K and M to int in pandas

In [31]: df.Val = (df.Val.replace(r'[KM]+$', '', regex=True).astype(float) * \
   ....:           df.Val.str.extract(r'[\d\.]+([KM]+)', expand=False)
   ....:             .fillna(1)
   ....:             .replace(['K','M'], [10**3, 10**6]).astype(int))

In [32]: df
Out[32]:
         Date        Val
0  2016-09-23      100.0
1  2016-09-22  9600000.0
2  2016-09-21    54200.0
3  2016-09-20   115300.0
4  2016-09-19    18900.0
5  2016-09-16   176100.0
6  2016-09-15    31600.0
7  2016-09-14    10000.0
8  2016-09-13  3200000.0

Source: stackoverflow.com

Similar codes

1 vote307 views1 answer
Add padding to 2d matrix \np
Python
0 vote287 views1 answer
Remove first 2 rows in pandas
Python
0 vote307 views1 answer
Remove last comma forloop django
Python Django
0 vote320 views1 answer
Python get number of days
Python
2 votes290 views2 answers
Python randomize a dataframe pandas
Python
0 vote300 views1 answer
Pandas copy data from a column to another
Python
0 vote307 views1 answer
Rectangle function numpy
Python
23 votes320 views2 answers
Smp meaning
Python
114 votes313 views6 answers
Amc price
Python
0 vote288 views4 answers
How to open a dataset in netcdf4
Python