Difference between map, applymap and apply methods in Pandas

Straight from Wes McKinney’s Python for Data Analysis book, pg. 132 (I highly recommended this book): Another frequent operation is applying a function on 1D arrays to each column or row. DataFrame’s apply method does exactly this: In [116]: frame = DataFrame(np.random.randn(4, 3), columns=list(‘bde’), index=[‘Utah’, ‘Ohio’, ‘Texas’, ‘Oregon’]) In [117]: frame Out[117]: b d e … Read more

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