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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 52 new columns ({'label_s025_t040_h08', 'vix_close', 'funding_last', 'rsi14_5m', 'session', 'taker_buy_ratio_1h', 'held_s025_t040_h08', 'bb_pct_5m', 'day_of_week', 'bb_pct_1h', 'dxy_close', 'macd_1h', 'rs_vs_btc_4h', 'us10y_chg_7d', 'bb_width_5m', 'vix_chg_7d', 'label_s015_t025_h04', 'mom_1h', 'pnl_s015_t025_h04', 'rsi14_1m', 'trades_1h', 'atr_pct_1h', 'gold_close', 'rsi14_4h', 'bb_width_1h', 'gold_chg_7d', 'pnl_s025_t040_h08', 'spread_proxy_5m', 'dist_ma20_1m', 'rsi14_1h', 'dist_ma20_1h', 'dxy_chg_7d', 'vol_ratio_1h', 'label_s020_t035_h06', 'sp500_close', 'dist_ma50_1h', 'atr_pct_1m', 'fng_delta_7d', 'pnl_s020_t035_h06', 'held_s015_t025_h04', 'cvd_1h', 'dist_ma50_4h', 'us10y_close', 'vol_zscore_7d', 'dist_ma50_1m', 'funding_avg_24h', 'ts_ms', 'eth_trend_24h', 'atr_pct_5m', 'sp500_chg_7d', 'held_s020_t035_h06', 'is_weekend'}) and 14 missing columns ({'label_s020_t030_h6', 'dist_ma20', 'pnl_s020_t030_h6', 'vol_ratio', 'held_s025_t040_h8', 'atr_pct', 'btc_dom_proxy', 'pnl_s025_t040_h8', 'held_s020_t030_h6', 'dt_iso', 'rsi14', 'dist_ma50', 'label_s025_t040_h8', 'ts'}).
This happened while the csv dataset builder was generating data using
hf://datasets/jponfiru/crypto-trading-bot-data/features_extended.csv (at revision 42ad16fb49031d31fa7b0f9093227a45f09c9b21), ['hf://datasets/jponfiru/crypto-trading-bot-data@42ad16fb49031d31fa7b0f9093227a45f09c9b21/features_d.csv', 'hf://datasets/jponfiru/crypto-trading-bot-data@42ad16fb49031d31fa7b0f9093227a45f09c9b21/features_extended.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
atr_pct_1h: double
atr_pct_1m: double
atr_pct_5m: double
bb_pct_1h: double
bb_pct_5m: double
bb_width_1h: double
bb_width_5m: double
btc_trend_24h: double
cvd_1h: double
day_of_week: int64
dist_ma20_1h: double
dist_ma20_1m: double
dist_ma50_1h: double
dist_ma50_1m: double
dist_ma50_4h: double
drawdown_7d: double
dxy_chg_7d: int64
dxy_close: int64
entry_price: double
eth_trend_24h: double
fng_delta_7d: int64
fng_value: int64
funding_avg_24h: double
funding_last: double
gold_chg_7d: int64
gold_close: int64
held_s015_t025_h04: double
held_s020_t035_h06: double
held_s025_t040_h08: double
held_s030_t050_h12: double
held_s035_t060_h16: double
held_s040_t080_h24: double
hour_of_day: int64
is_weekend: int64
label_s015_t025_h04: string
label_s020_t035_h06: string
label_s025_t040_h08: string
label_s030_t050_h12: string
label_s035_t060_h16: string
label_s040_t080_h24: string
macd_1h: double
mom_12h: double
mom_1h: double
mom_24h: double
mom_4h: double
pair: string
pnl_s015_t025_h04: double
pnl_s020_t035_h06: double
pnl_s025_t040_h08: double
pnl_s030_t050_h12: double
pnl_s035_t060_h16: double
pnl_s040_t080_h24: double
rs_vs_btc_4h: double
rsi14_1h: double
rsi14_1m: double
rsi14_4h: double
rsi14_5m: double
session: int64
sp500_chg_7d: int64
sp500_close: int64
spread_proxy_5m: double
taker_buy_ratio_1h: double
trades_1h: int64
ts_ms: int64
us10y_chg_7d: int64
us10y_close: int64
vix_chg_7d: int64
