1899999999999999,79.85862871603877,1.021459249297266,4.730000019073486,-0.9900000095367432,2410.574951171875,-23.56133079528809,2410.68994140625,Estimated,0.5600000023841858,0.9514435474568046,40.06998943337203,-0.949999988079071,-0.6671041084806433,89.0310600669145,-0.9200000166893004,-1.4326333171207466,,,1.1509776,69.998,97.22,0 +12/22/24 19:09:54,Brian,,7 Iron,74.73604281187056,0.86,-1.29,0.32,1.61,94.73425019588647,1.2675845098509757,0.5699999928474426,0.1000000014901161,999.99755859375,-42.96139526367188,1000.9199829101562,Estimated,2.4600000381469727,0.0109361324250072,28.871389830164617,0.1700000017881393,0.0874890594000579,28.871389830164617,0.1700000017881393,0.0874890594000579,,,1.1509776,69.998,97.22,0 +12/22/24 19:11:04,Jason,,6 Iron,76.03346588373185,5.63,1.62,5.28,3.66,106.25447571277618,1.3974698440717856,17.229999542236328,4.539999961853027,4362.5087890625,-653.5382080078125,4411.18994140625,Measured,8.520000457763672,21.872265338897705,149.14698268585198,8.3100004196167,21.5660528732285,161.373571000433,8.520000457763672,23.90638668290376,,,1.1509776,69.998,97.22,0 +12/22/24 19:11:43,Jason,,6 Iron,80.61918536186218,0.91,-4.98,2.9,7.880000000000001,104.95704854496216,1.3018867416466513,14.40999984741211,1.7599999904632568,2709.243896484375,-230.83518981933597,2719.06005859375,Measured,4.869999885559082,14.687226508814092,144.65223149121994,3.2300000190734863,8.15835501312688,164.89500705497267,3.390000104904175,9.765966807562108,,,1.1509776,69.998,97.22,0 +12/22/24 19:12:29,Jason,,6 Iron,72.90175502061845,1.06,0.46,0.95,0.4899999999999999,108.02165746208084,1.4817428940020665,11.920000076293944,0.8399999737739563,5182.45751953125,2418.822265625,5719.14013671875,Measured,-25.020000457763672,14.50131216999739,137.3906317225874,-9.010000228881836,-21.511373044241964,150.52492939480544,-9.880000114440918,-25.820209900057307,,,1.1509776,69.998,97.22,0 +12/22/24 19:16:02,Lauren,,7 Iron,66.10146857500077,-5.27,-11.06,7.37,18.43,96.0987827229892,1.453807075616672,18.11000061035156,4.670000076293945,3091.734130859375,70.1612548828125,3092.530029296875,Measured,-1.2999999523162842,16.81977217076644,131.5835479450643,4.5,10.312773441034553,147.34251078306443,4.429999828338623,11.373577559046453,,,1.1509776,69.998,97.22,0 +12/22/24 19:16:50,Herald,,7 Iron,70.37401696681977,0.0,-20.0,9.38,29.380000000000003,89.85772831209397,1.276859445929603,15.760000228881836,5.199999809265137,4549.0546875,839.0118408203125,4625.77978515625,Measured,-10.449999809265137,12.74059414272756,111.7891494820833,2.0899999141693115,4.0682413843235,125.36088578619363,1.7100000381469729,3.7401574563875775,,,1.1509776,69.998,97.22,0 +12/22/24 19:22:13,Lauren,,7 Iron,79.70204146623612,-2.8,-13.51,6.66,20.17,85.07068592950964,1.067358932901961,12.630000114440918,3.7799999713897705,5335.62939453125,-382.4626770019531,5349.31982421875,Estimated,4.099999904632568,8.40988608538322,95.52711719891433,5.099999904632568,8.486439201800522,111.30795697467327,5.25,10.17060359117761,,,1.1509776,69.998,97.22,0 +12/22/24 19:23:15,Lauren,,7 Iron,64.82641486644745,0.22,0.65,8.68,8.03,83.8851124048233,1.2939958592132506,18.21999931335449,7.210000038146973,1879.31494140625,-11.480223655700684,1879.3499755859373,Estimated,0.3499999940395355,10.793962819591911,102.3184545854092,7.460000038146973,13.276465436173224,123.97200060836076,7.429999828338623,16.032370326539876,,,1.1509776,69.998,97.22,0 +12/22/24 19:23:56,Jason,,7 Iron,63.707946701049806,-9.62,10.97,0.8,-10.17,78.71778640872162,1.2356038843647816,12.479999542236328,2.0299999713897705,1805.1953125,4.095865249633789,1805.199951171875,Estimated,-0.1299999952316284,4.790026234372704,73.04243110048174,2.039999961853028,2.602799700482933,106.49605693139438,2.0299999713897705,3.7620297008674575,,,1.1509776,69.998,97.22,0 +12/22/24 19:24:37,Lauren,,7 Iron,66.52648647785186,-0.81,-1.68,5.1,6.779999999999999,97.30673038959505,1.4626765299260256,15.9399995803833,3.9800000190734863,5467.0615234375,1331.7149658203125,5626.919921875,Measured,-13.6899995803833,16.611985065994418,126.0936130161881,-1.100000023841858,-2.416885361666232,137.08442134281995,-1.5199999809265137,-3.641732095490397,,,1.1509776,69.998,97.22,0 +12/22/24 19:25:50,Jason,,7 Iron,70.35164760351181,0.81,5.27,-0.08,-5.35,103.83858037956452,1.4759935824783883,15.359999656677246,0.5899999737739563,4257.96142578125,2367.031494140625,4871.66015625,Measured,-29.06999969482422,16.37139089819118,134.4925632400691,-10.020000457763672,-23.39238711246253,147.6377910375595,-10.979999542236328,-28.11679609192015,,,1.1509776,69.998,97.22,0 +12/22/24 19:26:37,Brian,,7 Iron,75.22816880464555,0.86,2.89,10.05,7.16,95.76324739331083,1.2729706028335122,21.26000022888184,8.619999885559082,2790.293701171875,612.975341796875,2856.830078125,Measured,-12.390000343322754,20.2537182044357,141.765093133974,5.099999904632568,12.598425335821505,151.03892896524667,4.860000133514404,12.78433863168732,,,1.1509776,69.998,97.22,0 +12/22/24 19:27:12,Herald,,7 Iron,74.8255202651024,0.59,1.22,8.02,6.8,102.36220274256902,1.3680119079681077,21.09000015258789,6.739999771118164,2693.314697265625,48.422637939453125,2693.75,Measured,-1.0299999713897705,23.370516432408976,158.62860770779844,6.789999961853027,18.755467110924428,167.63997034760723,6.75,19.6959751879856,,,1.1509776,69.998,97.22,0 +12/22/24 19:28:27,Herald,4 Hybrid,4 Hybrid,80.3731223654747,9.02,0.91,-9.33,-10.24,53.61936231318077,0.6671305124785553,20.3799991607666,-7.550000190734863,999.9995727539062,577.3499145507812,1154.699951171875,Estimated,-30.0,4.319772456579841,42.67279017680585,-9.729999542236328,-7.206911596038935,61.942254772269735,-10.380000114440918,-11.165791497225314,,,1.1509776,69.998,97.22,0 +12/22/24 19:29:01,Lauren,4 Hybrid,4 Hybrid,77.62169067859651,3.31,3.28,1.81,-1.4699999999999998,113.41267367796809,1.461095122851281,14.470000267028809,1.899999976158142,2371.41259765625,157.09332275390625,2376.610107421875,Measured,-3.7899999618530273,17.235345337359604,165.80270806900262,0.8600000143051147,2.493438217345812,187.17190396273145,0.7300000190734863,2.373140872706472,,,1.1509776,69.998,97.22,0 +12/22/24 19:29:37,Herald,4 Hybrid,4 Hybrid,78.62831202745437,2.58,2.15,-2.09,-4.24,109.56514045836502,1.3934566014860976,5.230000019073486,-1.4500000476837158,2195.80712890625,-41.01150894165039,2196.18994140625,Measured,1.0700000524520874,3.149606333955376,99.6172284810782,-1.2899999618530271,-2.2419071450894705,155.54461028515107,-1.2200000286102295,-3.313648167554476,,,1.1509776,69.998,97.22,0 +12/22/24 19:30:15,Herald,4 Hybrid,4 Hybrid,78.06907794475555,2.4,-1.04,-7.83,-6.79,80.95472273951691,1.0369627113670197,5.0,-6.559999942779541,3897.77685546875,43.5403938293457,3898.02001953125,Estimated,-0.6399999856948853,1.4216971948808066,51.377950780454285,-6.679999828338623,-5.971128479237109,93.18678547514082,-6.699999809265137,-10.87051541453377,,,1.1509776,69.998,97.22,0 +12/22/24 19:33:00,Jason,,Pitching Wedge,67.06335119724274,-0.65,-1.92,0.13,2.05,84.39960673691803,1.2585056551779965,20.729999542236328,-0.1299999952316284,5374.16650390625,-138.8502960205078,5375.9599609375,Estimated,1.4800000190734863,16.28390192027166,105.78521498276586,0.3700000047683716,0.6780402307205833,115.69334851133226,0.4099999964237213,0.831146072448604,,,1.1509776,69.998,97.22,0 +12/22/24 19:33:22,Lauren,,Pitching Wedge,65.90014430522919,1.98,-2.63,2.06,4.69,85.00358057022095,1.2898845892735913,26.299999237060547,1.3600000143051147,4497.53857421875,381.6216430664063,4513.7001953125,Estimated,-4.849999904632568,21.981627082772548,110.80489587311148,-0.209999993443489,-0.415573036224302,119.88188932619688,-0.3400000035762787,-0.7108485974404033,,,1.1509776,69.998,97.22,0 +12/22/24 19:33:42,Brian,,Pitching Wedge,69.83715224742889,-0.57,4.21,-1.43,-5.64,88.29187970712519,1.264253722636231,24.1299991607666,-0.6499999761581421,5566.89453125,411.73779296875,5582.10009765625,Estimated,-4.230000019073486,22.025370528781423,114.35913899068235,-2.3399999141693115,-4.680665011973304,122.1456684550285,-2.430000066757202,-5.172790773508325,,,1.1509776,69.998,97.22,0 +12/22/24 19:34:18,Lauren,,Pitching Wedge,73.03597120046615,1.82,-1.38,4.23,5.61,92.02755928360055,1.260030609177594,20.51000022888184,3.299999952316284,6012.64208984375,920.0635375976562,6082.6298828125,Measured,-8.699999809265137,20.12248369460553,119.1163550331712,0.0799999982118606,0.1640419965601758,127.23096347143655,-0.1400000005960464,-0.3171478382881965,,,1.1509776,69.998,97.22,0 +12/22/24 19:34:41,Brian,,Pitching Wedge,72.85701629400253,-0.54,5.82,3.78,-2.0400000000000005,89.23138887010646,1.2247466806769554,24.950000762939453,3.839999914169312,5943.662109375,2266.0986328125,6361.0,Estimated,-20.8700008392334,23.009624137753235,113.18897312879562,-4.21999979019165,-8.33333296896592,119.59754754058122,-4.639999866485596,-9.667541446664927,,,1.1509776,69.998,97.22,0 +12/22/24 19:35:26,Jason,,Pitching Wedge,70.46349442005157,4.03,4.78,4.82,0.04,85.65229415412796,1.2155555846199158,26.15999984741211,4.559999942779541,5548.14404296875,1345.3125,5708.919921875,Estimated,-13.630000114440918,22.506560950289668,108.78171299798488,-0.1899999976158142,-0.3608923924323868,116.01049735997913,-0.5,-1.017060346080875,,,1.1509776,69.998,97.22,0 +12/22/24 19:35:59,Brian,,Pitching Wedge,68.76342280864715,-0.53,5.4,-1.1,-6.5,91.42358545029764,1.3295380264113457,20.34000015258789,-0.2300000041723251,5110.55517578125,1474.1197509765625,5318.91015625,Measured,-16.09000015258789,18.744530727946767,118.46018874172567,-6.230000019073486,-12.860892269580065,128.018366358614,-6.639999866485596,-14.807523592715713,,,1.1509776,69.998,97.22,0 +12/22/24 19:36:22,Brian,,Pitching Wedge,67.75680145978927,-1.66,5.86,0.83,-5.03,91.31174034040488,1.3476394749034075,24.229999542236328,1.409999966621399,5067.57080078125,1630.9222412109375,5323.5498046875,Measured,-17.84000015258789,23.15179294465929,119.57567060282236,-5.409999847412109,-11.264216858122497,127.8980682317615,-5.820000171661377,-12.959317630477244,,,1.1509776,69.998,97.22,0 +12/22/24 19:36:48,Lauren,,Pitching Wedge,70.17269269704819,-1.36,8.21,6.76,-1.450000000000001,89.45508762312693,1.274784879772611,23.459999084472656,6.579999923706055,6982.40380859375,1990.3074951171875,7260.52978515625,Estimated,-15.90999984741211,22.211284867598124,112.04067586106066,0.5299999713897705,1.038932590560755,117.97899623431567,0.2000000029802322,0.415573036224302,,,1.1509776,69.998,97.22,0 +12/22/24 19:37:08,Lauren,,Pitching Wedge,70.50823314666748,1.81,6.23,5.66,-0.5700000000000003,85.29438468253011,1.209708155714316,23.940000534057617,5.429999828338623,6083.69677734375,2019.060546875,6409.990234375,Estimated,-18.36000061035156,19.969378504721817,106.24453055241702,-1.100000023841858,-2.03412069216175,113.26552572373748,-1.5199999809265137,-3.0074364840984344,,,1.1509776,69.998,97.22,0 +12/22/24 19:37:27,Herald,,Pitching Wedge,68.7410534453392,-1.78,6.28,2.93,-3.35,92.07229903420466,1.339407739909278,23.40999984741211,3.190000057220459,5463.46533203125,1066.93896484375,5566.669921875,Measured,-11.050000190734863,23.21740915662349,120.92081859235168,-0.949999988079071,-1.9903762032019896,129.0573039683759,-1.2100000381469729,-2.723097045122273,,,1.1509776,69.998,97.22,0 +12/22/24 19:37:51,Brian,,Pitching Wedge,67.891017639637,-1.54,5.68,-2.58,-8.26,93.63815617240834,1.3792421947397548,21.649999618530277,-1.409999966621399,5016.951171875,2073.98681640625,5428.740234375,Measured,-22.459999084472656,20.898950198805323,122.1456684550285,-10.1899995803833,-21.609798405139145,131.1898465014756,-10.739999771118164,-24.44225693339854,,,1.1509776,69.998,97.22,0 +12/22/24 19:38:23,Jason,,Pitching Wedge,64.4685050535202,-3.84,7.68,8.87,1.1899999999999995,87.84449073431915,1.3625954357308698,24.350000381469727,8.25,7357.27001953125,-218.35867309570312,7360.509765625,Estimated,1.7000000476837158,22.637795460119836,109.77689673222903,9.869999885559082,18.81014902581273,115.25590153583288,9.84000015258789,19.6959751879856,,,1.1509776,69.998,97.22,0 +12/22/24 19:38:44,Herald,,Pitching Wedge,65.56460385560989,-4.78,5.95,4.08,-1.87,82.40873476782781,1.256908910016646,25.549999237060547,4.099999904632568,4802.5888671875,310.5694885253906,4812.6201171875,Estimated,-3.700000047683716,19.90376229275762,104.99781209558842,3.1700000762939453,5.796150523398069,114.02012154788372,3.049999952316284,6.058617457156629,,,1.1509776,69.998,97.22,0 +12/22/24 19:41:22,Herald,,7 Iron,67.42126101016999,-5.39,7.97,10.01,2.04,83.1469193197081,1.2332447965808,17.84000015258789,9.220000267028809,1417.434814453125,384.5772399902344,1468.6800537109375,Estimated,-15.18000030517578,9.547243319812424,97.56123854292036,7.110000133514404,12.073490425353498,121.77383560559156,6.630000114440918,14.05293089742213,,,1.1509776,69.998,97.22,0 +12/22/24 19:41:55,Jason,,7 Iron,70.53060250997544,-0.19,0.22,7.26,7.04,92.72101261811169,1.3146210200741977,19.479999542236328,5.989999771118164,2063.523193359375,-253.36880493164065,2079.02001953125,Measured,7.0,15.474627310089772,126.44356892786618,7.860000133514404,17.290026209297025,146.40200270600326,8.050000190734863,20.494312372238937,,,1.1509776,69.998,97.22,0 +12/22/24 19:42:28,Lauren,,7 Iron,73.50572782993316,-0.96,2.45,4.97,2.52,100.10290080308914,1.3618381010346927,17.610000610351562,4.389999866485596,3444.346923828125,-855.5801391601562,3549.02001953125,Measured,13.949999809265137,18.033682521612945,137.76246457202433,9.31999969482422,22.309710228495305,152.46062954971785,9.729999542236328,25.75459160219134,,,1.1509776,69.998,97.22,0 +12/22/24 19:42:52,Herald,,7 Iron,70.75429614305496,0.35,5.28,5.4,0.1200000000000001,86.14441434430319,1.2175149643228962,15.079999923706056,5.099999904632568,3507.921875,1366.2711181640625,3764.60009765625,Estimated,-21.280000686645508,9.689413169669365,99.93437732972508,-0.2000000029802322,-0.3499562376002316,117.01661956310272,-1.0199999809265137,-2.07786518112151,,,1.1509776,69.998,97.22,0 +12/22/24 19:43:22,Lauren,,7 Iron,75.40712371110916,-3.32,3.3,9.22,5.920000000000001,90.3498570355041,1.1981607650444508,19.239999771118164,7.989999771118164,2500.898681640625,-282.2887878417969,2516.780029296875,Measured,6.440000057220459,14.905948953612892,120.62554668146367,9.960000038146973,20.85520466689468,137.47812278640868,10.109999656677246,24.125108084751677,,,1.1509776,69.998,97.22,0 +12/22/24 19:43:50,Brian,,7 Iron,75.2505381679535,1.45,1.33,7.16,5.83,94.82372969709468,1.2601069973141628,19.350000381469727,6.050000190734863,5371.29296875,75.9399185180664,5371.830078125,Measured,-0.8100000023841858,19.92563297281117,125.79833276169302,6.199999809265137,13.571740475913884,135.36744884746076,6.130000114440918,14.45756768103763,,,1.1509776,69.998,97.22,0 +12/22/24 19:44:34,Lauren,,7 Iron,74.69130408525467,0.72,0.85,7.01,6.16,99.81209669077998,1.3363282099995435,16.889999389648438,5.860000133514404,3677.303466796875,188.8580780029297,3682.14990234375,Measured,-2.940000057220459,17.618110397970668,137.21565793855189,5.170000076293945,12.368766508045042,151.35606947028646,5.039999961853027,13.309273542155324,,,1.1509776,69.998,97.22,0 +12/22/24 19:45:01,Lauren,,7 Iron,74.80315090179442,3.06,2.77,4.83,2.06,104.6438788239684,1.3989234084717963,14.31999969482422,4.320000171661377,4779.77587890625,-11.679218292236328,4779.7900390625,Measured,0.1400000005960464,17.497812271118164,141.8416373853088,4.630000114440918,11.439194813961535,154.30883864080897,4.599999904632568,12.39063823104948,,,1.1509776,69.998,97.22,0 +12/22/24 19:47:28,Lauren,,Driver,79.74678019285201,-7.7,-11.08,-8.54,2.540000000000001,110.66124301507809,1.387657818252542,1.5800000429153442,-8.399999618530273,2081.051025390625,-291.7319030761719,2101.39990234375,Estimated,7.980000019073486,0.3937007917444219,46.18328776246608,-7.849999904632568,-6.31014852941297,128.8276461835503,-7.489999771118164,-16.786964064784343,,,1.1509776,69.998,97.22,0 +12/22/24 19:48:19,Herald,,Driver,107.32820515155792,-8.41,-12.43,-0.16,12.27,128.86990338243413,1.200708641316206,10.619999885559082,-1.6799999475479126,3228.272705078125,20.847566604614254,3228.340087890625,Measured,-0.3700000047683716,19.181977703446137,192.1150406017423,-1.899999976158142,-6.37576526285261,211.0564303950905,-1.909999966621399,-7.020997257222234,,,1.1509776,69.998,97.22,0 +12/22/24 19:48:55,Brian,,Driver,88.73926424264909,0.66,1.12,-2.27,-3.39,123.16571744555311,1.3879506270050672,12.3100004196167,-1.7300000190734863,4983.013671875,-510.54974365234375,5009.10009765625,Measured,5.849999904632568,23.56736506830157,176.4545072964429,0.9200000166893004,2.832458267521673,188.34207816822527,1.090000033378601,3.587051484290697,,,1.1509776,69.998,97.22,0 +12/22/24 19:49:45,Herald,,Driver,88.8287416958809,-2.03,3.52,-7.24,-10.76,127.23694088494176,1.4323848166234006,9.09000015258789,-5.5,1336.580322265625,771.6749267578125,1543.3499755859375,Measured,-30.0,8.0271215462476,150.04373688739545,-10.43000030517578,-27.176290100760752,208.74890573434823,-11.84000015258789,-42.83682966376546,,,1.1509776,69.998,97.22,0 +12/22/24 19:50:35,Brian,,Driver,122.60648029088976,0.0,0.0,0.0,0.0,127.25930649362635,1.0379492681928195,15.869999885559082,-2.490000009536743,2052.1669921875,-348.5719299316406,2081.56005859375,Measured,9.640000343322754,24.4531933163762,204.41818985487225,0.4099999964237213,1.4545056919694872,225.4702452435613,0.6899999976158142,2.712160922882333,,,1.1509776,69.998,97.22,0 +12/22/24 19:51:19,Lauren,,Driver,91.6696508359909,2.24,-3.5,-3.81,-0.31,122.6512231134584,1.3379697860189042,13.760000228881836,-3.569999933242798,4413.89453125,-1500.03369140625,4661.81982421875,Measured,18.770000457763672,24.037619106832157,175.6780345345378,4.679999828338623,14.337269554185127,188.8123238631488,5.260000228881836,17.3009615493238,,,1.1509776,69.998,97.22,0 +12/22/24 19:52:13,Lauren,,Driver,90.68539885044098,1.92,0.65,-4.5,-5.15,117.88654633955866,1.2999506848283042,12.289999961853027,-3.619999885559082,2959.192626953125,-1570.781494140625,3350.25,Measured,27.959999084472656,15.573052670986954,161.45013193898194,5.570000171661377,15.682414414861796,180.5446102349997,6.599999904632568,20.73490654004217,,,1.1509776,69.998,97.22,0 +12/22/24 19:52:47,Brian,,Driver,88.09055270671846,-0.02,3.49,-17.66,-21.15,117.70758733714229,1.3362112476354688,9.399999618530272,-14.06999969482422,1017.1295776367188,587.2399291992188,1174.47998046875,Measured,-30.0,6.080489701636509,122.12379151726964,-17.530000686645508,-36.789149632537374,186.2970266989469,-18.709999084472656,-59.75502823837997,,,1.1509776,69.998,97.22,0 +12/22/24 19:53:36,Jason,,Driver,82.16267143011092,2.44,0.49,-1.0,-1.49,112.00340140026128,1.363190843855819,13.630000114440918,-0.7599999904632568,4886.4443359375,-2821.189697265625,5642.3798828125,Measured,30.0,17.72747005594374,145.8005287589549,11.609999656677246,29.3416438686952,157.93962600971463,12.579999923706056,34.40507237685324,,,1.1509776,69.998,97.22,0 +12/22/24 19:54:08,Jason,,Driver,85.29438229322434,0.28,-5.42,-6.49,-1.0700000000000005,114.91141692364818,1.3472331217383888,18.0,-6.010000228881836,1598.2537841796875,-885.926513671875,1827.3699951171875,Measured,29.0,20.41775977729708,172.48468579752443,0.9900000095367432,2.9746281173786144,194.55379351460945,1.830000042915344,6.211723168515789,,,1.1509776,69.998,97.22,0 +12/22/24 19:54:42,Brian,,Driver,87.3076249909401,2.01,-5.65,-1.92,3.73,114.32981723226476,1.309505524221152,17.170000076293945,-2.2799999713897705,1879.8466796875,-1085.329833984375,2170.659912109375,Measured,30.0,19.531933615124217,167.47593503245116,5.769999980926514,16.84164389377088,188.735779611814,6.710000038146973,22.058179677714406,,,1.1509776,69.998,97.22,0 +12/22/24 19:55:17,Herald,,Driver,90.23801158428194,6.04,-5.76,-3.3,2.46,122.36041900114924,1.3559742380500608,13.949999809265137,-3.430000066757202,3228.869384765625,-626.458984375,3289.080078125,Measured,10.979999542236328,22.473751801356684,183.6832916584372,0.6399999856948853,2.04505681440169,200.8420697995425,1.0099999904632568,3.532370873090997,,,1.1509776,69.998,97.22,0 +12/22/24 19:55:58,Herald,,Driver,92.3854704618454,5.16,-8.96,-24.03,-15.07,63.39477595606786,0.6861985509101185,7.619999885559082,-20.86000061035156,9771.7392578125,-462.5328063964844,9782.6796875,Estimated,2.7100000381469727,1.7497812531855883,40.376199813139465,-20.59000015258789,-14.195099704328186,63.74671833145021,-20.34000015258789,-22.156605038611588,,,1.1509776,69.998,97.22,0 +12/22/24 19:56:27,Herald,,Driver,88.09055270671846,4.76,-2.86,2.9,5.76,114.19559798045248,1.2963433021092063,12.380000114440918,2.0299999713897705,1429.907958984375,615.5198974609375,1556.760009765625,Measured,-23.290000915527344,10.804899202569572,146.88319521341327,-2.130000114440918,-5.468066334724426,186.756342268598,-3.049999952316284,-9.930008380423487,,,1.1509776,69.998,97.22,0 +12/22/24 19:58:23,Brian,5 Wood,5 Wood,79.9481044626236,-0.75,1.66,4.65,2.99,110.21385404227205,1.378567444257517,14.470000267028809,4.03000020980835,2805.0888671875,-917.9282836914062,2951.4599609375,Measured,18.1200008392334,16.480751599115138,154.4947508937239,9.90999984741211,26.596674318355326,173.52361506367924,10.520000457763672,31.68197559246869,,,1.1509776,69.998,97.22,0 +12/22/24 19:58:53,Brian,5 Wood,5 Wood,80.90998708486558,-0.26,7.28,-0.25,-7.53,115.00089642485636,1.421343650744045,15.199999809265137,0.7099999785423279,4995.0556640625,-36.61632537841797,4995.18994140625,Estimated,0.4199999868869781,24.387575018510237,163.46237634522913,0.949999988079071,2.723097045122273,174.66098220614185,0.959999978542328,2.9199475061789144,,,1.1509776,69.998,97.22,0 +12/22/24 19:59:24,Brian,5 Wood,5 Wood,78.98622184038163,0.84,2.43,2.89,0.4599999999999999,112.09288090146948,1.4191447354956546,13.899999618530272,2.680000066757202,5475.349609375,-1007.8784790039062,5567.33984375,Measured,10.43000030517578,20.888013815827662,153.6854710687876,7.590000152587891,20.29746165044457,164.315393358469,7.849999904632568,22.44094473832547,,,1.1509776,69.998,97.22,0 +12/22/24 20:00:33,Brian,,Gap Wedge,64.78167613983155,-4.69,-8.32,1.63,9.95,80.05995332713974,1.2358425730499774,26.75,0.3000000119209289,6136.75634765625,3220.5029296875,6930.47021484375,Estimated,-27.690000534057617,19.22572114945501,95.3521434148788,-9.640000343322754,-15.955817731598016,101.3123323822856,-10.18000030517578,-17.90245009768455,,,1.1509776,69.998,97.22,0 +12/22/24 20:00:51,Herald,,Gap Wedge,61.31442482709885,-2.82,-0.17,-1.84,-1.6700000000000002,73.48335505333125,1.198467656844987,30.309999465942383,-1.5299999713897705,4023.52734375,1107.508544921875,4173.169921875,Estimated,-15.390000343322754,18.799212642835077,89.14041972488758,-6.099999904632568,-9.470690724870565,97.87838739156724,-6.440000057220459,-10.979877158408613,,,1.1509776,69.998,97.22,0 +12/22/24 20:01:13,Brian,,Gap Wedge,56.01288572311401,-5.14,-1.47,3.69,5.16,58.38403908708051,1.042332283605021,31.420000076293945,2.8499999046325684,6151.97216796875,-1090.2950439453125,6247.83984375,Estimated,10.050000190734863,12.35783012506738,60.0612386181474,5.510000228881836,5.774278278918189,65.91207209938466,5.690000057220459,6.539807357189432,,,1.1509776,69.998,97.22,0 +12/22/24 20:01:34,Jason,,Gap Wedge,53.75358002901078,-4.93,-1.21,7.28,8.49,53.55225695389208,0.99625470387256,30.40999984741211,5.829999923706055,1598.9947509765625,923.179931640625,1846.3599853515625,Estimated,-30.0,8.945756857353445,52.854331193912,2.200000047683716,2.03412069216175,64.3372704968333,1.5199999809265137,1.706036633856968,,,1.1509776,69.998,97.22,0 +12/22/24 20:02:06,Lauren,,Gap Wedge,52.67985059022904,-5.91,-6.77,0.53,7.3,53.91016642548993,1.0233545809541285,36.54999923706055,-0.4099999964237213,1433.8336181640625,-326.2853698730469,1470.489990234375,Estimated,12.81999969482422,12.204723892232778,56.50699550057652,1.2200000286102295,1.202974619713146,67.59623753171263,1.4800000190734863,1.7497812531855883,,,1.1509776,69.998,97.22,0 +12/22/24 20:02:21,Herald,,Gap Wedge,54.46939965486527,1.51,-9.29,0.0,9.29,39.258230898810325,0.7207391883803099,18.979999542236328,38.68000030517578,4128.6640625,-2383.684814453125,4767.3701171875,Estimated,30.0,2.03412069216175,21.99256346575021,41.810001373291016,14.66535374285877,26.2029728747666,42.22999954223633,17.607174014993006,,,1.1509776,69.998,97.22,0 +12/22/24 20:02:53,Jason,,Gap Wedge,55.02863373756409,-6.91,2.67,6.71,4.04,48.92179943180463,0.8890244243590811,11.699999809265137,5.849999904632568,2385.720703125,-88.73126983642578,2387.3701171875,Estimated,2.130000114440918,1.3888888281609866,24.96719080091566,6.010000228881836,2.613735822722873,38.024933792290085,6.050000190734863,4.00262465088386,,,1.1509776,69.998,97.22,0 +12/22/24 20:03:29,Jason,,Gap Wedge,62.8579108953476,-6.5,-8.11,-1.58,6.529999999999999,73.192559474257,1.164412854829293,29.0,-2.309999942779541,6347.220703125,610.0498046875,6376.47021484375,Estimated,-5.489999771118164,18.35083137025981,85.87051004932528,-4.349999904632568,-6.517935112709552,91.5463655747235,-4.429999828338623,-7.075677607684213,,,1.1509776,69.998,97.22,0 +12/22/24 20:03:58,Lauren,,Gap Wedge,62.41052362918853,-0.88,0.76,-0.5,-1.26,68.85290179786125,1.1032258310625631,25.729999542236328,-0.3199999928474426,4696.408203125,2277.415283203125,5219.47021484375,Estimated,-25.8700008392334,12.806211397642642,76.78258647096754,-7.130000114440918,-9.525371596807986,85.89238698708414,-7.820000171661377,-11.690725364742434,,,1.1509776,69.998,97.22,0 +12/22/24 20:04:25,Lauren,,Gap Wedge,52.16535523414612,-4.93,-4.5,0.72,5.22,56.19184250688932,1.0771869999671269,30.309999465942383,0.0299999993294477,1695.9344482421875,509.4500427246094,1770.800048828125,Estimated,-16.719999313354492,9.973752869383247,58.38801165469886,-2.220000028610229,-2.2637793895693505,70.66929231367703,-2.5999999046325684,-3.204286945155076,,,1.1509776,69.998,97.22,0 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_10.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_10.csv new file mode 100644 index 0000000000..4f394f955f --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_10.csv @@ -0,0 +1,114 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +5/26/24 14:53:54,Jason,,Pitching Wedge,67.68957441657085,0.6314089298248291,1.814201831817627,3.410184144973755,1.595982313156128,92.98628529158668,1.3737165005549663,21.53819465637207,3.0282084941864014,4783.27392578125,1522.9171142578125,5019.859375,Measured,-17.660633087158203,21.09676877902075,120.08210252164372,-3.7432942390441895,-7.839716309141124,129.3879778040964,-4.221042633056641,-9.52352348784018,,,1.2065908,64.0,101.325,73 +5/26/24 14:54:33,Brian,,Pitching Wedge,,,,,0.0,59.84935765163982,-26.755056381225582,6.8560099601745605,-1.9833440780639648,2598.173095703125,0.0,2598.173095703125,Estimated,-0.0,0.8717261832395522,26.405856024478453,-1.989184617996216,-0.9165874770436062,45.464285766115154,-1.9867234230041504,-1.5762251001402063,,,1.2065908,64.0,101.325,73 +5/26/24 14:55:21,Jason,,Pitching Wedge,73.06861423726968,-0.5910353660583496,5.339192390441895,0.971936285495758,-4.367256164550781,90.77933474824567,1.2423847871736753,16.575088500976562,1.4664475917816162,4172.693359375,1089.385009765625,4312.5546875,Measured,-14.631884574890137,13.955133392957578,113.40345389234608,-3.3774220943450928,-6.680938949440588,126.13617375589364,-3.8649282455444336,-8.502165858191916,,,1.2065908,64.0,101.325,73 +5/26/24 14:56:29,Brian,,Pitching Wedge,70.75618437727462,-2.476401805877685,3.468922615051269,4.683549880981445,1.2146272659301758,93.61183114272808,1.3230197751137385,16.686159133911133,4.281229972839356,9172.306640625,-74.8260498046875,9172.611328125,Measured,0.467398464679718,18.19867109387769,113.03126226780478,4.887439727783203,9.630079693835,118.70015088129276,4.870253562927246,10.07769022570642,,,1.2065908,64.0,101.325,73 +5/26/24 15:05:51,Lauren,,Pitching Wedge,68.01883355197697,-1.4451252222061155,5.999017238616943,2.7628872394561768,-3.2361299991607666,84.48319830604214,1.2420559702995178,17.440521240234375,3.0201375484466557,5927.8212890625,383.896728515625,5940.2392578125,Estimated,-3.705406904220581,13.58426214423639,101.0835673634174,1.865715503692627,3.2912210732039,111.11219092179908,1.732913374900818,3.360247995299005,,,1.2065908,64.0,101.325,73 +5/26/24 15:06:35,Brian,,Pitching Wedge,67.70839873277009,-2.4848310947418213,5.958157539367676,3.487468242645264,-2.470689296722412,89.48152358486095,1.321571994901615,25.55464553833008,3.6102120876312256,4522.06201171875,953.5830688476562,4621.51123046875,Measured,-11.907705307006836,23.929442155162405,116.16751570158247,-0.6832827925682068,-1.3851480240750504,124.55559420544068,-0.9823800325393676,-2.135489130086881,,,1.2065908,64.0,101.325,73 +5/26/24 15:07:18,Lauren,,Pitching Wedge,68.0799059141882,4.428797721862793,4.561976909637451,2.7464847564697266,-1.8154921531677248,92.10423893245206,1.3528843451773491,22.97693252563477,2.8268513679504395,2472.269287109375,1427.3651123046875,2854.73046875,Measured,-30.0,19.58661761591429,123.2786134857397,-5.981566429138184,-12.846675806069811,137.03959948559623,-6.8852410316467285,-16.428488287328605,,,1.2065908,64.0,101.325,73 +5/26/24 15:08:05,Brian,,Pitching Wedge,68.63230487572855,2.2669591903686523,2.0983123779296875,5.172009468078613,3.073697090148926,90.25395200841284,1.31503600486439,17.718225479125977,4.510961532592773,9957.921875,738.8240356445312,9985.29296875,Measured,-4.243262767791748,17.918060986527735,105.39875579012096,2.967814683914185,5.457139338304728,109.98874925954988,2.872966766357422,5.512974756871586,,,1.2065908,64.0,101.325,73 +5/26/24 15:09:04,Jason,,Pitching Wedge,70.05789696519014,1.8559428453445437,7.557165145874023,1.9336609840393064,-5.623504161834717,91.8524402368912,1.311093313042642,21.44769096374512,2.5339584350585938,5859.90380859375,811.2971801757812,5915.798828125,Measured,-7.882428169250488,21.41779949086072,116.8180750890715,-0.5605794787406921,-1.1429496674421813,124.36282350750751,-0.7535542249679565,-1.6359736704267078,,,1.2065908,64.0,101.325,73 +5/26/24 15:09:40,Lauren,,Pitching Wedge,70.25049207698385,8.01711654663086,5.807127475738525,7.330244064331055,1.5231165885925293,94.67851110549054,1.3477273725248402,7.290665626525879,6.747857093811035,2889.060302734375,615.1640625,2953.827392578125,Measured,-12.020402908325195,4.159385383618684,90.39725897710196,4.390391826629639,6.920091759121078,124.329874603156,3.6887571811676025,7.998946228095633,,,1.2065908,64.0,101.325,73 +5/26/24 15:10:18,Lauren,,Pitching Wedge,67.67639483526091,2.509032726287842,7.37765645980835,2.0304269790649414,-5.347229480743408,90.94816480083044,1.343868346152571,17.346763610839844,2.5909829139709477,7048.23291015625,0.0006161759956739,7048.23291015625,Measured,-5.008955668017734e-06,16.948153166975885,111.82926554491496,2.7940030097961426,5.451123597601395,119.67777966624452,2.7758684158325195,5.795923681580632,,,1.2065908,64.0,101.325,73 +5/26/24 15:11:00,Brian,,Pitching Wedge,68.32033834085632,2.6484549045562744,6.068521976470947,3.1121950149536133,-2.956326961517334,89.62458326803426,1.3118287386237628,22.63130760192871,3.3157637119293213,5210.302734375,1593.9130859375,5448.65234375,Measured,-17.009693145751953,20.842858214320813,113.34645871239536,-3.1609973907470703,-6.250191368949515,121.48578091482614,-3.5882327556610107,-7.603224588643116,,,1.2065908,64.0,101.325,73 +5/26/24 15:13:01,Brian,,Pitching Wedge,65.16270863004411,-2.3418214321136475,0.2752095460891723,2.915557861328125,2.640348434448242,86.33302443539651,1.3248839136743855,22.30933952331543,2.429341554641724,5517.55078125,400.9758605957031,5532.1015625,Estimated,-4.156538009643555,19.283540260604696,108.21716785586432,1.0258382558822632,1.937720481145064,116.12339470735331,0.91107177734375,1.8466166354589435,,,1.2065908,64.0,101.325,73 +5/26/24 15:13:33,Brian,,Pitching Wedge,68.03267872560946,1.051556944847107,2.259279489517212,4.762829303741455,2.503549814224243,84.05268807187713,1.235475210536393,23.24700164794922,4.194993019104004,4214.5986328125,2433.29931640625,4866.59912109375,Estimated,-30.0,17.338204282467927,102.5078127480474,-5.702277183532715,-10.185122510444444,111.59966616533892,-6.525701999664307,-12.683217242753017,,,1.2065908,64.0,101.325,73 +5/26/24 15:15:43,Lauren,,Pitching Wedge,65.36030421749183,6.155110359191895,3.299255847930908,9.332292556762695,6.033036708831787,77.28682264788767,1.182473422870086,22.03875160217285,8.078583717346191,6174.6728515625,49.59455108642578,6174.8720703125,Estimated,-0.4601859450340271,14.776315373390844,90.62861885777149,8.496204376220703,13.38982063898584,98.56690184765466,8.424735069274902,14.441032737710543,,,1.2065908,64.0,101.325,73 +5/26/24 15:16:40,Herald,,Pitching Wedge,72.3587600252722,-0.1073135063052177,5.474445343017578,0.6406054496765137,-4.8338398933410645,89.11650592858769,1.2315924968512817,22.12691307067871,1.2112088203430176,5104.7119140625,1059.04833984375,5213.412109375,Estimated,-11.720590591430664,20.1617090773816,113.42548101503236,-3.258885622024536,-6.448018814247462,122.01177859224572,-3.5533039569854736,-7.561974316724275,,,1.2065908,64.0,101.325,73 +5/26/24 15:17:39,Brian,,Pitching Wedge,67.72700118486182,4.1350860595703125,8.002963066101074,2.3127191066741943,-5.690243721008301,78.65110771117816,1.1612961792963317,23.401212692260746,2.901106834411621,3916.768310546875,2261.346923828125,4522.6943359375,Estimated,-30.0,14.884802081473367,92.912464361626,-5.975861549377441,-9.673075344059498,102.84033886453926,-6.845730304718018,-12.258217886063337,,,1.2065908,64.0,101.325,73 +5/26/24 15:18:09,Brian,,Pitching Wedge,65.24546820876503,5.004232406616211,10.33828067779541,8.156110763549805,-2.182169914245605,86.16525250393988,1.3206319897688237,25.121665954589844,7.993212699890137,6529.68359375,-1.6050806045532229,6529.68408203125,Estimated,0.0140840429812669,22.50118349552781,106.01773462481924,8.888117790222168,16.380371748259904,111.40583582930684,8.828728675842285,17.0986979124375,,,1.2065908,64.0,101.325,73 +5/26/24 15:18:35,Brian,,Pitching Wedge,68.41780068331764,2.501849174499512,6.744406223297119,5.327511787414551,-1.4168944358825684,83.64363892349684,1.2225420590564486,21.501218795776367,5.220046520233154,5036.56201171875,1375.2930908203125,5220.95654296875,Estimated,-15.27296257019043,16.621067082298964,102.64546557762242,0.1532334089279174,0.276632455636534,111.7178450159936,-0.2866736650466919,-0.5594475241179637,,,1.2065908,64.0,101.325,73 +5/26/24 15:19:18,Herald,,Pitching Wedge,68.9533891720962,0.8326705694198608,10.368715286254885,2.2472167015075684,-8.121498107910156,87.06004751602177,1.2625927247569275,22.06146240234375,3.1433210372924805,6256.50830078125,1361.8931884765625,6403.0185546875,Estimated,-12.280362129211426,19.533731662449554,107.25795341173398,-1.5723410844802856,-2.9432175655821027,114.27345848959705,-1.8627761602401731,-3.714492521015245,,,1.2065908,64.0,101.325,73 +5/26/24 15:20:18,Herald,,7 Iron,84.08675274561574,-1.043928861618042,2.399608373641968,6.287134647369385,3.887526273727417,89.97703146929325,1.0700500201440426,19.75308609008789,5.464651107788086,4977.8173828125,875.2620849609375,5054.18115234375,Measured,-9.97252082824707,17.976566359359595,114.34003213047345,2.0693302154541016,4.128886370895458,123.9894220599399,1.7616976499557495,3.8118543327476857,,,1.2065908,64.0,101.325,73 +5/26/24 15:20:40,Jason,,7 Iron,72.65446221441653,-0.410955399274826,-0.961890459060669,10.619564056396484,11.581454277038574,82.94459632012331,1.1416311371948322,24.05607414245605,8.602792739868164,4141.80078125,369.069580078125,4158.2119140625,Estimated,-5.092091083526611,18.61231793018669,105.24837061614473,7.516820430755615,13.76831168687113,115.09876638373044,7.312763690948486,14.650440588157494,,,1.2065908,64.0,101.325,73 +5/26/24 15:21:08,Herald,,7 Iron,72.88203505608362,-1.87126898765564,3.14938759803772,24.95783042907715,21.808443069458008,72.44339264905466,0.9939814742180096,26.773855209350582,20.895002365112305,6113.35888671875,-1556.8892822265625,6308.4912109375,Estimated,14.287799835205078,15.704281966062696,82.28250869751628,27.56467056274414,38.07618022696397,89.03441419695991,27.740976333618164,41.443305440397125,,,1.2065908,64.0,101.325,73 +5/26/24 15:21:38,Brian,,7 Iron,75.50038138740365,0.1013535782694816,6.194618225097656,-1.185295343399048,-7.379913330078125,101.9341671465263,1.3501145990705263,23.14307403564453,-0.1985145509243011,3627.507568359375,959.3904418945312,3752.2314453125,Measured,-14.814196586608888,27.414894318275856,147.2808682139712,-6.370921611785889,-16.343008032813145,153.5057998339671,-6.575544834136963,-17.57848869385839,,,1.2065908,64.0,101.325,73 +5/26/24 15:22:02,Herald,,7 Iron,135.3988776722408,3.877509593963623,-6.717473983764648,6.747825622558594,13.465299606323242,93.8157327907702,0.6928841243268599,20.80807876586914,4.702279567718506,3505.808349609375,1562.56787109375,3838.269287109375,Measured,-24.022930145263672,19.2786446491516,123.2711292701906,-3.3832719326019287,-7.27482907913037,135.3603818122656,-4.129055976867676,-9.746456325360782,,,1.2065908,64.0,101.325,73 +5/26/24 15:22:39,Herald,,7 Iron,77.44160699581971,4.571028232574463,5.945849418640137,-5.0623955726623535,-11.008245468139648,108.6459915938658,1.4029408196517732,15.228934288024902,-3.4143803119659424,3235.945556640625,865.9257202148438,3349.801513671875,Measured,-14.981112480163574,18.572550212950546,151.00552116250583,-9.074716567993164,-23.81694947273149,166.25164419144858,-9.541223526000977,-27.55744901700928,,,1.2065908,64.0,101.325,73 +5/26/24 15:23:21,Brian,,7 Iron,75.1023059791105,2.781729221343994,5.596421241760254,0.2891532778739929,-5.307268142700195,111.9322939538024,1.4903975649554098,15.917031288146973,0.9377804398536682,3292.38330078125,912.3089599609376,3416.44482421875,Measured,-15.487885475158691,21.356851527056733,159.1667036154813,-5.005859851837158,-13.888509690438696,173.51353598632886,-5.484014987945557,-16.58246121234845,,,1.2065908,64.0,101.325,73 +5/26/24 15:23:59,Jason,,7 Iron,78.70783665682302,2.592815399169922,3.672975778579712,8.233888626098633,4.5609130859375,109.32161900066149,1.3889546917331594,16.359766006469727,7.223091125488281,5007.3740234375,1157.15380859375,5139.33837890625,Measured,-13.01206398010254,23.437148478534937,148.1483697290987,1.8125094175338743,4.685947558204646,157.95784844757327,1.4291657209396362,3.939720111220055,,,1.2065908,64.0,101.325,73 +5/26/24 15:25:17,Lauren,,7 Iron,77.8229231307605,3.5912399291992188,5.38950252532959,0.2293794304132461,-5.160122871398926,114.42655851637664,1.4703451619789911,17.134910583496094,0.8627897500991821,3151.819091796875,-76.42610168457031,3152.74560546875,Measured,1.3890503644943235,24.9145801864845,169.40946584952326,1.476577639579773,4.3653110817991205,184.40528066612205,1.5107723474502563,4.8618558262328975,,,1.2065908,64.0,101.325,73 +5/26/24 15:25:56,Lauren,,7 Iron,75.80940395623384,3.075217962265014,5.42439603805542,2.450366497039795,-2.974029541015625,109.44980525539631,1.443749713671192,13.582160949707031,2.691525220870972,5227.81298828125,2355.416015625,5733.93505859375,Measured,-24.254175186157227,18.29287667549511,140.8917844683201,-7.886104106903076,-19.330982010450956,151.4048128228369,-8.625185012817383,-22.70619635094636,,,1.2065908,64.0,101.325,73 +5/26/24 15:26:29,Herald,,7 Iron,77.67232860116656,7.182547092437744,8.774006843566895,7.3612847328186035,-1.412722110748291,103.53651239718148,1.3329909668193785,7.136092662811279,7.144591808319092,2201.958984375,378.67626953125,2234.28271484375,Measured,-9.757848739624023,4.582218792058427,103.54263695951975,5.39005184173584,9.72632320148125,143.59269351558214,4.846381664276123,12.131319966012027,,,1.2065908,64.0,101.325,73 +5/26/24 15:28:59,Herald,,7 Iron,74.78349578984489,4.007567882537842,10.521320343017578,0.1957879215478897,-10.325531959533691,102.54437024130948,1.3712165920870782,15.552766799926758,1.4773259162902832,2931.84228515625,1616.865234375,3348.126708984375,Measured,-28.87605094909668,10.058668887470049,122.36850951287124,-1.172531008720398,-2.504134982357698,142.54777353954523,-1.9191807508468628,-4.773797918605737,,,1.2065908,64.0,101.325,73 +5/26/24 15:29:38,Lauren,,7 Iron,70.49766149260904,6.897951602935791,-1.764883518218994,8.958209991455078,10.723093032836914,99.12258571079474,1.4060407623760218,,7.137642860412598,2770.53173828125,-83.23709869384766,2771.781982421875,Measured,1.7208610773086548,,,,,,,,,,1.2065908,64.0,101.325,73 +5/26/24 15:32:18,Lauren,,7 Iron,70.40697027204442,8.679288864135742,5.341860294342041,5.682614803314209,0.3407545089721679,101.77683989459274,1.445550625191494,17.586400985717773,5.336239337921143,6028.98828125,1318.488525390625,6171.4755859375,Measured,-12.33588981628418,,,,,,,,,,1.2065908,64.0,101.325,73 +5/26/24 15:34:23,Lauren,,7 Iron,73.98533966305604,2.809598445892334,4.435081005096436,9.769083023071287,5.3340020179748535,106.52479152807972,1.439809454321827,21.21730232238769,8.57949447631836,3401.396240234375,28.3886833190918,3401.5146484375,Measured,-0.4781900942325592,,,,,,,,,,1.2065908,64.0,101.325,73 +5/26/24 15:34:55,Brian,,7 Iron,77.6936531551928,3.5040106773376465,5.192759990692139,2.6519906520843506,-2.540769338607788,106.76189599313513,1.3741392206114778,18.4836483001709,2.828159809112549,2905.2392578125,1233.7119140625,3156.33642578125,Measured,-23.0085391998291,,,,,,,,,,1.2065908,64.0,101.325,73 +5/26/24 15:35:33,Herald,,7 Iron,74.78349578984489,4.007567882537842,10.521320343017578,0.1957879215478897,-10.325531959533691,102.54437024130948,1.3712165920870782,15.552766799926758,1.4773259162902832,2931.84228515625,1616.865234375,3348.126708984375,Measured,-28.87605094909668,,,,,,,,,,1.2065908,64.0,101.325,73 +5/26/24 15:37:44,Herald,,7 Iron,77.01495378383152,5.952808380126953,5.176298141479492,8.807807922363281,3.631509780883789,106.48085390155666,1.3825997247291888,19.06529426574707,7.882627964019775,3124.0517578125,521.93994140625,3167.352294921875,Measured,-9.484888076782228,23.67848105556459,153.5501711364086,4.843834400177002,12.965805827931376,167.04033199411606,4.519173622131348,13.161638629662209,,,1.2065908,64.0,101.325,73 +5/26/24 15:38:18,Lauren,,7 Iron,69.94634625190156,0.2022232711315155,7.4578070640563965,6.32823371887207,-1.1295733451843262,99.3722681640993,1.4206927665131297,17.96806526184082,6.131328105926514,2544.502197265625,410.0458984375,2577.329833984375,Measured,-9.154498100280762,17.552830016191365,138.13670038029977,3.643627643585205,8.77863962233289,155.51812767628508,3.304997444152832,8.96580341630954,,,1.2065908,64.0,101.325,73 +5/26/24 15:39:34,Herald,4 Hybrid,4 Hybrid,82.88822577034443,4.143530368804932,9.921513557434082,-3.860870838165283,-13.782384872436523,123.04015089393395,1.484410478694973,12.989059448242188,-1.929957747459412,2854.8857421875,34.7122802734375,2855.0966796875,Measured,-0.6966196298599243,20.87570490948565,183.16318456761476,-2.29336929321289,-7.329537589266238,201.29849848114463,-2.3040125370025635,-8.092410793109423,,,1.2065908,64.0,101.325,73 +5/26/24 15:40:19,Brian,4 Hybrid,4 Hybrid,82.99158884474218,,-3.190962553024292,9.458211898803713,12.649174690246582,118.77965177112948,1.4312251810642926,13.786089897155762,7.369914531707764,2387.808349609375,-140.78457641601562,2391.955078125,Estimated,3.3742384910583496,18.85143945134064,175.46862668409085,8.800379753112793,26.84536387092612,195.83303535182856,8.8709716796875,30.19938753534484,,,1.2065908,64.0,101.325,73 +5/26/24 15:40:48,Lauren,4 Hybrid,4 Hybrid,80.93747707177499,1.2864924669265747,9.112794876098633,2.4153833389282227,-6.69741153717041,123.01070270027869,1.519823784366213,10.572357177734377,3.12430739402771,2134.454345703125,1057.894775390625,2382.233642578125,Estimated,-26.36429214477539,12.892293434818612,165.0066278304639,-4.259839057922363,-12.256774442038818,191.24023008681436,-5.329838752746582,-17.764158982168055,,,1.2065908,64.0,101.325,73 +5/26/24 15:41:25,Brian,4 Hybrid,4 Hybrid,83.3048865642595,5.149594783782959,6.117169380187988,1.714982509613037,-4.402186870574951,119.01730236321872,1.4286953295520244,0.5043429136276245,2.1741485595703125,2088.1103515625,387.5775451660156,2123.775146484375,Estimated,-10.51509952545166,0.106785508524501,34.43673219391121,1.626422882080078,0.9774458122559296,132.67508365384674,1.2116000652313232,2.8055311008410517,,,1.2065908,64.0,101.325,73 +5/26/24 15:43:02,Lauren,4 Hybrid,4 Hybrid,83.12649075534682,3.624794006347656,2.9556829929351807,7.151079654693604,4.195396423339844,117.87670751971382,1.4180402233824818,9.826231956481934,6.243894577026367,2775.53955078125,-141.41989135742188,2779.14013671875,Estimated,2.9168248176574707,12.914689762118089,160.1995754228974,7.387243270874023,20.59765003180337,182.43417024277005,7.472440719604492,23.72549519554809,,,1.2065908,64.0,101.325,73 +5/26/24 15:43:16,Brian,4 Hybrid,4 Hybrid,67.27442400523387,,,,0.0,79.67253592924226,1.1842916101822565,,12.28669261932373,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,,,,,,,,,,1.2065908,64.0,101.325,73 +5/26/24 15:43:36,Lauren,4 Hybrid,4 Hybrid,74.4999107942649,4.637026786804199,6.176641941070557,10.37904930114746,4.202407360076904,108.9186967149426,1.461997679644568,17.261144638061523,9.298450469970703,3467.528564453125,231.8009796142578,3475.267822265625,Measured,-3.824477672576904,22.850186150097212,156.08659431373235,8.422916412353516,22.863406595512515,169.30228387299758,8.244169235229492,24.276623817487007,,,1.2065908,64.0,101.325,73 +5/26/24 15:44:02,Brian,4 Hybrid,4 Hybrid,83.2494290706154,3.566225051879883,4.296969413757324,3.508841037750244,-0.7881283760070801,119.44214652940718,1.434750338384804,11.712873458862305,3.4199085235595703,3619.439208984375,1094.197265625,3781.218017578125,Measured,-16.820659637451172,18.31591963234314,166.01703864762567,-3.2224574089050293,-9.33237144968018,182.13022932412787,-3.831343412399292,-12.170050990068717,,,1.2065908,64.0,101.325,73 +5/26/24 15:45:19,Lauren,5 Wood,5 Wood,80.72988053301924,2.9109253883361816,0.1552824229001999,15.60859489440918,15.453312873840332,114.69761672311688,1.4207579147377103,16.36284065246582,12.84068489074707,3242.199462890625,-605.4569702148438,3298.247314453125,Measured,10.577731132507324,23.330807120422374,166.7910583890498,18.0237979888916,51.60712046426579,182.38652824635392,18.26930809020996,57.17526836589241,,,1.2065908,64.0,101.325,73 +5/26/24 15:45:48,Brian,5 Wood,5 Wood,78.28795030011406,-8.364968299865723,3.757966995239258,7.712090015411377,3.954123020172119,100.661238896123,1.2857820202245904,11.60327434539795,6.805108547210693,4507.7705078125,-802.8387451171875,4578.70556640625,Measured,10.098552703857422,12.158138405062914,125.62884072750784,10.774151802062988,23.484815505772303,140.5722910660843,11.120752334594728,27.113218688955385,,,1.2065908,64.0,101.325,73 +5/26/24 15:46:30,Jason,5 Wood,5 Wood,80.84246803434871,2.614809989929199,0.9689826369285583,2.4237678050994877,1.4547851085662842,118.22155260867294,1.4623694140367218,11.527674674987791,2.1121838092803955,2983.698974609375,-1048.9697265625,3162.719970703125,Estimated,19.369985580444336,15.734867543709356,162.66597904962146,9.064990043640137,25.62882424089912,181.4930948004276,9.774930953979492,30.813616771713896,,,1.2065908,64.0,101.325,73 +5/26/24 15:47:02,Jason,5 Wood,5 Wood,80.61426373329869,4.902356624603272,5.911330699920654,5.169012546539307,-0.7423181533813477,108.38508793666188,1.3444902045528715,12.789159774780272,4.985611438751221,2181.233154296875,-851.855712890625,2341.673828125,Measured,21.33256149291992,12.281719741300662,141.61515851477998,10.762179374694824,26.44422618752901,165.06071109154436,11.564323425292969,33.08940443703273,,,1.2065908,64.0,101.325,73 +5/26/24 15:47:44,Brian,5 Wood,5 Wood,79.81842011316894,5.340071678161621,1.72382390499115,1.2405459880828855,-0.4832779169082641,119.4281946903384,1.4962485416400064,9.043837547302246,1.2347095012664795,1488.5927734375,328.1344909667969,1524.32958984375,Measured,-12.431062698364258,7.834181890271111,142.28449936180186,-0.9596077799797058,-2.383235855057848,194.0273119079793,-1.5656057596206665,-5.301122229550742,,,1.2065908,64.0,101.325,73 +5/26/24 15:50:08,Brian,,Driver,93.84450685886804,2.5154433250427246,4.752744674682617,-1.759680986404419,-6.512425422668457,131.45844312423287,1.4008112730767728,11.939697265625,-0.8507452011108398,3360.61279296875,764.1510620117188,3446.39599609375,Measured,-12.810354232788086,23.870949297741163,195.0625866742339,-6.528195381164551,-22.177078164479557,211.0215207430756,-6.927161693572998,-25.450821727494255,,,1.2065908,64.0,101.325,73 +5/26/24 15:50:49,Brian,,Driver,,,,,0.0,128.3024432612874,-57.3563232421875,11.64732837677002,-0.3032241463661194,5042.94140625,-375.403076171875,5056.89501953125,Measured,4.257319450378418,26.066423487227667,180.6090562560712,1.8854366540908811,5.942136530542371,191.5734570663008,1.998313546180725,6.680263117267259,,,1.2065908,64.0,101.325,73 +5/26/24 15:51:57,Jason,,Driver,90.29368275012804,-5.985504627227783,6.462739944458008,1.4424126148223877,-5.020327568054199,131.28777842614363,1.454008458038638,12.838006019592283,1.993493676185608,2334.451171875,-185.12188720703125,2341.77978515625,Measured,4.534065246582031,22.105654801988976,203.0048328774792,3.682328701019287,13.037911280300593,223.9062360967655,3.8161849975585938,14.902267336989668,,,1.2065908,64.0,101.325,73 +5/26/24 15:52:28,Herald,,Driver,87.59226537701306,1.5624536275863647,5.470808506011963,-9.433867454528809,-14.90467643737793,121.24620038673402,1.384211264143795,5.986552238464356,-7.064647197723389,1793.77392578125,80.08824157714844,1795.5609130859375,Measured,-2.55643892288208,4.976489686830234,129.22908215090047,-7.591790199279785,-17.073032977065168,178.86565955709557,-7.704897403717041,-23.98068441803275,,,1.2065908,64.0,101.325,73 +5/26/24 15:54:17,Jason,,Gap Wedge,,,,,0.0,66.91423615991653,-29.913339614868164,,5.224445819854736,12000.0009765625,5768.88427734375,13314.6552734375,Estimated,-25.675472259521484,,,,,,,,,,1.2065908,64.0,101.325,73 +5/26/24 15:54:44,Brian,,Gap Wedge,65.5599861808737,-0.7053694725036621,-3.122923851013184,-0.1644138395786285,2.958509922027588,79.42807581569923,1.2115328334048885,22.96640968322754,-0.5258153676986694,5547.1796875,2264.0693359375,5991.42822265625,Estimated,-22.202720642089844,15.803234017156685,93.57134232537192,-8.28209400177002,-13.478655023546708,101.5592280593346,-8.847288131713867,-15.61994269981517,,,1.2065908,64.0,101.325,73 +5/26/24 15:55:45,Jason,,Gap Wedge,62.68651745899752,6.194083690643311,6.972166538238525,5.181247711181641,-1.7909188270568848,81.94948459850457,1.3072904337381115,28.68258476257324,5.128400802612305,6516.67138671875,344.2246398925781,6525.75634765625,Estimated,-3.023676872253418,23.469711491059115,98.0857260274588,4.5219035148620605,7.733093354289679,102.82157409222054,4.437252044677734,7.955058333389218,,,1.2065908,64.0,101.325,73 +5/26/24 15:56:06,Brian,,Gap