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bio-performx/pdf_generation.ipynb
T

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{
"cells": [
{
"cell_type": "code",
"execution_count": 8,
"id": "6eee3ddd",
"metadata": {},
"outputs": [],
"source": [
"import camelot\n",
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "d95cd8b1",
"metadata": {},
"outputs": [],
"source": [
"tables = camelot.read_pdf('data/KM6479696509 _ Keirstyn_Moran_SingleViewWithExplanation_2025-07-29.pdf')"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "759fd46e",
"metadata": {},
"outputs": [],
"source": [
"all_dfs = []\n",
"\n",
"# Append each table's dataframe to the list\n",
"for table in tables:\n",
" all_dfs.append(table.df)\n",
"\n",
"# Concatenate all dataframes into one\n",
"combined_df = pd.concat(all_dfs, ignore_index=True)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "e9c3b9f0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" 0 1 2 3 \\\n",
"0 ← FM →\\nLow Fat\\nHigh Fat\\nBody Composition Ch... \n",
"1 \n",
"2 \n",
"3 \n",
"4 \n",
"5 \n",
"6 \n",
"\n",
" 4 5 \n",
"0 muscle mass in a coordinate system. A d... \n",
"1 \n",
"2 \n",
"3 \n",
"4 \n",
"5 \n",
"6 \n"
]
}
],
"source": [
"print(combined_df)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "6bbc907f",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "report_generation",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.3"
}
},
"nbformat": 4,
"nbformat_minor": 5
}