Cross-Asset Daily Panel
One row per calendar day since 2015 with 14 series side by side: Bitcoin, Ethereum, IHSG, S&P 500, Nasdaq, gold, Brent, USD/IDR, dollar index, VIX, US 10-year yield, fed funds rate, total stablecoin supply, and DeFi TVL. Closed markets carry their last close forward and flags show which markets traded. Daily returns included, so correlations take one line.
Cross-Asset Daily Panel is a free dataset by Aethereal with 4,312 rows and 26 columns covering 2015-01-01 to 2026-10-21, updated daily at 01:15 UTC and available as CSV and Parquet at https://dataset.aethereal.top/datasets/cross-asset-daily.
Load it in Python
import pandas as pd
df = pd.read_csv("https://dataset.aethereal.top/files/cross-asset-daily.csv")
# or, faster for large files (needs pyarrow):
# df = pd.read_parquet("https://dataset.aethereal.top/files/cross-asset-daily.parquet")
print(df.head())Questions about this dataset
What is in the Cross-Asset Daily Panel dataset?
One row per calendar day since 2015 with 14 series side by side: Bitcoin, Ethereum, IHSG, S&P 500, Nasdaq, gold, Brent, USD/IDR, dollar index, VIX, US 10-year yield, fed funds rate, total stablecoin supply, and DeFi TVL. Closed markets carry their last close forward and flags show which markets traded. Daily returns included, so correlations take one line. It has 26 columns: date, idx_open, us_open, btc, eth, ihsg, sp500, nasdaq, gold, brent, usd_idr, dxy, vix, us10y, fed_funds, stablecoin_mcap, defi_tvl, ret_btc, ret_eth, ret_ihsg, ret_sp500, ret_nasdaq, ret_gold, ret_brent, ret_usd_idr, ret_dxy.
How often is Cross-Asset Daily Panel updated?
Daily at 01:15 UTC. It currently has 4,312 rows and was last updated on 2026-10-21. It covers 2015-01-01 to 2026-10-21.
How do I download Cross-Asset Daily Panel?
Download it for free, without an account, as CSV from https://dataset.aethereal.top/files/cross-asset-daily.csv or as Parquet from https://dataset.aethereal.top/files/cross-asset-daily.parquet. AI assistants can also query it through the MCP server at https://dataset.aethereal.top/mcp.
Can I use Cross-Asset Daily Panel in my project?
License: CC BY 4.0. Free to use with attribution to Aethereal.
How to cite
Aethereal (2026). Cross-Asset Daily Panel [Data set]. Aethereal Data. https://dataset.aethereal.top/datasets/cross-asset-daily. Accessed 2026-10-21.
Columns
| Name | Type | Description |
|---|---|---|
| date | date | Calendar day (UTC). |
| idx_open | number | 1 if the Indonesia Stock Exchange traded that day. |
| us_open | number | 1 if US stock markets traded that day. |
| btc | number | Bitcoin, USD. |
| eth | number | Ethereum, USD. |
| ihsg | number | IDX Composite. |
| sp500 | number | S&P 500. |
| nasdaq | number | Nasdaq Composite. |
| gold | number | Gold futures, USD per ounce. |
| brent | number | Brent crude futures, USD per barrel. |
| usd_idr | number | Rupiah per US dollar. |
| dxy | number | US dollar index. |
| vix | number | CBOE volatility index. |
| us10y | number | US 10-year Treasury yield, percent. |
