okay actually the final push

homework_answer_key.ipynb

@@ -2,19 +2,20 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "separated-component",
+   "id": "handled-greensboro",
    "metadata": {},
    "source": [
     "<h1>SI 564 Final Project: Trails in U.S. National Parks</h1>\n",
     "<p>Haley Johnson</p>\n",
     "\n",
-    "<p>Solution key to homework assignment. I used starter code from <a href = \"https://gist.github.com/mlhess/be7841fda8baba5645f6aad807b50083\">here</a> to connect to SQL.</p>"
+    "<p>Solution key to homework assignment. I used starter code from <a href = \"https://gist.github.com/mlhess/be7841fda8baba5645f6aad807b50083\">here</a> to connect to SQL.</p>\n",
+    "<p>Many of these problems can be solved in multiple ways. This is just one set of sample solutions.</p>"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "considerable-celebrity",
+   "id": "atmospheric-africa",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -26,7 +27,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "intelligent-bride",
+   "id": "smooth-locator",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -36,7 +37,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "wound-telling",
+   "id": "backed-committee",
    "metadata": {},
    "source": [
     "<h4>Question 1</h4>\n",
@@ -46,7 +47,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "peaceful-active",
+   "id": "increasing-journalist",
    "metadata": {},
    "outputs": [
     {
@@ -71,7 +72,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "qualified-mumbai",
+   "id": "cooperative-youth",
    "metadata": {},
    "source": [
     "<h4>Question 2</h4>\n",
@@ -81,7 +82,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "julian-recording",
+   "id": "saved-placement",
    "metadata": {},
    "outputs": [
     {
@@ -117,7 +118,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "figured-homework",
+   "id": "tough-network",
    "metadata": {},
    "source": [
     "<h4>Question 3</h4>\n",
@@ -127,7 +128,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "distinct-force",
+   "id": "geological-language",
    "metadata": {},
    "outputs": [
     {
@@ -156,7 +157,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "exterior-travel",
+   "id": "valued-mechanics",
    "metadata": {},
    "source": [
     "<h4>Question 4</h4>\n",
@@ -166,7 +167,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "promising-mirror",
+   "id": "marked-wallpaper",
    "metadata": {},
    "outputs": [
     {
@@ -212,7 +213,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "decreased-aside",
+   "id": "beautiful-establishment",
    "metadata": {},
    "source": [
     "<h4>Question 5</h4>\n",
@@ -222,7 +223,7 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "dominican-innocent",
+   "id": "smooth-publication",
    "metadata": {},
    "outputs": [
     {
@@ -247,7 +248,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "median-howard",
+   "id": "surrounded-grace",
    "metadata": {},
    "source": [
     "<h4>Question 6</h4>\n",
@@ -257,7 +258,7 @@
   {
    "cell_type": "code",
    "execution_count": 8,
-   "id": "antique-anaheim",
+   "id": "dated-final",
    "metadata": {},
    "outputs": [
     {
@@ -306,7 +307,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "connected-frederick",
+   "id": "meaning-companion",
    "metadata": {},
    "source": [
     "<h4>Question 7</h4>\n",
@@ -316,7 +317,7 @@
   {
    "cell_type": "code",
    "execution_count": 9,
-   "id": "narrow-letter",
+   "id": "adverse-princeton",
    "metadata": {},
    "outputs": [
     {
@@ -345,7 +346,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "pressing-trash",
+   "id": "future-strike",
    "metadata": {},
    "source": [
     "<h4>Question 8</h4>\n",
@@ -355,7 +356,7 @@
   {
    "cell_type": "code",
    "execution_count": 10,
-   "id": "anticipated-disclosure",
+   "id": "alleged-shadow",
    "metadata": {},
    "outputs": [
     {
@@ -422,19 +423,19 @@
   },
   {
    "cell_type": "markdown",
-   "id": "portuguese-narrow",
+   "id": "logical-adams",
    "metadata": {},
    "source": [
     "<h4>Question 9</h4>\n",
     "<p>Give me a list of trails and the parks they're located in that have high difficulty ratings (greater than or equal to 5), but are frequently used by visitors.</p>\n",
     "\n",
-    "<p><b>Note:</b> there is some ambiguity in how answers can define \"frequently used.\" This sample solution conside"
+    "<p><b>Note:</b> there is some ambiguity in how answers can define \"frequently used.\" This sample solution considers frequent usage to mean that the trail has the highest visitor usage rating possible, but any interpretation that's logical and well-explained should receive full credit.</p>"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 11,
-   "id": "expensive-liberty",
+   "id": "technical-summit",
    "metadata": {},
    "outputs": [
     {
@@ -487,15 +488,15 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "logical-mozambique",
+   "id": "split-thunder",
    "metadata": {},
    "outputs": [],
    "source": []
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "compressed-amino",
+   "id": "entitled-automation",
    "metadata": {},
    "outputs": [],
    "source": []