{ "cells": [ { "cell_type": "code", "execution_count": 3, "id": "16c86730-6982-4338-a98c-49f0c5b603ba", "metadata": {}, "outputs": [], "source": [ "from functools import cache\n", "import pandas as pd\n", "\n", "@cache\n", "def get_dataset_for(year):\n", " return pd.read_csv(f\"datasets/sinac{year}DatosAbiertos.csv\")" ] }, { "cell_type": "code", "execution_count": 14, "id": "d03c787f-f963-4eff-8294-63bc7b073d04", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/05/y38rqjl55hjb_hbnypxzgrsw0000gn/T/ipykernel_48786/301737641.py:6: DtypeWarning: Columns (5,6,7,54,60) have mixed types. Specify dtype option on import or set low_memory=False.\n", " return pd.read_csv(f\"datasets/sinac{year}DatosAbiertos.csv\")\n" ] } ], "source": [ "df = get_dataset_for(2015)" ] }, { "cell_type": "code", "execution_count": 15, "id": "f793f126-f1a6-417c-8801-b39fdd9b740d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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edo_capturaedo_nac_madrempo_nac_madrefecha_nac_madreedad_madremadre_se_considera_indigenamadre_habla_lengua_indigenalengua_indigena_habladaestado_conyugalentidad_residencia_madre...localidad_nacimientocertificado_porunidad_medica_certificoclues_certificoentidad_certificomunicipio_certificolocalidad_certificofecha_certificacionfecha_capturatipo_formato
0MEXICOMEXICONAUCALPAN DE JUAREZ16/09/199420NaNNaNNaNUNIÓN LIBREMEXICO...NAUCALPAN DE JUAREZMÉDICO GINECO-OBSTETRANO APLICA9997MEXICONAUCALPAN DE JUAREZNAUCALPAN DE JUAREZ07/08/201508/11/20152010
1MEXICODISTRITO FEDERALMIGUEL HIDALGO09/09/199519NaNNaNNaNSOLTERAMEXICO...NAUCALPAN DE JUAREZMÉDICO GINECO-OBSTETRANO APLICA9997MEXICONAUCALPAN DE JUAREZNAUCALPAN DE JUAREZ06/08/201508/11/20152010
2MEXICOMEXICONAUCALPAN DE JUAREZ08/08/199321NaNNaNNaNCASADAMEXICO...NAUCALPAN DE JUAREZMÉDICO GINECO-OBSTETRANO APLICA9997MEXICONAUCALPAN DE JUAREZNAUCALPAN DE JUAREZ06/08/201508/11/20152010
3MEXICOMEXICOTLALNEPANTLA DE BAZ13/07/199025NaNNaNNaNUNIÓN LIBREMEXICO...NAUCALPAN DE JUAREZMÉDICO GINECO-OBSTETRANO APLICA9997MEXICONAUCALPAN DE JUAREZNAUCALPAN DE JUAREZ06/08/201508/11/20152010
4MEXICOHIDALGOTENANGO DE DORIA02/01/198332NaNNaNNaNUNIÓN LIBREMEXICO...NAUCALPAN DE JUAREZMÉDICO GINECO-OBSTETRANO APLICA9997MEXICONAUCALPAN DE JUAREZNAUCALPAN DE JUAREZ07/08/201508/11/20152010
..................................................................
2145194MEXICOMEXICOSAN FELIPE DEL PROGRESO18/09/198925NaNNaNNaNUNIÓN LIBREMEXICO...NAUCALPAN DE JUAREZMÉDICO GINECO-OBSTETRANO APLICA9997MEXICONAUCALPAN DE JUAREZNAUCALPAN DE JUAREZ04/08/201508/11/20152010
2145195MEXICOMEXICONAUCALPAN DE JUAREZ07/08/198826NaNNaNNaNSOLTERAMEXICO...NAUCALPAN DE JUAREZMÉDICO GINECO-OBSTETRANO APLICA9997MEXICONAUCALPAN DE JUAREZNAUCALPAN DE JUAREZ04/08/201508/11/20152010
2145196MEXICOMEXICOHUIXQUILUCAN13/03/198827NaNNaNNaNCASADAMEXICO...NAUCALPAN DE JUAREZMÉDICO GINECO-OBSTETRANO APLICA9997MEXICONAUCALPAN DE JUAREZNAUCALPAN DE JUAREZ05/08/201508/11/20152010
2145197MEXICOMEXICONAUCALPAN DE JUAREZ26/05/199817NaNNaNNaNUNIÓN LIBREMEXICO...NAUCALPAN DE JUAREZMÉDICO GINECO-OBSTETRANO APLICA9997MEXICONAUCALPAN DE JUAREZNAUCALPAN DE JUAREZ05/08/201508/11/20152010
2145198MEXICOMEXICOATIZAPAN27/01/199619NaNNaNNaNUNIÓN LIBREMEXICO...NAUCALPAN DE JUAREZMÉDICO GINECO-OBSTETRANO APLICA9997MEXICONAUCALPAN DE JUAREZNAUCALPAN DE JUAREZ06/08/201508/11/20152010
\n", "

2145199 rows × 61 columns

\n", "
