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lakshay-arora/pandas_loc1.py

Last active February 5, 2020 11:02
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pandas_loc1.py
# importing pandas and numpy
import pandas as pd
import numpy as np
# crete a sample dataframe
data = pd.DataFrame({
'age' : [ 10, 22, 13, 21, 12, 11, 17],
'section' : [ 'A', 'B', 'C', 'B', 'B', 'A', 'A'],
'city' : [ 'Gurgaon', 'Delhi', 'Mumbai', 'Delhi', 'Mumbai', 'Delhi', 'Mumbai'],
'gender' : [ 'M', 'F', 'F', 'M', 'M', 'M', 'F'],
'favourite_color' : [ 'red', np.NAN, 'yellow', np.NAN, 'black', 'green', 'red']
})
# view the data
data
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