Scrape tables into dataframe with BeautifulSoup

Question

I\'m trying to scrape the data from the coins catalog.

There is one of the pages. I need to scrape this data into Dataframe

So far I have this code:

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Answer 1

Just a head's up... This part of Rakesh's code means that only HTML rows containing text will be included in the dataframe, as the rows don't get appended if row is an empty list:

if row:
    res.append(row)

Problematic in my use case, where I wanted to compare row indexing for the HTML and dataframe tables later on. I just needed to change it to:

res.append(row)

Also, if a cell in the row is empty, it doesn't get included. This then messes up the columns. So I changed

row = [tr.text.strip() for tr in td if tr.text.strip()]

to

row = [d.text.strip() for d in td]

But, otherwise, it's working for me. Thanks :)