Wedge,58.642301708081504,3.422053337097168,11.727985382080078,10.600460052490234,-1.1275253295898438,74.64689576549426,1.2729189269732768,30.60836410522461,10.174945831298828,5400.166015625,914.7147216796876,5477.087890625,Estimated,-9.613874435424805,20.477393622986256,87.48844392866704,7.84792947769165,11.946075201663348,93.26705931883951,7.589023113250732,12.317474183532228,,,1.2065908,64.0,101.325,73 +5/26/24 15:56:38,Brian,,Gap Wedge,62.504401159666486,1.7260463237762451,2.432260513305664,8.299942970275879,5.867682456970215,72.73092853239541,1.163612916578553,29.879545211791992,7.122103214263916,5465.275390625,539.9519653320312,5491.88330078125,Estimated,-5.642332077026367,18.808255027006,84.59950335229223,5.897807598114014,8.693034213711258,90.48166290630434,5.735383987426758,9.042247544359384,,,1.2065908,64.0,101.325,73 +5/26/24 15:57:08,Jason,,Gap Wedge,62.26657990287913,1.452173113822937,10.304327964782717,10.602718353271484,0.2983903884887695,73.99074973398547,1.1882899277492551,30.806882858276367,9.998662948608398,4913.2431640625,802.5194091796875,4978.3525390625,Estimated,-9.276660919189451,20.137479242426707,87.25403028780693,7.851879596710205,11.919993085937108,93.6539523790525,7.585402488708496,12.3626965338957,,,1.2065908,64.0,101.325,73 +5/26/24 15:57:37,Lauren,,Gap Wedge,61.67884908221686,-4.76947546005249,13.491559028625488,7.761355400085449,-5.730203628540039,68.76410068882797,1.114873278474548,29.717205047607425,8.063511848449707,4569.39501953125,1499.6785888671875,4809.2001953125,Estimated,-18.169872283935547,16.16023297615959,78.0231056277371,3.3167645931243896,4.5141193140376,85.10464201201648,2.8560187816619877,4.240432314660723,,,1.2065908,64.0,101.325,73 +5/26/24 15:58:04,Brian,,Gap Wedge,64.61490908211726,4.4313788414001465,4.651541233062744,9.110705375671388,4.459164142608643,80.0112968217145,1.238279182905456,26.08806037902832,8.065773010253906,7068.55712890625,1130.94921875,7158.4599609375,Estimated,-9.09011936187744,20.01451741901451,94.20110110041514,5.287723541259766,8.68131978937356,99.36721229498198,5.072808742523193,8.786207273952755,,,1.2065908,64.0,101.325,73 +5/26/24 15:58:11,Jason,,Gap Wedge,,,,,0.0,92.9595421333961,-41.55663299560547,15.621563911437988,4.001960754394531,4657.66845703125,2687.39208984375,5377.35546875,Measured,-29.98418426513672,13.14046046899614,110.5591849882676,-6.2752299308776855,-12.084612453588647,122.73849008153684,-7.340588092803955,-15.681969074834,,,1.2065908,64.0,101.325,73 +5/26/24 15:58:31,Brian,,Gap Wedge,65.3975261881451,3.026908159255981,5.145254135131836,6.039453029632568,0.8941988945007324,86.20304620133174,1.318139251220762,27.94473648071289,5.604754447937012,5532.87548828125,1252.951171875,5672.970703125,Estimated,-12.759745597839355,24.95807123837926,106.92359170168493,1.0266010761260986,1.9159603538852965,113.05484964501466,0.7483428120613098,1.476652493269782,,,1.2065908,64.0,101.325,73 +5/26/24 15:58:59,Jason,,Gap Wedge,64.71248235663234,-1.1328637599945068,-0.6665147542953491,1.3975050449371338,2.0640196800231934,78.68303054295575,1.2158864515400805,24.829376220703125,1.06454336643219,4602.22412109375,1044.621826171875,4719.29052734375,Estimated,-12.788423538208008,17.222718330997736,95.90615892486676,-3.088637590408325,-5.16746598776615,104.56739878085592,-3.4146645069122314,-6.228239338726951,,,1.2065908,64.0,101.325,73 +5/26/24 15:59:25,Lauren,,Gap Wedge,,,,,0.0,90.8097983968546,-40.595611572265625,18.20869445800781,6.95662784576416,3855.05712890625,1657.2801513671875,4196.19384765625,Measured,-23.262758255004883,15.225501804049143,114.04549445700832,-0.4630939960479736,-0.92201916525147,126.0214658457835,-1.2188464403152466,-2.680835893058372,,,1.2065908,64.0,101.325,73 +5/26/24 15:59:42,Brian,,Gap Wedge,62.99734054039254,7.022912979125977,6.611062049865723,8.617873191833496,2.006811141967773,75.48787166503371,1.1982707685355782,27.047962188720703,7.906138896942139,5855.20556640625,1137.44677734375,5964.6640625,Estimated,-10.99349594116211,18.046014372874424,88.61293688540809,4.733048439025879,7.311757362582739,94.79070209459132,4.455049514770508,7.363095576934484,,,1.2065908,64.0,101.325,73 +5/26/24 16:00:06,Jason,,Gap Wedge,67.25325731605335,-9.60428237915039,7.466535091400146,-9.035103797912598,-16.501638412475586,80.12044542937747,1.191324385268886,23.274538040161133,-6.48737382888794,6406.56591796875,2353.0048828125,6825.0068359375,Estimated,-20.167285919189453,16.62671153248732,93.9646349322138,-14.504733085632324,-23.534368188209328,100.868986476582,-14.933103561401367,-25.99303937707373,,,1.2065908,64.0,101.325,73 +5/26/24 16:00:36,Herald,,Gap Wedge,64.82930234247442,-1.1543855667114258,-1.1028578281402588,3.191152572631836,4.294010162353516,76.72778482959166,1.183535562734595,29.226545333862305,2.483287811279297,3904.740234375,1145.5518798828125,4069.310302734375,Estimated,-16.350353240966797,19.805566381055087,93.90110670792092,-2.4933996200561523,-4.085082433735266,102.36613829986072,-2.8965134620666504,-5.172864301545701,,,1.2065908,64.0,101.325,73 +5/26/24 16:01:02,Herald,,Gap Wedge,63.18940232500472,-5.93092155456543,-0.7098456621170044,6.197842121124268,6.907687664031982,77.70001894843153,1.229636870891637,29.437318801879883,5.002227306365967,5665.17626953125,1074.103759765625,5766.10107421875,Estimated,-10.735712051391602,21.28880941133457,92.4211927768656,1.573958158493042,2.538577392376226,98.03356179600632,1.3452301025390625,2.3015936597983284,,,1.2065908,64.0,101.325,73 +5/26/24 16:01:28,Herald,,Gap Wedge,63.76368476745756,-1.5893210172653198,-4.803089618682861,10.077651977539062,14.880741119384766,71.67297806894021,1.1240407189504085,25.681116104125977,7.677016258239746,5907.90771484375,2500.7158203125,6415.36865234375,Estimated,-22.942108154296875,14.674429501458008,80.21736582239373,0.8047857284545898,1.1268548493884651,87.1098193830685,0.2157999873161316,0.3277203943681499,,,1.2065908,64.0,101.325,73 +5/26/24 16:01:56,Lauren,,Gap Wedge,64.1715947289781,-4.597879409790039,1.855906963348389,0.756777286529541,-1.0991296768188477,73.54213197535319,1.146023131978417,26.885089874267575,0.8538581132888794,3843.867431640625,802.3746337890625,3926.718994140625,Estimated,-11.79069995880127,16.172710840544937,87.879500448812,-2.491122245788574,-3.819663948972817,97.7098715594102,-2.8127858638763428,-4.794873870085098,,,1.2065908,64.0,101.325,73 +5/26/24 16:02:17,Brian,,Gap Wedge,62.7179410965332,-1.7124879360198977,16.738595962524414,16.843402862548828,0.104806900024414,67.40860485748908,1.074789823756111,25.39657592773437,15.93000316619873,5957.640625,2627.186767578125,6511.18994140625,Estimated,-23.796409606933597,12.61788784228213,72.51735956344783,9.709461212158203,12.230200053494968,79.43420148761197,9.036224365234377,12.47586922030348,,,1.2065908,64.0,101.325,73 +5/26/24 16:02:51,Herald,56,Sand Wedge,65.40327332185325,-3.723130702972412,2.307790279388428,-2.371844530105591,-4.679635047912598,81.1746327362398,1.2411402153646771,25.33338165283203,-1.6595200300216677,9045.2255859375,1592.962890625,9184.423828125,Estimated,-9.987993240356444,20.155566096670327,92.51365663050548,-6.092265129089356,-9.818462697395944,95.9375392310876,-6.206114292144775,-10.371385194856655,,,1.2065908,64.0,101.325,73 +5/26/24 16:03:12,Herald,56,Sand Wedge,67.85126641815805,0.7335950136184692,-1.5679625272750854,,37.9663314819336,61.30175263193632,0.9034724901690416,26.81628799438477,29.702253341674805,6254.07470703125,-2901.766845703125,6894.46875,Estimated,24.890369415283203,10.281061476432342,61.11043886461539,38.31927108764648,37.89109816295331,68.1797602081324,38.86165618896485,42.77884159457244,,,1.2065908,64.0,101.325,73 +5/26/24 16:03:31,Herald,56,Sand Wedge,70.24833743517047,-6.742088794708252,15.923166275024414,-2.5091328620910645,-18.43229866027832,81.89819985672875,1.1658382653156667,30.01302528381348,-0.0686405673623085,6529.86474609375,2066.212890625,6848.96875,Estimated,-17.558677673339844,24.19058662719908,96.4468997559934,-7.272920608520508,-12.209816621403093,100.46576497731712,-7.503546714782715,-13.119611880809655,,,1.2065908,64.0,101.325,73 +5/26/24 16:03:48,Herald,56,Sand Wedge,67.93045910468891,4.554963111877441,1.2536466121673584,0.8726081848144531,-0.3810384273529053,78.15810006457286,1.1505604568949246,24.50938034057617,0.8736451864242554,9272.8017578125,1293.64404296875,9362.6044921875,Estimated,-7.942047119140625,17.90397280597631,87.68043867114193,-2.2507283687591557,-3.443483819510448,91.36653581136852,-2.364302396774292,-3.769151751721808,,,1.2065908,64.0,101.325,73 +5/26/24 16:04:07,Jason,56,Sand Wedge,69.67183635164247,-4.82746171951294,-16.833778381347656,-3.3352012634277344,13.498577117919922,80.02705770658304,1.148628511851998,27.1931209564209,-4.845970153808594,8018.93408203125,972.1653442382812,8077.64892578125,Estimated,-6.912447929382324,21.08834382177361,92.44078356628506,-8.269566535949707,-13.295788187215294,96.23135101073694,-8.32925796508789,-13.940189992680644,,,1.2065908,64.0,101.325,73 +5/26/24 16:04:23,Lauren,56,Sand Wedge,63.42464227823348,5.834980487823486,-0.3098916709423065,-3.4324302673339844,-3.1225385665893555,75.0468484854664,1.1832443320097608,29.0533447265625,-2.858252048492432,7224.12890625,589.8893432617188,7248.1728515625,Estimated,-4.668154239654541,19.7467481229578,85.55543041523379,-4.926008701324463,-7.346567412788147,89.97191023186588,-4.976340770721436,-7.804623097770502,,,1.2065908,64.0,101.325,73 +5/26/24 16:04:39,Jason,56,Sand Wedge,64.82690877008372,1.2937217950820925,4.386783599853516,-0.448974460363388,-4.835758209228516,72.03858451842189,1.1112450969074466,30.75022315979004,0.1801072508096695,4653.38330078125,416.2473754882813,4671.962890625,Estimated,-5.111530780792236,18.884778419323084,84.49429046703699,-1.4148536920547483,-2.0863201232065904,91.56028271132982,-1.5240557193756104,-2.435199839940452,,,1.2065908,64.0,101.325,73 +5/26/24 16:04:58,Herald,56,Sand Wedge,71.84370249967378,1.0692460536956787,6.834676742553711,2.1570115089416504,-4.6776652336120605,78.79591670750688,1.0967685957981448,32.97989654541016,2.627020835876465,4610.11669921875,1316.021484375,4794.27685546875,Estimated,-15.932126998901367,24.66832070947521,94.78622992119745,-2.799182415008545,-4.629010783503475,101.0280823763478,-3.1143274307250977,-5.488728234702535,,,1.2065908,64.0,101.325,73 +5/26/24 16:05:18,Lauren,56,Sand Wedge,69.7620795773746,-4.668432235717773,-1.1001368761062622,1.6606931686401367,2.7608299255371094,81.8149154840612,1.1727705937051165,29.06388092041016,1.2264742851257324,5613.728515625,1373.8001708984375,5779.3837890625,Estimated,-13.751248359680176,23.262445861729475,99.02654281798186,-3.977738380432129,-6.86939600251435,104.91509357501582,-4.235587120056152,-7.748837740846113,,,1.2065908,64.0,101.325,73 +5/26/24 16:05:36,Jason,56,Sand Wedge,62.90484880726308,-8.467629432678223,-8.4330415725708,-7.26323127746582,1.1698102951049805,70.5065616566144,1.120844624754485,32.09975814819336,-7.021384716033936,1000.0000610351562,577.3502197265625,1154.7005615234375,Estimated,-30.0,16.6789852737827,88.54754803673677,-11.701862335205078,-17.959149079583995,104.48026649213898,-12.34809112548828,-22.34315766336977,,,1.2065908,64.0,101.325,73 +5/26/24 16:05:52,Brian,56,Sand Wedge,57.26776822967077,,16.561914443969727,-20.1685733795166,-36.73048782348633,64.30356547339306,1.1228578912924532,29.833660125732425,-14.49458122253418,5629.9755859375,2432.40771484375,6132.962890625,Estimated,-23.366559982299805,13.708173052953724,68.26250793132976,-22.210941314697266,-25.80443005317079,74.56175188776706,-22.648740768432617,-28.71227932908641,,,1.2065908,64.0,101.325,73 +5/26/24 16:06:07,Lauren,56,Sand Wedge,61.33763915132704,-3.237349271774292,-13.484308242797852,-14.91950798034668,-1.435199737548828,64.18245327039403,1.0463795828862683,31.290918350219727,-13.942472457885742,6036.79150390625,38.434608459472656,6036.9140625,Estimated,-0.3647817075252533,15.247214998519098,69.04083714580975,-15.254158973693848,-18.16473555798916,74.48804446283884,-15.152962684631348,-19.47091890246361,,,1.2065908,64.0,101.325,73 +5/26/24 16:06:23,Lauren,56,Sand Wedge,60.68693305706984,-3.231904983520508,19.999998092651367,4.831633567810059,-15.168364524841309,58.46334270566513,0.963359651915287,32.6053466796875,6.471353530883789,2140.075439453125,1235.572998046875,2471.146240234375,Estimated,-30.0,12.250168391134707,61.79684655991559,1.3174498081207275,1.4208503187623762,72.13059165734103,0.5278605818748474,0.6645937257010104,,,1.2065908,64.0,101.325,73 +5/26/24 16:06:37,Jason,56,Sand Wedge,54.502692924168514,-3.1949188709259038,19.999998092651367,10.451539993286133,-9.548458099365234,60.451757103102864,1.109151747551474,30.335716247558597,11.087672233581545,3528.43017578125,2004.09521484375,4057.858642578125,Estimated,-29.595924377441406,12.15393218414465,63.28926338617748,4.906842231750488,5.413535647714411,71.3723329896875,4.11765718460083,5.124921935274756,,,1.2065908,64.0,101.325,73 +5/26/24 16:06:42,Herald,56,Sand Wedge,,,,,0.0,94.25323174432197,-42.13496398925781,5.790343284606934,4.813763618469238,4558.97119140625,0.0,4558.97119140625,Estimated,-0.0,4.045644549716428,91.51365029137014,4.882065773010254,7.78828631511152,119.6999569738582,4.863168716430664,10.147793212376882,,,1.2065908,64.0,101.325,73 +5/26/24 16:07:09,Brian,56,Sand Wedge,65.81134541483698,,3.1797409057617188,-16.399538040161133,-19.57927894592285,70.73388276785181,1.0747977012471934,35.97195816040039,-13.073081016540527,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,20.238368053313707,90.34715561659776,-8.699739456176758,-13.665585196525171,103.58250271413908,-8.031844139099121,-14.472863598713616,,,1.2065908,64.0,101.325,73 +5/26/24 16:07:15,Brian,56,Sand Wedge,,,,,0.0,61.596324167455805,-27.536020278930664,,7.523944854736328,1000.0,-38.02501678466797,1000.7227172851562,Estimated,2.177623987197876,,,,,,,,,,1.2065908,64.0,101.325,73 +5/26/24 16:07:36,Jason,56,Sand Wedge,68.41771961758604,-2.7195491790771484,-4.7055182456970215,-4.747663974761963,-0.0421457290649414,78.17618198933542,1.1426306288238386,28.8621883392334,-4.488626480102539,6101.341796875,930.9889526367188,6171.9619140625,Estimated,-8.675704956054688,21.090212789759107,92.65065031512133,-8.241596221923828,-13.28124528007811,97.79992411060448,-8.350448608398438,-14.203238893032903,,,1.2065908,64.0,101.325,73 +5/26/24 16:07:51,Lauren,56,Sand Wedge,,,,,0.0,94.9115452174965,-42.42925643920898,8.126640319824219,-0.3067525923252105,1085.830810546875,626.9046020507812,1253.809326171875,Measured,-30.0,2.967288611264792,72.40928482096479,-2.91067123413086,-3.676887883914105,126.21535458706512,-4.043025016784668,-8.898829282293377,,,1.2065908,64.0,101.325,73 +5/26/24 16:07:59,Herald,56,Sand Wedge,,,,,0.0,89.88059738163793,-40.18022155761719,6.7849202156066895,7.849643230438232,4501.5908203125,0.0,4501.5908203125,Estimated,-0.0,4.121126816312795,85.72780933746799,7.966737747192383,11.881737647483874,113.3863912158713,7.934393405914307,15.651765217211164,,,1.2065908,64.0,101.325,73 +5/26/24 16:08:29,Jason,,Lob Wedge,59.95367644834687,,10.51657772064209,-10.045820236206056,-20.562397003173828,66.36563022129121,1.106948466762811,31.36263465881348,-6.935956954956055,3859.833251953125,352.197509765625,3875.868408203125,Estimated,-5.213620185852051,16.004725870388256,75.40643363753588,-8.830953598022461,-11.576361628424252,83.24211529117929,-8.890791893005371,-12.865206957390342,,,1.2065908,64.0,101.325,73 +5/26/24 16:09:27,Brian,,Lob Wedge,66.13619286779749,-4.8419270515441895,-13.562726974487305,-4.601057529449463,8.961669921875,60.55474898178227,0.9156068161169753,38.26976013183594,-5.476476669311523,2506.68505859375,452.8648986816406,2547.264404296875,Estimated,-10.24075698852539,16.95056759827412,66.44607963959925,-8.031208992004395,-9.28334441448908,74.72541174060461,-8.197452545166016,-10.654734091230011,,,1.2065908,64.0,101.325,73 +5/26/24 16:09:46,Brian,,Lob Wedge,62.26458739252894,-6.881919860839844,5.948770999908447,6.085118293762207,0.1363472938537597,71.86409693109545,1.15417286037807,38.88892364501953,5.742806434631348,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,23.162942089617445,98.23164737164824,11.33475112915039,19.306533155810257,105.30414762946202,11.626694679260254,21.22240264259972,,,1.2065908,64.0,101.325,73 +5/26/24 16:10:02,Brian,,Lob Wedge,54.33469486198692,-5.083210468292236,9.887529373168944,3.355242252349853,-6.532287120819092,59.49091058624299,1.0948972978932363,38.7708854675293,3.9932689666748047,2090.668212890625,-1207.047607421875,2414.095458984375,Estimated,30.0,16.23716207637085,63.99539954041393,10.111629486083984,11.23545748747506,72.46476146442728,10.739073753356934,13.502843140466211,,,1.2065908,64.0,101.325,73 +5/26/24 16:10:14,Brian,,Lob Wedge,52.78881829331203,-4.17252254486084,-19.999998092651367,-10.610471725463867,9.3895263671875,46.50892059713169,0.881037350347811,37.33203506469727,-11.218222618103027,1000.0000610351562,577.3502197265625,1154.7005615234375,Estimated,-30.0,9.12307102317436,42.73781190676573,-14.348108291625977,-10.590972245938929,53.42795000873002,-14.873577117919922,-13.714253456611914,,,1.2065908,64.0,101.325,73 +5/26/24 16:10:24,Jason,,Lob Wedge,50.63875882707907,-9.49387264251709,-19.491893768310547,26.214338302612305,45.70623016357422,52.205934350075495,1.0309481424761615,19.15021324157715,19.09408950805664,2797.43505859375,-713.2318115234375,2886.92626953125,Estimated,14.303356170654297,4.071005204168131,41.09533947900718,21.23546028137207,14.884794780817174,56.337732915586,21.6521053314209,20.786941445584944,,,1.2065908,64.0,101.325,73 +5/26/24 16:10:45,Brian,,Lob Wedge,47.878850395311474,-7.302178859710693,-6.629404067993164,-11.863609313964844,-5.23420524597168,50.05851165342801,1.045524511138429,34.25001525878906,-10.574555397033691,1390.462646484375,802.7838745117188,1605.56787109375,Estimated,-30.0,9.328618912396792,47.85590981440146,-14.459681510925291,-11.949554485814929,58.309323096345,-15.058634757995604,-15.149188044859898,,,1.2065908,64.0,101.325,73 +5/26/24 16:10:57,Brian,,Lob Wedge,47.19205298402585,,-19.999998092651367,,-10.49350357055664,49.94338124809701,1.0583006690766867,32.147212982177734,-27.55059242248535,5341.4208984375,487.3305358886719,5363.60595703125,Estimated,-5.2130126953125,9.01259123595105,45.69723093212952,-30.17498016357422,-22.96936206179771,52.07230158969287,-30.094615936279297,-26.1105736840816,,,1.2065908,64.0,101.325,73 +5/26/24 16:11:13,Herald,,Lob Wedge,44.62695830512712,,,,0.0,48.64536955369204,1.090044479865509,34.56206512451172,-24.80561065673828,5307.810546875,0.0,5307.810546875,Estimated,-0.0,9.538422041229069,44.11565014882717,-26.279525756835938,-19.5322360708808,49.44609702840489,-26.09830474853516,-21.751963040241662,,,1.2065908,64.0,101.325,73 +5/26/24 16:11:35,Lauren,,Lob Wedge,112.1696117497304,-7.988823413848877,0.7656363248825073,-6.735383987426758,-7.501020431518555,68.42417500979127,0.6100063461256986,37.9466438293457,-5.436795711517334,1688.4566650390625,974.830810546875,1949.6617431640625,Estimated,-30.0,20.70312991248511,82.215309286109,-12.110692024230955,-17.248866152629716,92.38961222407488,-12.73632526397705,-20.36863470472281,,,1.2065908,64.0,101.325,73 +5/26/24 16:11:52,Lauren,,Lob Wedge,69.2586144513939,,,,0.0,73.66219459045897,1.0635816955615756,29.418781280517575,-4.926096439361572,5697.88525390625,1366.230712890625,5859.392578125,Estimated,-13.483736038208008,18.741760650396827,85.37361487339422,-10.02081298828125,-14.855492032758775,91.0829783248182,-10.234622955322266,-16.183586732371282,,,1.2065908,64.0,101.325,73 +5/26/24 16:12:07,Jason,,Lob Wedge,41.53688621505353,,8.828668594360352,-19.1720027923584,-28.00067138671875,43.20323499410961,1.040117325367836,35.17630386352539,-14.643611907958984,5088.63818359375,1333.407470703125,5260.4384765625,Estimated,-14.683441162109377,7.546028119171638,35.66322574718242,-17.71867561340332,-10.853870961363782,40.85739232054948,-17.919477462768555,-12.571011371815416,,,1.2065908,64.0,101.325,73 +5/26/24 16:12:18,Jason,,Lob Wedge,41.54971166711493,,-12.727216720581056,-15.44910717010498,-2.721890449523926,46.00534027247977,1.1072360896523694,31.98561668395996,-14.28276538848877,4961.7802734375,88.39453125,4962.56787109375,Estimated,-1.0206211805343628,7.552402113503888,39.65784027453356,-15.091198921203612,-10.325153268036727,45.87271784800032,-15.020837783813477,-11.888846400714442,,,1.2065908,64.0,101.325,73 +5/26/24 16:12:24,Brian,,Lob Wedge,,,,,0.0,94.9472994717462,-42.44524002075195,0.8482350707054138,2.5241236686706543,3988.546875,968.9617919921876,4104.5576171875,Measured,-13.654688835144045,0.2092737660738279,36.223699209048846,1.275335431098938,0.8062265210367272,101.87774525954228,0.4476244151592254,0.796064072799993,,,1.2065908,64.0,101.325,73 +5/26/24 16:12:28,Brian,,Lob Wedge,36.0518081508144,-5.424646854400635,-18.50611114501953,-14.546710968017578,3.959400177001953,40.54765389228396,1.1247051388563436,35.942771911621094,-14.264613151550291,4670.3876953125,-209.13180541992188,4675.06787109375,Estimated,2.563892126083374,6.882871449420975,32.14030870238639,-14.494599342346191,-8.044351616339384,37.311538699895664,-14.353689193725586,-9.249786426820831,,,1.2065908,64.0,101.325,73 +5/26/24 16:12:39,Jason,,Lob Wedge,36.596697865638816,-3.980277538299561,-16.713830947875977,-10.773662567138672,5.940168380737305,39.23939804937618,1.0722114381313794,36.99795150756836,-10.941082000732422,4718.029296875,-288.9337158203125,4726.8681640625,Estimated,3.504436492919922,6.714862491393944,30.21412234544482,-10.913959503173828,-5.72058038818966,34.70743635375766,-10.789887428283691,-6.497513091434939,,,1.2065908,64.0,101.325,73 +5/26/24 16:12:50,Brian,,Lob Wedge,,,,,0.0,14.825438592028943,-6.627563953399658,19.820695877075195,-13.330251693725586,3184.36376953125,0.0,3184.36376953125,Estimated,-0.0,0.2936225818403919,3.1235508134766974,-13.35645866394043,-0.721563874830494,5.940342655020572,-13.345885276794434,-1.3712058566474925,,,1.2065908,64.0,101.325,73 +5/26/24 16:13:12,Jason,,Lob Wedge,36.807652232329474,-9.584220886230469,-15.349842071533203,-27.194360733032227,-11.844518661499023,46.79494609789435,1.271337432839378,31.794265747070312,-24.258745193481445,1000.0000610351562,577.3502197265625,1154.7005615234375,Estimated,-30.0,7.059623464715003,41.3276713899013,-27.35469436645508,-18.98996835965886,52.83194112431784,-27.875,-24.70127169972852,,,1.2065908,64.0,101.325,73 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_12.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_12.csv new file mode 100644 index 0000000000..44dcdd35ac --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_12.csv @@ -0,0 +1,54 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +4/16/24 19:41:55,Herald,4 Hybrid,4 Hybrid,72.80907589765047,2.636364221572876,-0.3786294162273407,5.972021579742432,6.350650787353516,113.6410145107766,1.5608083622778648,10.818623542785645,4.858177661895752,2048.305908203125,-6.892966270446777,2048.317626953125,Measured,0.1928112208843231,10.788169227427034,149.42230503221617,5.00922441482544,13.04688900151666,182.08749336867368,4.995241641998291,15.855023829241532,,,1.1807681,72.0,100.52864,41 +4/16/24 19:42:50,Brian,4 Hybrid,4 Hybrid,70.01645530987662,-0.536239743232727,3.8491790294647217,4.872722625732422,1.0235435962677002,114.83294529546674,1.64008510266969,8.996177673339844,4.484201431274414,2899.2861328125,1078.4805908203125,3093.376953125,Estimated,-20.404266357421875,10.051308783076252,145.00117782644156,-1.4129159450531006,-3.575462996272336,173.18706732857572,-2.430755138397217,-7.345340381072219,,,1.1807681,72.0,100.52864,41 +4/16/24 19:43:31,Herald,4 Hybrid,4 Hybrid,75.41802713734069,0.7608975768089294,5.430631637573242,7.102406978607178,1.6717753410339355,112.46149958287242,1.4911753045206737,11.748005867004396,6.513596534729004,2105.16162109375,396.9990539550781,2142.268310546875,Measured,-10.6796236038208,11.95464617203436,150.70550173919037,3.994049549102783,10.497156727952415,178.53508584466,3.5466301441192627,11.044388885385844,,,1.1807681,72.0,100.52864,41 +4/16/24 19:44:12,Brian,4 Hybrid,4 Hybrid,74.37262906242995,2.749835968017578,2.3019418716430664,4.046093463897705,1.744151592254639,113.70426284788846,1.5288455481712595,11.415460586547852,3.6115877628326416,1926.4847412109373,128.35549926757812,1930.7559814453125,Measured,-3.811800241470337,11.326472682335975,151.15617333190858,2.807910203933716,7.404980484466705,183.2169340844121,2.6367075443267822,8.428466776870778,,,1.1807681,72.0,100.52864,41 +4/16/24 19:44:56,Lauren,4 Hybrid,4 Hybrid,77.18383503582572,0.4743714034557342,-0.5283827781677246,6.00726842880249,6.535651206970215,110.93329961030211,1.4372607885940265,6.289214134216309,4.868391513824463,2401.659912109375,395.1693115234375,2433.953369140625,Estimated,-9.343729972839355,4.884926421279374,116.77100045793668,3.000418186187744,6.112254856733841,158.56499604743476,2.466803312301636,6.824916233180829,,,1.1807681,72.0,100.52864,41 +4/16/24 19:45:27,Herald,4 Hybrid,4 Hybrid,72.28687605443702,4.003025054931641,1.2061176300048828,9.651972770690918,8.445855140686035,100.79344430449784,1.3943533018164098,14.675403594970703,8.079267501831055,2052.46728515625,-314.2725524902344,2076.388427734375,Measured,8.70548152923584,12.348422708086789,132.88371554883545,10.35328197479248,23.881503960695,155.890386049683,10.61854362487793,28.725837690588374,,,1.1807681,72.0,100.52864,41 +4/16/24 19:47:00,Lauren,4 Hybrid,4 Hybrid,80.14772618136703,5.198441982269287,1.189764380455017,1.695948600769043,0.5061842203140259,114.11217707602646,1.423773106398564,4.690950393676758,1.5419622659683228,2254.358642578125,-191.2527313232422,2262.456787109375,Measured,4.849183082580566,3.2819862645947357,107.44530910867344,2.4031403064727783,4.505183832332364,163.35133962223335,2.6987087726593018,7.691258508399926,,,1.1807681,72.0,100.52864,41 +4/16/24 19:47:49,Herald,4 Hybrid,4 Hybrid,72.82230241175239,2.9299304485321045,1.0557163953781128,3.969071865081787,2.9133553504943848,111.78278314504132,1.5350075381165278,6.6614484786987305,3.3923842906951904,2695.108154296875,-756.3594360351562,2799.229736328125,Estimated,15.676329612731934,5.845190073999788,123.76935942325416,7.151571750640869,15.408632506954405,163.0784035474935,8.064992904663086,22.87934497093352,,,1.1807681,72.0,100.52864,41 +4/16/24 19:48:27,Herald,4 Hybrid,4 Hybrid,70.38113163675371,2.8784432411193848,0.4837411344051361,12.996994018554688,12.513253211975098,102.56165004199102,1.4572321822178878,16.377521514892578,10.736555099487305,1624.9385986328125,-299.72149658203125,1652.349365234375,Measured,10.450798988342283,14.069441852878867,140.4293650768359,13.249449729919434,32.18514098911896,164.80000674478106,13.531608581542969,38.560180358155776,,,1.1807681,72.0,100.52864,41 +4/16/24 19:49:35,Brian,5 Wood,5 Wood,,,,,0.0,143.478272478309,-64.1405258178711,12.736035346984863,1.59959614276886,1614.1470947265625,511.6825866699219,1693.307373046875,Measured,-17.588550567626953,21.335172749965977,227.88398402240816,-3.071285486221313,-12.209641405654452,253.43824979045712,-3.554185390472412,-15.711472069462276,,,1.1807681,72.0,100.52864,41 +4/16/24 19:50:28,Herald,5 Wood,5 Wood,76.9135618866967,1.8935554027557373,-0.2921574711799621,6.812173843383789,7.1043314933776855,106.73691921456977,1.3877516083809327,10.095711708068848,5.559117317199707,2200.61328125,335.8567810058594,2226.094970703125,Estimated,-8.677499771118164,8.411521953845977,129.1569933857454,3.713200330734253,8.364529715831054,166.28957422922576,3.247752904891968,9.420964912586667,,,1.1807681,72.0,100.52864,41 +4/16/24 19:51:09,Brian,5 Wood,5 Wood,93.42753033526152,4.289137363433838,-19.999998092651367,1.9216845035552976,21.92168235778809,114.07771987348224,1.2210289564983494,6.077571868896484,-0.92402446269989,3397.652099609375,-1961.6351318359373,3923.2705078125,Estimated,30.0,5.950654831893701,122.94230771524144,7.297966003417969,15.617289432764323,157.42716166297578,9.20340347290039,25.17887645609494,,,1.1807681,72.0,100.52864,41 +4/16/24 19:51:45,Lauren,5 Wood,5 Wood,77.97156354956132,3.808656692504883,1.7157835960388184,-1.7240614891052246,-3.439845085144043,111.50361836514185,1.4300549237321172,8.658809661865234,-1.201492428779602,3245.31787109375,-828.8696899414062,3349.494384765625,Measured,14.327326774597168,9.52869652422862,138.93977256156995,3.0970561504364014,7.5066228273679485,166.8627466610651,3.839461088180542,11.17324755310051,,,1.1807681,72.0,100.52864,41 +4/16/24 19:52:30,Herald,5 Wood,5 Wood,75.41760900883037,2.2854740619659424,-1.9330973625183103,7.029449939727783,8.962547302246094,117.11556003270562,1.5528940995596,12.912615776062012,5.532267093658447,2393.650634765625,-95.47157287597656,2395.5537109375,Measured,2.2840511798858643,16.332203061646965,169.6418853682917,6.425899028778076,18.986057293840982,191.48224475372265,6.47556734085083,21.59532850456389,,,1.1807681,72.0,100.52864,41 +4/16/24 19:53:14,Brian,5 Wood,5 Wood,72.9971057287703,2.3193039894104004,-0.1063457578420639,9.558292388916016,9.66463851928711,115.3884247548076,1.580726024721411,9.941664695739746,7.8380913734436035,2608.15185546875,-53.277645111083984,2608.69580078125,Measured,1.1702384948730469,11.484906308289965,153.764218032391,8.385180473327637,22.423022670321643,181.3754165661976,8.398798942565918,26.49208511772917,,,1.1807681,72.0,100.52864,41 +4/16/24 19:53:55,Lauren,5 Wood,5 Wood,78.33801478929854,4.810770034790039,-0.6915297508239746,4.801568984985352,5.493098735809326,123.00945684798262,1.5702396490239687,11.333498001098633,3.857588529586792,2279.74755859375,295.3470764160156,2298.79931640625,Estimated,-7.381699085235596,15.226948376926316,177.08982291380016,1.7986358404159546,5.558213794449216,200.8412354388347,1.5246975421905518,5.344083462396043,,,1.1807681,72.0,100.52864,41 +4/16/24 19:54:32,Lauren,5 Wood,5 Wood,80.95502140273857,,-3.563311815261841,-3.8172430992126474,-0.2539312839508056,112.31789377266524,1.3874110811965732,1.933103919029236,-3.5814368724823,1419.056884765625,22.78979110717773,1419.2398681640625,Estimated,-0.9200806617736816,0.3903650763005721,41.03798135214856,-3.6266064643859854,-2.595831224146366,130.90245095566934,-3.655216693878174,-8.345472395789159,,,1.1807681,72.0,100.52864,41 +4/16/24 19:55:26,Brian,5 Wood,5 Wood,74.57307475033576,7.1700758934021,-2.971121072769165,2.263313055038452,5.234434127807617,116.966364953636,1.568479848058154,12.999626159667969,1.487369179725647,2150.53271484375,-132.1447296142578,2154.5888671875,Measured,3.516258001327514,15.615403777564666,168.39393205761553,2.5147387981414795,7.388502381962837,191.5627605620266,2.6253247261047363,8.77448450600798,,,1.1807681,72.0,100.52864,41 +4/16/24 19:56:05,Jason,5 Wood,5 Wood,76.24182563501745,1.7831441164016724,0.9196677207946776,7.197561740875244,6.277894020080566,117.8338536140236,1.545527702577772,14.26211929321289,6.027315616607666,2810.366455078125,-306.3490600585937,2827.01416015625,Measured,6.221067428588867,20.154289524787373,174.95399299951168,8.529472351074219,25.94890795333572,193.2603842325716,8.693889617919922,29.21236176292132,,,1.1807681,72.0,100.52864,41 +4/16/24 19:56:43,Herald,5 Wood,5 Wood,74.65417461486777,6.554950714111328,-9.017918586730955,9.475881576538086,18.49380111694336,112.69413263283786,1.509548973171478,14.53195095062256,6.655318737030029,3929.915771484375,-1404.4815673828125,4173.3447265625,Measured,19.66598129272461,19.583981036077603,156.15928381859703,14.986973762512209,40.38268279583917,169.7391384523944,15.56793212890625,45.55468040519963,,,1.1807681,72.0,100.52864,41 +4/16/24 19:57:30,Jason,5 Wood,5 Wood,77.7691808173322,0.0831285566091537,4.855959892272949,8.314163208007812,3.4582033157348637,105.17872492131028,1.3524473810307822,13.52935791015625,7.437054634094238,5197.31005859375,-786.9237670898438,5256.54638671875,Measured,8.609748840332031,17.019999967525678,139.24721779518495,11.488045692443848,27.732956791897777,151.00206690917548,11.704169273376465,30.63204528038136,,,1.1807681,72.0,100.52864,41 +4/16/24 19:59:49,Lauren,,Driver,84.4837017669015,0.839520275592804,1.2902836799621582,6.879985809326172,5.589702129364014,119.79815308962134,1.418003124675523,15.696986198425291,5.812826156616211,2045.8995361328125,-70.84065246582031,2047.1256103515625,Estimated,1.9831129312515257,21.099739103140564,184.6561562437473,6.6475911140441895,21.376208695478,206.15424417961916,6.675852298736572,23.96585782825491,,,1.1807681,72.0,100.52864,41 +4/16/24 20:00:39,Lauren,,Driver,93.68437217265092,5.17339563369751,0.1948819756507873,0.8712593913078308,0.6763774156570435,118.1310320528064,1.260947042854733,12.9763765335083,0.7400572299957275,3539.56494140625,-599.7789306640625,3590.021484375,Estimated,9.61741065979004,19.711473438133225,170.06347114673554,4.557156562805176,13.512213011214952,185.74883502669945,4.858130931854248,15.730954391989712,,,1.1807681,72.0,100.52864,41 +4/16/24 20:01:27,Jason,,Driver,85.49791940147134,1.6393084526062012,1.1827985048294067,0.3950663208961487,-0.7877321839332581,125.87641897824416,1.472274645505326,12.705893516540527,0.4725164771080017,4189.2470703125,106.74291229248048,4190.60693359375,Measured,-1.4595929384231567,24.71270869913087,184.77453534097185,-0.1655109971761703,-0.5346252604683066,198.0434404261814,-0.209356740117073,-0.7256356202690526,,,1.1807681,72.0,100.52864,41 +4/16/24 20:02:10,Herald,,Driver,86.9660112673746,3.400887012481689,-1.5411193370819092,0.924465000629425,2.465584278106689,126.93515449931056,1.4595949917612288,14.84494400024414,0.5665408968925476,2151.654296875,6.428674697875977,2151.663818359375,Measured,-0.1711868196725845,23.05618355115098,200.24316568347425,0.537412166595459,1.8776631973966715,221.3000436770544,0.5289714932441711,2.043500862050479,,,1.1807681,72.0,100.52864,41 +4/16/24 20:02:52,Brian,,Driver,,,,,0.0,127.37209879259352,-56.94042205810547,11.629545211791992,-0.5364194512367249,4150.833984375,-607.5707397460938,4195.064453125,Measured,8.32742977142334,23.07185701704725,185.60709382965612,3.224218845367432,10.439377248936353,199.33469705759308,3.470569610595703,12.06682388329807,,,1.1807681,72.0,100.52864,41 +4/16/24 20:03:31,Herald,,Driver,86.36538246215423,3.524786710739136,-1.019287347793579,-2.756355762481689,-1.7370684146881104,127.51346889525576,1.476441894426078,14.689064025878906,-2.3916735649108887,1653.4573974609375,921.1113891601562,1892.71435546875,Measured,-29.121395111083984,19.29483750458849,190.5519158772968,-10.137778282165527,-33.54013652090225,214.71939071288944,-11.021408081054688,-41.04917012924034,,,1.1807681,72.0,100.52864,41 +4/16/24 20:04:27,Herald,,Driver,86.45401717310688,2.024121046066284,-5.355715751647949,1.7125121355056765,7.068227767944336,122.79872861201692,1.4203935528656468,15.282596588134766,0.7365516424179077,2808.136474609375,-296.5329895019531,2823.74951171875,Estimated,6.027968406677246,24.438160222323177,189.10815479571104,3.050114393234253,10.062403694588395,206.61871609844457,3.226585865020752,11.62946868747656,,,1.1807681,72.0,100.52864,41 +4/16/24 20:05:00,Jason,,Driver,90.1750878514258,4.946739673614502,0.731903612613678,-6.6770734786987305,-7.408977031707764,120.17270236928287,1.3326596650205844,14.742546081542969,-5.393118858337402,2679.532470703125,153.8387908935547,2683.94482421875,Measured,-3.2858896255493164,21.76948252920397,182.11599513045255,-6.832653045654297,-21.66626585194217,201.31493538708852,-6.904585361480713,-24.201347794428106,,,1.1807681,72.0,100.52864,41 +4/16/24 20:05:29,Jason,,Driver,84.17850208730852,-0.7976770997047424,2.033933401107788,-5.988614559173584,-8.022547721862793,123.77817331435108,1.4704249926658288,11.782471656799316,-4.664684295654297,2304.123046875,-681.4463500976562,2402.780029296875,Measured,16.475627899169922,16.097117760417063,178.62140880349034,0.1845174729824066,0.5767187907696965,201.6696721856224,0.7778319120407104,2.7372720513348554,,,1.1807681,72.0,100.52864,41 +4/16/24 20:06:07,Lauren,,Driver,83.51769690954188,,,,0.0,122.23786468145136,1.4636163256973829,14.837621688842772,3.688263416290283,2758.669677734375,-735.95849609375,2855.152099609375,Measured,14.937493324279783,22.62548655377782,184.66193001984536,9.3742094039917,30.07808817564296,202.7935393718326,9.827893257141112,34.61467630206653,,,1.1807681,72.0,100.52864,41 +4/16/24 20:06:43,Herald,,Driver,91.4930801153596,3.678547620773315,-2.004607677459717,-6.156290054321289,-4.151682376861572,122.43232003845424,1.3381593436802512,11.189724922180176,-5.307746887207031,3813.67041015625,-996.2876586914062,3941.658447265625,Measured,14.640807151794434,18.82710114949373,173.6029961414206,0.443672776222229,1.344840058280596,189.73405882428412,0.9693463444709778,3.210012745512444,,,1.1807681,72.0,100.52864,41 +4/16/24 20:07:03,Lauren,,Driver,,,,,0.0,93.3509957514034,-41.73162841796875,,-1.4134200811386108,9323.1923828125,-26.301908493041992,9323.2294921875,Measured,0.1616382300853729,,,,,,,,,,1.1807681,72.0,100.52864,41 +4/16/24 20:07:08,Lauren,,Driver,84.30312998308818,2.17479944229126,-2.780416250228882,1.3607802391052246,4.141196250915527,121.627320257272,1.44273789456775,15.718637466430664,0.7698706388473511,2891.39208984375,-573.698974609375,2947.75830078125,Measured,11.222650527954102,24.707385477815023,185.6503637759633,5.10518741607666,16.520034344189867,202.555229266467,5.438082695007324,19.19620563941612,,,1.1807681,72.0,100.52864,41 +4/16/24 20:09:58,Herald,,Driver,86.4355000533642,-0.1196620762348175,0.7083837985992432,-2.778400421142578,-3.4867842197418213,125.02712317467284,1.4464788553023082,14.809258460998535,-2.193603277206421,1925.680419921875,654.061279296875,2033.7259521484373,Measured,-18.760160446166992,20.514823044338755,191.46253715380408,-7.74252986907959,-25.79420913450008,213.76705140099148,-8.30368709564209,-30.87219097930415,,,1.1807681,72.0,100.52864,41 +4/16/24 20:10:21,Lauren,,Driver,85.79507224054942,0.8967507481575012,2.275121688842773,0.9933962225914,-1.2817254066467283,127.50209409312812,1.4861237453783116,12.92822265625,1.1006773710250854,4255.9580078125,-13.632159233093262,4255.97998046875,Measured,0.1835221499204635,26.16184932138026,188.20983199603688,1.272109031677246,4.178355617261701,201.67212520610337,1.2691830396652222,4.466719282226734,,,1.1807681,72.0,100.52864,41 +4/16/24 20:10:55,Jason,,Driver,117.87320036016808,,,,0.0,124.16936240207632,1.0534147034497237,16.00443458557129,1.5206336975097656,2936.54443359375,529.5386352539062,2983.907470703125,Estimated,-10.222128868103027,26.813818778465475,191.97079632257555,-2.434376001358032,-8.154045018595582,208.3681035073023,-2.741811513900757,-9.967337678491049,,,1.1807681,72.0,100.52864,41 +4/16/24 20:11:23,Brian,,Driver,86.40009566174558,1.1625534296035769,-0.9716496467590332,-3.931982517242432,-2.9603328704833984,125.34801547325516,1.4507856098214265,13.41962718963623,-3.3513994216918945,1711.6441650390625,988.2180786132812,1976.436279296875,Estimated,-30.0,16.360482674887407,179.30321499948695,-11.117493629455566,-34.573550662778416,204.31142505870048,-12.085500717163086,-42.77693090855155,,,1.1807681,72.0,100.52864,41 +4/16/24 20:12:37,Herald,,8 Iron,70.74870926349831,2.0669538974761963,3.592931270599365,0.7020644545555115,-2.890866756439209,92.30901950368934,1.304744927004834,17.02368927001953,1.0262643098831177,7433.2529296875,1070.93359375,7510.00341796875,Measured,-8.198380470275879,17.0114884453551,114.42556244663136,-2.360491275787353,-4.712772254960839,122.29008794994388,-2.566892385482788,-5.476839116091639,,,1.1807681,72.0,100.52864,41 +4/16/24 20:13:05,Brian,,8 Iron,70.1919754186265,0.9849149584770204,4.986880302429199,1.4175643920898438,-3.5693159103393555,100.37500859772264,1.4300068918004352,18.357776641845703,1.7884129285812378,3754.2041015625,575.0154418945312,3797.985107421875,Measured,-8.708075523376465,20.061552418015708,138.96652216586244,-1.2785536050796509,-3.101170391178215,151.88530446725235,-1.5424349308013916,-4.088478542553787,,,1.1807681,72.0,100.52864,41 +4/16/24 20:13:44,Jason,,8 Iron,66.59685955411487,-1.842584729194641,4.4379072189331055,5.9847612380981445,1.546854019165039,92.3345424092886,1.386469918063628,18.511934280395508,5.471320629119873,1356.9173583984375,783.41650390625,1566.8331298828125,Measured,-30.0,12.55955559929714,117.49900520632492,0.3071048855781555,0.6311692357460146,140.98211235854797,-0.5961047410964966,-1.4676247104112434,,,1.1807681,72.0,100.52864,41 +4/16/24 20:14:32,Brian,,Gap Wedge,59.583654049802135,1.5052237510681152,0.6183449625968933,0.4362146258354187,-0.1821303367614746,79.86158974855061,1.3403271588848755,24.553171157836918,0.4356882572174072,5219.4208984375,787.123046875,5278.43896484375,Estimated,-8.575958251953125,17.758718950353114,98.39163603737144,-2.452559471130371,-4.210370037620493,106.43074317518676,-2.653210401535034,-4.926794641597439,,,1.1807681,72.0,100.52864,41 +4/16/24 20:14:58,Lauren,,Gap Wedge,57.58608349131191,-2.2859411239624023,15.723702430725098,7.040927410125732,-8.682775497436523,70.85377898487695,1.2303976011073363,29.526390075683597,7.75103759765625,3427.71826171875,984.7134399414062,3566.3583984375,Estimated,-16.02828025817871,16.697149306391793,84.67872590149909,4.012101173400879,5.924740631259908,94.35065191368358,3.552642583847046,5.846510971295345,,,1.1807681,72.0,100.52864,41 +4/16/24 20:15:19,Jason,,Gap Wedge,57.58101474977866,0.0614573396742343,7.366690635681152,5.583189487457275,-1.783501148223877,77.77752632106876,1.3507494902452677,24.94830894470215,5.507930755615234,6123.71630859375,1045.9066162109375,6212.392578125,Estimated,-9.692370414733888,17.36712739640427,93.05337954156856,2.562389373779297,4.160258333509233,100.25892695785024,2.3061351776123047,4.034294897450678,,,1.1807681,72.0,100.52864,41 +4/16/24 20:15:38,Brian,,Gap Wedge,64.31342135970772,1.7909215688705444,4.027025699615479,6.422555446624756,2.3955297470092773,86.3932349408824,1.343315798077066,26.414247512817383,5.77952241897583,5676.6943359375,790.0504760742188,5731.408203125,Estimated,-7.923210144042969,23.52012565092696,109.41252306751994,3.2450995445251465,6.193521589674845,116.10294452640484,3.047353506088257,6.1722370480185305,,,1.1807681,72.0,100.52864,41 +4/16/24 20:16:01,Brian,,Gap Wedge,63.85943619632053,1.3071945905685425,3.5894572734832764,5.053561210632324,1.464103937149048,87.4676374812334,1.3696900989281382,27.63057518005371,4.600247859954834,5517.0087890625,2030.094482421875,5878.662109375,Estimated,-20.202110290527344,24.89926549569259,112.52217708193255,-3.214062452316284,-6.308738459816766,116.2307685868418,-3.44758939743042,-6.989744191009322,,,1.1807681,72.0,100.52864,41 +4/16/24 20:16:28,Lauren,,Gap Wedge,68.82868874381984,6.170932769775391,8.203927040100098,11.400811195373535,3.196884155273437,83.17692217363219,1.208462978035459,28.258359909057617,10.391417503356934,7123.37060546875,-516.64306640625,7142.08154296875,Estimated,4.148278713226318,23.694542499189996,100.46277796598316,13.380667686462402,23.249058544172613,105.01439084285266,13.364380836486816,24.27335312351238,,,1.1807681,72.0,100.52864,41 +4/16/24 20:17:08,Lauren,56,Sand Wedge,57.32402358077843,-1.5439529418945312,1.0662164688110352,8.886312484741211,7.820096015930176,66.02762025349057,1.1518315730305886,26.67059326171875,7.432830810546875,5323.1787109375,-499.1360168457031,5346.5283203125,Estimated,5.356764793395996,12.84958355313654,73.15269186801925,9.349225997924805,11.88376514400386,81.22239501299009,9.427629470825195,13.304365415291612,,,1.1807681,72.0,100.52864,41 +4/16/24 20:17:29,Jason,56,Sand Wedge,60.03519870800665,-2.939006090164185,5.588278293609619,0.9390001893043518,-4.649278163909912,65.70574236627681,1.0944536501969453,31.28560447692871,1.4705605506896973,4537.08984375,-158.78103637695312,4539.8671875,Estimated,2.0043184757232666,15.747145161524829,74.23397328370265,2.117755174636841,2.743187668753251,81.49699146553849,2.1486740112304688,3.0556226401386937,,,1.1807681,72.0,100.52864,41 +4/16/24 20:17:51,Brian,56,Sand Wedge,57.328430996606585,-0.6561815738677979,5.078179836273193,5.4032182693481445,0.3250384330749511,62.45809129383997,1.0894784700725024,30.634164810180664,5.073743343353272,4527.89794921875,1469.71142578125,4760.453125,Estimated,-17.98292350769043,13.569531505939947,67.61365898329177,0.9052541851997375,1.0683076933367843,74.93287553060236,0.4656222760677337,0.6087498983426443,,,1.1807681,72.0,100.52864,41 +4/16/24 20:18:10,Lauren,56,Sand Wedge,60.79531794020886,,,,0.0,66.66455797322942,1.0965409875607997,30.681379318237305,-1.4806604385375977,6015.16796875,0.0,6015.16796875,Estimated,-0.0,16.107797577477072,74.28583714530032,-1.605228304862976,-2.0809969018907424,79.92812633942322,-1.5940957069396973,-2.2236393388673434,,,1.1807681,72.0,100.52864,41 +4/16/24 20:18:32,Herald,56,Sand Wedge,62.927137616833534,1.294791340827942,-0.6326119303703308,2.455106496810913,3.0877184867858887,73.58874050440136,1.1694277428044932,31.154373168945312,1.9375232458114624,4840.37109375,476.3017272949219,4863.7490234375,Estimated,-5.619921684265137,20.072605611492463,87.95360002327288,0.3220336139202118,0.4944007307446334,94.8370675191245,0.1938266605138778,0.3203112712827689,,,1.1807681,72.0,100.52864,41 +4/16/24 20:18:56,Herald,56,Sand Wedge,61.47085574803805,-8.402950286865234,3.326383590698242,7.092835426330566,3.766451835632324,57.62014389843307,0.937357113338578,33.27242660522461,6.242436408996582,3656.259521484375,-75.32345581054688,3657.035400390625,Estimated,1.180196762084961,12.781733340377173,60.66076433294302,6.858925819396973,7.2444077662480595,68.50655843836512,6.835781574249268,8.153936551703566,,,1.1807681,72.0,100.52864,41 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_13.