vix_close: int64
vol_ratio_1h: double
vol_zscore_7d: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 8960
to
{'pair': Value('string'), 'ts': Value('int64'), 'dt_iso': Value('string'), 'entry_price': Value('float64'), 'rsi14': Value('float64'), 'drawdown_7d': Value('float64'), 'atr_pct': Value('float64'), 'vol_ratio': Value('float64'), 'mom_4h': Value('float64'), 'mom_12h': Value('float64'), 'mom_24h': Value('float64'), 'dist_ma20': Value('float64'), 'dist_ma50': Value('float64'), 'btc_trend_24h': Value('float64'), 'btc_dom_proxy': Value('float64'), 'fng_value': Value('int64'), 'hour_of_day': Value('int64'), 'label_s020_t030_h6': Value('string'), 'pnl_s020_t030_h6': Value('float64'), 'held_s020_t030_h6': Value('int64'), 'label_s025_t040_h8': Value('string'), 'pnl_s025_t040_h8': Value('float64'), 'held_s025_t040_h8': Value('int64'), 'label_s030_t050_h12': Value('string'), 'pnl_s030_t050_h12': Value('float64'), 'held_s030_t050_h12': Value('int64'), 'label_s035_t060_h16': Value('string'), 'pnl_s035_t060_h16': Value('float64'), 'held_s035_t060_h16': Value('int64'), 'label_s040_t080_h24': Value('string'), 'pnl_s040_t080_h24': Value('float64'), 'held_s040_t080_h24': Value('int64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1342, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 52 new columns ({'label_s025_t040_h08', 'vix_close', 'funding_last', 'rsi14_5m', 'session', 'taker_buy_ratio_1h', 'held_s025_t040_h08', 'bb_pct_5m', 'day_of_week', 'bb_pct_1h', 'dxy_close', 'macd_1h', 'rs_vs_btc_4h', 'us10y_chg_7d', 'bb_width_5m', 'vix_chg_7d', 'label_s015_t025_h04', 'mom_1h', 'pnl_s015_t025_h04', 'rsi14_1m', 'trades_1h', 'atr_pct_1h', 'gold_close', 'rsi14_4h', 'bb_width_1h', 'gold_chg_7d', 'pnl_s025_t040_h08', 'spread_proxy_5m', 'dist_ma20_1m', 'rsi14_1h', 'dist_ma20_1h', 'dxy_chg_7d', 'vol_ratio_1h', 'label_s020_t035_h06', 'sp500_close', 'dist_ma50_1h', 'atr_pct_1m', 'fng_delta_7d', 'pnl_s020_t035_h06', 'held_s015_t025_h04', 'cvd_1h', 'dist_ma50_4h', 'us10y_close', 'vol_zscore_7d', 'dist_ma50_1m', 'funding_avg_24h', 'ts_ms', 'eth_trend_24h', 'atr_pct_5m', 'sp500_chg_7d', 'held_s020_t035_h06', 'is_weekend'}) and 14 missing columns ({'label_s020_t030_h6', 'dist_ma20', 'pnl_s020_t030_h6', 'vol_ratio', 'held_s025_t040_h8', 'atr_pct', 'btc_dom_proxy', 'pnl_s025_t040_h8', 'held_s020_t030_h6', 'dt_iso', 'rsi14', 'dist_ma50', 'label_s025_t040_h8', 'ts'}).
This happened while the csv dataset builder was generating data using
hf://datasets/jponfiru/crypto-trading-bot-data/features_extended.csv (at revision 42ad16fb49031d31fa7b0f9093227a45f09c9b21), ['hf://datasets/jponfiru/crypto-trading-bot-data@42ad16fb49031d31fa7b0f9093227a45f09c9b21/features_d.csv', 'hf://datasets/jponfiru/crypto-trading-bot-data@42ad16fb49031d31fa7b0f9093227a45f09c9b21/features_extended.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
