pandas date to string

Question

i have a datetime pandas.Series. One column called "dates". I want to get 'i' element in loop like string.

s.apply(lambda x: x.strftime('%Y.%m.%d')) or astype(str).tail(1).reset_index()['date'] or many other solutions don't work.

I just want a string like '2016-09-16' (first datetime element in series) and not what is currently returned, which is:

 ss = series_of_dates.astype(str).tail(1).reset_index()['date']
"lol = %s" % ss

lol = 0 2016-09-16\nName: date, dtype: object

I need just:

lol = 2016-09-16

because I need

some string % a , b , s ,d

..... without even '/n' in a, b ,s ...

can you post some sample data and desired output? For example an output of print(s.head(10))... — MaxU - stand with Ukraine
– MaxU - stand with Ukraine, Commented Sep 19, 2016 at 17:35

jezrael · Accepted Answer · 2016-09-19 17:19:39Z

I think you can use strftime for convert datetime column to string column:

import pandas as pd

start = pd.to_datetime('2015-02-24 10:00')
rng = pd.date_range(start, periods=10)

df = pd.DataFrame({'dates': rng, 'a': range(10)})  
print (df)
   a               dates
0  0 2015-02-24 10:00:00
1  1 2015-02-25 10:00:00
2  2 2015-02-26 10:00:00
3  3 2015-02-27 10:00:00
4  4 2015-02-28 10:00:00
5  5 2015-03-01 10:00:00
6  6 2015-03-02 10:00:00
7  7 2015-03-03 10:00:00
8  8 2015-03-04 10:00:00
9  9 2015-03-05 10:00:00

s = df.dates
print (s.dt.strftime('%Y.%m.%d'))
0    2015.02.24
1    2015.02.25
2    2015.02.26
3    2015.02.27
4    2015.02.28
5    2015.03.01
6    2015.03.02
7    2015.03.03
8    2015.03.04
9    2015.03.05
Name: dates, dtype: object

Loop with Series.iteritems:

for idx, val in s.dt.strftime('%Y.%m.%d').iteritems():
    print (val)

    2015.02.24
2015.02.25
2015.02.26
2015.02.27
2015.02.28
2015.03.01
2015.03.02
2015.03.03
2015.03.04
2015.03.05

Thanos · Accepted Answer · 2016-09-19 17:10:42Z

2

In order to extract the value, you can try:

ss = series_of_dates.astype(str).tail(1).reset_index().loc[0, 'date']

using loc will give you the contents just fine.

answered Sep 19, 2016 at 17:10

Thanos

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