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Historical Data

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 (Subscription)
    • Historical: Back to 2010
  • 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 subscribe to ongoing updates of this data-set, please order the Subscription product here: Borrow Intensity Indicators - Subscription
Full depth of book data on Cboe FX markets. Available Currency Pairs.
Cboe FX Top provides the top of book data on the currency pair. The data set contains the quote time, bid price, bid quantity, offer price and offered quantity. Available Currency Pairs.
CFE OHLC data is an end of day summary file that contains the volume traded, open interest, open, high, low and last sale price along with last bid and last ask of each VIX futures contract obtained from the Cboe Futures Exchange (CFE). The historical data is available by month back to April 2004.

The Gemini marketplace conducts auctions for certain trading pairs every day (including weekends and holidays), which foster moments of elevated liquidity and price discovery. The Auction file contains the auction-only order book for the 4pm ET BTCUSD, ETHUSD, or ZECUSD auction on the Gemini exchange on weekdays (non-NYSE holidays).


The auction-only order book supports both market and limit orders. These orders rest on the auction-only book until the auction runs. Auction-only orders may be placed up until the auction runs but may not be cancelled after the final indicative price is published at 3:50pm ET


Only auction-only orders that were explicitly accepted to the book show up in this file. Orders that were placed but rejected due to insufficient funds or self-cross do not show up in this file. There is not an explicit close event portrayed in this file. An auction-only order is closed and off the books when that order id is either cancelled or filled with no quantity remaining. Fill events are portrayed as a single rows for each order filled during the auction; both continuous book and auction book orders may be filled. Auction-only orders are distinguished by the Execution Option value auction-only.


Availability dates:
Gemini launched the 4pm ET BTCUSD auction on 21 September 2016.
Gemini launched the 4pm ET ETHUSD auction on 28 July 2017.
Gemini launched the 4pm ET ZECUSD auction on 22 May 2018

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