Datasets:
Tasks:
Time Series Forecasting
Modalities:
Tabular
Formats:
parquet
Languages:
English
Size:
10M - 100M
License:
| pretty_name: AI Hedge Fund Gold Labeled v1 | |
| license: mit | |
| task_categories: | |
| - time-series-forecasting | |
| - tabular-classification | |
| - tabular-regression | |
| tags: | |
| - finance | |
| - ohlcv | |
| - multi-horizon | |
| - cost-aware | |
| # Gold Labeled v1 | |
| ## Summary | |
| - Built at (UTC): `2026-03-02T16:32:55.889875+00:00` | |
| - Source file: `data\gold_10y_v2\gold_binance_multitf.parquet` | |
| - Symbols: `BNB/USDT, BTC/USDT, ETH/USDT, SOL/USDT, XRP/USDT` | |
| - Timeframes: `15m, 1d, 1h, 4h, 5m` | |
| - Round-trip cost threshold: `0.002800` | |
| - Rows total: `5865657` | |
| ## Label Families | |
| - `ret_hN`, `abs_ret_hN`: future return targets | |
| - `label_bin_hN`: binary direction (up/down) | |
| - `label_dir_hN`: directional class (-1/0/1) | |
| - `label_buy_sell_hold_hN`: discrete trading action | |
| - `label_costaware_hN`: buy/sell/hold with transaction cost threshold | |
| - `label_costaware_voladj_hN`: cost-aware action with volatility-adjusted neutral band | |
| - `label_tradeable_hN`: whether expected move exceeds round-trip cost | |
| - `target_vol_hN`: absolute future return proxy for volatility | |
| - `target_net_edge_hN`: |ret|-cost objective | |
| - `label_q5_hN`: 5-quantile regime label | |
| - `label_trend_state_hN`: trend regime (-1 reversion, 0 neutral, 1 continuation) | |
| - `label_trend_continuation_hN`, `label_trend_reversion_hN`: binary trend labels | |
| ## TF Coverage | |
| | Symbol | TF | Rows | Min UTC | Max UTC | Effective Rows | Horizons | | |
| |---|---|---:|---|---|---:|---| | |
| | BNB/USDT | 15m | 291001 | 2017-11-06T04:00:00+00:00 | 2026-02-28T18:30:00+00:00 | 291001 | 2,,,4,,,8,,,1,6,,,3,2,,,9,6 | | |
| | BNB/USDT | 1d | 3008 | 2017-11-07T00:00:00+00:00 | 2026-01-31T00:00:00+00:00 | 3008 | 1,,,2,,,3,,,5,,,1,0,,,2,0,,,3,0 | | |
| | BNB/USDT | 1h | 72747 | 2017-11-06T04:00:00+00:00 | 2026-02-27T19:00:00+00:00 | 72747 | 2,,,4,,,8,,,1,2,,,2,4,,,4,8 | | |
| | BNB/USDT | 4h | 18189 | 2017-11-06T04:00:00+00:00 | 2026-02-25T20:00:00+00:00 | 18189 | 2,,,3,,,6,,,1,2,,,2,4 | | |
| | BNB/USDT | 5m | 872912 | 2017-11-06T03:50:00+00:00 | 2026-02-28T18:25:00+00:00 | 872912 | 3,,,6,,,1,2,,,2,4,,,4,8,,,9,6,,,2,8,8 | | |
| | BTC/USDT | 15m | 298747 | 2017-08-17T04:00:00+00:00 | 2026-02-28T17:45:00+00:00 | 298747 | 2,,,4,,,8,,,1,6,,,3,2,,,9,6 | | |