| fed_funds | number | Effective fed funds rate, percent. |
| stablecoin_mcap | number | Total USD stablecoin supply, USD. |
| defi_tvl | number | Total DeFi TVL, USD. |
| ret_btc | number | Daily return of btc, 0.01 = 1%. |
| ret_eth | number | Daily return of eth, 0.01 = 1%. |
| ret_ihsg | number | Daily return of ihsg, 0.01 = 1%. |
| ret_sp500 | number | Daily return of sp500, 0.01 = 1%. |
| ret_nasdaq | number | Daily return of nasdaq, 0.01 = 1%. |
| ret_gold | number | Daily return of gold, 0.01 = 1%. |
| ret_brent | number | Daily return of brent, 0.01 = 1%. |
| ret_usd_idr | number | Daily return of usd_idr, 0.01 = 1%. |
| ret_dxy | number | Daily return of dxy, 0.01 = 1%. |
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Preview latest 20 rows
| date | idx_open | us_open | btc | eth | ihsg | sp500 | nasdaq | gold | brent | usd_idr | dxy | vix | us10y | fed_funds | stablecoin_mcap | defi_tvl | ret_btc | ret_eth | ret_ihsg | ret_sp500 | ret_nasdaq | ret_gold | ret_brent | ret_usd_idr | ret_dxy |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-10-21 | 1 | 1 | 83,833.039 | 2,469.03 | 5,328.36 | 7,715.19 | 26,553.799 | 4,145.5 | 108.57 | 17,943 | 101.728 | 16.99 | 5.15 | 3.88 | 303,901,785,186 | 92,133,404,916 | 0.011 | 0.009 | 0.009 | 0 | 0.005 | 0.001 | -0.002 | -0.005 | -0 |
| 2026-10-20 | 1 | 1 | 82,941 | 2,446.731 | 5,278.888 | 7,712.57 | 26,424.82 | 4,142.6 | 108.79 | 18,041 | 101.73 | 17.31 | 5.15 | 3.88 | 304,136,908,482 | 88,835,713,304 | 0.013 | 0.017 | 0.056 | 0.003 | -0 | -0.004 | -0.007 | -0.001 | -0.002 |
| 2026-10-19 | 1 | 1 | 81,853.539 | 2,404.815 | 4,996.609 | 7,690.73 | 26,430.891 | 4,160.1 | 109.55 | 18,056 | 101.98 | 18.44 | 5.15 | 3.88 | 305,004,038,900 | 89,159,372,734 | -0.002 | -0.002 | -0.036 | 0.004 | 0.011 | -0.005 | -0.003 | 0.002 | 0.001 |
| 2026-10-18 | 0 | 0 | 82,017.602 | 2,408.742 | 5,185.105 | 7,659.44 | 26,140.029 | 4,181.1 | 109.86 | 18,020.1 | 101.84 | 19.99 | 5.09 | 3.88 | 305,041,642,119 | 88,508,022,226 | 0.008 | 0.004 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2026-10-17 | 0 | 0 | 81,382.148 | 2,399.799 | 5,185.105 | 7,659.44 | 26,140.029 | 4,181.1 | 109.86 | 18,020.1 | 101.84 | 19.99 | 5.09 | 3.88 | 305,284,856,578 | 88,850,958,831 | -0.001 | -0.008 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2026-10-16 | 1 | 1 | 81,500.805 | 2,419.767 | 5,185.105 | 7,659.44 | 26,140.029 | 4,181.1 | 109.86 | 18,020.1 | 101.84 | 19.99 | 5.09 | 3.88 | 305,627,692,094 | 89,291,016,781 | -0.008 | -0.008 | -0.116 | -0.011 | -0.021 | 0.003 | 0.037 | 0.011 | -0.002 |
| 2026-10-15 | 1 | 1 | 82,141.461 | 2,440.48 | 5,863.78 | 7,744.06 | 26,713.029 | 4,170.1 | 105.92 | 17,823.699 | 102 | 16.46 | 5.1 | 3.88 | 305,942,831,285 | 88,851,163,525 | 0.007 | 0.009 | -0.013 | 0.003 | 0.001 | 0.015 | -0.001 | -0.002 | -0.005 |
| 2026-10-14 | 1 | 1 | 81,562.492 | 2,418.207 | 5,943.024 | 7,718.94 | 26,692.869 | 4,107.9 | 106.06 | 17,866.5 | 102.55 | 16.87 | 5.19 | 3.88 | 306,504,609,999 | 90,382,513,526 | -0.018 | -0.031 | 0.003 | -0.011 | -0.019 | -0.017 | 0.004 | -0.003 | 0.004 |
