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Python Pandas Web Scraping

Time:10-31

I'm trying to turn a list of tables on this page into a Pandas DataFrame: enter image description here

CodePudding user response:

A minimal change to your code: pd.read_html returns a list of dataframes for all tables found on the webpage.

Since there is only one table on your page, data1 is a list of 1 dataframe. This is where the error Must pass 2-d input. shape=(1, 38, 12) comes from – data1 contains 1 dataframe of shape (38, 12).

You probably want to do just:

data2 = data1[0]
data2.to_csv(...)

(Also, no need to sleep after reading from the webpage)

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