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_13.csv new file mode 100644 index 0000000000..1f99e0282f --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_13.csv @@ -0,0 +1,40 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +4/16/24 19:04:12,Lauren,56.0,Sand Wedge,64.27329808918694,2.034982681274414,1.6168146133422852,-6.838716506958008,-8.455531120300293,74.60301787161552,1.1607155706883885,28.00687026977539,-5.415170192718506,3950.7705078125,225.65310668945312,3957.20947265625,Estimated,-3.2689671516418457,17.682554333140388,91.26021322637187,-6.76515007019043,-10.750468638844495,100.92706632545288,-6.801263332366943,-11.95240799943565,,,1.1807561,72.0,100.527626,41 +4/16/24 19:04:57,Brian,56.0,Sand Wedge,63.04044190989498,-0.9185751080513,2.932801961898804,2.821116209030152,-0.1116857528686523,72.2660122950956,1.1463436820190271,30.895601272583008,2.6843016147613525,5963.07568359375,1427.8878173828125,6131.650390625,Estimated,-13.46619987487793,19.22126983507883,85.53664895570091,-1.6663613319396973,-2.487497829843903,88.58413475377438,-1.806127905845642,-2.791956052124931,,,1.1807561,72.0,100.527626,41 +4/16/24 19:05:32,Brian,56.0,Sand Wedge,67.83443034569154,2.807236671447754,0.082939513027668,-3.695319652557373,-3.77825927734375,77.0613831149467,1.1360216739822773,27.70927047729492,-3.0250415802001958,4518.814453125,1714.0198974609375,4832.96484375,Estimated,-20.77210807800293,18.477416405045687,93.55885194557597,-9.896721839904783,-16.08020944067323,101.63917650235726,-10.35863971710205,-18.27563252556638,,,1.1807561,72.0,100.527626,41 +4/16/24 19:06:05,Jason,56.0,Sand Wedge,60.78824388847306,0.952912211418152,0.6676788330078125,-2.980591058731079,-3.648269891738892,73.30968665655564,1.2059846109562795,24.0530948638916,-2.3647806644439697,7355.62744140625,-49.41049575805664,7355.79345703125,Estimated,0.3848713636398315,14.740885288884442,83.55232225873715,-2.4141104221343994,-3.519385613100212,90.26729895325298,-2.3886806964874268,-3.762168152597411,,,1.1807561,72.0,100.527626,41 +4/16/24 19:06:38,Lauren,56.0,Sand Wedge,64.71436393492877,3.860236644744873,1.6856430768966677,-1.1578524112701416,-2.8434953689575195,77.23403605676867,1.1934604832773852,27.662199020385746,-0.7401667833328247,7048.69384765625,1275.1365966796875,7163.10400390625,Estimated,-10.254133224487305,19.604170479304912,90.63744639406012,-4.622494697570801,-7.304540663935597,95.82493390996116,-4.791787624359131,-8.004736169932414,,,1.1807561,72.0,100.527626,41 +4/16/24 19:07:05,Herald,56.0,Sand Wedge,65.75016212057199,4.297850608825684,-2.828770875930786,-8.064591407775879,-5.235820770263672,81.01606816524509,1.2321805080370545,27.5271053314209,-6.978394031524658,4742.20166015625,2737.910888671875,5475.822265625,Estimated,-30.0,19.753279081398205,98.0892386860387,-17.8643856048584,-30.090344934440736,105.40951904325176,-18.504045486450195,-33.45398877782054,,,1.1807561,72.0,100.527626,41 +4/16/24 19:07:48,Lauren,56.0,Sand Wedge,60.73416024564858,-2.828968048095703,8.562311172485352,7.468231678009033,-1.0940794944763184,69.65495761300144,1.1468826988184464,28.98843765258789,7.205951690673828,5646.30810546875,1786.1478271484375,5922.08740234375,Estimated,-17.554197311401367,16.23151241142807,78.93777355367729,2.352018356323242,3.239457595628892,85.34247653177863,1.937853217124939,2.8859217550388507,,,1.1807561,72.0,100.527626,41 +4/16/24 19:09:46,Herald,56.0,Sand Wedge,64.97208469551333,-2.958186388015747,8.06728458404541,9.24444580078125,1.1771612167358398,68.46673451887727,1.0537869431116664,28.49518394470215,8.603033065795898,9711.96484375,994.9783325195312,9762.798828125,Estimated,-5.849471569061279,15.842845291760112,72.20515847379829,7.408779621124268,9.310686414884117,75.14975925299132,7.299363613128662,9.548053692649887,,,1.1807561,72.0,100.527626,41 +4/16/24 19:10:59,Jason,,Pitching Wedge,64.63230834808746,1.2510894536972046,1.5377776622772217,-4.305159568786621,-5.842937469482422,79.33694940015448,1.2275122369585325,18.835208892822266,-3.3439383506774902,5090.16650390625,1413.3328857421875,5282.736328125,Estimated,-15.517818450927734,11.954428195299442,92.4433283664439,-8.232633590698242,-13.237241096348043,103.8456433941692,-8.713095664978027,-15.731263105451603,,,1.1807561,72.0,100.527626,41 +4/16/24 19:11:43,Herald,,Pitching Wedge,62.47514496379654,-2.5082709789276123,3.790563106536865,4.561107635498047,0.7705445289611816,76.67174707597405,1.227236001139401,17.995403289794922,4.2208991050720215,5821.35009765625,631.0888671875,5855.4580078125,Estimated,-6.187236309051514,10.74238472653667,86.92872973504473,2.545374870300293,3.860580998083975,98.03630684273504,2.315959215164185,3.961722203085088,,,1.1807561,72.0,100.527626,41 +4/16/24 19:12:23,Lauren,,Pitching Wedge,65.18762567596514,1.339600682258606,2.694708824157715,-1.48063862323761,-4.175347328186035,87.77234223320193,1.3464571124203997,17.99213409423828,-0.8790493607521057,6148.30517578125,3549.72509765625,7099.45068359375,Estimated,-30.0,14.064261515834232,102.70207695164754,-11.82925033569336,-21.05349466091002,112.20997599228303,-12.74705696105957,-24.758834244960557,,,1.1807561,72.0,100.527626,41 +4/16/24 19:13:18,Lauren,,Pitching Wedge,61.90811577101249,1.2414132356643677,-0.3284884989261627,-3.917819023132324,-3.5893304347991943,88.09203134566269,1.4229480294877657,20.536846160888672,-3.25928807258606,5088.57470703125,1789.3084716796875,5393.99853515625,Estimated,-19.37333106994629,17.208035668441994,110.42829882403294,-10.489819526672363,-20.104674265297263,120.12906034227944,-11.001365661621094,-22.9244984865386,,,1.1807561,72.0,100.527626,41 +4/16/24 19:13:52,Lauren,,Pitching Wedge,65.33707248546443,3.658418655395508,-0.5510265827178955,7.322935581207275,7.87396240234375,80.53997339022044,1.2326841458673894,23.209796905517575,5.946277618408203,6158.87939453125,2137.340576171875,6519.2041015625,Estimated,-19.13851356506348,16.89278186155275,96.3021047987595,-0.4809198677539825,-0.8083624844487289,103.7713185423172,-0.969951629638672,-1.7568643237506194,,,1.1807561,72.0,100.527626,41 +4/16/24 19:14:35,Herald,,Pitching Wedge,64.86628538255036,6.2394843101501465,0.2174957543611526,4.010677337646484,3.7931816577911377,84.14733871343742,1.2972430626661695,23.875816345214844,3.321676015853882,5437.1298828125,1706.7138671875,5698.7060546875,Estimated,-17.42706298828125,19.168173205535368,104.54327741279305,-2.8040733337402344,-5.114383959535076,112.28978259398536,-3.223550796508789,-6.314228553274177,,,1.1807561,72.0,100.527626,41 +4/16/24 19:15:14,Jason,,Pitching Wedge,62.68586466652732,3.590726613998413,4.629613876342773,-0.746221125125885,-5.375834941864014,89.70271356681951,1.4309878956606066,18.426130294799805,-0.0336732938885688,6332.91064453125,1393.953857421875,6484.50927734375,Measured,-12.413576126098633,16.696764457515314,111.53471118423568,-4.904206275939941,-9.535121101678785,120.45906668943373,-5.233940124511719,-10.98859622780526,,,1.1807561,72.0,100.527626,41 +4/16/24 19:15:48,Jason,,Pitching Wedge,64.50140425803556,7.252927780151367,6.586523532867432,9.043557167053224,2.457033634185791,87.26099666478694,1.3528542156338557,22.350997924804688,8.252734184265137,5682.333984375,314.7972717285156,5691.046875,Estimated,-3.1709046363830566,19.72990029436528,110.94847266371198,7.727813720703125,14.918971238360086,118.8027689047467,7.59509801864624,15.702410912175424,,,1.1807561,72.0,100.527626,41 +4/16/24 19:18:08,Lauren,,7 Iron,72.51963710292603,5.30142068862915,3.2348968982696533,3.662726402282715,0.4278295040130615,107.4298946879262,1.4813904065108956,11.558192253112791,3.413419485092163,4457.7900390625,552.5966796875,4491.90966796875,Measured,-7.066453456878662,14.494354644645114,142.01364918883155,0.8764801621437073,2.17287683340399,156.63325076227738,0.6142119765281677,1.6799946717397916,,,1.1807561,72.0,100.527626,41 +4/16/24 19:18:49,Herald,,7 Iron,73.92326891236098,0.4608841836452484,2.94195294380188,5.703413486480713,2.761460542678833,95.61600642503436,1.2934493811196444,16.523033142089844,5.053030967712402,2601.91455078125,-49.59428024291992,2602.38720703125,Measured,1.0919647216796875,14.046033863221169,127.2353688959738,5.539304733276367,12.281897042951073,146.36213695138397,5.547152996063232,14.148087650246453,,,1.1807561,72.0,100.527626,41 +4/16/24 19:21:41,Herald,,7 Iron,,,,,0.0,62.04819735520414,-27.738025665283203,21.06759262084961,-11.373320579528809,4319.63525390625,0.0,4319.63525390625,Estimated,-0.0,7.632898105741049,61.74673902760787,-11.75205135345459,-12.57635128034542,74.11462632805706,-11.681639671325684,-15.006245368397344,,,1.1807561,72.0,100.527626,41 +4/16/24 19:23:15,Lauren,,7 Iron,89.84549165324097,,,,0.0,91.91470725198906,1.0230308228122813,5.709312438964844,-0.3802406787872314,1742.9669189453125,-311.0150756835937,1770.498291015625,Measured,10.117376327514648,1.7791916859228394,60.53794226494938,0.5753931999206543,0.608207629066996,113.57233684321454,1.0315449237823486,2.0448608700042143,,,1.1807561,72.0,100.527626,41 +4/16/24 19:23:57,Jason,,7 Iron,75.25628820296151,,-2.3829493522644043,17.209381103515625,19.592330932617188,84.32411320771826,1.1204925890086603,4.619553565979004,13.838005065917969,4518.68798828125,-288.9774475097656,4527.9189453125,Estimated,3.659175395965576,1.66284621255474,59.46710704532779,14.543761253356934,14.933330586141553,99.9348612589356,14.765520095825195,25.46978466048108,,,1.1807561,72.0,100.527626,41 +4/16/24 19:24:34,Lauren,,7 Iron,68.33255366662206,0.0781244561076164,-0.8823695778846741,4.346738338470459,5.229107856750488,98.90192478940024,1.4473617548660442,16.776119232177734,3.460101366043091,2506.2783203125,-345.85565185546875,2530.029052734375,Measured,7.856951236724853,15.387253056767577,135.24353793874343,5.784181594848633,13.6300914920148,154.1415660061066,6.026427745819092,16.182910900197953,,,1.1807561,72.0,100.527626,41 +4/16/24 19:25:10,Jason,,7 Iron,67.77408330844719,1.776463270187378,5.554759979248047,7.053760051727295,1.499000072479248,94.5676899837863,1.395337057579938,15.681394577026367,6.489169120788574,2143.313232421875,-343.9935913085937,2170.742431640625,Measured,9.117995262145996,11.810558335500332,121.2440916485939,8.764593124389648,18.47458375044266,142.92255168228075,9.049456596374512,22.4798780948538,,,1.1807561,72.0,100.527626,41 +4/16/24 19:25:52,Lauren,,7 Iron,70.19814494746242,1.9132022857666016,0.698431134223938,5.323687553405762,4.625256538391113,100.40063390214073,1.430246254759045,15.10423183441162,4.460390567779541,2826.1943359375,-415.8321533203125,2856.622314453125,Measured,8.370160102844238,14.264743792609352,134.58328327982963,7.087757110595703,16.60621546169989,152.10741128767222,7.34227180480957,19.438837733248192,,,1.1807561,72.0,100.527626,41 +4/16/24 19:26:25,Brian,,7 Iron,72.36996416270176,-0.8693388104438782,2.5513510704040527,1.8613282442092896,-0.6900228261947632,107.7312800115169,1.4886186729250828,14.50095558166504,1.848180174827576,2581.235595703125,844.9077758789062,2715.998046875,Measured,-18.124664306640625,15.430957913593716,148.41735093408352,-3.491661071777344,-9.039252189418336,168.18265523918308,-4.133891582489014,-12.123844094070025,,,1.1807561,72.0,100.527626,41 +4/16/24 19:27:06,Jason,,7 Iron,71.58636573465992,2.993263959884644,5.729365825653076,6.436550617218018,0.7071847915649414,103.89657224397524,1.4513458139371882,15.400226593017578,6.004026889801025,4410.9609375,539.6675415039062,4443.8515625,Measured,-6.975297927856445,18.48207422369705,141.3593268345503,3.62811803817749,8.945319860932727,153.71033501788042,3.383387565612793,9.071533605203626,,,1.1807561,72.0,100.527626,41 +4/16/24 19:27:46,Jason,,7 Iron,71.25888577873138,5.356181621551514,-2.74214243888855,3.201937437057495,5.944079875946045,104.59079356962776,1.4677579143518538,14.305222511291504,2.2870280742645264,2224.07666015625,-131.4239044189453,2227.956298828125,Measured,3.381758213043213,13.570591144038872,142.41642847692128,3.230163812637329,8.024919355454415,164.63435276985183,3.3355414867401123,9.578984487039406,,,1.1807561,72.0,100.527626,41 +4/16/24 19:28:26,Lauren,,7 Iron,71.04372026061537,-1.2656214237213137,1.751871943473816,3.3552803993225098,1.6034084558486938,107.59136909202334,1.5144388370617037,15.70225715637207,2.9753098487854004,2486.32958984375,928.843994140625,2654.163818359375,Measured,-20.484703063964844,16.87687894646183,150.68435903885438,-3.0616455078125,-8.048081208703309,168.7376719820204,-3.72982668876648,-10.976731618540157,,,1.1807561,72.0,100.527626,41 +4/16/24 19:29:00,Herald,,7 Iron,74.56136715204684,8.35486888885498,-1.7553778886795044,3.3005850315093994,5.055963039398193,111.53455987490544,1.4958760030172489,15.98447608947754,2.491530418395996,2500.849365234375,143.71115112304688,2504.97509765625,Measured,-3.288881301879883,19.571417649719702,164.7601576773759,1.5609740018844604,4.488195726845845,183.65288755424444,1.442115068435669,4.622018840772,,,1.1807561,72.0,100.527626,41 +4/16/24 19:29:44,Jason,,7 Iron,75.43747437968796,4.64340877532959,1.7869501113891602,5.256977558135986,3.470027446746826,110.46435568612742,1.4643167284490994,16.763893127441406,4.5417962074279785,2847.122314453125,551.8009643554688,2900.101806640625,Measured,-10.968513488769531,21.0764041200448,161.68455392344913,0.9889314770698548,2.790829665169383,177.93848456414526,0.6299394965171814,1.957044275138017,,,1.1807561,72.0,100.527626,41 +4/16/24 19:30:59,Herald,,7 Iron,74.54135671619588,3.378999948501587,4.37150239944458,9.85336685180664,5.4818644523620605,101.1339886430651,1.3567500391509688,15.40544319152832,8.640771865844727,4643.6064453125,129.51882934570312,4645.412109375,Measured,-1.5976718664169312,17.494308999096233,135.2427119216427,8.547551155090332,20.101121974583748,147.25161552755526,8.443292617797852,21.621001783543303,,,1.1807561,72.0,100.527626,41 +4/16/24 19:31:45,Brian,,7 Iron,72.89625995866936,1.8830320835113523,1.7011650800704956,1.5288386344909668,-0.1723264455795288,105.85868721143744,1.4521826945779803,12.9044771194458,1.468684434890747,2944.2587890625,-376.8838806152344,2968.282470703125,Measured,7.294554710388184,13.474437330168712,141.9483521198381,3.7414631843566895,9.262852515505188,161.8701824937234,4.003941535949707,11.302624567404903,,,1.1807561,72.0,100.527626,41 +4/16/24 19:32:22,Jason,,7 Iron,75.2323439458196,4.128006458282471,3.5857722759246826,6.406345367431641,2.820573091506958,104.17694874323116,1.3847361823294608,16.90890121459961,5.710994720458984,2436.866943359375,1107.216064453125,2676.611328125,Measured,-24.43517303466797,17.018097625111864,144.00563531709304,-1.2406468391418457,-3.1181329443680568,162.6245613840856,-2.086003303527832,-5.9197511542271855,,,1.1807561,72.0,100.527626,41 +4/16/24 19:32:53,Lauren,,7 Iron,73.21764718487611,-1.264788269996643,3.4225142002105717,12.294219017028809,8.871705055236816,99.75823491206302,1.3624889455976557,18.10674285888672,10.526999473571776,1986.88916015625,681.3255615234375,2100.460205078125,Measured,-18.927392959594727,16.333695524363065,138.52485332518154,6.103806495666504,14.729411786201126,158.4315984574696,5.461061000823975,15.077875235163106,,,1.1807561,72.0,100.527626,41 +4/16/24 19:33:39,Jason,,8 Iron,69.97457845958297,-0.5763123631477356,5.338718891143799,4.781692981719971,-0.5570259094238281,103.10726508178232,1.4734960517316535,15.59692096710205,4.595808982849121,4960.35302734375,-1000.8339233398438,5060.31298828125,Measured,11.40722942352295,18.628162440028063,137.54437102660904,9.580474853515623,22.89188332647018,148.75241350712713,9.878841400146484,25.520782872844396,,,1.1807561,72.0,100.527626,41 +4/16/24 19:34:15,Herald,,8 Iron,67.92418717703413,-1.443292260169983,6.21034574508667,3.584466457366944,-2.6258792877197266,106.07775241790478,1.5617080870092586,16.762653350830078,3.721444129943848,6081.95703125,747.5087890625,6127.72119140625,Measured,-7.0068535804748535,23.12009140956593,141.95290772930275,0.776068925857544,1.922718675618583,150.51515068730987,0.5881738662719727,1.5450283532750717,,,1.1807561,72.0,100.527626,41 +4/16/24 19:35:02,Herald,,8 Iron,92.14710990461208,,,,0.0,104.3675470780572,1.1326187786691884,19.03961181640625,8.077310562133789,3196.93359375,536.3910522460938,3241.619873046875,Measured,-9.524542808532717,22.360228683451624,156.49594836419965,5.003589153289795,13.64927240173654,165.3052622150044,4.806726932525635,13.851806162901994,,,1.1807561,72.0,100.527626,41 +4/16/24 19:35:29,Brian,,8 Iron,72.5109844027329,-0.7582629919052124,6.182328701019287,6.369043350219727,0.1867146492004394,109.86379514678627,1.515133135368737,18.538793563842773,6.005253314971924,3481.55224609375,413.8565673828125,3506.06396484375,Measured,-6.7790117263793945,25.04068963566692,160.71289081755822,3.764159917831421,10.550756059822334,174.00140337940138,3.5326907634735107,10.721624789175394,,,1.1807561,72.0,100.527626,41 +4/16/24 19:36:02,Brian,,8 Iron,68.70709014643126,4.51422929763794,4.6442484855651855,5.637129783630371,0.9928812980651855,98.88318580555006,1.4391991509872757,17.25286865234375,5.211587429046631,2864.95361328125,935.6414184570312,3013.865234375,Measured,-18.086090087890625,16.378691554384545,134.22794574158615,-0.0839293748140335,-0.1932297103952063,150.05875538013606,-0.6792617440223694,-1.779250221541247,,,1.1807561,72.0,100.527626,41 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_2.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_2.csv new file mode 100644 index 0000000000..9199a3ea2c --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_2.csv @@ -0,0 +1,85 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +8/23/24 20:12:51,Lauren,,7 Iron,78.72093517240137,2.9638469219207764,1.5609185695648191,6.796789646148682,5.235871315002441,98.43362939107828,1.250412348068598,15.574910163879396,5.778350353240967,3262.99072265625,-584.6589965820312,3314.956298828125,Measured,10.158397674560549,14.64244011192045,131.10854639410627,9.200733184814451,20.96349217135821,146.9942152491949,9.502846717834473,24.268288554015957,,,1.1702211,75.0,100.462364,61 +8/23/24 20:13:38,Lauren,,7 Iron,78.81015867656242,0.4981519281864166,0.7352385520935059,3.024375438690185,2.28913688659668,110.06599868108242,1.3965965876657378,19.12509155273437,2.57628870010376,3350.046875,-14.15379238128662,3350.076904296875,Measured,0.2420705556869506,25.836890856508266,169.45383715196476,2.857252359390259,8.446931179334683,176.82015753303494,2.8502559661865234,8.79243994844012,,,1.1702211,75.0,100.462364,61 +8/23/24 20:14:37,Jason,,7 Iron,79.5651451679696,0.9149054884910583,1.1660600900650024,14.266915321350098,13.100854873657228,93.48761284222384,1.1749819929928182,15.135597229003906,11.865073204040527,3725.224365234375,-1255.8128662109375,3931.20361328125,Measured,18.629512786865234,12.281074154702992,116.11128813348296,18.096193313598636,36.06570466541734,131.68720057579594,18.72066879272461,42.26564301041071,,,1.1702211,75.0,100.462364,61 +8/23/24 20:15:30,Brian,,7 Iron,75.5389174762322,,-5.789125442504883,20.578149795532227,26.36727523803711,72.92270445363829,0.9653660244281752,2.2474653720855717,16.178983688354492,3115.026611328125,-1798.4613037109375,3596.9228515625,Estimated,30.0,0.1783266755767343,16.42696662198773,17.4307861328125,4.920753870072872,33.21619180429025,18.07197952270508,10.304043942129056,,,1.1702211,75.0,100.462364,61 +8/23/24 20:16:46,Brian,,7 Iron,,,,,0.0,38.688407071595066,-17.295265197753906,,-2.6460773944854736,2139.504638671875,0.0,2139.504638671875,Estimated,-0.0,,,,,,,,,,1.1702211,75.0,100.462364,61 +8/23/24 20:17:18,Lauren,,7 Iron,76.1908566229331,-2.7181856632232666,1.2017885446548462,11.067556381225586,9.865767478942873,95.87052722252974,1.258294386910373,21.470069885253903,9.241518020629885,3234.48046875,-307.6826171875,3249.081787109375,Measured,5.433957099914551,21.248000829115423,134.17144283445305,11.694738388061523,27.19621254856156,147.63789116084445,11.77777862548828,30.135316976591863,,,1.1702211,75.0,100.462364,61 +8/23/24 20:17:23,Herald,,7 Iron,,,,,0.0,76.51835364533144,-34.206764221191406,10.117616653442385,11.576716423034668,3850.776611328125,0.0,3850.776611328125,Estimated,-0.0,3.927331158397635,67.51801621535515,11.738059997558594,13.735696526802712,94.08303906025958,11.687895774841309,19.05937882694184,,,1.1702211,75.0,100.462364,61 +8/23/24 20:22:12,Lauren,,7 Iron,75.58570520321337,-0.438535988330841,0.4513809382915497,16.139629364013672,15.68824863433838,87.46942946056333,1.1572218480385992,5.714025974273682,13.31393814086914,5039.712890625,-2723.230224609375,5728.41064453125,Estimated,28.3847599029541,2.433610122054347,67.27085771468319,19.157663345336918,22.07620395490494,102.4791190833057,21.201698303222656,37.061797852833024,,,1.1702211,75.0,100.462364,61 +8/23/24 20:22:54,Jason,,7 Iron,68.37588116684947,-6.900287628173828,2.3457069396972656,4.601691246032715,2.255984306335449,90.39148215536808,1.321979046014728,17.29414939880371,4.073444843292236,2114.849853515625,30.74323081970215,2115.0732421875,Measured,-0.8328409194946289,12.306706758597898,116.04670027109114,4.011075496673584,8.117424927129662,136.71363144426778,3.962348699569702,9.447113777169534,,,1.1702211,75.0,100.462364,61 +8/23/24 20:23:31,Jason,,7 Iron,72.60886914032199,0.0635347738862037,-0.9040579795837402,27.842586517333984,28.746644973754883,74.1348163388775,1.021015989046827,15.16066074371338,22.75741004943848,6168.75048828125,-180.2510986328125,6171.38330078125,Estimated,1.6737085580825806,7.673778130095798,77.60027665183861,24.06400489807129,31.64204726079629,90.8152570045022,23.99424362182617,36.92955168064464,,,1.1702211,75.0,100.462364,61 +8/23/24 20:24:32,Lauren,,7 Iron,73.46591312118653,1.3313140869140625,-1.352965235710144,12.229029655456545,13.581995010375977,82.3301266078879,1.1206575010111055,19.436906814575195,9.875909805297852,1770.4444580078125,-1022.1663818359376,2044.3331298828125,Estimated,29.99999618530273,10.858403625908975,97.3490522713164,15.698440551757812,26.340150118738165,117.61976223156672,16.654850006103516,33.71046291579523,,,1.1702211,75.0,100.462364,61 +8/23/24 20:29:29,Jason,,7 Iron,75.1921950755941,3.891012668609619,-4.506737232208252,25.70582771301269,30.21256446838379,76.31385467084601,1.0149172343502442,16.916624069213867,20.55143547058105,3193.03955078125,1843.5020751953125,3687.00439453125,Estimated,-30.0,8.181777082621522,80.52061422164843,14.34849452972412,19.954549829042207,96.87577784702351,13.157076835632324,22.050997917921904,,,1.1702211,75.0,100.462364,61 +8/23/24 20:30:25,Lauren,,7 Iron,68.23127696815845,-0.8604903817176819,-0.2539789378643036,0.1588837206363678,0.4128626585006714,85.70812711010785,1.2561413316374737,18.135475158691406,0.0987310707569122,2454.289306640625,-300.17266845703125,2472.577392578125,Estimated,6.972949504852295,12.029806427545054,107.22079098580798,1.713835835456848,3.206667219811834,124.74407628933568,1.935630202293396,4.213490807405435,,,1.1702211,75.0,100.462364,61 +8/23/24 20:31:32,Brian,,7 Iron,78.11834372315298,1.76077139377594,-6.71577262878418,21.119762420654297,27.83553504943848,80.46988993195009,1.0301023562036962,5.766119003295898,16.50792694091797,5108.458984375,-847.6710815429688,5178.310546875,Estimated,9.421517372131348,2.0550248174828454,59.13646241223205,18.373613357543945,18.640529751619624,94.2323312217086,18.98686790466309,30.6586342702376,,,1.1702211,75.0,100.462364,61 +8/23/24 20:32:12,Jason,,7 Iron,70.34175929090452,0.0112661132588982,-4.700859069824219,24.348264694213867,29.04912376403809,75.73841597506362,1.0767205247432148,9.111833572387695,19.412012100219727,4283.09912109375,-865.4130859375,4369.654296875,Estimated,11.422991752624512,3.2339242197097637,62.21952117908313,21.802568435668945,23.108917233786546,88.38365456290103,22.38271141052246,33.65574345467508,,,1.1702211,75.0,100.462364,61 +8/23/24 20:33:25,Brian,,7 Iron,73.53203715846121,6.396341800689697,-8.601393699645996,9.507089614868164,18.108482360839844,80.12838133783862,1.0897070778164668,,6.733072757720947,1093.351318359375,-631.24658203125,1262.4932861328125,Estimated,30.0,,,,,,,,,,1.1702211,75.0,100.462364,61 +8/23/24 20:34:51,Herald,,9 Iron,75.6659090780804,,-12.745339393615724,6.864316940307617,19.609657287597656,71.51885504671327,0.945192569786114,0.5554428696632385,4.04371976852417,3048.163818359375,-1737.4019775390625,3508.542236328125,Estimated,29.68241310119629,0.0110753072947336,22.959303843465023,5.713573455810547,2.285715775528644,22.959303843465023,5.713573455810547,2.285715775528644,,,1.1702211,75.0,100.462364,61 +8/23/24 20:35:32,Lauren,,9 Iron,72.67579530167768,-2.665708303451538,3.7079267501831055,22.97559356689453,19.26766586303711,71.23624710652985,0.9801921920610258,19.63134765625,19.33663749694824,1771.140625,-1022.5684204101562,2045.136962890625,Estimated,30.0,7.863859579172583,74.04905392003002,24.376020431518555,30.56176499206049,92.26161294788926,25.276376724243164,39.39434081939908,,,1.1702211,75.0,100.462364,61 +8/23/24 20:36:27,Jason,,9 Iron,70.79714817143349,-3.9470231533050537,1.5071953535079956,26.080455780029297,24.573261260986328,72.76142631394396,1.0277451591376818,10.677984237670898,21.611669540405277,3002.98828125,-516.1314697265625,3047.02001953125,Estimated,9.75229263305664,3.379586129866624,59.0934427741372,23.376123428344727,23.446234666643026,86.8538041434831,23.79261016845703,35.03919903020187,,,1.1702211,75.0,100.462364,61 +8/23/24 20:37:39,Jason,,9 Iron,70.80961522762891,-1.5039092302322388,-3.5759196281433105,1.831488251686096,5.407407760620117,88.98327653202432,1.2566552755014029,22.32582092285156,1.056981921195984,4527.30126953125,-499.971923828125,4554.82470703125,Estimated,6.301916122436523,19.86807251348091,116.80646913162582,3.3975930213928223,6.922419625495877,126.83594373792948,3.549940824508667,7.853566696890823,,,1.1702211,75.0,100.462364,61 +8/23/24 20:38:10,Herald,,9 Iron,73.21586373878108,0.1246029064059257,-0.577222466468811,-1.3152097463607788,-0.7379872798919678,93.6126503332789,1.2785842514577073,20.463520050048828,-1.15256929397583,5397.6875,1857.875732421875,5708.47900390625,Measured,-18.993385314941406,20.039821493380717,120.6950906464599,-8.779372215270996,-18.42171031238854,129.65415555710297,-9.249134063720703,-20.83903058457372,,,1.1702211,75.0,100.462364,61 +8/23/24 20:39:02,Jason,,9 Iron,72.90881234721382,-3.448471069335937,-4.327438354492188,4.279937744140625,8.607376098632812,91.95413933048258,1.2612211935721729,22.18585586547852,2.974158525466919,4930.89892578125,333.62799072265625,4942.1728515625,Measured,-3.870772123336792,21.636051564810487,125.73521337414697,1.6781809329986572,3.682261166872422,131.18988821951098,1.612040877342224,3.690805020520429,,,1.1702211,75.0,100.462364,61 +8/23/24 20:39:41,Brian,,9 Iron,73.27879634620149,1.006879806518555,2.8987064361572266,6.249855995178223,3.351149559020996,91.64292372028194,1.250606291174874,23.89659118652344,5.4964799880981445,3618.006103515625,691.3051147460938,3683.459228515625,Measured,-10.817319869995115,22.45360616206653,124.97153136189264,2.1642842292785645,4.719472171444579,136.4262108676403,1.8358968496322632,4.370801175256531,,,1.1702211,75.0,100.462364,61 +8/23/24 20:40:19,Lauren,,9 Iron,75.56917632720342,7.50357723236084,-1.610722303390503,23.08631706237793,24.69703865051269,82.63611987832701,1.093516217783356,13.185338020324709,18.7620792388916,5893.07666015625,256.70770263671875,5898.6650390625,Estimated,-2.494278907775879,8.554033891593122,91.56889331383444,18.658899307250977,29.29596679174597,105.86633153077946,18.4461727142334,33.49755075037547,,,1.1702211,75.0,100.462364,61 +8/23/24 20:43:59,Jason,,Pitching Wedge,67.8711531221029,5.699554920196533,-5.394635200500488,,43.49351119995117,63.6621094057723,0.9379847914362328,21.9898681640625,30.620269775390625,1695.285400390625,-707.035400390625,1836.8155517578125,Estimated,22.639057159423828,7.417495895083903,63.67360747442808,34.55768585205078,36.117943989333526,80.2271445298893,35.14665985107422,46.18446003926056,,,1.1702211,75.0,100.462364,61 +8/23/24 20:44:11,Herald,,Pitching Wedge,,,,,0.0,105.59154575951834,-47.203643798828125,18.339508056640625,-5.086055755615234,4816.55126953125,-178.1757354736328,4819.845703125,Measured,2.118541955947876,24.059619112795417,146.85455995392113,-4.605173110961914,-11.790934171652566,157.509412941552,-4.510366916656494,-12.386475814068376,,,1.1702211,75.0,100.462364,61 +8/23/24 20:44:34,Herald,,Pitching Wedge,70.66286065374197,4.530824661254883,-4.122888088226318,16.710477828979492,20.83336639404297,83.7720897085137,1.1855179500729358,11.308180809020996,13.210481643676758,2586.33349609375,-1493.219970703125,2986.4404296875,Estimated,29.99999618530273,4.947257859432,78.18712425567901,18.687389373779297,25.051527981261412,109.09847804070614,20.221195220947266,37.70939943161284,,,1.1702211,75.0,100.462364,61 +8/23/24 20:45:09,Brian,,Pitching Wedge,59.90848443629284,-3.929275751113892,-5.379068374633789,16.211181640625,21.59025001525879,64.83120525385812,1.0821706785588965,27.747812271118164,12.643166542053224,6149.421875,-89.04305267333984,6150.06689453125,Estimated,0.8295794725418091,13.185799629858709,70.82277296587927,13.742364883422852,16.82439348613684,77.68943643707553,13.667612075805664,18.3571307936038,,,1.1702211,75.0,100.462364,61 +8/23/24 20:45:42,Jason,,Pitching Wedge,67.84331344322709,-1.5859904289245603,-3.177281618118286,-2.231439113616944,0.9458425045013428,83.04472529849227,1.2240664714583271,24.639812469482425,-2.230518579483032,6877.62255859375,-264.86212158203125,6882.720703125,Estimated,2.205411195755005,20.16765598332654,104.5588966452433,-1.55620276927948,-2.8398066387180165,108.0288443005038,-1.5245692729949951,-2.874065489380825,,,1.1702211,75.0,100.462364,61 +8/23/24 20:46:07,Jason,,Pitching Wedge,64.60034285013535,-3.403191566467285,2.353264570236206,2.646159410476685,0.2928948402404785,82.9214285873577,1.2836066331679532,22.79899406433105,2.4680721759796143,7127.03125,-328.7160339355469,7134.607421875,Estimated,2.64074969291687,18.34650103818626,100.98735723019944,3.709243059158325,6.533223729729343,107.63958999948773,3.746379375457764,7.033189353065154,,,1.1702211,75.0,100.462364,61 +8/23/24 20:46:36,Lauren,,Pitching Wedge,70.33261166308694,-1.7874735593795776,-0.7926057577133179,-0.5303695201873779,0.2622362375259399,83.25811590374815,1.1837768274918898,27.742061614990234,-0.5348339080810547,2282.04541015625,1016.0748291015624,2498.027099609375,Estimated,-24.00089836120605,20.4870096301438,111.39823480325867,-6.826650619506836,-13.24141289988711,124.6164441318615,-7.459194183349609,-16.177729520202433,,,1.1702211,75.0,100.462364,61 +8/23/24 20:47:14,Brian,,Pitching Wedge,65.74562670622026,4.349278450012207,-14.142535209655762,5.587825298309326,19.73036003112793,78.5353031802897,1.1945327334275664,26.839136123657227,2.820353507995605,2903.5166015625,653.8944702148438,2976.237060546875,Estimated,-12.691713333129885,18.01195994058503,100.65092630559502,-0.4068635404109955,-0.7146470897471531,113.00259363388432,-0.7745546698570251,-1.527690337766714,,,1.1702211,75.0,100.462364,61 +8/23/24 20:47:40,Herald,,Pitching Wedge,72.556884673284,2.1354541778564453,0.165882334113121,-3.676891803741455,-3.842774152755737,93.77782816132458,1.292473189602837,24.16666984558105,-2.999525785446167,5256.646484375,179.0825958251953,5259.6962890625,Measured,-1.9511890411376955,25.261029697287995,124.47987597120664,-4.118133068084717,-8.939229027765691,132.58281170316968,-4.133133411407471,-9.555838278053784,,,1.1702211,75.0,100.462364,61 +8/23/24 20:48:12,Lauren,,Pitching Wedge,68.05441287491112,-1.0249748229980469,3.1670312881469727,8.284887313842773,5.117856025695801,84.9203047307883,1.2478295108779778,23.931589126586918,7.201675891876221,6479.72265625,-1038.5845947265625,6562.42822265625,Estimated,9.106045722961426,20.12950901176532,108.368879663366,11.518594741821287,21.639766555862025,112.0760694422861,11.589763641357422,22.516398063034785,,,1.1702211,75.0,100.462364,61 +8/23/24 20:49:17,Lauren,,Pitching Wedge,72.42903121471045,0.1726863086223602,-0.4359702467918396,11.716196060180664,12.152166366577148,85.81523627462866,1.1848182259988511,23.833784103393555,9.569397926330566,5819.78662109375,-3360.054931640625,6720.1103515625,Estimated,30.0,18.71160476851469,103.65511712654006,21.64318084716797,38.23062873758727,110.983182069157,22.31403923034668,42.138444720504594,,,1.1702211,75.0,100.462364,61 +8/23/24 20:49:56,Herald,,Pitching Wedge,70.18335685137299,0.1058730855584144,-1.7073230743408203,3.3602449893951416,5.067567825317383,86.72653456301578,1.2357136856060646,28.23092269897461,2.5465493202209477,5425.06689453125,1013.6644287109376,5518.955078125,Estimated,-10.583579063415527,25.427976931314333,113.12352587487476,-1.447262406349182,-2.857420253997674,116.9664160793136,-1.569351077079773,-3.203496649122144,,,1.1702211,75.0,100.462364,61 +8/23/24 20:50:23,Lauren,,Pitching Wedge,73.9948371535047,3.4044206142425537,0.1604161411523819,15.431608200073242,15.271191596984863,80.69368255055451,1.090531254000233,22.712364196777344,12.695944786071776,5020.6201171875,-479.963623046875,5043.509765625,Estimated,5.460794448852539,16.253141126876358,99.51403474873588,15.404690742492676,26.434416191506894,109.13650820176828,15.456327438354492,29.08528862712137,,,1.1702211,75.0,100.462364,61 +8/23/24 20:54:05,Brian,,Pitching Wedge,72.55966650786286,-1.6590496301651,0.3935964405536651,22.533205032348636,22.13960838317871,83.70880723846221,1.1536547956624248,3.9237539768218994,18.558534622192383,3817.708251953125,-215.36045837402344,3823.77783203125,Estimated,3.2286860942840576,1.0699657245058418,48.96932663274629,19.04806137084961,15.981696471901728,94.6875417366773,19.223438262939453,31.176173615981725,,,1.1702211,75.0,100.462364,61 +8/23/24 20:54:45,Herald,,Pitching Wedge,70.09737597647563,0.4610254168510437,-3.968974351882935,3.315035820007324,7.28400993347168,83.49138894633143,1.1910772376750702,24.86869239807129,2.226419687271118,5095.85986328125,420.9859924316406,5113.2197265625,Estimated,-4.722671508789063,19.99620528737978,105.93886250710966,0.7263158559799194,1.3431713368649696,114.24300432376184,0.6010083556175232,1.1984848465230868,,,1.1702211,75.0,100.462364,61 +8/23/24 20:55:43,Jason,,Pitching Wedge,72.17183951468996,0.3764344155788421,2.9074020385742188,0.546654999256134,-2.360747098922729,88.6248635995671,1.2279701362125912,28.313371658325195,0.812829315662384,4359.640625,385.22894287109375,4376.62744140625,Estimated,-5.049685955047607,26.380268267471592,117.3328839893993,-0.9983841180801392,-2.044468720471542,125.7265360227857,-1.1115314960479736,-2.438720842127424,,,1.1702211,75.0,100.462364,61 +8/23/24 20:56:13,Lauren,,Pitching Wedge,72.95310836960289,-0.4900960922241211,0.8387641310691833,3.874064683914185,3.0353004932403564,90.32374533669643,1.238106879272211,24.98650932312012,3.2871968746185303,7772.87841796875,750.044677734375,7808.982421875,Measured,-5.511697769165039,25.027623546982568,111.85510569603592,1.2070693969726562,2.356461480681844,116.2353158526994,1.11170756816864,2.2556120411907443,,,1.1702211,75.0,100.462364,61 +8/23/24 20:56:50,Jason,,Pitching Wedge,69.78275987216557,-2.292471408843994,5.694947242736816,6.614322185516357,0.919374942779541,91.94158694193813,1.3175401361362764,25.04063415527344,6.145745754241943,7232.599609375,1260.106689453125,7341.55029296875,Measured,-9.88321018218994,25.876412437335603,115.37699230535782,2.423497438430786,4.878810035815661,120.0610098829502,2.244196891784668,4.701500041798283,,,1.1702211,75.0,100.462364,61 +8/23/24 20:58:13,Jason,,Pitching Wedge,71.7358680101861,-9.38437557220459,11.708884239196776,17.840932846069336,6.132048606872559,82.55095819398048,1.1507626586780646,23.273202896118164,16.120044708251953,5914.728515625,-981.35986328125,5995.58837890625,Estimated,9.420581817626951,17.84184422177077,101.85088718835776,20.95447158813477,36.42454651863363,109.68630184657468,21.0578670501709,39.41147858833756,,,1.1702211,75.0,100.462364,61 +8/23/24 20:58:50,Lauren,,Pitching Wedge,70.59461610759354,2.211508512496948,5.252103328704834,3.923598051071167,-1.328505277633667,79.41641941681974,1.1249642507550557,25.674997329711918,3.880112409591675,5518.00390625,591.1409912109375,5549.578125,Estimated,-6.114747047424316,18.72321489776391,97.58872238463572,2.077636480331421,3.538008544098602,105.02882528309785,1.915812611579895,3.5112339089848774,,,1.1702211,75.0,100.462364,61 +8/23/24 20:59:22,Herald,,Pitching Wedge,72.9284729204337,0.2807262241840362,1.45710551738739,2.111539363861084,0.6544338464736938,93.93598313704388,1.2880563568022294,27.98517799377441,1.9167896509170528,5721.43896484375,1310.7587890625,5869.6640625,Measured,-12.90356159210205,29.85831965110674,121.2389352994196,-3.511399745941162,-7.425597537556769,127.42906573429264,-3.743398666381836,-8.319623901061107,,,1.1702211,75.0,100.462364,61 +8/23/24 20:59:52,Lauren,,Pitching Wedge,73.10702232757467,0.7965351939201355,4.719464302062988,4.326123237609863,-0.393341064453125,90.37477408142512,1.2361982639161242,26.32701873779297,4.144108295440674,9318.1865234375,-199.0318145751953,9320.3115234375,Measured,1.2236233949661257,26.765394568885768,108.30853035336986,5.321965217590332,10.04586666535954,109.16234000928216,5.318429470062256,10.118407028247702,,,1.1702211,75.0,100.462364,61 +8/23/24 21:00:24,Jason,,Pitching Wedge,73.47285917439876,2.1879806518554688,7.517343521118164,0.5982872247695923,-6.919056415557861,91.34244291959112,1.2432133980627629,14.751124382019045,1.4320693016052246,3157.251708984375,58.54156875610352,3157.79443359375,Measured,-1.0622531175613403,11.125196719937549,113.36749294583932,1.194521188735962,2.363461506282676,130.9042948928336,1.149269461631775,2.6258932404488746,,,1.1702211,75.0,100.462364,61 +8/23/24 21:01:20,Jason,,Pitching Wedge,70.29942164592603,2.7395241260528564,2.3745903968811035,5.534682750701904,3.160092353820801,89.87942832845602,1.278523012339244,28.814393997192383,4.84343957901001,5093.89453125,1409.9261474609375,5285.4189453125,Measured,-15.47142219543457,27.83338879029725,115.76870797046196,-0.8771495819091797,-1.772925767376023,122.67311792007968,-1.2085275650024414,-2.5873207449266715,,,1.1702211,75.0,100.462364,61 +8/23/24 21:01:55,Brian,,Pitching Wedge,70.36939417214262,-8.182762145996094,8.552024841308594,18.58136558532715,10.029340744018556,83.63424383186702,1.1885031101344283,21.208559036254883,16.3332462310791,6677.33203125,-224.0006256103516,6681.087890625,Estimated,1.9213483333587649,16.90738108803771,102.25498476636584,18.38508415222168,32.25143094735472,110.2737501901247,18.311267852783203,34.64574789482549,,,1.1702211,75.0,100.462364,61 +8/23/24 21:02:16,Lauren,,Pitching Wedge,,,,,0.0,48.93997522215113,-21.87812614440918,,5.859886646270752,2243.58154296875,0.0,2243.58154296875,Estimated,-0.0,,,,,,,,,,1.1702211,75.0,100.462364,61 +8/23/24 21:04:02,Lauren,,Pitching Wedge,73.07091821069389,4.286375999450684,3.170555591583252,16.860740661621094,13.690185546875,83.43001792089854,1.141767750616395,21.549095153808597,14.2465181350708,4015.845703125,-1328.0711669921875,4229.75048828125,Estimated,18.299448013305664,15.337402090377507,103.8560979338381,20.786380767822266,36.85695395545781,115.3931789030894,21.249174118041992,41.82133758989312,,,1.1702211,75.0,100.462364,61 +8/23/24 21:04:34,Jason,,Pitching Wedge,69.15233301065882,2.856275081634521,6.188667297363281,9.54096221923828,3.352294921875,85.77489967323527,1.240376078996703,26.83319664001465,8.611533164978027,6859.69775390625,-1743.5101318359375,7077.8017578125,Estimated,14.260741233825684,23.352707003100704,105.19966063802258,15.50815486907959,28.12782634047744,110.47922820163784,15.680304527282717,29.859176956734014,,,1.1702211,75.0,100.462364,61 +8/23/24 21:05:03,Herald,,Pitching Wedge,66.80022360835801,-1.3400968313217163,3.9152464866638175,3.4132273197174072,-0.5020191669464111,78.93223513510566,1.1816163310751209,23.689437866210938,3.2936055660247803,6026.15576171875,3181.401123046875,6814.38671875,Estimated,-27.83101272583008,15.949088612489504,92.13791897295596,-6.013988494873047,-9.653416762832537,99.65282230887352,-6.714693546295166,-11.652004770194594,,,1.1702211,75.0,100.462364,61 +8/23/24 21:08:52,Jason,,Pitching Wedge,72.35832483029208,-2.8123486042022705,-6.179876327514648,4.887282371520996,11.067158699035645,100.36657776163702,1.387077133101616,19.124664306640625,3.241255283355713,3654.01171875,-185.59490966796875,3658.721923828125,Measured,2.9076743125915527,21.036215050651208,140.78885773140428,4.5150980949401855,11.083169971085,153.90856243484268,4.573631763458252,12.272702387950972,,,1.1702211,75.0,100.462364,61 +8/23/24 21:09:27,Herald,,7 Iron,72.45175521926103,-3.362169981002808,1.933691143989563,0.7442594766616821,-1.1894316673278809,100.91126267882372,1.3928063215782085,15.485296249389648,0.8533086180686951,4871.75439453125,448.1484375,4892.3232421875,Measured,-5.255797386169434,17.593865961703386,134.67107471350573,-1.1563985347747805,-2.7179148829135897,146.09218788797807,-1.311644196510315,-3.344086428388664,,,1.1702211,75.0,100.462364,61 +8/23/24 21:10:07,Herald,,7 Iron,75.16051970762874,-2.066176652908325,-0.3091549277305603,-0.7743523120880127,-0.4651973843574524,104.18700942718353,1.3861933077693795,18.88151359558105,-0.6747542023658752,1403.437744140625,-810.275146484375,1620.55029296875,Measured,30.000001907348636,17.031969914830142,147.20208787593947,5.607975482940674,14.384838544039326,169.9982408265987,6.468113899230957,19.150357518521787,,,1.1702211,75.0,100.462364,61 +8/23/24 21:10:44,Lauren,,7 Iron,76.29572154667403,-1.7796411514282229,1.6711714267730713,0.4360122978687286,-1.235159158706665,106.11408693212798,1.3908261797774926,20.4478759765625,0.5672590732574463,3025.956298828125,278.3601989746094,3038.732666015625,Measured,-5.255893230438232,25.15247728329973,163.3145776894471,-1.3685932159423828,-3.9006970609156326,171.63849385487447,-1.4517176151275637,-4.3486572420711695,,,1.1702211,75.0,100.462364,61 +8/23/24 21:11:26,Brian,,7 Iron,78.23157975033519,0.2268694639205932,0.2376271039247512,-0.6614299416542053,-0.8990570306777954,107.05680459143332,1.3684602168726452,19.44898223876953,-0.5135799646377563,5323.119140625,80.37397766113281,5323.72607421875,Estimated,-0.865045428276062,27.05964647380847,147.7461911807186,-0.9669208526611328,-2.493304980370283,156.8700256439406,-0.981981635093689,-2.688687227318894,,,1.1702211,75.0,100.462364,61 +8/23/24 21:12:06,Jason,,7 Iron,,,,,0.0,95.34830177961156,-42.62450408935547,17.692386627197266,2.307520627975464,2935.658447265625,146.88812255859375,2939.3310546875,Measured,-2.8644533157348637,15.886858862048143,129.15652614374903,1.561475396156311,3.5196192340984,145.0190164583746,1.4576367139816284,3.689203047961428,,,1.1702211,75.0,100.462364,61 +8/23/24 21:14:08,Herald,,7 Iron,76.36657299608578,-1.0676000118255615,-0.4281428754329681,5.879159927368164,6.307302951812744,93.42777779907374,1.2234119475789813,2.602777004241944,4.775702953338623,4037.7939453125,-359.56207275390625,4053.771728515625,Measured,5.088717937469482,0.9883262018079648,58.48882745902392,5.533606052398682,5.640098475789444,109.51899583744398,5.882666110992432,11.224811044843364,,,1.1702211,75.0,100.462364,61 +8/23/24 21:14:53,Lauren,,7 Iron,78.22187746224881,1.4275683164596558,-0.1877750009298324,9.438464164733888,9.626238822937012,101.90791891596018,1.302805841820182,23.215652465820312,7.729472637176514,4096.3408203125,39.467041015625,4096.53125,Measured,-0.5520108938217163,28.230563260332247,143.85930513615676,8.270254135131836,20.693067522348883,154.15668462213216,8.186140060424805,21.95031561131009,,,1.1702211,75.0,100.462364,61 +8/23/24 21:15:44,Brian,,7 Iron,72.48877239227659,0.0880687981843948,4.628438949584961,12.204418182373049,7.575979232788086,100.58621469484297,1.3876109551216522,23.94169235229492,10.60412883758545,3913.67919921875,-1.4832769632339478,3913.679443359375,Measured,0.0217149909585714,28.20893245898219,142.197909407545,11.662311553955078,28.74436049830183,152.63347571394843,11.564306259155272,30.59802630842205,,,1.1702211,75.0,100.462364,61 +8/23/24 21:16:18,Jason,,7 Iron,74.64058970489987,-2.610990285873413,3.014028310775757,12.840171813964844,9.826143264770508,101.62881386870504,1.361575709282392,23.892793655395508,10.924345016479492,4884.5234375,-666.1996459960938,4929.74560546875,Measured,7.766643524169922,29.2347372312031,139.33282320380658,15.644023895263672,37.57246415224654,147.76177703874055,15.7047119140625,39.99609010548102,,,1.1702211,75.0,100.462364,61 +8/23/24 21:16:53,Jason,,7 Iron,78.3394739724672,-0.2036376744508743,1.871072769165039,6.198494911193848,4.327422142028809,101.1198405395935,1.2907903948286985,17.740299224853516,5.325706005096436,5559.21044921875,-248.75030517578125,5564.77294921875,Measured,2.562026262283325,21.40612887046018,135.35470815945246,6.87868595123291,16.21114566655035,144.70731598514976,6.90262508392334,17.391283181846347,,,1.1702211,75.0,100.462364,61 +8/23/24 21:17:33,Lauren,,7 Iron,78.37110667425804,-0.9267191886901855,-0.1582955867052078,7.802657604217529,7.960953235626221,100.68900604250211,1.2847720328999088,18.0356502532959,6.389472961425781,6477.69873046875,-1022.0850219726562,6557.837890625,Measured,8.966503143310547,21.903620614297324,131.87782696671002,11.076204299926758,25.335661176700118,139.4667380974106,11.225369453430176,27.149805405992996,,,1.1702211,75.0,100.462364,61 +8/23/24 21:19:32,Lauren,,7 Iron,,,,,0.0,99.84427551960472,-44.63438415527344,8.46164608001709,6.092019557952881,5137.35107421875,0.0,5137.35107421875,Estimated,-0.0,8.418185888524192,116.76872265320436,6.2723236083984375,12.75749099001166,136.58915317026913,6.240390300750732,14.847290267000972,,,1.1702211,75.0,100.462364,61 +8/23/24 21:22:11,Herald,,7 Iron,85.86630768553186,0.0238719955086708,1.2974423170089722,0.401388943195343,-0.8960533738136292,114.84524168696409,1.3374889963542131,16.58624267578125,0.4920550584793091,3882.620361328125,-822.7047119140625,3968.82666015625,Measured,11.963685989379885,24.821382095421768,166.62732344374854,5.598006725311279,16.25419867907351,180.1861188132807,5.942275524139404,18.65412983115698,,,1.1702211,75.0,100.462364,61 +8/23/24 21:23:57,Lauren,,Driver,83.36690611554513,-1.1972675323486328,2.1963798999786377,-9.439393997192385,-11.63577365875244,107.56876455276142,1.2903053449491446,7.891417503356934,-7.478906631469727,2062.45361328125,-600.8511962890625,2148.19384765625,Estimated,16.242340087890625,5.525729003241395,114.06952404539334,-4.51809024810791,-8.985711262797963,157.84452557623808,-3.63367223739624,-10.00377421060125,,,1.1702211,75.0,100.462364,61 +8/23/24 21:24:36,Jason,,Driver,81.56005335716964,-3.821100950241089,4.218563556671143,-5.90846061706543,-10.127023696899414,106.33015697314386,1.3037038672289782,17.481746673583984,-4.3254876136779785,1602.08740234375,412.8793640136719,1654.4344482421875,Measured,-14.451431274414062,16.828613265416607,153.182218064263,-7.703444957733154,-20.533454318944223,176.09292874010498,-8.104961395263672,-24.826809611826093,,,1.1702211,75.0,100.462364,61 +8/23/24 21:24:55,Jason,,Driver,,,,,0.0,76.94700363428728,-34.39838790893555,,14.25688934326172,2424.1552734375,0.0,2424.1552734375,Estimated,-0.0,,,,,,,,,,1.1702211,75.0,100.462364,61 +8/23/24 21:27:01,Jason,,Gap Wedge,72.2644677795779,9.304129600524902,-3.576467990875244,-3.200690031051636,0.3757779598236084,58.69370164852853,0.8122069317324372,5.819033622741699,-3.076632261276245,1813.9085693359373,-49.399879455566406,1814.5810546875,Estimated,1.5600043535232544,0.5488088384334731,19.936619417431302,-3.0175936222076416,-1.049534577410988,31.01854201925812,-2.9931674003601074,-1.6196870797790552,,,1.1702211,75.0,100.462364,61 +8/23/24 21:27:31,Lauren,,Gap Wedge,67.78828261132821,-1.5128288269042969,1.729336500167847,5.06599760055542,3.336661100387573,83.08489976842247,1.225652820337685,26.589815139770508,4.377712249755859,7657.66845703125,649.0570068359375,7685.1259765625,Estimated,-4.844758987426758,22.28271031599047,99.84735350790017,2.877119779586792,5.011799310509446,104.30515921039024,2.7786173820495605,5.056429264770372,,,1.1702211,75.0,100.462364,61 +8/23/24 21:28:02,Jason,,Gap Wedge,66.58582181476595,-1.402863621711731,-0.6640130281448364,0.0215212814509868,0.6855342984199524,84.37828218289178,1.2672109449609616,30.78817176818848,-0.0654078871011734,5481.138671875,1309.4815673828125,5635.39013671875,Estimated,-13.436498641967772,26.417197072399404,104.70259858994996,-5.352877616882324,-9.76770019193259,110.43904538994956,-5.572110176086426,-10.723543818803364,,,1.1702211,75.0,100.462364,61 +8/23/24 21:28:24,Jason,,Gap Wedge,70.20366595044561,-4.020910739898682,1.691145658493042,2.461857557296753,0.7707118988037109,78.13447153712241,1.1129685391682378,25.52718162536621,2.2338337898254395,6218.10498046875,637.1221313476562,6250.66015625,Estimated,-5.850249290466309,18.129337804960187,93.91788570175504,0.3494263589382171,0.5723383970536773,100.88297036204494,0.2065338045358657,0.3643154876050509,,,1.1702211,75.0,100.462364,61 +8/23/24 21:28:58,Brian,,Gap Wedge,68.09841876731343,-0.4480818212032318,0.891181468963623,4.626767158508301,3.7355856895446777,79.62352102795103,1.169241848331573,28.673532485961918,3.912042617797852,6339.1025390625,429.06982421875,6353.60693359375,Estimated,-3.872228145599365,21.8865954840544,96.11954667588998,2.8750782012939453,4.821255834190708,101.54177323332716,2.7807300090789795,4.926260650744439,,,1.1702211,75.0,100.462364,61 +8/23/24 21:29:43,Brian,,Gap Wedge,67.88947824406023,1.5626541376113892,-2.778384208679199,0.4895125925540924,3.267896890640259,77.59383990651531,1.1429435298879196,28.34144401550293,0.0544458553194999,6338.630859375,728.4609985351562,6380.35205078125,Estimated,-6.555901050567627,20.34039785246864,92.68629420455908,-2.3235528469085693,-3.757787758881392,98.30489589818716,-2.438793897628784,-4.183078098867924,,,1.1702211,75.0,100.462364,61 +8/23/24 21:30:49,Brian,,Gap Wedge,,,,,0.0,99.1213483917336,-44.31120681762695,18.814865112304688,-1.602967619895935,3859.18798828125,-2228.103515625,4456.20654296875,Measured,30.0000057220459,18.705092583190208,129.95616075890302,9.130260467529297,20.62140428115481,141.75344545849293,10.033150672912598,24.695990196448065,,,1.1702211,75.0,100.462364,61 +8/23/24 21:30:54,Lauren,,Gap Wedge,64.71348927835106,2.293543577194214,-1.37632417678833,-2.60261344909668,-1.2262892723083496,74.68556838608129,1.1540958340978569,28.86240768432617,-2.31006121635437,2506.76953125,529.75146484375,2562.134033203125,Estimated,-11.932653427124023,17.624522460010212,94.35120259175072,-5.322186470031738,-8.751673084256367,106.85677609620323,-5.61998462677002,-10.464499849848607,,,1.1702211,75.0,100.462364,61 +8/23/24 21:31:12,Herald,,Gap Wedge,57.69977604656151,-0.6542183756828308,-9.67824363708496,-4.370079040527344,5.308164596557617,65.29679988333282,1.131664702314283,30.594188690185547,-4.800691604614258,5146.81103515625,-1493.31005859375,5359.07080078125,Estimated,16.179706573486328,15.06532332126494,72.12226473747705,-0.6708556413650513,-0.844824112564595,78.77164399314461,-0.2947505712509155,-0.4053827216436154,,,1.1702211,75.0,100.462364,61 +8/23/24 21:31:29,Brian,,Gap Wedge,62.29252520360615,-2.9178125858306885,-9.293098449707031,-2.705739736557007,6.587358474731445,69.52620389814547,1.1161243451103593,27.64219093322754,-3.385373592376709,5680.37939453125,-1751.598876953125,5944.30908203125,Estimated,17.13764190673828,15.122847277314236,78.55009619439898,1.5258523225784302,2.091660162105456,85.7226529882937,1.9426946640014648,2.90607182687026,,,1.1702211,75.0,100.462364,61 +8/23/24 21:31:50,Jason,,Gap Wedge,55.53549594436026,-2.5396227836608887,-9.001790046691895,-4.972357273101807,4.029432773590088,59.43058914870335,1.0701370022560974,31.544652938842773,-5.210773944854736,5433.49365234375,-831.9179077148438,5496.81201171875,Estimated,8.704910278320312,12.923380671840846,62.01624170803507,-3.395921468734741,-3.673542358213496,68.42478691719589,-3.173483371734619,-3.7879749292900726,,,1.1702211,75.0,100.462364,61 +8/23/24 21:32:37,Jason,,Gap Wedge,59.54812165965996,-0.3183625042438507,-11.290467262268066,-6.685527324676514,4.604939937591553,63.70978458918353,1.069887392138228,34.65966796875,-6.904386043548584,2557.767822265625,-732.0029907226562,2660.451904296875,Estimated,15.970498085021973,16.398034121493424,72.83044507544764,-3.9000325202941895,-4.953619338353633,82.71420692773881,-3.465827703475952,-5.000326850777014,,,1.1702211,75.0,100.462364,61 +8/23/24 21:33:18,Brian,,Gap Wedge,51.32265920511463,2.806195020675659,-15.829054832458496,-12.488579750061035,3.340475082397461,56.029036918147085,1.0917017509600015,31.899311065673828,-12.23904514312744,5045.16455078125,-251.98715209960935,5051.45361328125,Estimated,2.859334707260132,11.515173785916772,56.63097732995402,-12.333246231079102,-12.096218411034329,63.32260861186524,-12.1795015335083,-13.359499970863908,,,1.1702211,75.0,100.462364,61 +8/23/24 21:33:34,Brian,,Gap Wedge,,,,,0.0,112.65127019391277,-50.359622955322266,,8.759115219116211,1763.1025390625,-157.7218017578125,1770.1431884765625,Measured,5.1118998527526855,,,,,,,,,,1.1702211,75.0,100.462364,61 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_3.