| | BTC/USDT | 1d | 3089 | 2017-08-18T00:00:00+00:00 | 2026-01-31T00:00:00+00:00 | 3089 | 1,,,2,,,3,,,5,,,1,0,,,2,0,,,3,0 | | |
| | BTC/USDT | 1h | 74684 | 2017-08-17T04:00:00+00:00 | 2026-02-27T18:00:00+00:00 | 74684 | 2,,,4,,,8,,,1,2,,,2,4,,,4,8 | | |
| | BTC/USDT | 4h | 18674 | 2017-08-17T04:00:00+00:00 | 2026-02-25T20:00:00+00:00 | 18674 | 2,,,3,,,6,,,1,2,,,2,4 | | |
| | BTC/USDT | 5m | 896147 | 2017-08-17T04:00:00+00:00 | 2026-02-28T17:45:00+00:00 | 896147 | 3,,,6,,,1,2,,,2,4,,,4,8,,,9,6,,,2,8,8 | | |
| | ETH/USDT | 15m | 298748 | 2017-08-17T04:00:00+00:00 | 2026-02-28T18:00:00+00:00 | 298748 | 2,,,4,,,8,,,1,6,,,3,2,,,9,6 | | |
| | ETH/USDT | 1d | 3089 | 2017-08-18T00:00:00+00:00 | 2026-01-31T00:00:00+00:00 | 3089 | 1,,,2,,,3,,,5,,,1,0,,,2,0,,,3,0 | | |
| | ETH/USDT | 1h | 74684 | 2017-08-17T04:00:00+00:00 | 2026-02-27T18:00:00+00:00 | 74684 | 2,,,4,,,8,,,1,2,,,2,4,,,4,8 | | |
| | ETH/USDT | 4h | 18674 | 2017-08-17T04:00:00+00:00 | 2026-02-25T20:00:00+00:00 | 18674 | 2,,,3,,,6,,,1,2,,,2,4 | | |
| | ETH/USDT | 5m | 896150 | 2017-08-17T04:00:00+00:00 | 2026-02-28T18:00:00+00:00 | 896150 | 3,,,6,,,1,2,,,2,4,,,4,8,,,9,6,,,2,8,8 | | |
| | SOL/USDT | 15m | 194558 | 2020-08-11T06:00:00+00:00 | 2026-02-28T18:45:00+00:00 | 194558 | 2,,,4,,,8,,,1,6,,,3,2,,,9,6 | | |
| | SOL/USDT | 1d | 1999 | 2020-08-12T00:00:00+00:00 | 2026-01-31T00:00:00+00:00 | 1999 | 1,,,2,,,3,,,5,,,1,0,,,2,0,,,3,0 | | |
| | SOL/USDT | 1h | 48623 | 2020-08-11T06:00:00+00:00 | 2026-02-27T19:00:00+00:00 | 48623 | 2,,,4,,,8,,,1,2,,,2,4,,,4,8 | | |
| | SOL/USDT | 4h | 12147 | 2020-08-11T08:00:00+00:00 | 2026-02-25T20:00:00+00:00 | 12147 | 2,,,3,,,6,,,1,2,,,2,4 | | |
| | SOL/USDT | 5m | 583641 | 2020-08-11T06:00:00+00:00 | 2026-02-28T18:35:00+00:00 | 583641 | 3,,,6,,,1,2,,,2,4,,,4,8,,,9,6,,,2,8,8 | | |
| | XRP/USDT | 15m | 273949 | 2018-05-04T08:15:00+00:00 | 2026-02-28T18:45:00+00:00 | 273949 | 2,,,4,,,8,,,1,6,,,3,2,,,9,6 | | |
| | XRP/USDT | 1d | 2829 | 2018-05-05T00:00:00+00:00 | 2026-01-31T00:00:00+00:00 | 2829 | 1,,,2,,,3,,,5,,,1,0,,,2,0,,,3,0 | | |
| | XRP/USDT | 1h | 68480 | 2018-05-04T09:00:00+00:00 | 2026-02-27T19:00:00+00:00 | 68480 | 2,,,4,,,8,,,1,2,,,2,4,,,4,8 | | |
| | XRP/USDT | 4h | 17120 | 2018-05-04T12:00:00+00:00 | 2026-02-25T20:00:00+00:00 | 17120 | 2,,,3,,,6,,,1,2,,,2,4 | | |
| | XRP/USDT | 5m | 821768 | 2018-05-04T08:10:00+00:00 | 2026-02-28T18:45:00+00:00 | 821768 | 3,,,6,,,1,2,,,2,4,,,4,8,,,9,6,,,2,8,8 | |