[英]Conversion of dates in the dataframe column into MM/DD/YYYY
I have 4 dataframes named df1
, df2
, df3
, df4
with one column Date
. 我有4个名为
df1
, df2
, df3
, df4
数据df1
,其中有一列Date
。 The column consist of dates with different format. 该列由不同格式的日期组成。
df1
has date column of type int64, df2
has date column of type object, df3
has date column has type object, df4
has date column of type object. df1
日期列的类型为int64, df2
日期列的类型为object, df3
日期列的类型为object, df4
日期列的类型为object。 Below are the dataframe and its data. 以下是数据框及其数据。
df1:
Date
0 20160301
1 20160301
2 20160301
3 20160301
df2:
Date
0 01/03/2016
1 01/03/2016
2 01/03/2016
df3:
Date
0 31-Mar-16
1 31-Mar-16
2 31-Mar-16
df4:
Date
0 25/02/2016
1 25/02/2016
2 25/02/2016
I want to convert these dates in the form as mm/dd/yyyy
of type date
. 我想将这些日期转换为
date
类型的mm/dd/yyyy
形式。 Can anyone help me on this? 谁可以帮我这个事?
I think you can use to_datetime
and dt.strftime
, but type
is not datetime
, but string
: 我认为您可以使用
to_datetime
和dt.strftime
,但type
不是datetime
,而是string
:
df1['Date'] = pd.to_datetime(df1['Date'], format='%Y%m%d').dt.strftime('%m/%d/%Y')
df2['Date'] = pd.to_datetime(df2['Date']).dt.strftime('%m/%d/%Y')
df3['Date'] = pd.to_datetime(df3['Date']).dt.strftime('%m/%d/%Y')
df4['Date'] = pd.to_datetime(df4['Date']).dt.strftime('%m/%d/%Y')
print df1
print df2
print df3
print df4
Date
0 03/01/2016
1 03/01/2016
2 03/01/2016
3 03/01/2016
Date
0 01/03/2016
1 01/03/2016
2 01/03/2016
Date
0 03/31/2016
1 03/31/2016
2 03/31/2016
Date
0 02/25/2016
1 02/25/2016
2 02/25/2016
print type(df1.at[0,'Date'])
<type 'str'>
If you want datetime
, format is YY-MM-DD
: 如果需要
datetime
,格式为YY-MM-DD
:
df1['Date'] = pd.to_datetime(df1['Date'], format='%Y%m%d')
df2['Date'] = pd.to_datetime(df2['Date'])
df3['Date'] = pd.to_datetime(df3['Date'])
df4['Date'] = pd.to_datetime(df4['Date'])
print df1
print df2
print df3
print df4
Date
0 2016-03-01
1 2016-03-01
2 2016-03-01
3 2016-03-01
Date
0 2016-01-03
1 2016-01-03
2 2016-01-03
Date
0 2016-03-31
1 2016-03-31
2 2016-03-31
Date
0 2016-02-25
1 2016-02-25
2 2016-02-25
print type(df1.at[0,'Date'])
<class 'pandas.tslib.Timestamp'>
More info about formating datetime
is here . 有关格式化
datetime
更多信息在这里 。
声明:本站的技术帖子网页,遵循CC BY-SA 4.0协议,如果您需要转载,请注明本站网址或者原文地址。任何问题请咨询:yoyou2525@163.com.