Concatenate a list of pandas dataframes together

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北恋
北恋 2020-11-29 19:44

I have a list of Pandas dataframes that I would like to combine into one Pandas dataframe. I am using Python 2.7.10 and Pandas 0.16.2

I created the list of datafram

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  •  北荒
    北荒 (楼主)
    2020-11-29 20:01

    concat also works nicely with a list comprehension pulled using the "loc" command against an existing dataframe

    df = pd.read_csv('./data.csv') # ie; Dataframe pulled from csv file with a "userID" column
    
    review_ids = ['1','2','3'] # ie; ID values to grab from DataFrame
    
    # Gets rows in df where IDs match in the userID column and combines them 
    
    dfa = pd.concat([df.loc[df['userID'] == x] for x in review_ids])
    

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