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 vote205 views1 answer
Python template generics
Python
0 vote212 views1 answer
Python event start from file funcion
Python
-1 vote243 views1 answer
Random forest classifier in python
Python
2 votes202 views1 answer
When did guido van rossum create python
Python
15 votes203 views4 answers
Django python install
Python
0 vote202 views1 answer
Python tex box
Python
11 votes227 views4 answers
Get count of values in column pandas
Python
1 vote198 views1 answer
Pyo example
Python
66 votes232 views6 answers
Python delete folder and contents
Python
0 vote217 views2 answers
Scikit learn decistion tree
Python