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URL: https://apify.com/quakerish_joyride/reddit-sentiment-analyzer

⇱ Reddit Sentiment Analyzer · Apify

👁 Reddit Sentiment Analyzer avatar

Reddit Sentiment Analyzer

Pricing

Pay per usage

Go to Apify Store

Reddit Sentiment Analyzer

AI-powered Reddit scraper with sentiment analysis. Scrape subr <a> </a>eddits, keywords, or users and get real-time sentiment scores.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

👁 Frost Orygon

Frost Orygon

Maintained by Community

Actor stats

0

Bookmarked

9

Total users

1

Monthly active users

5 months ago

Last modified

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🤖 AI-powered Reddit scraper with sentiment analysis - Extract posts and comments from Reddit with automatic sentiment scoring, topic extraction, and entity recognition using Google Gemini AI.

👁 Apify Actor
👁 License: ISC

🚀 Features

  • Scrape Reddit - Extract posts and comments from any subreddit or post URL
  • AI Sentiment Analysis - Analyze sentiment using Google Gemini 2.5 Flash
  • Topic Extraction - Automatically identify discussion topics
  • Entity Recognition - Detect mentioned brands, people, and products
  • Controversy Scoring - Score how likely comments are to spark debate
  • Proxy Support - Built-in residential proxy to bypass Reddit blocking

📦 Try it on Apify

▶️ Run on Apify Store

First 5 results are FREE, then pay-per-result pricing.

💡 Use Cases

  • Brand Monitoring - Track what people say about your brand on Reddit
  • Market Research - Understand community sentiment on topics
  • Competitor Analysis - Monitor competitor mentions and sentiment
  • Trend Detection - Identify emerging topics and shifts in opinion
  • Content Ideas - Find what resonates with Reddit communities

🛠️ Input

FieldTypeDescription
startUrlsarrayReddit post or subreddit URLs
maxPostsnumberMax posts per subreddit (1-100)
maxCommentsnumberMax comments per post (0 = all)
enableSentimentbooleanEnable AI sentiment analysis
googleApiKeystringYour Gemini API key (required for AI)
useProxybooleanUse residential proxy (recommended)

📊 Output Example

{
"postId":"abc123",
"title":"What's your unpopular opinion?",
"subreddit":"AskReddit",
"score":1547,
"numComments":892,
"insights":{
"dominant_sentiment":"mixed",
"average_sentiment_score":0.12,
"sentiment_distribution":{
"positive":35,
"negative":28,
"neutral":25,
"mixed":12
}
},
"comments":[
{
"author":"user123",
"body":"I actually enjoy Mondays...",
"score":234,
"sentiment":"positive",
"sentiment_score":0.7,
"topics":["work","lifestyle"],
"controversy_score":0.8
}
]
}

🔑 Getting a Gemini API Key

  1. Go to Google AI Studio
  2. Create a new API key
  3. Paste it in the googleApiKey input field

💡 Tip: Google AI Ultra subscribers get free Gemini API credits!

💰 Pricing

TierPrice
First 5 resultsFREE
Additional results$0.002/result

Proxy costs are included in the per-result pricing.

🏗️ Tech Stack

  • Runtime: Node.js on Apify
  • AI: Google Gemini 2.5 Flash
  • Proxy: Apify Residential Proxies
  • HTTP: Axios with https-proxy-agent

📄 License

ISC License - feel free to use and modify.

Built by @frostorygon | Portfolio

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