crypto-dataset

CryptoCurrency data for Deep Crypto Prediction Models

Introducing an Incredible Crypto Dataset: Unveiling the Secrets of 2010-2021 Crypto Market!

Get ready for a thrilling discovery! I'm excited to unveil an extensive dataset of cryptocurrency information covering the period from 2010 to 2021. This treasure trove includes data on 269 cryptocurrencies paired with USDT, with each file containing the mean values of 350,000 5-minute sequences.

With this dataset, you can embark on an exciting journey of exploration. Dive into the depths of the crypto market, uncover hidden patterns, and identify market trends. You can also analyze correlations between different cryptocurrencies, engineer new features, and build predictive models.

Introducing: 1D Unet2D Implementation for Accurate Crypto Data Prediction! I've developed a groundbreaking approach using a 1D version of the powerful Unet2D model for predicting cryptocurrency data. This innovative implementation promises enhanced accuracy and efficiency in forecasting crypto trends. Get ready to revolutionize your crypto predictions with this cutting-edge methodology. The main idea is to predict a chunk of future data as we use to predict an image by its input image.

Download

You can access the dataset from My Google Drive

The dataset Columns are as follow:

Open-time Open
High
Low Close
Volume
Close-time
Quote-asset-volume
Number-of-trades
Taker-buy-base-asset-volume
Taker-buy-quote-asset-volume
Can-be-ignored

USDT-Pairs

1INCHUSDT AAVEUSDT ADAUSDT AGLDUSDT AIONUSDT AKROUSDT ALGOUSDT ALICEUSDT ALPACAUSDT ALPHAUSDT AMPUSDT ANKRUSDT ANTUSDT ANYUSDT ARDRUSDT ARPAUSDT ARUSDT ATAUSDT ATOMUSDT AUDIOUSDT AUDUSDT AVAXUSDT AXSUSDT BADGERUSDT BAKEUSDT BALUSDT BANDUSDT BATUSDT BCHUSDT BEAMUSDT BELUSDT BETAUSDT BLZUSDT BNBUSDT BNTUSDT BNXUSDT BONDUSDT BTCSTUSDT BTCUSDT BTGUSDT BTSUSDT BTTUSDT BURGERUSDT BUSDUSDT BZRXUSDT C98USDT CAKEUSDT CELOUSDT CELRUSDT CFXUSDT CHESSUSDT CHRUSDT CHZUSDT CKBUSDT CLVUSDT COCOSUSDT COMPUSDT COSUSDT COTIUSDT CRVUSDT CTKUSDT CTSIUSDT CTXCUSDT CVCUSDT DARUSDT DASHUSDT DATAUSDT DCRUSDT DEGOUSDT DENTUSDT DEXEUSDT DGBUSDT DIAUSDT DNTUSDT DOCKUSDT DODOUSDT DOGEUSDT DOTUSDT DREPUSDT DUSKUSDT DYDXUSDT EGLDUSDT ENJUSDT ENSUSDT EOSUSDT EPSUSDT ERNUSDT ETCUSDT ETHUSDT EURUSDT FARMUSDT FETUSDT FILUSDT FIOUSDT FIROUSDT FISUSDT FLMUSDT FLOWUSDT FORTHUSDT FTMUSDT FTTUSDT FUNUSDT GALAUSDT GBPUSDT GNOUSDT GRTUSDT GTCUSDT GTOUSDT GXSUSDT HARDUSDT HBARUSDT HIVEUSDT HNTUSDT HOTUSDT ICPUSDT ICXUSDT IDEXUSDT ILVUSDT INJUSDT IOSTUSDT IOTAUSDT IOTXUSDT IRISUSDT JASMYUSDT JSTUSDT KAVAUSDT KEEPUSDT KEYUSDT KLAYUSDT KMDUSDT KNCUSDT KP3RUSDT KSMUSDT LENDUSDT LINAUSDT LINKUSDT LITUSDT LPTUSDT LRCUSDT LSKUSDT LTCUSDT LTOUSDT LUNAUSDT MANAUSDT MASKUSDT MATICUSDT MBLUSDT MBOXUSDT MDTUSDT MDXUSDT MFTUSDT MINAUSDT MIRUSDT MITHUSDT MKRUSDT MLNUSDT MOVRUSDT MTLUSDT NANOUSDT NBSUSDT NEARUSDT NEOUSDT NKNUSDT NMRUSDT NPXSUSDT NULSUSDT NUUSDT OCEANUSDT OGNUSDT OGUSDT OMGUSDT OMUSDT ONEUSDT ONGUSDT ONTUSDT ORNUSDT OXTUSDT PAXGUSDT PERLUSDT PERPUSDT PHAUSDT PLAUSDT PNTUSDT POLSUSDT POLYUSDT PONDUSDT POWRUSDT PUNDIXUSDT PYRUSDT QIUSDT QNTUSDT QTUMUSDT QUICKUSDT RADUSDT RAMPUSDT RAREUSDT RAYUSDT REEFUSDT RENUSDT REPUSDT RGTUSDT RLCUSDT RNDRUSDT ROSEUSDT RSRUSDT RUNEUSDT RVNUSDT SANDUSDT SCUSDT SFPUSDT SHIBUSDT SKLUSDT SLPUSDT SNXUSDT SOLUSDT SRMUSDT STMXUSDT STORJUSDT STPTUSDT STRAXUSDT STXUSDT SUNUSDT SUPERUSDT SUSHIUSDT SXPUSDT TCTUSDT TFUELUSDT THETAUSDT TKOUSDT TLMUSDT TOMOUSDT TORNUSDT TRBUSDT TRIBEUSDT TROYUSDT TRUUSDT TRXUSDT TWTUSDT UMAUSDT UNFIUSDT UNIUSDT UTKUSDT VETUSDT VGXUSDT VITEUSDT VTHOUSDT WANUSDT WAVESUSDT WAXPUSDT WINGUSDT WINUSDT WNXMUSDT WRXUSDT WTCUSDT XECUSDT XEMUSDT XLMUSDT XMRUSDT XRPUSDT XTZUSDT XVSUSDT XZCUSDT YFIIUSDT YFIUSDT YGGUSDT ZECUSDT ZENUSDT ZILUSDT ZRXUSDT

Citation

[Ehsan Babaei]. "CryptoCurrency 5min Interval Dataset: For Deep Learning Crypto Predictions" [2021]. [https://github.com/babaee74], version [V1.0]. [https://github.com/babaee74/crypto-dataset/].