{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Index(['HeartDisease', 'BMI', 'Smoking', 'AlcoholDrinking', 'Stroke',\n", " 'PhysicalHealth', 'MentalHealth', 'DiffWalking', 'Sex', 'AgeCategory',\n", " 'Race', 'Diabetic', 'PhysicalActivity', 'GenHealth', 'SleepTime',\n", " 'Asthma', 'KidneyDisease', 'SkinCancer'],\n", " dtype='object')\n" ] }, { "data": { "text/html": [ "
\n", " | HeartDisease | \n", "BMI | \n", "Smoking | \n", "AlcoholDrinking | \n", "Stroke | \n", "PhysicalHealth | \n", "MentalHealth | \n", "DiffWalking | \n", "Sex | \n", "AgeCategory | \n", "Race | \n", "Diabetic | \n", "PhysicalActivity | \n", "GenHealth | \n", "SleepTime | \n", "Asthma | \n", "KidneyDisease | \n", "SkinCancer | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "No | \n", "16.60 | \n", "Yes | \n", "No | \n", "No | \n", "3.0 | \n", "30.0 | \n", "No | \n", "Female | \n", "55-59 | \n", "White | \n", "Yes | \n", "Yes | \n", "Very good | \n", "5.0 | \n", "Yes | \n", "No | \n", "Yes | \n", "
1 | \n", "No | \n", "20.34 | \n", "No | \n", "No | \n", "Yes | \n", "0.0 | \n", "0.0 | \n", "No | \n", "Female | \n", "80 or older | \n", "White | \n", "No | \n", "Yes | \n", "Very good | \n", "7.0 | \n", "No | \n", "No | \n", "No | \n", "
2 | \n", "No | \n", "26.58 | \n", "Yes | \n", "No | \n", "No | \n", "20.0 | \n", "30.0 | \n", "No | \n", "Male | \n", "65-69 | \n", "White | \n", "Yes | \n", "Yes | \n", "Fair | \n", "8.0 | \n", "Yes | \n", "No | \n", "No | \n", "
3 | \n", "No | \n", "24.21 | \n", "No | \n", "No | \n", "No | \n", "0.0 | \n", "0.0 | \n", "No | \n", "Female | \n", "75-79 | \n", "White | \n", "No | \n", "No | \n", "Good | \n", "6.0 | \n", "No | \n", "No | \n", "Yes | \n", "
4 | \n", "No | \n", "23.71 | \n", "No | \n", "No | \n", "No | \n", "28.0 | \n", "0.0 | \n", "Yes | \n", "Female | \n", "40-44 | \n", "White | \n", "No | \n", "Yes | \n", "Very good | \n", "8.0 | \n", "No | \n", "No | \n", "No | \n", "
5 | \n", "Yes | \n", "28.87 | \n", "Yes | \n", "No | \n", "No | \n", "6.0 | \n", "0.0 | \n", "Yes | \n", "Female | \n", "75-79 | \n", "Black | \n", "No | \n", "No | \n", "Fair | \n", "12.0 | \n", "No | \n", "No | \n", "No | \n", "
6 | \n", "No | \n", "21.63 | \n", "No | \n", "No | \n", "No | \n", "15.0 | \n", "0.0 | \n", "No | \n", "Female | \n", "70-74 | \n", "White | \n", "No | \n", "Yes | \n", "Fair | \n", "4.0 | \n", "Yes | \n", "No | \n", "Yes | \n", "
7 | \n", "No | \n", "31.64 | \n", "Yes | \n", "No | \n", "No | \n", "5.0 | \n", "0.0 | \n", "Yes | \n", "Female | \n", "80 or older | \n", "White | \n", "Yes | \n", "No | \n", "Good | \n", "9.0 | \n", "Yes | \n", "No | \n", "No | \n", "
8 | \n", "No | \n", "26.45 | \n", "No | \n", "No | \n", "No | \n", "0.0 | \n", "0.0 | \n", "No | \n", "Female | \n", "80 or older | \n", "White | \n", "No, borderline diabetes | \n", "No | \n", "Fair | \n", "5.0 | \n", "No | \n", "Yes | \n", "No | \n", "
9 | \n", "No | \n", "40.69 | \n", "No | \n", "No | \n", "No | \n", "0.0 | \n", "0.0 | \n", "Yes | \n", "Male | \n", "65-69 | \n", "White | \n", "No | \n", "Yes | \n", "Good | \n", "10.0 | \n", "No | \n", "No | \n", "No | \n", "