" ], "text/plain": [ " edo_captura edo_nac_madre mpo_nac_madre \\\n", "0 MEXICO MEXICO NAUCALPAN DE JUAREZ \n", "1 MEXICO DISTRITO FEDERAL MIGUEL HIDALGO \n", "2 MEXICO MEXICO NAUCALPAN DE JUAREZ \n", "3 MEXICO MEXICO TLALNEPANTLA DE BAZ \n", "4 MEXICO HIDALGO TENANGO DE DORIA \n", "... ... ... ... \n", "2145194 MEXICO MEXICO SAN FELIPE DEL PROGRESO \n", "2145195 MEXICO MEXICO NAUCALPAN DE JUAREZ \n", "2145196 MEXICO MEXICO HUIXQUILUCAN \n", "2145197 MEXICO MEXICO NAUCALPAN DE JUAREZ \n", "2145198 MEXICO MEXICO ATIZAPAN \n", "\n", " fecha_nac_madre edad_madre madre_se_considera_indigena \\\n", "0 16/09/1994 20 NaN \n", "1 09/09/1995 19 NaN \n", "2 08/08/1993 21 NaN \n", "3 13/07/1990 25 NaN \n", "4 02/01/1983 32 NaN \n", "... ... ... ... \n", "2145194 18/09/1989 25 NaN \n", "2145195 07/08/1988 26 NaN \n", "2145196 13/03/1988 27 NaN \n", "2145197 26/05/1998 17 NaN \n", "2145198 27/01/1996 19 NaN \n", "\n", " madre_habla_lengua_indigena lengua_indigena_hablada estado_conyugal \\\n", "0 NaN NaN UNIÓN LIBRE \n", "1 NaN NaN SOLTERA \n", "2 NaN NaN CASADA \n", "3 NaN NaN UNIÓN LIBRE \n", "4 NaN NaN UNIÓN LIBRE \n", "... ... ... ... \n", "2145194 NaN NaN UNIÓN LIBRE \n", "2145195 NaN NaN SOLTERA \n", "2145196 NaN NaN CASADA \n", "2145197 NaN NaN UNIÓN LIBRE \n", "2145198 NaN NaN UNIÓN LIBRE \n", "\n", " entidad_residencia_madre ... localidad_nacimiento \\\n", "0 MEXICO ... NAUCALPAN DE JUAREZ \n", "1 MEXICO ... NAUCALPAN DE JUAREZ \n", "2 MEXICO ... NAUCALPAN DE JUAREZ \n", "3 MEXICO ... NAUCALPAN DE JUAREZ \n", "4 MEXICO ... NAUCALPAN DE JUAREZ \n", "... ... ... ... \n", "2145194 MEXICO ... NAUCALPAN DE JUAREZ \n", "2145195 MEXICO ... NAUCALPAN DE JUAREZ \n", "2145196 MEXICO ... NAUCALPAN DE JUAREZ \n", "2145197 MEXICO ... NAUCALPAN DE JUAREZ \n", "2145198 MEXICO ... NAUCALPAN DE JUAREZ \n", "\n", " certificado_por unidad_medica_certifico clues_certifico \\\n", "0 MÉDICO GINECO-OBSTETRA NO APLICA 9997 \n", "1 MÉDICO GINECO-OBSTETRA NO APLICA 9997 \n", "2 MÉDICO GINECO-OBSTETRA NO APLICA 9997 \n", "3 MÉDICO GINECO-OBSTETRA NO APLICA 9997 \n", "4 MÉDICO GINECO-OBSTETRA NO APLICA 9997 \n", "... ... ... ... \n", "2145194 MÉDICO GINECO-OBSTETRA NO APLICA 9997 \n", "2145195 MÉDICO GINECO-OBSTETRA NO APLICA 9997 \n", "2145196 MÉDICO GINECO-OBSTETRA NO APLICA 9997 \n", "2145197 MÉDICO GINECO-OBSTETRA NO APLICA 9997 \n", "2145198 MÉDICO GINECO-OBSTETRA NO APLICA 9997 \n", "\n", " entidad_certifico municipio_certifico localidad_certifico \\\n", "0 MEXICO NAUCALPAN DE JUAREZ NAUCALPAN DE JUAREZ \n", "1 MEXICO NAUCALPAN DE JUAREZ NAUCALPAN DE JUAREZ \n", "2 MEXICO NAUCALPAN DE JUAREZ NAUCALPAN DE JUAREZ \n", "3 MEXICO NAUCALPAN DE JUAREZ NAUCALPAN DE JUAREZ \n", "4 MEXICO NAUCALPAN DE JUAREZ NAUCALPAN DE JUAREZ \n", "... ... ... ... \n", "2145194 MEXICO NAUCALPAN DE JUAREZ NAUCALPAN DE JUAREZ \n", "2145195 MEXICO NAUCALPAN DE JUAREZ NAUCALPAN DE JUAREZ \n", "2145196 MEXICO NAUCALPAN DE JUAREZ NAUCALPAN DE JUAREZ \n", "2145197 MEXICO NAUCALPAN DE JUAREZ NAUCALPAN DE JUAREZ \n", "2145198 MEXICO NAUCALPAN DE JUAREZ NAUCALPAN DE JUAREZ \n", "\n", " fecha_certificacion fecha_captura tipo_formato \n", "0 07/08/2015 08/11/2015 2010 \n", "1 06/08/2015 08/11/2015 2010 \n", "2 06/08/2015 08/11/2015 2010 \n", "3 06/08/2015 08/11/2015 2010 \n", "4 07/08/2015 08/11/2015 2010 \n", "... ... ... ... \n", "2145194 04/08/2015 08/11/2015 2010 \n", "2145195 04/08/2015 08/11/2015 2010 \n", "2145196 05/08/2015 08/11/2015 2010 \n", "2145197 05/08/2015 08/11/2015 2010 \n", "2145198 06/08/2015 08/11/2015 2010 \n", "\n", "[2145199 rows x 61 columns]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df" ] }, { "cell_type": "code", "execution_count": null, "id": "3a0a131b-b6d5-490c-afe8-b38e01f67afa", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 5 }