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_3.csv new file mode 100644 index 0000000000..f58bf914a8 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_3.csv @@ -0,0 +1,56 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +8/6/24 22:41:06,Jason,,7 Iron,75.65318670749664,-3.03,3.09,9.03,5.94,107.17161926707286,1.4166173816502694,17.440000534057617,7.800000190734863,2889.432861328125,-1015.2630004882812,3062.610107421875,Estimated,19.36000061035156,20.199036289547397,150.84206989984523,15.09000015258789,39.28258654619458,166.2073396378637,15.670000076293944,44.88188947665094,,,1.1838602,73.004,101.33,73 +8/6/24 22:41:27,Herald,,7 Iron,49.7047252702713,0.0,-10.21,0.0,10.21,24.78525437454709,0.4986498615529278,30.51000022888184,31.559999465942383,5309.76513671875,-2838.72412109375,6020.9599609375,Estimated,28.1299991607666,1.8263341088651688,11.493875685898956,33.70000076293945,6.37576526285261,18.361767753237476,34.279998779296875,10.34558154701665,,,1.1838602,73.004,101.33,73 +8/6/24 22:41:37,Lauren,,7 Iron,46.75196931362152,0.0,0.0,0.0,0.0,100.05816105248503,2.1401913656572407,22.8700008392334,17.3799991607666,2254.314697265625,-1176.0234375,2542.6298828125,Measured,27.549999237060547,22.408135589392487,141.17453262498384,27.15999984741211,64.43569168592694,148.47987792552703,27.540000915527344,68.64610526674687,,,1.1838602,73.004,101.33,73 +8/6/24 22:42:21,Herald,,7 Iron,73.17018738031388,-6.15,4.55,3.84,-0.71,102.33983713388444,1.3986548456129624,15.390000343322754,3.7200000286102295,2362.10302734375,189.22044372558597,2369.669921875,Measured,-4.579999923706055,14.873140847630792,139.96062957479353,2.569999933242798,6.277339901955429,159.95187041596182,2.390000104904175,6.681977207046373,,,1.1838602,73.004,101.33,73 +8/6/24 22:44:48,Jason,,7 Iron,74.40050236225127,-1.58,5.19,5.88,0.6899999999999995,102.49642199438132,1.3776307785575532,17.889999389648438,5.480000019073486,2267.5419921875,16.22646713256836,2267.60009765625,Measured,-0.4099999964237213,18.274276689416183,146.33638857994083,5.610000133514404,14.304461448203028,164.94969105576274,5.559999942779541,15.977689454602457,,,1.1838602,73.004,101.33,73 +8/6/24 22:48:47,Brian,,7 Iron,76.01109652042388,-1.48,5.72,8.62,2.8999999999999995,93.63815617240834,1.2319011362669678,17.850000381469727,7.800000190734863,1752.0699462890625,22.93585205078125,1752.219970703125,Measured,-0.75,13.604548581895983,124.40944758386011,7.869999885559082,17.02755823258758,146.01924807490104,7.800000190734863,19.82720761191399,,,1.1838602,73.004,101.33,73 +8/6/24 22:49:31,Lauren,,7 Iron,75.60844798088073,1.84,1.41,2.89,1.4800000000000002,108.78221615588065,1.4387574280507467,16.760000228881836,2.549999952316284,2484.653076171875,1176.0821533203125,2748.93994140625,Measured,-25.32999992370605,18.919508683785807,152.75589311699878,-5.53000020980835,-14.720034614796193,169.22572293444864,-6.340000152587891,-18.68985089896023,,,1.1838602,73.004,101.33,73 +8/6/24 22:52:42,Brian,,7 Iron,65.65408130884171,-1.51,-0.11,4.0,4.11,92.27362364530563,1.4054514480408855,16.579999923706055,3.2699999809265137,3047.845703125,-790.4970092773438,3148.68994140625,Measured,14.539999961853027,13.418635286030169,117.71653138645888,7.679999828338623,15.726158903821556,133.25677490851285,8.149999618530273,18.886701620754597,,,1.1838602,73.004,101.33,73 +8/6/24 22:53:38,Jason,,7 Iron,65.02773913621903,-5.7,6.23,4.86,-1.37,77.89012235563314,1.197798407114696,14.989999771118164,4.769999980926514,1730.009033203125,-122.49119567871094,1734.3399658203125,Estimated,4.050000190734863,6.496062868229672,79.83376848697662,5.449999809265137,7.578739752196895,108.78171299798488,5.590000152587891,10.597112097797549,,,1.1838602,73.004,101.33,73 +8/6/24 22:54:49,Herald,,7 Iron,67.15282865047455,-3.43,-1.11,3.69,4.8,94.6224050859937,1.409060600834795,14.829999923706056,2.890000104904175,3307.805908203125,-418.4596252441406,3334.169921875,Measured,7.210000038146973,12.75153052570522,120.48337161685232,5.210000038146973,10.947069052426514,136.34076398755315,5.440000057220459,12.937444864521922,,,1.1838602,73.004,101.33,73 +8/6/24 22:55:49,Brian,,7 Iron,74.84788962841034,2.19,-0.04,1.62,1.66,97.97780958218664,1.3090256795296038,12.920000076293944,1.3200000524520874,2930.2802734375,-330.2372436523437,2948.830078125,Measured,6.429999828338623,11.111110625287893,123.0314925312996,3.180000066757202,6.835082918405533,142.69465439854866,3.430000066757202,8.530183690760282,,,1.1838602,73.004,101.33,73 +8/6/24 22:57:04,Lauren,,7 Iron,73.17018738031388,2.48,-0.16,-0.8,-0.64,104.0175393819809,1.421583613573831,17.0,-0.6700000166893005,3155.650146484375,1209.4451904296875,3379.47998046875,Measured,-20.96999931335449,18.657041750027247,142.2353388288975,-8.100000381469727,-20.03499471668601,156.57260942603352,-8.760000228881836,-23.84076838503779,,,1.1838602,73.004,101.33,73 +8/6/24 22:58:45,Brian,,7 Iron,70.55297187328338,0.3,3.57,6.67,3.1,100.99767874870122,1.431515584206687,17.530000686645508,5.920000076293945,1938.9603271484373,13.87514591217041,1939.010009765625,Measured,-0.4099999964237213,16.32764640923142,142.01661951295137,6.039999961853027,14.938757059594993,162.7405875841141,5.989999771118164,16.98381374362782,,,1.1838602,73.004,101.33,73 +8/6/24 23:00:48,Herald,,7 Iron,79.52308655977248,2.56,2.82,5.69,2.870000000000001,107.93217796087264,1.3572433192686355,15.56999969482422,5.03000020980835,3347.377197265625,-279.9104919433594,3359.06005859375,Measured,4.78000020980835,19.42257187124937,151.9356831667901,7.110000133514404,18.81014902581273,166.5682340184212,7.21999979019165,20.9426936448142,,,1.1838602,73.004,101.33,73 +8/6/24 23:02:43,Jason,,7 Iron,75.8545109772682,-4.85,2.63,10.22,7.590000000000001,90.12616681571852,1.1881451169427115,21.51000022888184,8.720000267028809,2900.808349609375,-63.80238723754883,2901.510009765625,Measured,1.2599999904632568,18.372702050313364,121.71915994840856,9.619999885559082,20.35214356533288,135.47680850543384,9.59000015258789,22.583113545231527,,,1.1903353,69.998,101.33,83 +8/6/24 23:03:33,Jason,,7 Iron,82.58768933296204,-0.52,1.92,10.32,8.4,95.49480888968628,1.1562838197916845,17.670000076293945,8.720000267028809,3969.69775390625,78.30140686035156,3970.469970703125,Measured,-1.1299999952316284,17.43219501620308,126.35607786404488,8.84000015258789,19.42257187124937,138.89982337087986,8.739999771118164,21.11767160065324,,,1.1903353,69.998,101.33,83 +8/6/24 23:07:00,Brian,,7 Iron,74.48997981548308,-2.84,3.62,2.17,-1.4500000000000002,108.44667229296738,1.4558558421091992,14.979999542236328,2.240000009536743,3093.731689453125,-164.84291076660156,3098.1201171875,Measured,3.049999952316284,18.307085838349167,152.96368230767257,3.440000057220459,9.186351025156682,168.63516242545847,3.5199999809265137,10.367453270021088,,,1.1903353,69.998,101.33,83 +8/6/24 23:08:54,Lauren,,7 Iron,76.1453127002716,2.93,-0.13,2.37,2.5,103.16750118697291,1.354876584367943,12.670000076293944,1.9299999475479128,2927.3984375,-211.3792266845703,2935.02001953125,Measured,4.130000114440918,12.53280808090642,134.71128255601525,3.25,7.633420624134317,154.53848808202747,3.400000095367432,9.153542919174583,,,1.1903353,69.998,101.33,83 +8/6/24 23:09:46,Jason,,7 Iron,75.20579944133758,-3.71,7.22,6.58,-0.6399999999999997,109.94542407188236,1.4619274695383375,19.13999938964844,6.309999942779541,3260.79541015625,17.073640823364258,3260.840087890625,Measured,-0.3000000119209289,26.01706062185167,160.9908163693308,6.679999828338623,18.733594344969102,174.879701522088,6.619999885559082,20.15529284353852,,,1.1903353,69.998,101.33,83 +8/6/24 23:10:50,Brian,,7 Iron,80.77577090501785,-1.16,5.3,-0.93,-6.23,113.45741342857218,1.404597098330189,16.450000762939453,-0.1000000014901161,2424.91552734375,1007.4091796875,2625.85009765625,Measured,-22.559999465942383,20.4396325432524,164.11855098028173,-7.619999885559082,-21.762903595022863,181.0804867431998,-8.319999694824219,-26.2029728747666,,,1.1903353,69.998,101.33,83 +8/6/24 23:11:28,Brian,,7 Iron,0.0,0.0,0.0,0.0,0.0,48.47441045899859,inf,28.46999931335449,19.26000022888184,6110.12109375,-3527.6796875,7055.35986328125,Estimated,30.0,6.780402046468112,40.68241436471044,25.57999992370605,17.56342848308236,46.51137090818884,26.21999931335449,20.548994287127243,,,1.1903353,69.998,101.33,83 +8/6/24 23:12:04,Lauren,,7 Iron,78.22566348791122,-0.16,4.95,6.88,1.93,106.8808151547637,1.366313948507203,18.989999771118164,6.269999980926514,2511.27783203125,1083.60595703125,2735.090087890625,Measured,-23.34000015258789,21.81758550991117,153.1167874975563,-1.2200000286102295,-3.258967556354776,169.9256347578048,-2.009999990463257,-5.960192096259448,,,1.1903353,69.998,101.33,83 +8/6/24 23:13:14,Lauren,,7 Iron,75.83214161396026,-1.71,4.72,4.94,0.2200000000000006,106.74660443618632,1.4076696525281158,14.920000076293944,4.650000095367432,3501.999267578125,-393.43109130859375,3524.030029296875,Measured,6.409999847412109,18.110235116554804,147.6049839745283,7.300000190734863,18.744530727946767,162.0516058860303,7.46999979019165,21.062991771666702,,,1.1903353,69.998,101.33,83 +8/6/24 23:13:25,Brian,,7 Iron,0.0,0.0,0.0,0.0,0.0,37.71474790252614,inf,15.43000030517578,-0.3700000047683716,11265.767578125,-491.87396240234375,11276.5,Estimated,2.5,1.4216971948808066,17.90245009768455,-0.1400000005960464,-0.0437445297000289,23.74234302414061,-0.0799999982118606,-0.0328083972750217,,,1.1903353,69.998,101.33,83 +8/6/24 23:14:21,Jason,,7 Iron,73.3491422867775,-6.87,8.74,6.52,-2.2200000000000006,108.40193254236328,1.4778895725670222,18.13999938964844,6.449999809265137,2406.302001953125,274.1634521484375,2421.8701171875,Measured,-6.5,21.675414617103343,160.32371160900584,4.670000076293945,13.046806608396764,178.0511733213425,4.420000076293945,13.735783091726148,,,1.1903353,69.998,101.33,83 +8/6/24 23:16:51,Brian,4 Hybrid,4 Hybrid,80.61918536186218,-2.32,2.79,-1.2,-3.99,112.24946576196636,1.3923418508650327,12.720000267028809,-0.6399999856948853,2440.12109375,-54.52188873291016,2440.72998046875,Measured,1.2799999713897705,14.741906337800629,156.34295998481502,-0.270000010728836,-0.7436570293446536,177.5699808139325,-0.2199999988079071,-0.6999124752004633,,,1.1903353,69.998,101.33,83 +8/6/24 23:18:04,Herald,4 Hybrid,4 Hybrid,83.3706170487404,-0.47,1.88,-1.88,-3.76,117.88654633955866,1.4140059233415467,13.720000267028809,-1.309999942779541,2527.22412109375,827.9773559570312,2659.39990234375,Measured,-18.13999938964844,18.26334239234029,169.58661731500615,-7.46999979019165,-22.047243294736745,188.7795168001176,-8.079999923706055,-26.54199448936879,,,1.1903353,69.998,101.33,83 +8/6/24 23:19:37,Lauren,4 Hybrid,4 Hybrid,81.5586986207962,0.31,0.82,1.83,1.0100000000000002,113.45741342857218,1.3911135825755108,11.229999542236328,1.6100000143051147,3336.52587890625,-584.1173706054688,3387.27001953125,Measured,9.93000030517578,14.807523592715713,154.15573345092525,5.25,14.09667538638189,171.1395461516022,5.590000152587891,16.66666593793184,,,1.1903353,69.998,101.33,83 +8/6/24 23:20:33,Herald,4 Hybrid,4 Hybrid,80.50733854532243,2.17,1.01,7.51,6.5,119.0273801136409,1.4784662151840138,11.649999618530272,6.300000190734863,3590.740234375,-933.9793090820312,3710.219970703125,Estimated,14.579999923706056,17.913384394760442,165.68240994215012,12.520000457763672,35.925194150418065,180.8836276777984,12.970000267028809,40.61679606684447,,,1.1903353,69.998,101.33,83 +8/6/24 23:22:07,Herald,4 Hybrid,4 Hybrid,80.95472581148147,-2.48,6.86,10.15,3.29,105.4268116596877,1.3022934807437203,16.329999923706055,9.1899995803833,1778.4151611328125,100.98572540283205,1781.280029296875,Measured,-3.25,15.835519604745514,148.92824668269168,8.699999809265137,22.51749733326733,171.5004405321597,8.550000190734863,25.48118828545512,,,1.1903353,69.998,101.33,83 +8/6/24 23:23:33,Jason,4 Hybrid,4 Hybrid,80.64155472517012,-1.37,1.62,-2.64,-4.26,117.75232708774638,1.4601941578265865,5.099999904632568,-1.9600000381469729,2603.2265625,30.897165298461918,2603.409912109375,Measured,-0.6800000071525574,5.227471645445746,130.36963655126692,-2.150000095367432,-4.899387456772104,170.6911607072234,-2.190000057220459,-6.50699872973189,,,1.1903353,69.998,101.33,83 +8/6/24 23:27:53,Lauren,5 Wood,5 Wood,81.20078880786895,-1.15,3.36,-2.27,-5.63,114.84431156435949,1.4143250730740466,8.520000457763672,-1.4500000476837158,2711.13330078125,1341.6922607421875,3024.9599609375,Measured,-26.32999992370605,8.869203219460701,137.98118388797047,-8.930000305175781,-21.412947683344782,170.1334239484786,-10.399999618530272,-30.708660452376307,,,1.1903353,69.998,101.33,83 +8/6/24 23:35:05,Herald,,Driver,81.49159053087234,4.95,-8.21,-3.28,4.9300000000000015,120.90640697283834,1.4836672862218103,13.510000228881836,-3.7200000286102295,3899.5400390625,-1027.3909912109375,4032.610107421875,Measured,14.760000228881836,22.95494222286493,172.03630035314563,2.569999933242798,7.720909602053837,185.2362204950332,3.0299999713897705,9.798774913544207,,,1.1903353,69.998,101.33,83 +8/6/24 23:38:59,Jason,,Driver,0.0,0.0,0.0,0.0,0.0,97.37383574888372,inf,15.199999809265137,-0.6800000071525574,4563.88134765625,425.7887573242188,4583.7001953125,Measured,-5.329999923706055,15.693350797839456,125.98424501460796,-2.7300000190734863,-6.003936585219208,138.05773648291233,-2.890000104904175,-6.966316385284813,,,1.1903353,69.998,101.33,83 +8/6/24 23:39:43,Jason,,Driver,85.38385974645615,3.75,-5.53,-3.54,1.99,124.59735533194451,1.4592612198831398,15.119999885559082,-3.5999999046325684,999.9995727539062,577.3499145507812,1154.699951171875,Estimated,-30.0,15.96675411457568,177.6137346894502,-8.710000038146973,-26.90288678402453,207.9068188463807,-9.460000038146973,-34.16447820905,,,1.1903353,69.998,101.33,83 +8/6/24 23:40:52,Jason,,Driver,0.0,0.0,0.0,0.0,0.0,127.30404624423043,inf,15.220000267028809,-4.690000057220459,2806.11962890625,-136.751220703125,2809.449951171875,Measured,2.789999961853028,27.198162866716075,197.14566830457443,-3.869999885559082,-13.298337159177663,214.18416500604144,-3.75,-14.00918640846237,,,1.1903353,69.998,101.33,83 +8/6/24 23:41:58,Jason,,Driver,91.35647974967958,0.25,-3.13,-3.38,-0.25,133.25429654281652,1.4586189935069591,15.270000457763672,-3.1700000762939453,2137.18017578125,-446.0909423828125,2183.239990234375,Estimated,11.789999961853027,27.045055590930588,213.76858662469385,0.8399999737739563,3.1386699509777145,233.2895901145457,1.2000000476837158,4.866578829314562,,,1.1903353,69.998,101.33,83 +8/6/24 23:44:49,Jason,,Driver,91.49069592952728,1.43,-14.97,-2.3,12.670000000000002,116.2983235926704,1.2711491852925867,14.0600004196167,-3.759999990463257,1869.1317138671875,370.0980224609375,1905.4200439453125,Estimated,-11.199999809265137,16.294837260298436,167.6946543483973,-6.860000133514404,-20.03499471668601,191.1307953363776,-7.210000038146973,-23.99387566082328,,,1.1903353,69.998,101.33,83 +8/6/24 23:45:15,Brian,,Driver,0.0,0.0,0.0,0.0,0.0,67.60021438065132,inf,,-20.5,999.9898681640624,-415.6413879394531,1082.9300537109375,Estimated,22.56999969482422,,,,,,,,,,1.1903353,69.998,101.33,83 +8/6/24 23:45:40,Jason,,Driver,95.42770387172698,2.54,-4.98,-4.74,0.2400000000000002,124.7539401924414,1.3073136534871936,16.190000534057617,-4.519999980926514,1930.606201171875,-755.0419311523438,2073.0,Estimated,21.36000061035156,23.49081247335971,192.7056011107325,2.0199999809265137,6.780402046468112,213.07960492661005,2.680000066757202,9.95188114637881,,,1.1903353,69.998,101.33,83 +8/6/24 23:49:55,Lauren,,9 Iron,74.78078153848648,-0.45,5.24,5.52,0.2799999999999993,87.35236201090902,1.1681124510039052,23.100000381469727,5.190000057220459,3567.973388671875,1735.5941162109375,3967.7099609375,Estimated,-25.940000534057617,18.72266004789321,111.57042182253008,-3.130000114440918,-6.102361946116389,122.39719483400586,-3.900000095367432,-8.3223971074637,,,1.1903353,69.998,101.33,83 +8/6/24 23:51:33,Herald,,Gap Wedge,68.60683726549149,-0.62,6.71,11.83,5.12,78.80726590992981,1.1486794764341808,32.11000061035156,10.5600004196167,4870.5712890625,321.7953186035156,4881.18994140625,Estimated,-3.7799999713897705,24.212597062671197,95.20996835026745,10.420000076293944,17.224408954381943,101.5529286359906,10.25,18.06649167054593,,,1.1903353,69.998,101.33,83 +8/6/24 23:52:17,Herald,,Gap Wedge,70.86614295959473,1.59,-3.59,4.77,8.36,80.97709688143641,1.1426767917594525,25.479999542236328,3.470000028610229,6444.89697265625,1493.846923828125,6615.759765625,Estimated,-13.050000190734863,19.68503880500793,96.76290553047056,-1.2699999809265137,-2.1434820449300105,102.56998930799364,-1.5399999618530271,-2.755905411842093,,,1.1903353,69.998,101.33,83 +8/6/24 23:53:07,Lauren,,Gap Wedge,70.19506206035614,2.05,-0.31,-1.63,-1.3199999999999998,86.88260742941839,1.2377310437408506,29.31999969482422,-1.3799999952316284,5388.5751953125,289.005126953125,5396.31982421875,Estimated,-3.069999933242798,26.90288678402453,108.54111674427986,-2.819999933242798,-5.347768729347365,114.69815643348102,-2.859999895095825,-5.730533268482986,,,1.1903353,69.998,101.33,83 +8/6/24 23:53:45,Herald,,Gap Wedge,67.77917082309723,-6.68,-9.34,4.79,14.13,77.75590310382086,1.1471946640770034,32.220001220703125,2.759999990463257,6228.64404296875,115.24609375,6229.7099609375,Estimated,-1.059999942779541,23.92825736295731,90.5402433715999,2.7100000381469727,4.276027967620081,94.89281950162058,2.6700000762939453,4.429133939716962,,,1.1903353,69.998,101.33,83 +8/6/24 23:55:28,Brian,56,Sand Wedge,67.82390954971314,-3.22,-4.24,0.96,5.2,73.03597461376012,1.07684701602503,28.309999465942383,0.2599999904632568,7155.0654296875,132.38729858398438,7156.2900390625,Estimated,-1.059999942779541,18.055555287568268,82.6443542492807,-0.0900000035762786,-0.1421697194880806,87.55467548165325,-0.1099999994039535,-0.1749781188001158,,,1.1903353,69.998,101.33,83 +8/6/24 23:56:10,Brian,56,Sand Wedge,63.90927097082138,-8.45,7.98,9.09,1.1099999999999994,61.80654894256213,0.9670983255431082,38.63999938964844,8.460000038146973,4397.0078125,330.6126708984375,4409.419921875,Estimated,-4.300000190734863,18.307085838349167,67.36657557508352,8.079999923706055,9.470690724870565,70.64741537591817,7.989999771118164,9.820646636548643,,,1.1903353,69.998,101.33,83 +8/6/24 23:56:39,Herald,56,Sand Wedge,61.53811846017838,-4.28,-3.11,-0.45,2.66,52.970652995891214,0.8607779100391051,33.0,-0.7599999904632568,1966.7374267578125,139.9424591064453,1971.7099609375,Estimated,-4.070000171661377,10.269028952074793,53.1167960417688,-1.3799999952316284,-1.279527475392726,63.42956948280335,-1.4700000286102295,-1.629483778177388,,,1.1903353,69.998,101.33,83 +8/6/24 23:56:43,Jason,56,Sand Wedge,0.0,0.0,0.0,0.0,0.0,94.10791075389898,inf,20.46999931335449,8.0,3177.646484375,1834.6148681640625,3669.22998046875,Measured,-30.0,18.307085838349167,122.62685261883144,-1.5700000524520874,-3.368328778754176,135.10498399960397,-2.5199999809265137,-5.949256234757229,,,1.1903353,69.998,101.33,83 +8/6/24 23:57:03,Brian,56,Sand Wedge,57.33267815828323,-7.04,-2.4,29.94,32.34,44.38081714430791,0.7740928658832575,27.0,24.290000915527344,1000.0008544921876,-239.7097930908203,1028.3299560546875,Estimated,13.479999542236328,4.855642967812344,35.137795435044154,25.600000381469727,15.179352270349112,47.67060247299969,25.780000686645508,20.73490654004217,,,1.1903353,69.998,101.33,83 +8/6/24 23:57:51,Brian,56,Sand Wedge,51.82981478452683,0.0,-11.98,19.8,31.78,40.756978411107866,0.7863616449440868,16.149999618530273,14.770000457763672,3531.9375,-1895.3958740234373,4008.3798828125,Estimated,28.21999931335449,1.695100511617028,21.53324581019729,17.09000015258789,6.33202077389285,28.510497535508875,17.6200008392334,8.62860853018202,,,1.1903353,69.998,101.33,83 +8/6/24 23:58:23,Brian,56,Sand Wedge,47.355942122936256,0.03,-20.0,-16.24,3.7600000000000016,44.29133764309972,0.9352857457279428,34.16999816894531,-15.850000381469728,5508.89501953125,-269.429931640625,5515.47998046875,Estimated,2.799999952316284,7.720909602053837,37.23753090511264,-16.1299991607666,-10.34558154701665,42.377514094114304,-15.970000267028809,-11.657917258760335,,,1.1903353,69.998,101.33,83 +8/6/24 23:58:46,Brian,56,Sand Wedge,48.74284264802933,-4.98,-14.98,-10.58,4.4,43.12813399371544,0.8848095771751037,39.560001373291016,-10.56999969482422,1740.295654296875,-151.64402770996094,1746.8900146484375,Estimated,4.980000019073486,8.803587007496503,37.3031492029786,-10.380000114440918,-6.725721696006133,45.35214351518152,-10.210000038146973,-8.038057407749818,,,1.1903353,69.998,101.33,83 +8/6/24 23:59:21,Brian,56,Sand Wedge,45.99141096115112,-3.61,9.14,2.56,-6.58,39.10164603831345,0.8501945302644129,25.290000915527344,3.25,1969.033447265625,712.0027465820312,2093.81005859375,Estimated,-19.8799991607666,3.433945772931537,26.55293087234645,1.7100000381469729,0.7983377057287839,29.833770673181107,1.5299999713897705,0.7983377057287839,,,1.1903353,69.998,101.33,83 +8/7/24 00:00:17,Lauren,56,Sand Wedge,60.1959566617012,-9.8,-1.63,7.51,9.14,56.75107658958814,0.9427722348284427,36.68000030517578,5.96999979019165,2853.06005859375,563.3687744140625,2908.14990234375,Estimated,-11.170000076293944,14.107610726408666,59.36132679479124,4.079999923706055,4.22134709568266,67.16972485328915,3.7799999713897705,4.429133939716962,,,1.1903353,69.998,101.33,83 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_4.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_4.csv new file mode 100644 index 0000000000..d63785880f --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_4.csv @@ -0,0 +1,68 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +7/31/24 19:46:32,Jason,,7 Iron,130.67376950859307,-5.463913440704346,1.4884170293807983,2.5645759105682373,1.076158881187439,92.49460882962649,0.7078284278280047,15.37328815460205,2.292842149734497,3138.176513671875,306.779296875,3153.1357421875,Estimated,-5.583333969116211,12.46161833941403,117.0700853972594,0.754073441028595,1.540681333987365,133.01163138895026,0.5503637790679932,1.2777324265511822,,,1.1913916,70.0,101.325,73 +7/31/24 19:46:58,Brian,,7 Iron,65.47857911988513,-2.4874556064605717,-1.230146050453186,3.9261159896850586,5.156261920928955,83.60094714926981,1.276767887650774,16.549287796020508,3.0710763931274414,2406.00390625,-150.41136169433594,2410.700927734375,Estimated,3.577191114425659,9.938744137034291,98.59265021909778,3.948386907577514,6.7888718506033,116.90504884925394,4.055502414703369,8.267802278974273,,,1.1913916,70.0,101.325,73 +7/31/24 19:47:29,Brian,,7 Iron,62.79744524613807,-0.4604516923427582,-3.802584171295166,2.681905746459961,6.484489917755127,84.85868624154318,1.351307937909494,13.924854278564451,1.7271723747253418,2180.8720703125,-188.38177490234372,2188.9931640625,Estimated,4.936903476715088,7.605657793057276,93.76589021161271,2.714186191558838,4.440320109431525,121.18273276214131,2.9218811988830566,6.177251555872488,,,1.1913916,70.0,101.325,73 +7/31/24 19:48:27,Brian,,7 Iron,64.76716759251758,-2.134370803833008,-2.338614225387573,-1.767001390457153,0.5716128349304199,80.69306815764139,1.2458946586227386,10.463260650634766,-1.7440788745880127,1273.843017578125,735.4534912109375,1470.9071044921875,Estimated,-30.0,3.3367586554722948,63.21938150509459,-4.647597789764404,-5.122477258400863,99.89284285369013,-5.730152606964111,-9.973703850691663,,,1.1913916,70.0,101.325,73 +7/31/24 19:49:29,Brian,,7 Iron,65.97161663281258,-4.140535354614258,1.2515361309051514,3.2004857063293457,1.9489495754241943,84.65700323457622,1.283233723159514,12.816304206848145,2.785552740097046,1468.3160400390625,-624.7774658203125,1595.712646484375,Estimated,23.050050735473636,5.685011591215584,83.05039588773798,5.923145294189453,8.570358158841486,119.54711043579393,6.882819175720215,14.326440595148595,,,1.1913916,70.0,101.325,73 +7/31/24 19:49:53,Jason,,7 Iron,74.0262053250135,0.0841974392533302,-4.117635250091553,15.61061668395996,19.728252410888672,83.22602240727247,1.1242778424460227,7.4347639083862305,12.307687759399414,5953.98486328125,-2018.025146484375,6286.68115234375,Estimated,18.72341537475586,3.768668083248997,73.71545982183216,17.26983070373535,21.88406737110972,97.25643823274912,18.423093795776367,30.73610674785982,,,1.1913916,70.0,101.325,73 +7/31/24 19:50:37,Herald,,7 Iron,69.55434650686038,5.233762264251709,-5.424313068389893,3.566206216812134,8.990519523620605,79.68070223504583,1.145589114652765,9.229848861694336,2.2506346702575684,1918.646484375,899.0692749023438,2118.85107421875,Estimated,-25.10758209228516,2.934634340538196,60.937042022317655,-0.7306137084960938,-0.7772575172614538,95.05806463980298,-1.8332300186157229,-3.0410630457873538,,,1.1913916,70.0,101.325,73 +7/31/24 19:51:21,Brian,,7 Iron,62.365040633824265,-5.191579341888428,3.074093103408813,1.165247678756714,-1.9088454246521,80.47148564687723,1.2903300443491217,11.962801933288574,1.3418129682540894,2158.692138671875,168.6655731201172,2165.271240234375,Estimated,-4.467628002166748,5.108352053093029,77.29782923886341,0.6449805498123169,0.8702303961175062,108.18942536232952,0.4329586923122406,0.8179576325885805,,,1.1913916,70.0,101.325,73 +7/31/24 19:52:18,Lauren,,7 Iron,69.80826997791246,1.11073100566864,1.5061115026474,4.8917083740234375,3.385596752166748,87.41516661980586,1.2522179198462342,16.08123207092285,4.206615447998047,1878.6700439453125,-128.4530792236328,1883.056396484375,Estimated,3.9114813804626474,9.927105848111182,104.73950236405652,5.074700832366943,9.264746514311923,128.0188252570033,5.193653106689453,11.588626730829104,,,1.1913916,70.0,101.325,73 +7/31/24 19:52:53,Jason,,7 Iron,72.97324680397742,0.1654268354177475,-3.232875108718872,1.332017183303833,4.564892292022705,97.92443419785924,1.3419223960379112,15.416401863098145,0.6896291971206665,3119.116455078125,-492.2471923828125,3157.719970703125,Measured,8.96823787689209,14.455490122875176,129.14274250485596,3.541105270385742,7.97648471636586,144.90430854826445,3.836093425750733,9.694450622442789,,,1.1913916,70.0,101.325,73 +7/31/24 19:53:52,Herald,,7 Iron,70.59819153301851,-2.6880452632904053,-2.7722411155700684,1.0071452856063845,3.779386520385742,96.21803468077906,1.362896592553341,14.52444553375244,0.4804097712039947,3260.1572265625,24.942401885986328,3260.252685546875,Measured,-0.438342809677124,12.986369690526317,123.71691985276811,0.3647689521312713,0.7876286860440018,139.90232444853154,0.3466151356697082,0.8470601992615343,,,1.1913916,70.0,101.325,73 +7/31/24 19:55:57,Lauren,,7 Iron,71.55683647527303,-0.387246310710907,0.2240932881832122,5.88931131362915,5.665217876434326,108.1344156281084,1.511168197960722,11.1925048828125,4.865653991699219,1068.1971435546875,-616.7239990234375,1233.4478759765625,Measured,30.0000057220459,7.155436233645844,117.63959498559144,8.777739524841309,17.952031982746348,169.78863272958188,9.990228652954102,29.455027231181703,,,1.1913916,70.0,101.325,73 +7/31/24 20:02:26,Brian,,7 Iron,68.6091584760502,-1.424451470375061,-1.1223756074905396,6.078583240509033,7.200958728790283,91.8107639176178,1.3381706751244693,17.583572387695312,4.852646827697754,4116.6875,-1235.40673828125,4298.06298828125,Measured,16.70435905456543,15.286765781971212,116.38260554844965,10.903185844421388,22.01381046117467,128.4370652490088,11.39711856842041,25.38019935128318,,,1.1913916,70.0,101.325,73 +7/31/24 20:03:09,Brian,,7 Iron,69.90118837278715,5.229072093963623,-3.041921854019165,-1.5982547998428345,1.4436670541763306,89.99603498342549,1.287475035524022,9.013721466064451,-1.6934692859649658,2642.853759765625,-6.403030872344971,2642.861572265625,Estimated,0.138814315199852,4.769190161596839,88.17275320678709,-1.6893388032913208,-2.599352226333337,121.51613495737638,-1.6751463413238523,-3.5520341475969417,,,1.1913916,70.0,101.325,73 +7/31/24 20:04:59,Jason,,7 Iron,71.1028555785033,-1.7472357749938965,-6.158811092376709,3.3009848594665527,9.459795951843262,92.70401441418198,1.303801565491688,17.392019271850586,1.94087028503418,1925.94921875,-48.62606048583984,1926.56298828125,Measured,1.4462875127792358,13.088841700856392,121.10975957463596,2.3274245262146,4.918342567627292,142.37275803747434,2.365129947662353,5.8753631645715245,,,1.1913916,70.0,101.325,73 +7/31/24 20:05:37,Herald,,7 Iron,92.98968151907866,8.137763977050781,-5.566732883453369,0.9361234903335572,6.502856254577637,97.79419996674731,1.0516672212355402,16.084259033203125,0.0724045038223266,2020.277099609375,-45.529823303222656,2020.7900390625,Measured,1.2910236120224,13.429840750336098,130.26257138524034,0.3866430222988128,0.8786574392664193,151.38492166356264,0.4288719296455383,1.1337800432633145,,,1.1913916,70.0,101.325,73 +7/31/24 20:06:17,Herald,,7 Iron,73.00241340088087,0.8176588416099548,-2.205431699752808,-2.323730230331421,-0.1182985305786132,103.4899124013682,1.4176231658680951,14.925654411315918,-2.1847238540649414,2263.7236328125,689.5737915039062,2366.4228515625,Measured,-16.94174575805664,14.092172967412353,139.11115859456186,-6.887776374816895,-16.68296100255543,159.75995076595063,-7.477401733398437,-20.790420729736525,,,1.1913916,70.0,101.325,73 +7/31/24 20:07:05,Jason,,7 Iron,73.34470705260355,1.4524685144424438,-0.1274093240499496,-0.0826786756515502,0.0447306483983993,103.17169953854592,1.4066686429676534,15.85877799987793,-0.0838564857840538,2727.347412109375,292.52081298828125,2742.98974609375,Measured,-6.121838569641113,16.58259053825816,142.75948422554575,-2.015379905700684,-5.020518379906093,159.66106233486062,-2.212754964828491,-6.164527555078337,,,1.1913916,70.0,101.325,73 +7/31/24 20:07:59,Lauren,,7 Iron,73.85841632708707,1.8634462356567385,-0.9128312468528748,3.77043080329895,4.683261871337891,99.30652812239532,1.344552632737338,16.519786834716797,2.982897520065308,2878.962158203125,-135.2749786376953,2882.138427734375,Measured,2.690201759338379,16.193724214971212,135.10203036269832,3.9679784774780273,9.348875104480726,151.3226282931173,4.03662633895874,10.652180947464103,,,1.1913916,70.0,101.325,73 +7/31/24 20:08:43,Brian,,7 Iron,73.00051048949717,0.057190403342247,0.1441737711429596,1.0186299085617063,0.8744561672210693,102.36226247521336,1.402212967948225,17.87547492980957,0.8547657132148743,3480.9912109375,-112.81793212890624,3482.81884765625,Measured,1.8562901020050049,20.428222660573056,142.4934566574666,1.59912109375,3.9767323522186473,156.1501392252394,1.648532509803772,4.4922173454575045,,,1.1913916,70.0,101.325,73 +7/31/24 20:12:05,Jason,,7 Iron,72.7658977290339,-1.9001318216323853,-0.7184647917747498,2.5209853649139404,3.239450216293335,95.14204495873582,1.3075087084478276,16.536205291748047,1.9808951616287231,1808.544189453125,-740.6456909179688,1954.3255615234373,Measured,22.27037048339844,12.301086296279893,121.64504368673352,6.913641929626465,14.64284686276551,143.60726145354056,7.6615753173828125,19.14596878119869,,,1.1913916,70.0,101.325,73 +7/31/24 20:15:21,Herald,,9 Iron,67.8504045614327,-2.2255921363830566,2.438861608505249,-0.8917117714881897,-3.330573320388794,89.95803648839592,1.3258290362432057,19.90540885925293,-0.4273048937320709,3828.895751953125,675.9927368164062,3888.111328125,Measured,-10.012409210205078,17.24052358850247,116.84537537143116,-3.8583364486694336,-7.862544418106893,128.84065386698512,-4.151571273803711,-9.32750712675363,,,1.1913916,70.0,101.325,73 +7/31/24 20:16:14,Lauren,,9 Iron,62.787000566615006,-5.719568252563477,4.723902702331543,4.500900268554688,-0.2230024337768554,79.99202877730022,1.2740221392234086,22.48326301574707,4.288229465484619,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,12.095216135234068,97.7917140012396,8.4876708984375,14.433757112338412,119.20119282994165,9.22564697265625,19.110700354079427,,,1.1913916,70.0,101.325,73 +7/31/24 20:16:56,Brian,,9 Iron,64.98438962024557,-1.276633858680725,7.648924350738525,8.632473945617676,0.9835495948791504,76.36751165192527,1.175167022391072,20.12955665588379,8.047996520996094,1788.6201171875,1032.66015625,2065.320556640625,Estimated,-30.0,9.974189865803964,86.3968748454563,2.7665445804595947,4.170153851503898,103.8350720440012,1.816500186920166,3.291329540095916,,,1.1913916,70.0,101.325,73 +7/31/24 20:17:35,Jason,,9 Iron,66.02770131922216,-1.0211721658706665,1.865754008293152,6.37830114364624,4.512547016143799,79.91149210627191,1.2102722116574405,22.211889266967773,5.472737789154053,1577.06689453125,-910.5198974609376,1821.0399169921875,Estimated,30.0,12.59117995602503,97.32429678911558,11.26524543762207,19.01242309220788,114.6768385173964,12.113736152648926,24.06529693741209,,,1.1913916,70.0,101.325,73 +7/31/24 20:18:22,Lauren,,9 Iron,66.6919539238902,-0.6414411067962646,-0.7524805665016174,-1.1402722597122192,-0.3877916932106018,92.72003129609766,1.3902731265290424,20.625822067260746,-1.0308011770248413,2778.69775390625,532.9038696289062,2829.3369140625,Measured,-10.856471061706545,18.25562664169479,125.93786290286062,-4.408777713775635,-9.68110189406866,140.31095260518305,-4.725136280059815,-11.558288332542134,,,1.1913916,70.0,101.325,73 +7/31/24 20:19:05,Herald,,9 Iron,66.01217509831349,0.7837195992469788,-0.5981051921844482,0.5900079011917114,1.1881130933761597,94.6646531320057,1.4340483856352164,21.40818214416504,0.4098068177700043,6498.89453125,-983.0802612304688,6572.82861328125,Measured,8.601852416992188,23.187242845232504,119.92959807146964,4.349471092224121,9.095463070303708,126.43503341782524,4.513145446777344,9.948914994062534,,,1.1913916,70.0,101.325,73 +7/31/24 20:19:57,Brian,,9 Iron,64.88882165593304,0.2147407531738281,0.8440543413162231,4.155110359191895,3.311056137084961,89.04900804049339,1.372332025270354,18.506032943725582,3.5187158584594727,4544.58642578125,1255.634033203125,4714.857421875,Estimated,-15.445066452026367,15.643879465571445,111.60800977241706,-1.7243090867996216,-3.3583039348498005,122.4322046093057,-2.2017598152160645,-4.7037032755423525,,,1.1913916,70.0,101.325,73 +7/31/24 20:20:30,Jason,,9 Iron,68.59972925148077,2.6970064640045166,1.5986045598983765,7.427753448486328,5.829148769378662,88.89298637350021,1.2958212422038298,22.512157440185547,6.301353931427002,3458.33740234375,810.6754760742188,3552.082763671875,Estimated,-13.192617416381836,19.38026143975617,117.1445604340388,2.3124918937683105,4.726773349113387,129.13835376753286,1.8856443166732788,4.249359974234324,,,1.1913916,70.0,101.325,73 +7/31/24 20:21:17,Herald,,9 Iron,66.23098004111625,-7.4857964515686035,5.267982482910156,8.224663734436035,2.956681251525879,82.957575370413,1.2525494159819597,18.63850975036621,7.415092945098877,6000.52294921875,74.56669616699219,6000.986328125,Estimated,-0.7119608521461487,14.14314406305266,99.18744928048363,7.633731842041016,13.17604803908614,108.7211550978118,7.559513568878174,14.302944997616578,,,1.1913916,70.0,101.325,73 +7/31/24 20:22:00,Brian,,7 Iron,,,,,0.0,97.6916304831957,-43.67206573486328,18.57002639770508,6.1772894859313965,2233.443603515625,92.80144500732422,2235.370849609375,Measured,-2.379318952560425,17.087003304166615,136.11962502555434,5.7865190505981445,13.723922654264584,154.4991062566187,5.671362400054932,15.268033341129922,,,1.1913916,70.0,101.325,73 +7/31/24 20:25:38,Lauren,,5 Iron,69.04708835796464,-6.195860385894775,3.729235172271729,6.409929275512695,2.680694103240967,93.46321632363195,1.3536156056151918,10.000468254089355,5.731889724731445,2040.7725830078125,480.8905029296875,2096.666015625,Measured,-13.25937271118164,5.542760391189631,95.59800448465012,3.457570075988769,5.765486202959608,134.32024272308445,2.7475881576538086,6.438823637771918,,,1.1913916,70.0,101.325,73 +7/31/24 20:26:21,Lauren,,5 Iron,73.62123506291755,-1.7002897262573242,2.5531105995178223,6.92753791809082,4.374427318572998,98.88637723540432,1.3431773747193303,6.63642692565918,6.009899616241455,1000.0000610351562,577.3502197265625,1154.7005615234375,Estimated,-30.0,2.186866455096805,66.43182041510272,3.872267723083496,4.486351789681578,129.66404273149055,2.7999517917633057,6.333877747943177,,,1.1913916,70.0,101.325,73 +7/31/24 20:26:59,Brian,,5 Iron,72.88672833528108,-3.730431079864502,6.6148600578308105,8.959274291992188,2.344414234161377,82.3238034808237,1.1294759054368828,12.36902141571045,8.18704891204834,1000.0000610351562,-207.5836334228516,1021.3182983398438,Estimated,11.7271146774292,4.546279226044817,73.3131477757388,9.286540031433104,11.830691459379864,115.60765132303275,9.651641845703123,19.38247666743541,,,1.1913916,70.0,101.325,73 +7/31/24 20:27:59,Herald,,5 Iron,67.74157168346119,-1.4122387170791626,-0.117081418633461,5.112564086914063,5.229645729064941,96.83360518031714,1.4294561341563712,9.037195205688477,4.18492603302002,1700.5372314453125,-740.53515625,1854.7828369140625,Measured,23.5317440032959,4.604733494283323,91.99865582721486,7.7473955154418945,12.40195320519831,133.75538052389493,8.870373725891113,20.62502540662672,,,1.1913916,70.0,101.325,73 +7/31/24 20:31:15,Lauren,4 Hybrid,4 Hybrid,128.54138237184725,,,,0.0,70.54922356451925,0.5488444441995571,16.792388916015625,13.755343437194824,2205.648193359375,-1273.431396484375,2546.863037109375,Estimated,30.0,6.185600899180486,67.37161928556225,18.888330459594727,21.809861415658588,88.53821154041634,20.0572566986084,30.36499979223868,,,1.1913916,70.0,101.325,73 +7/31/24 20:32:02,Brian,4 Hybrid,4 Hybrid,70.7142691274239,-3.236635446548462,1.7485878467559814,1.248060941696167,-0.5005269050598145,95.2989967483336,1.347662896389541,15.90781021118164,1.2439812421798706,1617.68408203125,-136.27162170410156,1623.41357421875,Measured,4.815155029296875,11.515327099696831,121.88363747473976,2.215583562850952,4.7121303186912655,146.07768669887628,2.365957498550415,6.030504194582306,,,1.1913916,70.0,101.325,73 +7/31/24 20:38:44,Jason,4 Hybrid,4 Hybrid,73.57612838321256,0.3529984056949615,0.150858998298645,0.2347011864185333,0.0838421881198883,103.0628666605744,1.4007650161175056,12.436846733093262,0.2116654217243194,2042.2362060546875,-451.5027160644531,2091.550537109375,Measured,12.466565132141112,10.306447943918442,129.46491420496386,3.0966134071350098,6.993573906658185,157.59471798031882,3.615304946899414,9.93754265761504,,,1.1913916,70.0,101.325,73 +7/31/24 20:39:23,Lauren,4 Hybrid,4 Hybrid,73.09143210740422,-0.213353618979454,0.9670361876487732,12.379620552062988,11.41258430480957,99.75774851767346,1.3648350516799892,16.636476516723633,10.28990364074707,2184.104736328125,-283.52691650390625,2202.4306640625,Measured,7.396420955657959,15.08721694623796,136.31020969843303,12.667956352233888,29.892918503757983,155.14568574353143,12.850943565368652,34.50676008811797,,,1.1913916,70.0,101.325,73 +7/31/24 20:39:56,Herald,4 Hybrid,4 Hybrid,72.73524634925707,-0.4486014246940613,-7.317972660064697,1.867077350616455,9.185050010681152,102.9234421354704,1.4150421879546116,8.50053882598877,0.6179836988449097,3862.01513671875,386.3976745605469,3881.296630859375,Measured,-5.713475227355957,8.37079993655027,121.59332166645618,-1.1467125415802002,-2.433648189761641,145.39421178146404,-1.4438780546188354,-3.663696641123579,,,1.1913916,70.0,101.325,73 +7/31/24 20:42:50,Brian,5 Wood,5 Wood,70.66780992998656,,,,0.0,73.95400562448685,1.0465020169403303,15.7073392868042,17.81857681274414,2852.023681640625,-1118.4814453125,3063.501220703125,Estimated,21.41368103027344,6.637506824270815,73.95791669991559,22.509246826171875,28.313504972394185,94.34368500177334,23.38602066040039,37.44727249984271,,,1.1913916,70.0,101.325,73 +7/31/24 20:43:45,Herald,5 Wood,5 Wood,67.67374099920562,-6.422933101654053,4.612529277801514,21.62070083618164,17.00817108154297,79.87547332174017,1.1803023173002625,10.10464572906494,18.33688735961914,2714.541015625,-1139.00146484375,2943.81689453125,Estimated,22.76256561279297,3.821636429833632,68.42958866306935,22.438331604003903,26.118817167874795,98.51429540502704,23.61961555480957,39.47100188123295,,,1.1913916,70.0,101.325,73 +7/31/24 20:44:59,Brian,,8 Iron,70.3255504112035,-2.160888433456421,-0.1406293660402298,1.9881806373596191,2.128809928894043,92.24866393321008,1.3117375320039306,10.140239715576172,1.6155402660369873,5236.64599609375,795.86572265625,5296.7783203125,Measured,-8.64168643951416,8.35440683454351,104.339201127269,-1.1577515602111816,-2.108163816906,121.04650668937666,-1.5535597801208496,-3.281826171633924,,,1.1913916,70.0,101.325,73 +7/31/24 20:45:23,Brian,,8 Iron,67.43748559102323,0.6419554352760315,-1.4846205711364746,18.89249992370605,20.377120971679688,78.49841400579771,1.1640175092211154,18.756628036499023,15.332962989807127,2980.677490234375,-1720.894775390625,3441.789794921875,Estimated,30.0,9.975257847509964,87.32616077099738,23.10621452331543,34.27001023727598,102.4898823364365,24.16667366027832,41.95857323911423,,,1.1913916,70.0,101.325,73 +7/31/24 20:47:02,Jason,,Driver,36.09665030023734,,,,0.0,29.16301507809999,0.8079147188321858,37.50109100341797,-22.48918914794922,4695.900390625,0.0,4695.900390625,Estimated,-0.0,3.6845384501293097,17.408196716344605,-23.07573699951172,-6.823097326837797,24.008485316817087,-22.90591049194336,-9.344561459621332,,,1.1913916,70.0,101.325,73 +7/31/24 20:47:41,Lauren,,Driver,77.68401059975076,-1.132906436920166,1.9771136045455933,-2.4379210472106934,-4.415034770965576,106.27456294774127,1.3680365126267342,16.744915008544922,-1.7551733255386353,1340.53955078125,-9.73024559020996,1340.5748291015625,Measured,0.4158715307712555,15.186531944239846,149.91105684763895,-1.7181695699691772,-4.494954048579132,174.74229900072532,-1.6995024681091309,-5.182517854935099,,,1.1913916,70.0,101.325,73 +7/31/24 20:48:24,Herald,,Driver,104.03770341606014,,,,0.0,105.51181121257105,1.014168976708528,10.420772552490234,5.547305107116699,1610.3175048828125,929.7171020507812,1859.434326171875,Measured,-30.0,7.113204023468995,116.35006548084492,0.2494460344314575,0.5061401859035648,159.14429268686945,-1.249135136604309,-3.46946581195175,,,1.1913916,70.0,101.325,73 +7/31/24 20:49:07,Herald,,Driver,79.83817455197277,-2.348558187484741,6.410960674285889,-3.909279584884644,-10.320240020751951,110.40417078034623,1.3828493875254593,16.560150146484375,-2.408986568450928,2234.96337890625,865.6138916015625,2396.737060546875,Measured,-21.171667098999023,18.869997719384173,158.35729029283175,-9.008152961730955,-24.794811878681458,177.4500164313631,-9.693695068359377,-29.87920995732861,,,1.1913916,70.0,101.325,73 +7/31/24 20:49:42,Jason,,Driver,82.12431351522719,-3.82540512084961,7.594527721405029,-5.20120906829834,-12.795736312866213,115.22594342899174,1.4030673560227322,16.60111427307129,-3.322110652923584,1523.9200439453125,8.623250961303711,1523.9444580078125,Measured,-0.3242103457450866,18.89434645073993,173.20357098337627,-3.5072150230407715,-10.595761476401776,197.1545625897197,-3.500901222229004,-12.03922323108361,,,1.1913916,70.0,101.325,73 +7/31/24 20:50:32,Jason,,Driver,78.3153590506272,-2.604547500610352,6.525287628173828,-2.454107999801636,-8.979395866394043,113.64053664962194,1.451063214511456,11.221305847167969,-1.1993703842163086,2750.040771484375,-1046.230224609375,2942.332763671875,Measured,20.828903198242188,13.041879708417127,150.39894092792565,5.327485084533691,13.96423626827982,169.768674821451,6.095256805419922,18.026392294928428,,,1.1913916,70.0,101.325,73 +7/31/24 20:51:24,Brian,,Pitching Wedge,62.326926940123485,-1.0027711391448977,-4.420799255371094,-2.0363729000091557,2.3844263553619385,82.83473092072836,1.3290360200223958,20.42560195922852,-2.225884199142456,7116.12353515625,-3380.828369140625,7878.40185546875,Estimated,25.412118911743164,15.293678460435444,95.26884084181074,7.361966609954834,12.207522129456606,102.23022094055796,8.001185417175293,14.229771563541362,,,1.1913916,70.0,101.325,73 +7/31/24 20:51:56,Lauren,,Pitching Wedge,65.24288690520643,-3.5532937049865723,1.185339331626892,-0.1323882043361663,-1.3177275657653809,89.13052603353572,1.366133999604224,20.569047927856445,0.0395712777972221,7670.11279296875,-2821.921142578125,8172.751953125,Estimated,20.199138641357425,18.946037182490727,106.1248498524883,8.823208808898926,16.278061395316968,112.12225965107064,9.241162300109863,18.005714750687048,,,1.1913916,70.0,101.325,73 +7/31/24 20:52:26,Brian,,Pitching Wedge,67.2707504476075,-1.3967825174331665,3.5183253288269043,2.043968439102173,-1.4743568897247314,86.74410449368406,1.289477282719523,21.28546905517578,2.119199514389038,6411.1123046875,138.4622802734375,6412.60693359375,Estimated,-1.2372380495071411,18.82504445034897,106.97256867523356,1.8043931722640991,3.368207796451543,114.34085814757418,1.7601418495178225,3.5120265516573,,,1.1913916,70.0,101.325,73 +7/31/24 20:53:03,Brian,,Pitching Wedge,66.04141422771363,0.3172986209392547,0.6858350038528442,1.6019067764282229,0.9160717725753784,86.54760116030411,1.3105049637774908,20.417110443115234,1.40165913105011,6015.669921875,64.50564575195312,6016.015625,Estimated,-0.6143555045127869,17.64591546855854,107.02100331432212,1.2731854915618896,2.377937925300955,115.19296570764254,1.2475675344467163,2.5079563543994823,,,1.1913916,70.0,101.325,73 +7/31/24 20:53:34,Brian,,Pitching Wedge,72.20179970243953,-2.925678253173828,0.8685567378997803,4.259513854980469,3.3909571170806885,84.50419859714202,1.1703890892665216,24.06616973876953,3.607540845870972,7457.67333984375,334.41278076171875,7465.16748046875,Estimated,-2.5675048828125,20.76967226483498,101.4254967250863,2.907508373260498,5.144788063727788,106.5447752531236,2.838970184326172,5.2771343592011135,,,1.1913916,70.0,101.325,73 +7/31/24 20:54:11,Jason,,Pitching Wedge,51.75485475317328,-4.1394548416137695,-0.9435153603553772,4.056066513061523,4.999581813812256,66.91809318209334,1.2929819531179412,24.39144325256348,3.213685989379883,6646.5546875,-1085.5438232421875,6734.619140625,Estimated,9.275894165039062,11.996904455983326,72.1046180085068,6.187828540802002,7.77203296852332,79.3365562539766,6.398407936096191,8.841375203953362,,,1.1913916,70.0,101.325,73 +7/31/24 20:54:25,Brian,,Pitching Wedge,51.440853041776336,-2.612541675567627,-4.858884811401367,-1.874466180801392,2.984418630599976,54.71739338098223,1.0636952955765515,21.34828758239746,-2.1477067470550537,3826.951416015625,-141.8633270263672,3829.579833984375,Estimated,2.1229562759399414,5.751813116860319,48.68526435796775,-1.8509719371795652,-1.572587287454141,60.72315365486975,-1.770451903343201,-1.8760695684447484,,,1.1913916,70.0,101.325,73 +7/31/24 20:54:39,Herald,,Pitching Wedge,54.54602895763082,-0.856980562210083,-2.098251819610596,9.08949089050293,11.187742233276367,55.96831441856693,1.0260749588579745,21.87934684753418,7.203765869140625,4665.60595703125,-991.7155151367188,4769.84033203125,Estimated,12.0001220703125,6.387533399160873,50.9213760857283,9.689576148986816,8.570600123446752,61.8478927480196,10.042203903198242,10.784644053436525,,,1.1913916,70.0,101.325,73 +7/31/24 20:54:52,Jason,,Pitching Wedge,58.60009206162658,-4.691119194030762,-1.772952914237976,26.870006561279297,28.64295959472656,50.68081060868826,0.8648588905865534,21.50462913513184,21.849788665771484,2816.2265625,-871.8963623046875,2948.10693359375,Estimated,17.202388763427734,4.625643616572006,41.02510299462347,24.551105499267575,17.046124844238193,54.08307752109431,25.01315689086914,22.867745271193144,,,1.1913916,70.0,101.325,73 +7/31/24 20:55:09,Brian,,Pitching Wedge,49.99950433406366,-5.996450901031494,-1.141445517539978,12.15051555633545,13.29196071624756,50.77424526427467,1.0154949722108184,17.824384689331055,9.837883949279783,2167.127197265625,788.7174072265625,2306.190673828125,Estimated,-19.998779296875,3.293526255396955,36.57924950927281,7.963730812072754,5.067926755324038,53.80477233519969,7.297912120819092,6.83473665871179,,,1.1913916,70.0,101.325,73 +7/31/24 20:55:55,Jason,,Gap Wedge,62.31993822073673,-0.6717824935913086,-2.410786867141724,3.619774341583252,6.030561447143555,68.21360037205386,1.0945710525328478,26.285446166992188,2.6717100143432617,4744.36865234375,671.8977661132812,4791.70947265625,Estimated,-8.060629844665527,13.545861735610174,76.7171308734396,0.5818186402320862,0.7790847672115646,85.29617785610208,0.3522151112556457,0.5245879011533141,,,1.1913916,70.0,101.325,73 +7/31/24 20:56:22,Brian,,Gap Wedge,59.136068812593294,-7.132810115814209,3.284372091293335,19.563220977783203,16.27884864807129,56.42545261225132,0.954163064018812,26.25611686706543,16.48063850402832,3204.560302734375,-1451.1798095703125,3517.830322265625,Estimated,24.36331558227539,8.197638801152493,54.59106552263575,21.487812042236328,19.99689363496373,65.02065780637122,22.11990737915039,24.48327827759817,,,1.1913916,70.0,101.325,73 +7/31/24 20:56:51,Lauren,,Gap Wedge,46.6660302515752,,5.748694896697998,-3.237786054611206,-8.986480712890625,53.9796141577599,1.1567217924206834,23.1204833984375,-1.940274119377136,6272.72705078125,663.1307373046875,6307.681640625,Estimated,-6.034694671630859,6.634368063583111,48.57309290440935,-3.24159836769104,-2.74667529651191,57.14042129093059,-3.408179521560669,-3.3969848972640198,,,1.1913916,70.0,101.325,73 +7/31/24 20:57:09,Lauren,,Gap Wedge,44.50773621365943,,,,0.0,35.30937831456913,0.7933312569542165,5.824036121368408,34.85582733154297,2714.97705078125,0.0,2714.97705078125,Estimated,-0.0,0.1732772288681374,6.159904675281609,34.88746643066406,3.5232570467844653,17.867500813536026,34.874210357666016,10.21621913402464,,,1.1913916,70.0,101.325,73 +7/31/24 20:57:44,Brian,,Gap Wedge,50.68234232435361,-5.063382148742676,1.9381871223449707,-1.474937915802002,-3.4131250381469727,50.65103388548914,0.9993822614064656,18.34844970703125,-0.9690279364585876,2021.0972900390625,1069.1834716796875,2286.479248046875,Estimated,-27.879350662231445,3.382489965867535,36.41548536134678,-3.643627643585205,-2.3142175373075418,53.62599386633656,-4.505022048950195,-4.212155830272934,,,1.1913916,70.0,101.325,73 +7/31/24 20:58:43,Jason,56,Sand Wedge,57.90140785411904,-6.704780101776123,4.44609260559082,7.130681037902832,2.684588432312012,52.60369829529464,0.9085046503157256,30.930782318115234,6.413629531860352,5717.853515625,-155.8065185546875,5719.97607421875,Estimated,1.5608737468719482,9.693801906992462,49.93015973664978,7.1114373207092285,6.18134826694785,56.21879896849077,7.100421905517578,6.949152542574211,,,1.1913916,70.0,101.325,73 +7/31/24 20:59:05,Brian,56,Sand Wedge,53.1327033933444,-8.099900245666504,0.4000807702541351,-5.252015590667725,-5.652096271514893,53.31855298294613,1.0034978380118529,25.730424880981445,-4.264063835144043,6917.736328125,955.8959350585938,6983.46728515625,Estimated,-7.867336750030518,7.64171416956998,48.830576618840496,-6.163670539855957,-5.242883852145383,55.49654713718292,-6.333820819854736,-6.122450744583318,,,1.1913916,70.0,101.325,73 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_5.