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Python-for-Geeks/Chapter6/mypandas/advance/pandastrick5.py
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2021-03-13 19:25:45 +04:00

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Python

# pandastrick5.py
import pandas as pd
import numpy as np
pd.set_option('display.max_columns', None)
weekly_data = {'day':['Monday','Tuesday', 'Wednesday', 'Thursday',
'Friday', 'Saturday', 'Sunday'],
'temp':[40, 33, 42, 31, 41, 40, 30],
'condition':['Sunny','Cloudy','Sunny','Rainy','Sunny',
'Cloudy','Rainy']
}
df = pd.DataFrame(weekly_data)
print(df.describe())
print(df.describe(include="all"))
print(df.describe(percentiles=np.arange(0, 1, 0.1)))
print(df.groupby('condition').describe(percentiles=np.arange(0, 1, 0.1)))