Python Pandas add Filename Column CSV

Question

My python code works correctly in the below example. My code combines a directory of CSV files and matches the headers. However, I want to take it a step further - how do I

Answer 1

Mike's answer above works perfectly. In case any googlers run into the following error:

>>> TypeError: cannot concatenate object of type "<type 'str'>"; 
    only pd.Series, pd.DataFrame, and pd.Panel (deprecated) objs are valid

It's possibly because the separator is not correct. I was using a custom csv file so the separator was ^. Becuase of that I needed to include the separator in the pd.read_csv call.

import os

for csv in globbed_files:
    frame = pd.read_csv(csv, sep='^')
    frame['filename'] = os.path.basename(csv)
    data.append(frame)

Answer 2

This should work:

import os

for csv in globbed_files:
    frame = pd.read_csv(csv)
    frame['filename'] = os.path.basename(csv)
    data.append(frame)

frame['filename'] creates a new column named filename and os.path.basename() turns a path like /a/d/c.txt into the filename c.txt.