metadata

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
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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.