pair string | ts int64 | dt_iso string | entry_price float64 | rsi14 float64 | drawdown_7d float64 | atr_pct float64 | vol_ratio float64 | mom_4h float64 | mom_12h float64 | mom_24h float64 | dist_ma20 float64 | dist_ma50 float64 | btc_trend_24h float64 | btc_dom_proxy float64 | fng_value int64 | hour_of_day int64 | label_s020_t030_h6 string | pnl_s020_t030_h6 float64 | held_s020_t030_h6 int64 | label_s025_t040_h8 string | pnl_s025_t040_h8 float64 | held_s025_t040_h8 int64 | label_s030_t050_h12 string | pnl_s030_t050_h12 float64 | held_s030_t050_h12 int64 | label_s035_t060_h16 string | pnl_s035_t060_h16 float64 | held_s035_t060_h16 int64 | label_s040_t080_h24 string | pnl_s040_t080_h24 float64 | held_s040_t080_h24 int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
BTCUSDT | 1,704,834,000 | 2024-01-09T21:00:00+00:00 | 45,439.44 | 33.59 | -3.467 | 1.487 | 1.3 | -2.733 | -2.264 | -3.467 | -2.551 | -0.34 | -3.467 | 53.83 | 76 | 21 | TIMEOUT | 1.491 | 6 | TIMEOUT | 1.181 | 8 | TIMEOUT | 0.489 | 12 | TIMEOUT | -0.707 | 16 | TIMEOUT | 1.115 | 24 |
BTCUSDT | 1,704,841,200 | 2024-01-09T23:00:00+00:00 | 46,110 | 46.06 | -2.042 | 1.565 | 1.356 | -1.634 | -1.085 | -1.791 | -0.97 | 0.953 | -1.791 | 51.13 | 76 | 23 | TIMEOUT | -0.291 | 6 | TIMEOUT | -0.763 | 8 | TIMEOUT | -1.288 | 12 | LOSS | -3.5 | 13 | TIMEOUT | 1.18 | 24 |
BTCUSDT | 1,704,844,800 | 2024-01-10T00:00:00+00:00 | 45,856.42 | 44.21 | -2.581 | 1.599 | 1.32 | -1.685 | -0.671 | -1.741 | -1.415 | 0.31 | -1.741 | 35.31 | 73 | 0 | TIMEOUT | 0.326 | 6 | TIMEOUT | -1.148 | 8 | LOSS | -3 | 12 | TIMEOUT | -1.189 | 16 | TIMEOUT | 1.774 | 24 |
BTCUSDT | 1,704,848,400 | 2024-01-10T01:00:00+00:00 | 45,929.3 | 43.07 | -2.426 | 1.615 | 1.306 | 1.078 | -1.932 | -1.347 | -1.175 | 0.382 | -1.347 | 38.13 | 73 | 1 | TIMEOUT | -0.373 | 6 | TIMEOUT | -0.583 | 8 | LOSS | -3 | 11 | LOSS | -3.5 | 12 | TIMEOUT | 1.258 | 24 |
BTCUSDT | 1,704,852,000 | 2024-01-10T02:00:00+00:00 | 45,971.09 | 47.85 | -2.338 | 1.404 | 1.301 | -0.612 | -1.267 | -1.729 | -0.998 | 0.37 | -1.729 | 32.66 | 73 | 2 | TIMEOUT | -1.395 | 6 | TIMEOUT | -0.955 | 8 | LOSS | -3 | 10 | LOSS | -3.5 | 11 | TIMEOUT | 1.279 | 24 |
BTCUSDT | 1,704,855,600 | 2024-01-10T03:00:00+00:00 | 46,117.1 | 41.09 | -2.027 | 1.29 | 1.288 | 0.015 | -1.602 | -1.726 | -0.607 | 0.583 | -1.726 | 36.16 | 73 | 3 | TIMEOUT | -0.988 | 6 | TIMEOUT | -1.304 | 8 | LOSS | -3 | 9 | LOSS | -3.5 | 9 | TIMEOUT | 0.835 | 24 |
BTCUSDT | 1,704,859,200 | 2024-01-10T04:00:00+00:00 | 45,960.98 | 42.32 | -2.359 | 1.252 | 1.283 | 0.228 | -2.008 | -1.8 | -0.882 | 0.13 | -1.8 | 32.08 | 73 | 4 | TIMEOUT | -0.933 | 6 | LOSS | -2.5 | 8 | LOSS | -3 | 8 | LOSS | -3.5 | 9 | TIMEOUT | 0.955 | 24 |
BTCUSDT | 1,704,862,800 | 2024-01-10T05:00:00+00:00 | 45,975.99 | 37.65 | -2.327 | 1.183 | 1.278 | 0.102 | -1.584 | -1.581 | -0.794 | 0.055 | -1.581 | 36.56 | 73 | 5 | LOSS | -2 | 6 | LOSS | -2.5 | 7 | LOSS | -3 | 7 | LOSS | -3.5 | 7 | TIMEOUT | 0.204 | 24 |
BTCUSDT | 1,704,866,400 | 2024-01-10T06:00:00+00:00 | 46,006 | 37.57 | -2.263 | 1.172 | 1.279 | 0.076 | -1.36 | -1.671 | -0.683 | 0.016 | -1.671 | 32.25 | 73 | 6 | LOSS | -2 | 5 | LOSS | -2.5 | 6 | LOSS | -3 | 6 | LOSS | -3.5 | 6 | TIMEOUT | -0.215 | 24 |
