[英]Pandas set_index doesn't drop the column
I run the following code function on my dataframe:我在我的数据帧上运行以下代码函数:
del dfname["Unnamed: 0"]
dfname["date"] = pd.to_datetime(dfname["date"])
dfname.set_index(dfname["date"], drop=True, inplace=True)
But the column does not drop (I know that the default is drop=True
)但是该列不会下降(我知道默认值是
drop=True
)
The output dataframe looks like this .输出数据帧看起来像这样。 I'm using Python 3.6
我正在使用 Python 3.6
Change column of DataFrame to column name, also drop = True
is default, so is possible remove it:将 DataFrame 的列更改为列名,
drop = True
也是默认值,因此可以将其删除:
dfname.set_index(dfname["date"], drop = True, inplace = True)
to:到:
dfname.set_index("date", inplace = True)
Sample :样品:
rng = pd.date_range('2017-04-03', periods=10)
dfname = pd.DataFrame({'date': rng, 'a': range(10)})
dfname.set_index("date", inplace = True)
print (dfname)
a
date
2017-04-03 0
2017-04-04 1
2017-04-05 2
2017-04-06 3
2017-04-07 4
2017-04-08 5
2017-04-09 6
2017-04-10 7
2017-04-11 8
2017-04-12 9
EDIT:编辑:
If input is file, use read_csv
with parameters index_col
and parse_dates
for DatetimeIndex
:如果输入是文件,
read_csv
与参数index_col
和parse_dates
用于DatetimeIndex
:
df = pd.read_csv(file, index_col=['date'], parse_dates=['date'])
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