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Twitter Advanced Search Scraper for CSV Export logo

Twitter Advanced Search Scraper for CSV Export

This Twitter advanced search scraper turns public/search-visible X results into a structured CSV for social listening, campaign analysis, and research workflows. Import the template into the UScraper local desktop app, edit the X search query URL, and export tweet text, authors, timestamps, engagement counts, media URLs, reply-to fields, language, and diagnostics without wiring the X API.

Output

CSV

Columns

23

Input

X search URL

Scroll loop

Stabilizes

API key

Not required

At a glance

Export Twitter search results from advanced queries

Use this template when X advanced search is the fastest way to define the conversation you need: keywords, phrases, accounts, replies, language, or date windows. The default Navigate block starts with an editable https://x.com/search?q=... URL. You can build the query in X advanced search, copy the resulting URL, and paste it into the workflow before running a controlled export.

The automation follows a transparent path: set the browser viewport, navigate to the search page, wait for load, pause for dynamic content, run a page collector, wait for cached rows, then export structured data. The collector scrolls until new tweets stop appearing or the safety loop finishes, which keeps the run bounded while still handling X's infinite-scroll interface.

Advanced search to CSV

Keep the exact query beside every row, so teams can audit which search operators produced each tweet export.

Infinite-scroll collection

The injected browser step scrolls, captures loaded tweet cards, and de-duplicates rows by tweet URL, post ID, or text.

Engagement fields included

Export replies, reposts, likes, views, bookmarks, media URLs, author fields, verification status, timestamps, and language where visible.

Local desktop workflow

Your query, browser session, and CSV stay in the desktop workflow unless you add your own upload, sync, or sharing step.

Who this helps

Use cases for Twitter search to CSV exports

Social teams

Launch monitoring

Favorable to scraping

Export Twitter search results for a product name, campaign tag, or competitor phrase, then sort tweets by engagement, time, author, and media use.

Researchers

Public conversation review

Favorable to scraping

Collect a bounded set of visible posts from advanced search operators and preserve URLs, timestamps, language labels, and reply context for coding.

Agencies

Client reporting

Favorable to scraping

Run repeatable search exports for approved topics without maintaining a custom scraper API integration or sending client queries through a cloud actor.

Pair this page with the Twitter Data Scraper, Twitter X Comments Scraper, and Twitter Hashtag Scraper when a search export leads to profile, reply, or hashtag follow-up. Browse the UScraper template library for adjacent social and search-engine workflows.


How to use

Configure the X search scraper workflow

1

Download and import

Download the hosted JSON template and import it into UScraper.

2

Paste your search URL

Replace the sample https://x.com/search?q=fringe&src=typed_query URL with an approved X search or advanced-search URL that loads in your browser session.

3

Confirm the export path

Structured Export writes twitter-scraper-by-keywords.csv with headers and append mode. Change the save folder before client, topic, or date-window batches.

4

Run the scroll collector

UScraper navigates to the page, waits, injects the collector, scrolls until results stabilize, and builds hidden rows from the collected tweet cards.

5

Open and verify the CSV

Spot-check row count, query string, tweet URLs, timestamps, and any diagnostic row before using the file in reports or analysis.

Output preview

CSV columns produced by the template

The export mirrors the workflow definition and keeps one row per collected tweet card. When X redirects to login, onboarding, or a state with no visible tweet articles, the template writes a diagnostic row under Tweet_Content so the CSV explains what happened.

Query_StrAuthor_HandleUTC_TimeTweet_ContentTweet_URLReply_CountRepost_CountLike_CountView_CountTweet_Image_URLLanguage
product launch since:2026-06-01examplebrand2026-06-14T10:12:00.000ZLaunch thread with customer questions and a demo clip.https://x.com/examplebrand/status/1800000000000000000148642018Khttps://pbs.twimg.com/media/example.jpgen
product launch since:2026-06-01analyst_io2026-06-13T16:40:00.000ZComparing launch reactions across three vendors.https://x.com/analyst_io/status/1800000000000000001312914.8Ken
product launch since:2026-06-01NO_TWEETS_VISIBLE_OR_LOGIN_REQUIRED: X did not expose tweet articles to this browser session.
twitter-scraper-by-keywords.csv
CSV - UTF-8 - Append

Column

Query_Str

The q parameter from the current X search URL.

Column

Post_URL

The X search page URL opened during the run.

Column

Author_Name

Visible display name from the tweet card.

Column

Author_Handle

Author handle parsed from the status URL or card text.

Column

Verified_Status

True when a verified indicator is visible in the card.

Column

UTC_Time

Datetime from the tweet time element.

Column

Tweet_Content

Tweet text or diagnostic message when no tweets are visible.

Column

Tweet_URL

Canonical status URL when exposed.

Column

Reply_Count

Visible reply count parsed from card labels.

Column

Repost_Count

Visible repost or retweet count.

Column

Like_Count

Visible like count.

Column

View_Count

Visible view count when X exposes it.

Column

Tweet_Image_URL

Visible tweet media URLs joined with separators.

Column

Language

Language attribute from the tweet text element when available.

Headers included - one row per loaded tweet card or diagnostic state

Alternatives

Local scraper vs X API and cloud actors

OptionGood fitTrade-off
UScraper Twitter advanced search templateNo-code teams that need Twitter search to CSV from a local desktop appBest-effort page-session export; visible rows depend on what X loads
Official X APIDeveloper teams with approved API access and stable query rulesRequires keys, code, plan limits, and policy review
Hosted scraping actorsTeams that prefer vendor-managed infrastructureQueries and results pass through a third party and may bill per run

Frequently asked questions

X/Twitter content can be public, but automated collection may be limited by platform terms, robots directives, login rules, privacy law, copyright, and local regulations. Use the template only for permitted research, do not bypass access controls, and get legal review before using exports commercially.

Before you run

Practical limits and maintenance notes

Operational guardrails for X search exports

Rate limits

Avoid aggressive repeated runs

X can slow, hide, challenge, or block automated sessions. Keep batches modest, avoid parallel loops, and pause when login, verification, unusual redirects, or incomplete search pages appear.

Layout drift

Tweet markup and labels can change

Empty exports, missing counts, or blank media fields usually mean the page did not load, X changed markup, or the browser session did not expose enough tweet cards in time.

Policy

Use the right access path

For sanctioned production integrations, compare the official X API and its policies. Use this scraper only where it fits your legal, privacy, and platform-compliance review.

Download the free template, install the desktop app from UScraper download, and run a short validation batch before you export Twitter search data at larger scale.

Get Started

Download and use this template instantly

$50Free

What's Included

  • Template JSON file ready to import
  • Pre-configured scraping nodes
  • Works with UScraper desktop app

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Available on Windows 10+ and macOS 12+ · Need help? [email protected]