BTCUSDT | 1,704,870,000 | 2024-01-10T07:00:00+00:00 | 45,757.98 | 36.95 | -2.79 | 1.179 | 1.283 | -0.779 | -2.385 | -2.28 | -1.126 | -0.615 | -2.28 | 41.99 | 73 | 7 | LOSS | -2 | 5 | LOSS | -2.5 | 5 | LOSS | -3 | 5 | TIMEOUT | 1.958 | 16 | TIMEOUT | 0.751 | 24 |
BTCUSDT | 1,704,873,600 | 2024-01-10T08:00:00+00:00 | 45,329.94 | 33.71 | -3.7 | 1.239 | 1.302 | -1.373 | -2.814 | -2.61 | -1.963 | -1.605 | -2.61 | 48.76 | 73 | 8 | LOSS | -2 | 4 | TIMEOUT | -0.042 | 8 | TIMEOUT | 1.758 | 12 | TIMEOUT | 2.956 | 16 | TIMEOUT | 2.089 | 24 |
BTCUSDT | 1,704,877,200 | 2024-01-10T09:00:00+00:00 | 45,661.42 | 35.25 | -2.995 | 1.239 | 1.317 | -0.684 | 0.489 | -1.786 | -1.12 | -0.958 | -1.786 | 28.53 | 73 | 9 | LOSS | -2 | 3 | LOSS | -2.5 | 3 | TIMEOUT | 0.623 | 12 | TIMEOUT | 1.852 | 16 | TIMEOUT | 1.224 | 24 |
BTCUSDT | 1,704,880,800 | 2024-01-10T10:00:00+00:00 | 45,532 | 36.17 | -3.27 | 1.221 | 1.308 | -1.03 | -1.561 | -1.959 | -1.291 | -1.31 | -1.959 | 27.57 | 73 | 10 | LOSS | -2 | 2 | LOSS | -2.5 | 2 | TIMEOUT | 3.01 | 12 | TIMEOUT | 2.256 | 16 | TIMEOUT | 2.916 | 24 |
BTCUSDT | 1,704,884,400 | 2024-01-10T11:00:00+00:00 | 45,515.89 | 51.35 | -3.305 | 0.819 | 1.347 | -0.529 | -1.288 | -2.36 | -1.181 | -1.422 | -2.36 | 47.58 | 73 | 11 | LOSS | -2 | 1 | LOSS | -2.5 | 1 | TIMEOUT | 2.5 | 12 | TIMEOUT | 2.167 | 16 | TIMEOUT | 3.392 | 24 |
BTCUSDT | 1,704,888,000 | 2024-01-10T12:00:00+00:00 | 44,670.53 | 22.3 | -5.101 | 0.887 | 1.427 | -1.455 | -2.586 | -3.24 | -2.781 | -3.277 | -3.24 | 40.87 | 73 | 12 | WIN | 3 | 5 | WIN | 4 | 6 | WIN | 5 | 10 | WIN | 6 | 11 | TIMEOUT | 6.221 | 24 |
BTCUSDT | 1,704,891,600 | 2024-01-10T13:00:00+00:00 | 45,118.01 | 34.31 | -4.15 | 1 | 1.421 | -1.19 | -1.766 | -3.664 | -1.636 | -2.328 | -3.664 | 49.76 | 73 | 13 | WIN | 3 | 5 | TIMEOUT | 1.835 | 8 | WIN | 5 | 10 | TIMEOUT | 2.11 | 16 | TIMEOUT | 4.892 | 24 |
BTCUSDT | 1,704,895,200 | 2024-01-10T14:00:00+00:00 | 44,884 | 34.52 | -4.647 | 1.025 | 1.432 | -1.423 | -2.365 | -3.602 | -1.958 | -2.825 | -3.602 | 50.26 | 73 | 14 | WIN | 3 | 3 | WIN | 4 | 8 | WIN | 5 | 9 | WIN | 6 | 9 | WIN | 8 | 24 |
BTCUSDT | 1,704,898,800 | 2024-01-10T15:00:00+00:00 | 45,546.4 | 44.87 | -3.24 | 1.087 | 1.453 | 0.067 | -1.238 | -2.82 | -0.367 | -1.418 | -2.82 | 34.47 | 73 | 15 | TIMEOUT | 0.877 | 6 | WIN | 4 | 8 | TIMEOUT | 2.098 | 12 | TIMEOUT | 1.219 | 16 | TIMEOUT | 2.717 | 24 |
BTCUSDT | 1,704,902,400 | 2024-01-10T16:00:00+00:00 | 45,311.1 | 41.59 | -3.74 | 1.145 | 1.498 | 1.434 | -1.414 | -3.394 | -0.737 | -1.95 | -3.394 | 43.8 | 73 | 16 | WIN | 3 | 6 | WIN | 4 | 7 | WIN | 5 | 7 | TIMEOUT | 2.132 | 16 | WIN | 8 | 22 |
BTCUSDT | 1,704,916,800 | 2024-01-10T20:00:00+00:00 | 46,127 | 51.16 | -2.006 | 1.665 | 1.808 | 1.801 | 1.758 | -1.105 | 0.842 | -0.315 | -1.105 | 54.71 | 73 | 20 | LOSS | -2 | 1 | TIMEOUT | 0.592 | 8 | TIMEOUT | 0.325 | 12 | TIMEOUT | 2.867 | 16 | TIMEOUT | 0.249 | 24 |
BTCUSDT | 1,704,920,400 | 2024-01-10T21:00:00+00:00 | 45,946 | 51.83 | -2.391 | 1.816 | 1.601 | -0.982 | 0.623 | 1.115 | 0.445 | -0.662 | 1.115 | 37.69 | 73 | 21 | WIN | 3 | 2 | TIMEOUT | 0.27 | 8 | TIMEOUT | 0.597 | 12 | TIMEOUT | 3.002 | 16 | TIMEOUT | 0.457 | 24 |