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_5.csv new file mode 100644 index 0000000000..4b7c890920 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_5.csv @@ -0,0 +1,63 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +7/18/24 19:56:39,Jason,,7 Iron,72.09678971370522,1.374581217765808,-1.3092739582061768,1.4451721906661987,2.754446029663086,99.6019828477274,1.3815037152589555,15.144367218017578,1.0232717990875244,5737.07763671875,1222.3553466796875,5865.85107421875,Measured,-12.02772617340088,17.386995610759072,127.18476491904494,-4.029245376586914,-8.936742632856408,137.01149821695708,-4.374794483184815,-10.451250201808534,,,1.1857399,72.0,101.325,78 +7/18/24 19:57:18,Brian,,7 Iron,77.95118618460947,-0.5524942874908447,-0.8335942625999451,2.0152957439422607,2.8488900661468506,94.91227054246338,1.2175859687072046,14.074082374572754,1.5511045455932615,1941.0072021484373,-168.15826416015625,1948.2777099609373,Measured,4.951431274414063,9.95746093361231,116.40666851126298,2.6279330253601074,5.337241704591975,142.23722448409717,2.8102097511291504,6.973666060169762,,,1.1857399,72.0,101.325,78 +7/18/24 19:58:45,Brian,,7 Iron,70.74257813421946,-0.610908031463623,-2.2561910152435303,5.279125690460205,7.535316467285156,98.01179745681112,1.3854710987611156,13.017656326293944,4.054083347320557,4041.512451171875,-433.0763854980469,4064.64990234375,Measured,6.116305351257324,12.632755107144476,123.80934198837258,6.322325706481934,13.63410476701938,139.07730858064588,6.522876262664795,15.799230128710064,,,1.1857399,72.0,101.325,78 +7/18/24 19:59:36,Herald,,7 Iron,78.30413784672783,1.1202099323272705,0.2461669147014618,2.1728291511535645,1.9266622066497805,106.58072688287848,1.3611123219503307,15.801472663879396,1.8156133890151975,2901.810546875,-444.9508056640625,2935.725830078125,Measured,8.717582702636719,18.222337735354813,149.782698796349,4.871339797973633,12.71935236205752,167.03475846458787,5.154458522796631,15.006562425466312,,,1.1857399,72.0,101.325,78 +7/18/24 20:00:36,Lauren,,7 Iron,80.69956194940369,-0.8999376893043518,-1.2249127626419067,1.377170443534851,2.602083206176758,110.13714026048092,1.3647799021453642,15.392151832580566,0.9779693484306335,3000.881591796875,77.92835998535156,3001.893310546875,Estimated,-1.4875506162643433,19.55523939559521,157.85914357583897,0.4969282746315002,1.3697041377422892,173.68022456853578,0.4441135823726654,1.347318109582801,,,1.1857399,72.0,101.325,78 +7/18/24 20:01:36,Brian,,7 Iron,76.76702917691728,-1.3699626922607422,0.0220743939280509,4.4032979011535645,4.381223678588867,102.15096251250908,1.3306619209803208,14.91525936126709,3.6197311878204346,1952.173583984375,-695.8610229492188,2072.487548828125,Measured,19.618837356567383,12.834297022018518,134.13927822916685,8.454682350158691,19.72213031027377,156.4861195950616,9.125266075134276,24.81770673650385,,,1.1857399,72.0,101.325,78 +7/18/24 20:03:06,Jason,,7 Iron,78.12886520179018,1.3166886568069458,-2.1980555057525635,4.635742664337158,6.833798408508301,105.19359834974875,1.3464114457320755,14.9107666015625,3.5328681468963623,4942.4287109375,-1280.6148681640625,5105.6416015625,Measured,14.526248931884766,18.77528526363676,138.61668306468346,9.98638916015625,24.038096778337376,149.55710434817047,10.388833045959473,26.969274779643456,,,1.1857399,72.0,101.325,78 +7/18/24 20:04:07,Herald,,7 Iron,76.78920705443397,-1.4904359579086304,-4.048722267150879,8.40428638458252,12.453008651733398,95.13037149338652,1.2388508117547163,14.706338882446287,6.396866798400879,3734.633544921875,-2035.9239501953125,4253.52490234375,Measured,28.59687614440918,12.093742445633891,114.39409870433974,15.794971466064451,31.137576089638287,129.34041924375106,16.862333297729492,37.51820150361391,,,1.1857399,72.0,101.325,78 +7/18/24 20:05:13,Brian,,7 Iron,89.93247944985706,0.7699726223945618,19.999998092651367,1.056305170059204,-18.943693161010746,103.85246395275408,1.1547826167814963,14.640166282653809,3.37021279335022,4948.72998046875,-1053.2940673828125,5059.58056640625,Measured,12.01560878753662,17.952357383422395,136.40992414662378,8.640656471252441,20.49381384171602,147.40351923801973,8.971107482910156,22.98559037756468,,,1.1857399,72.0,101.325,78 +7/18/24 20:06:44,Brian,,9 Iron,68.46219910452555,-4.978363990783691,16.217878341674805,-6.878510475158691,-23.09638977050781,99.44516758988811,1.4525558467389998,17.74738121032715,-3.6208701133728023,3374.1435546875,1735.034912109375,3794.099609375,Measured,-27.21290397644043,17.32765379131763,130.1135962808603,-13.253546714782717,-29.82993261392517,143.62805372237926,-14.126558303833008,-35.054501205583165,,,1.1857399,72.0,101.325,78 +7/18/24 20:07:36,Brian,,9 Iron,70.17279270656127,2.88538670539856,-0.1308443695306778,1.293009638786316,1.4238539934158323,96.71982302610104,1.378309445806873,16.40073013305664,1.0457353591918943,4735.5615234375,95.92403411865234,4736.533203125,Measured,-1.160430669784546,17.134488857950032,125.87749690565032,0.6629335284233093,1.456260717570828,137.23073483654207,0.6211811900138855,1.4874658080430407,,,1.1857399,72.0,101.325,78 +7/18/24 20:08:18,Jason,,9 Iron,72.56411232324808,-1.3022946119308472,3.017965793609619,2.5579679012298584,-0.4599978923797607,90.48317176441653,1.246941068628321,19.38932037353516,2.478801965713501,2661.03515625,198.14874267578125,2668.40234375,Estimated,-4.25855827331543,15.754859869219445,119.9665018455762,1.3914234638214111,2.913222298136219,135.7103210367295,1.2412774562835691,2.939821717501303,,,1.1857399,72.0,101.325,78 +7/18/24 20:09:47,Lauren,,9 Iron,72.82571570571417,0.581389307975769,-0.3085307478904724,6.6448283195495605,6.953359127044678,87.2897877993546,1.1986121516757784,20.97930908203125,5.419607162475586,2386.581787109375,826.4354248046875,2525.622314453125,Estimated,-19.10015869140625,15.597600605961702,113.7676273104853,0.6265133619308472,1.2444581215235928,129.0690183927136,0.0,0.0345508932066511,,,1.1857399,72.0,101.325,78 +7/18/24 20:10:32,Jason,,9 Iron,72.93779974618428,1.290170431137085,0.7374157309532166,1.7501119375228882,1.0126962661743164,89.85590219982441,1.2319524651485692,19.1964168548584,1.5298523902893066,2755.490234375,819.94775390625,2874.8984375,Measured,-16.571359634399414,15.131633095567508,116.73689179220128,-3.107846260070801,-6.329021768623704,131.8425001343412,-3.642391443252564,-8.375868156374793,,,1.1857399,72.0,101.325,78 +7/18/24 20:13:00,Jason,,6 Iron,77.36764091566783,2.011559247970581,0.6404924988746643,4.359585285186768,3.719092845916748,106.70264974319343,1.379163801304234,13.365541458129885,3.661205291748047,3384.56787109375,307.64520263671875,3398.521240234375,Measured,-5.193710803985596,15.669196055348266,145.0052495066957,1.9938032627105715,5.045073615537035,160.61089856463514,1.8002671003341677,5.045791165745754,,,1.1857399,72.0,101.325,78 +7/18/24 20:13:49,Jason,,6 Iron,73.52089275367598,-0.4887504875659942,-1.5840122699737549,3.20224404335022,4.786256313323975,96.30183958077578,1.3098567764053812,10.85370922088623,2.4321932792663574,1771.3502197265625,-255.4234161376953,1789.671142578125,Estimated,8.205321311950684,6.506229031978933,104.14902529113716,3.875452280044556,7.0392885298392684,143.94741362690183,4.2616777420043945,10.697069553544452,,,1.1857399,72.0,101.325,78 +7/18/24 20:14:33,Herald,,6 Iron,75.83249488988531,0.0982303693890571,-2.20997953414917,0.877380907535553,3.087360382080078,104.83307770827014,1.3824294962271244,13.116106986999512,0.4441725015640259,1664.25634765625,204.04237365722656,1676.7177734375,Measured,-6.989737033843994,10.796173875467616,134.4350257256583,-0.975182831287384,-2.288210514045005,164.74640741291114,-1.2419079542160034,-3.5706487349882536,,,1.1857399,72.0,101.325,78 +7/18/24 20:15:18,Brian,,6 Iron,72.84364403224845,-3.884439706802368,0.2654776275157928,2.243825435638428,1.9783477783203125,100.98628688010376,1.3863431493816585,7.903115749359131,1.876347661018372,2488.05224609375,431.7790832519531,2525.239990234375,Estimated,-9.845115661621094,5.365665766529958,105.68059449361316,-0.1631294190883636,-0.3006787312357097,143.17729869359027,-0.7230757474899292,-1.8071013123369115,,,1.1857399,72.0,101.325,78 +7/18/24 20:16:55,Lauren,,6 Iron,72.46443560632906,8.665658950805664,-10.91510772705078,4.367998600006104,15.283105850219728,94.8094365286297,1.308358172327351,7.873773574829102,2.222198486328125,2438.01025390625,508.2383728027344,2490.421630859375,Measured,-11.775486946105955,4.273283181629097,90.3144820512798,0.0969132930040359,0.1529050247943804,126.78298686380458,-0.5424855947494507,-1.2003453405326496,,,1.1857399,72.0,101.325,78 +7/18/24 20:17:23,Herald,,7 Iron,,,,,0.0,71.88800705529775,-32.13681411743164,16.518857955932617,6.116432189941406,4740.728515625,0.0,4740.728515625,Estimated,-0.0,7.80724611924569,75.01330790283555,6.320744037628174,8.258540353642104,88.92401158810208,6.283753871917725,9.732964712715445,,,1.1857399,72.0,101.325,78 +7/18/24 20:17:52,Jason,,7 Iron,70.37916472610823,0.2058316767215728,-0.849279522895813,3.590041160583496,4.43932056427002,96.56347709618149,1.3720463644599037,14.661582946777344,2.8426735401153564,3787.985107421875,1211.4129638671875,3976.977783203125,Measured,-17.734485626220703,13.504698550090213,121.874159137099,-2.9502172470092773,-6.272652359203846,136.6248721521706,-3.594121217727661,-8.564792972920372,,,1.1857399,72.0,101.325,78 +7/18/24 20:18:24,Herald,,7 Iron,73.07937464648421,-2.763359308242798,-4.272127628326416,1.2719072103500366,5.544034957885742,102.87341177922552,1.4076941993122911,15.966290473937988,0.5102148652076721,4743.80517578125,718.336181640625,4797.88427734375,Measured,-8.610663414001465,19.3666759615312,137.21092711333858,-3.044654130935669,-7.287970260278428,148.1170812025557,-3.2903928756713867,-8.501506713232743,,,1.1857399,72.0,101.325,78 +7/18/24 20:20:29,Brian,,7 Iron,,,,,0.0,104.36048155955632,-46.6533088684082,16.35451889038086,-6.809432506561279,2986.62841796875,-137.6136474609375,2989.797119140625,Measured,2.6381282806396484,18.373941075964467,146.26084556145543,-6.264347553253174,-15.959419041003116,162.9410510877733,-6.128934860229492,-17.3966814956259,,,1.1857399,72.0,101.325,78 +7/18/24 20:24:07,Herald,,5 Iron,69.9384828759371,-4.921747207641602,5.4845170974731445,4.008889198303223,-1.475627899169922,84.91902474555263,1.2141959798611777,4.560325622558594,3.9792540073394775,1026.3629150390625,592.57080078125,1185.1417236328125,Estimated,-30.0,0.7397339044071742,34.36288709946621,2.722035646438598,1.6319437082079702,95.12548932860136,1.9028977155685425,3.1587829980527147,,,1.1857399,72.0,101.325,78 +7/18/24 20:24:43,Brian,,5 Iron,66.96735128057935,1.2981250286102295,-2.776828527450561,7.33172082901001,10.108549118041992,93.67324483433548,1.3987897541574248,10.18117332458496,5.674985885620117,1590.751708984375,918.4209594726562,1836.8419189453125,Measured,-30.000001907348636,4.9728158923386445,88.98929196988138,1.377145528793335,2.138818229311056,129.44479776829849,-0.0279764551669359,-0.0599905715580093,,,1.1857399,72.0,101.325,78 +7/18/24 20:25:31,Herald,,5 Iron,72.85267219477737,1.165079951286316,-1.0758309364318848,-0.987056314945221,0.0887746214866638,106.00610737764691,1.4550750739002574,8.46343994140625,-0.945405900478363,2818.976806640625,447.9874877929688,2854.3515625,Measured,-9.029847145080566,7.550074247129089,124.17309822615788,-3.3292551040649414,-7.211250793195006,155.8305957613611,-3.814953565597534,-10.368089470060797,,,1.1857399,72.0,101.325,78 +7/18/24 20:26:02,Brian,,5 Iron,73.06132685466127,0.6283697485923767,-0.5224014520645142,2.260082960128784,2.782484531402588,109.12553379579184,1.49361554865917,8.406516075134277,1.7911169528961182,1712.5701904296875,48.82186126708984,1713.265869140625,Measured,-1.6329429149627686,5.969258468300723,118.47849461565512,1.5281591415405271,3.159550609903903,166.8809857861379,1.438038349151611,4.187917651710961,,,1.1857399,72.0,101.325,78 +7/18/24 20:26:34,Lauren,,5 Iron,75.84206917944812,-0.3450060188770294,-3.458033561706543,10.893943786621094,14.351977348327637,93.90813919155062,1.238206449369898,9.030988693237305,8.515839576721191,3232.406494140625,-1089.2642822265625,3411.00390625,Measured,18.622915267944336,5.7671695256876205,97.532686719499,13.137558937072754,22.168183879334265,127.20608283512956,14.182323455810549,31.16652006259233,,,1.1857399,72.0,101.325,78 +7/18/24 20:29:22,Brian,4 Hybrid,4 Hybrid,71.33548862846874,-1.6329126358032229,0.7693583369255066,8.832716941833496,8.063358306884766,88.7652267805106,1.244334741194805,14.496343612670898,7.351661682128906,3398.811279296875,-475.4723205566406,3431.907958984375,Estimated,7.963638782501221,10.409693823805014,106.2127914710918,9.841809272766112,18.15480040786088,123.03462138395388,10.10388469696045,21.584373348470308,,,1.1857399,72.0,101.325,78 +7/18/24 20:29:53,Herald,4 Hybrid,4 Hybrid,73.0116634275173,-3.5014407634735107,-1.8016153573989868,5.659230709075928,7.460845947265625,100.19831090255592,1.372360335304897,12.829782485961914,4.423189640045166,1347.3115234375,777.8705444335938,1555.7412109375,Measured,-30.0,8.269181581519376,113.93510019175756,-0.3466151356697082,-0.6896997045835391,152.28698239920777,-1.6024218797683716,-4.258596347269815,,,1.1857399,72.0,101.325,78 +7/18/24 20:30:33,Brian,4 Hybrid,4 Hybrid,72.53471532900221,-3.6930322647094727,-9.959491729736328,4.502005100250244,14.461496353149414,97.59121990807488,1.3454415511996105,16.15118980407715,2.451847553253174,2143.892578125,140.1141815185547,2148.46630859375,Measured,-3.739250421524048,13.699806500956129,130.09098510567856,1.5918844938278198,3.613877223997776,151.09883606406763,1.449154257774353,3.8213577012096778,,,1.1857399,72.0,101.325,78 +7/18/24 20:31:08,Brian,4 Hybrid,4 Hybrid,75.53635750576086,-2.2488269805908203,-3.9910168647766113,1.3743213415145874,5.365338325500488,95.68389684193426,1.2667263818570655,15.809248924255373,0.6295148730278015,1328.4310302734375,-216.4272918701172,1345.9456787109375,Measured,9.253301620483398,10.790541940689875,119.91015746697758,2.1755588054656982,4.552099413457256,148.3022091564053,2.467913866043091,6.385967408407396,,,1.1857399,72.0,101.325,78 +7/18/24 20:33:12,Herald,5 Wood,5 Wood,79.3224514340518,,-0.5066234469413757,12.171998023986816,12.678621292114258,84.90780354165327,1.0704132563558642,10.773656845092772,9.934964179992676,2378.212890625,-474.934326171875,2425.172119140625,Estimated,11.293524742126465,5.068387218139662,82.52512410413419,12.090882301330566,17.28596182969909,114.54697861683236,12.625794410705566,25.038002994187764,,,1.1857399,72.0,101.325,78 +7/18/24 20:33:51,Jason,5 Wood,5 Wood,72.44467263429033,-6.664795875549316,1.7974345684051514,12.46018123626709,10.66274642944336,87.72636516353668,1.2109429440918345,12.2466459274292,10.459982872009276,3142.18603515625,-595.44873046875,3198.107666015625,Estimated,10.73039436340332,7.570688692841941,96.76607610116024,13.339862823486328,22.326512167248893,120.46977153731495,13.808996200561523,28.754431232045132,,,1.1857399,72.0,101.325,78 +7/18/24 20:36:57,Lauren,,Driver,78.03552014517027,-4.253751277923584,6.117850303649902,1.840440273284912,-4.27741003036499,104.53071106266545,1.3395273186903336,12.908252716064451,2.277287721633911,1581.9786376953125,-889.18603515625,1814.7474365234373,Measured,29.33912467956543,9.76350335757229,126.6152887051412,8.070759773254395,17.77629058685966,159.44204264905966,9.289481163024902,25.73763322080504,,,1.1857399,72.0,101.325,78 +7/18/24 20:37:30,Lauren,,Driver,81.85226545323803,0.9833388924598694,-1.884011149406433,-4.470489501953125,-2.5864782333374023,106.09860764401128,1.2962207833407509,15.96107006072998,-3.907902240753174,1190.0159912109375,-158.99545288085938,1200.590576171875,Measured,7.610095500946045,13.419011791299567,144.23974024449126,-2.6976206302642822,-6.788612677308436,171.78944639413203,-2.477175712585449,-7.425096921132081,,,1.1857399,72.0,101.325,78 +7/18/24 20:38:26,Lauren,,Driver,83.05768728231214,-0.4304398894309997,3.63903546333313,-4.1770548820495605,-7.816090583801269,104.71944061904742,1.2608037142077797,14.367124557495115,-2.975785970687866,1001.67919921875,-578.3197631835938,1156.6395263671875,Measured,30.000001907348636,10.097545924650603,127.29347377566592,1.1310770511627195,2.5124115798414834,164.2715560468805,2.0875978469848637,5.983980241514644,,,1.1857399,72.0,101.325,78 +7/18/24 20:39:25,Jason,,Driver,86.80783069195058,5.298641204833984,-4.011271953582764,5.902332305908203,9.913604736328123,115.11100928806354,1.32604407195188,14.432921409606934,4.346391677856445,2285.2548828125,-12.909003257751465,2285.29150390625,Measured,0.3236503601074219,18.18105773933576,168.70881978874422,4.626307010650635,13.60748866044014,189.08470925982147,4.612185955047607,15.204522847002067,,,1.1857399,72.0,101.325,78 +7/18/24 20:39:56,Herald,,Driver,79.78566102437071,-6.717020034790039,5.221405506134033,-0.4604770839214325,-5.681882381439209,103.05801978314868,1.2916859804128134,11.38626194000244,0.2750924825668335,2223.396240234375,-415.3894653320313,2261.866455078125,Measured,10.582375526428224,9.387657233130769,126.6991586434906,2.791409492492676,6.170351392818873,156.7358437549101,3.2770376205444336,8.95966356445092,,,1.1857399,72.0,101.325,78 +7/18/24 20:41:36,Lauren,,8 Iron,70.08333880505779,-1.938178539276123,-8.67949104309082,-7.43654203414917,1.2429490089416504,101.13735073761744,1.4431012058220969,16.461483001708984,-7.194583415985107,3504.05810546875,585.7817993164062,3552.683837890625,Measured,-9.490513801574709,17.636374553864698,137.25814358579373,-11.01297378540039,-26.22059248701385,151.09554868287887,-11.263358116149902,-29.511822164562545,,,1.1857399,72.0,101.325,78 +7/18/24 20:42:17,Lauren,,8 Iron,74.17113378663089,0.199437215924263,-4.407780647277832,-4.325423240661621,0.0823574066162109,107.47995917711069,1.4490807095695712,18.025991439819336,-4.1045331954956055,3192.066650390625,1070.146240234375,3366.67529296875,Measured,-18.533823013305664,21.942157649489445,151.6329771019955,-11.353675842285156,-29.851183781153168,165.5459419047802,-11.887134552001951,-34.099934150595345,,,1.1857399,72.0,101.325,78 +7/18/24 20:42:53,Brian,,8 Iron,73.47932736645635,-1.5106269121170044,1.7586334943771362,4.103559494018555,2.344925880432129,101.1892754720111,1.3771121633620789,16.97684669494629,3.5908095836639404,5240.220703125,815.2589111328125,5303.25927734375,Measured,-8.843027114868164,20.39163177173191,133.58600530020885,0.0442346595227718,0.1051545451901247,143.2170810121388,-0.2112177163362503,-0.5274414473662503,,,1.1857399,72.0,101.325,78 +7/18/24 20:43:23,Brian,,8 Iron,76.99058286494437,-0.9025927186012268,-5.377983570098877,-1.704428791999817,3.6735548973083496,104.90057559636443,1.3625117734253205,19.34064674377441,-2.0729875564575195,2427.6923828125,296.84393310546875,2445.773193359375,Measured,-6.97118616104126,21.822969222378333,153.5397583147751,-4.434381484985352,-11.87133212650656,170.80364921785076,-4.634302616119385,-13.800217640337904,,,1.1857399,72.0,101.325,78 +7/18/24 20:44:27,Brian,,Pitching Wedge,71.8098852897474,0.2073074430227279,1.3480778932571411,-2.4614875316619877,-3.809565544128418,90.9580121539102,1.2666502917655638,24.69808387756348,-1.8532408475875852,3795.90087890625,915.18017578125,3904.666259765625,Measured,-13.555147171020508,23.158822433622618,121.08922595761668,-6.988393783569336,-14.732732541818224,131.1248247715157,-7.3110198974609375,-16.686389182113658,,,1.1857399,72.0,101.325,78 +7/18/24 20:45:01,Brian,,Pitching Wedge,70.40897984886442,1.2159544229507446,-2.756869316101074,1.393748760223389,4.150618076324463,83.81021620206684,1.1903341929107436,25.163143157958984,0.7998981475830078,2954.52880859375,734.3635864257812,3044.426025390625,Estimated,-13.958309173583984,19.1686091590052,109.5804548471815,-3.318240165710449,-6.342739180135595,121.67711651234184,-3.7100350856781006,-7.87340779452262,,,1.1857399,72.0,101.325,78 +7/18/24 20:45:32,Jason,,Pitching Wedge,69.79929728141042,-0.2744559943675995,-2.240288734436035,-4.767844676971436,-2.5275559425354004,96.0104296087884,1.375521435720224,18.3737907409668,-4.1967363357543945,7433.0185546875,1494.2694091796875,7581.72802734375,Estimated,-11.366739273071287,20.48781478822684,119.19642863030003,-9.89284610748291,-20.47866185126213,125.75673153680144,-10.101587295532228,-22.056988627804003,,,1.1857399,72.0,101.325,78 +7/18/24 20:46:04,Herald,,Pitching Wedge,70.29910591623457,0.6684430837631226,-5.336188316345215,-1.534132957458496,3.802055358886719,92.9943662650412,1.322838534758171,20.17670440673828,-1.927872896194458,5348.79833984375,686.75927734375,5392.70654296875,Measured,-7.316465854644775,20.228105416607605,119.85159368889616,-5.086886882781982,-10.626858099981972,128.5575552788241,-5.2508721351623535,-11.765177456602371,,,1.1857399,72.0,101.325,78 +7/18/24 20:47:04,Lauren,,Pitching Wedge,69.93140455758385,-1.1513575315475464,0.9489473700523376,5.09650468826294,4.147557258605957,88.53158680882643,1.265977529965476,23.060382843017575,4.305123329162598,4162.3623046875,124.77593231201172,4164.23193359375,Estimated,-1.7170524597167969,20.521427009341096,115.7025681971536,4.027057647705078,8.125534913209606,125.96761620570123,3.945013046264648,8.666551604845267,,,1.1857399,72.0,101.325,78 +7/18/24 20:47:40,Herald,,Pitching Wedge,62.13998082983653,-6.276541709899902,-7.036646842956543,-0.1040894761681556,6.932557582855225,64.10237312743311,1.0315801883326996,31.214853286743164,-0.9659759998321532,3995.416259765625,-1151.6644287109375,4158.08642578125,Estimated,16.079437255859375,14.693447710841724,70.79606507962217,3.0976879596710205,3.825754521402132,78.49523697786026,3.4768824577331543,4.760430938591128,,,1.1857399,72.0,101.325,78 +7/18/24 20:48:04,Herald,,Pitching Wedge,57.90791871235115,-3.752265453338623,-13.0651273727417,-9.471351623535156,3.593775749206543,59.97758230593172,1.035740597134242,26.19689178466797,-9.414783477783203,1172.8245849609375,-563.833251953125,1301.3167724609375,Estimated,25.67583656311035,8.779607480753953,61.9011583356064,-6.553618431091309,-7.064978496032836,77.23054639138536,-5.921060085296631,-7.96697300429679,,,1.1857399,72.0,101.325,78 +7/18/24 20:48:32,Herald,,Pitching Wedge,58.15322361614972,-4.470998764038086,-9.99904441833496,-3.0749261379241943,6.924118041992188,63.87032033744117,1.0983109166746825,22.03877639770508,-3.776964664459229,7961.05126953125,-2207.64111328125,8261.4775390625,Estimated,15.498973846435549,9.380549522851084,64.00700966966315,0.4034830033779144,0.4505967609922265,70.82057025361064,0.8235324025154114,1.0180291170839624,,,1.1857399,72.0,101.325,78 +7/18/24 20:49:35,Lauren,,Pitching Wedge,59.89982746948226,-2.31794810295105,-11.773554801940918,0.5040501356124878,12.277605056762695,61.4247720129365,1.0254582460063206,23.02779006958008,-1.0591514110565186,1316.4752197265625,-667.1726684570312,1475.881591796875,Estimated,26.87530517578125,7.451591523933246,60.84534160872545,2.1298274993896484,2.261285694003874,76.98964976782554,2.808607339859009,3.772455820124748,,,1.1857399,72.0,101.325,78 +7/18/24 20:50:24,Herald,,Gap Wedge,67.5667854329131,-2.122912883758545,-11.47303867340088,-1.7434000968933103,9.729639053344728,75.802065374216,1.1218835540056835,26.671289443969727,-2.8676555156707764,4734.82861328125,4.110563895665109e-05,4734.82861328125,Estimated,-4.974160106030467e-07,17.601788216624072,91.3724180543586,-3.096234083175659,-4.935338495245446,99.3437000102358,-3.0725600719451904,-5.324901509723418,,,1.1857399,72.0,101.325,78 +7/18/24 20:50:51,Lauren,,Gap Wedge,67.81093834999956,0.8238189816474915,-8.67723274230957,-4.479982376098633,4.1972503662109375,84.12354805452378,1.2405601529996275,26.1953239440918,-4.7657151222229,4778.72119140625,486.7916564941406,4803.451171875,Estimated,-5.816458225250244,21.666918739196035,106.18777733707157,-7.378632068634033,-13.637258650494914,114.23953338321736,-7.467081546783447,-14.846197254473736,,,1.1857399,72.0,101.325,78 +7/18/24 20:51:27,Jason,,Gap Wedge,68.24728531683922,7.19173526763916,-0.9670795202255248,3.5873448848724365,4.554424285888672,72.87653965280515,1.067830600359773,27.102060317993164,2.825718879699707,3863.809326171875,955.2032470703124,3980.130126953125,Estimated,-13.886126518249512,16.009612095283387,86.70429504825006,-0.9801865816116332,-1.483177194004881,96.0992049618335,-1.3614251613616943,-2.283212693405204,,,1.1857399,72.0,101.325,78 +7/18/24 20:51:51,Brian,,Gap Wedge,52.16005967922911,,,,0.0,54.36860593749725,1.0423417126408625,29.61837577819824,-13.451915740966797,3048.40625,-521.0806884765625,3092.62109375,Estimated,9.700129508972168,9.420975342095517,53.805535775247336,-12.244677543640137,-11.411432504359937,63.125749546463794,-11.90815544128418,-13.025571085432034,,,1.1857399,72.0,101.325,78 +7/18/24 20:52:11,Jason,,Gap Wedge,54.98224792594692,-4.64971399307251,-18.01468849182129,-9.610517501831056,8.404170989990234,53.72614721477521,0.9771544315019004,31.72081756591797,-10.14842128753662,3273.69384765625,-915.1510009765624,3399.20166015625,Estimated,15.618172645568848,10.211094073376898,53.02495378685626,-7.675906658172607,-7.082516758111069,61.403925243588674,-7.228164672851562,-7.7259261958095635,,,1.1857399,72.0,101.325,78 +7/18/24 20:52:34,Brian,,Gap Wedge,50.52942675486565,-8.11114501953125,-15.748370170593262,-13.330142974853516,2.418227195739746,49.52857643277366,0.9801927235995088,33.63345718383789,-12.920228004455566,1503.7822265625,-261.981201171875,1526.43212890625,Estimated,9.882591247558594,9.07412950995581,47.459959768705176,-12.114192008972168,-9.959995304262293,57.89294372871791,-11.831398963928224,-11.86991475625416,,,1.1857399,72.0,101.325,78 +7/18/24 20:53:28,Lauren,56,Sand Wedge,65.23357714592566,-3.80939531326294,-5.836667537689209,-11.41687297821045,-5.58020544052124,64.40876319329527,0.9873559907532696,33.69514846801758,-10.108403205871582,2497.873291015625,226.33421325683597,2508.1064453125,Estimated,-5.177475929260254,16.148311004595826,74.13429220994021,-11.87904167175293,-15.260258142283988,84.33098104569672,-11.91568374633789,-17.411983671007192,,,1.1857399,72.0,101.325,78 +7/18/24 20:53:50,Herald,56,Sand Wedge,62.549571838633256,-8.688640594482422,0.7693047523498535,13.040818214416504,12.271512985229492,50.130843619095685,0.8014578221002747,21.50078392028809,10.808284759521484,3377.085205078125,-1398.943115234375,3655.372314453125,Estimated,22.50157356262207,4.576212437913057,40.16410532121336,14.08030891418457,9.771186776740365,52.21351713949025,14.749403953552246,13.293134920164448,,,1.1857399,72.0,101.325,78 +7/18/24 20:54:05,Jason,56,Sand Wedge,54.83673067112113,-4.763133525848389,-13.712031364440918,-11.619463920593262,2.092567443847656,49.99740515827716,0.9117502912077776,30.42524719238281,-11.26023769378662,3004.84716796875,-622.5763549804688,3068.66552734375,Estimated,11.70552921295166,8.17695395625492,46.44120534446529,-9.796030044555664,-7.901559124804237,55.22799562796263,-9.440150260925291,-9.0583423624131,,,1.1857399,72.0,101.325,78 +7/18/24 20:54:48,Jason,,Lob Wedge,62.17556441938814,-6.88284158706665,-11.07753086090088,-12.74176025390625,-1.664229393005371,51.05902917935873,0.8212073288945818,33.429622650146484,-11.852469444274902,3672.100830078125,730.3089599609375,3744.0185546875,Estimated,-11.24824047088623,9.902455703949729,48.60998416310531,-14.519206047058104,-12.18673820422498,56.07894342664713,-14.694428443908691,-14.225207610469624,,,1.1857399,72.0,101.325,78 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_6.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_6.csv new file mode 100644 index 0000000000..de18bd09ea --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_6.csv @@ -0,0 +1,69 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +6/21/24 23:42:45,Brian,,Pitching Wedge,70.52760034727135,1.2731672525405884,0.1061623767018318,0.5454369187355042,0.4392745494842529,93.02649389445652,1.3190083518566165,16.942914962768555,0.4613180458545685,4312.67919921875,1550.875,4583.0576171875,Measured,-19.77900505065918,15.139833818374427,116.99124665397812,-6.505446910858154,-13.254853407939096,128.83773360450778,-7.131216049194336,-15.994204581862732,,,1.196976,68.0,101.325,68 +6/21/24 23:43:32,Herald,,Pitching Wedge,73.20324308435738,-0.4588999450206756,3.0428645610809326,6.602327823638916,3.5594632625579834,95.87021149283828,1.3096443197517915,22.18059539794922,5.804046630859375,8511.6455078125,54.91987991333008,8511.822265625,Measured,-0.3696857690811157,25.683157810191915,117.01556826861088,6.38828706741333,13.01983068376228,120.8225642753996,6.347890377044678,13.35877407704811,,,1.196976,68.0,101.325,68 +6/21/24 23:44:30,Brian,,Pitching Wedge,76.24933488173338,0.4995669424533844,1.024552583694458,5.745951652526856,4.721399307250977,95.9111795536146,1.2578625072910834,5.537857055664063,4.8480544090271,4688.5546875,-1463.8509521484375,4911.76171875,Measured,17.339303970336914,3.912058707116557,90.95276799275688,9.452905654907228,14.93780275953543,119.2798062958318,10.556872367858888,21.853431731820592,,,1.196976,68.0,101.325,68 +6/21/24 23:45:17,Brian,,Pitching Wedge,72.73209758557732,2.1424999237060547,3.812088012695313,13.12009620666504,9.308008193969728,87.73918208236319,1.2063337232798543,26.371749877929688,11.25413990020752,5102.89599609375,2.6032989025115967,5102.896484375,Estimated,-0.0292300768196582,24.19490444386201,111.92020251845952,12.468182563781738,24.163284258937665,119.27405755055496,12.363938331604004,25.539028255622497,,,1.196976,68.0,101.325,68 +6/21/24 23:46:47,Jason,,Pitching Wedge,70.8189761863191,3.4942126274108887,-0.0993653386831283,7.708041191101074,7.807406425476074,91.905602290346,1.2977538964775437,20.707019805908203,6.319127082824707,9273.12109375,-1132.6239013671875,9342.03515625,Measured,6.963644981384277,21.66488498497074,109.299333693898,10.399337768554688,19.729389248431744,113.28121170504436,10.457468032836914,20.56118012526485,,,1.196976,68.0,101.325,68 +6/21/24 23:47:45,Lauren,,Pitching Wedge,72.17512481012818,0.5490269660949707,2.874196767807007,6.785318851470947,3.911122083663941,90.71138459870144,1.2568233839198308,23.066829681396484,5.933254241943359,3090.543701171875,407.1667785644531,3117.249755859375,Measured,-7.505265712738037,20.7338093557114,123.28972717036775,3.871863603591919,8.325231326493054,135.82264267521532,3.6155755519866943,8.56525187130967,,,1.196976,68.0,101.325,68 +6/21/24 23:48:42,Brian,,Pitching Wedge,70.2961107507831,0.0055831926874816,1.4368083477020264,2.914673089981079,1.4778647422790527,91.23502655861375,1.2978673440706303,18.73977851867676,2.5739622116088867,5599.53271484375,0.5215082168579102,5599.53271484375,Measured,-0.0053361994214355,17.927716625818903,115.45800873008648,2.768029928207397,5.575760400134527,124.79101742275724,2.7483716011047363,5.983896805443862,,,1.196976,68.0,101.325,68 +6/21/24 23:50:56,Brian,,7 Iron,68.38068111148323,1.2699058055877686,6.571308135986328,7.657981872558594,1.0866737365722656,83.82388644438379,1.225841642432941,13.222907066345217,7.1126885414123535,1973.4813232421875,28.86014175415039,1973.6923828125,Estimated,-0.8378323912620544,6.56248006647337,88.14258272359257,7.085708141326904,10.87272751336036,119.34555391960748,7.013890743255615,14.573319584983436,,,1.196976,68.0,101.325,68 +6/21/24 23:51:38,Lauren,,7 Iron,74.61928221734343,,-5.117059707641602,10.262384414672852,15.379444122314451,71.57348908318909,0.9591822241698484,0.7086246609687805,7.789473533630371,2966.006591796875,-1317.147216796875,3245.3154296875,Estimated,23.94510078430176,0.0189208381039456,24.4829069870832,9.267643928527832,3.942890681909745,24.4829069870832,9.267643928527832,3.942890681909745,,,1.196976,68.0,101.325,68 +6/21/24 23:53:13,Herald,,7 Iron,75.51757585573614,2.7452375888824463,-2.876789331436157,4.1588215827941895,7.035611152648926,101.34270303559332,1.3419750553062222,16.872390747070312,3.0561864376068115,3243.35205078125,-9.9734525680542,3243.367431640625,Measured,0.1761865317821502,18.17411168644321,139.93770134254282,3.287118673324585,8.02405162031829,154.55849605180083,3.2715368270874023,8.820507842650954,,,1.196976,68.0,101.325,68 +6/21/24 23:54:01,Lauren,,7 Iron,75.4811730756337,3.6862971782684326,-0.224028080701828,5.478337287902832,5.702365398406982,105.5210868389122,1.397978893798827,18.39128303527832,4.471998691558838,1358.3179931640625,-784.2251586914062,1568.450439453125,Measured,30.0,16.736477941305452,147.86785765913191,10.991822242736816,28.19379089803715,170.60140018227685,11.85329818725586,35.042661627139296,,,1.196976,68.0,101.325,68 +6/21/24 23:54:48,Lauren,,7 Iron,79.09842841810496,5.158725261688232,1.6366453170776367,1.238766312599182,-0.3978790044784546,98.80876746394824,1.2491874925966513,12.640931129455566,1.2223392724990845,3501.47119140625,-347.3454895019531,3518.657470703125,Measured,5.6651997566223145,11.83260527425341,125.0732566193892,3.0642659664154053,6.685995175329936,141.94352951494693,3.2679443359375,8.091651524865313,,,1.196976,68.0,101.325,68 +6/21/24 23:55:36,Herald,,7 Iron,75.55327891057641,5.373757362365723,-2.636402130126953,7.673431873321533,10.309833526611328,101.03923560268596,1.337324296967631,19.147289276123047,5.973246574401856,2723.45849609375,-1264.5794677734375,3002.72998046875,Measured,24.90678596496582,19.21317027850773,138.4551174572225,14.443889617919922,34.53508663414823,154.4906291518273,15.251510620117188,40.639782704344725,,,1.196976,68.0,101.325,68 +6/21/24 23:56:21,Jason,,7 Iron,77.15819266493781,0.4564096629619598,2.908225774765014,3.3170504570007324,0.4088246822357178,98.79559214925575,1.2804290605701345,18.176441192626957,3.088598251342773,3980.72998046875,-262.5274658203125,3989.377197265625,Measured,3.773168802261353,19.656530785523728,133.64292538769587,4.73619270324707,11.034652938876548,145.93115627137013,4.823611259460449,12.27119219506983,,,1.196976,68.0,101.325,68 +6/21/24 23:57:09,Jason,,7 Iron,80.23471397798312,-0.318757027387619,-3.8608529567718506,5.548505783081055,9.409358978271484,103.11789749247328,1.285203029710674,17.377845764160156,4.074571132659912,2621.3251953125,-206.1290740966797,2629.417236328125,Measured,4.496226787567139,18.5317145140084,145.9185741118963,5.7097649574279785,14.517367355917486,162.28264036602377,5.82221269607544,16.46229762616008,,,1.196976,68.0,101.325,68 +6/21/24 23:57:49,Herald,,7 Iron,75.07393297305316,2.284828424453736,1.6019634008407593,5.762195110321045,4.160231590270996,103.70300434340244,1.3813450319783471,18.942630767822266,4.9336466789245605,3477.302978515625,1988.0186767578125,4005.47802734375,Measured,-29.757158279418945,21.03057477226639,139.21688043984886,-6.068535804748535,-14.717747423505898,151.33135570612103,-6.984603404998779,-18.402261364289416,,,1.196976,68.0,101.325,68 +6/22/24 00:00:20,Lauren,,5 Iron,80.39152070258751,1.878929018974304,0.2456736266613006,8.649166107177734,8.40349292755127,111.22724395305612,1.3835693488688556,14.205028533935549,7.135361671447754,2645.72998046875,-93.12973022460938,2647.368408203125,Measured,2.0159800052642822,17.250535916996228,158.1752327863869,8.112902641296387,22.32237373813814,177.55557974811563,8.140008926391602,25.14056261239216,,,1.196976,68.0,101.325,68 +6/22/24 00:01:25,Jason,,5 Iron,77.9845084669114,0.3641796410083771,-0.7704128623008728,4.640793323516846,5.411206245422363,109.25232913323724,1.400949127987294,11.92861557006836,3.715653419494629,3097.12353515625,449.16351318359375,3129.5244140625,Measured,-8.251847267150879,13.919868094690967,146.657200272095,1.110827088356018,2.843577949117332,164.5548882560397,0.7972127199172974,2.2893619318217877,,,1.196976,68.0,101.325,68 +6/22/24 00:02:16,Herald,,5 Iron,80.30265559429245,4.329835414886475,-2.886806011199951,17.902572631835938,20.789379119873047,95.0610901591972,1.183785137062811,,14.344361305236816,6525.11474609375,-82.75043487548828,6525.6396484375,Measured,0.7265767455101013,,,,,,,,,,1.196976,68.0,101.325,68 +6/22/24 00:03:01,Jason,,5 Iron,78.22042681231505,-1.230648636817932,2.088838577270508,13.185591697692873,11.096753120422363,95.5413320863854,1.2214371102273678,12.804424285888672,11.092314720153809,2809.03076171875,-1519.732421875,3193.781494140625,Measured,28.41412734985352,9.165232312691046,109.7541270285128,18.785043716430664,35.34288129702463,133.3292474795935,20.121057510375977,45.86590529282103,,,1.196976,68.0,101.325,68 +6/22/24 00:03:32,Herald,,5 Iron,79.97853773291627,6.2393951416015625,-3.989405632019043,4.968557834625244,8.957963943481445,104.13997423639012,1.302099002912001,12.3776273727417,3.582103729248047,1512.0792236328125,-872.9993896484375,1745.998779296875,Measured,30.000001907348636,8.849280771659892,122.2579150010506,9.139875411987305,19.420114678964865,158.72128849522232,10.440106391906738,28.76148158002616,,,1.196976,68.0,101.325,68 +6/22/24 00:05:09,Brian,4 Hybrid,4 Hybrid,76.22090214303171,-1.5192233324050903,4.123646259307861,10.414992332458496,6.291346073150635,103.2342310839258,1.3544084126714016,19.3296012878418,9.071089744567873,3831.2734375,-318.3318176269531,3844.475341796875,Measured,4.749666690826416,23.295411453295173,144.1236973572486,11.716402053833008,29.266862204355675,155.93560840004648,11.77220630645752,31.81412581317568,,,1.196976,68.0,101.325,68 +6/22/24 00:05:48,Jason,4 Hybrid,4 Hybrid,78.03024660599931,0.1271272152662277,3.1183149814605717,7.507483005523682,4.389167785644531,107.00794328837036,1.3713649250487328,15.71293830871582,6.557002544403076,1665.7005615234375,54.58240509033203,1666.5946044921875,Measured,-1.8768216371536253,15.10914603154106,150.21329567043722,6.315375804901123,16.52363043884054,173.954695866978,6.225984573364258,18.865383704669966,,,1.196976,68.0,101.325,68 +6/22/24 00:06:40,Brian,4 Hybrid,4 Hybrid,78.40692919438698,0.2566845715045929,2.645193576812744,5.704160690307617,3.058967113494873,96.37065158704536,1.2291088629185132,14.429641723632812,5.016512393951416,3976.666015625,-922.3580932617188,4082.23193359375,Measured,13.058428764343262,13.444522369940955,122.09795136614866,9.715534210205078,20.604817190283484,136.27997246638188,10.141522407531738,23.99618683998392,,,1.196976,68.0,101.325,68 +6/22/24 00:07:27,Jason,4 Hybrid,4 Hybrid,79.0002108843546,0.6571754217147827,-1.328131079673767,-4.613868713378906,-3.2857375144958496,117.82247881189596,1.491419801199921,13.025360107421877,-3.956121683120728,1947.90185546875,148.4446258544922,1953.5499267578125,Measured,-4.3579421043396,15.523407165921183,168.95245311542567,-5.258292675018311,-15.48376668869298,193.2927741152489,-5.3880157470703125,-18.15021768167321,,,1.196976,68.0,101.325,68 +6/22/24 00:10:20,Brian,5 Wood,5 Wood,,,,,0.0,58.07090349902637,-25.96001625061035,19.99605178833008,3.570291757583618,6073.89501953125,2621.615966796875,6615.517578125,Estimated,-23.346004486083984,6.11160040505365,52.04729162747617,-1.2169182300567627,-1.105370061162276,61.99677190091825,-2.009836912155152,-2.1743035902143504,,,1.196976,68.0,101.325,68 +6/22/24 00:10:29,Jason,5 Wood,5 Wood,82.14062906036452,-0.329875499010086,0.927041471004486,8.175569534301758,7.248528003692627,90.88931961292928,1.1065086870242429,12.353973388671877,6.831596374511719,2233.166748046875,-681.6142578125,2334.872802734375,Measured,16.973405838012695,7.406979821312802,100.60495303059452,10.441274642944336,18.232385524178653,129.40608343145595,11.203367233276367,25.142581765305067,,,1.196976,68.0,101.325,68 +6/22/24 00:11:08,Brian,5 Wood,5 Wood,80.55391669605433,-4.24971866607666,4.200190544128418,12.959732055664062,8.759541511535645,94.27803785818924,1.1703718667574998,14.988956451416016,11.170975685119627,3234.072265625,-1501.0421142578125,3565.438232421875,Measured,24.897605895996094,11.836462106625277,114.72675831854484,19.035301208496094,37.41824509081789,131.18832796498737,19.950496673583984,44.762534177398265,,,1.196976,68.0,101.325,68 +6/22/24 00:11:53,Brian,5 Wood,5 Wood,80.73072532327478,-0.7281943559646606,-1.261884689331055,11.69709014892578,12.958974838256836,113.1084382539193,1.4010581200774863,15.048174858093262,9.450359344482422,2745.376953125,-619.3428344726562,2814.370361328125,Measured,12.71281909942627,19.23118829799296,162.53666982712457,14.39736270904541,40.41396297877509,179.6376935200351,14.757612228393556,45.75913632484571,,,1.196976,68.0,101.325,68 +6/22/24 00:12:46,Jason,5 Wood,5 Wood,98.30521273900104,7.094905376434326,-11.956859588623049,0.5082694292068481,12.465128898620604,111.95041001150456,1.1388044122210623,13.736693382263184,-1.0786218643188477,1771.496337890625,-198.171142578125,1782.5462646484375,Measured,6.3829426765441895,14.085407345022873,155.56319984172114,0.4215087592601776,1.146161956167262,180.27748131078624,0.6367366313934326,2.0029925193172886,,,1.196976,68.0,101.325,68 +6/22/24 00:13:47,Brian,5 Wood,5 Wood,81.19325225480134,1.690693974494934,5.7708234786987305,9.29448699951172,3.5236635208129883,89.93889644250521,1.1077139287419873,9.122154235839844,8.35678768157959,2528.881103515625,-287.1549072265625,2545.132080078125,Estimated,6.478199005126953,4.721369299103969,87.48656661707446,9.682716369628906,14.714551821994974,121.2241754584984,9.995896339416504,21.041771892965244,,,1.196976,68.0,101.325,68 +6/22/24 00:16:42,Herald,,Driver,80.94079650015283,-1.568590521812439,2.4835517406463623,13.72847843170166,11.24492645263672,113.52539771105604,1.4025732710801984,16.871944427490234,11.58764362335205,2662.249755859375,-151.4436492919922,2666.5537109375,Measured,3.25579571723938,22.67274474426836,169.12473191437493,13.453080177307127,39.346690479375866,186.2857962038197,13.47234058380127,43.40011492121721,,,1.196976,68.0,101.325,68 +6/22/24 00:17:28,Jason,,Driver,78.16973939698255,-2.973815679550171,0.8981567025184631,-2.624144554138184,-3.522301197052002,116.0298424228713,1.48433195911806,18.20396614074707,-2.0431480407714844,1730.4627685546875,286.405029296875,1754.0037841796875,Measured,-9.397705078125,22.881587315335764,180.1245429930441,-4.74928617477417,-14.913689735079627,200.7871688649684,-5.000259876251221,-17.5007262758902,,,1.196976,68.0,101.325,68 +6/22/24 00:18:14,Herald,,Driver,88.80893400969126,1.2518688440322876,1.7322858572006226,1.741448998451233,0.0091631412506103,126.66484721724191,1.4262624434093494,13.107521057128906,1.6472214460372925,3155.669189453125,-655.5784912109375,3223.046875,Measured,11.736047744750977,23.34258620771493,188.4512292360214,6.627293586730957,21.749259711548348,203.83824241408547,6.967732906341553,24.72773762138036,,,1.196976,68.0,101.325,68 +6/22/24 00:19:03,Herald,,Driver,94.13790507458816,-4.057374954223633,-5.455317497253418,-14.883703231811523,-9.428385734558104,127.95366435103732,1.3592151243397224,6.196589946746826,-12.908418655395508,2102.983154296875,-27.56983757019043,2103.163818359375,Measured,0.7510972619056702,7.385795924416868,156.3832596070024,-12.908076286315918,-34.9340362065891,204.61394756413935,-12.813117027282717,-45.37757900135921,,,1.196976,68.0,101.325,68 +6/22/24 00:19:37,Brian,,Driver,90.93356443590892,-1.0049906969070437,3.2313199043273926,0.0852346718311309,-3.146085262298584,116.40805246030686,1.2801439510528885,15.439726829528809,0.4743390679359436,3507.915771484375,-278.9695739746094,3518.990966796875,Measured,4.546919345855713,23.752186394591035,169.5214704309401,2.405826568603516,7.115999653315612,184.09985458542,2.5400633811950684,8.158942715950445,,,1.196976,68.0,101.325,68 +6/22/24 00:20:20,Jason,,Driver,87.24113982716426,-0.600993275642395,0.8084550499916077,0.2472879141569137,-0.5611671209335327,120.0078488041636,1.3755878137529418,16.387121200561523,0.3042874634265899,3571.5625,-119.34978485107422,3573.55615234375,Measured,1.9139230251312256,27.578358096347078,183.6022752337085,1.1979564428329468,3.838336941613676,191.7101086630264,1.2271665334701538,4.105833245276301,,,1.196976,68.0,101.325,68 +6/22/24 00:21:10,Jason,,Driver,90.5988568300163,-0.1148039326071739,4.633347034454346,2.838667631149292,-1.7946794033050537,114.3208829353198,1.2618358215028176,14.402524948120115,2.9115028381347656,1339.841064453125,773.5574951171875,1547.1151123046875,Measured,-30.0,13.647341899648836,154.3436648567531,-3.08280086517334,-8.300425782649768,182.2520793618969,-4.041329383850098,-12.844431375765794,,,1.196976,68.0,101.325,68 +6/22/24 00:22:32,Brian,,7 Iron,80.66969562723807,0.1552606076002121,2.670182228088379,3.796823501586914,1.1266412734985352,110.38642165174495,1.3683753334315676,18.808185577392575,3.452908754348755,3021.152587890625,422.72412109375,3050.583251953125,Measured,-7.965198040008545,25.16574570445573,162.58112456563686,0.6404136419296265,1.8167213609291368,177.34465336118046,0.3794918060302734,1.1753228629053325,,,1.196976,68.0,101.325,68 +6/22/24 00:23:39,Jason,,7 Iron,76.26232246525797,-1.5332859754562378,2.7152419090271,8.053693771362305,5.338451862335205,108.5968401608161,1.4239907289774507,20.22636985778809,6.955236434936523,3388.897705078125,-309.2510070800781,3402.978515625,Measured,5.214037895202637,27.044936694529724,157.6233031781685,9.674936294555664,26.489907436281783,170.22493663091154,9.754191398620604,28.839788418356196,,,1.196976,68.0,101.325,68 +6/22/24 00:24:05,Lauren,,7 Iron,78.67436077629281,-0.097179390490055,4.482917785644531,0.6158866882324219,-3.867031097412109,109.30068697544084,1.3892796318515084,18.1693058013916,1.0668374300003052,2628.0,-131.6022186279297,2631.293212890625,Measured,2.866802930831909,22.73546781047821,161.63495952297671,2.124398946762085,5.991781514132697,178.34193134080124,2.203892230987549,6.858549313312778,,,1.196976,68.0,101.325,68 +6/22/24 00:24:34,Jason,,7 Iron,78.25461948457723,-0.9098389744758606,3.3624300956726074,3.9107141494750977,0.5482840538024902,111.06908044410191,1.419329378580544,17.979644775390625,3.633080244064331,3443.17578125,-188.64273071289065,3448.339599609375,Measured,3.135953187942505,25.050153371995293,161.1730741223455,5.190370082855225,14.58056287887814,174.44052741992346,5.2490057945251465,15.958585723246188,,,1.196976,68.0,101.325,68 +6/22/24 00:26:50,Brian,,7 Iron,81.19013762406121,-2.795806646347046,1.7665064334869385,7.481952667236328,5.715446472167969,107.4771261431224,1.3237707101911709,18.038209915161133,6.366883277893066,2618.439453125,958.6678466796876,2788.4169921875,Measured,-20.108781814575195,21.073796742832883,154.03097983789303,-0.1282042562961578,-0.3464935102939463,169.49425358465123,-0.7687221765518188,-2.274085047999449,,,1.196976,68.0,101.325,68 +6/22/24 00:29:22,Jason,,7 Iron,,,,,0.0,52.044122883199634,-23.265804290771484,,23.16610717773437,2065.810546875,0.0,2065.810546875,Estimated,-0.0,,,,,,,,,,1.196976,68.0,101.325,68 +6/22/24 00:29:47,Herald,,7 Iron,77.28145524313277,-2.288629531860352,2.0609166622161865,6.491367816925049,4.430451393127441,99.0299659791417,1.2814195290136117,19.302358627319336,5.590033054351807,1993.9642333984373,-272.0780639648437,2012.441162109375,Measured,7.770071506500244,18.003762346630765,140.55640483820753,7.891130447387695,19.29718205817744,159.77234936606874,8.098006248474121,22.50663604275337,,,1.196976,68.0,101.325,68 +6/22/24 00:30:14,Lauren,,7 Iron,75.25726099174062,-1.6912391185760498,3.551316738128662,4.032910346984863,0.4815936088562011,99.71300876706935,1.3249619698225894,14.760937690734863,3.757089614868164,3529.177490234375,126.82949829101562,3531.45556640625,Measured,-2.0581765174865723,15.008234275734594,131.97946878813582,3.2345850467681885,7.446840361177692,146.89801345958404,3.1428608894348145,8.053905046443845,,,1.196976,68.0,101.325,68 +6/22/24 00:30:47,Lauren,,7 Iron,78.0401707581932,-1.1153727769851685,5.202803611755371,0.0553849525749683,-5.14741849899292,102.95679855071194,1.3192795140046871,14.13551902770996,0.6965056657791138,2702.11279296875,-319.36981201171875,2720.9208984375,Measured,6.740667343139648,14.015161474081197,138.18143045784564,2.739454507827759,6.604243991702958,157.46070296342987,2.9786784648895264,8.182379908232917,,,1.196976,68.0,101.325,68 +6/22/24 00:31:18,Herald,,7 Iron,73.79105497075125,-0.2242272347211837,3.603111505508423,7.025108814239502,3.421997308731079,97.3705504534455,1.3195440896195416,14.566998481750488,6.22143030166626,3340.234619140625,-1300.9560546875,3584.641357421875,Measured,21.27994155883789,12.846683106726005,122.37326536890578,13.176193237304688,27.894547430179955,138.14415956502762,13.92030143737793,33.23362577128,,,1.196976,68.0,101.325,68 +6/22/24 00:32:13,Herald,,Gap Wedge,68.03150113919264,0.0806681513786315,1.9573383331298828,3.4904820919036865,1.5331437587738037,82.59226758415298,1.2140297685798374,21.64734268188477,3.112077236175537,7747.57763671875,-355.1557312011719,7755.7138671875,Estimated,2.6246511936187744,17.442291823718506,97.68288833411953,4.456676006317139,7.590542827359798,103.72708073758896,4.488382339477539,8.117349834665958,,,1.196976,68.0,101.325,68 +6/22/24 00:32:43,Brian,,Gap Wedge,69.11916005996773,,9.525887489318848,-0.3207993507385254,-9.846687316894531,83.41900151463688,1.2068867943745645,31.148164749145508,0.9284338355064392,5686.28466796875,835.6622924804688,5747.36181640625,Estimated,-8.36040210723877,26.45473287474215,100.98934300868405,-2.336740255355835,-4.117705937410761,106.166893288555,-2.473063707351685,-4.581035042804217,,,1.196976,68.0,101.325,68 +6/22/24 00:33:13,Herald,,Gap Wedge,70.4058012188625,-0.4858105778694153,1.6755787134170532,1.4067599773406982,-0.268818736076355,88.20365459144796,1.2527895864327896,29.884004592895508,1.365204691886902,5401.94580078125,516.3262329101562,5426.5654296875,Estimated,-5.459831714630127,28.363383055507256,112.70895706998364,-0.7984389662742615,-1.5707016322544831,116.33300280437015,-0.8600281476974487,-1.74614278865522,,,1.196976,68.0,101.325,68 +6/22/24 00:33:52,Jason,,Gap Wedge,67.62992710458866,0.0283648706972599,1.294573187828064,5.603625774383545,4.309052467346191,82.38187214434856,1.218127472131476,25.03282928466797,4.764931201934815,7647.10595703125,511.06298828125,7664.16455078125,Estimated,-3.823443174362183,20.541051173188865,97.64056121541216,3.6869518756866455,6.278793254013351,102.26452150925616,3.595428228378296,6.413075787804246,,,1.196976,68.0,101.325,68 +6/22/24 00:34:34,Jason,,Gap Wedge,57.577733720957895,-3.1747004985809326,1.868941307067871,6.246537208557129,4.377595901489258,61.05829090687712,1.0604497079163837,32.14667892456055,5.364902496337891,2533.705322265625,454.61614990234375,2574.16748046875,Estimated,-10.172192573547363,13.515631804215218,67.52927591310709,3.5893237590789795,4.227666595831181,77.75587658023869,3.293663740158081,4.467403458007141,,,1.196976,68.0,101.325,68 +6/22/24 00:34:53,Jason,,Gap Wedge,54.02626961960004,-9.260086059570312,3.905697107315064,3.0014922618865967,-0.9042048454284668,56.68464962247435,1.04920532218108,35.009490966796875,2.9542019367218018,1727.2371826171875,393.5065002441406,1771.4952392578125,Estimated,-12.834310531616213,12.835461998156802,60.68675049718786,1.0579543113708496,1.1205554260444757,71.40110174689289,0.7478196620941162,0.9320315589296584,,,1.196976,68.0,101.325,68 +6/22/24 00:35:13,Lauren,,Gap Wedge,54.584910642473005,-4.111370086669922,1.5737636089324951,8.836226463317871,7.262462615966797,53.19528187151627,0.9745418879576684,32.7095832824707,7.455197334289551,2012.8037109375,180.8428649902344,2020.9114990234373,Estimated,-5.134026527404785,10.233320399682157,53.38840131117968,6.968014240264893,6.476837633095329,63.7009369594125,6.798177242279053,7.540464497676851,,,1.196976,68.0,101.325,68 +6/22/24 00:35:37,Jason,,Gap Wedge,52.89044485440672,-6.784331321716309,-1.1750179529190063,6.19091796875,7.365935802459717,51.50915305395165,0.9738839065495214,33.88667297363281,4.938333988189697,3037.589111328125,-847.5922241210938,3153.62646484375,Estimated,15.590938568115234,10.211312050111816,49.76948272334266,7.88314151763916,6.826034276529299,57.75506144994824,8.206549644470215,8.24405637322991,,,1.196976,68.0,101.325,68 +6/22/24 00:36:08,Brian,,Gap Wedge,122.55766472596588,,,,0.0,134.20448931589817,1.0950313847442683,15.745794296264648,3.0110113620758057,3417.65283203125,-1231.9451904296875,3632.91064453125,Measured,19.822473526000977,32.43059530804521,201.5422152438969,12.772398948669434,44.55671407799491,215.4539118184057,13.309040069580078,49.59825939068878,,,1.196976,68.0,101.325,68 +6/22/24 00:37:26,Jason,56,Sand Wedge,51.73316753666359,6.896807670593262,-5.2972187995910645,9.503379821777344,14.80059814453125,41.43898014437718,0.8010137812460284,48.99756622314453,7.143466472625732,1000.0000610351562,-156.18365478515625,1012.1232299804688,Estimated,8.876948356628418,10.923430570623282,33.813842293395055,8.21886157989502,4.833846858747052,40.64937368068104,8.295099258422852,5.864541506191188,,,1.196976,68.0,101.325,68 +6/22/24 00:37:50,Lauren,56,Sand Wedge,54.5151813134512,-4.228531360626221,-2.594104528427124,7.139092445373535,9.733197212219238,44.26012733643665,0.811886272228463,41.00494766235352,5.539620399475098,1441.8216552734375,-92.61714935302734,1444.793212890625,Estimated,3.6754143238067623,9.747376208041146,39.41210435886842,6.145768642425537,4.219414768430909,47.76025035925068,6.174094676971436,5.136619672398297,,,1.196976,68.0,101.325,68 +6/22/24 00:38:12,Brian,56,Sand Wedge,59.55834020845805,-2.6503348350524902,0.2482863217592239,5.771830558776856,5.5235443115234375,57.7899168734748,0.9703077129283044,40.5352783203125,4.772180080413818,5434.0283203125,-3066.548095703125,6239.58203125,Estimated,29.437042236328125,16.504546523551085,55.64743709938739,13.078182220458984,12.59193713836737,58.41925429140292,13.384828567504885,13.523501911591666,,,1.196976,68.0,101.325,68 +6/22/24 00:38:43,Lauren,56,Sand Wedge,65.23408487340248,-2.8637771606445312,3.880059957504273,4.589921951293945,0.7098619937896729,71.14295324931936,1.0905794629814156,36.70243835449219,4.25576639175415,4848.65576171875,589.9736938476562,4884.4169921875,Estimated,-6.937520503997803,22.963951232607545,80.18742061659032,2.489235639572144,3.482698772777667,85.55960221877285,2.332464694976806,3.4821147202821976,,,1.196976,68.0,101.325,68 +6/22/24 00:39:16,Brian,56,Sand Wedge,75.48526049515294,-1.5700345039367676,-19.999998092651367,8.591054916381836,28.591053009033203,61.79653092478429,0.8186569208269788,39.92105865478516,4.554347515106201,2270.11669921875,217.67721557617188,2280.529052734375,Estimated,-5.477238655090332,18.72013193494854,68.63173757535833,3.745595216751098,4.483431527204232,77.27385805572794,3.5847384929656982,4.831585219753436,,,1.196976,68.0,101.325,68 +6/22/24 00:39:37,Herald,56,Sand Wedge,56.96142509660058,-3.3585870265960693,5.449882984161377,7.544176578521728,2.094293594360352,53.39876112443062,0.937454795659904,35.18596649169922,6.878885269165039,5572.55712890625,-321.3739318847656,5581.81640625,Estimated,3.3006386756896973,12.001731232678026,51.54335861897471,8.132745742797852,7.291674300345676,56.30534720471224,8.141119003295898,7.973489361424811,,,1.196976,68.0,101.325,68 +6/22/24 00:40:19,Brian,56,Sand Wedge,64.88486223493737,-1.215807557106018,0.8121768236160278,4.898159980773926,4.085983276367188,55.06361232076097,0.848635728336522,47.44015502929688,4.125085353851318,2440.1298828125,567.8453369140625,2505.330810546875,Estimated,-13.100208282470703,18.534551340414964,52.68807647927315,1.9256961345672607,1.7704894341092086,58.53784197880441,1.660243272781372,1.695981022901492,,,1.196976,68.0,101.325,68 +6/22/24 00:41:03,Jason,,Lob Wedge,58.21206027081598,-3.9385716915130615,4.072807312011719,5.158614158630371,1.0858068466186523,46.98993051546131,0.8072198492349055,40.30925750732422,4.747020721435547,2674.715087890625,-711.3626098632812,2767.6953125,Estimated,14.893518447875977,10.849674127003482,42.5980856908318,7.313729763031006,5.422847113213607,49.17054106104251,7.567660331726074,6.475611122854843,,,1.196976,68.0,101.325,68 +6/22/24 00:41:20,Brian,,Lob Wedge,62.34142917284362,-6.530203819274902,6.512004852294922,9.739766120910645,3.2277612686157227,51.82228864200579,0.8312656499793553,45.458892822265625,8.815292358398438,1502.88818359375,-549.9947509765625,1600.3646240234375,Estimated,20.10053253173828,15.366332504970046,50.46114271929855,12.260351181030272,10.715642422900371,58.38065676505949,12.557916641235352,12.693496566673277,,,1.196976,68.0,101.325,68 +6/22/24 00:41:57,Lauren,,Lob Wedge,49.803035133623325,-8.301666259765625,6.399886131286621,10.881643295288086,4.481757164001465,42.81707198174309,0.8597281644956647,41.82435989379883,9.739227294921877,1000.0001220703124,-488.9375,1113.1307373046875,Estimated,26.055740356445312,9.236601441735615,37.07682886098428,12.35096549987793,7.930720031542307,45.797400106906025,12.741761207580566,10.100935515026094,,,1.196976,68.0,101.325,68 +6/22/24 00:42:15,Lauren,,Lob Wedge,59.790960458571135,-3.2978322505950928,1.7147719860076904,2.4800808429718018,0.7653088569641113,53.16401183220887,0.8891647069132792,41.26737594604492,2.251758813858032,2131.968994140625,-579.3341674804688,2209.280517578125,Estimated,15.202277183532717,14.344751683832442,53.22453703996871,4.982872009277344,4.622961668371829,60.89792719233537,5.265480041503906,5.588651273070241,,,1.196976,68.0,101.325,68 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_7.