initial commit (readmi is ready)
This commit is contained in:
parent
fb9187321e
commit
fc325b01ff
@ -1,2 +1,9 @@
|
||||
# AIM-PIbd-31-Bakalskaya-E-D
|
||||
|
||||
в Readme файле должны быть обязательно указаны ваша группа, ФИО, вариант и ссылка на dataset согласно варианту.
|
||||
|
||||
Группа: ПИбд-31
|
||||
ФИО: Бакальская Елена Дмитриевна
|
||||
Вариант: 4
|
||||
Ссылка на датасет: https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset
|
||||
|
||||
|
||||
5111
csv/option4.csv
Normal file
5111
csv/option4.csv
Normal file
File diff suppressed because it is too large
Load Diff
187
lab_1/lab1.ipynb
Normal file
187
lab_1/lab1.ipynb
Normal file
@ -0,0 +1,187 @@
|
||||
{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 11,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import pandas as pd\n",
|
||||
"data_base = pd.read_csv(\"csv/option4.csv\")"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 19,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/html": [
|
||||
"<div>\n",
|
||||
"<style scoped>\n",
|
||||
" .dataframe tbody tr th:only-of-type {\n",
|
||||
" vertical-align: middle;\n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .dataframe tbody tr th {\n",
|
||||
" vertical-align: top;\n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .dataframe thead th {\n",
|
||||
" text-align: right;\n",
|
||||
" }\n",
|
||||
"</style>\n",
|
||||
"<table border=\"1\" class=\"dataframe\">\n",
|
||||
" <thead>\n",
|
||||
" <tr style=\"text-align: right;\">\n",
|
||||
" <th></th>\n",
|
||||
" <th>id</th>\n",
|
||||
" <th>gender</th>\n",
|
||||
" <th>age</th>\n",
|
||||
" <th>hypertension</th>\n",
|
||||
" <th>heart_disease</th>\n",
|
||||
" <th>ever_married</th>\n",
|
||||
" <th>work_type</th>\n",
|
||||
" <th>Residence_type</th>\n",
|
||||
" <th>avg_glucose_level</th>\n",
|
||||
" <th>bmi</th>\n",
|
||||
" <th>smoking_status</th>\n",
|
||||
" <th>stroke</th>\n",
|
||||
" </tr>\n",
|
||||
" </thead>\n",
|
||||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td>9046</td>\n",
|
||||
" <td>Male</td>\n",
|
||||
" <td>67.0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" <td>Yes</td>\n",
|
||||
" <td>Private</td>\n",
|
||||
" <td>Urban</td>\n",
|
||||
" <td>228.69</td>\n",
|
||||
" <td>36.6</td>\n",
|
||||
" <td>formerly smoked</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1</th>\n",
|
||||
" <td>51676</td>\n",
|
||||
" <td>Female</td>\n",
|
||||
" <td>61.0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>Yes</td>\n",
|
||||
" <td>Self-employed</td>\n",
|
||||
" <td>Rural</td>\n",
|
||||
" <td>202.21</td>\n",
|
||||
" <td>NaN</td>\n",
|
||||
" <td>never smoked</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td>31112</td>\n",
|
||||
" <td>Male</td>\n",
|
||||
" <td>80.0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" <td>Yes</td>\n",
|
||||
" <td>Private</td>\n",
|
||||
" <td>Rural</td>\n",
|
||||
" <td>105.92</td>\n",
|
||||
" <td>32.5</td>\n",
|
||||
" <td>never smoked</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td>60182</td>\n",
|
||||
" <td>Female</td>\n",
|
||||
" <td>49.0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>Yes</td>\n",
|
||||
" <td>Private</td>\n",
|
||||
" <td>Urban</td>\n",
|
||||
" <td>171.23</td>\n",
|
||||
" <td>34.4</td>\n",
|
||||
" <td>smokes</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>4</th>\n",
|
||||
" <td>1665</td>\n",
|
||||
" <td>Female</td>\n",
|
||||
" <td>79.0</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" <td>0</td>\n",
|
||||
" <td>Yes</td>\n",
|
||||
" <td>Self-employed</td>\n",
|
||||
" <td>Rural</td>\n",
|
||||
" <td>174.12</td>\n",
|
||||
" <td>24.0</td>\n",
|
||||
" <td>never smoked</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" id gender age hypertension heart_disease ever_married \\\n",
|
||||
"0 9046 Male 67.0 0 1 Yes \n",
|
||||
"1 51676 Female 61.0 0 0 Yes \n",
|
||||
"2 31112 Male 80.0 0 1 Yes \n",
|
||||
"3 60182 Female 49.0 0 0 Yes \n",
|
||||
"4 1665 Female 79.0 1 0 Yes \n",
|
||||
"\n",
|
||||
" work_type Residence_type avg_glucose_level bmi smoking_status \\\n",
|
||||
"0 Private Urban 228.69 36.6 formerly smoked \n",
|
||||
"1 Self-employed Rural 202.21 NaN never smoked \n",
|
||||
"2 Private Rural 105.92 32.5 never smoked \n",
|
||||
"3 Private Urban 171.23 34.4 smokes \n",
|
||||
"4 Self-employed Rural 174.12 24.0 never smoked \n",
|
||||
"\n",
|
||||
" stroke \n",
|
||||
"0 1 \n",
|
||||
"1 1 \n",
|
||||
"2 1 \n",
|
||||
"3 1 \n",
|
||||
"4 1 "
|
||||
]
|
||||
},
|
||||
"execution_count": 19,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"data_base.head()"
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "venv",
|
||||
"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": "3.12.6"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
Loading…
Reference in New Issue
Block a user