Twitter Hashtag Scraper

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This is one of the primary tools that I ask my students to use when working on their papers. While doing research for my class, obtaining large sets of data quickly and effortlessly is the key to staying on track and making the right conclusions.

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Great software! I love how I can extract tweets by combining multiple hashtags and filter out by number of retweets to get rid of the noise and find the needle in a haystack! 😎


About this bot

In short: This online tool extracts tweets with a certain #hashtag that had been posted during the past 7 days.

Click here to view the example data output file. 

Twitter hashtag scraper video tutorial

Watch the video process of extracting tweets by their hashtags:

How to scrape tweets by hashtag?

  • Create a free account on Botster
  • Sign in and head to this bot's start page
  • Select the number of tweets to scrape (up to 10 000)
  • Select tweet language from the dropdown list
  • Tune the search to filter by tweets' metrics: filter by total like and retweet numbers
  • Finally, input your hashtags. Each hashtag must go on a new line. However, if you want several hashtags in each tweet, specify them on a single line
  • All done, now click the "Start this bot" button!

That's it! You now need to wait for the bot to finish scraping.

Data output


You can set the bot to notify you by Email, Slack or Telegram.

Downloading your files

You can view the extracted data online or download the tweets as a CSV, Excel or JSON file. 

To use this bot you need to register or log in first.

Frequently asked questions

Yes, to do that you will need to input several hashtags on a single line in the input form.