Crypto Features
Daily model-ready features for 30 major cryptocurrencies since 2017: returns over 1, 5 and 20 days, annualized volatility, moving averages, RSI, drawdown from the high, 60-day beta and correlation to Bitcoin, and relative strength versus Bitcoin. Every feature uses only data up to its own date.
Crypto Features is a free dataset by Aethereal with 79,177 rows and 17 columns covering 2017-01-01 to 2026-10-21, updated daily at 01:15 UTC and available as CSV and Parquet at https://dataset.aethereal.top/datasets/crypto-features.
Load it in Python
import pandas as pd
df = pd.read_csv("https://dataset.aethereal.top/files/crypto-features.csv")
# or, faster for large files (needs pyarrow):
# df = pd.read_parquet("https://dataset.aethereal.top/files/crypto-features.parquet")
print(df.head())Questions about this dataset
What is in the Crypto Features dataset?
Daily model-ready features for 30 major cryptocurrencies since 2017: returns over 1, 5 and 20 days, annualized volatility, moving averages, RSI, drawdown from the high, 60-day beta and correlation to Bitcoin, and relative strength versus Bitcoin. Every feature uses only data up to its own date. It has 17 columns: date, symbol, name, close, volume, ret_1d, ret_5d, ret_20d, vol_20d, sma_20, sma_50, sma_200, rsi_14, drawdown, beta_60d, corr_60d, rel_strength_20d.
How often is Crypto Features updated?
Daily at 01:15 UTC. It currently has 79,177 rows and was last updated on 2026-10-21. It covers 2017-01-01 to 2026-10-21.
How do I download Crypto Features?
Download it for free, without an account, as CSV from https://dataset.aethereal.top/files/crypto-features.csv or as Parquet from https://dataset.aethereal.top/files/crypto-features.parquet. AI assistants can also query it through the MCP server at https://dataset.aethereal.top/mcp.
Can I use Crypto Features in my project?
License: CC BY 4.0. Free to use with attribution to Aethereal.
How to cite
Aethereal (2026). Crypto Features [Data set]. Aethereal Data. https://dataset.aethereal.top/datasets/crypto-features. Accessed 2026-10-21.
Columns
| Name | Type | Description |
|---|---|---|
| date | date | Day (UTC). |
| symbol | string | Symbol. |
| name | string | Coin. |
| close | number | Close price. |
| volume | number | Volume traded. |
| ret_1d | number | 1-day return on adjusted price, 0.01 = 1%. |
| ret_5d | number | 5-day return. |
| ret_20d | number | 20-day return. |
| vol_20d | number | 20-day realized volatility, annualized. |
| sma_20 | number | 20-day simple moving average of close. |
| sma_50 | number | 50-day moving average. |
| sma_200 | number | 200-day moving average. |
| rsi_14 | number | 14-day RSI (Wilder). |
| drawdown | number | Distance from the all-time high, -0.3 = 30% below. |
| beta_60d | number | 60-day beta to Bitcoin. |
| corr_60d | number | 60-day correlation with Bitcoin. |
| rel_strength_20d | number | 20-day return minus Bitcoin's 20-day return. |
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Preview latest 20 rows
| date | symbol | name | close | volume | ret_1d | ret_5d | ret_20d | vol_20d | sma_20 | sma_50 | sma_200 | rsi_14 | drawdown | beta_60d | corr_60d | rel_strength_20d |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-10-21 | AAVE-USD | Aave | 154.1 | 278,542,048 | -0.002 | -0.006 | -0.102 | 0.602 | 164.829 | 148.919 | 105.992 | 47.93 | -0.756 | 1.32 | 0.574 | -0.089 |
