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- {
- "cells": [
- {
- "cell_type": "code",
- "execution_count": 12,
- "metadata": {},
- "outputs": [],
- "source": [
- "import pandas as pd\n",
- "\n",
- "FemPreg_names = [\n",
- " \"caseid\", \"nbrnaliv\", \n",
- " \"babysex\", \"birthwgt_lb\",\n",
- " \"birthwgt_oz\", \"prglength\", \n",
- " \"outcome\", \"birthord\",\n",
- " \"agepreg\", \"finalwgt\"\n",
- "]\n",
- "\n",
- "FemPreg_colspecs = [\n",
- " (0, 12), (21, 22), \n",
- " (55, 56), (57, 58), \n",
- " (57, 59), (274, 276), \n",
- " (276, 277), (278, 279), \n",
- " (283, 285), (422, 439)\n",
- "]\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 15,
- "metadata": {
- "scrolled": true
- },
- "outputs": [
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- "<table border=\"1\" class=\"dataframe\">\n",
- " <thead>\n",
- " <tr style=\"text-align: right;\">\n",
- " <th></th>\n",
- " <th>caseid</th>\n",
- " <th>nbrnaliv</th>\n",
- " <th>babysex</th>\n",
- " <th>birthwgt_lb</th>\n",
- " <th>birthwgt_oz</th>\n",
- " <th>prglength</th>\n",
- " <th>outcome</th>\n",
- " <th>birthord</th>\n",
- " <th>agepreg</th>\n",
- " <th>finalwgt</th>\n",
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- "text/plain": [
- " caseid nbrnaliv babysex birthwgt_lb birthwgt_oz prglength outcome \\\n",
- "0 1 1.0 1.0 8.0 81.0 39 1 \n",
- "1 1 1.0 2.0 7.0 71.0 39 1 \n",
- "2 2 3.0 1.0 9.0 9.0 39 1 \n",
- "3 2 1.0 2.0 7.0 7.0 39 1 \n",
- "4 2 1.0 2.0 6.0 6.0 39 1 \n",
- "\n",
- " birthord agepreg finalwgt \n",
- "0 1.0 33.0 6448.271112 \n",
- "1 2.0 39.0 6448.271112 \n",
- "2 1.0 14.0 12999.542264 \n",
- "3 2.0 17.0 12999.542264 \n",
- "4 3.0 18.0 12999.542264 "
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "FemPreg_data = pd.read_fwf(\n",
- " '2002FemPreg.dat', \n",
- " names = FemPreg_names, \n",
- " colspecs = FemPreg_colspecs\n",
- ")\n",
- "\n",
- "display(FemPreg_data.head())"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3",
- "language": "python",
- "name": "python3"
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- }
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