Twitter Trends Scraper: Filter Any X Account by Keyword

Twitter Trends Scraper - Pull the latest tweets of any public X account, keep only the ones that match your keywords or like count, no login.

What does Twitter Trends Scraper do?

Keyword, hashtag and minimum-likes filter on any public X timeline, with an engagementScore and hashtag/mention/link lists in every row, using the public embed timeline so no login or cookies are needed.

• Handles or profile links in bulk
• Keyword and hashtag filter on the account's latest tweets
• Minimum likes and no-retweets switches
• engagementScore plus hashtags, mentions, links and media URLs per tweet
• Works without any X login

Who uses Twitter Trends Scraper, and for what

• Marketers - see which of a competitor's tweets got the most likes
• Journalists - watch what an account says about a topic
• Researchers - export hashtags and mentions from a set of accounts

Why this Twitter Trends Scraper?

Whole-platform keyword search is behind X's login so it cannot be offered honestly. This Twitter Trends Scraper checks every run and tells you plainly when a page could not be read, instead of returning empty or wrong rows.

Data you get from Twitter Trends Scraper

Every result is one flat row with these fields (values from a real run):

Field	Example
id	2114801524358406570
url	https://x.com/NASA/status/2114801524358406570
text	The @NASAWebb telescope recently spotted stars brewing in th...
createdAt	2026-10-26T19:29:09+00:00
handle	NASA
authorName	NASA
authorFollowers	92312119
verified	true
lang	en
likes	684
retweets	100
replies	53
quotes	4
engagementScore	941
isRetweet	false
isReply	false
isQuote	false
hashtags	[]
mentions	["NASAWebb"]
links	[]
mediaUrls	["https://pbs.twimg.com/media/HVlIxvSXQAElfnf.jpg"]
matchedKeywords	[]
query	NASA
conversationId	2114801524358406570
permalink	/NASA/status/2114801524358406570

How to use Twitter Trends Scraper

1. Press Start - the form already holds an example that works.
2. Put in your own input (see the fields on the Input tab).
3. Run it once, or put it on an Apify Schedule to get fresh rows every day.
4. Download the results as JSON, CSV or Excel, or send them to Google Sheets, Zapier, Make, the Apify API or an AI agent (Apify MCP server).

Input example

{
  "handles": [
    "NASA"
  ],
  "keywords": [],
  "minLikes": 0,
  "excludeRetweets": false,
  "maxItems": 5,
  "useApifyProxy": true
}

Output example (a real run)

[
  {
    "id": "2114801524358406570",
    "url": "https://x.com/NASA/status/2114801524358406570",
    "text": "The @NASAWebb telescope recently spotted stars brewing in this cosmic cauldron. This region of toil and trouble, named N159, is 161,000 light-years from Earth, in the Large Magellanic Cloud. https://t.co/CT6zPZbA1u",
    "createdAt": "2026-10-26T19:29:09+00:00",
    "handle": "NASA",
    "authorName": "NASA",
    "authorFollowers": 92312119,
    "verified": true,
    "lang": "en",
    "likes": 684,
    "retweets": 100,
    "replies": 53,
    "quotes": 4,
    "engagementScore": 941,
    "isRetweet": false,
    "isReply": false,
    "isQuote": false,
    "hashtags": [],
    "mentions": [
      "NASAWebb"
    ],
    "links": [],
    "mediaUrls": [
      "https://pbs.twimg.com/media/HVlIxvSXQAElfnf.jpg"
    ],
    "matchedKeywords": [],
    "query": "NASA",
    "conversationId": "2114801524358406570",
    "permalink": "/NASA/status/2114801524358406570",
    "inReplyToHandle": null,
    "inReplyToStatusId": null,
    "inReplyToUserId": null,
    "possiblySensitive": false,
    "authorId": "11348282",
    "authorUrl": "https://x.com/NASA",
    "authorBio": "Making the seemingly impossible, possible. ✨",
    "authorLocation": "Pale Blue Dot",
    "authorFollowing": 115,
    "authorTweetCount": 74458,
    "authorJoinedAt": "2007-12-19T20:20:32+00:00",
    "authorWebsite": "https://t.co/9NkQJKAnuU",
    "authorProfileImage": "https://pbs.twimg.com/profile_images/1321163587679784960/0ZxKlEKB_normal.jpg",
    "authorBanner": "https://pbs.twimg.com/profile_banners/11348282/1788992290",
    "authorLabel": null,
    "quotedUrl": null,
    "quotedText": null,
    "charCount": 214,
    "wordCount": 30,
    "hashtagCount": 0,
    "mentionCount": 1,
    "linkCount": 0,
    "mediaCount": 1,
    "hasMedia": true,
    "dayOfWeek": "Monday",
    "hourUtc": 19,
    "source": "X public timeline"
  }
]

One flat row per result.

How much does Twitter Trends Scraper cost?

You pay only per result (pay per event) - no monthly fee, no minimum, and the price per result is lower on Apify's Bronze, Silver and Gold plans. The exact price is on the Pricing tab. Apify's free plan credit is enough to try it on real input.

You want	What you pay for
A quick test with the example	a few results
A daily scheduled run	only the rows that run returns
A big one-off export	the results delivered - set a maximum in the input

Also searched as

• x tweet scraper
• twitter scraper no login
• scrape tweets by keyword
• twitter hashtag scraper
• tweet engagement export

FAQ

Does Twitter Trends Scraper need a login, cookies or an API key? No. It reads public pages only.

Can I run Twitter Trends Scraper on a schedule? Yes - with Apify Schedules; each run returns fresh rows.

Can I call it from Python, JavaScript or an AI agent? Yes - through the Apify API, the Apify client libraries or the Apify MCP server.

Is it legal? It collects only data anyone can see without logging in. You are responsible for using it within the source site's terms and data protection law (GDPR, CCPA).

What if the site blocks a request? The run retries from a fresh connection and, if it still cannot read the page, stops with a clear message - never with made-up rows.

Do I need proxies? No setup needed - Twitter Trends Scraper uses Apify Proxy by default where the site needs it.

Troubleshooting

• No results: check the input (a public URL or a search term that returns results in a normal browser), then try the example input once.
• Fewer results than expected: raise the maximum in the input; some sites show only a part of their data without logging in, and Twitter Trends Scraper never logs in.
• The run stopped with a message: the message says what the site answered; run it again later or with fewer items.

Your feedback

Missing a field, found a bug, or need another site? Open an issue on the Issues tab - issues are answered and fixed. If Twitter Trends Scraper saved you time, a short review on this page helps others find it.

Data source: x.com

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