KaggleのNotebook上でのエラーです。

前提・実現したいこと

"Pythonではじめるスタートブック"のサンプルコードのエラーです。

発生している問題・エラーメッセージ

Ptyhon
1TypeError                                 Traceback (most recent call last)
2<ipython-input-21-271b7fe4efde> in <module>
3----> 1 data['Sex'].replace(['male','female'], [0, 1], inplace=True)
4
5/opt/conda/lib/python3.6/site-packages/pandas/core/series.py in replace(self, to_replace, value, inplace, limit, regex, method)
6   4365             limit=limit,
7   4366             regex=regex,
8-> 4367             method=method,
9   4368         )
10   4369 
11
12/opt/conda/lib/python3.6/site-packages/pandas/core/generic.py in replace(self, to_replace, value, inplace, limit, regex, method)
13   6734                         dest_list=value,
14   6735                         inplace=inplace,
15-> 6736                         regex=regex,
16   6737                     )
17   6738 
18
19/opt/conda/lib/python3.6/site-packages/pandas/core/internals/managers.py in replace_list(self, src_list, dest_list, inplace, regex)
20    610             return _compare_or_regex_search(values, s, regex)
21    611 
22--> 612         masks = [comp(s, regex) for i, s in enumerate(src_list)]
23    613 
24    614         result_blocks = []
25
26/opt/conda/lib/python3.6/site-packages/pandas/core/internals/managers.py in <listcomp>(.0)
27    610             return _compare_or_regex_search(values, s, regex)
28    611 
29--> 612         masks = [comp(s, regex) for i, s in enumerate(src_list)]
30    613 
31    614         result_blocks = []
32
33/opt/conda/lib/python3.6/site-packages/pandas/core/internals/managers.py in comp(s, regex)
34    608                     maybe_convert_objects(values), s.asm8, regex
35    609                 )
36--> 610             return _compare_or_regex_search(values, s, regex)
37    611 
38    612         masks = [comp(s, regex) for i, s in enumerate(src_list)]
39
40/opt/conda/lib/python3.6/site-packages/pandas/core/internals/managers.py in _compare_or_regex_search(a, b, regex)
41   1965         raise TypeError(
42   1966             "Cannot compare types {a!r} and {b!r}".format(
43-> 1967                 a=type_names[0], b=type_names[1]
44   1968             )
45   1969         )
46
47TypeError: Cannot compare types 'ndarray(dtype=int64)' and 'str'
48
49### 該当のソースコード
50
51```python
52import numpy as np
53import pandas as pd
54!ls ../input/titanic
55
56train = pd.read_csv('../input/titanic/train.csv')
57test = pd.read_csv('../input/titanic/test.csv')
58gender_submission = pd.read_csv('../input/titanic/gender_submission.csv')
59
60gender_submission.head()
61
62train.tail()
63
64test.tail()
65
66data = pd.concat([train,test], sort=False)
67
68data.tail()
69
70print(len(train), len(test), len(data))
71
72data.isnull().sum()
73
74data['Sex'].replace(['male','female'], [0, 1], inplace=True)