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DERIVATIVES · DATA COVERAGE GAPS

Derivative Data Coverage Gaps in Crypto: How to Read the Data With Price Context

Derivatives data is never complete: venues are missing, histories are short, feeds are sampled. Reading data with price means knowing what's not there.

By ChartsPod Editorial Team · Reviewed by ChartsPod Research
Published · Updated · 5 min read

Short answer

Common coverage gaps: aggregated OI or funding covering only some venues; OI history limited to about a month on Binance's statistics endpoint; liquidation streams sampled (Binance sends at most the latest per second); options data from one venue only. Before drawing conclusions, list the venues and windows included, check for missing periods, and avoid comparing metrics with different coverage.

Typical gaps

DataGap
OI history≈ 1 month on Binance endpoint
LiquidationsSampled public streams
AggregatesSubset of venues
OptionsOften single venue
FundingDifferent intervals
Illustrative share of market covered by a data source (%)Illustrative share of market covered by a data source (%): Funding (4 venues) 78 %; OI (3 venues) 64 %; Liquidations (sampled) 40 %.ILLUSTRATIVE SHARE OF MARKET COVERED BY A DATA SOURCE (%)Funding (4 venues)78 %OI (3 venues)64 %Liquidations (sampled)40 %
Coverage differs by metric. Original ChartsPod editorial graphic.

Price context

Coverage checklistCoverage checklist: Venues listed; Window length; Sampling; Missing periods; Same coverage when comparing.COVERAGE CHECKLISTVenues listedWindow lengthSamplingMissing periodsSame coverage when comparing
State coverage with every chart. Original ChartsPod editorial graphic.

Using it

Related: Crypto Liquidation Events: Null vs Zero - Handle Missing Fields Correctly, Binance Open-Interest Data: Null vs Zero - Handle Missing Fields Correctly.

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Common coverage gaps: aggregated OI or funding covering only some venues; OI history limited to about a month on Binance's statistics endpoint; liquidation streams sampled (Binance sends at most the latest per second); options data from one venue only. Before drawing conclusions, list the venues and windows included, check for missing periods, and avoid comparing metrics with different coverage.

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Questions readers ask

Why is crypto derivatives data incomplete?

Venue coverage, history limits and sampling.

How long is Binance OI history?

About a month on its statistics endpoint.

Are liquidation feeds complete?

Some are sampled.

Sources and methodology

Definitions follow Binance's USD-M market data documentation, Hyperliquid's funding documentation, TradingView's open-interest guide and Bybit's liquidation rules, read 17 October 2026. Examples are illustrative, not recorded market data.

  1. Binance: USD-M market data (long/short ratios, OI statistics, klines) — ratio definitions, 30-day retention, kline open/close time.
  2. ChartsPod: product overview, pricing and FAQ — free terminal, venues, modules, no order placement; checked 17 Oct 2026.

This article explains research tools and workflows. It is not financial advice, does not recommend buying or selling any asset and does not predict prices. Crypto derivatives carry a risk of rapid and total loss of margin.

CHARTSPOD EDITORIAL EDITION · RESEARCH AND EDUCATION ONLY · NOT FINANCIAL ADVICE.