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URL: https://apify.com/benthepythondev/stock-sentiment-intelligence

โ‡ฑ Stock Sentiment Intelligence ยท Apify


Pricing

from $1.00 / 1,000 results

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Stock Sentiment Intelligence

Extract real-time stock and crypto sentiment from Reddit communities including WallStreetBets, r/stocks, r/investing. Get mentions, upvotes, momentum signals, and sentiment analysis (BULLISH/BEARISH/NEUTRAL). Track trending tickers before they move.

Pricing

from $1.00 / 1,000 results

Rating

0.0

(0)

Developer

๐Ÿ‘ ben

ben

Maintained by Community

Actor stats

1

Bookmarked

32

Total users

8

Monthly active users

19 days ago

Last modified

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Extract real-time stock and crypto sentiment from Reddit communities including WallStreetBets, r/stocks, r/investing, and more. Get mentions, upvotes, momentum signals, and sentiment analysis.

What you get

  • 13 structured fields per record โ€” engagement_ratio, mention_change_pct, mentions_24h, mentions_24h_ago, name, rank, rank_24h_ago, rank_changeโ€ฆ
  • Clean, validated JSON ready for your pipeline
  • Pre-built dataset Overview in the Apify Console for instant inspection
  • Reliable & maintained โ€” patched whenever the source changes

Why this actor (vs. alternatives)

Build your ownGeneric scraperThis actor
MaintenanceYou patch every changeOften brokenPatched continuously
Structured outputManual parsingInconsistentValidated schema
Setup timeDaysHoursMinutes
Pay only for resultsN/AVariesYes (pay-per-use)

Input

FieldTypeDescription
mode (required)stringHow to collect sentiment data Options: trending, specific_tickers, multi_source
filterTypestringWhich Reddit community or aggregation to use (for trending mode) Options: all-stocks, all-crypto, wallstreetbets, stocks, investing, cryptocurrency
tickersarrayList of stock/crypto tickers to look up (for specific_tickers mode). Example: NVDA, TSLA, BTC
sourcesarrayWhich subreddits to compare (for multi_source mode)
maxResultsintegerMaximum number of stocks to return
includeCryptobooleanAlso fetch top crypto sentiment when using all-stocks filter

Example Input

{
"mode":"trending",
"filterType":"all-stocks",
"sources":[
"wallstreetbets",
"stocks",
"investing"
],
"maxResults":50,
"includeCrypto":false
}

Output (sample)

{
"ticker":"MU",
"name":"Micron Technology",
"rank":1,
"mentions_24h":848,
"upvotes_24h":6095,
"rank_24h_ago":1,
"mentions_24h_ago":2365,
"mention_change_pct":-64.14,
"rank_change":0,
"engagement_ratio":7.19,
"sentiment_signal":"BEARISH",
"source":"all-stocks",
"scraped_at":"2026-05-28T18:18:57.395116+00:00"
}

Use cases

  • Fintech / trading apps โ€” power dashboards with reliable market data
  • Quant research โ€” backtest models on historical data
  • Portfolio tools โ€” track positions and exposure
  • Market research โ€” analyze trends across instruments
  • Alerting โ€” trigger notifications on price/metric moves

Pricing

Pay-Per-Event:

  • $0.001 per result
  • $0.00005 actor-start fee

Example runs

Use caseResultsCost
Quick scan100$0.10
Standard run500$0.50
Bulk dataset2,000$2.00

FAQ

Q: How fresh is the data?
A: Real-time โ€” every run fetches live from the source.

Q: Do I pay for failed or empty runs?
A: You pay per result returned, plus a tiny actor-start fee.

Q: Can I schedule recurring runs?
A: Yes โ€” use the Apify Console scheduler for daily/weekly automation.

Q: Can I export the data?
A: Yes โ€” JSON, CSV, Excel, and API access are all supported by Apify.

Related actors

Legal & compliance

This actor retrieves publicly accessible data only. You are responsible for respecting the source's Terms of Service, honoring robots.txt, and complying with GDPR / applicable regulations for any personal data.

Support & feature requests

Open an issue on the Actor page or contact via Apify Console messaging. Custom features welcome.

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