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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.

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Models trained or fine-tuned on paperswithbacktest/Cryptocurrencies-Daily-Price