BTCUSDT | 1,704,956,400 | 2024-01-11T07:00:00+00:00 | 46,101.4 | 44.97 | -2.061 | 1.479 | 1.759 | -0.862 | -0.834 | 0.751 | 0.08 | -0.154 | 0.751 | 28.36 | 76 | 7 | TIMEOUT | 2.655 | 6 | WIN | 4 | 7 | WIN | 5 | 7 | WIN | 6 | 7 | TIMEOUT | -0.202 | 24 |
BTCUSDT | 1,704,985,200 | 2024-01-11T15:00:00+00:00 | 46,783.78 | 52.51 | -3.68 | 1.322 | 1.974 | -0.587 | 0.606 | 2.717 | 0.298 | 1.156 | 2.717 | 49.5 | 76 | 15 | LOSS | -2 | 1 | LOSS | -2.5 | 2 | TIMEOUT | -1.688 | 12 | TIMEOUT | -1.658 | 16 | LOSS | -4 | 24 |
BTCUSDT | 1,704,988,800 | 2024-01-11T16:00:00+00:00 | 46,007.29 | 45.58 | -5.279 | 1.517 | 2.051 | -3.04 | -0.846 | 1.536 | -1.354 | -0.5 | 1.536 | 52.16 | 76 | 16 | TIMEOUT | 0.854 | 6 | TIMEOUT | 0.622 | 8 | TIMEOUT | -0.111 | 12 | TIMEOUT | -0.32 | 16 | LOSS | -4 | 24 |
BTCUSDT | 1,704,992,400 | 2024-01-11T17:00:00+00:00 | 46,497.14 | 49.96 | -4.27 | 1.586 | 2.028 | -1.75 | 0.927 | 0.205 | -0.362 | 0.576 | 0.205 | 52.45 | 76 | 17 | TIMEOUT | -0.34 | 6 | TIMEOUT | -0.778 | 8 | TIMEOUT | -0.652 | 12 | TIMEOUT | -1.229 | 16 | LOSS | -4 | 22 |
BTCUSDT | 1,704,996,000 | 2024-01-11T18:00:00+00:00 | 46,609.99 | 51.57 | -4.038 | 1.61 | 1.993 | -4.038 | 1.531 | 0.178 | -0.089 | 0.833 | 0.178 | 43.51 | 76 | 18 | TIMEOUT | -0.679 | 6 | TIMEOUT | -1 | 8 | TIMEOUT | -1.092 | 12 | TIMEOUT | -1.172 | 16 | LOSS | -4 | 21 |
BTCUSDT | 1,704,999,600 | 2024-01-11T19:00:00+00:00 | 46,692.3 | 54.83 | -3.868 | 1.597 | 1.95 | -0.196 | 1.282 | 0.437 | 0.083 | 1.012 | 0.437 | 43.28 | 76 | 19 | TIMEOUT | -1.193 | 6 | TIMEOUT | -1.496 | 8 | TIMEOUT | -1.465 | 12 | TIMEOUT | -1.58 | 16 | LOSS | -4 | 20 |
BTCUSDT | 1,705,003,200 | 2024-01-11T20:00:00+00:00 | 46,241.92 | 52.49 | -4.796 | 1.671 | 1.838 | 0.51 | -0.076 | 0.249 | -0.837 | 0.055 | 0.249 | 52.13 | 76 | 20 | TIMEOUT | -0.212 | 6 | TIMEOUT | -0.618 | 8 | TIMEOUT | -0.826 | 12 | TIMEOUT | -0.812 | 16 | LOSS | -4 | 19 |
BTCUSDT | 1,705,006,800 | 2024-01-11T21:00:00+00:00 | 46,156.01 | 50.41 | -4.973 | 1.681 | 1.73 | -0.734 | -0.139 | 0.457 | -0.984 | -0.1 | 0.457 | 39.71 | 76 | 21 | TIMEOUT | -0.351 | 6 | TIMEOUT | 0.082 | 8 | TIMEOUT | -0.499 | 12 | TIMEOUT | -0.817 | 16 | LOSS | -4 | 19 |
BTCUSDT | 1,705,010,400 | 2024-01-11T22:00:00+00:00 | 46,399.99 | 50.92 | -4.47 | 1.684 | 1.64 | -0.451 | -0.981 | -1.072 | -0.443 | 0.439 | -1.072 | 35.42 | 76 | 22 | TIMEOUT | -0.956 | 6 | TIMEOUT | -0.645 | 8 | TIMEOUT | -0.725 | 12 | TIMEOUT | -2.065 | 16 | LOSS | -4 | 17 |
BTCUSDT | 1,705,014,000 | 2024-01-11T23:00:00+00:00 | 46,339.16 | 50.89 | -4.595 | 1.695 | 1.497 | -0.756 | -1.532 | -0.675 | -0.556 | 0.268 | -0.675 | 34.81 | 76 | 23 | TIMEOUT | -0.313 | 6 | TIMEOUT | -0.714 | 8 | TIMEOUT | -0.83 | 12 | LOSS | -3.5 | 16 | LOSS | -4 | 16 |
BTCUSDT | 1,705,017,600 | 2024-01-12T00:00:00+00:00 | 46,293.43 | 45.35 | -4.69 | 1.674 | 1.478 | 0.111 | -2.437 | -0.807 | -0.643 | 0.167 | -0.807 | 39.6 | 71 | 0 | TIMEOUT | -0.416 | 6 | TIMEOUT | -0.936 | 8 | TIMEOUT | -0.922 | 12 | LOSS | -3.5 | 15 | LOSS | -4 | 15 |