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_7.csv new file mode 100644 index 0000000000..f8f517f6a5 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_7.csv @@ -0,0 +1,133 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +6/8/24 18:06:22,Herald,56,Sand Wedge,67.72000393224016,-2.04536247253418,5.245246887207031,5.1636643409729,-0.0815825462341308,72.17623413066576,1.065803749847452,31.158126831054688,4.897872924804688,4479.56884765625,2157.812744140625,4972.19189453125,Estimated,-25.72016143798828,18.76538557383856,83.20084781057085,-2.812020301818848,-4.081811739760639,89.73788039693136,-3.380724668502808,-5.291944261764797,,,1.1954004,68.0,101.325,83 +6/8/24 18:06:52,Jason,56,Sand Wedge,69.2525857209339,-1.5903308391571045,4.596847534179688,6.372054576873779,1.7752070426940918,75.2258586872922,1.0862534287229175,31.442556381225582,5.809340476989746,5152.232421875,1853.576416015625,5475.51318359375,Estimated,-19.786794662475582,21.164011994365183,90.09413573195344,-0.6898379325866699,-1.085053377927025,93.57978605573498,-0.9304113388061525,-1.519972501219442,,,1.1954004,68.0,101.325,83 +6/8/24 18:07:33,Lauren,56,Sand Wedge,65.96249033808226,-9.418721199035645,14.634096145629885,12.717862129211426,-1.916234016418457,67.64140430553516,1.025452555821465,30.886775970458984,12.277861595153809,5643.49365234375,1398.306884765625,5814.14501953125,Estimated,-13.91610336303711,16.74965875458713,74.96706763240854,8.964776039123535,11.681908257962618,80.44002332088075,8.61566162109375,12.050370290139996,,,1.1954004,68.0,101.325,83 +6/8/24 18:07:57,Jason,56,Sand Wedge,69.98749351061088,-6.907171726226807,5.774718284606934,7.114369869232178,1.339651584625244,77.33228772345865,1.1049443814091473,31.832740783691406,6.566478252410889,5059.67626953125,1842.47509765625,5384.7041015625,Estimated,-20.009035110473636,22.760546607453307,91.16659795495524,0.0484566427767276,0.0789556026686835,97.09075922699868,-0.3758651614189148,-0.6370264479148631,,,1.1954004,68.0,101.325,83 +6/8/24 18:08:33,Jason,56,Sand Wedge,67.45742776099496,-0.5408035516738892,1.9031943082809448,29.54135131835937,27.63815689086914,82.65151383409466,1.2252396300513133,5.808935165405273,24.504077911376957,2546.77978515625,-386.2774658203125,2575.9072265625,Estimated,8.624484062194824,1.648996607018205,53.5050699689532,25.73057556152344,23.228691799294893,97.71855725437854,26.19072723388672,43.12911456331949,,,1.1954004,68.0,101.325,83 +6/8/24 18:09:07,Lauren,56,Sand Wedge,62.54811265546459,-7.245320796966553,9.47971248626709,5.22093391418457,-4.25877857208252,71.98555046349065,1.1508828549313797,31.905441284179688,5.474761962890625,4842.32958984375,2346.89111328125,5381.0830078125,Estimated,-25.85768699645996,19.33108004783412,82.01192551997246,-2.4492852687835693,-3.504851049570106,87.68962498253495,-2.9717040061950684,-4.546158765217626,,,1.1954004,68.0,101.325,83 +6/8/24 18:09:44,Herald,56,Sand Wedge,65.2934079224583,-7.977290153503418,15.23390293121338,11.994535446166992,-3.2393674850463867,66.65315757139706,1.0208252209863755,31.522157669067383,11.758756637573242,5125.06982421875,2037.673828125,5515.29296875,Estimated,-21.682249069213867,16.42247463252704,73.33582569977716,6.154821872711182,7.862744664676768,78.88769522399434,5.665726661682129,7.788177848219504,,,1.1954004,68.0,101.325,83 +6/8/24 18:12:12,Herald,,Pitching Wedge,60.56212169673972,-6.4316935539245605,9.569703102111816,,31.429908752441406,62.45742570151742,1.031295204852107,18.45711708068848,34.87543869018555,3929.760498046875,-75.81949615478516,3930.491943359375,Estimated,1.1053086519241333,6.196764123975584,59.10131913921896,36.158790588378906,34.871258906933235,73.20796826491187,35.984275817871094,43.0143065299244,,,1.1954004,68.0,101.325,83 +6/8/24 18:12:59,Brian,,Pitching Wedge,64.24224138075215,-2.7033233642578125,5.575319766998291,-0.463544636964798,-6.038864612579346,87.66269016467959,1.3645646272694425,21.891796112060547,0.3168569505214691,5427.34765625,351.7821350097656,5438.736328125,Estimated,-3.708529472351074,19.49221595953054,110.57834191011898,-1.1028714179992676,-2.1287308083535947,118.99611531156825,-1.1953401565551758,-2.482408229526243,,,1.1954004,68.0,101.325,83 +6/8/24 18:14:08,Herald,,Pitching Wedge,62.39352883855281,-7.256498336791992,13.327144622802734,5.171911716461182,-8.155233383178711,80.90290893717702,1.296655445575428,25.510990142822266,5.9159111976623535,3779.209716796875,258.3865051269531,3788.032470703125,Estimated,-3.911255121231079,18.78164934993561,102.65212377607077,5.095968246459961,9.118040871057133,112.88202851160533,4.942525863647461,9.725548288973869,,,1.1954004,68.0,101.325,83 +6/8/24 18:15:00,Brian,,Pitching Wedge,62.966663560911,-1.7020286321640017,7.00015115737915,-1.9265958070755005,-8.92674732208252,87.4607682271353,1.389001152054529,19.54624366760254,-0.7066415548324585,7317.77392578125,117.86686706542967,7318.72314453125,Estimated,-0.9227793216705322,17.707745768811037,106.1914652114001,-1.1540271043777466,-2.138826572918134,113.15921148234791,-1.1696903705596924,-2.310187575088804,,,1.1954004,68.0,101.325,83 +6/8/24 18:15:33,Brian,,Pitching Wedge,65.61511514497397,-4.079353332519531,9.589853286743164,3.1738874912261963,-6.415966033935547,90.4198466281905,1.3780338025531385,20.24140930175781,3.8070528507232666,7042.49462890625,768.3662719726562,7084.28662109375,Measured,-6.22658634185791,19.8511078743893,111.71374830491824,1.453065037727356,2.8329651416516697,118.35571009389332,1.2955821752548218,2.676130098666306,,,1.1954004,68.0,101.325,83 +6/8/24 18:16:24,Jason,,Pitching Wedge,66.2326824214797,-2.81139612197876,6.586435794830322,5.382175445556641,-1.2042603492736816,93.12719459956406,1.4060610441071657,18.217647552490234,5.245182037353516,7149.06103515625,2069.312255859375,7442.521484375,Estimated,-16.14320945739746,18.621591849454035,114.07665782944514,-1.431491494178772,-2.850086223375996,121.24136328907936,-1.8400496244430544,-3.893062660439142,,,1.1954004,68.0,101.325,83 +6/8/24 18:17:16,Jason,,Pitching Wedge,66.53397814610389,-8.142952919006348,10.842388153076172,8.195802688598633,-2.646585464477539,84.74311210799715,1.273681725777877,24.184005737304688,8.088894844055176,4231.203125,-1603.2852783203125,4524.77685546875,Estimated,20.752674102783203,18.929963223454703,106.32761619170104,15.943133354187012,29.20642320058346,115.77729354214534,16.43592071533203,32.75833219407423,,,1.1954004,68.0,101.325,83 +6/8/24 18:17:43,Lauren,,Pitching Wedge,65.7064036919819,-5.953885078430176,8.366297721862793,6.662141799926758,-1.7041559219360352,78.84871183186078,1.200015636245857,22.90345001220703,6.519284248352051,4427.36669921875,57.1221923828125,4427.7353515625,Estimated,-0.7391930818557739,15.613355422026984,96.27754956312856,6.709346294403076,11.248407808611203,105.89314788392858,6.6403889656066895,12.245235233449762,,,1.1954004,68.0,101.325,83 +6/8/24 18:18:14,Brian,,Pitching Wedge,67.72706945074106,-1.645324945449829,9.841075897216797,1.0542564392089844,-8.786819458007812,89.75158340311737,1.3251951417799803,21.375120162963867,2.097374439239502,7431.49267578125,2774.091552734375,7932.380859375,Measured,-20.470029830932617,20.107531950721523,107.84869748007986,-6.695154190063477,-12.573698013294576,113.419356807437,-7.095391750335693,-14.009733957676872,,,1.1954004,68.0,101.325,83 +6/8/24 18:19:15,Brian,,Pitching Wedge,69.72992208163714,-4.648838520050049,12.08080768585205,7.286649227142334,-4.794158458709717,91.11583433346824,1.3066963451757951,19.97365379333496,7.497054100036621,6489.30419921875,109.65475463867188,6490.23046875,Measured,-0.9680787324905396,19.727117701404723,114.17271777773568,7.761418342590332,15.418845082018038,121.45692872154996,7.684237003326416,16.240431727394594,,,1.1954004,68.0,101.325,83 +6/8/24 18:19:50,Jason,,Pitching Wedge,68.22359279012699,-3.844547271728516,7.1866655349731445,10.468706130981444,3.282040596008301,84.70943996306414,1.241644371085114,24.07607650756836,9.498478889465332,4364.8134765625,-610.0598754882812,4407.24072265625,Estimated,7.956555366516113,19.47668224905283,107.96336367215464,13.095843315124512,24.46238588547453,117.37716351216297,13.219108581542969,26.841292190671997,,,1.1954004,68.0,101.325,83 +6/8/24 18:20:32,Brian,,Pitching Wedge,64.53746997535927,,13.241439819335938,7.372490406036377,-5.8689494132995605,85.89043967384168,1.3308615864029854,23.4722900390625,7.71279239654541,5295.7197265625,62.64536285400391,5296.09033203125,Estimated,-0.67774498462677,20.16946654606249,108.2544137178611,8.140997886657715,15.329859469578878,116.1277166958198,8.062606811523438,16.28756476377896,,,1.1954004,68.0,101.325,83 +6/8/24 18:21:02,Lauren,,Pitching Wedge,70.68364334735179,-3.1428465843200684,9.676441192626951,12.87669849395752,3.2002573013305664,91.64656741158616,1.2965739041098785,20.68312644958496,11.787996292114258,9974.7900390625,-334.736328125,9980.4052734375,Measured,1.922023892402649,21.73263716034694,107.45900096788864,14.154363632202148,26.27751257450086,110.658649128246,14.116494178771973,26.989024097597397,,,1.1954004,68.0,101.325,83 +6/8/24 18:22:29,Jason,,Pitching Wedge,69.61916922581213,-3.4783942699432373,10.071575164794922,9.303385734558104,-0.7681894302368164,94.44947908065478,1.3566590944845192,20.5833683013916,8.902238845825195,5618.40283203125,-2231.041748046875,6045.1630859375,Measured,21.657798767089844,20.441668383379465,118.91790233881784,18.876256942749023,38.47298132058222,126.90658905906002,19.349105834960938,42.047107253820286,,,1.1954004,68.0,101.325,83 +6/8/24 18:25:59,Brian,,8 Iron,66.73121107106817,-4.176681995391846,10.811020851135254,6.248636245727539,-4.562384605407715,80.60696781745537,1.2079350355504508,21.25625228881836,6.485522270202637,1703.7374267578125,983.6531372070312,1967.306396484375,Estimated,-30.0,12.220431775508246,97.51826062286092,0.7750597596168518,1.319216840943653,114.80727412684882,-0.1384764164686203,-0.277959089161957,,,1.1954004,68.0,101.325,83 +6/8/24 18:26:28,Brian,,8 Iron,67.88653001140074,-1.585929274559021,4.951509952545166,4.140676975250244,-0.8108329772949219,82.76856421727916,1.2192192501720027,21.064342498779297,4.020813465118408,1429.15966796875,825.1256103515625,1650.2513427734375,Estimated,-30.0,12.398440546618415,101.8460645834666,-1.2653225660324097,-2.249345992275068,121.96242615637856,-2.175288677215576,-4.62925274810874,,,1.1954004,68.0,101.325,83 +6/8/24 18:27:35,Lauren,,8 Iron,67.23836255452761,-8.331684112548828,2.582221031188965,7.591989517211914,5.009768486022949,87.98604003491437,1.3085690473732343,22.67443084716797,6.559338092803955,4430.62744140625,303.6884155273437,4441.0234375,Estimated,-3.921090602874756,19.977569840970773,113.70000237511704,5.641946792602539,11.178011752742124,123.6978463669875,5.482692718505859,11.818767401914329,,,1.1954004,68.0,101.325,83 +6/8/24 18:28:21,Brian,,8 Iron,72.45410185885976,-4.515258312225342,6.76227617263794,10.291889190673828,3.5296130180358887,94.25057790826668,1.3008314987033631,20.13117408752441,9.300134658813477,9050.1787109375,622.5579833984375,9071.56640625,Measured,-3.9351534843444815,22.53561756193926,113.5734215121347,8.448129653930664,16.685564207963807,117.73019821485286,8.33802318572998,17.072373832105995,,,1.1954004,68.0,101.325,83 +6/8/24 18:28:56,Lauren,,8 Iron,71.21928730215723,-2.193028926849365,7.842610836029053,7.210801124572754,-0.6318097114562988,100.90196145277788,1.416778590112647,21.049604415893555,6.904438018798828,3632.465576171875,865.7344970703125,3734.20703125,Measured,-13.40536117553711,24.125723425773685,140.26825002415717,2.199714422225952,5.384099401942763,151.79205631454715,1.7862982749938965,4.731679390075328,,,1.1954004,68.0,101.325,83 +6/8/24 18:29:39,Jason,,8 Iron,70.34806108488146,-1.670306921005249,10.562552452087402,12.161023139953612,1.598470687866211,96.14301901273392,1.366676174581819,23.99740982055664,11.31100082397461,5332.927734375,-72.00916290283203,5333.41357421875,Estimated,0.7736033797264099,26.71840128791996,126.09939513589325,12.972173690795898,28.3065547476981,133.52037448693227,12.884037017822266,29.77215939261441,,,1.1954004,68.0,101.325,83 +6/8/24 18:30:27,Brian,,8 Iron,75.42892407831368,-3.268497467041016,7.932781219482422,7.05239725112915,-0.8803839683532715,101.4310049503847,1.3447229453395688,19.9961051940918,6.785604476928711,3784.448974609375,286.7434387207031,3795.296630859375,Measured,-4.332957744598389,23.353159643784693,141.10321147167997,5.609792709350586,13.793242384820587,153.0416616594248,5.433432102203369,14.49136033265495,,,1.1954004,68.0,101.325,83 +6/8/24 18:31:16,Brian,,8 Iron,72.63904265894416,-2.1121294498443604,10.258316040039062,11.350049018859863,1.0917329788208008,104.8318659889137,1.443188981456181,20.87220001220703,10.60678005218506,4878.3330078125,579.9491577148438,4912.68505859375,Measured,-6.7796549797058105,27.69307643596608,142.9477160012284,8.590045928955078,21.351219592278994,151.73043043266807,8.345744132995605,22.023140699789792,,,1.1954004,68.0,101.325,83 +6/8/24 18:34:54,Brian,,8 Iron,67.47876511487357,-6.458452701568604,5.127997398376465,5.774349689483643,0.6463522911071777,91.1982227164708,1.3515099537049624,18.20261001586914,5.384832859039307,1906.5736083984373,426.39111328125,1953.6715087890625,Measured,-12.606337547302246,13.400596407527246,118.98767992481226,2.7029123306274414,5.611195699395353,139.1792507719265,2.2665858268737797,5.504523204376881,,,1.1954004,68.0,101.325,83 +6/8/24 18:35:21,Brian,,8 Iron,66.19648017239751,,14.165653228759766,3.433624744415283,-10.73202896118164,94.7719670941642,1.4316768330785363,16.648176193237305,4.592963218688965,2302.486083984375,387.3904418945313,2334.84765625,Measured,-9.550497055053713,13.56584258866053,124.40050323707236,2.2867884635925293,4.963715102918172,144.06582609855468,1.9297568798065183,4.851342881314452,,,1.1954004,68.0,101.325,83 +6/8/24 18:35:33,Lauren,,8 Iron,,,,,0.0,93.68691507665244,-41.881797790527344,22.81072425842285,3.805397510528565,3823.308837890625,-1548.21044921875,4124.88134765625,Measured,22.04499053955078,21.822524925301423,123.74072416376202,12.296867370605469,26.35392332812239,134.32736816352917,12.87053680419922,29.92124504978824,,,1.1954004,68.0,101.325,83 +6/8/24 18:35:53,Lauren,,8 Iron,67.75708937113495,-5.785993576049805,10.907645225524902,5.897840023040772,-5.009805202484131,89.75862332191355,1.3247119106646783,16.960067749023438,6.209460258483887,1304.7674560546875,753.3077392578125,1506.6156005859375,Measured,-30.0,10.188934495928264,106.65753910278454,1.4291657209396362,2.660268901610777,132.02605114645303,0.4597012996673584,1.0589879494149417,,,1.1954004,68.0,101.325,83 +6/8/24 18:36:36,Jason,,8 Iron,68.51627421411513,-1.7995811700820925,2.766035318374634,,30.16368293762207,72.40482242728649,1.0567536436820768,11.545551300048828,27.39532470703125,3754.832763671875,-229.9811553955078,3761.869140625,Estimated,3.5049524307250977,4.207480542194247,63.84385043325028,28.59059715270996,30.55233880196397,87.74277375962265,28.6517391204834,42.07129537073979,,,1.1954004,68.0,101.325,83 +6/8/24 18:37:09,Lauren,,9 Iron,71.0561147843141,-4.785312652587891,9.721059799194336,12.688873291015623,2.967813491821289,97.73172815401176,1.375416154551507,21.958908081054688,11.63929557800293,2721.455810546875,326.2846984863281,2740.94580078125,Measured,-6.836755275726318,22.594202199038364,139.23839860250337,10.118182182312012,24.46132624737561,153.0580651909404,9.837191581726074,26.14983244128598,,,1.1954004,68.0,101.325,83 +6/8/24 18:37:57,Jason,,9 Iron,69.59718334608078,,14.078755378723145,9.923993110656738,-4.154762268066406,100.8084883976344,1.4484564396284754,20.51678466796875,9.91342544555664,2913.46484375,-97.11286163330078,2915.082763671875,Measured,1.909100890159607,22.4606127061104,143.90557878101208,11.253946304321287,28.08432277317206,158.1133899707238,11.230859756469728,30.794603777084603,,,1.1954004,68.0,101.325,83 +6/8/24 18:38:49,Lauren,,9 Iron,63.02927190540504,,12.388431549072266,7.048460483551025,-5.33997106552124,97.92777069270689,1.5536871636353002,15.028841972351074,7.339892387390137,3727.3857421875,1409.71435546875,3985.0595703125,Measured,-20.716846466064453,14.33104730920661,124.79487216922736,0.6042553782463074,1.3167137588202138,138.69626438899468,-0.1282042562961578,-0.3108495882639523,,,1.1954004,68.0,101.325,83 +6/8/24 18:39:50,Herald,,9 Iron,71.10090146771017,-2.7065205574035645,8.973374366760254,6.452258110046387,-2.521116256713867,94.2416350780868,1.3254632941733626,18.71982765197754,6.422842502593994,3202.505859375,608.5947265625,3259.82080078125,Measured,-10.760014533996582,17.21641995060463,126.11165189469102,3.2553393840789795,7.161405563034805,140.03299367898217,2.880791425704956,7.037778336958127,,,1.1954004,68.0,101.325,83 +6/8/24 18:40:35,Jason,,9 Iron,70.40517829271448,-2.991112470626831,6.298332691192627,10.639707565307615,4.34137487411499,95.10537764835136,1.3508292991311528,16.138872146606445,9.527789115905762,7367.08251953125,-954.9219970703124,7428.71337890625,Measured,7.3855061531066895,17.469393945410047,117.3037397698754,13.641165733337402,27.664939706996847,125.12159113519284,13.761399269104004,29.7638074419292,,,1.1954004,68.0,101.325,83 +6/8/24 18:40:41,Lauren,,9 Iron,,,,,0.0,98.37947748237455,-43.97956085205078,27.004568099975582,5.973396301269531,1297.933837890625,-749.3623657226562,1498.724853515625,Measured,30.0,25.773804843390508,155.634520995025,13.617281913757324,36.64187245219773,165.39150173776395,13.992587089538574,39.99102553598459,,,1.1954004,68.0,101.325,83 +6/8/24 18:42:01,Jason,,9 Iron,69.93536397857952,-3.748215436935425,6.331909656524658,11.279163360595703,4.947253704071045,95.9266673749662,1.3716475030336233,21.67339515686035,10.057252883911133,2832.7900390625,-52.27814483642578,2833.2724609375,Measured,1.0572534799575806,21.380914489870065,140.9141119608612,11.044107437133787,26.99418879037876,148.63091390085538,11.018263816833496,28.406669689028604,,,1.1954004,68.0,101.325,83 +6/8/24 18:43:02,Brian,,9 Iron,72.79462059772231,-1.978073239326477,7.925363540649414,3.298789501190185,-4.6265740394592285,97.27231585322534,1.3362569246809002,15.585758209228516,3.7013773918151855,2884.05419921875,1135.9071044921875,3099.68603515625,Measured,-21.49738502502441,13.674618194138134,124.94497366056294,-2.5423741340637207,-5.542385971822,141.49112245195647,-3.3048789501190186,-8.156815096145522,,,1.1954004,68.0,101.325,83 +6/8/24 18:43:35,Brian,,9 Iron,72.92247405629587,7.95429801940918,-0.8292991518974304,22.12885093688965,22.95815086364746,74.28718578133157,1.018714556008922,3.2630014419555664,18.07337188720703,1379.723388671875,-796.5835571289062,1593.167236328125,Estimated,30.0,0.2986840550763787,19.14261047934974,19.057226181030277,6.250299835841531,34.43741219788808,19.4964599609375,11.493441818330894,,,1.1954004,68.0,101.325,83 +6/8/24 18:48:44,Brian,,7 Iron,61.66867746621074,-8.580464363098145,8.592934608459473,9.072066307067873,0.4791316986083984,79.056444902375,1.2819546024104589,17.056476593017578,8.527209281921387,2037.9586181640625,-348.6672668457031,2067.569580078125,Estimated,9.708539962768556,8.659671257858463,88.55227886195007,10.541203498840332,16.200006951101045,108.29404585148222,10.833145141601562,20.353833145766203,,,1.1954004,68.0,101.325,83 +6/8/24 18:49:16,Brian,,7 Iron,64.8169334184804,-3.814430713653565,2.935107707977295,11.21401309967041,8.278905868530273,88.87552737488568,1.3711776026347116,19.46244239807129,9.578706741333008,3846.08544921875,-1808.4771728515625,4250.0546875,Estimated,25.18349266052246,15.282590849579492,110.35145420284334,18.43971824645996,34.9049253614935,122.22849544249311,19.194509506225582,40.18583207404481,,,1.1954004,68.0,101.325,83 +6/8/24 18:49:46,Herald,,7 Iron,67.39069786404207,-2.2262353897094727,2.337472915649414,9.629033088684082,7.291560173034668,91.5095577919601,1.3578959810829805,15.674596786499023,8.201987266540527,6148.9033203125,-1017.7877807617188,6232.56787109375,Measured,9.39858055114746,14.611984903134385,111.82355851767352,12.46224880218506,24.13111131004439,122.10229004182928,12.701067924499512,26.84594792342159,,,1.1954004,68.0,101.325,83 +6/8/24 18:50:27,Herald,,7 Iron,65.84117333744553,-7.066373825073242,6.368444442749023,14.314371109008787,7.945926666259766,84.86557256211108,1.2889438061372749,25.236034393310547,12.555013656616213,1951.331787109375,-873.7560424804688,2138.023681640625,Estimated,24.121604919433597,18.10789264886762,112.72829755119074,19.11991500854492,36.92375287372533,128.0010033122844,19.75257873535156,43.25910796159678,,,1.1954004,68.0,101.325,83 +6/8/24 18:50:59,Brian,,7 Iron,67.50127578855154,-3.527820587158203,1.5118716955184937,9.93986701965332,8.427995681762695,91.10923814288708,1.3497409801303273,17.975051879882812,8.354007720947266,5206.68701171875,-1061.5203857421875,5313.794921875,Measured,11.52332878112793,16.37844541797574,114.59637277073487,13.35231876373291,26.46469305569167,124.62916813265564,13.62625789642334,29.361086559089017,,,1.1954004,68.0,101.325,83 +6/8/24 18:51:28,Brian,,7 Iron,67.9242341098261,-1.2082780599594116,5.932442665100098,19.724720001220703,13.792277336120604,90.76260960783291,1.336233095555846,22.182334899902344,16.94464111328125,1121.7449951171875,647.6397705078125,1295.279541015625,Measured,-30.000001907348636,15.9300422434319,122.47220386163826,12.008646965026855,25.481474053997545,143.5887052713988,11.172829627990724,27.82302603030621,,,1.1954004,68.0,101.325,83 +6/8/24 18:51:37,Jason,,7 Iron,,,,,0.0,122.26295239207047,-54.65642929077149,,4.407327651977539,1527.381103515625,588.54052734375,1636.8485107421875,Measured,-21.072999954223636,,,,,,,,,,1.1954004,68.0,101.325,83 +6/8/24 18:52:05,Herald,,7 Iron,81.1601091704324,0.4146110415458679,-1.331769943237305,13.149456024169922,14.481225967407228,88.6908425718484,1.0927886061069954,21.650413513183597,10.634621620178224,4199.86279296875,-797.6124267578125,4274.9306640625,Estimated,10.753207206726074,18.68600866790075,114.60221329568958,15.289786338806152,30.2207304822507,125.1685739866498,15.506481170654297,33.46349840398784,,,1.1954004,68.0,101.325,83 +6/8/24 18:52:34,Jason,,7 Iron,68.43153065827892,-5.805273056030273,6.69617223739624,12.76154899597168,6.06537675857544,86.54388066988577,1.2646784287502355,22.87507438659668,11.320497512817385,1463.4635009765625,39.33992385864258,1463.9921875,Estimated,-1.5398190021514893,16.111414531145442,117.28218823279258,11.409261703491213,23.200265129979694,137.18456965857877,11.30020809173584,26.88124972496917,,,1.1954004,68.0,101.325,83 +6/8/24 18:52:45,Herald,,7 Iron,,,,,0.0,96.6981571426786,-43.22794342041016,18.932153701782227,5.416597843170166,5496.408203125,-775.7416381835938,5550.880859375,Measured,8.033443450927734,20.677127061026116,125.46298650600876,9.318904876708984,20.31615133029959,134.36961184616575,9.47848892211914,22.1276506361487,,,1.1954004,68.0,101.325,83 +6/8/24 18:52:53,Lauren,,7 Iron,69.61093038751187,-2.891556024551392,4.316102027893066,14.53041172027588,10.214309692382812,89.37166671870091,1.28387404422243,24.7635555267334,12.475671768188477,3455.6181640625,-174.18885803222656,3460.005615234375,Estimated,2.885691404342652,22.270149015534344,120.14383687041482,14.503302574157717,30.08832578152783,131.24614916203882,14.466710090637209,32.78759322409724,,,1.1954004,68.0,101.325,83 +6/8/24 18:53:23,Jason,,7 Iron,74.03750332802701,-3.500983953475952,5.779390335083008,-1.33364999294281,-7.113040447235107,92.57683508116588,1.2504046046906714,15.907632827758787,-0.3723326027393341,6230.81640625,-68.94034576416016,6231.19775390625,Measured,0.6339184641838074,15.673184299531613,114.83983922527476,-0.1398823112249374,-0.2808626644251468,124.53278278368909,-0.1186940670013427,-0.2591525825117404,,,1.1954004,68.0,101.325,83 +6/8/24 18:54:02,Jason,,7 Iron,72.79694163761633,-5.869865417480469,2.3749568462371826,9.000643730163574,6.6256866455078125,93.15587480207796,1.279667424296594,16.705486297607422,7.69050407409668,1721.687255859375,906.5313110351562,1945.7662353515625,Measured,-27.76844596862793,11.661385070452184,115.77221228543476,2.075468778610229,4.1930069912909005,137.50843511092353,1.1232649087905884,2.695695857264525,,,1.1954004,68.0,101.325,83 +6/8/24 18:54:39,Jason,,7 Iron,70.10317004297576,-1.7907403707504272,5.294195175170898,13.937434196472168,8.64323902130127,97.39667068548806,1.3893333300873614,19.71538543701172,12.110971450805664,1991.34814453125,-1149.7052001953125,2299.41064453125,Measured,30.0,16.726820216112515,130.76826906663882,20.539892196655277,45.88130759148726,149.78837244916213,21.533571243286133,54.97926852915998,,,1.1954004,68.0,101.325,83 +6/8/24 18:55:24,Lauren,,7 Iron,72.80008186806117,-0.738810658454895,7.09726619720459,2.912309408187866,-4.1849565505981445,100.14941546655336,1.3756772368478734,15.554539680480955,3.280296802520752,2158.431396484375,1246.1710205078125,2492.342041015625,Measured,-30.000001907348636,13.057754463834158,128.3031503554048,-4.356085300445557,-9.745296563976922,148.46122162010033,-5.442981719970703,-14.08231499564954,,,1.1954004,68.0,101.325,83 +6/8/24 18:56:08,Brian,,7 Iron,71.05190363288875,-6.096876621246338,2.511287212371826,8.59125804901123,6.079970836639404,99.89183977096218,1.4058995560074463,17.026275634765625,7.371284008026123,2511.57080078125,-181.64984130859372,2518.131103515625,Measured,4.136725902557373,16.42150051640067,137.73599030676542,8.923744201660156,21.365553909239225,156.07296085976668,9.016633987426758,24.4599578958148,,,1.1954004,68.0,101.325,83 +6/8/24 18:57:22,Brian,,7 Iron,,,,,0.0,92.9677852383138,-41.56031799316406,16.73678207397461,3.1845617294311523,4937.5673828125,-1703.606689453125,5223.203125,Measured,19.035947799682617,15.285835469782,115.51028142843096,10.47021770477295,20.99105944914436,126.73943323485672,11.057220458984377,24.307236511856672,,,1.1954004,68.0,101.325,83 +6/8/24 18:57:29,Herald,,7 Iron,68.83722624534175,,,,0.0,71.8857969474575,1.0442866580830896,15.60227870941162,26.269081115722656,2342.650146484375,-797.43212890625,2474.653076171875,Estimated,18.79844284057617,5.867486278014326,69.11174946236679,30.115102767944336,34.67604353212619,92.02364493041388,30.862960815429688,47.20688147881128,,,1.1954004,68.0,101.325,83 +6/8/24 18:57:44,Herald,,7 Iron,,,,,0.0,98.72983504108196,-44.13618469238281,15.25838565826416,3.395663022994995,4320.40234375,-1266.5831298828125,4502.23388671875,Measured,16.33919906616211,15.62257927965186,127.15735616979327,9.674854278564451,21.369667307528744,139.56911415625927,10.178905487060549,24.665052101402352,,,1.1954004,68.0,101.325,83 +6/8/24 18:58:13,Lauren,,7 Iron,67.82121663144198,-3.1554205417633057,7.167880058288574,3.141974687576294,-4.025905609130859,90.47936594164912,1.3340864472151448,13.815985679626465,3.4777846336364746,1852.840576171875,867.4521484375,2045.8472900390625,Measured,-25.08778381347656,8.157095128458081,101.25027263283846,-1.168853759765625,-2.065519510760808,131.23201509164846,-2.276838779449463,-5.2136812273719215,,,1.1954004,68.0,101.325,83 +6/8/24 19:01:25,Brian,,7 Iron,64.89053256953139,-1.1129111051559448,4.438673973083496,1.6235721111297607,-2.815101861953736,81.04871632198956,1.249006798258966,10.345887184143066,1.8890368938446045,2346.40576171875,1354.6978759765625,2709.39599609375,Estimated,-30.0,3.9369409078498734,69.24497600838686,-2.7093498706817627,-3.2731988819151354,100.40969593775208,-4.184321880340576,-7.326517203503954,,,1.1954004,68.0,101.325,83 +6/8/24 19:02:05,Lauren,,7 Iron,64.84383870813417,-3.371060848236084,3.848269701004028,4.46377420425415,0.6155045032501221,93.8836146744352,1.447841715494524,15.80303192138672,4.148168087005615,2487.714599609375,166.49374389648438,2493.27978515625,Measured,-3.8288893699646,12.592334502654468,120.81372005189678,3.2884883880615234,6.930245928935165,140.1854814419421,3.128814458847046,7.651542938708019,,,1.1954004,68.0,101.325,83 +6/8/24 19:02:36,Herald,,7 Iron,65.57546546899039,-3.085345268249512,4.1237473487854,4.151232719421387,0.0274853706359863,98.11436694036274,1.4962054213211722,12.314085960388184,3.9259088039398193,4708.45947265625,429.2972106933594,4727.98974609375,Estimated,-5.209580421447754,12.525089201408264,122.36342825616066,2.207796096801758,4.713849101749361,136.44788755882928,1.995373249053955,4.750994840461203,,,1.1954004,68.0,101.325,83 +6/8/24 19:03:28,Lauren,,7 Iron,69.95350990260386,-2.398834705352783,5.8877129554748535,4.790714263916016,-1.096998691558838,99.23481481625822,1.4185823549729335,15.904647827148438,4.671913146972656,1899.739990234375,1096.8154296875,2193.630859375,Measured,-30.000001907348636,12.76774006835626,126.8226189974257,-2.29012393951416,-5.067860006467413,148.01722491304463,-3.341757297515869,-8.628254448356643,,,1.1954004,68.0,101.325,83 +6/8/24 19:04:02,Herald,,7 Iron,71.66006728452976,1.646865725517273,3.345423698425293,8.612709045410156,5.267285346984863,103.89164856743535,1.4497844127738333,18.200794219970703,7.49327802658081,2356.549072265625,-1360.5543212890625,2721.108642578125,Measured,30.000001907348636,18.05110605909385,141.916412791943,17.004093170166016,41.502036090620095,158.3561221878408,17.954252243041992,48.814460941769084,,,1.1954004,68.0,101.325,83 +6/8/24 19:04:10,Lauren,,7 Iron,,,,,0.0,96.76192600711964,-43.25645065307617,18.467754364013672,1.623379111289978,4765.56591796875,-1576.1015625,5019.43359375,Measured,18.30044937133789,19.08122447617416,125.1671972914819,9.038898468017578,19.66440923650725,135.41401451856382,9.543365478515623,22.45086528714137,,,1.1954004,68.0,101.325,83 +6/8/24 19:04:19,Herald,,7 Iron,,,,,0.0,82.13667817260375,-36.718379974365234,,-6.7787909507751465,2397.807373046875,0.0,2397.807373046875,Estimated,-0.0,,,,,,,,,,1.1954004,68.0,101.325,83 +6/8/24 19:05:09,Herald,,7 Iron,72.9491233489025,-3.640356540679932,2.397139310836792,6.831759929656982,4.4346208572387695,104.47870952915764,1.4322133664232648,16.86380386352539,5.911709785461426,2294.58349609375,-226.40040588378903,2305.7255859375,Measured,5.634983062744141,17.60206772746119,148.66350403010256,7.830402374267578,20.25411869757545,166.57597688578971,7.96989107131958,23.09624329463486,,,1.1954004,68.0,101.325,83 +6/8/24 19:05:37,Lauren,,7 Iron,75.25773031966037,-2.4157755374908447,6.754022598266602,10.789557456970217,4.035534858703613,102.4180015656093,1.3608967627722035,19.227903366088867,9.707897186279297,2332.704345703125,967.9227905273438,2525.54638671875,Measured,-22.53531646728516,19.839727194334728,144.45450469068237,3.223915100097656,8.123966315078917,160.80376938585323,2.482542991638184,6.965405889162412,,,1.1954004,68.0,101.325,83 +6/8/24 19:06:44,Herald,,7 Iron,72.57384874427407,-4.430347442626953,7.100834369659424,7.784729957580566,0.6838955879211426,103.67126070955784,1.4284933554352424,15.49539852142334,7.283060073852539,1961.86328125,192.68109130859372,1971.302490234375,Measured,-5.609219551086426,14.534567701909054,142.7360386896562,6.099082946777344,15.165466422269333,164.91454778274965,5.873262405395508,16.875431330633774,,,1.1954004,68.0,101.325,83 +6/8/24 19:07:29,Jason,,7 Iron,76.3539950078366,-1.504367113113403,2.647475242614746,9.242039680480955,6.594564437866211,88.23766806577714,1.1556391784964344,12.642257690429688,7.922891616821289,2492.191162109375,612.5687866210938,2566.37060546875,Estimated,-13.809277534484863,7.491673169385706,97.32033357575348,5.122696399688721,8.689579960380911,123.5559549850168,4.453774452209473,9.59464543752506,,,1.1954004,68.0,101.325,83 +6/8/24 19:08:03,Brian,,7 Iron,71.62147999629178,-1.91316556930542,2.7366740703582764,10.143720626831056,7.407046318054199,101.11414887191222,1.4117852476260953,17.71242904663086,8.674715042114258,2546.388916015625,126.43993377685548,2549.526123046875,Measured,-2.8426647186279297,18.02649450411513,142.28908834569484,8.214010238647461,20.329000485199916,158.8419036791438,8.070443153381348,22.299921091490887,,,1.1954004,68.0,101.325,83 +6/8/24 19:10:04,Brian,,7 Iron,72.63993011537423,-3.7023115158081055,5.915583610534668,9.901785850524902,3.9862022399902335,100.66541164799128,1.385813718269058,17.100351333618164,8.873751640319824,2741.568603515625,-483.8792114257813,2783.94287109375,Estimated,10.009458541870115,7.74048057540648,97.64555903605196,14.666129112243652,24.72249783613529,116.68309221376148,15.091697692871094,30.380143439085487,,,1.1954004,68.0,101.325,83 +6/8/24 19:10:36,Jason,,7 Iron,72.63993011537423,-3.7023115158081055,5.915583610534668,9.901785850524902,3.9862022399902335,100.66541164799128,1.385813718269058,17.100351333618164,8.873751640319824,2741.568603515625,-483.8792114257813,2783.94287109375,Measured,10.009458541870115,,,,,,,,,,1.1954004,68.0,101.325,83 +6/8/24 19:13:50,Jason,,7 Iron,74.63470177281579,0.0976001247763633,4.276678085327148,9.400921821594238,5.12424373626709,106.13616241082582,1.4220752530625616,17.654430389404297,8.257258415222168,3127.087158203125,33.79558563232422,3127.269775390625,Measured,-0.6191926002502441,21.411652338345903,151.99302043463103,8.551960945129395,22.602376848073163,166.27992901944344,8.4735689163208,24.501951270239037,,,1.1954004,68.0,101.325,83 +6/8/24 19:14:45,Herald,,7 Iron,75.43619439445229,0.0409692227840423,5.987112998962402,11.826007843017578,5.838894844055176,102.93478280465844,1.3645277791509116,20.52075958251953,10.463300704956056,3132.25146484375,-387.477294921875,3156.126953125,Measured,7.051987171173096,23.765661320022215,147.2742600771653,13.873022079467772,35.31208504329925,160.46780570324518,13.985947608947754,38.782458222520745,,,1.1954004,68.0,101.325,83 +6/8/24 19:15:24,Lauren,,7 Iron,75.4763773976174,-0.2887263596057892,7.3446879386901855,8.269176483154297,0.9244885444641112,94.1527273036172,1.2474462944559574,18.7885799407959,7.711507797241211,2345.793212890625,440.6316833496094,2386.818359375,Measured,-10.638423919677734,16.04450818893679,127.52389917234268,5.112819194793701,11.364559162745875,144.3638764305997,4.7364821434021,11.920527076790108,,,1.1954004,68.0,101.325,83 +6/8/24 19:16:01,Herald,,7 Iron,73.52817160304949,-0.2853768467903137,6.597090244293213,3.636754989624024,-2.960335254669189,103.51715902041816,1.4078571078751658,15.647796630859377,3.8127872943878174,2224.2900390625,18.19627571105957,2224.364501953125,Measured,-0.468709796667099,15.367826010637032,143.51142678264114,3.823925495147705,9.570832782924072,163.8981796301341,3.7866177558898926,10.824009191631148,,,1.1954004,68.0,101.325,83 +6/8/24 19:16:30,Herald,,7 Iron,72.43269197248446,-0.7228752970695496,6.5606303215026855,6.931061744689941,0.3704314231872558,107.00852354834387,1.4773511881761068,18.069971084594727,6.5142436027526855,2983.0009765625,-0.0002607821952551,2983.0009765625,Measured,5.008955668017734e-06,22.21310377394116,154.97332350851138,6.93016242980957,18.69902678084441,169.61004616368157,6.882277965545654,20.32441358720871,,,1.1954004,68.0,101.325,83 +6/8/24 19:17:20,Lauren,,7 Iron,72.83695397608335,0.5452980995178223,7.270362854003906,6.049229145050049,-1.2211337089538574,104.40685115802717,1.4334324193775327,15.042165756225586,5.878693103790283,2703.206787109375,88.49597930908203,2704.655029296875,Measured,-1.875045657157898,15.922227412452344,144.13998407826512,5.5421342849731445,13.920766075402751,162.45598714667904,5.442224979400635,15.407656304926263,,,1.1954004,68.0,101.325,83 +6/8/24 19:18:11,Jason,,7 Iron,73.49259654673278,-1.077721118927002,5.020895481109619,8.230384826660156,3.209489345550537,101.18375446902792,1.3767884007838362,15.9502534866333,7.388875007629394,2694.40234375,220.22927856445312,2703.3876953125,Measured,-4.672732353210449,15.88345988511469,138.68668592806898,6.270573139190674,15.147878098548633,155.7056085273307,6.074121475219727,16.47605623423192,,,1.1954004,68.0,101.325,83 +6/8/24 19:18:19,Jason,,7 Iron,,,,,0.0,60.86320835710876,-27.208288192749023,11.373372077941896,4.134937286376953,2876.42333984375,0.0,2876.42333984375,Estimated,-0.0,2.3912751812153488,41.24583311987544,4.170491695404053,2.999612005823195,64.47589535663292,4.157464027404785,4.674366631580199,,,1.1954004,68.0,101.325,83 +6/8/24 19:19:52,Brian,,6 Iron,76.0803170979807,-1.0242093801498413,4.448093891143799,9.782678604125977,5.334584712982178,108.51132008060358,1.426273236228187,14.832063674926758,8.592290878295898,3317.4541015625,-541.0950317382812,3361.292236328125,Measured,9.263683319091797,18.27241189323422,151.15385380914086,12.49758529663086,32.70950331955123,166.28286596913497,12.743712425231934,36.68037819886331,,,1.1954004,68.0,101.325,83 +6/8/24 19:20:35,Jason,,6 Iron,75.87500746617934,-1.6155999898910522,-0.1013707742094993,11.83316421508789,11.934535026550291,106.47702247908455,1.4033214102357197,15.969654083251951,9.707345962524414,2792.789794921875,-425.172607421875,2824.968505859375,Measured,8.656208038330078,18.10351016924983,150.21291186451165,13.11245822906494,34.077781873802905,166.5398156927131,13.329586029052734,38.396099153160776,,,1.1954004,68.0,101.325,83 +6/8/24 19:21:17,Lauren,,6 Iron,72.74785847044586,2.169117212295532,1.1407819986343384,6.641146659851074,5.500364780426025,110.19152256652706,1.5147046921153404,16.39682960510254,5.597931385040283,5892.548828125,2020.930419921875,6229.4697265625,Measured,-18.93010902404785,24.198890602143592,144.8034844003323,-3.218445062637329,-8.12971506035575,152.67714615339537,-3.6783387660980233,-9.795050535934706,,,1.1954004,68.0,101.325,83 +6/8/24 19:22:20,Brian,,6 Iron,80.26358191166491,2.4314353466033936,5.808015823364258,10.274452209472656,4.466436386108398,109.3568441943471,1.3624715168418615,16.919876098632812,9.166407585144045,2434.85888671875,-47.48210906982422,2435.32177734375,Measured,1.117181658744812,20.23803639493235,160.34668990289902,9.995346069335938,27.83106926752953,178.7586277654973,9.970010757446287,30.948935477208806,,,1.1954004,68.0,101.325,83 +6/8/24 19:23:05,Brian,,6 Iron,73.4792420341073,2.7239186763763428,1.862634778022766,7.978171825408935,6.115537166595459,103.21321372635612,1.4046581166208414,16.02824592590332,6.78651762008667,1722.1290283203125,-340.560302734375,1755.4798583984375,Measured,11.186219215393066,14.29862196619922,141.11133814497407,9.55549144744873,23.42490006334424,164.35859655591958,9.888154029846191,28.224553777334226,,,1.1954004,68.0,101.325,83 +6/8/24 19:24:43,Brian,,5 Iron,77.8403223967307,-2.094076871871948,9.596710205078123,9.488921165466309,-0.1077890396118164,121.4362525945262,1.560068726020931,11.65070629119873,8.995223045349121,1641.092529296875,947.4852294921876,1894.970458984375,Measured,-30.000001907348636,12.402890818043716,160.88528642700658,2.142014265060425,6.013408143679214,192.0856210431848,0.9433607459068298,3.1623040002396863,,,1.1954004,68.0,101.325,83 +6/8/24 19:25:21,Jason,,5 Iron,77.29789025355876,-1.445356369018555,9.19151782989502,11.06219482421875,1.8706769943237305,108.07249847564162,1.3981299893326131,13.45602035522461,10.236845016479492,2618.74658203125,-244.3017120361328,2630.1171875,Measured,5.329672813415527,14.709994126628544,148.5206781641391,12.286231994628906,31.60456777780132,167.26627687379187,12.41554069519043,35.96226896846974,,,1.1954004,68.0,101.325,83 +6/8/24 19:26:02,Brian,,5 Iron,78.78973864543605,,,,0.0,101.53996582687978,1.288746067350505,12.36367893218994,8.429241180419922,2622.609375,92.2157211303711,2624.230224609375,Measured,-2.013794183731079,11.07517470960238,129.4960358593653,8.121561050415039,18.294403555590407,150.0499278438474,8.005133628845215,20.896259385522622,,,1.1954004,68.0,101.325,83 +6/8/24 19:28:28,Brian,,5 Iron,77.82334979250572,0.1293935030698776,4.804200649261475,9.155896186828612,4.351695537567139,113.172864177448,1.4542276126534246,13.863605499267578,8.12199592590332,1863.34619140625,-289.8305358886719,1885.7520751953125,Measured,8.841114044189453,14.904615019431276,159.67936820879004,10.641611099243164,29.487208523682057,183.26706247573748,10.898418426513672,34.65002816525657,,,1.1954004,68.0,101.325,83 +6/8/24 19:28:58,Brian,,5 Iron,76.19095048851705,2.9102139472961426,3.3577661514282227,9.543482780456545,6.18571662902832,107.3910514026411,1.4094987753017507,12.927050590515137,8.259381294250488,1880.161376953125,463.5755310058594,1936.4681396484373,Measured,-13.850675582885742,11.790509690642466,140.8942708632294,5.200929641723633,12.771876411565245,167.35783961786728,4.649073123931885,13.564811110235496,,,1.1954004,68.0,101.325,83 +6/8/24 19:29:44,Jason,,5 Iron,77.19539756912127,1.52778160572052,3.5728938579559326,8.770674705505371,5.197780609130859,110.3912514627009,1.4300237441468688,14.00489330291748,7.651496887207031,5097.017578125,-28.811599731445312,5097.09912109375,Measured,0.3238689005374908,20.80036005166835,149.43193355478434,8.380213737487793,21.77841227467934,160.16590062473006,8.334843635559082,23.2173194628474,,,1.1954004,68.0,101.325,83 +6/8/24 19:30:25,Jason,,5 Iron,77.77306343921373,-2.1016201972961426,7.104269981384277,11.732277870178224,4.628007888793945,103.08357682168752,1.325440612253317,14.079257011413574,10.526095390319824,1989.36865234375,-251.6601409912109,2005.2232666015625,Measured,7.20976448059082,12.366548151513143,136.3616146616414,12.578539848327637,29.69648287641576,159.02047355782997,12.781001091003418,35.179321567472016,,,1.1954004,68.0,101.325,83 +6/8/24 19:31:26,Jason,4 Hybrid,4 Hybrid,75.41043255827572,-0.7274341583251953,4.324182033538818,2.9945943355560303,-1.329587697982788,103.7096346669232,1.375269059579766,2.5332393646240234,3.00089955329895,3252.288818359375,-394.0493469238281,3276.073486328125,Measured,6.908320426940918,1.4264001211579398,76.98773073819757,4.19423246383667,5.630703574219467,130.48385218855947,4.690141677856445,10.669310372795508,,,1.1954004,68.0,101.325,83 +6/8/24 19:32:03,Brian,4 Hybrid,4 Hybrid,75.82123101981142,-1.0424318313598633,4.413881778717041,3.9766690731048575,-0.4372127056121826,103.97191217494674,1.37127702592668,16.01155662536621,3.818822145462036,2375.7314453125,-372.1400146484375,2404.701171875,Measured,8.902599334716797,16.291429939757904,144.67065417564845,6.578586101531982,16.574342882661426,164.45625013316203,6.863614082336426,19.65357923451984,,,1.1954004,68.0,101.325,83 +6/8/24 19:32:42,Jason,4 Hybrid,4 Hybrid,73.18870245208018,-1.025844931602478,3.755729913711548,14.006342887878418,10.25061321258545,104.16570193962708,1.4232483764530308,19.29996109008789,11.97507095336914,2549.239501953125,-1297.2440185546875,2860.32568359375,Measured,26.97040367126465,20.131824362729503,144.9798015051074,21.55250740051269,53.25887098309522,156.21551973030364,22.15692710876465,58.91585326928271,,,1.1954004,68.0,101.325,83 +6/8/24 19:33:21,Lauren,4 Hybrid,4 Hybrid,74.5677926779299,-5.718717575073242,6.92975664138794,14.550501823425291,7.6207451820373535,102.07862628022394,1.3689372128945494,19.82588768005371,12.819211959838867,3992.771240234375,-1171.503662109375,4161.0869140625,Measured,16.352014541625977,22.656998271810156,139.29091326545313,20.567537307739254,48.93448372958801,150.41966644790773,20.925825119018555,53.723726707846254,,,1.1954004,68.0,101.325,83 +6/8/24 19:34:29,Jason,5 Wood,5 Wood,78.09451893129972,-0.1246114075183868,5.114487648010254,13.178760528564451,8.0642728805542,106.65441136627852,1.3657093074624498,16.666234970092773,11.465292930603027,2474.982666015625,255.55499267578125,2488.141357421875,Measured,-5.895199775695801,18.771920704082504,153.0122754752956,10.12869358062744,26.908673075533216,171.27172557493395,9.86254596710205,29.336314389674044,,,1.1954004,68.0,101.325,83 +6/8/24 19:34:56,Brian,5 Wood,5 Wood,78.49865293637504,-3.127405881881714,6.164474010467529,8.006576538085938,1.842102527618408,100.08117518702238,1.2749413071857485,15.515107154846191,7.348125457763672,2363.57080078125,-283.1954040527344,2380.47607421875,Measured,6.832423686981201,14.124660887472828,134.65382847767523,9.497197151184082,22.21782834144915,154.61738523055828,9.6958646774292,26.040445666589903,,,1.1954004,68.0,101.325,83 +6/8/24 19:36:29,Jason,,Driver,88.05659282110446,-1.9965920448303225,3.439642906188965,6.220081806182861,2.7804388999938965,123.2861640562296,1.4000787460252686,13.028359413146973,5.539708614349365,1773.6309814453125,232.54689025878903,1788.81103515625,Measured,-7.469639778137207,16.63089480848612,181.443483712741,3.733185052871704,11.813712218975866,205.79763841309975,3.477220296859741,12.482068520362532,,,1.1954004,68.0,101.325,83 +6/8/24 19:39:15,Jason,,Driver,80.82682661476883,-0.2216047495603561,3.19545841217041,10.567164421081545,7.371706008911133,111.18636122462884,1.3756121065417737,19.254959106445312,9.079947471618652,4304.576171875,-437.08734130859375,4326.71044921875,Measured,5.797950744628906,28.24323719948393,157.1128746715567,12.66359519958496,34.44330695628878,167.3341771481937,12.723198890686035,36.85389185166014,,,1.1954004,68.0,101.325,83 +6/8/24 19:39:59,Brian,,Driver,83.64899779501684,-1.4678122997283936,4.986281394958496,1.9659126996994016,-3.0203685760498047,121.96239479226551,1.458025774452627,8.931743621826172,2.2387638092041016,3119.093017578125,-46.47085189819336,3119.439208984375,Measured,0.8535773158073425,13.795154113792364,167.75077344960482,2.622340679168701,7.675080254275429,188.53197866532355,2.644638776779175,8.699216826556153,,,1.1954004,68.0,101.325,83 +6/8/24 19:40:41,Jason,,Driver,82.95316368796739,-2.502622604370117,2.158742666244507,2.1125376224517822,-0.0462050437927246,119.6512363842712,1.4423950945903103,16.44225311279297,2.005403518676758,2515.8193359375,-1134.41357421875,2759.753662109375,Measured,24.27119445800781,23.260042902890973,176.62156299736125,10.8931245803833,33.37753422026185,194.38715499404495,11.679834365844728,39.35226400890406,,,1.1954004,68.0,101.325,83 +6/8/24 19:41:14,Herald,,Driver,88.60963177526264,1.261223554611206,2.175256490707397,0.8978737592697144,-1.277382731437683,125.81519301780465,1.419881682128023,9.529729843139648,1.0097172260284424,3085.26123046875,47.08735275268555,3085.62060546875,Measured,-0.8743820786476135,16.238101775118025,179.361953993317,0.7217214107513428,2.2596670342307164,197.7501125757426,0.6867107152938843,2.3697859604478992,,,1.1954004,68.0,101.325,83 +6/8/24 19:42:28,Lauren,,Driver,88.39012284058026,-1.245131492614746,2.6322381496429443,-0.80820631980896,-3.4404444694519043,125.99018406599043,1.4253875887606282,7.908179759979248,-0.3345149457454681,2748.999267578125,-729.0291748046875,2844.025390625,Measured,14.852828025817873,11.782423692432872,168.61236769092102,4.497232437133789,13.221220327807146,195.49111433376677,5.180091857910156,17.6502520583374,,,1.1954004,68.0,101.325,83 +6/8/24 19:43:30,Herald,,Gap Wedge,64.07697822035743,-7.119330406188965,6.864029407501221,3.6138319969177246,-3.250197410583496,81.10346555713659,1.265719261576692,27.9687442779541,3.8273589611053462,4445.51171875,2508.61083984375,5104.478515625,Estimated,-29.43612289428711,20.627175971351107,98.19815613283664,-6.226205348968506,-10.650019953230869,105.41492570063838,-6.906374931335449,-12.675907200001689,,,1.1954004,68.0,101.325,83 +6/8/24 19:43:55,Jason,,Gap Wedge,64.9246953754714,-3.875723123550415,9.904948234558104,4.421084880828857,-5.483863353729248,77.83796722389707,1.1988961484339025,26.43396377563477,4.870955944061279,4474.76025390625,1359.0743408203125,4676.59716796875,Estimated,-16.894588470458984,18.1327670274693,94.39539033483652,-0.3262591660022735,-0.5385634756013999,102.60158654799852,-0.7659170627593994,-1.371906850010916,,,1.1954004,68.0,101.325,83 +6/8/24 19:44:25,Jason,,Gap Wedge,58.853665670047576,-7.572020530700684,9.757854461669922,4.295412063598633,-5.462442398071289,85.03719298250962,1.4448920388282227,22.515226364135746,4.749320030212402,7443.6806640625,2927.545166015625,7998.681640625,Estimated,-21.469350814819336,18.83206976750876,100.1235352457934,-3.762130498886109,-6.569551794947529,105.5782935272282,-4.199599266052246,-7.731641566658084,,,1.1954004,68.0,101.325,83 +6/8/24 19:44:50,Lauren,,Gap Wedge,64.86889228581367,-4.146259307861328,11.196895599365234,8.740450859069824,-2.45644474029541,84.22736339037147,1.2984245671910657,27.37667655944824,8.580638885498047,6225.228515625,1087.379150390625,6319.48291015625,Estimated,-9.908063888549805,23.49323837711768,102.41564092065528,5.480082988739014,9.780731863237747,107.81705017843252,5.246429443359375,9.858812381225787,,,1.1954004,68.0,101.325,83 +6/8/24 19:45:10,Herald,,Gap