Notice: This page requires JavaScript to function properly.
Please enable JavaScript in your browser settings or update your browser.
Learn Ways to Scrape Table | Tables
Web Scraping with Python (res)

bookWays to Scrape Table

There are a lot of different ways to scrap tables. The method depends on the structure of the table.

You can apply string methods. As you remember, the function find_all() looks through a tag’s descendants and retrieves all descendants that match the parameter. If we apply it to the tag <tr> the result will be a list of contents of each <tr> tag.

1
rows = html.find_all('tr')
copy

You can also do it using XPath:

rows = html.xpath('//tr')

Then we can clean the data and convert it to the DataFrame. This method can be useful if the table has a complex and confusing structure.

question mark

To get tags we can use:

Select the correct answer

Everything was clear?

How can we improve it?

Thanks for your feedback!

SectionΒ 4. ChapterΒ 2

Ask AI

expand

Ask AI

ChatGPT

Ask anything or try one of the suggested questions to begin our chat

Suggested prompts:

Ask me questions about this topic

Summarize this chapter

Show real-world examples

Awesome!

Completion rate improved to 4.76

bookWays to Scrape Table

Swipe to show menu

There are a lot of different ways to scrap tables. The method depends on the structure of the table.

You can apply string methods. As you remember, the function find_all() looks through a tag’s descendants and retrieves all descendants that match the parameter. If we apply it to the tag <tr> the result will be a list of contents of each <tr> tag.

1
rows = html.find_all('tr')
copy

You can also do it using XPath:

rows = html.xpath('//tr')

Then we can clean the data and convert it to the DataFrame. This method can be useful if the table has a complex and confusing structure.

question mark

To get tags we can use:

Select the correct answer

Everything was clear?

How can we improve it?

Thanks for your feedback!

SectionΒ 4. ChapterΒ 2
some-alt