BTCUSDT | 1,705,021,200 | 2024-01-12T01:00:00+00:00 | 46,135.48 | 42.36 | -5.015 | 1.677 | 1.486 | -0.044 | -2.514 | -0.799 | -0.989 | -0.175 | -0.799 | 33.99 | 71 | 1 | TIMEOUT | -0.276 | 6 | TIMEOUT | -0.454 | 8 | TIMEOUT | -0.773 | 12 | LOSS | -3.5 | 14 | LOSS | -4 | 15 |
BTCUSDT | 1,705,024,800 | 2024-01-12T02:00:00+00:00 | 46,144.01 | 38.49 | -4.997 | 1.635 | 1.49 | -0.552 | -4.997 | -0.891 | -0.996 | -0.169 | -0.891 | 31.72 | 71 | 2 | TIMEOUT | -0.615 | 6 | TIMEOUT | -0.174 | 8 | TIMEOUT | -1.521 | 12 | LOSS | -3.5 | 13 | LOSS | -4 | 14 |
BTCUSDT | 1,705,028,400 | 2024-01-12T03:00:00+00:00 | 45,994 | 38.32 | -5.306 | 1.575 | 1.475 | -0.745 | -1.688 | -1.093 | -1.307 | -0.497 | -1.093 | 34.58 | 71 | 3 | TIMEOUT | -0.148 | 6 | TIMEOUT | -0.086 | 8 | LOSS | -3 | 12 | LOSS | -3.5 | 12 | LOSS | -4 | 13 |
BTCUSDT | 1,705,032,000 | 2024-01-12T04:00:00+00:00 | 45,956.34 | 20.88 | -5.384 | 1.343 | 1.472 | -0.728 | -0.111 | -0.956 | -1.353 | -0.578 | -0.956 | 36.36 | 71 | 4 | TIMEOUT | 0.233 | 6 | TIMEOUT | -0.195 | 8 | LOSS | -3 | 11 | LOSS | -3.5 | 11 | LOSS | -4 | 12 |
BTCUSDT | 1,705,035,600 | 2024-01-12T05:00:00+00:00 | 46,194.01 | 39.97 | -4.894 | 1.044 | 1.454 | 0.127 | -0.652 | 0.269 | -0.84 | -0.067 | 0.269 | 35.17 | 71 | 5 | TIMEOUT | -0.519 | 6 | TIMEOUT | -0.898 | 8 | LOSS | -3 | 10 | LOSS | -3.5 | 10 | LOSS | -4 | 10 |
BTCUSDT | 1,705,039,200 | 2024-01-12T06:00:00+00:00 | 46,100.85 | 52.07 | -5.086 | 0.896 | 1.434 | -0.094 | -1.092 | 0.422 | -0.96 | -0.274 | 0.422 | 27.43 | 71 | 6 | TIMEOUT | -0.508 | 6 | TIMEOUT | -1.429 | 8 | LOSS | -3 | 9 | LOSS | -3.5 | 9 | LOSS | -4 | 10 |
BTCUSDT | 1,705,042,800 | 2024-01-12T07:00:00+00:00 | 46,008.19 | 36.85 | -5.277 | 0.814 | 1.441 | 0.031 | -1.465 | -0.202 | -1.047 | -0.476 | -0.202 | 39.47 | 71 | 7 | TIMEOUT | -0.498 | 6 | LOSS | -2.5 | 8 | LOSS | -3 | 8 | LOSS | -3.5 | 8 | LOSS | -4 | 9 |
BTCUSDT | 1,705,046,400 | 2024-01-12T08:00:00+00:00 | 45,860.01 | 30.21 | -5.582 | 0.815 | 1.439 | -0.21 | -0.826 | -0.901 | -1.197 | -0.79 | -0.901 | 33.31 | 71 | 8 | TIMEOUT | -0.911 | 6 | LOSS | -2.5 | 7 | LOSS | -3 | 7 | LOSS | -3.5 | 8 | LOSS | -4 | 8 |
BTCUSDT | 1,705,050,000 | 2024-01-12T09:00:00+00:00 | 45,925.92 | 29.6 | -5.446 | 0.828 | 1.454 | -0.58 | -0.499 | -0.637 | -0.905 | -0.655 | -0.637 | 39.53 | 71 | 9 | LOSS | -2 | 6 | LOSS | -2.5 | 6 | LOSS | -3 | 6 | LOSS | -3.5 | 7 | LOSS | -4 | 7 |
BTCUSDT | 1,705,053,600 | 2024-01-12T10:00:00+00:00 | 46,063.62 | 44.31 | -5.163 | 0.738 | 1.438 | -0.081 | -0.725 | -1.699 | -0.339 | -0.389 | -1.699 | 37.54 | 71 | 10 | LOSS | -2 | 5 | LOSS | -2.5 | 5 | LOSS | -3 | 5 | LOSS | -3.5 | 5 | LOSS | -4 | 6 |
BTCUSDT | 1,705,057,200 | 2024-01-12T11:00:00+00:00 | 45,954.35 | 43.66 | -5.388 | 0.739 | 1.416 | -0.117 | -0.83 | -2.349 | -0.486 | -0.638 | -2.349 | 27.46 | 71 | 11 | LOSS | -2 | 4 | LOSS | -2.5 | 4 | LOSS | -3 | 4 | LOSS | -3.5 | 4 | LOSS | -4 | 5 |
BTCUSDT | 1,705,060,800 | 2024-01-12T12:00:00+00:00 | 45,866.56 | 31.39 | -5.568 | 0.755 | 1.393 | 0.014 | -0.922 | -3.336 | -0.661 | -0.842 | -3.336 | 24.92 | 71 | 12 | LOSS | -2 | 3 | LOSS | -2.5 | 3 | LOSS | -3 | 3 | LOSS | -3.5 | 4 | LOSS | -4 | 4 |