Wedge,64.03662028587678,-2.724722623825073,8.8446683883667,11.452577590942385,2.607909202575684,71.51529668775811,1.116787493913553,29.711509704589844,10.514113426208496,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,15.137213925751894,88.85664530455324,15.136923789978027,23.202834960959763,105.00009824392782,15.767194747924805,28.531590174202396,,,1.1954004,68.0,101.325,83 +6/8/24 19:45:36,Herald,,Gap Wedge,62.805244622840746,-5.455626487731934,11.3257417678833,5.732773780822754,-5.592967987060547,76.31878688062079,1.2151658247481054,28.05463981628418,6.126186847686768,3560.227294921875,1856.5377197265625,4015.21484375,Estimated,-27.540515899658203,18.018180099661777,92.05120386459294,-1.7560231685638428,-2.8207250700680504,101.13368741113572,-2.4968512058258057,-4.405927761055466,,,1.1954004,68.0,101.325,83 +6/8/24 19:45:56,Herald,,Gap Wedge,62.17321351317196,-3.2468056678771973,14.094348907470703,15.49631690979004,1.401968002319336,67.86098150609678,1.0914826123909425,30.2808837890625,14.492610931396484,2441.382568359375,498.7486572265625,2491.806396484375,Estimated,-11.546051025390623,15.50567595792927,80.39672834375233,12.661539077758787,17.62225091298319,91.73649134921288,12.244274139404297,19.45545819854783,,,1.1954004,68.0,101.325,83 +6/8/24 19:46:17,Lauren,,Gap Wedge,62.66355025725216,-3.833822011947632,7.451906681060791,8.920304298400879,1.468397617340088,75.29540455176357,1.2015821676661147,28.377092361450195,8.259775161743164,5134.81103515625,623.1156616210938,5172.48095703125,Estimated,-6.9190826416015625,18.91921874343984,89.69335056595537,6.647502422332764,10.382957777874026,96.48126707354822,6.436265468597412,10.81534018387697,,,1.1954004,68.0,101.325,83 +6/8/24 19:46:35,Jason,,Gap Wedge,59.89897841260927,-7.216918468475342,19.999998092651367,10.732053756713867,-9.2679443359375,70.08658143432149,1.1700797457935883,29.20101356506348,11.318092346191406,2055.192626953125,999.6022338867188,2285.39306640625,Estimated,-25.93730926513672,15.305766261189888,83.74629443608956,6.2349534034729,9.09532122898338,96.24221438715269,5.468914031982422,9.172424501992396,,,1.1954004,68.0,101.325,83 +6/8/24 19:46:56,Herald,,Gap Wedge,57.9049491466044,-7.368537425994873,19.999998092651367,11.489483833312988,-8.510514259338379,69.73025061118096,1.2042191840051035,28.627338409423828,11.940262794494627,3190.73388671875,1673.762451171875,3603.0908203125,Estimated,-27.680147171020508,15.177628272536596,80.51599186332714,5.38947057723999,7.562516651184353,90.18474730482194,4.581890106201172,7.204350108665949,,,1.1954004,68.0,101.325,83 +6/8/24 19:47:46,Brian,56,Sand Wedge,62.17939157524279,-3.5903642177581787,5.990774631500244,5.448307514190674,-0.5424671173095703,71.34233228286212,1.1473629843503907,31.09897232055664,5.224971294403076,6347.4482421875,2089.93310546875,6682.658203125,Estimated,-18.22442054748535,18.88317853266585,79.69266974767834,-0.5712977051734924,-0.7947373740901398,84.0319378244094,-0.8838168382644653,-1.2963637011566504,,,1.1954004,68.0,101.325,83 +6/8/24 19:48:10,Jason,56,Sand Wedge,63.1611615840884,-3.325790405273437,5.856069564819336,6.950545787811279,1.0944762229919434,73.66611134528011,1.1663197683153144,31.52379035949707,6.442088603973389,5689.76708984375,991.3569946289062,5775.48583984375,Estimated,-9.883716583251951,20.67329317357371,85.04530227847681,3.664098024368286,5.43497871790521,90.20309489678677,3.448214292526245,5.425408600586593,,,1.1954004,68.0,101.325,83 +6/8/24 19:48:33,Brian,56,Sand Wedge,62.33171408490489,-4.307737350463867,12.252887725830078,13.65871238708496,1.4058246612548828,68.66001655608079,1.1015262064276916,35.400962829589844,12.7527437210083,3347.4453125,1773.2049560546875,3788.092529296875,Estimated,-27.91101455688477,19.81198470079994,78.21713621033905,5.884697914123535,8.019354169533301,85.4052538314345,5.188935279846191,7.724115633073609,,,1.1954004,68.0,101.325,83 +6/8/24 19:48:56,Jason,56,Sand Wedge,60.14078042347956,-5.971702575683594,-7.71010684967041,-8.38134765625,-0.6712408065795898,70.67966259326886,1.175236870815112,30.980995178222656,-7.849371433258057,6289.328125,11.454726219177246,6289.33837890625,Estimated,-0.1043524518609047,18.632628355716637,79.64032195687014,-8.69000244140625,-12.032723561169746,84.47801208962755,-8.631832122802734,-12.678844149693193,,,1.1954004,68.0,101.325,83 +6/8/24 19:49:03,Herald,56,Sand Wedge,,,,,0.0,110.52271447963903,-49.40807342529297,,1.7717710733413696,1595.401123046875,70.57503509521484,1596.9613037109375,Measured,-2.5329160690307617,,,,,,,,,,1.1954004,68.0,101.325,83 +6/8/24 19:49:20,Brian,56,Sand Wedge,59.829803743856246,-7.761638641357422,0.2661548554897308,-7.208763122558594,-7.474917888641357,68.47476429292237,1.144492543984884,29.34703254699707,-5.888138294219971,5950.19775390625,503.5811767578125,5971.46923828125,Estimated,-4.837567329406738,16.13797536132779,76.48798204864579,-7.922881126403809,-10.54313834656,82.62773378398106,-7.975357532501221,-11.464340359793256,,,1.1954004,68.0,101.325,83 +6/8/24 19:50:04,Brian,56,Sand Wedge,59.067184273827024,-4.740612506866455,6.281359672546387,,31.08847045898437,66.8950619810862,1.13252498495561,13.586149215698242,31.48239517211914,3790.62060546875,-2035.8150634765625,4302.7138671875,Estimated,28.238754272460938,3.9994892797865305,54.38396050774236,37.28501892089844,32.94473671980677,75.60938353610436,38.77491760253906,47.35133434815498,,,1.1954004,68.0,101.325,83 +6/8/24 19:50:23,Herald,56,Sand Wedge,57.27479534861459,-7.083298206329346,-2.3413124084472656,-4.667009353637695,-2.3256969451904297,64.82692156993608,1.1318577600383195,28.59146499633789,-4.126549243927002,5690.6630859375,139.84051513671875,5692.380859375,Estimated,-1.4076846837997437,13.792856492993224,70.59107099731955,-4.829496383666992,-5.943146628474267,77.28246865823257,-4.828928470611572,-6.505772740966847,,,1.1954004,68.0,101.325,83 +6/8/24 19:50:48,Jason,56,Sand Wedge,56.72914190926622,-6.424034595489502,7.257169723510742,-4.0071306228637695,-11.264300346374512,61.72303417255216,1.08803045657333,32.8652229309082,-2.3834800720214844,4471.5498046875,116.58792877197266,4473.0693359375,Estimated,-1.4935500621795654,14.770072269394632,66.46451483943838,-2.946764707565308,-3.4168173905510173,73.15245824702106,-2.9584999084472656,-3.775534611136578,,,1.1954004,68.0,101.325,83 +6/8/24 19:51:23,Brian,56,Sand Wedge,55.19451214419541,-4.29251766204834,4.782971382141113,7.123994827270508,2.3410234451293945,59.51470124515663,1.0782720769353795,33.64337921142578,6.450289726257324,3496.93701171875,-325.5411376953125,3512.05712890625,Estimated,5.318520545959473,13.903563643509417,63.6274548118754,8.06981086730957,8.931995120428951,71.62904909226745,8.137354850769043,10.13886555280328,,,1.1954004,68.0,101.325,83 +6/8/24 19:51:37,Herald,56,Sand Wedge,50.77550818304053,-9.44358730316162,3.0982139110565186,-2.734247922897339,-5.832461833953857,55.42405616312544,1.0915509887823749,33.16047286987305,-1.8583030700683596,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,10.836305582562543,57.881037401417416,1.480019450187683,1.494975054413359,70.52124334968266,2.0883476734161377,2.5697657956342823,,,1.1954004,68.0,101.325,83 +6/8/24 19:52:00,Jason,56,Sand Wedge,42.91190608785382,-3.523069143295288,0.5943569540977478,-3.207233667373657,-3.80159068107605,60.29647782754637,1.4051223384041949,29.61201286315918,-2.560124397277832,5709.1787109375,3296.195556640625,6592.3916015625,Estimated,-30.0,11.787801147194727,60.65114415398193,-10.452857971191406,-11.003723187437911,66.81719493882747,-11.129584312438965,-12.89763855810304,,,1.1954004,68.0,101.325,83 +6/8/24 19:52:35,Herald,56,Sand Wedge,54.87825339216624,-7.61212158203125,3.2573375701904297,6.414357662200928,3.157020092010498,62.0329100648728,1.1303732577197485,31.15261459350586,5.676479816436768,3143.275390625,1727.4749755859375,3586.690673828125,Estimated,-28.79222679138184,13.243338187220388,66.74163523312791,-0.5162413120269775,-0.6015077125832562,75.55349805589503,-1.2754888534545898,-1.68192204497484,,,1.1954004,68.0,101.325,83 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_8.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_8.csv new file mode 100644 index 0000000000..afd275b141 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_8.csv @@ -0,0 +1,133 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +6/8/24 18:06:22,Herald,56,Sand Wedge,67.72000393224016,-2.04536247253418,5.245246887207031,5.1636643409729,-0.0815825462341308,72.17623413066576,1.065803749847452,31.158126831054688,4.897872924804688,4479.56884765625,2157.812744140625,4972.19189453125,Estimated,-25.72016143798828,18.76538557383856,83.20084781057085,-2.812020301818848,-4.081811739760639,89.73788039693136,-3.380724668502808,-5.291944261764797,,,1.1954004,68.0,101.325,83 +6/8/24 18:06:52,Jason,56,Sand Wedge,69.2525857209339,-1.5903308391571045,4.596847534179688,6.372054576873779,1.7752070426940918,75.2258586872922,1.0862534287229175,31.442556381225582,5.809340476989746,5152.232421875,1853.576416015625,5475.51318359375,Estimated,-19.786794662475582,21.164011994365183,90.09413573195344,-0.6898379325866699,-1.085053377927025,93.57978605573498,-0.9304113388061525,-1.519972501219442,,,1.1954004,68.0,101.325,83 +6/8/24 18:07:33,Jason,56,Sand Wedge,65.96249033808226,-9.418721199035645,14.634096145629885,12.717862129211426,-1.916234016418457,67.64140430553516,1.025452555821465,30.886775970458984,12.277861595153809,5643.49365234375,1398.306884765625,5814.14501953125,Estimated,-13.91610336303711,16.74965875458713,74.96706763240854,8.964776039123535,11.681908257962618,80.44002332088075,8.61566162109375,12.050370290139996,,,1.1954004,68.0,101.325,83 +6/8/24 18:07:57,Jason,56,Sand Wedge,69.98749351061088,-6.907171726226807,5.774718284606934,7.114369869232178,1.339651584625244,77.33228772345865,1.1049443814091473,31.832740783691406,6.566478252410889,5059.67626953125,1842.47509765625,5384.7041015625,Estimated,-20.009035110473636,22.760546607453307,91.16659795495524,0.0484566427767276,0.0789556026686835,97.09075922699868,-0.3758651614189148,-0.6370264479148631,,,1.1954004,68.0,101.325,83 +6/8/24 18:08:33,Herald,56,Sand Wedge,67.45742776099496,-0.5408035516738892,1.9031943082809448,29.54135131835937,27.63815689086914,82.65151383409466,1.2252396300513133,5.808935165405273,24.504077911376957,2546.77978515625,-386.2774658203125,2575.9072265625,Estimated,8.624484062194824,1.648996607018205,53.5050699689532,25.73057556152344,23.228691799294893,97.71855725437854,26.19072723388672,43.12911456331949,,,1.1954004,68.0,101.325,83 +6/8/24 18:09:07,Lauren,56,Sand Wedge,62.54811265546459,-7.245320796966553,9.47971248626709,5.22093391418457,-4.25877857208252,71.98555046349065,1.1508828549313797,31.905441284179688,5.474761962890625,4842.32958984375,2346.89111328125,5381.0830078125,Estimated,-25.85768699645996,19.33108004783412,82.01192551997246,-2.4492852687835693,-3.504851049570106,87.68962498253495,-2.9717040061950684,-4.546158765217626,,,1.1954004,68.0,101.325,83 +6/8/24 18:09:44,Brian,56,Sand Wedge,65.2934079224583,-7.977290153503418,15.23390293121338,11.994535446166992,-3.2393674850463867,66.65315757139706,1.0208252209863755,31.522157669067383,11.758756637573242,5125.06982421875,2037.673828125,5515.29296875,Estimated,-21.682249069213867,16.42247463252704,73.33582569977716,6.154821872711182,7.862744664676768,78.88769522399434,5.665726661682129,7.788177848219504,,,1.1954004,68.0,101.325,83 +6/8/24 18:12:12,Lauren,,Pitching Wedge,60.56212169673972,-6.4316935539245605,9.569703102111816,,31.429908752441406,62.45742570151742,1.031295204852107,18.45711708068848,34.87543869018555,3929.760498046875,-75.81949615478516,3930.491943359375,Estimated,1.1053086519241333,6.196764123975584,59.10131913921896,36.158790588378906,34.871258906933235,73.20796826491187,35.984275817871094,43.0143065299244,,,1.1954004,68.0,101.325,83 +6/8/24 18:12:59,Lauren,,Pitching Wedge,64.24224138075215,-2.7033233642578125,5.575319766998291,-0.463544636964798,-6.038864612579346,87.66269016467959,1.3645646272694425,21.891796112060547,0.3168569505214691,5427.34765625,351.7821350097656,5438.736328125,Estimated,-3.708529472351074,19.49221595953054,110.57834191011898,-1.1028714179992676,-2.1287308083535947,118.99611531156825,-1.1953401565551758,-2.482408229526243,,,1.1954004,68.0,101.325,83 +6/8/24 18:14:08,Herald,,Pitching Wedge,62.39352883855281,-7.256498336791992,13.327144622802734,5.171911716461182,-8.155233383178711,80.90290893717702,1.296655445575428,25.510990142822266,5.9159111976623535,3779.209716796875,258.3865051269531,3788.032470703125,Estimated,-3.911255121231079,18.78164934993561,102.65212377607077,5.095968246459961,9.118040871057133,112.88202851160533,4.942525863647461,9.725548288973869,,,1.1954004,68.0,101.325,83 +6/8/24 18:15:00,Brian,,Pitching Wedge,62.966663560911,-1.7020286321640017,7.00015115737915,-1.9265958070755005,-8.92674732208252,87.4607682271353,1.389001152054529,19.54624366760254,-0.7066415548324585,7317.77392578125,117.86686706542967,7318.72314453125,Estimated,-0.9227793216705322,17.707745768811037,106.1914652114001,-1.1540271043777466,-2.138826572918134,113.15921148234791,-1.1696903705596924,-2.310187575088804,,,1.1954004,68.0,101.325,83 +6/8/24 18:15:33,Jason,,Pitching Wedge,65.61511514497397,-4.079353332519531,9.589853286743164,3.1738874912261963,-6.415966033935547,90.4198466281905,1.3780338025531385,20.24140930175781,3.8070528507232666,7042.49462890625,768.3662719726562,7084.28662109375,Measured,-6.22658634185791,19.8511078743893,111.71374830491824,1.453065037727356,2.8329651416516697,118.35571009389332,1.2955821752548218,2.676130098666306,,,1.1954004,68.0,101.325,83 +6/8/24 18:16:24,Brian,,Pitching Wedge,66.2326824214797,-2.81139612197876,6.586435794830322,5.382175445556641,-1.2042603492736816,93.12719459956406,1.4060610441071657,18.217647552490234,5.245182037353516,7149.06103515625,2069.312255859375,7442.521484375,Estimated,-16.14320945739746,18.621591849454035,114.07665782944514,-1.431491494178772,-2.850086223375996,121.24136328907936,-1.8400496244430544,-3.893062660439142,,,1.1954004,68.0,101.325,83 +6/8/24 18:17:16,Jason,,Pitching Wedge,66.53397814610389,-8.142952919006348,10.842388153076172,8.195802688598633,-2.646585464477539,84.74311210799715,1.273681725777877,24.184005737304688,8.088894844055176,4231.203125,-1603.2852783203125,4524.77685546875,Estimated,20.752674102783203,18.929963223454703,106.32761619170104,15.943133354187012,29.20642320058346,115.77729354214534,16.43592071533203,32.75833219407423,,,1.1954004,68.0,101.325,83 +6/8/24 18:17:43,Jason,,Pitching Wedge,65.7064036919819,-5.953885078430176,8.366297721862793,6.662141799926758,-1.7041559219360352,78.84871183186078,1.200015636245857,22.90345001220703,6.519284248352051,4427.36669921875,57.1221923828125,4427.7353515625,Estimated,-0.7391930818557739,15.613355422026984,96.27754956312856,6.709346294403076,11.248407808611203,105.89314788392858,6.6403889656066895,12.245235233449762,,,1.1954004,68.0,101.325,83 +6/8/24 18:18:14,Lauren,,Pitching Wedge,67.72706945074106,-1.645324945449829,9.841075897216797,1.0542564392089844,-8.786819458007812,89.75158340311737,1.3251951417799803,21.375120162963867,2.097374439239502,7431.49267578125,2774.091552734375,7932.380859375,Measured,-20.470029830932617,20.107531950721523,107.84869748007986,-6.695154190063477,-12.573698013294576,113.419356807437,-7.095391750335693,-14.009733957676872,,,1.1954004,68.0,101.325,83 +6/8/24 18:19:15,Jason,,Pitching Wedge,69.72992208163714,-4.648838520050049,12.08080768585205,7.286649227142334,-4.794158458709717,91.11583433346824,1.3066963451757951,19.97365379333496,7.497054100036621,6489.30419921875,109.65475463867188,6490.23046875,Measured,-0.9680787324905396,19.727117701404723,114.17271777773568,7.761418342590332,15.418845082018038,121.45692872154996,7.684237003326416,16.240431727394594,,,1.1954004,68.0,101.325,83 +6/8/24 18:19:50,Brian,,Pitching Wedge,68.22359279012699,-3.844547271728516,7.1866655349731445,10.468706130981444,3.282040596008301,84.70943996306414,1.241644371085114,24.07607650756836,9.498478889465332,4364.8134765625,-610.0598754882812,4407.24072265625,Estimated,7.956555366516113,19.47668224905283,107.96336367215464,13.095843315124512,24.46238588547453,117.37716351216297,13.219108581542969,26.841292190671997,,,1.1954004,68.0,101.325,83 +6/8/24 18:20:32,Brian,,Pitching Wedge,64.53746997535927,,13.241439819335938,7.372490406036377,-5.8689494132995605,85.89043967384168,1.3308615864029854,23.4722900390625,7.71279239654541,5295.7197265625,62.64536285400391,5296.09033203125,Estimated,-0.67774498462677,20.16946654606249,108.2544137178611,8.140997886657715,15.329859469578878,116.1277166958198,8.062606811523438,16.28756476377896,,,1.1954004,68.0,101.325,83 +6/8/24 18:21:02,Jason,,Pitching Wedge,70.68364334735179,-3.1428465843200684,9.676441192626951,12.87669849395752,3.2002573013305664,91.64656741158616,1.2965739041098785,20.68312644958496,11.787996292114258,9974.7900390625,-334.736328125,9980.4052734375,Measured,1.922023892402649,21.73263716034694,107.45900096788864,14.154363632202148,26.27751257450086,110.658649128246,14.116494178771973,26.989024097597397,,,1.1954004,68.0,101.325,83 +6/8/24 18:22:29,Jason,,Pitching Wedge,69.61916922581213,-3.4783942699432373,10.071575164794922,9.303385734558104,-0.7681894302368164,94.44947908065478,1.3566590944845192,20.5833683013916,8.902238845825195,5618.40283203125,-2231.041748046875,6045.1630859375,Measured,21.657798767089844,20.441668383379465,118.91790233881784,18.876256942749023,38.47298132058222,126.90658905906002,19.349105834960938,42.047107253820286,,,1.1954004,68.0,101.325,83 +6/8/24 18:25:59,Brian,,8 Iron,66.73121107106817,-4.176681995391846,10.811020851135254,6.248636245727539,-4.562384605407715,80.60696781745537,1.2079350355504508,21.25625228881836,6.485522270202637,1703.7374267578125,983.6531372070312,1967.306396484375,Estimated,-30.0,12.220431775508246,97.51826062286092,0.7750597596168518,1.319216840943653,114.80727412684882,-0.1384764164686203,-0.277959089161957,,,1.1954004,68.0,101.325,83 +6/8/24 18:26:28,Brian,,8 Iron,67.88653001140074,-1.585929274559021,4.951509952545166,4.140676975250244,-0.8108329772949219,82.76856421727916,1.2192192501720027,21.064342498779297,4.020813465118408,1429.15966796875,825.1256103515625,1650.2513427734375,Estimated,-30.0,12.398440546618415,101.8460645834666,-1.2653225660324097,-2.249345992275068,121.96242615637856,-2.175288677215576,-4.62925274810874,,,1.1954004,68.0,101.325,83 +6/8/24 18:27:35,Brian,,8 Iron,67.23836255452761,-8.331684112548828,2.582221031188965,7.591989517211914,5.009768486022949,87.98604003491437,1.3085690473732343,22.67443084716797,6.559338092803955,4430.62744140625,303.6884155273437,4441.0234375,Estimated,-3.921090602874756,19.977569840970773,113.70000237511704,5.641946792602539,11.178011752742124,123.6978463669875,5.482692718505859,11.818767401914329,,,1.1954004,68.0,101.325,83 +6/8/24 18:28:21,Brian,,8 Iron,72.45410185885976,-4.515258312225342,6.76227617263794,10.291889190673828,3.5296130180358887,94.25057790826668,1.3008314987033631,20.13117408752441,9.300134658813477,9050.1787109375,622.5579833984375,9071.56640625,Measured,-3.9351534843444815,22.53561756193926,113.5734215121347,8.448129653930664,16.685564207963807,117.73019821485286,8.33802318572998,17.072373832105995,,,1.1954004,68.0,101.325,83 +6/8/24 18:28:56,Brian,,8 Iron,71.21928730215723,-2.193028926849365,7.842610836029053,7.210801124572754,-0.6318097114562988,100.90196145277788,1.416778590112647,21.049604415893555,6.904438018798828,3632.465576171875,865.7344970703125,3734.20703125,Measured,-13.40536117553711,24.125723425773685,140.26825002415717,2.199714422225952,5.384099401942763,151.79205631454715,1.7862982749938965,4.731679390075328,,,1.1954004,68.0,101.325,83 +6/8/24 18:29:39,Lauren,,8 Iron,70.34806108488146,-1.670306921005249,10.562552452087402,12.161023139953612,1.598470687866211,96.14301901273392,1.366676174581819,23.99740982055664,11.31100082397461,5332.927734375,-72.00916290283203,5333.41357421875,Estimated,0.7736033797264099,26.71840128791996,126.09939513589325,12.972173690795898,28.3065547476981,133.52037448693227,12.884037017822266,29.77215939261441,,,1.1954004,68.0,101.325,83 +6/8/24 18:30:27,Herald,,8 Iron,75.42892407831368,-3.268497467041016,7.932781219482422,7.05239725112915,-0.8803839683532715,101.4310049503847,1.3447229453395688,19.9961051940918,6.785604476928711,3784.448974609375,286.7434387207031,3795.296630859375,Measured,-4.332957744598389,23.353159643784693,141.10321147167997,5.609792709350586,13.793242384820587,153.0416616594248,5.433432102203369,14.49136033265495,,,1.1954004,68.0,101.325,83 +6/8/24 18:31:16,Herald,,8 Iron,72.63904265894416,-2.1121294498443604,10.258316040039062,11.350049018859863,1.0917329788208008,104.8318659889137,1.443188981456181,20.87220001220703,10.60678005218506,4878.3330078125,579.9491577148438,4912.68505859375,Measured,-6.7796549797058105,27.69307643596608,142.9477160012284,8.590045928955078,21.351219592278994,151.73043043266807,8.345744132995605,22.023140699789792,,,1.1954004,68.0,101.325,83 +6/8/24 18:34:54,Brian,,8 Iron,67.47876511487357,-6.458452701568604,5.127997398376465,5.774349689483643,0.6463522911071777,91.1982227164708,1.3515099537049624,18.20261001586914,5.384832859039307,1906.5736083984373,426.39111328125,1953.6715087890625,Measured,-12.606337547302246,13.400596407527246,118.98767992481226,2.7029123306274414,5.611195699395353,139.1792507719265,2.2665858268737797,5.504523204376881,,,1.1954004,68.0,101.325,83 +6/8/24 18:35:21,Lauren,,8 Iron,66.19648017239751,,14.165653228759766,3.433624744415283,-10.73202896118164,94.7719670941642,1.4316768330785363,16.648176193237305,4.592963218688965,2302.486083984375,387.3904418945313,2334.84765625,Measured,-9.550497055053713,13.56584258866053,124.40050323707236,2.2867884635925293,4.963715102918172,144.06582609855468,1.9297568798065183,4.851342881314452,,,1.1954004,68.0,101.325,83 +6/8/24 18:35:33,Brian,,8 Iron,,,,,0.0,93.68691507665244,-41.881797790527344,22.81072425842285,3.805397510528565,3823.308837890625,-1548.21044921875,4124.88134765625,Measured,22.04499053955078,21.822524925301423,123.74072416376202,12.296867370605469,26.35392332812239,134.32736816352917,12.87053680419922,29.92124504978824,,,1.1954004,68.0,101.325,83 +6/8/24 18:35:53,Brian,,8 Iron,67.75708937113495,-5.785993576049805,10.907645225524902,5.897840023040772,-5.009805202484131,89.75862332191355,1.3247119106646783,16.960067749023438,6.209460258483887,1304.7674560546875,753.3077392578125,1506.6156005859375,Measured,-30.0,10.188934495928264,106.65753910278454,1.4291657209396362,2.660268901610777,132.02605114645303,0.4597012996673584,1.0589879494149417,,,1.1954004,68.0,101.325,83 +6/8/24 18:36:36,Lauren,,8 Iron,68.51627421411513,-1.7995811700820925,2.766035318374634,,30.16368293762207,72.40482242728649,1.0567536436820768,11.545551300048828,27.39532470703125,3754.832763671875,-229.9811553955078,3761.869140625,Estimated,3.5049524307250977,4.207480542194247,63.84385043325028,28.59059715270996,30.55233880196397,87.74277375962265,28.6517391204834,42.07129537073979,,,1.1954004,68.0,101.325,83 +6/8/24 18:37:09,Herald,,9 Iron,71.0561147843141,-4.785312652587891,9.721059799194336,12.688873291015623,2.967813491821289,97.73172815401176,1.375416154551507,21.958908081054688,11.63929557800293,2721.455810546875,326.2846984863281,2740.94580078125,Measured,-6.836755275726318,22.594202199038364,139.23839860250337,10.118182182312012,24.46132624737561,153.0580651909404,9.837191581726074,26.14983244128598,,,1.1954004,68.0,101.325,83 +6/8/24 18:37:57,Jason,,9 Iron,69.59718334608078,,14.078755378723145,9.923993110656738,-4.154762268066406,100.8084883976344,1.4484564396284754,20.51678466796875,9.91342544555664,2913.46484375,-97.11286163330078,2915.082763671875,Measured,1.909100890159607,22.4606127061104,143.90557878101208,11.253946304321287,28.08432277317206,158.1133899707238,11.230859756469728,30.794603777084603,,,1.1954004,68.0,101.325,83 +6/8/24 18:38:49,Jason,,9 Iron,63.02927190540504,,12.388431549072266,7.048460483551025,-5.33997106552124,97.92777069270689,1.5536871636353002,15.028841972351074,7.339892387390137,3727.3857421875,1409.71435546875,3985.0595703125,Measured,-20.716846466064453,14.33104730920661,124.79487216922736,0.6042553782463074,1.3167137588202138,138.69626438899468,-0.1282042562961578,-0.3108495882639523,,,1.1954004,68.0,101.325,83 +6/8/24 18:39:50,Jason,,9 Iron,71.10090146771017,-2.7065205574035645,8.973374366760254,6.452258110046387,-2.521116256713867,94.2416350780868,1.3254632941733626,18.71982765197754,6.422842502593994,3202.505859375,608.5947265625,3259.82080078125,Measured,-10.760014533996582,17.21641995060463,126.11165189469102,3.2553393840789795,7.161405563034805,140.03299367898217,2.880791425704956,7.037778336958127,,,1.1954004,68.0,101.325,83 +6/8/24 18:40:35,Herald,,9 Iron,70.40517829271448,-2.991112470626831,6.298332691192627,10.639707565307615,4.34137487411499,95.10537764835136,1.3508292991311528,16.138872146606445,9.527789115905762,7367.08251953125,-954.9219970703124,7428.71337890625,Measured,7.3855061531066895,17.469393945410047,117.3037397698754,13.641165733337402,27.664939706996847,125.12159113519284,13.761399269104004,29.7638074419292,,,1.1954004,68.0,101.325,83 +6/8/24 18:40:41,Jason,,9 Iron,,,,,0.0,98.37947748237455,-43.97956085205078,27.004568099975582,5.973396301269531,1297.933837890625,-749.3623657226562,1498.724853515625,Measured,30.0,25.773804843390508,155.634520995025,13.617281913757324,36.64187245219773,165.39150173776395,13.992587089538574,39.99102553598459,,,1.1954004,68.0,101.325,83 +6/8/24 18:42:01,Herald,,9 Iron,69.93536397857952,-3.748215436935425,6.331909656524658,11.279163360595703,4.947253704071045,95.9266673749662,1.3716475030336233,21.67339515686035,10.057252883911133,2832.7900390625,-52.27814483642578,2833.2724609375,Measured,1.0572534799575806,21.380914489870065,140.9141119608612,11.044107437133787,26.99418879037876,148.63091390085538,11.018263816833496,28.406669689028604,,,1.1954004,68.0,101.325,83 +6/8/24 18:43:02,Brian,,9 Iron,72.79462059772231,-1.978073239326477,7.925363540649414,3.298789501190185,-4.6265740394592285,97.27231585322534,1.3362569246809002,15.585758209228516,3.7013773918151855,2884.05419921875,1135.9071044921875,3099.68603515625,Measured,-21.49738502502441,13.674618194138134,124.94497366056294,-2.5423741340637207,-5.542385971822,141.49112245195647,-3.3048789501190186,-8.156815096145522,,,1.1954004,68.0,101.325,83 +6/8/24 18:43:35,Herald,,9 Iron,72.92247405629587,7.95429801940918,-0.8292991518974304,22.12885093688965,22.95815086364746,74.28718578133157,1.018714556008922,3.2630014419555664,18.07337188720703,1379.723388671875,-796.5835571289062,1593.167236328125,Estimated,30.0,0.2986840550763787,19.14261047934974,19.057226181030277,6.250299835841531,34.43741219788808,19.4964599609375,11.493441818330894,,,1.1954004,68.0,101.325,83 +6/8/24 18:48:44,Jason,,7 Iron,61.66867746621074,-8.580464363098145,8.592934608459473,9.072066307067873,0.4791316986083984,79.056444902375,1.2819546024104589,17.056476593017578,8.527209281921387,2037.9586181640625,-348.6672668457031,2067.569580078125,Estimated,9.708539962768556,8.659671257858463,88.55227886195007,10.541203498840332,16.200006951101045,108.29404585148222,10.833145141601562,20.353833145766203,,,1.1954004,68.0,101.325,83 +6/8/24 18:49:16,Lauren,,7 Iron,64.8169334184804,-3.814430713653565,2.935107707977295,11.21401309967041,8.278905868530273,88.87552737488568,1.3711776026347116,19.46244239807129,9.578706741333008,3846.08544921875,-1808.4771728515625,4250.0546875,Estimated,25.18349266052246,15.282590849579492,110.35145420284334,18.43971824645996,34.9049253614935,122.22849544249311,19.194509506225582,40.18583207404481,,,1.1954004,68.0,101.325,83 +6/8/24 18:49:46,Herald,,7 Iron,67.39069786404207,-2.2262353897094727,2.337472915649414,9.629033088684082,7.291560173034668,91.5095577919601,1.3578959810829805,15.674596786499023,8.201987266540527,6148.9033203125,-1017.7877807617188,6232.56787109375,Measured,9.39858055114746,14.611984903134385,111.82355851767352,12.46224880218506,24.13111131004439,122.10229004182928,12.701067924499512,26.84594792342159,,,1.1954004,68.0,101.325,83 +6/8/24 18:50:27,Brian,,7 Iron,65.84117333744553,-7.066373825073242,6.368444442749023,14.314371109008787,7.945926666259766,84.86557256211108,1.2889438061372749,25.236034393310547,12.555013656616213,1951.331787109375,-873.7560424804688,2138.023681640625,Estimated,24.121604919433597,18.10789264886762,112.72829755119074,19.11991500854492,36.92375287372533,128.0010033122844,19.75257873535156,43.25910796159678,,,1.1954004,68.0,101.325,83 +6/8/24 18:50:59,Herald,,7 Iron,67.50127578855154,-3.527820587158203,1.5118716955184937,9.93986701965332,8.427995681762695,91.10923814288708,1.3497409801303273,17.975051879882812,8.354007720947266,5206.68701171875,-1061.5203857421875,5313.794921875,Measured,11.52332878112793,16.37844541797574,114.59637277073487,13.35231876373291,26.46469305569167,124.62916813265564,13.62625789642334,29.361086559089017,,,1.1954004,68.0,101.325,83 +6/8/24 18:51:28,Herald,,7 Iron,67.9242341098261,-1.2082780599594116,5.932442665100098,19.724720001220703,13.792277336120604,90.76260960783291,1.336233095555846,22.182334899902344,16.94464111328125,1121.7449951171875,647.6397705078125,1295.279541015625,Measured,-30.000001907348636,15.9300422434319,122.47220386163826,12.008646965026855,25.481474053997545,143.5887052713988,11.172829627990724,27.82302603030621,,,1.1954004,68.0,101.325,83 +6/8/24 18:51:37,Brian,,7 Iron,,,,,0.0,122.26295239207047,-54.65642929077149,,4.407327651977539,1527.381103515625,588.54052734375,1636.8485107421875,Measured,-21.072999954223636,,,,,,,,,,1.1954004,68.0,101.325,83 +6/8/24 18:52:05,Jason,,7 Iron,81.1601091704324,0.4146110415458679,-1.331769943237305,13.149456024169922,14.481225967407228,88.6908425718484,1.0927886061069954,21.650413513183597,10.634621620178224,4199.86279296875,-797.6124267578125,4274.9306640625,Estimated,10.753207206726074,18.68600866790075,114.60221329568958,15.289786338806152,30.2207304822507,125.1685739866498,15.506481170654297,33.46349840398784,,,1.1954004,68.0,101.325,83 +6/8/24 18:52:34,Brian,,7 Iron,68.43153065827892,-5.805273056030273,6.69617223739624,12.76154899597168,6.06537675857544,86.54388066988577,1.2646784287502355,22.87507438659668,11.320497512817385,1463.4635009765625,39.33992385864258,1463.9921875,Estimated,-1.5398190021514893,16.111414531145442,117.28218823279258,11.409261703491213,23.200265129979694,137.18456965857877,11.30020809173584,26.88124972496917,,,1.1954004,68.0,101.325,83 +6/8/24 18:52:45,Jason,,7 Iron,,,,,0.0,96.6981571426786,-43.22794342041016,18.932153701782227,5.416597843170166,5496.408203125,-775.7416381835938,5550.880859375,Measured,8.033443450927734,20.677127061026116,125.46298650600876,9.318904876708984,20.31615133029959,134.36961184616575,9.47848892211914,22.1276506361487,,,1.1954004,68.0,101.325,83 +6/8/24 18:52:53,Jason,,7 Iron,69.61093038751187,-2.891556024551392,4.316102027893066,14.53041172027588,10.214309692382812,89.37166671870091,1.28387404422243,24.7635555267334,12.475671768188477,3455.6181640625,-174.18885803222656,3460.005615234375,Estimated,2.885691404342652,22.270149015534344,120.14383687041482,14.503302574157717,30.08832578152783,131.24614916203882,14.466710090637209,32.78759322409724,,,1.1954004,68.0,101.325,83 +6/8/24 18:53:23,Jason,,7 Iron,74.03750332802701,-3.500983953475952,5.779390335083008,-1.33364999294281,-7.113040447235107,92.57683508116588,1.2504046046906714,15.907632827758787,-0.3723326027393341,6230.81640625,-68.94034576416016,6231.19775390625,Measured,0.6339184641838074,15.673184299531613,114.83983922527476,-0.1398823112249374,-0.2808626644251468,124.53278278368909,-0.1186940670013427,-0.2591525825117404,,,1.1954004,68.0,101.325,83 +6/8/24 18:54:02,Herald,,7 Iron,72.79694163761633,-5.869865417480469,2.3749568462371826,9.000643730163574,6.6256866455078125,93.15587480207796,1.279667424296594,16.705486297607422,7.69050407409668,1721.687255859375,906.5313110351562,1945.7662353515625,Measured,-27.76844596862793,11.661385070452184,115.77221228543476,2.075468778610229,4.1930069912909005,137.50843511092353,1.1232649087905884,2.695695857264525,,,1.1954004,68.0,101.325,83 +6/8/24 18:54:39,Lauren,,7 Iron,70.10317004297576,-1.7907403707504272,5.294195175170898,13.937434196472168,8.64323902130127,97.39667068548806,1.3893333300873614,19.71538543701172,12.110971450805664,1991.34814453125,-1149.7052001953125,2299.41064453125,Measured,30.0,16.726820216112515,130.76826906663882,20.539892196655277,45.88130759148726,149.78837244916213,21.533571243286133,54.97926852915998,,,1.1954004,68.0,101.325,83 +6/8/24 18:55:24,Herald,,7 Iron,72.80008186806117,-0.738810658454895,7.09726619720459,2.912309408187866,-4.1849565505981445,100.14941546655336,1.3756772368478734,15.554539680480955,3.280296802520752,2158.431396484375,1246.1710205078125,2492.342041015625,Measured,-30.000001907348636,13.057754463834158,128.3031503554048,-4.356085300445557,-9.745296563976922,148.46122162010033,-5.442981719970703,-14.08231499564954,,,1.1954004,68.0,101.325,83 +6/8/24 18:56:08,Lauren,,7 Iron,71.05190363288875,-6.096876621246338,2.511287212371826,8.59125804901123,6.079970836639404,99.89183977096218,1.4058995560074463,17.026275634765625,7.371284008026123,2511.57080078125,-181.64984130859372,2518.131103515625,Measured,4.136725902557373,16.42150051640067,137.73599030676542,8.923744201660156,21.365553909239225,156.07296085976668,9.016633987426758,24.4599578958148,,,1.1954004,68.0,101.325,83 +6/8/24 18:57:22,Lauren,,7 Iron,,,,,0.0,92.9677852383138,-41.56031799316406,16.73678207397461,3.1845617294311523,4937.5673828125,-1703.606689453125,5223.203125,Measured,19.035947799682617,15.285835469782,115.51028142843096,10.47021770477295,20.99105944914436,126.73943323485672,11.057220458984377,24.307236511856672,,,1.1954004,68.0,101.325,83 +6/8/24 18:57:29,Jason,,7 Iron,68.83722624534175,,,,0.0,71.8857969474575,1.0442866580830896,15.60227870941162,26.269081115722656,2342.650146484375,-797.43212890625,2474.653076171875,Estimated,18.79844284057617,5.867486278014326,69.11174946236679,30.115102767944336,34.67604353212619,92.02364493041388,30.862960815429688,47.20688147881128,,,1.1954004,68.0,101.325,83 +6/8/24 18:57:44,Herald,,7 Iron,,,,,0.0,98.72983504108196,-44.13618469238281,15.25838565826416,3.395663022994995,4320.40234375,-1266.5831298828125,4502.23388671875,Measured,16.33919906616211,15.62257927965186,127.15735616979327,9.674854278564451,21.369667307528744,139.56911415625927,10.178905487060549,24.665052101402352,,,1.1954004,68.0,101.325,83 +6/8/24 18:58:13,Herald,,7 Iron,67.82121663144198,-3.1554205417633057,7.167880058288574,3.141974687576294,-4.025905609130859,90.47936594164912,1.3340864472151448,13.815985679626465,3.4777846336364746,1852.840576171875,867.4521484375,2045.8472900390625,Measured,-25.08778381347656,8.157095128458081,101.25027263283846,-1.168853759765625,-2.065519510760808,131.23201509164846,-2.276838779449463,-5.2136812273719215,,,1.1954004,68.0,101.325,83 +6/8/24 19:01:25,Brian,,7 Iron,64.89053256953139,-1.1129111051559448,4.438673973083496,1.6235721111297607,-2.815101861953736,81.04871632198956,1.249006798258966,10.345887184143066,1.8890368938446045,2346.40576171875,1354.6978759765625,2709.39599609375,Estimated,-30.0,3.9369409078498734,69.24497600838686,-2.7093498706817627,-3.2731988819151354,100.40969593775208,-4.184321880340576,-7.326517203503954,,,1.1954004,68.0,101.325,83 +6/8/24 19:02:05,Jason,,7 Iron,64.84383870813417,-3.371060848236084,3.848269701004028,4.46377420425415,0.6155045032501221,93.8836146744352,1.447841715494524,15.80303192138672,4.148168087005615,2487.714599609375,166.49374389648438,2493.27978515625,Measured,-3.8288893699646,12.592334502654468,120.81372005189678,3.2884883880615234,6.930245928935165,140.1854814419421,3.128814458847046,7.651542938708019,,,1.1954004,68.0,101.325,83 +6/8/24 19:02:36,Lauren,,7 Iron,65.57546546899039,-3.085345268249512,4.1237473487854,4.151232719421387,0.0274853706359863,98.11436694036274,1.4962054213211722,12.314085960388184,3.9259088039398193,4708.45947265625,429.2972106933594,4727.98974609375,Estimated,-5.209580421447754,12.525089201408264,122.36342825616066,2.207796096801758,4.713849101749361,136.44788755882928,1.995373249053955,4.750994840461203,,,1.1954004,68.0,101.325,83 +6/8/24 19:03:28,Lauren,,7 Iron,69.95350990260386,-2.398834705352783,5.8877129554748535,4.790714263916016,-1.096998691558838,99.23481481625822,1.4185823549729335,15.904647827148438,4.671913146972656,1899.739990234375,1096.8154296875,2193.630859375,Measured,-30.000001907348636,12.76774006835626,126.8226189974257,-2.29012393951416,-5.067860006467413,148.01722491304463,-3.341757297515869,-8.628254448356643,,,1.1954004,68.0,101.325,83 +6/8/24 19:04:02,Lauren,,7 Iron,71.66006728452976,1.646865725517273,3.345423698425293,8.612709045410156,5.267285346984863,103.89164856743535,1.4497844127738333,18.200794219970703,7.49327802658081,2356.549072265625,-1360.5543212890625,2721.108642578125,Measured,30.000001907348636,18.05110605909385,141.916412791943,17.004093170166016,41.502036090620095,158.3561221878408,17.954252243041992,48.814460941769084,,,1.1954004,68.0,101.325,83 +6/8/24 19:04:10,Brian,,7 Iron,,,,,0.0,96.76192600711964,-43.25645065307617,18.467754364013672,1.623379111289978,4765.56591796875,-1576.1015625,5019.43359375,Measured,18.30044937133789,19.08122447617416,125.1671972914819,9.038898468017578,19.66440923650725,135.41401451856382,9.543365478515623,22.45086528714137,,,1.1954004,68.0,101.325,83 +6/8/24 19:04:19,Herald,,7 Iron,,,,,0.0,82.13667817260375,-36.718379974365234,,-6.7787909507751465,2397.807373046875,0.0,2397.807373046875,Estimated,-0.0,,,,,,,,,,1.1954004,68.0,101.325,83 +6/8/24 19:05:09,Brian,,7 Iron,72.9491233489025,-3.640356540679932,2.397139310836792,6.831759929656982,4.4346208572387695,104.47870952915764,1.4322133664232648,16.86380386352539,5.911709785461426,2294.58349609375,-226.40040588378903,2305.7255859375,Measured,5.634983062744141,17.60206772746119,148.66350403010256,7.830402374267578,20.25411869757545,166.57597688578971,7.96989107131958,23.09624329463486,,,1.1954004,68.0,101.325,83 +6/8/24 19:05:37,Brian,,7 Iron,75.25773031966037,-2.4157755374908447,6.754022598266602,10.789557456970217,4.035534858703613,102.4180015656093,1.3608967627722035,19.227903366088867,9.707897186279297,2332.704345703125,967.9227905273438,2525.54638671875,Measured,-22.53531646728516,19.839727194334728,144.45450469068237,3.223915100097656,8.123966315078917,160.80376938585323,2.482542991638184,6.965405889162412,,,1.1954004,68.0,101.325,83 +6/8/24 19:06:44,Lauren,,7 Iron,72.57384874427407,-4.430347442626953,7.100834369659424,7.784729957580566,0.6838955879211426,103.67126070955784,1.4284933554352424,15.49539852142334,7.283060073852539,1961.86328125,192.68109130859372,1971.302490234375,Measured,-5.609219551086426,14.534567701909054,142.7360386896562,6.099082946777344,15.165466422269333,164.91454778274965,5.873262405395508,16.875431330633774,,,1.1954004,68.0,101.325,83 +6/8/24 19:07:29,Brian,,7 Iron,76.3539950078366,-1.504367113113403,2.647475242614746,9.242039680480955,6.594564437866211,88.23766806577714,1.1556391784964344,12.642257690429688,7.922891616821289,2492.191162109375,612.5687866210938,2566.37060546875,Estimated,-13.809277534484863,7.491673169385706,97.32033357575348,5.122696399688721,8.689579960380911,123.5559549850168,4.453774452209473,9.59464543752506,,,1.1954004,68.0,101.325,83 +6/8/24 19:08:03,Herald,,7 Iron,71.62147999629178,-1.91316556930542,2.7366740703582764,10.143720626831056,7.407046318054199,101.11414887191222,1.4117852476260953,17.71242904663086,8.674715042114258,2546.388916015625,126.43993377685548,2549.526123046875,Measured,-2.8426647186279297,18.02649450411513,142.28908834569484,8.214010238647461,20.329000485199916,158.8419036791438,8.070443153381348,22.299921091490887,,,1.1954004,68.0,101.325,83 +6/8/24 19:10:04,Brian,,7 Iron,72.63993011537423,-3.7023115158081055,5.915583610534668,9.901785850524902,3.9862022399902335,100.66541164799128,1.385813718269058,17.100351333618164,8.873751640319824,2741.568603515625,-483.8792114257813,2783.94287109375,Estimated,10.009458541870115,7.74048057540648,97.64555903605196,14.666129112243652,24.72249783613529,116.68309221376148,15.091697692871094,30.380143439085487,,,1.1954004,68.0,101.325,83 +6/8/24 19:10:36,Jason,,7 Iron,72.63993011537423,-3.7023115158081055,5.915583610534668,9.901785850524902,3.9862022399902335,100.66541164799128,1.385813718269058,17.100351333618164,8.873751640319824,2741.568603515625,-483.8792114257813,2783.94287109375,Measured,10.009458541870115,,,,,,,,,,1.1954004,68.0,101.325,83 +6/8/24 19:13:50,Lauren,,7 Iron,74.63470177281579,0.0976001247763633,4.276678085327148,9.400921821594238,5.12424373626709,106.13616241082582,1.4220752530625616,17.654430389404297,8.257258415222168,3127.087158203125,33.79558563232422,3127.269775390625,Measured,-0.6191926002502441,21.411652338345903,151.99302043463103,8.551960945129395,22.602376848073163,166.27992901944344,8.4735689163208,24.501951270239037,,,1.1954004,68.0,101.325,83 +6/8/24 19:14:45,Brian,,7 Iron,75.43619439445229,0.0409692227840423,5.987112998962402,11.826007843017578,5.838894844055176,102.93478280465844,1.3645277791509116,20.52075958251953,10.463300704956056,3132.25146484375,-387.477294921875,3156.126953125,Measured,7.051987171173096,23.765661320022215,147.2742600771653,13.873022079467772,35.31208504329925,160.46780570324518,13.985947608947754,38.782458222520745,,,1.1954004,68.0,101.325,83 +6/8/24 19:15:24,Lauren,,7 Iron,75.4763773976174,-0.2887263596057892,7.3446879386901855,8.269176483154297,0.9244885444641112,94.1527273036172,1.2474462944559574,18.7885799407959,7.711507797241211,2345.793212890625,440.6316833496094,2386.818359375,Measured,-10.638423919677734,16.04450818893679,127.52389917234268,5.112819194793701,11.364559162745875,144.3638764305997,4.7364821434021,11.920527076790108,,,1.1954004,68.0,101.325,83 +6/8/24 19:16:01,Brian,,7 Iron,73.52817160304949,-0.2853768467903137,6.597090244293213,3.636754989624024,-2.960335254669189,103.51715902041816,1.4078571078751658,15.647796630859377,3.8127872943878174,2224.2900390625,18.19627571105957,2224.364501953125,Measured,-0.468709796667099,15.367826010637032,143.51142678264114,3.823925495147705,9.570832782924072,163.8981796301341,3.7866177558898926,10.824009191631148,,,1.1954004,68.0,101.325,83 +6/8/24 19:16:30,Lauren,,7 Iron,72.43269197248446,-0.7228752970695496,6.5606303215026855,6.931061744689941,0.3704314231872558,107.00852354834387,1.4773511881761068,18.069971084594727,6.5142436027526855,2983.0009765625,-0.0002607821952551,2983.0009765625,Measured,5.008955668017734e-06,22.21310377394116,154.97332350851138,6.93016242980957,18.69902678084441,169.61004616368157,6.882277965545654,20.32441358720871,,,1.1954004,68.0,101.325,83 +6/8/24 19:17:20,Lauren,,7 Iron,72.83695397608335,0.5452980995178223,7.270362854003906,6.049229145050049,-1.2211337089538574,104.40685115802717,1.4334324193775327,15.042165756225586,5.878693103790283,2703.206787109375,88.49597930908203,2704.655029296875,Measured,-1.875045657157898,15.922227412452344,144.13998407826512,5.5421342849731445,13.920766075402751,162.45598714667904,5.442224979400635,15.407656304926263,,,1.1954004,68.0,101.325,83 +6/8/24 19:18:11,Jason,,7 Iron,73.49259654673278,-1.077721118927002,5.020895481109619,8.230384826660156,3.209489345550537,101.18375446902792,1.3767884007838362,15.9502534866333,7.388875007629394,2694.40234375,220.22927856445312,2703.3876953125,Measured,-4.672732353210449,15.88345988511469,138.68668592806898,6.270573139190674,15.147878098548633,155.7056085273307,6.074121475219727,16.47605623423192,,,1.1954004,68.0,101.325,83 +6/8/24 19:18:19,Herald,,7 Iron,,,,,0.0,60.86320835710876,-27.208288192749023,11.373372077941896,4.134937286376953,2876.42333984375,0.0,2876.42333984375,Estimated,-0.0,2.3912751812153488,41.24583311987544,4.170491695404053,2.999612005823195,64.47589535663292,4.157464027404785,4.674366631580199,,,1.1954004,68.0,101.325,83 +6/8/24 19:19:52,Brian,,6 Iron,76.0803170979807,-1.0242093801498413,4.448093891143799,9.782678604125977,5.334584712982178,108.51132008060358,1.426273236228187,14.832063674926758,8.592290878295898,3317.4541015625,-541.0950317382812,3361.292236328125,Measured,9.263683319091797,18.27241189323422,151.15385380914086,12.49758529663086,32.70950331955123,166.28286596913497,12.743712425231934,36.68037819886331,,,1.1954004,68.0,101.325,83 +6/8/24 19:20:35,Brian,,6 Iron,75.87500746617934,-1.6155999898910522,-0.1013707742094993,11.83316421508789,11.934535026550291,106.47702247908455,1.4033214102357197,15.969654083251951,9.707345962524414,2792.789794921875,-425.172607421875,2824.968505859375,Measured,8.656208038330078,18.10351016924983,150.21291186451165,13.11245822906494,34.077781873802905,166.5398156927131,13.329586029052734,38.396099153160776,,,1.1954004,68.0,101.325,83 +6/8/24 19:21:17,Lauren,,6 Iron,72.74785847044586,2.169117212295532,1.1407819986343384,6.641146659851074,5.500364780426025,110.19152256652706,1.5147046921153404,16.39682960510254,5.597931385040283,5892.548828125,2020.930419921875,6229.4697265625,Measured,-18.93010902404785,24.198890602143592,144.8034844003323,-3.218445062637329,-8.12971506035575,152.67714615339537,-3.6783387660980233,-9.795050535934706,,,1.1954004,68.0,101.325,83 +6/8/24 19:22:20,Herald,,6 Iron,80.26358191166491,2.4314353466033936,5.808015823364258,10.274452209472656,4.466436386108398,109.3568441943471,1.3624715168418615,16.919876098632812,9.166407585144045,2434.85888671875,-47.48210906982422,2435.32177734375,Measured,1.117181658744812,20.23803639493235,160.34668990289902,9.995346069335938,27.83106926752953,178.7586277654973,9.970010757446287,30.948935477208806,,,1.1954004,68.0,101.325,83 +6/8/24 19:23:05,Lauren,,6 Iron,73.4792420341073,2.7239186763763428,1.862634778022766,7.978171825408935,6.115537166595459,103.21321372635612,1.4046581166208414,16.02824592590332,6.78651762008667,1722.1290283203125,-340.560302734375,1755.4798583984375,Measured,11.186219215393066,14.29862196619922,141.11133814497407,9.55549144744873,23.42490006334424,164.35859655591958,9.888154029846191,28.224553777334226,,,1.1954004,68.0,101.325,83 +6/8/24 19:24:43,Brian,,5 Iron,77.8403223967307,-2.094076871871948,9.596710205078123,9.488921165466309,-0.1077890396118164,121.4362525945262,1.560068726020931,11.65070629119873,8.995223045349121,1641.092529296875,947.4852294921876,1894.970458984375,Measured,-30.000001907348636,12.402890818043716,160.88528642700658,2.142014265060425,6.013408143679214,192.0856210431848,0.9433607459068298,3.1623040002396863,,,1.1954004,68.0,101.325,83 +6/8/24 19:25:21,Jason,,5 Iron,77.29789025355876,-1.445356369018555,9.19151782989502,11.06219482421875,1.8706769943237305,108.07249847564162,1.3981299893326131,13.45602035522461,10.236845016479492,2618.74658203125,-244.3017120361328,2630.1171875,Measured,5.329672813415527,14.709994126628544,148.5206781641391,12.286231994628906,31.60456777780132,167.26627687379187,12.41554069519043,35.96226896846974,,,1.1954004,68.0,101.325,83 +6/8/24 19:26:02,Herald,,5 Iron,78.78973864543605,,,,0.0,101.53996582687978,1.288746067350505,12.36367893218994,8.429241180419922,2622.609375,92.2157211303711,2624.230224609375,Measured,-2.013794183731079,11.07517470960238,129.4960358593653,8.121561050415039,18.294403555590407,150.0499278438474,8.005133628845215,20.896259385522622,,,1.1954004,68.0,101.325,83 +6/8/24 19:28:28,Brian,,5 Iron,77.82334979250572,0.1293935030698776,4.804200649261475,9.155896186828612,4.351695537567139,113.172864177448,1.4542276126534246,13.863605499267578,8.12199592590332,1863.34619140625,-289.8305358886719,1885.7520751953125,Measured,8.841114044189453,14.904615019431276,159.67936820879004,10.641611099243164,29.487208523682057,183.26706247573748,10.898418426513672,34.65002816525657,,,1.1954004,68.0,101.325,83 +6/8/24 19:28:58,Jason,,5 Iron,76.19095048851705,2.9102139472961426,3.3577661514282227,9.543482780456545,6.18571662902832,107.3910514026411,1.4094987753017507,12.927050590515137,8.259381294250488,1880.161376953125,463.5755310058594,1936.4681396484373,Measured,-13.850675582885742,11.790509690642466,140.8942708632294,5.200929641723633,12.771876411565245,167.35783961786728,4.649073123931885,13.564811110235496,,,1.1954004,68.0,101.325,83 +6/8/24 19:29:44,Brian,,5 Iron,77.19539756912127,1.52778160572052,3.5728938579559326,8.770674705505371,5.197780609130859,110.3912514627009,1.4300237441468688,14.00489330291748,7.651496887207031,5097.017578125,-28.811599731445312,5097.09912109375,Measured,0.3238689005374908,20.80036005166835,149.43193355478434,8.380213737487793,21.77841227467934,160.16590062473006,8.334843635559082,23.2173194628474,,,1.1954004,68.0,101.325,83 +6/8/24 19:30:25,Brian,,5 Iron,77.77306343921373,-2.1016201972961426,7.104269981384277,11.732277870178224,4.628007888793945,103.08357682168752,1.325440612253317,14.079257011413574,10.526095390319824,1989.36865234375,-251.6601409912109,2005.2232666015625,Measured,7.20976448059082,12.366548151513143,136.3616146616414,12.578539848327637,29.69648287641576,159.02047355782997,12.781001091003418,35.179321567472016,,,1.1954004,68.0,101.325,83 +6/8/24 19:31:26,Jason,4 Hybrid,4 Hybrid,75.41043255827572,-0.7274341583251953,4.324182033538818,2.9945943355560303,-1.329587697982788,103.7096346669232,1.375269059579766,2.5332393646240234,3.00089955329895,3252.288818359375,-394.0493469238281,3276.073486328125,Measured,6.908320426940918,1.4264001211579398,76.98773073819757,4.19423246383667,5.630703574219467,130.48385218855947,4.690141677856445,10.669310372795508,,,1.1954004,68.0,101.325,83 +6/8/24 19:32:03,Lauren,4 Hybrid,4 Hybrid,75.82123101981142,-1.0424318313598633,4.413881778717041,3.9766690731048575,-0.4372127056121826,103.97191217494674,1.37127702592668,16.01155662536621,3.818822145462036,2375.7314453125,-372.1400146484375,2404.701171875,Measured,8.902599334716797,16.291429939757904,144.67065417564845,6.578586101531982,16.574342882661426,164.45625013316203,6.863614082336426,19.65357923451984,,,1.1954004,68.0,101.325,83 +6/8/24 19:32:42,Herald,4 Hybrid,4 Hybrid,73.18870245208018,-1.025844931602478,3.755729913711548,14.006342887878418,10.25061321258545,104.16570193962708,1.4232483764530308,19.29996109008789,11.97507095336914,2549.239501953125,-1297.2440185546875,2860.32568359375,Measured,26.97040367126465,20.131824362729503,144.9798015051074,21.55250740051269,53.25887098309522,156.21551973030364,22.15692710876465,58.91585326928271,,,1.1954004,68.0,101.325,83 +6/8/24 19:33:21,Brian,4 Hybrid,4 Hybrid,74.5677926779299,-5.718717575073242,6.92975664138794,14.550501823425291,7.6207451820373535,102.07862628022394,1.3689372128945494,19.82588768005371,12.819211959838867,3992.771240234375,-1171.503662109375,4161.0869140625,Measured,16.352014541625977,22.656998271810156,139.29091326545313,20.567537307739254,48.93448372958801,150.41966644790773,20.925825119018555,53.723726707846254,,,1.1954004,68.0,101.325,83 +6/8/24 19:34:29,Brian,5 Wood,5 