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  • Data Type: Borrow Intensity Remove
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Cboe Hanweck Borrow Intensity Indicators describe constant maturity synthetic lending rates derived from real-time option analytics. Borrow Intensity Indicators are a proprietary calculation based upon implied borrow, enhanced with machine learning using characteristics including relative liquidity and term in order to create constant maturities of 45, 60, 90, 180, and 360 days.


Borrow Intensity Indicators may enhance:

  • Equity trading strategies
    • Higher frequency and timeliness than equity risk model short interest factors
  • Securities lending price discovery
    • Informs on levels and trends in overnight stock-borrow loan rates, highlighting rising shorts or other conditions in the collateral market such as persistent mildly hard-to-borrow securities

Borrow Intensity Indicator Attributes:

  • Includes:
    • Securities underlying US listed options (approximately 4,000 symbols)
    • Raw and smoothed form
    • Confidence measures supporting interpretation for every observation
  • Availability:
    • Current: 20 minute intervals, intraday
    • Historical: Back to 2010 (Sold separately)
  • Granularity:
    • Milliseconds
  • Format:
    • CSV Files
  • Delivery Method:
    • SFTP

For the file specifications, please click here
For the methodology overview, please click here

If you would like to purchase a historical backfill of this data-set, please order it here: Borrow Intensity Indicators
Order Book data on cryptocurrencies such as Bitcoin and Ethereum recorded by Gemini, a digital asset exchange. The offering shows open orders at the beginning of the day, orders placed, filled, and canceled during the day and are distinguished by the Event Type field. A filter to only receive the Fill events is also available. Auction data is not included. The currency pair symbols are formatted as CCY1CCY2 where prices are in CCY2 and quantities are in CCY1, the following pairs are supported:

Currency Pair Quantity currency Price currency
BTCUSD BTC USD
ETHUSD ETH USD
ETHBTC ETH BTC
ZECUSD ZEC USD
ZECBTC ZEC BTC
ZECETH ZEC ETH
Trades data on cryptocurrencies such as Bitcoin and Ethereum recorded by the Gemini Exchange. The offering is a sub-set of the Order Book product where a filter when the Event Type is a Fill has been applied. Auction data is not included. The currency pair symbols are formatted as CCY1CCY2 where prices are in CCY2 and quantities are in CCY1, the following pairs are supported:

Currency Pair Quantity currency Price currency
BTCUSD BTC USD
ETHUSD ETH USD
ETHBTC ETH BTC
ZECUSD ZEC USD
ZECBTC ZEC BTC
ZECETH ZEC ETH

The CoinRoutes RealPrices are cryptocurrency depth of market Indices. CoinRoutes RealPrice Indices provide a consolidated bid-ask spread (RealBid x RealAsk) at multiple coin depths for top cryptocurrency-pairs. Aggregating order book data from multiple trading venues and factoring in trading fees, CoinRoutes RealPrice Indices provide a robust and previously unavailable view into cryptocurrency markets. Prices are quoted in 1-minute snapshots for the entire 24-hour day. Subscription files are delivered once per day, every calendar day of the year, with data for the previous day (UTC)


Examples:
^BTCUSD1 – provides the RealBid x RealAsk spread at a depth of one Bitcoin
^BTCUSD5 – provides the RealBid x RealAsk spread at a depth of five Bitcoins

Prices are currently quoted in USD. The following coins and sizes are included:


Code Description Sizes
BCH Bitcoin Cash 1, 5, 10, 20, 40, 100
BTC Bitcoin 0.2, 1, 5, 10, 20
ETH Ethereum 5, 20, 50, 100, 200, 400
LINK Chainlink 100, 500, 1000
LTC Litecoin 5, 10, 25, 50, 100, 200
DOT Polkadot 250, 1000, 2500, 5000, 10000