BTCUSDT | 1,705,064,400 | 2024-01-12T13:00:00+00:00 | 45,779.02 | 30.81 | -5.749 | 0.784 | 1.353 | -0.32 | -0.773 | -3.267 | -0.773 | -1.042 | -3.267 | 32.47 | 71 | 13 | LOSS | -2 | 2 | LOSS | -2.5 | 2 | LOSS | -3 | 2 | LOSS | -3.5 | 3 | LOSS | -4 | 3 |
BTCUSDT | 1,705,068,000 | 2024-01-12T14:00:00+00:00 | 45,442.02 | 25.69 | -6.442 | 0.814 | 1.171 | -1.349 | -1.521 | -6.442 | -1.379 | -1.804 | -6.442 | 46.43 | 71 | 14 | LOSS | -2 | 1 | LOSS | -2.5 | 2 | LOSS | -3 | 2 | LOSS | -3.5 | 2 | LOSS | -4 | 2 |
BTCUSDT | 1,705,071,600 | 2024-01-12T15:00:00+00:00 | 44,462.01 | 17.48 | -8.46 | 0.944 | 1.094 | -3.247 | -3.331 | -4.963 | -3.272 | -3.894 | -4.963 | 48.91 | 71 | 15 | LOSS | -2 | 1 | LOSS | -2.5 | 1 | LOSS | -3 | 7 | LOSS | -3.5 | 7 | LOSS | -4 | 7 |
BTCUSDT | 1,705,075,200 | 2024-01-12T16:00:00+00:00 | 43,624 | 12.97 | -10.185 | 1.16 | 1.112 | -4.889 | -5.075 | -5.18 | -4.824 | -5.654 | -5.18 | 54.07 | 71 | 16 | LOSS | -2 | 6 | LOSS | -2.5 | 6 | LOSS | -3 | 6 | LOSS | -3.5 | 6 | LOSS | -4 | 6 |
BTCUSDT | 1,705,078,800 | 2024-01-12T17:00:00+00:00 | 43,803.99 | 18.1 | -9.815 | 1.203 | 1.127 | -4.314 | -5.174 | -5.792 | -4.185 | -5.193 | -5.792 | 41.95 | 71 | 17 | LOSS | -2 | 5 | LOSS | -2.5 | 5 | LOSS | -3 | 5 | LOSS | -3.5 | 5 | LOSS | -4 | 5 |
BTCUSDT | 1,705,082,400 | 2024-01-12T18:00:00+00:00 | 43,472 | 16.67 | -10.498 | 1.282 | 1.152 | -4.335 | -5.702 | -6.732 | -4.606 | -5.837 | -6.732 | 52.3 | 71 | 18 | LOSS | -2 | 4 | LOSS | -2.5 | 4 | LOSS | -3 | 4 | LOSS | -3.5 | 4 | LOSS | -4 | 4 |
BTCUSDT | 1,705,086,000 | 2024-01-12T19:00:00+00:00 | 43,472.55 | 11.01 | -10.497 | 1.304 | 1.163 | -2.225 | -5.511 | -6.896 | -4.304 | -5.716 | -6.896 | 52.26 | 71 | 19 | LOSS | -2 | 3 | LOSS | -2.5 | 3 | LOSS | -3 | 3 | LOSS | -3.5 | 3 | LOSS | -4 | 3 |
BTCUSDT | 1,705,089,600 | 2024-01-12T20:00:00+00:00 | 43,653.38 | 15.79 | -10.125 | 1.35 | 1.162 | 0.067 | -4.812 | -5.598 | -3.626 | -5.206 | -5.598 | 61.53 | 71 | 20 | LOSS | -2 | 2 | LOSS | -2.5 | 2 | LOSS | -3 | 2 | LOSS | -3.5 | 2 | LOSS | -4 | 2 |
BTCUSDT | 1,705,093,200 | 2024-01-12T21:00:00+00:00 | 43,449 | 15.31 | -10.546 | 1.397 | 1.183 | -0.81 | -5.393 | -5.865 | -3.792 | -5.525 | -5.865 | 33.98 | 71 | 21 | LOSS | -2 | 1 | LOSS | -2.5 | 1 | LOSS | -3 | 1 | LOSS | -3.5 | 1 | LOSS | -4 | 1 |
BTCUSDT | 1,705,096,800 | 2024-01-12T22:00:00+00:00 | 42,510 | 12.61 | -12.479 | 1.693 | 1.313 | -2.213 | -7.715 | -8.384 | -5.49 | -7.421 | -8.384 | 51.88 | 71 | 22 | TIMEOUT | 0.776 | 6 | TIMEOUT | 1.506 | 8 | TIMEOUT | 0.447 | 12 | TIMEOUT | 0.816 | 16 | TIMEOUT | 1.131 | 24 |
BTCUSDT | 1,705,100,400 | 2024-01-12T23:00:00+00:00 | 42,782.73 | 16.47 | -11.918 | 1.672 | 1.351 | -1.587 | -6.902 | -7.675 | -4.543 | -6.698 | -7.675 | 47.94 | 71 | 23 | TIMEOUT | 0.744 | 6 | TIMEOUT | 0.749 | 8 | TIMEOUT | -0.371 | 12 | TIMEOUT | 0.869 | 16 | TIMEOUT | 0.153 | 24 |
BTCUSDT | 1,705,104,000 | 2024-01-13T00:00:00+00:00 | 42,801.76 | 14.3 | -11.878 | 1.661 | 1.361 | -1.951 | -6.682 | -7.542 | -4.164 | -6.49 | -7.542 | 46.2 | 64 | 0 | TIMEOUT | 0.814 | 6 | TIMEOUT | 0.86 | 8 | TIMEOUT | -0.273 | 12 | TIMEOUT | 0.219 | 16 | TIMEOUT | -0.267 | 24 |
