Social teams
Campaign replies
Favorable to scraping
Collect replies from launch posts, support threads, and brand mentions, then sort comments by author, timestamp, language, engagement, or theme.
Social Media$50Free
Twitter Advanced Search Comments Scraper for CSV Export
This Twitter advanced search comments scraper helps you turn selected X/Twitter conversation URLs into a structured CSV. Use advanced search to find relevant posts, paste the status URLs into UScraper, and export parent tweet metadata, visible replies, authors, timestamps, media URLs, engagement counts, reply-to handles, ad flags, and language without building a scraper API.
Output
CSV
Columns
30
Input
Post URLs
Scrolls
6 cycles
API key
Not required
At a glance
Export X replies from advanced search results
Use this template when advanced search helps you identify the posts, but the business question lives in the replies. Build a narrow X search for a brand, hashtag, keyword, date range, or account filter, open the results you need, and copy the direct status URLs into the Navigate block. That keeps the run focused on approved conversations instead of trying to crawl all of X search.
The automation is intentionally bounded. UScraper navigates to each URL, waits for tweet articles, checks for the optional reply-expander control, then starts a repeated scroll and collect loop. A browser-side cache stores loaded tweet articles before X removes them from the visible timeline, so Structured Export can read a stable row set at the end of the run.
Parent post plus comments
Keep the root tweet fields beside each visible reply, including post URL, author, handle, timestamp, text, image URL, and engagement counts.
Advanced-search workflow
Use X search operators to find the right posts, then feed the resulting conversation URLs into a repeatable export.
Spreadsheet-ready output
Export Twitter replies to CSV for tagging, filtering, deduping, and review in Excel, Sheets, BI tools, or internal analysis notebooks.
Local desktop execution
Your URL list and exported CSV stay in the desktop workflow unless you add your own upload, sync, or sharing step.
Who this helps
Use cases for Twitter replies to CSV
Researchers
Public conversation review
Favorable to scraping
Scrape tweet replies from a curated advanced-search set and preserve URLs, timestamps, reply-to handles, and visible media for later coding.
Agencies
Competitor monitoring
Favorable to scraping
Compare audience reactions across competitor posts without maintaining a custom Twitter script or passing client research through a cloud actor.
For adjacent workflows, pair this template with the Twitter Advanced Search Scraper, Twitter X Comments Scraper, and Twitter Data Scraper. Browse the UScraper template library when you need Reddit, YouTube, or search-engine follow-up extractors.
How to use
Configure the Twitter replies scraper workflow
2
Find post URLs
Use X advanced search for your keyword, account, hashtag, language, or date
window. Open the result posts you are allowed to analyze and copy their
direct /status/ URLs.
3
Replace the Navigate list
Paste one or more conversation URLs into navigate.urls. The
template loops through the list and appends each run into the same CSV.
4
Confirm the export path
Structured Export writes
twitter-advanced-search-comments-scraper.csv with headers and
append mode. Change the save folder before client or campaign batches.
5
Run and review
Let UScraper navigate, wait, scroll, cache loaded rows, and export. Open the CSV, spot-check source URLs, and compare row counts against the visible thread before using the data in reports.
Output preview
CSV columns produced by the template
The export mirrors the workflow definition and keeps one row per cached tweet article. Parent post fields repeat beside comment fields, which makes the file easy to group by source conversation, author, date, or engagement.
| query_str | post_url | tweet_author_handle | tweet_text | comment_author_handle | comment_content | comment_likes | replying_to | language |
|---|---|---|---|---|---|---|---|---|
| product launch | https://x.com/example/status/1907187972686115037 | @example | We shipped a new release today. | @maya_data | Can you share the CSV schema from the demo? | 18 | @example | en |
| product launch | https://x.com/example/status/1907187972686115037 | @example | We shipped a new release today. | @analyst_io | Useful thread for tracking feature requests. | 9 | @example | en |
| product launch | https://x.com/example/status/1907187972686115037 | @example | We shipped a new release today. | @ops_lead | The reply counts changed after refresh, worth rechecking. | 4 | @example, @maya_data | en |
twitter-advanced-search-comments-scraper.csvColumn
query_str
The q parameter from the current URL when available.
Column
source_page_url
The conversation page opened during the loop.
Column
post_url
Canonical URL for the root post or current cached article.
Column
tweet_author_handle
Visible handle for the parent tweet author.
Column
tweet_text
Text captured from the parent tweet.
Column
tweet_likes
Visible like count for the parent tweet.
Column
comment_url
URL for the cached reply or comment row.
Column
comment_author_handle
Visible handle for the reply author.
Column
comment_content
Reply text from the cached article.
Column
comment_image_url
First visible non-profile media URL in the reply.
Column
comment_views
Visible view count when X exposes it.
Column
replying_to
Handles referenced in the reply context.
Headers included - parent tweet fields plus visible comment fields
Comparison
Local scraper vs X API and cloud actors
| Option | Good fit | Trade-off |
|---|---|---|
| UScraper advanced search comments template | No-code teams that need Twitter comments to CSV from a local desktop app | Best-effort page-session export; visible rows depend on what X loads |
| Official X API | Developer teams with approved API access and stable query rules | Requires keys, code, plan limits, and policy review |
| Hosted scraping actors | Teams that prefer vendor-managed infrastructure | Queries and exported replies pass through a third party and may bill per run |
Frequently asked questions
X/Twitter content may be publicly visible, but automated collection can be restricted by platform terms, login rules, copyright, privacy law, and local regulations. Use the template only for permitted research, avoid bypassing access controls, and get legal review before commercial use.
Before you run
Practical limits and maintenance notes
Operational guardrails for X reply 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 threads appear.
Layout drift
Tweet markup and labels can change
Empty exports, missing counts, or blank comment fields usually mean replies were not visible, X changed page markup, or the browser session did not expose enough tweet articles 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 comments for a larger report.
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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