Created
May 20, 2020 09:57
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corona/change_data_type
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"<class 'pandas.core.frame.DataFrame'>\n", | |
"RangeIndex: 770 entries, 0 to 769\n", | |
"Data columns (total 8 columns):\n", | |
"Sno 770 non-null int64\n", | |
"Date 770 non-null object\n", | |
"Province/State 585 non-null object\n", | |
"Country 770 non-null object\n", | |
"Last Update 770 non-null object\n", | |
"Confirmed 770 non-null int64\n", | |
"Deaths 770 non-null int64\n", | |
"Recovered 770 non-null int64\n", | |
"dtypes: int64(4), object(4)\n", | |
"memory usage: 48.2+ KB\n" | |
] | |
} | |
], | |
"source": [ | |
"# Change the data type of the Confirmed, Deaths and Recovered columns to integers\n", | |
"\n", | |
"df['Confirmed'] = df['Confirmed'].astype(int)\n", | |
"df['Deaths'] = df['Deaths'].astype(int)\n", | |
"df['Recovered'] = df['Recovered'].astype(int)\n", | |
"\n", | |
"# Check if it was successful\n", | |
"\n", | |
"df.info()" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"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": "3.7.2" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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