Describe the summary statistics of DataFrame in Pandas
Summary statistics:
import pandas as pd df = pd.DataFrame([[10, 20, 30, 40], [7, 14, 21, 28], [55, 15, 8, 12], [15, 14, 1, 8], [7, 1, 1, 8], [5, 4, 9, 2]], columns=['Apple', 'Orange', 'Banana', 'Pear'], index=['Basket1', 'Basket2', 'Basket3', 'Basket4', 'Basket5', 'Basket6']) print("\n----------- Describe DataFrame -----------\n") print(df.describe()) print("\n----------- Describe Column -----------\n") print(df[['Apple']].describe())
C:\pandas>python example.py ----------- Describe DataFrame ----------- Apple Orange Banana Pear count 6.000000 6.000000 6.000000 6.000000 mean 16.500000 11.333333 11.666667 16.333333 std 19.180719 7.257180 11.587349 14.555640 min 5.000000 1.000000 1.000000 2.000000 25% 7.000000 6.500000 2.750000 8.000000 50% 8.500000 14.000000 8.500000 10.000000 75% 13.750000 14.750000 18.000000 24.000000 max 55.000000 20.000000 30.000000 40.000000 ----------- Describe Column ----------- Apple count 6.000000 mean 16.500000 std 19.180719 min 5.000000 25% 7.000000 50% 8.500000 75% 13.750000 max 55.000000 C:\pandas>
2018-10-23T07:33:16+05:30
2018-10-23T07:33:16+05:30
Amit Arora
Amit Arora
Python Programming Tutorial
Python
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