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Substack Comments Sentiment Analysis

Collects 5 posts from the Astral Codex Ten archive along with up to 100 comments per post. Output has article text and metadata plus comment author, text, date and likes. Built as a dataset source for sentiment analysis, topic modeling and studying how readers respond to different kinds of posts.

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Substack Scraper — Posts, Comments & Paraphrase with AI
Substack Scraper — Posts, Comments & Paraphrase with AIconfidential_gnat/substack-newsletter-scraper
Title
Subtitle
Authors
Publication
+11 fields
Text
Number
Boolean
List
Object

Input

Start URLs
url:https://www.astralcodexten.com/archive
Max posts per start URL:5
Include paywalled posts:true
Scrape comments:true
Max comments per post:100
Enable AI enrichment:false
AI features:summarize+2
AI models:openai/gpt-4o-mini
Proxy configuration:{1 field}

Output fields

Title
Subtitle
Authors
Publication
Published at
Audience
Is paywalled
Body
Word count
Tags
Cover image
Reaction count
Comment count
Restack count
Url

How it works

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The Substack Scraper — Posts, Comments & Paraphrase with AI Actor is ready to run with the inputs already set for "Substack Comments Sentiment Analysis". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Substack Comments Sentiment Analysis" task

The Substack Scraper — Posts, Comments & Paraphrase with AI Actor will start running based on the input automatically. You can also change all the input fields, like start urls, max posts per start url, and more, to match your specific use case.

Receive the "Substack Comments Sentiment Analysis" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as title, subtitle, authors, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Substack Comments Sentiment Analysis" task via API.

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