Wood,78.09451893129972,-0.1246114075183868,5.114487648010254,13.178760528564451,8.0642728805542,106.65441136627852,1.3657093074624498,16.666234970092773,11.465292930603027,2474.982666015625,255.55499267578125,2488.141357421875,Measured,-5.895199775695801,18.771920704082504,153.0122754752956,10.12869358062744,26.908673075533216,171.27172557493395,9.86254596710205,29.336314389674044,,,1.1954004,68.0,101.325,83 +6/8/24 19:34:56,Jason,5 Wood,5 Wood,78.49865293637504,-3.127405881881714,6.164474010467529,8.006576538085938,1.842102527618408,100.08117518702238,1.2749413071857485,15.515107154846191,7.348125457763672,2363.57080078125,-283.1954040527344,2380.47607421875,Measured,6.832423686981201,14.124660887472828,134.65382847767523,9.497197151184082,22.21782834144915,154.61738523055828,9.6958646774292,26.040445666589903,,,1.1954004,68.0,101.325,83 +6/8/24 19:36:29,Herald,,Driver,88.05659282110446,-1.9965920448303225,3.439642906188965,6.220081806182861,2.7804388999938965,123.2861640562296,1.4000787460252686,13.028359413146973,5.539708614349365,1773.6309814453125,232.54689025878903,1788.81103515625,Measured,-7.469639778137207,16.63089480848612,181.443483712741,3.733185052871704,11.813712218975866,205.79763841309975,3.477220296859741,12.482068520362532,,,1.1954004,68.0,101.325,83 +6/8/24 19:39:15,Jason,,Driver,80.82682661476883,-0.2216047495603561,3.19545841217041,10.567164421081545,7.371706008911133,111.18636122462884,1.3756121065417737,19.254959106445312,9.079947471618652,4304.576171875,-437.08734130859375,4326.71044921875,Measured,5.797950744628906,28.24323719948393,157.1128746715567,12.66359519958496,34.44330695628878,167.3341771481937,12.723198890686035,36.85389185166014,,,1.1954004,68.0,101.325,83 +6/8/24 19:39:59,Herald,,Driver,83.64899779501684,-1.4678122997283936,4.986281394958496,1.9659126996994016,-3.0203685760498047,121.96239479226551,1.458025774452627,8.931743621826172,2.2387638092041016,3119.093017578125,-46.47085189819336,3119.439208984375,Measured,0.8535773158073425,13.795154113792364,167.75077344960482,2.622340679168701,7.675080254275429,188.53197866532355,2.644638776779175,8.699216826556153,,,1.1954004,68.0,101.325,83 +6/8/24 19:40:41,Brian,,Driver,82.95316368796739,-2.502622604370117,2.158742666244507,2.1125376224517822,-0.0462050437927246,119.6512363842712,1.4423950945903103,16.44225311279297,2.005403518676758,2515.8193359375,-1134.41357421875,2759.753662109375,Measured,24.27119445800781,23.260042902890973,176.62156299736125,10.8931245803833,33.37753422026185,194.38715499404495,11.679834365844728,39.35226400890406,,,1.1954004,68.0,101.325,83 +6/8/24 19:41:14,Lauren,,Driver,88.60963177526264,1.261223554611206,2.175256490707397,0.8978737592697144,-1.277382731437683,125.81519301780465,1.419881682128023,9.529729843139648,1.0097172260284424,3085.26123046875,47.08735275268555,3085.62060546875,Measured,-0.8743820786476135,16.238101775118025,179.361953993317,0.7217214107513428,2.2596670342307164,197.7501125757426,0.6867107152938843,2.3697859604478992,,,1.1954004,68.0,101.325,83 +6/8/24 19:42:28,Herald,,Driver,88.39012284058026,-1.245131492614746,2.6322381496429443,-0.80820631980896,-3.4404444694519043,125.99018406599043,1.4253875887606282,7.908179759979248,-0.3345149457454681,2748.999267578125,-729.0291748046875,2844.025390625,Measured,14.852828025817873,11.782423692432872,168.61236769092102,4.497232437133789,13.221220327807146,195.49111433376677,5.180091857910156,17.6502520583374,,,1.1954004,68.0,101.325,83 +6/8/24 19:43:30,Lauren,,Gap Wedge,64.07697822035743,-7.119330406188965,6.864029407501221,3.6138319969177246,-3.250197410583496,81.10346555713659,1.265719261576692,27.9687442779541,3.8273589611053462,4445.51171875,2508.61083984375,5104.478515625,Estimated,-29.43612289428711,20.627175971351107,98.19815613283664,-6.226205348968506,-10.650019953230869,105.41492570063838,-6.906374931335449,-12.675907200001689,,,1.1954004,68.0,101.325,83 +6/8/24 19:43:55,Brian,,Gap Wedge,64.9246953754714,-3.875723123550415,9.904948234558104,4.421084880828857,-5.483863353729248,77.83796722389707,1.1988961484339025,26.43396377563477,4.870955944061279,4474.76025390625,1359.0743408203125,4676.59716796875,Estimated,-16.894588470458984,18.1327670274693,94.39539033483652,-0.3262591660022735,-0.5385634756013999,102.60158654799852,-0.7659170627593994,-1.371906850010916,,,1.1954004,68.0,101.325,83 +6/8/24 19:44:25,Brian,,Gap Wedge,58.853665670047576,-7.572020530700684,9.757854461669922,4.295412063598633,-5.462442398071289,85.03719298250962,1.4448920388282227,22.515226364135746,4.749320030212402,7443.6806640625,2927.545166015625,7998.681640625,Estimated,-21.469350814819336,18.83206976750876,100.1235352457934,-3.762130498886109,-6.569551794947529,105.5782935272282,-4.199599266052246,-7.731641566658084,,,1.1954004,68.0,101.325,83 +6/8/24 19:44:50,Brian,,Gap Wedge,64.86889228581367,-4.146259307861328,11.196895599365234,8.740450859069824,-2.45644474029541,84.22736339037147,1.2984245671910657,27.37667655944824,8.580638885498047,6225.228515625,1087.379150390625,6319.48291015625,Estimated,-9.908063888549805,23.49323837711768,102.41564092065528,5.480082988739014,9.780731863237747,107.81705017843252,5.246429443359375,9.858812381225787,,,1.1954004,68.0,101.325,83 +6/8/24 19:45:10,Jason,,Gap Wedge,64.03662028587678,-2.724722623825073,8.8446683883667,11.452577590942385,2.607909202575684,71.51529668775811,1.116787493913553,29.711509704589844,10.514113426208496,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,15.137213925751894,88.85664530455324,15.136923789978027,23.202834960959763,105.00009824392782,15.767194747924805,28.531590174202396,,,1.1954004,68.0,101.325,83 +6/8/24 19:45:36,Lauren,,Gap Wedge,62.805244622840746,-5.455626487731934,11.3257417678833,5.732773780822754,-5.592967987060547,76.31878688062079,1.2151658247481054,28.05463981628418,6.126186847686768,3560.227294921875,1856.5377197265625,4015.21484375,Estimated,-27.540515899658203,18.018180099661777,92.05120386459294,-1.7560231685638428,-2.8207250700680504,101.13368741113572,-2.4968512058258057,-4.405927761055466,,,1.1954004,68.0,101.325,83 +6/8/24 19:45:56,Brian,,Gap Wedge,62.17321351317196,-3.2468056678771973,14.094348907470703,15.49631690979004,1.401968002319336,67.86098150609678,1.0914826123909425,30.2808837890625,14.492610931396484,2441.382568359375,498.7486572265625,2491.806396484375,Estimated,-11.546051025390623,15.50567595792927,80.39672834375233,12.661539077758787,17.62225091298319,91.73649134921288,12.244274139404297,19.45545819854783,,,1.1954004,68.0,101.325,83 +6/8/24 19:46:17,Lauren,,Gap Wedge,62.66355025725216,-3.833822011947632,7.451906681060791,8.920304298400879,1.468397617340088,75.29540455176357,1.2015821676661147,28.377092361450195,8.259775161743164,5134.81103515625,623.1156616210938,5172.48095703125,Estimated,-6.9190826416015625,18.91921874343984,89.69335056595537,6.647502422332764,10.382957777874026,96.48126707354822,6.436265468597412,10.81534018387697,,,1.1954004,68.0,101.325,83 +6/8/24 19:46:35,Lauren,,Gap Wedge,59.89897841260927,-7.216918468475342,19.999998092651367,10.732053756713867,-9.2679443359375,70.08658143432149,1.1700797457935883,29.20101356506348,11.318092346191406,2055.192626953125,999.6022338867188,2285.39306640625,Estimated,-25.93730926513672,15.305766261189888,83.74629443608956,6.2349534034729,9.09532122898338,96.24221438715269,5.468914031982422,9.172424501992396,,,1.1954004,68.0,101.325,83 +6/8/24 19:46:56,Lauren,,Gap Wedge,57.9049491466044,-7.368537425994873,19.999998092651367,11.489483833312988,-8.510514259338379,69.73025061118096,1.2042191840051035,28.627338409423828,11.940262794494627,3190.73388671875,1673.762451171875,3603.0908203125,Estimated,-27.680147171020508,15.177628272536596,80.51599186332714,5.38947057723999,7.562516651184353,90.18474730482194,4.581890106201172,7.204350108665949,,,1.1954004,68.0,101.325,83 +6/8/24 19:47:46,Brian,56,Sand Wedge,62.17939157524279,-3.5903642177581787,5.990774631500244,5.448307514190674,-0.5424671173095703,71.34233228286212,1.1473629843503907,31.09897232055664,5.224971294403076,6347.4482421875,2089.93310546875,6682.658203125,Estimated,-18.22442054748535,18.88317853266585,79.69266974767834,-0.5712977051734924,-0.7947373740901398,84.0319378244094,-0.8838168382644653,-1.2963637011566504,,,1.1954004,68.0,101.325,83 +6/8/24 19:48:10,Herald,56,Sand Wedge,63.1611615840884,-3.325790405273437,5.856069564819336,6.950545787811279,1.0944762229919434,73.66611134528011,1.1663197683153144,31.52379035949707,6.442088603973389,5689.76708984375,991.3569946289062,5775.48583984375,Estimated,-9.883716583251951,20.67329317357371,85.04530227847681,3.664098024368286,5.43497871790521,90.20309489678677,3.448214292526245,5.425408600586593,,,1.1954004,68.0,101.325,83 +6/8/24 19:48:33,Brian,56,Sand Wedge,62.33171408490489,-4.307737350463867,12.252887725830078,13.65871238708496,1.4058246612548828,68.66001655608079,1.1015262064276916,35.400962829589844,12.7527437210083,3347.4453125,1773.2049560546875,3788.092529296875,Estimated,-27.91101455688477,19.81198470079994,78.21713621033905,5.884697914123535,8.019354169533301,85.4052538314345,5.188935279846191,7.724115633073609,,,1.1954004,68.0,101.325,83 +6/8/24 19:48:56,Lauren,56,Sand Wedge,60.14078042347956,-5.971702575683594,-7.71010684967041,-8.38134765625,-0.6712408065795898,70.67966259326886,1.175236870815112,30.980995178222656,-7.849371433258057,6289.328125,11.454726219177246,6289.33837890625,Estimated,-0.1043524518609047,18.632628355716637,79.64032195687014,-8.69000244140625,-12.032723561169746,84.47801208962755,-8.631832122802734,-12.678844149693193,,,1.1954004,68.0,101.325,83 +6/8/24 19:49:03,Jason,56,Sand Wedge,,,,,0.0,110.52271447963903,-49.40807342529297,,1.7717710733413696,1595.401123046875,70.57503509521484,1596.9613037109375,Measured,-2.5329160690307617,,,,,,,,,,1.1954004,68.0,101.325,83 +6/8/24 19:49:20,Lauren,56,Sand Wedge,59.829803743856246,-7.761638641357422,0.2661548554897308,-7.208763122558594,-7.474917888641357,68.47476429292237,1.144492543984884,29.34703254699707,-5.888138294219971,5950.19775390625,503.5811767578125,5971.46923828125,Estimated,-4.837567329406738,16.13797536132779,76.48798204864579,-7.922881126403809,-10.54313834656,82.62773378398106,-7.975357532501221,-11.464340359793256,,,1.1954004,68.0,101.325,83 +6/8/24 19:50:04,Brian,56,Sand Wedge,59.067184273827024,-4.740612506866455,6.281359672546387,,31.08847045898437,66.8950619810862,1.13252498495561,13.586149215698242,31.48239517211914,3790.62060546875,-2035.8150634765625,4302.7138671875,Estimated,28.238754272460938,3.9994892797865305,54.38396050774236,37.28501892089844,32.94473671980677,75.60938353610436,38.77491760253906,47.35133434815498,,,1.1954004,68.0,101.325,83 +6/8/24 19:50:23,Herald,56,Sand Wedge,57.27479534861459,-7.083298206329346,-2.3413124084472656,-4.667009353637695,-2.3256969451904297,64.82692156993608,1.1318577600383195,28.59146499633789,-4.126549243927002,5690.6630859375,139.84051513671875,5692.380859375,Estimated,-1.4076846837997437,13.792856492993224,70.59107099731955,-4.829496383666992,-5.943146628474267,77.28246865823257,-4.828928470611572,-6.505772740966847,,,1.1954004,68.0,101.325,83 +6/8/24 19:50:48,Jason,56,Sand Wedge,56.72914190926622,-6.424034595489502,7.257169723510742,-4.0071306228637695,-11.264300346374512,61.72303417255216,1.08803045657333,32.8652229309082,-2.3834800720214844,4471.5498046875,116.58792877197266,4473.0693359375,Estimated,-1.4935500621795654,14.770072269394632,66.46451483943838,-2.946764707565308,-3.4168173905510173,73.15245824702106,-2.9584999084472656,-3.775534611136578,,,1.1954004,68.0,101.325,83 +6/8/24 19:51:23,Jason,56,Sand Wedge,55.19451214419541,-4.29251766204834,4.782971382141113,7.123994827270508,2.3410234451293945,59.51470124515663,1.0782720769353795,33.64337921142578,6.450289726257324,3496.93701171875,-325.5411376953125,3512.05712890625,Estimated,5.318520545959473,13.903563643509417,63.6274548118754,8.06981086730957,8.931995120428951,71.62904909226745,8.137354850769043,10.13886555280328,,,1.1954004,68.0,101.325,83 +6/8/24 19:51:37,Jason,56,Sand Wedge,50.77550818304053,-9.44358730316162,3.0982139110565186,-2.734247922897339,-5.832461833953857,55.42405616312544,1.0915509887823749,33.16047286987305,-1.8583030700683596,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,10.836305582562543,57.881037401417416,1.480019450187683,1.494975054413359,70.52124334968266,2.0883476734161377,2.5697657956342823,,,1.1954004,68.0,101.325,83 +6/8/24 19:52:00,Brian,56,Sand Wedge,42.91190608785382,-3.523069143295288,0.5943569540977478,-3.207233667373657,-3.80159068107605,60.29647782754637,1.4051223384041949,29.61201286315918,-2.560124397277832,5709.1787109375,3296.195556640625,6592.3916015625,Estimated,-30.0,11.787801147194727,60.65114415398193,-10.452857971191406,-11.003723187437911,66.81719493882747,-11.129584312438965,-12.89763855810304,,,1.1954004,68.0,101.325,83 +6/8/24 19:52:35,Herald,56,Sand Wedge,54.87825339216624,-7.61212158203125,3.2573375701904297,6.414357662200928,3.157020092010498,62.0329100648728,1.1303732577197485,31.15261459350586,5.676479816436768,3143.275390625,1727.4749755859375,3586.690673828125,Estimated,-28.79222679138184,13.243338187220388,66.74163523312791,-0.5162413120269775,-0.6015077125832562,75.55349805589503,-1.2754888534545898,-1.68192204497484,,,1.1954004,68.0,101.325,83 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_9.csv b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_9.csv new file mode 100644 index 0000000000..cfc0f1ac35 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_9.csv @@ -0,0 +1,79 @@ +Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity +5/30/24 22:03:23,Lauren,,Pitching Wedge,63.98236171173676,-3.9634993076324463,-2.6018123626708984,2.0087459087371826,4.61055850982666,87.74381562891631,1.3713750677762309,21.57220268249512,1.3244725465774536,4089.396484375,258.93475341796875,4097.5859375,Estimated,-3.6230506896972656,18.3832295965442,113.72400693268082,0.1532334089279174,0.3060937648216324,124.5397914136347,0.0442346595227718,0.0953591341842905,,,1.2077947,63.0,101.325,88 +5/30/24 22:04:06,Brian,,Pitching Wedge,62.87879684109976,-2.1303327083587646,3.7020106315612793,1.1037604808807373,-2.598250150680542,86.07402368957628,1.368887892481354,14.977065086364746,1.369875431060791,5174.859375,1495.0545654296875,5386.498046875,Estimated,-16.114391326904297,11.052759609186978,99.92372254348628,-3.8751492500305176,-6.753111150666427,112.84635124773922,-4.476715564727783,-8.808142616961163,,,1.2077947,63.0,101.325,88 +5/30/24 22:04:38,Lauren,,Pitching Wedge,65.49527866059316,-2.4591660499572754,2.936609268188477,5.213776588439941,2.277167320251465,89.76795014766412,1.370601850751041,17.80867576599121,4.650163173675537,6984.65869140625,-213.25543212890625,6987.9130859375,Measured,1.7488101720809937,16.83765982139107,110.08702026371613,5.74750280380249,11.02465625464606,117.92089135462356,5.757962226867676,11.830599679702004,,,1.2077947,63.0,101.325,88 +5/30/24 22:05:08,Jason,,Pitching Wedge,67.87207471147258,-2.4020793437957764,6.426488876342773,3.9974286556243896,-2.429060220718384,87.24884533828299,1.2854895877160375,20.32680320739746,4.087705612182617,3473.076171875,1565.867431640625,3809.75048828125,Estimated,-24.268659591674805,15.65981679804156,109.39799684759691,-3.289381265640259,-6.277132876204803,121.85274944133651,-4.068231105804443,-8.644733072335953,,,1.2077947,63.0,101.325,88 +5/30/24 22:05:46,Jason,,Pitching Wedge,65.00666989658112,-1.4982960224151611,2.086385726928711,0.1221166253089904,-1.9642691612243648,88.43988866654308,1.3604740683877792,15.817036628723145,0.36137256026268,4877.9814453125,1359.476806640625,5063.8798828125,Estimated,-15.57297420501709,12.637458815634773,106.4556071242796,-4.93244743347168,-9.153184144070224,118.76246928255932,-5.467767715454102,-11.316349801048432,,,1.2077947,63.0,101.325,88 +5/30/24 22:06:21,Jason,,Pitching Wedge,,,,,0.0,90.03599612248308,-40.24969100952149,18.44425201416016,3.7101662158966064,4803.62841796875,958.432373046875,4898.3095703125,Measured,-11.283629417419434,16.352600052100343,113.84602384259142,-0.1988101750612259,-0.3964717818763859,124.0865249591152,-0.5421248078346252,-1.1740129165940658,,,1.2077947,63.0,101.325,88 +5/30/24 22:06:51,Lauren,,Pitching Wedge,68.24984102069311,-0.9476556181907654,3.71254825592041,2.829519033432007,-0.8830292224884033,93.16899891736102,1.3651167171087255,13.944567680358888,2.788771152496338,5625.3583984375,562.6395263671875,5653.42578125,Estimated,-5.711638927459717,13.246591151029977,114.18776964490462,0.7715171575546265,1.5375941993684563,125.9584716123436,0.5619739294052124,1.2352384357022572,,,1.2077947,63.0,101.325,88 +5/30/24 22:09:16,Jason,,7 Iron,67.01183503413631,-3.898752927780152,3.51611852645874,9.39675998687744,5.880641460418701,82.35734762723314,1.22899705082363,14.381916999816896,8.158673286437988,5409.22705078125,-306.54205322265625,5417.90576171875,Estimated,3.243494987487793,9.56719392728712,92.99327219617771,9.513265609741213,15.369567738614592,106.28123407995372,9.58703899383545,17.700689163124707,,,1.2077947,63.0,101.325,88 +5/30/24 22:09:49,Brian,,7 Iron,68.5876419242386,-5.281422138214111,4.421710968017578,9.7911958694458,5.369484901428223,93.25377660613684,1.3596294316277018,17.350584030151367,8.595986366271973,3507.711669921875,-169.43673706054688,3511.801513671875,Measured,2.765469789505005,15.50478527787368,121.91763767358316,9.956035614013672,21.078650636250583,135.86199946980287,9.98741340637207,23.56281988834576,,,1.2077947,63.0,101.325,88 +5/30/24 22:10:22,Herald,,7 Iron,65.82081730558093,-0.9324445724487304,0.9263463020324708,9.054011344909668,8.127664566040039,75.27367893569681,1.143615075246329,18.863672256469727,7.553081512451172,2151.73681640625,64.59789276123047,2152.706298828125,Estimated,-1.7195762395858765,9.248609978222817,84.89342359883358,7.426872730255127,10.97338478915094,102.34887537681608,7.332671642303467,13.06285970841509,,,1.2077947,63.0,101.325,88 +5/30/24 22:10:47,Jason,,7 Iron,63.93939260737534,-1.4044315814971924,-0.5365117788314819,11.903778076171877,12.440289497375488,78.24370547713443,1.2237167462255358,22.6135196685791,9.710902214050291,2351.438232421875,334.1553039550781,2375.0625,Estimated,-8.087964057922363,13.696166602368294,97.03276281419858,8.2216796875,13.876002623428576,112.20850751743728,7.912046909332275,15.445844994522872,,,1.2077947,63.0,101.325,88 +5/30/24 22:11:10,Lauren,,7 Iron,65.76111879418931,-5.60004186630249,4.21283769607544,11.279349327087402,7.066511631011963,71.49894700968116,1.0872525942487288,19.66025161743164,9.79225254058838,1420.2984619140625,-228.17752075195312,1438.510498046875,Estimated,9.12684440612793,8.11128246789383,76.67602192136565,11.2383451461792,14.943451381527325,96.14801506324056,11.454267501831056,19.09362933399757,,,1.2077947,63.0,101.325,88 +5/30/24 22:11:41,Jason,,7 Iron,88.0308480513977,,,,0.0,95.685705887734,1.0869565385973214,15.73163890838623,2.753185749053955,4343.013671875,-6.535417556762695,4343.0185546875,Measured,0.0862192958593368,15.472131528622526,123.71057036778166,2.9386489391326904,6.342279760270856,136.1849554689761,2.923086881637573,6.944880615750208,,,1.2077947,63.0,101.325,88 +5/30/24 22:12:17,Herald,,7 Iron,71.00062315773039,-5.932560920715332,0.6518513560295105,11.430803298950195,10.77895164489746,74.69187444667568,1.0519889984732254,14.372336387634276,9.47108554840088,4139.48583984375,1035.6246337890625,4267.06689453125,Estimated,-14.046056747436523,6.705408663098979,75.6075395989401,6.420862197875977,8.45524975559158,93.2014785672054,5.75503396987915,9.345854718718442,,,1.2077947,63.0,101.325,88 +5/30/24 22:12:49,Brian,,7 Iron,73.66268098484852,,,,0.0,82.95399994498803,1.126133326073899,18.6677360534668,6.038691997528076,4705.974609375,-215.4344787597656,4710.9033203125,Estimated,2.6211094856262207,13.52122097800668,100.41240761005248,7.231854915618896,12.64039680827716,111.79574093167504,7.271894931793213,14.150932820260095,,,1.2077947,63.0,101.325,88 +5/30/24 22:13:45,Brian,,Pitching Wedge,,,,,0.0,85.32980614061853,-38.14583587646485,,-6.959562301635742,2438.16357421875,0.0,2438.16357421875,Estimated,-0.0,,,,,,,,,,1.2077947,63.0,101.325,88 +5/30/24 22:14:08,Brian,,Pitching Wedge,64.29026642679446,4.798705577850342,-0.4738712012767792,4.442180633544922,4.916051864624023,40.300347944900295,0.6268499134435721,18.010305404663086,3.589613914489746,2321.04638671875,587.5900268554688,2394.267822265625,Estimated,-14.206379890441896,2.011962288032862,22.96734708068834,2.6312825679779053,1.0543739347007346,27.750298979209678,2.456068277359009,1.1891984118451262,,,1.2077947,63.0,101.325,88 +5/30/24 22:14:51,Herald,,Pitching Wedge,58.764966959833146,-0.9378066658973694,1.2867228984832764,-3.4070963859558105,-4.693819046020508,78.40116072759156,1.334147958956228,19.78314018249512,-2.637662649154663,3480.381103515625,1572.7952880859375,3819.2587890625,Estimated,-24.3183650970459,11.538816439523544,90.38603682558188,-9.189663887023926,-14.434916873722273,103.5810843009358,-9.994558334350586,-17.976962680695806,,,1.2077947,63.0,101.325,88 +5/30/24 22:15:42,Lauren,,Pitching Wedge,57.058836239652464,-3.417550563812256,0.6528675556182861,0.1701428145170211,-0.4827247262001037,80.42121636005504,1.4094436840996614,20.200973510742188,0.2214505225419998,4288.125,670.2857055664062,4340.19580078125,Estimated,-8.884130477905273,13.64415672764676,97.05544908184402,-2.5070996284484863,-4.245505227764227,108.36081139532143,-2.7787582874298096,-5.253363422635516,,,1.2077947,63.0,101.325,88 +5/30/24 22:16:02,Lauren,,Pitching Wedge,65.22697668872706,-2.239686965942383,4.170535087585449,2.9536209106445312,-1.216914176940918,88.25164550455065,1.3529930403750088,21.080137252807617,2.9480175971984863,4555.6005859375,1268.928466796875,4729.02490234375,Estimated,-15.564781188964844,18.109123330911643,111.8818302695072,-2.4956750869750977,-4.871809749477109,121.89620294699944,-2.9445717334747314,-6.261855731644744,,,1.2077947,63.0,101.325,88 +5/30/24 22:16:35,Lauren,,Pitching Wedge,61.67662190790679,-7.183684349060059,-0.1681440472602844,5.353282451629639,5.521426677703857,79.39669057772062,1.2873060832720826,22.122459411621094,4.37626838684082,1272.2159423828125,625.6282958984375,1417.7249755859375,Estimated,-26.18623733520508,12.132602795600292,96.99087790666636,0.2719624638557434,0.4600417242046717,117.06986011986828,-0.4664620161056518,-0.9533077569788944,,,1.2077947,63.0,101.325,88 +5/30/24 22:18:45,Lauren,,Pitching Wedge,65.19586878088285,-2.9721944332122803,7.685807228088379,5.562651634216309,-2.1231555938720703,91.70949148577164,1.4066764229187372,19.0426025390625,5.5309906005859375,5574.6826171875,3218.544677734375,6437.08935546875,Estimated,-30.000001907348636,15.309203827306078,110.24314583936211,13.410179138183594,25.56769063183765,119.57782325344851,14.312192916870115,29.56026514725818,,,1.2077947,63.0,101.325,88 +5/30/24 22:19:18,Brian,,Pitching Wedge,65.23373074415395,-2.9035067558288574,0.7803218364715576,2.6955759525299072,1.9152541160583496,88.20911586178681,1.352200998709427,17.497163772583008,2.3118464946746826,6129.4775390625,1376.455322265625,6282.12744140625,Estimated,-12.656563758850098,,,,,,,,,,1.2077947,63.0,101.325,88 +5/30/24 22:19:53,Lauren,,Pitching Wedge,65.24144052189013,-3.9502391815185542,3.309530735015869,6.519051551818848,3.2095208168029785,87.45488029505123,1.340480522739346,22.737794876098636,5.769008636474609,4761.3798828125,812.6639404296875,4830.23388671875,Estimated,-9.685811042785645,,,,,,,,,,1.2077947,63.0,101.325,88 +5/30/24 22:20:23,Jason,,Pitching Wedge,65.19586878088285,-2.9721944332122803,7.685807228088379,5.562651634216309,-2.1231555938720703,91.70949148577164,1.4066764229187372,19.0426025390625,5.5309906005859375,5574.6826171875,3218.544677734375,6437.08935546875,Measured,-30.000001907348636,,,,,,,,,,1.2077947,63.0,101.325,88 +5/30/24 22:25:01,Jason,,Pitching Wedge,69.58959730025072,-4.249607563018799,-3.436009645462036,6.692054748535156,10.128064155578612,87.00607480525105,1.250274152756702,21.508211135864254,5.067068099975586,4171.56640625,737.576904296875,4236.2705078125,Estimated,-10.026867866516112,17.814925659434948,112.14460383082589,1.984752297401428,3.884126657258463,122.99487243983369,1.669998049736023,3.5843739686317804,,,1.2077947,63.0,101.325,88 +5/30/24 22:25:26,Lauren,,Pitching Wedge,65.33826713835106,-6.459720134735107,4.2924885749816895,4.295389652252197,0.0029010772705078,88.08040054648791,1.3480675935280213,19.04484367370605,4.065436840057373,5227.14697265625,1402.03125,5411.90869140625,Estimated,-15.014537811279297,16.106220635739305,109.8510463683324,-1.1470537185668943,-2.19935944226998,119.7062563972022,-1.593236207962036,-3.3283420418322294,,,1.2077947,63.0,101.325,88 +5/30/24 22:25:55,Jason,,Pitching Wedge,71.89611362845699,-1.976420521736145,1.2599866390228271,10.139179229736328,8.879192352294922,83.19918538349793,1.157213946409575,16.06821060180664,8.486209869384766,2864.451904296875,-261.0511169433594,2876.32275390625,Estimated,5.207252502441406,9.680702443879795,97.1852922951939,9.971766471862791,16.828890690351955,114.78810886139036,10.114002227783203,20.157616538109774,,,1.2077947,63.0,101.325,88 +5/30/24 22:26:30,Lauren,,Pitching Wedge,65.1905227092152,-3.4964346885681152,4.786198616027832,0.5102806687355042,-4.275918006896973,88.31074668949896,1.3546562141158522,22.39671897888184,1.0180387496948242,3882.0263671875,2160.3974609375,4442.6845703125,Estimated,-29.09650230407715,18.1791720841361,111.71651003886107,-8.74246597290039,-16.980202004713874,122.1463526308089,-9.565073013305664,-20.296779560565938,,,1.2077947,63.0,101.325,88 +5/30/24 22:26:56,Lauren,,Pitching Wedge,66.90673971305296,-3.601727247238159,6.816025257110596,-0.7281845808029175,-7.544209957122803,88.29758844127628,1.319711419506668,24.64582061767578,0.2547214329242706,1958.001953125,-1130.4527587890625,2260.90576171875,Estimated,30.0,19.003620586740453,119.24271896236952,7.827995300292969,16.24085725135558,134.3742091736658,8.673554420471191,20.26425618017538,,,1.2077947,63.0,101.325,88 +5/30/24 22:27:30,Lauren,,Pitching Wedge,64.42328675910267,-5.22957181930542,6.220073699951172,5.503621578216553,-0.7164521217346191,90.7908546153667,1.409286287346065,23.28675842285156,5.299098491668701,4145.99267578125,702.846923828125,4205.1455078125,Measured,-9.621559143066406,21.81311750832083,120.57258980733876,2.191959857940674,4.611497552246476,130.8111635506275,1.9018689393997192,4.341556832447679,,,1.2077947,63.0,101.325,88 +5/30/24 22:27:57,Brian,,Pitching Wedge,65.14228433230028,-1.9023780822753904,7.323250770568848,5.46272611618042,-1.860524654388428,89.12945084593775,1.3682272852342028,19.73086929321289,5.403543949127197,5853.63720703125,14.870634078979492,5853.65625,Estimated,-0.1455544233322143,17.989476005411234,112.41690579142778,5.766024112701416,11.294130775399369,121.21250275219607,5.722280502319336,12.085730496937115,,,1.2077947,63.0,101.325,88 +5/30/24 22:29:12,Brian,,8 Iron,68.04689509496029,-5.737082958221436,10.08717918395996,6.263684272766113,-3.823494911193848,98.56574093386917,1.4484972576091744,14.775347709655762,6.407310962677002,5391.73583984375,583.3917236328125,5423.20556640625,Measured,-6.175442218780518,16.246304583826713,127.0839407711128,4.319195747375488,9.570973581293517,138.2154390002961,4.091463088989258,9.861507366312026,,,1.2077947,63.0,101.325,88 +5/30/24 22:29:46,Herald,,8 Iron,69.96449644254335,-5.585349559783936,14.961408615112305,9.370680809020996,-5.590727806091309,83.75719921360542,1.1971385984659948,16.82634162902832,9.569366455078123,1198.627685546875,692.0278930664062,1384.055908203125,Estimated,-30.0,8.404825166214891,92.56155727874102,5.620995998382568,9.066194739624509,120.31676647071616,4.64785099029541,9.749518429158456,,,1.2077947,63.0,101.325,88 +5/30/24 22:30:29,Brian,,8 Iron,65.73840758949109,-4.961869239807129,19.999998092651367,7.502457618713379,-12.497540473937988,91.30028020592816,1.3888422849555515,18.10329246520996,8.665228843688965,2174.497802734375,194.0698699951172,2183.140869140625,Measured,-5.100028991699219,13.755562655255744,120.1052310004643,7.732840538024902,16.160658500120576,139.70484795620632,7.513582229614258,18.26799603918812,,,1.2077947,63.0,101.325,88 +5/30/24 22:31:12,Lauren,,8 Iron,64.75113791074955,-5.144957065582275,12.329811096191406,3.0925331115722656,-9.23727798461914,95.48274289553136,1.474611041232064,13.839947700500488,4.083069324493408,4820.802734375,1095.863037109375,4943.78955078125,Estimated,-12.806821823120115,13.098679856552394,119.0329940548536,-0.2954137027263641,-0.6140648412358445,132.368839899651,-0.7643826603889465,-1.7657419216817516,,,1.2077947,63.0,101.325,88 +5/30/24 22:31:33,Herald,,8 Iron,71.21245218099875,-2.1862123012542725,10.58265495300293,7.492717742919922,-3.089937210083008,97.78931895638198,1.3732053308294103,16.92296028137207,7.478864669799805,2283.7216796875,25.388935089111328,2283.86279296875,Measured,-0.6369510293006897,14.91613858375706,133.26111358419348,7.588273525238037,17.597612241281468,151.8113467341118,7.526733875274658,19.88558991654145,,,1.2077947,63.0,101.325,88 +5/30/24 22:32:21,Herald,,8 Iron,70.31304068883355,-6.551198959350586,10.48733901977539,9.239381790161133,-1.2479572296142578,87.82866158357137,1.2491091371265286,17.046005249023438,8.901686668395996,2309.125732421875,337.17828369140625,2333.61328125,Estimated,-8.307611465454102,11.55783673480903,109.55400561274382,7.246679782867432,13.819324500546829,127.98499193030148,6.927982807159424,15.43776838287124,,,1.2077947,63.0,101.325,88 +5/30/24 22:32:54,Lauren,,8 Iron,69.571485509166,,-4.781171798706055,7.245452404022217,12.02662467956543,104.08214450344258,1.4960460272151272,16.113204956054688,5.353325366973877,2966.2138671875,-31.472047805786133,2966.380859375,Measured,0.6078954339027405,17.663138759469575,145.98330381560845,5.818643093109131,14.799840173547636,162.15009382398057,5.8042073249816895,16.39816866215756,,,1.2077947,63.0,101.325,88 +5/30/24 22:33:36,Lauren,,8 Iron,66.89072283113728,-6.528604984283447,3.6657073497772217,2.7756834030151367,-0.890023946762085,93.24305032986194,1.393960872051719,15.178598403930664,2.738688468933105,2545.525390625,656.2378540039062,2628.75390625,Measured,-14.456114768981934,11.453417535177095,116.89412706758868,-0.817570686340332,-1.667996564761438,135.46395935053351,-1.3269219398498535,-3.137173055720353,,,1.2077947,63.0,101.325,88 +5/30/24 22:34:55,Brian,4 Hybrid,4 Hybrid,78.7167880202378,-3.1599624156951904,3.803031206130981,11.276947021484377,7.473916053771973,104.86496640710811,1.33218045406207,15.02424144744873,9.739002227783203,1737.0888671875,-332.32940673828125,1768.5928955078125,Measured,10.830612182617188,13.343854664641526,142.06549636321506,12.428749084472656,30.57609305131541,165.8776837222067,12.738277435302734,36.575624211997365,,,1.2077947,63.0,101.325,88 +5/30/24 22:35:29,Herald,4 Hybrid,4 Hybrid,75.02043812343709,-1.6869587898254397,8.210421562194824,8.186767578125,-0.0236539840698242,107.03942239193292,1.4268034827497602,12.994778633117676,7.752142429351807,1178.5386962890625,680.4295043945312,1360.859130859375,Measured,-30.0,9.378123619093117,128.19752028979565,3.268483638763428,7.309246458327664,168.68630873684742,2.132582187652588,6.277016065705709,,,1.2077947,63.0,101.325,88 +5/30/24 22:36:01,Brian,4 Hybrid,4 Hybrid,76.45578796701193,-5.389636516571045,-2.122190475463867,11.103812217712402,13.22600269317627,102.8984141574956,1.3458551261271778,15.16177463531494,8.855380058288574,1725.2872314453125,-207.93722534179688,1737.772705078125,Measured,6.872326374053955,12.967744673626155,138.19364549860802,10.585949897766112,25.38757718584202,162.61780306235232,10.772141456604004,30.39390204715733,,,1.2077947,63.0,101.325,88 +5/30/24 22:36:34,Herald,4 Hybrid,4 Hybrid,75.478288842236,-1.4067938327789309,4.331332683563232,5.055509567260742,0.7241768836975098,103.90205058078392,1.3765819572030704,14.55653953552246,4.694677352905273,2778.439453125,254.8955078125,2790.107177734375,Measured,-5.241672992706299,14.980071472993243,141.93027986690686,3.281813621520996,8.125059327606152,161.07053119135526,3.068862199783325,8.623023006718654,,,1.2077947,63.0,101.325,88 +5/30/24 22:37:46,Lauren,,7 Iron,66.89905980163894,3.4447622299194336,-4.406665325164795,4.629443168640137,9.036108016967772,50.21814287878578,0.7506554356322285,12.31317901611328,3.2513368129730225,4597.513671875,-2654.37548828125,5308.75146484375,Estimated,30.0,1.7219661441954486,28.07650481333985,6.259995937347412,3.061471508700464,42.79063111137384,7.29799222946167,5.435696268113929,,,1.2077947,63.0,101.325,88 +5/30/24 22:38:11,Jason,,7 Iron,68.14757020036313,-1.9661511182785036,4.393701076507568,5.231934070587158,0.8382329940795898,99.09147353633308,1.4540719976514298,14.516480445861816,4.847399711608887,2509.79638671875,56.72725677490234,2510.4375,Estimated,-1.2947978973388672,12.69686946983461,130.0673476668262,4.65997314453125,10.566951001160987,150.80702675011707,4.586889266967773,12.06021574649219,,,1.2077947,63.0,101.325,88 +5/30/24 22:38:33,Jason,,7 Iron,67.82614457459931,-5.184619426727295,6.092098712921143,4.797264099121094,-1.2948346138000488,92.03160403694528,1.3568750607035218,13.701143264770508,4.70286750793457,1555.979736328125,287.3843688964844,1582.296630859375,Estimated,-10.464417457580566,8.06701076726182,104.97498398662265,3.082864284515381,5.645638630889323,139.17463675721228,2.6443426609039307,6.421143534373357,,,1.2077947,63.0,101.325,88 +5/30/24 22:43:19,Brian,,7 Iron,59.68014787010179,-1.2377251386642456,1.4356646537780762,3.158289909362793,1.7226252555847168,89.48730058489127,1.4994483723409489,11.670432090759276,2.7739315032958984,2181.37060546875,1092.951416015625,2439.86083984375,Estimated,-26.612648010253903,6.200989639485215,91.87035618117444,-2.054237365722656,-3.293173477260183,126.07829415359264,-3.4149510860443115,-7.510068737091217,,,1.2077947,63.0,101.325,88 +5/30/24 22:43:44,Brian,,7 Iron,64.74883393732534,-2.0942912101745605,-4.0832295417785645,5.936387538909912,10.019617080688477,88.2465852962523,1.362906170351608,10.311171531677246,4.36536169052124,4570.3525390625,-457.653564453125,4593.208984375,Estimated,5.718267917633057,6.878253784378671,95.35120058727898,6.058869361877441,10.064307079953096,117.18127230518256,6.331189155578613,12.922260542590609,,,1.2077947,63.0,101.325,88 +5/30/24 22:44:27,Brian,,7 Iron,60.3103102013265,-1.7563588619232178,-11.992026329040527,19.93378448486328,31.925811767578125,68.61760637860561,1.1377425542920918,13.7849702835083,14.873537063598633,3905.585693359375,-306.0666198730469,3917.56005859375,Estimated,4.480905532836914,4.865916555502736,62.44891196848221,16.01717758178711,17.23125279808778,83.090336734821,16.152664184570312,23.115544143708348,,,1.2077947,63.0,101.325,88 +5/30/24 22:44:55,Lauren,,7 Iron,56.23880943180348,-5.034335136413574,5.497982025146484,2.275766134262085,-3.2222158908843994,69.07996691205153,1.2283326693787775,10.03690242767334,2.55731201171875,1138.076171875,314.66619873046875,1180.776123046875,Estimated,-15.455568313598633,2.1034483752182496,43.66561684205044,1.583503007888794,1.206669925066734,78.89949308440282,1.1352216005325315,1.5630672317779926,,,1.2077947,63.0,101.325,88 +5/30/24 22:45:26,Herald,,7 Iron,62.7324817288104,-3.8384056091308594,5.215575695037842,4.462218761444092,-0.75335693359375,88.44500007425086,1.409875675835598,15.280945777893066,4.317976951599121,2217.4619140625,-552.9599609375,2285.366943359375,Estimated,14.002058029174805,9.66318086901572,105.14627823993668,7.411692142486572,13.563675336721984,127.29384923798445,7.9144287109375,17.52766778314549,,,1.2077947,63.0,101.325,88 +5/30/24 22:45:52,Jason,,7 Iron,61.73316738900121,0.3006208539009094,1.477325677871704,6.535122394561768,5.057796478271484,88.77551786180538,1.4380522110975018,10.663006782531738,5.552951335906982,3766.161376953125,1278.3912353515625,3977.217041015625,Estimated,-18.74934196472168,6.599505865833464,94.12514090157585,0.9769871830940248,1.6050355753809953,118.42239220166176,-0.0197823401540517,-0.046023365161163,,,1.2077947,63.0,101.325,88 +5/30/24 22:46:58,Herald,,7 Iron,64.3545088857727,-4.800788402557373,8.485783576965332,2.83276104927063,-5.653022766113281,97.1871456356439,1.510183937665473,14.824010848999023,3.3886947631835938,1945.2698974609373,648.6629028320312,2050.5703125,Measured,-18.441301345825195,11.194696880996617,122.59318616427116,-0.566827654838562,-1.2126022296992858,146.1689824475252,-1.235747456550598,-3.152274984531772,,,1.2077947,63.0,101.325,88 +5/30/24 22:47:20,Jason,,7 Iron,65.24544687567777,-5.769469738006592,-0.8015714287757874,3.2574915885925293,4.059062957763672,95.81628144824208,1.468551232867109,14.585429191589355,2.57547926902771,1695.216796875,-412.23931884765625,1744.62060546875,Measured,13.66777515411377,10.108977709298529,117.8301045660064,5.232405185699463,10.745612659525024,145.5137589836795,5.721424102783203,14.506529010322993,,,1.2077947,63.0,101.325,88 +5/30/24 22:47:58,Lauren,,7 Iron,73.11751820650716,-7.494854927062988,-7.975129127502441,5.743054866790772,13.718183517456056,100.22991800464206,1.370805799528929,14.461678504943848,3.719571828842163,2578.863525390625,401.6626892089844,2609.9560546875,Estimated,-8.85279369354248,13.079600113066476,132.20148382887783,1.4069478511810305,3.2460407016135377,151.22779485506726,1.085163712501526,2.864278438278177,,,1.2077947,63.0,101.325,88 +5/30/24 22:48:21,Lauren,,7 Iron,70.22432491214931,-5.745417594909668,13.666918754577637,12.518177032470703,-1.1487417221069336,89.84140423372173,1.279348777593995,18.50710105895996,11.992815017700195,1717.98193359375,-255.2267608642578,1736.8370361328125,Measured,8.450167655944824,12.7968895026346,116.49865677929938,14.068456649780272,28.31861960353308,137.88532418624982,14.275053024291992,33.99936865448262,,,1.2077947,63.0,101.325,88 +5/30/24 22:50:14,Brian,,7 Iron,70.20018439060459,-2.65509033203125,5.805139064788818,6.46994686126709,0.6648077964782715,99.24693200982256,1.4137702467788034,14.3229341506958,6.040940761566162,3233.45703125,-22.639074325561523,3233.5361328125,Measured,0.4011503159999847,11.623026379861358,120.90297996041863,4.61048698425293,9.718464566564537,143.40361069197752,4.283999919891357,10.712338354497431,,,1.2077947,63.0,101.325,88 +5/30/24 22:50:48,Lauren,,7 Iron,70.20018439060459,-2.65509033203125,5.805139064788818,6.46994686126709,0.6648077964782715,99.24693200982256,1.4137702467788034,14.3229341506958,6.040940761566162,3233.45703125,-22.639074325561523,3233.5361328125,Estimated,0.4011503159999847,,,,,,,,,,1.2077947,63.0,101.325,88 +5/30/24 22:54:06,Herald,,Pitching Wedge,60.697859864365,-3.11834979057312,0.4494232833385467,8.300012588500977,7.850589275360107,84.64614895977775,1.3945491513033148,23.888172149658203,6.874053955078125,3855.799072265625,287.7142333984375,3866.5185546875,Estimated,-4.267421245574951,19.048819992184463,109.86872647173097,5.957101821899414,11.402631041843392,120.65638465322444,5.786688327789307,12.165236728784636,,,1.2077947,63.0,101.325,88 +5/30/24 22:54:31,Lauren,,Pitching Wedge,64.92990491538058,1.5302982330322266,10.491649627685549,6.406811237335205,-4.084838390350342,90.62877435159136,1.3957940408152858,21.094127655029297,6.575489044189453,4694.75146484375,959.5203247070312,4791.80224609375,Measured,-11.551114082336426,19.50173601520669,117.64939038030116,2.733732223510742,5.611153981359962,127.54092847438916,2.3808836936950684,5.298460618892818,,,1.2077947,63.0,101.325,88 +5/30/24 22:55:31,Brian,,Pitching Wedge,59.93659717868559,,-0.0386559478938579,13.56203269958496,13.600688934326172,71.0200490669904,1.1849196052165314,23.103368759155277,11.13532543182373,1881.7822265625,828.0714721679688,2055.919921875,Estimated,-23.75172233581543,10.792058391276328,80.8783213443021,7.170146465301514,10.09492811792984,96.6409887438449,6.433522701263428,10.828664924380746,,,1.2077947,63.0,101.325,88 +5/30/24 22:55:47,Jason,,Pitching Wedge,63.26812995023329,-0.1945623606443405,0.7445969581604004,4.868387699127197,4.123790740966797,83.27632582703427,1.3162444645122189,24.210508346557617,4.0921735763549805,1166.9471435546875,-673.7371215820312,1347.4744873046875,Estimated,29.99999618530273,15.163116653925954,108.61942149670811,9.166496276855469,17.303533466205636,128.85698230603705,9.940260887145996,22.24345990239317,,,1.2077947,63.0,101.325,88 +5/30/24 22:56:06,Brian,,Pitching Wedge,63.12858169322317,-6.495186805725098,1.102333664894104,5.1016998291015625,3.999366283416748,79.35220682416366,1.256993341142687,23.59090805053711,4.328583717346191,2450.1533203125,708.2077026367188,2550.452880859375,Estimated,-16.121742248535156,14.960839458678151,100.02801763196294,0.6218108534812927,1.0857709281357444,114.4619155426708,0.1203313022851944,0.2411053441056339,,,1.2077947,63.0,101.325,88 +5/30/24 22:56:31,Lauren,,Pitching Wedge,63.79294096332751,-1.1509246826171875,3.648799180984497,15.173998832702637,11.52519989013672,82.45759607089076,1.2925818252883647,18.46166229248047,12.920830726623535,3625.73583984375,-808.948974609375,3714.883544921875,Estimated,12.577437400817873,12.07928506046926,99.13659499534242,17.047819137573242,29.063847642832343,113.327518724328,17.406051635742188,33.90095580899606,,,1.2077947,63.0,101.325,88 +5/30/24 22:56:57,Herald,,Pitching Wedge,61.74160249170427,-5.4023284912109375,-2.209596872329712,2.102163314819336,4.311759948730469,86.46146668717847,1.400376135342383,22.457155227661133,1.4502843618392944,1720.4188232421875,-993.2841796875,1986.5684814453125,Estimated,30.0,15.438642375712677,112.59746979220564,7.989620685577393,15.650338460400803,130.71965086819455,8.891741752624512,20.20507497517019,,,1.2077947,63.0,101.325,88 +5/30/24 22:57:36,Lauren,,Gap Wedge,63.13051873754648,-2.043323040008545,4.822603225708008,3.373892307281494,-1.4487109184265137,81.52004955193752,1.2912938335077229,24.9205379486084,3.3748295307159424,4770.10400390625,2448.600341796875,5361.859375,Estimated,-27.172439575195312,18.09958033031603,98.7884496464003,-5.698907375335693,-9.809802033248843,106.79005227039944,-6.3757829666137695,-11.858926225732262,,,1.2077947,63.0,101.325,88 +5/30/24 22:57:56,Herald,,Gap Wedge,64.71282368602851,-4.152726173400879,8.793815612792969,3.5728628635406494,-5.220952987670898,83.78841378688594,1.2947729524739595,25.681615829467773,4.035174369812012,3810.613037109375,1629.61767578125,4144.4453125,Estimated,-23.15408706665039,19.869221845355924,106.31203867728618,-3.3161745071411133,-6.149709308907575,116.31462183797704,-3.955175638198853,-8.022891858934429,,,1.2077947,63.0,101.325,88 +5/30/24 22:58:22,Lauren,,Gap Wedge,63.804981357777706,,14.723066329956056,6.682012557983398,-8.041053771972656,73.86093363138389,1.1576045013980774,27.580446243286133,7.331009864807129,3307.22900390625,829.6392211914062,3409.70166015625,Estimated,-14.08241081237793,16.636359871122295,89.90812335575356,3.963682651519776,6.214856192973628,100.79450309619553,3.523700714111328,6.194998408127674,,,1.2077947,63.0,101.325,88 +5/30/24 22:58:37,Jason,,Gap Wedge,70.25498482516105,-4.211109638214111,19.999998092651367,-2.6804981231689453,-22.680496215820312,77.17706818054648,1.0985280029966835,24.054218292236328,0.3007176518440246,4169.234375,951.322998046875,4276.392578125,Estimated,-12.853516578674316,15.51063414643545,93.5908830531489,-3.534408569335937,-5.769665828630309,103.67716928004756,-3.885847568511963,-7.026047225406273,,,1.2077947,63.0,101.325,88 +5/30/24 22:58:53,Herald,,Gap Wedge,63.19604118176039,-1.8246142864227293,7.453404903411865,8.112149238586426,0.6587443351745605,80.91936954730772,1.2804499781018344,27.85979461669922,7.596126079559326,4436.580078125,1702.014404296875,4751.8515625,Estimated,-20.98841857910156,20.95696955652488,100.27738301670706,0.9783881306648254,1.7123677368340822,108.20826522711197,0.4463110864162445,0.8430802986852655,,,1.2077947,63.0,101.325,88 +5/30/24 22:59:09,Brian,,Gap Wedge,61.85017510601119,-6.850325584411621,9.66149616241455,10.828656196594238,1.1671600341796875,76.15780740414812,1.2313272722933062,30.522777557373047,10.1038179397583,3187.13671875,1500.79052734375,3522.813232421875,Estimated,-25.215274810791016,20.11479714658481,93.80046611934448,3.462153673171997,5.6646119933849945,103.38067085891907,2.758821725845337,4.9759468308947135,,,1.2077947,63.0,101.325,88 +5/30/24 22:59:26,Lauren,,Gap Wedge,68.96556609830486,-0.7815405130386353,0.8712953329086304,-1.6423285007476809,-2.513623714447021,82.21525219960404,1.192120312365925,28.634822845458984,-1.2400233745574951,4526.18359375,1092.9613037109375,4656.27587890625,Estimated,-13.575628280639648,22.63191113122798,103.36687053281184,-6.182249546051025,-11.131738107886804,111.19962358037084,-6.464262962341309,-12.519281007931,,,1.2077947,63.0,101.325,88 +5/30/24 22:59:46,Brian,,Gap Wedge,69.9283453928706,-7.005228519439697,-0.7188482880592346,5.265473365783691,5.984321594238281,77.16738295892992,1.1035207901086326,27.984600067138672,4.235231876373291,2400.392822265625,1385.8673095703125,2771.73486328125,Estimated,-30.0,17.601500362179877,96.3518994458018,-3.077207565307617,-5.172338654299779,108.85432741038584,-3.943175792694092,-7.485688717208916,,,1.2077947,63.0,101.325,88 +5/30/24 23:00:01,Herald,,Gap Wedge,75.92289598046318,-7.2158203125,-15.352256774902344,12.38642120361328,27.738677978515625,74.50933148559943,0.9813815782892752,29.29402732849121,8.25350570678711,1000.0000610351562,-577.3502197265625,1154.7005615234375,Estimated,30.0,16.09101858364295,95.33614872011005,12.87778663635254,21.247792238938477,113.45183012618509,13.549681663513184,26.580471033409594,,,1.2077947,63.0,101.325,88 +5/30/24 23:00:26,Herald,,Gap Wedge,61.02639367480424,-2.9328017234802246,6.395290374755859,6.45156192779541,0.0562715530395507,78.09924634343679,1.279761782411884,29.405906677246094,6.099682807922363,4695.927734375,716.4252319335938,4750.26318359375,Estimated,-8.674334526062012,21.20203172591846,95.77768406307769,3.7160468101501465,6.207580567601497,103.44288079329364,3.473051071166992,6.266494777180185,,,1.2077947,63.0,101.325,88 +5/30/24 23:00:44,Brian,,Gap Wedge,62.53433574771134,2.091153144836426,4.486599445343018,3.529682874679565,-0.956916570663452,81.22515802010912,1.2988889551462428,22.84913444519043,3.460756540298462,4647.31005859375,1638.209228515625,4927.59765625,Estimated,-19.417911529541016,16.32972501034476,99.1158527881462,-2.709060907363892,-4.68472104796416,108.62381023403124,-3.25551986694336,-6.1686326097607775,,,1.2077947,63.0,101.325,88 +5/30/24 23:01:13,Lauren,,Gap Wedge,60.88286039709374,,2.250322103500366,-13.30378246307373,-15.554104804992676,64.12296808987503,1.0532187165919682,34.07333755493164,-10.646453857421877,6314.65673828125,1073.865478515625,6405.31591796875,Estimated,-9.65134334564209,16.850999163207234,68.4444486272755,-14.58261775970459,-17.232654524076906,72.75485199531977,-14.654403686523438,-18.40612445436659,,,1.2077947,63.0,101.325,88 diff --git a/examples/agents_sdk/basics_of_agents_sdk/data_enrichment_process.png b/examples/agents_sdk/basics_of_agents_sdk/data_enrichment_process.png new file mode 100644 index 0000000000..f8c2fc80dd Binary files /dev/null and b/examples/agents_sdk/basics_of_agents_sdk/data_enrichment_process.png differ diff --git a/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_notebook_config.d/jupyterlab.json b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_notebook_config.d/jupyterlab.json new file mode 100644 index 0000000000..5b5dcda3a9 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_notebook_config.d/jupyterlab.json @@ -0,0 +1,7 @@ +{ + "NotebookApp": { + "nbserver_extensions": { + "jupyterlab": true + } + } +} diff --git a/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/jupyter-lsp-jupyter-server.json b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/jupyter-lsp-jupyter-server.json new file mode 100644 index 0000000000..9e37d4eca3 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/jupyter-lsp-jupyter-server.json @@ -0,0 +1,7 @@ +{ + "ServerApp": { + "jpserver_extensions": { + "jupyter_lsp": true + } + } +} diff --git a/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/jupyter_server_terminals.json b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/jupyter_server_terminals.json new file mode 100644 index 0000000000..97c80c282c --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/jupyter_server_terminals.json @@ -0,0 +1,7 @@ +{ + "ServerApp": { + "jpserver_extensions": { + "jupyter_server_terminals": true + } + } +} diff --git a/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/jupyterlab.json b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/jupyterlab.json new file mode 100644 index 0000000000..99cc0846e5 --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/jupyterlab.json @@ -0,0 +1,7 @@ +{ + "ServerApp": { + "jpserver_extensions": { + "jupyterlab": true + } + } +} diff --git a/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/notebook.json b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/notebook.json new file mode 100644 index 0000000000..09113911ac --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/notebook.json @@ -0,0 +1,7 @@ +{ + "ServerApp": { + "jpserver_extensions": { + "notebook": true + } + } +} diff --git a/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/notebook_shim.json b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/notebook_shim.json new file mode 100644 index 0000000000..1e789c3d5a --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/jupyter_server_config.d/notebook_shim.json @@ -0,0 +1,7 @@ +{ + "ServerApp": { + "jpserver_extensions": { + "notebook_shim": true + } + } +} diff --git a/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/nbconfig/notebook.d/widgetsnbextension.json b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/nbconfig/notebook.d/widgetsnbextension.json new file mode 100644 index 0000000000..7a17570d6f --- /dev/null +++ b/examples/agents_sdk/basics_of_agents_sdk/dev/etc/jupyter/nbconfig/notebook.d/widgetsnbextension.json @@ -0,0 +1,5 @@ +{ + "load_extensions": { + "jupyter-js-widgets/extension": true + } +} diff --git a/examples/agents_sdk/basics_of_agents_sdk/golfmate_agent_architecture.png b/examples/agents_sdk/basics_of_agents_sdk/golfmate_agent_architecture.png new file mode 100644 index 0000000000..8f32f54f61 Binary files /dev/null and b/examples/agents_sdk/basics_of_agents_sdk/golfmate_agent_architecture.png differ diff --git a/registry.yaml b/registry.yaml index 911f911a8e..8e4cf8066a 100644 --- a/registry.yaml +++ b/registry.yaml @@ -4,6 +4,17 @@ # should build pages for, and indicates metadata such as tags, creation date and # authors for each page. +- title: The Basics of the Agents SDK + path: examples/agents_sdk/basics_of_agents_sdk/basics_of_agent_sdk.ipynb + date: 2025-03-21 + authors: + - jhall-openai + tags: + - responses + - web-search + - file-search + - agents-sdk + - title: Automating Dispute Management with Agents SDK and Stripe API path: examples/agents_sdk/dispute_agent.ipynb date: 2025-03-17