---
language:
- en
license: other
task_categories:
  - tabular-regression
features:
- name: symbol
  dtype: string
- name: date
  dtype: string
- name: open
  dtype: float64
- name: high
  dtype: float64
- name: low
  dtype: float64
- name: close
  dtype: float64
- name: volume
  dtype: int64
extra_gated_prompt: "To get access to this dataset, you must subscribe to Papers With Backtest. To subscribe, go to https://paperswithbacktest.com/ > Login > Choose Your Plan > Subscribe."
---
# Dataset Information

This dataset includes daily price data for various cryptocurrencies. 

## Instruments Included

- AAVE: Aave
- ABT: Arcblock
- ADA: Cardano
- ALGO: Algorand
- AMP: Amp
- ANT: Aragon
- AST: AirSwap
- ATOM: Cosmos
- AVAX: Avalanche
- AVT: Aventus
- BAND: Band Protocol
- BAT: Basic Attention Token
- BCH: Bitcoin Cash
- BLZ: Bluzelle
- BNT: Bancor
- BTC: Bitcoin
- BUSD: Binance USD
- COMP: Compound
- COVAL: Circuits of Value
- CRO: Crypto.com Coin
- CVC: Civic
- DAI: Dai
- DAR: Darcrus
- DASH: Dash
- DNT: district0x
- DOGE: Dogecoin
- DOT: Polkadot
- EGLD: Elrond
- ELA: Elastos
- ENJ: Enjin Coin
- EOS: EOS
- ETC: Ethereum Classic
- ETH: Ethereum
- FIL: Filecoin
- GNO: Gnosis
- GRT: The Graph
- GTC: Gitcoin
- HBAR: Hedera Hashgraph
- IOTX: IoTeX
- KNC: Kyber Network
- KSM: Kusama
- LINK: Chainlink
- LOOM: Loom Network
- LRC: Loopring
- LTC: Litecoin
- MANA: Decentraland
- MATIC: Polygon
- MKR: Maker
- MLN: Melon
- MONA: MonaCoin
- NMR: Numeraire
- OMG: OMG Network
- OMNI: Omni
- ORN: Orion Protocol
- PLU: Pluton
- POLY: Polymath
- POWR: Power Ledger
- PRO: Propy
- QSP: Quantstamp
- QUICK: Quickswap
- REP: Augur
- REQ: Request
- RLC: iExec RLC
- SHIB: Shiba Inu
- SNT: Status
- SNX: Synthetix
- SOL: Solana
- STORJ: Storj
- STX: Stacks
- SWFTC: SwftCoin
- TIME: Chronobank
- TRAC: OriginTrail
- TRIBE: Tribe
- UNI: Uniswap
- USDT: Tether
- UST: TerraUSD
- VET: VeChain
- WBTC: Wrapped Bitcoin
- XCN: Cryptonite
- XLM: Stellar
- XRP: Ripple
- XTZ: Tezos
- ZEC: Zcash
- ZEN: Horizen
- ZRX: 0x

## Dataset Columns

- `symbol`: The symbol of the cryptocurrency.
- `date`: The date of the data.
- `open`: The opening price of the cryptocurrency.
- `high`: The highest price of the cryptocurrency.
- `low`: The lowest price of the cryptocurrency.
- `close`: The closing price of the cryptocurrency.
- `volume`: The volume of the cryptocurrency.

## Data Splits

The data is split into a training set.

## Dataset Maintenance

The dataset is updated on a monthly basis by [Papers With Backtest](https://paperswithbacktest.com).