Datasets:
| 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). | |