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Python-for-Geeks/Chapter6/mypandas/operations/pandas3.py
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2021-03-13 19:25:45 +04:00

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Python

# pandas3.py
import pandas as pd
weekly_data = {'day':['Monday','Tuesday', 'Wednesday', 'Thursday',
'Friday', 'Saturday', 'Sunday'],
'temp':[40, 33, 42, 31, 41, 40, 30],
'condition':['Sunny','Cloudy','Sunny','Rain','Sunny',
'Cloudy','Rain']
}
df = pd.DataFrame(weekly_data)
df.index = ['MON', 'TUE','WED','THU','FRI','SAT','SUN']
#Provide row with label TUE
print(df.loc['TUE'])
#Provide two rows with label TUE and WED
print(df.loc[['TUE','WED']])
#provide a temp value from row with label FRI
print(df.loc['FRI','temp'])
#Provide a row with index 2
print(df.iloc[2])
#provide a value from a location with
# row index 2 and column index 2
print(df.iloc[2,2])