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Reddit Subreddit Scraper for CSV Export logo

Reddit Subreddit Scraper for CSV Export

This Reddit subreddit scraper turns a subreddit feed URL, such as https://www.reddit.com/r/cats/.rss?limit=100, into a structured CSV of post metadata. It is built for teams that need to scrape subreddit posts, export Reddit posts, or build a lightweight Reddit data extractor without writing API code.

Export

CSV

Columns

8

JSON pages

Up to 25

Input

Subreddit RSS URL

Access

No API key

At a glance

A local Reddit data extractor for subreddit posts

Export Reddit posts to CSV

Collect subreddit name, subreddit URL, post URL, title, author, timestamp, upvote score, and comment count into reddit-subreddit-scraper-by-url.csv.

Built for repeatable subreddit inputs

Edit the Navigate block's URL list to add feeds such as /r/news/.rss?limit=100, then let UScraper continue through each input in the loop.

Uses JSON first, feed fallback second

The injected JavaScript tries hot.json pagination for complete metadata, then parses Atom or RSS entries if Reddit blocks JSON for that browser session.

Runs in your local desktop app

The browser session and output file stay on your machine by default, which is useful when subreddit research should not be routed through a hosted scraping dashboard.

Who uses it

Use cases for Reddit posts to CSV

Community researchers

Topic discovery

Favorable to scraping

Export subreddit posts by URL, sort by comment count, and identify repeated questions, product complaints, or emerging terms before running deeper qualitative review.

Marketing and social listening teams

Campaign checks

Favorable to scraping

Download Reddit posts from relevant communities, then compare conversation themes with broader search data from the Google SERP scraper or DuckDuckGo scraper.

Analysts building no-code workflows

CSV pipelines

Nuanced outcome

Use this as a practical subreddit posts scraper when the deliverable is a local spreadsheet for Excel, Sheets, BI imports, or a review queue rather than a long-running hosted actor.


How to use

Scrape subreddit posts in five steps

1

Download the JSON template

Use the page CTA or download the hosted file from the Reddit subreddit scraper JSON.

2

Import it into UScraper

Open the local desktop app, import the JSON, and review the graph groups: Page Load, Interaction, Pagination Loop, and Data Extraction.

3

Add subreddit feed URLs

Replace the sample https://www.reddit.com/r/cats/.rss?limit=100 URL or add more subreddit feeds to the Navigate block's URL array.

4

Confirm the export location

The Structured Export block writes reddit-subreddit-scraper-by-url.csv with headers enabled and append mode on.

5

Run and inspect the rows

UScraper navigates, waits, injects the parser, checks for rendered post rows, exports structured fields, and continues to the next input URL.

Output preview

What the Reddit CSV export includes

reddit-subreddit-scraper-by-url.csv
CSV - UTF-8 - Append

Column

Subreddit

Subreddit name parsed from the URL, JSON response, or feed entry.

Column

Subreddit_URL

Canonical old.reddit.com subreddit URL generated by the workflow.

Column

Post_URL

Full Reddit comments/permalink URL when available.

Column

Post_title

Post title from JSON, Atom, or RSS content.

Column

Author

Username from JSON or feed author fields.

Column

Post_time

ISO timestamp from JSON or published/updated feed time.

Column

Upvote

Score from JSON, or a parsed value when the feed exposes it.

Column

Comment_count

Comment count from JSON, RSS comments, or parsed feed text.

Sample rows

2 of many

SubredditSubreddit_URLPost_URLPost_titleAuthorPost_timeUpvoteComment_count
catsNeighborhood cat claimed my porch chairsample_user_422026-06-03T09:12:44.000Z184297
newsCity council publishes new transit plancivic_reader2026-06-03T08:45:10.000Z21334
Headers included - each detected Reddit post becomes one CSV row

For broader collection workflows, browse the UScraper template library, pair subreddit exports with the Social Media Finder, or compare community scraping patterns with the Ruliweb community scraper.


Frequently asked questions

Reddit data may be public, but collection can still be governed by Reddit terms, robots rules, API policies, privacy law, copyright, and subreddit expectations. Use conservative pacing, avoid private or restricted content, keep source URLs, and get legal advice before redistribution, resale, client reporting, or model training.

Before you run

Practical limits and maintenance notes

Guardrails for reliable subreddit exports

Rate limits

Keep feed and JSON requests modest

Increase pauses for large batches, avoid parallel runs against the same community, and stop if Reddit returns repeated blocks, empty responses, or verification pages.

Fallback fields

RSS may not expose every metric

JSON responses usually provide better upvote and comment data. Feed fallback can still recover titles, authors, URLs, and timestamps, but score or comment fields may be blank.

Compliance

Do not treat public posts as permissionless data

Avoid restricted, deleted, sensitive, or login-gated content. Review Reddit's current platform rules before sharing downstream datasets, client dashboards, or AI training corpora.

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]