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Showing content from http://pandas.pydata.org/pandas-docs/version/0.20/generated/pandas.Series.str.get_dummies.html below:

pandas.Series.str.get_dummies — pandas 0.20.3 documentation

Split each string in the Series by sep and return a frame of dummy/indicator variables.

sep : string, default “|”

String to split on.

dummies : DataFrame

See also

pandas.get_dummies

Examples

>>> Series(['a|b', 'a', 'a|c']).str.get_dummies()
   a  b  c
0  1  1  0
1  1  0  0
2  1  0  1

>>> Series(['a|b', np.nan, 'a|c']).str.get_dummies()
   a  b  c
0  1  1  0
1  0  0  0
2  1  0  1

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