| 2026-10-13 | 1 | 1 | 83,095.125 | 2,496.626 | 5,925.976 | 7,805.45 | 27,204.381 | 4,177.3 | 105.69 | 17,913 | 102.18 | 15.27 | 5.21 | 3.88 | 306,425,971,198 | 89,233,647,913 | 0.016 | 0.021 | -0.002 | -0 | -0.002 | -0.003 | -0.009 | 0 | -0.004 |
| 2026-10-12 | 1 | 1 | 81,762.563 | 2,444.357 | 5,936.147 | 7,807.24 | 27,245.9 | 4,190.6 | 106.65 | 17,910 | 102.58 | 15.21 | 5.24 | 3.88 | 306,719,728,525 | 91,859,715,965 | -0.023 | -0.036 | -0.026 | -0.001 | -0.004 | -0.006 | 0.018 | 0.006 | 0.004 |
| 2026-10-11 | 0 | 0 | 83,679.469 | 2,534.699 | 6,093.759 | 7,811.54 | 27,366.17 | 4,216.3 | 104.72 | 17,807.5 | 102.21 | 14.84 | 5.24 | 3.88 | 306,486,288,520 | 91,378,108,814 | 0.009 | 0.012 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2026-10-10 | 0 | 0 | 82,912.227 | 2,504.028 | 6,093.759 | 7,811.54 | 27,366.17 | 4,216.3 | 104.72 | 17,807.5 | 102.21 | 14.84 | 5.24 | 3.88 | 306,385,478,100 | 90,951,848,582 | 0.004 | 0.007 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2026-10-09 | 1 | 1 | 82,546.32 | 2,485.539 | 6,093.759 | 7,811.54 | 27,366.17 | 4,216.3 | 104.72 | 17,807.5 | 102.21 | 14.84 | 5.24 | 3.88 | 307,004,489,201 | 90,485,851,564 | 0.011 | 0.006 | 0.01 | 0.006 | 0.006 | 0.014 | 0.004 | -0.004 | 0.001 |
| 2026-10-08 | 1 | 1 | 81,676.336 | 2,471.913 | 6,031.284 | 7,765.36 | 27,193.34 | 4,157 | 104.28 | 17,877.5 | 102.14 | 15.41 | 5.22 | 3.88 | 307,778,439,839 | 92,782,058,719 | -0.019 | -0.039 | -0.019 | -0.005 | -0.013 | 0.004 | 0.041 | 0.003 | -0.001 |
| 2026-10-07 | 1 | 1 | 83,275.93 | 2,573.527 | 6,146.724 | 7,801.77 | 27,538.69 | 4,140.7 | 100.2 | 17,829 | 102.24 | 15.08 | 5.28 | 3.88 | 308,259,018,186 | 95,375,993,235 | -0.027 | -0.046 | -0.007 | -0.002 | -0.002 | -0.011 | -0.004 | -0.003 | 0.004 |
| 2026-10-06 | 1 | 1 | 85,557.563 | 2,697.516 | 6,192.927 | 7,818.93 | 27,599.789 | 4,187.1 | 100.58 | 17,887.9 | 101.83 | 15.01 | 5.27 | 3.88 | 308,048,030,580 | 95,704,959,314 | -0.003 | -0.005 | 0.012 | 0.006 | 0.004 | 0.007 | 0.003 | -0.001 | -0.003 |
| 2026-10-05 | 1 | 1 | 85,786.594 | 2,711.032 | 6,118.86 | 7,773.95 | 27,477.311 | 4,156.8 | 100.32 | 17,909 | 102.17 | 15.52 | 5.31 | 3.88 | 307,573,178,247 | 95,817,502,605 | -0.008 | -0.006 | 0.014 | 0.007 | 0.011 | -0.001 | -0.019 | -0.001 | 0.002 |
| 2026-10-04 | 0 | 0 | 86,480.305 | 2,726.509 | 6,036.888 | 7,722.72 | 27,190.859 | 4,162.3 | 102.25 | 17,922.801 | 101.93 | 15.31 | 5.28 | 3.88 | 307,354,116,910 | 94,384,175,702 | 0.02 | 0.015 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2026-10-03 | 0 | 0 | 84,763.578 | 2,687.255 | 6,036.888 | 7,722.72 | 27,190.859 | 4,162.3 | 102.25 | 17,922.801 | 101.93 | 15.31 | 5.28 | 3.88 | 307,269,422,123 | 94,162,564,463 | 0.003 | 0.007 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2026-10-02 | 1 | 1 | 84,497.211 | 2,668.151 | 6,036.888 | 7,722.72 | 27,190.859 | 4,162.3 | 102.25 | 17,922.801 | 101.93 | 15.31 | 5.28 | 3.88 | 306,889,265,844 | 94,344,914,864 | -0.004 | -0.014 | 0.005 | 0.007 | 0.012 | -0.01 | -0.001 | 0.002 | -0.002 |