Joining Multiple Dataframes with Pandas with overlapping Column Names?

Question

I have multiple (more than 2) dataframes I would like to merge. They all share the same value column:

In [431]: [x.head() for x in data]
Out[431]: 
[                 


        

Answer 1

In [65]: pd.concat(data, axis=1)
Out[65]:
                     AvgStatisticData  AvgStatisticData  AvgStatisticData  AvgStatisticData
2012-10-14 14:00:00         39.335996         47.854712         54.171233         65.813114
2012-10-14 15:00:00         40.210110         55.041512         48.718387         71.397868
2012-10-14 16:00:00         48.282816         55.488026         59.978616         76.213973
2012-10-14 17:00:00         40.593039         51.688483         50.984514         72.729002
2012-10-14 18:00:00         40.952014         57.916672         54.924745         73.196415