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docs/notebooks/base_sequence_quality.ipynb

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{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "76af9b7e",
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"metadata": {},
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"source": [
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"# Team Z6\n",
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"- Mariusz Paluch\n",
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"- Bartłomiej Ściseł\n",
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"- Jakub Winter"
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]
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},
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{
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"cell_type": "markdown",
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"id": "83d7ccd7",
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"id": "58b40aa6",
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"/home/jwinter/TBD/proj2/polars-bio/venv/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
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" from .autonotebook import tqdm as notebook_tqdm\n",
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"INFO:polars_bio:Creating BioSessionContext\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"import pandas as pd\n",
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"\n",
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},
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{
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"cell_type": "code",
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"id": "0420c240",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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" pos avg q1 median q3 lower upper\n",
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"88 0 32.548723 31.0 34.0 34.0 26.5 38.5\n",
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"46 1 32.719772 31.0 34.0 34.0 26.5 38.5\n",
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"99 2 32.789697 31.0 34.0 34.0 26.5 38.5\n",
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"75 3 36.162011 37.0 37.0 37.0 37.0 37.0\n",
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"84 4 36.122733 37.0 37.0 37.0 37.0 37.0\n",
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".. ... ... ... ... ... ... ...\n",
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"19 96 32.998462 34.0 35.0 35.0 32.5 36.5\n",
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"64 97 32.922582 33.0 35.0 35.0 30.0 38.0\n",
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"70 98 32.883908 33.0 35.0 35.0 30.0 38.0\n",
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"80 99 32.836223 33.0 35.0 35.0 30.0 38.0\n",
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"51 100 31.190304 30.0 34.0 35.0 22.5 42.5\n",
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" pos avg q1 median q3 lower upper\n",
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"46 0 30.135 31.0 33.0 34.0 26.5 38.5\n",
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"14 1 31.210 31.0 34.0 34.0 26.5 38.5\n",
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"54 2 32.015 31.0 34.0 34.0 26.5 38.5\n",
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"99 3 35.690 35.0 37.0 37.0 32.0 40.0\n",
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"7 4 35.680 35.0 37.0 37.0 32.0 40.0\n",
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".. ... ... ... ... ... ... ...\n",
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"95 96 31.315 32.0 34.0 35.0 27.5 39.5\n",
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"62 97 30.670 31.0 34.0 35.0 25.0 41.0\n",
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"67 98 31.550 32.0 34.0 35.0 27.5 39.5\n",
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"53 99 31.250 32.0 34.0 35.0 27.5 39.5\n",
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"55 100 31.105 31.0 34.0 35.0 25.0 41.0\n",
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"\n",
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"[101 rows x 7 columns]\n"
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]
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},
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"└─────┴────────┴──────┴────────┴──────┴───────┴───────┘"
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"└─────┴────────┴──────┴────────┴──────┴───────┴───────┘"
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"200rows [00:00, 211459.74rows/s]\n"
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"└─────┴────────┴──────┴────────┴──────┴───────┴───────┘"
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"INFO:polars_bio:Table: example registered for path: ./example.fastq\n",
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"200rows [00:00, 182877.87rows/s]"
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"200rows [00:00, 177236.59rows/s]"
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"└─────┴────────┴──────┴────────┴──────┴───────┴───────┘"
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"INFO:polars_bio:Table: example registered for path: ./example.fastq\n",
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"200rows [00:00, 74651.67rows/s]"
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