I have a Python Pandas DataFrame like this:
Name
Jim, Mr. Jones
Sara, Miss. Baker
Leila, Mrs. Jacob
Ramu, Master. Kuttan
I would like to ext
In [157]: df['Title'] = df.Name.str.extract(r',\s*([^\.]*)\s*\.', expand=False)
In [158]: df
Out[158]:
Name Title
0 Jim, Mr. Jones Mr
1 Sara, Miss. Baker Miss
2 Leila, Mrs. Jacob Mrs
3 Ramu, Master. Kuttan Master
or
In [163]: df['Title'] = df.Name.str.split(r'\s*,\s*|\s*\.\s*').str[1]
In [164]: df
Out[164]:
Name Title
0 Jim, Mr. Jones Mr
1 Sara, Miss. Baker Miss
2 Leila, Mrs. Jacob Mrs
3 Ramu, Master. Kuttan Master