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YouTube Community Scraper for CSV Export logo

YouTube Community Scraper for CSV Export

This YouTube Community scraper exports public channel Community pages and direct post URLs into a structured CSV. Import the workflow into UScraper, add the channel or post links you want to review, and collect post text, dates, engagement counts, hashtags, links, poll fields, attached videos, and page status without writing a scraper from scratch.

Output

CSV

Columns

19

Inputs

Multi-URL

Source

Community

API key

Not required

At a glance

Export YouTube Community posts to CSV

Capture post-level fields

Export the Community post text plus practical metadata: channel handle, subscriber label, post URL, likes, comments, hashtags, outbound links, poll options, poll vote text, and attached video details.

Run through many inputs

The Navigate block accepts multiple channel Community URLs and direct /post/ URLs, then the Loop Continue block advances to the next input after each structured export.

Record blockers clearly

If YouTube hides a feed, requires sign-in, or shows a bot check, the workflow still writes the source URL and page_status so failed rows are visible during QA.

Ready for analysis

Use the CSV for creator watchlists, campaign tracking, competitive research, manual review queues, or enrichment in spreadsheet and BI tools.

Who uses it

YouTube community extractor use cases

Creator marketing teams

Campaign review

Favorable to scraping

Collect recent Community posts from partner channels and compare calls to action, links, hashtags, poll copy, and visible engagement.

Research analysts

Audience signals

Favorable to scraping

Export public posts from a watchlist of channels, then classify topics, recurring links, and poll language in a spreadsheet.

Agencies

Client reporting

Favorable to scraping

Create repeatable YouTube posts scraper runs for approved channel lists while keeping the source URLs and CSV on the local machine.

For adjacent YouTube workflows, pair this page with the YouTube Scraper, YouTube Video List Scraper, YouTube Video Comments Scraper, and YouTube Transcript Scraper. Browse the full UScraper template library or install the local desktop app from the download page.


How to use

Run the YouTube Community scraper workflow

1

Download and import

Download the hosted JSON template and import it into UScraper.

2

Add input URLs

Replace the sample Navigate URLs with public channel Community pages such as https://www.youtube.com/@example/community or direct post links.

3

Confirm the save folder

Structured Export appends rows to youtube-community-scraper.csv. Change the save location before running client, campaign, or research batches.

4

Run the loop

UScraper sets the browser window, navigates to each URL, waits for page load, pauses briefly, injects the extraction logic, waits for the generated row, exports it, and advances to the next input.

5

Review the CSV

Open the file, check page_status, spot-check several source URLs, and only scale the input list once loaded and blocked rows are easy to explain.

Output preview

What the CSV export includes

youtube-community-scraper.csv
CSV - UTF-8 - Append

Column

channel_name

Channel name resolved from the post, channel link, metadata, or handle fallback.

Column

account

The visible YouTube handle, such as @NatGeo, when available.

Column

post_text

Community post copy, or blocker/status text when YouTube does not expose the post.

Column

post_url

Direct /post/ URL when the page exposes one.

Column

like_count

Visible like count parsed from vote labels.

Column

comment_count

Visible comment count when YouTube renders it.

Column

hashtags

Hashtags found inside the post text.

Column

links_in_post

Outbound URLs from linked text or raw URLs in the post.

Column

poll_options

Poll choices joined into one field when a Community poll is present.

Column

page_status

loaded, bot_or_login_prompt, or community_unavailable.

Sample rows

2 of many

channel_nameaccountpost_textpost_urllike_countcomment_counthashtagslinks_in_postpoll_optionspage_status
National Geographic@NatGeoWhich ocean story should we cover next? Vote below and share your questions.12K487#Ocean #WildlifeCoral reefs | Deep sea | Coastal citiesloaded
Business Insider@BusinessInsiderNew video: inside the supply chain shift changing retail margins.1.8K93#Retailloaded
Headers included - one row per loaded Community or direct post URL

Local template vs API or hosted actors

OptionGood fitTrade-off
UScraper Community templateNo-code teams that need a reviewable local CSV from public pagesBest-effort browser extraction; not a guaranteed archive of every post
YouTube Data APISanctioned systems that need official quota-backed accessCommunity tab post coverage may not match what is visible in the browser
Hosted scraping actorsTeams that want cloud scheduling and managed infrastructureURLs and results pass through a third party and may bill per run or result

Frequently asked questions

Automating YouTube can be restricted by YouTube terms, API policies, robots directives, copyright rules, privacy law, and local regulations even when a Community post is publicly visible. Use modest runs, do not bypass login or bot checks, avoid republishing protected content, and get legal review before commercial reuse.

Before you run

Limits and maintenance notes

Operational guardrails for Community exports

Rate limits

Keep batches modest

YouTube may show login, consent, bot checks, or unavailable Community pages. Add wait time, reduce input volume, and treat blocked rows as QA signals rather than records to force through.

Layout drift

Visible fields can change

If post text, polls, likes, or comments start returning blanks, YouTube may have changed the page markup. Re-test the Inject JavaScript and Structured Export blocks before scaling.

Policy

Use the right access path

For production systems or sanctioned high-volume data access, compare the YouTube Data API documentation and YouTube terms before relying on browser automation.

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

Open-source templates

UScraper templates are open source. Improve this workflow or contribute a new one to help the community grow.

Contribute on GitHub

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FAQ

Frequently asked questions

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