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删除python pandas.DataFrame 的多重index实例

更新时间:2020-06-05 09:36:01 作者:startmvc
如下dataframe想要删除多层indextop1000[:10]namesexbirthsyearpropyearsex1880F0MaryF706518800.0776431AnnaF260418800

如下dataframe想要删除多层index


top1000[:10] 

name sex births year prop
year sex
1880 F 0 Mary F 7065 1880 0.077643
1 Anna F 2604 1880 0.028618
2 Emma F 2003 1880 0.022013
3 Elizabeth F 1939 1880 0.021309
4 Minnie F 1746 1880 0.019188
5 Margaret F 1578 1880 0.017342
6 Ida F 1472 1880 0.016177
7 Alice F 1414 1880 0.015540
8 Bertha F 1320 1880 0.014507
9 Sarah F 1288 1880 0.014155


top1000.index = top1000.index.droplevel()
top1000.index = top1000.index.droplevel()
top1000[:10]
name sex births year prop
0 Mary F 7065 1880 0.077643
1 Anna F 2604 1880 0.028618
2 Emma F 2003 1880 0.022013
3 Elizabeth F 1939 1880 0.021309
4 Minnie F 1746 1880 0.019188
5 Margaret F 1578 1880 0.017342
6 Ida F 1472 1880 0.016177
7 Alice F 1414 1880 0.015540
8 Bertha F 1320 1880 0.014507
9 Sarah F 1288 1880 0.014155
Out[484]:

name sex births year prop
0 Mary F 7065 1880 0.077643
1 Anna F 2604 1880 0.028618
2 Emma F 2003 1880 0.022013
3 Elizabeth F 1939 1880 0.021309
4 Minnie F 1746 1880 0.019188
5 Margaret F 1578 1880 0.017342
6 Ida F 1472 1880 0.016177
7 Alice F 1414 1880 0.015540
8 Bertha F 1320 1880 0.014507
9 Sarah F 1288 1880 0.014155

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python pandas DataFrame index