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Because Polymarket Up/Down share price is directly an implied probability, "volatility" here means how fast that probability moves within an interval — not the underlying asset's own volatility, though the two are related. Fine-grained orderbook history (down to 5m markets) is needed to model this properly.
Data from Kalshi and Polymarket. Search live API docs Pricing