Python Pandas Apply

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Best In Python Pandas Apply Applymap Map Differences. Have you been struggling with technical differences between apply families methods? In this video, get your doubts clear with practical examples.
Note: Single square bracket selection returns "Series" object
Double square bracket selection returns "DataFrame" object

Data:
ipl_data = {'Team': ['Riders', 'Riders', 'Devils', 'Devils', 'Kings', 'Kings', 'Kings', 'Kings',
'Riders', 'Royals', 'Royals','Riders'],
'Rank': [1, 2, 2, 3, 3,4 ,1 ,1,2 , 4,1,2],
'Year': [2014,2015,2014,2015,2014,2015,2016,2017,2016,2014,2015,2017],
'Points':[876,789,863,673,741,812,756,788,694,701,804,690]}

Content of the video:
00:00 Introduction
01:40 pandas apply vs. applymap
03:30 panda apply()
05:40 pandas applymap()
07:50 python map()

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