{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"mount_file_id":"1zjGmEneyudVmLpMURkhYqWDBrUogGwUu","authorship_tag":"ABX9TyMQ03TKrT9EBnOTfoqQ+JR4"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","source":["#Ingresemos las librerias a usar\n","import numpy as np\n","import pandas as pd\n","import matplotlib.pyplot as plt\n","import seaborn as sns\n","import os\n","\n"],"metadata":{"id":"AFIv32VltwMo","executionInfo":{"status":"ok","timestamp":1720198148840,"user_tz":300,"elapsed":424,"user":{"displayName":"Lucho Sykes","userId":"12121905281867821086"}}},"execution_count":2,"outputs":[]},{"cell_type":"code","source":["covid = pd.read_csv('covid.csv')"],"metadata":{"id":"W_6dDRbi5K69","executionInfo":{"status":"ok","timestamp":1720198151067,"user_tz":300,"elapsed":2,"user":{"displayName":"Lucho Sykes","userId":"12121905281867821086"}}},"execution_count":3,"outputs":[]},{"cell_type":"code","source":["covid.columns"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"exM1Jg2j5RWV","executionInfo":{"status":"ok","timestamp":1720198158915,"user_tz":300,"elapsed":429,"user":{"displayName":"Lucho Sykes","userId":"12121905281867821086"}},"outputId":"1797bc73-9a6e-4f0b-8047-efe8004e5ccd"},"execution_count":6,"outputs":[{"output_type":"execute_result","data":{"text/plain":["Index(['BreathingProblem', 'Fever', 'DryCough', 'Sorethroat', 'RunningNose',\n"," 'Asthma', 'ChronicLungDisease', 'Headache', 'HeartDisease', 'Diabetes',\n"," 'HyperTension', 'Fatigue', 'Gastrointestinal', 'Abroadtravel',\n"," 'ContactwithCOVIDPatient', 'AttendedLargeGathering',\n"," 'VisitedPublicExposedPlaces', 'FamilyworkinginPublicExposedPlaces',\n"," 'WearingMasks', 'SanitizationfromMarket', 'COVID-19'],\n"," dtype='object')"]},"metadata":{},"execution_count":6}]},{"cell_type":"code","source":["#Modificar los nombres de las columnas para no tener espacios en blanco\n","covid.columns = covid.columns.str.replace(' ', '')"],"metadata":{"id":"E1zH9MNL5T0t","executionInfo":{"status":"ok","timestamp":1720198156511,"user_tz":300,"elapsed":462,"user":{"displayName":"Lucho Sykes","userId":"12121905281867821086"}}},"execution_count":5,"outputs":[]},{"cell_type":"code","source":["covid.isnull().sum()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"QcrRyn8T5ZFF","executionInfo":{"status":"ok","timestamp":1720198163742,"user_tz":300,"elapsed":409,"user":{"displayName":"Lucho Sykes","userId":"12121905281867821086"}},"outputId":"66bac1d6-7690-40c9-805e-1a9823be7be5"},"execution_count":7,"outputs":[{"output_type":"execute_result","data":{"text/plain":["BreathingProblem 0\n","Fever 0\n","DryCough 0\n","Sorethroat 0\n","RunningNose 0\n","Asthma 0\n","ChronicLungDisease 0\n","Headache 0\n","HeartDisease 0\n","Diabetes 0\n","HyperTension 0\n","Fatigue 0\n","Gastrointestinal 0\n","Abroadtravel 0\n","ContactwithCOVIDPatient 0\n","AttendedLargeGathering 0\n","VisitedPublicExposedPlaces 0\n","FamilyworkinginPublicExposedPlaces 0\n","WearingMasks 0\n","SanitizationfromMarket 0\n","COVID-19 0\n","dtype: int64"]},"metadata":{},"execution_count":7}]},{"cell_type":"code","source":["covid"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":461},"id":"crlly1TW5ru-","executionInfo":{"status":"ok","timestamp":1720198361903,"user_tz":300,"elapsed":5,"user":{"displayName":"Lucho Sykes","userId":"12121905281867821086"}},"outputId":"360ceb61-6a23-4721-c943-f888c04c122f","collapsed":true},"execution_count":14,"outputs":[{"output_type":"execute_result","data":{"text/plain":[" BreathingProblem Fever DryCough Sorethroat RunningNose Asthma \\\n","0 1 1 1 1 1 0 \n","1 1 1 1 1 0 1 \n","2 1 1 1 1 1 1 \n","3 1 1 1 0 0 1 \n","4 1 1 1 1 1 0 \n","... ... ... ... ... ... ... \n","5429 1 1 0 1 1 1 \n","5430 1 1 1 0 1 1 \n","5431 1 1 1 0 0 0 \n","5432 1 1 1 0 1 0 \n","5433 1 1 1 0 1 1 \n","\n"," ChronicLungDisease Headache HeartDisease Diabetes ... Fatigue \\\n","0 0 0 0 1 ... 1 \n","1 1 1 0 0 ... 1 \n","2 1 1 0 1 ... 1 \n","3 0 0 1 1 ... 0 \n","4 1 1 1 1 ... 0 \n","... ... ... ... ... ... ... \n","5429 1 0 0 0 ... 1 \n","5430 0 1 0 1 ... 1 \n","5431 0 0 1 0 ... 0 \n","5432 0 1 1 0 ... 0 \n","5433 0 1 0 1 ... 1 \n","\n"," Gastrointestinal Abroadtravel ContactwithCOVIDPatient \\\n","0 1 0 1 \n","1 0 0 0 \n","2 1 1 0 \n","3 0 1 0 \n","4 1 0 1 \n","... ... ... ... \n","5429 1 0 0 \n","5430 0 0 0 \n","5431 0 0 0 \n","5432 0 0 0 \n","5433 0 0 0 \n","\n"," AttendedLargeGathering VisitedPublicExposedPlaces \\\n","0 0 1 \n","1 1 1 \n","2 0 0 \n","3 1 1 \n","4 0 1 \n","... ... ... \n","5429 0 0 \n","5430 0 0 \n","5431 0 0 \n","5432 0 0 \n","5433 0 0 \n","\n"," FamilyworkinginPublicExposedPlaces WearingMasks \\\n","0 1 0 \n","1 0 0 \n","2 0 0 \n","3 0 0 \n","4 0 0 \n","... ... ... \n","5429 0 0 \n","5430 0 0 \n","5431 0 0 \n","5432 0 0 \n","5433 0 0 \n","\n"," SanitizationfromMarket COVID-19 \n","0 0 1 \n","1 0 1 \n","2 0 1 \n","3 0 1 \n","4 0 1 \n","... ... ... \n","5429 0 1 \n","5430 0 1 \n","5431 0 0 \n","5432 0 0 \n","5433 0 0 \n","\n","[5434 rows x 21 columns]"],"text/html":["\n","
\n"," | BreathingProblem | \n","Fever | \n","DryCough | \n","Sorethroat | \n","RunningNose | \n","Asthma | \n","ChronicLungDisease | \n","Headache | \n","HeartDisease | \n","Diabetes | \n","... | \n","Fatigue | \n","Gastrointestinal | \n","Abroadtravel | \n","ContactwithCOVIDPatient | \n","AttendedLargeGathering | \n","VisitedPublicExposedPlaces | \n","FamilyworkinginPublicExposedPlaces | \n","WearingMasks | \n","SanitizationfromMarket | \n","COVID-19 | \n","
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5434 rows × 21 columns
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