如何有效地连接数据框列表？

Question

I have a function crawl that input an integer and output a dataframe. To concatenate dataframes df1, df2, df3 , we can use pandas.concat([df1, df2, df3]) . I would like to ask of there is an efficient way to concatenate df1,..., df17 without writing a long list df1 = crawl(1),..., df17 = crawl(17) .

Thank you so much!

Answer 1

How about:

pd.concat([crawl(i) for i in range(1,18)])

Answer 2

You can do this:

df_list = [crawl(i) for i in range(1,18)]

final_df = pd.concat(df_list)

Answer 3

you could also use eval to dynamically generate your object names.

df_list = pd.concat([eval(f'df{i}') for i in range(1,18)])