PoliticaHub – tracking prediction markets for geopolitics
Cross-exchange prediction market data without scrolling six platforms; arbitrage finder included.

Historical Polymarket data that doesn't exist freely anywhere else.
Crypto traders, quantitative analysts, bot developers
Cross-exchange prediction market data without scrolling six platforms; arbitrage finder included.
Shows more than raw P&L: six metrics, trader archetypes (DIRECTIONAL, ACCUMULATOR, ALGO_TRADER), persistent grades and filters (active/inactive, search by wallet) make it easy to scan for repeat winners. The UX puts useful columns up front — volume, predictions, win rate and a computed grade — but I want to see the methodology and survivorship controls up front; leaderboard data without clear adjustments can mislead casual users.
Crawled 1.25M Stripe links to create a roulette wheel of mystery checkout pages.
CCXT for prediction markets—fills real void left by DomeAPI acquisition.
Uses KL divergence to give asymmetric moves the weight they deserve (a 5%→10% jump reads way louder than 50%→55%), then multiplies that by log-volume, historical SNR and trajectory consistency to surface genuinely interesting shifts. Practical engineering choices — persisted snapshots, rolling detection windows, cooldown dedupe and Telegram delivery — make this something you can drop into a trading workflow and actually rely on.
Unified NL search across fragmented prediction market APIs; AI-agent-friendly, real-time odds.