| 2026-10-21 | ADA-USD | Cardano | 0.225 | 305,664,416 | 0.004 | -0.004 | -0.088 | 0.727 | 0.239 | 0.231 | 0.212 | 44.52 | -0.924 | 1.675 | 0.789 | -0.074 |
| 2026-10-21 | ALGO-USD | Algorand | 0.112 | 72,540,064 | -0.014 | -0.031 | -0.086 | 0.638 | 0.119 | 0.11 | 0.101 | 46.59 | -0.965 | 0.928 | 0.406 | -0.072 |
| 2026-10-21 | APT21794-USD | Aptos | 0.82 | 72,021,440 | -0.01 | -0.032 | 0.056 | 1.044 | 0.814 | 0.741 | 0.744 | 52.99 | -0.955 | 1.782 | 0.579 | 0.07 |
| 2026-10-21 | ARB11841-USD | Arbitrum | 0.192 | 270,848,704 | 0.022 | 0.003 | -0.04 | 1 | 0.191 | 0.186 | 0.12 | 51.1 | -0.915 | 2.117 | 0.435 | -0.026 |
| 2026-10-21 | ATOM-USD | Cosmos | 1.742 | 31,107,002 | -0.004 | -0.017 | 0.02 | 0.955 | 1.785 | 1.726 | 1.709 | 48.73 | -0.961 | 0.91 | 0.369 | 0.033 |
| 2026-10-21 | AVAX-USD | Avalanche | 9.624 | 380,283,616 | -0.012 | -0.032 | -0.125 | 0.686 | 10.375 | 9.549 | 8.181 | 44.18 | -0.928 | 1.062 | 0.405 | -0.111 |
| 2026-10-21 | BCH-USD | Bitcoin Cash | 284.68 | 193,870,912 | 0.006 | 0.027 | -0.08 | 0.653 | 287.64 | 277.579 | 292.288 | 50.62 | -0.927 | 1.332 | 0.468 | -0.066 |
| 2026-10-21 | BNB-USD | BNB | 743.95 | 1,379,695,488 | 0.004 | 0.032 | -0.035 | 0.318 | 748.849 | 748.761 | 648.608 | 50.3 | -0.432 | 0.73 | 0.676 | -0.022 |
| 2026-10-21 | BTC-USD | Bitcoin | 83,698 | 26,995,775,488 | 0.009 | 0.027 | -0.014 | 0.254 | 83,156.513 | 81,695.786 | 72,732.298 | 55.56 | -0.329 | - | - | - |
| 2026-10-21 | DOGE-USD | Dogecoin | 0.082 | 571,854,784 | 0.001 | 0.014 | -0.131 | 0.486 | 0.086 | 0.088 | 0.087 | 42.04 | -0.88 | 1.612 | 0.833 | -0.118 |
| 2026-10-21 | DOT-USD | Polkadot | 1.159 | 121,075,096 | 0.008 | -0.02 | -0.015 | 0.833 | 1.172 | 1.124 | 1.045 | 50.74 | -0.978 | 0.887 | 0.326 | -0.002 |
| 2026-10-21 | ETC-USD | Ethereum Classic | 8.055 | 44,548,420 | 0.016 | 0.013 | -0.092 | 0.464 | 8.284 | 8.286 | 7.82 | 46.11 | -0.94 | 1.139 | 0.601 | -0.078 |
| 2026-10-21 | ETH-USD | Ethereum | 2,465.88 | 13,018,715,136 | 0.008 | 0.019 | -0.089 | 0.376 | 2,520.279 | 2,550.908 | 2,153.253 | 45.4 | -0.49 | 1.056 | 0.91 | -0.075 |
| 2026-10-21 | FIL-USD | Filecoin | 1.029 | 138,457,696 | -0.003 | -0.11 | 0.009 | 1.097 | 1.095 | 0.987 | 0.87 | 47.64 | -0.995 | 1.15 | 0.357 | 0.022 |
| 2026-10-21 | HBAR-USD | Hedera | 0.085 | 94,918,064 | 0.002 | 0.012 | -0.177 | 0.528 | 0.091 | 0.088 | 0.082 | 43.4 | -0.833 | 1.048 | 0.366 | -0.164 |
| 2026-10-21 | ICP-USD | Internet Computer | 2.904 | 57,504,512 | -0.003 | -0.041 | -0.117 | 0.947 | 3.133 | 2.982 | 2.55 | 44.41 | -0.993 | 1.069 | 0.442 | -0.103 |
| 2026-10-21 | LINK-USD | Chainlink | 12.343 | 255,620,416 | 0.002 | 0.001 | -0.142 | 0.509 | 12.93 | 12.717 | 9.89 | 44.99 | -0.764 | 1.254 | 0.623 | -0.128 |
| 2026-10-21 | LTC-USD | Litecoin | 61.205 | 267,292,224 | -0.005 | 0.026 | -0.101 | 0.466 | 63.655 | 60.827 | 52.037 | 47.36 | -0.842 | 0.927 | 0.506 | -0.087 |
| 2026-10-21 | NEAR-USD | NEAR | 5.175 | 1,566,469,248 | 0.051 | 0.023 | 0.077 | 1.373 | 5.038 | 4.057 | 2.359 | 55.94 | -0.744 | 1.52 | 0.384 | 0.09 |