Pandas: how to convert a cell with multiple values to multiple rows?

Question

I have a DataFrame like this:

Name asn  count
Org1 asn1,asn2 1
org2 asn3      2
org3 asn4,asn5 5

I would like to convert my DataFrame to look l

Answer 1

As an alternative:

import pandas as pd
from StringIO import StringIO

ctn = '''Name asn count
Org1 asn1,asn2 1
org2 asn3      2
org3 asn4,asn5 5'''

df = pd.read_csv(StringIO(ctn), sep='\s*', engine='python')
s = df['asn'].str.split(',').apply(pd.Series, 1).stack()
s.index = s.index.droplevel(-1)
s.name = 'asn'
del df['asn']
df = df.join(s)

print df

Result:

   Name  count   asn
0  Org1      1  asn1
0  Org1      1  asn2
1  org2      2  asn3
2  org3      5  asn4
2  org3      5  asn5