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📊 Kalshi Leaderboard Scraper

Extraction tool designed for the Kalshi prediction market exchange.

It allows users to monitor top-performing traders across various categories and timeframes

Providing a quantitative edge for social sentiment analysis and performance benchmarking on the only CFTC-regulated prediction market in the US.

✨ Features

Multi-Metric Extraction: Scrape leaderboards for Volume, Profit, and Predictions accuracy.

Granular Filtering: Target specific sub-markets including Politics, Sports, Crypto, Economics, and "Mentions" (exotic markets).

Time-Series Analysis: Switch between Daily, Weekly, Monthly, Yearly, and All Time frequencies to identify short-term scalpers vs. long-term institutional traders.

Anonymous vs. Public Insights: Automatically identifies anonymous traders vs. those with verified social profiles and avatars.

Real-time Ranking: Captures dynamic rank changes and value fluctuations in high-liquidity markets like the 2026 World Cup or Fed interest rate decisions.

🚀 Use Cases

Copy Trading Research: Identify the most consistent "sharps" in specific categories like Economics or Elections to study their positioning.

Market Sentiment Monitoring: Track how top traders are shifting volume in high-stakes markets (e.g., Politics or Climate) as a proxy for real-world event probability.

Platform Gamification Analysis: Track community engagement and user growth by monitoring leaderboard activity and rank competition.

Social Proofing: Verify the performance of high-profile "fin-fluencers" or traders who share their Kalshi predictions on social media.

Arbitrage Strategy: Correlate top Kalshi performers with other platforms (like Polymarket) to detect arbing activity between regulated and crypto markets.

INPUT

Multiple filters

Leaderboard: Volume, Profit, Predictions

Categories: All, Politics, Sports, Entertainment, Crypto, Climate, Economics, Mentions, Companies, Financials, Science and Technology, Elections

Frequence: daily, weekly, monthly, yearly, all_time

OUTPUT

{
"nickname":"drag",
"social_id":"",
"profile_image_path":"https://kalshi-social-public.s3.amazonaws.com/profile-pictures/drag-2026-01-13 13:43:25.webp",
"value":33079.953,
"rank":14,
"is_anonymous":false
}

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