BTCUSDT | 1,705,107,600 | 2024-01-13T01:00:00+00:00 | 42,673.83 | 14.24 | -12.142 | 1.675 | 1.38 | -1.784 | -6.783 | -7.503 | -4.072 | -6.607 | -7.503 | 40.98 | 64 | 1 | TIMEOUT | 1.006 | 6 | TIMEOUT | 0.584 | 8 | TIMEOUT | 0.153 | 12 | TIMEOUT | 0.526 | 16 | TIMEOUT | 0.223 | 24 |
BTCUSDT | 1,705,111,200 | 2024-01-13T02:00:00+00:00 | 42,530 | 14.07 | -12.438 | 1.661 | 1.395 | 0.047 | -6.408 | -7.832 | -4.01 | -6.753 | -7.832 | 39.02 | 64 | 2 | TIMEOUT | 1.505 | 6 | TIMEOUT | 0.4 | 8 | TIMEOUT | 0.769 | 12 | TIMEOUT | 0.649 | 16 | TIMEOUT | 0.586 | 24 |
BTCUSDT | 1,705,114,800 | 2024-01-13T03:00:00+00:00 | 42,609.94 | 15.82 | -12.273 | 1.637 | 1.401 | -0.404 | -4.166 | -7.358 | -3.459 | -6.417 | -7.358 | 44.58 | 64 | 3 | TIMEOUT | 0.735 | 6 | TIMEOUT | 0.033 | 8 | TIMEOUT | 1.278 | 12 | TIMEOUT | 0.414 | 16 | TIMEOUT | 0.169 | 24 |
BTCUSDT | 1,705,118,400 | 2024-01-13T04:00:00+00:00 | 42,840.01 | 21.27 | -11.8 | 1.568 | 1.399 | 0.089 | -1.797 | -6.781 | -2.605 | -5.758 | -6.781 | 46.2 | 64 | 4 | TIMEOUT | -0.327 | 6 | TIMEOUT | -0.362 | 8 | TIMEOUT | 0.129 | 12 | TIMEOUT | 0.07 | 16 | TIMEOUT | -0.607 | 24 |
BTCUSDT | 1,705,122,000 | 2024-01-13T05:00:00+00:00 | 43,101.09 | 32.14 | -11.262 | 1.433 | 1.406 | 1.001 | -1.605 | -6.696 | -1.696 | -5.042 | -6.696 | 42.18 | 64 | 5 | TIMEOUT | -1.107 | 6 | TIMEOUT | -0.84 | 8 | TIMEOUT | -0.47 | 12 | TIMEOUT | -0.319 | 16 | TIMEOUT | -0.815 | 24 |
BTCUSDT | 1,705,125,600 | 2024-01-13T06:00:00+00:00 | 43,149.99 | 42.15 | -11.161 | 1.228 | 1.416 | 1.458 | -0.741 | -6.401 | -1.256 | -4.798 | -6.401 | 42.69 | 64 | 6 | TIMEOUT | -1.078 | 6 | TIMEOUT | -0.679 | 8 | TIMEOUT | -0.797 | 12 | TIMEOUT | -0.369 | 16 | TIMEOUT | -0.35 | 24 |
BTCUSDT | 1,705,129,200 | 2024-01-13T07:00:00+00:00 | 43,102.97 | 37.86 | -11.258 | 1.168 | 1.402 | 1.157 | -0.85 | -6.315 | -1.041 | -4.777 | -6.315 | 41.21 | 64 | 7 | TIMEOUT | -0.844 | 6 | TIMEOUT | 0.12 | 8 | TIMEOUT | -0.735 | 12 | TIMEOUT | -0.592 | 16 | TIMEOUT | -0.212 | 24 |
BTCUSDT | 1,705,132,800 | 2024-01-13T08:00:00+00:00 | 43,170.01 | 44.24 | -11.12 | 1.086 | 1.398 | 0.77 | -1.107 | -5.866 | -0.579 | -4.513 | -5.866 | 32.22 | 64 | 8 | TIMEOUT | -0.725 | 6 | TIMEOUT | -0.636 | 8 | TIMEOUT | -0.695 | 12 | TIMEOUT | -1.118 | 16 | TIMEOUT | -0.403 | 24 |
BTCUSDT | 1,705,136,400 | 2024-01-13T09:00:00+00:00 | 42,923.21 | 40.42 | -11.628 | 1.081 | 1.387 | -0.413 | -1.21 | -6.538 | -0.821 | -4.925 | -6.538 | 37.38 | 64 | 9 | TIMEOUT | 0.539 | 6 | TIMEOUT | -0.058 | 8 | TIMEOUT | 0.094 | 12 | TIMEOUT | -0.359 | 16 | TIMEOUT | 0.301 | 24 |
BTCUSDT | 1,705,140,000 | 2024-01-13T10:00:00+00:00 | 42,700.12 | 33.63 | -12.088 | 1.039 | 1.391 | -1.043 | 0.447 | -7.302 | -1.023 | -5.269 | -7.302 | 43.36 | 64 | 10 | TIMEOUT | 0.457 | 6 | TIMEOUT | 0.248 | 8 | TIMEOUT | 0.68 | 12 | TIMEOUT | 0.185 | 16 | TIMEOUT | 0.442 | 24 |
BTCUSDT | 1,705,143,600 | 2024-01-13T11:00:00+00:00 | 42,624 | 35.18 | -12.244 | 0.981 | 1.387 | -1.111 | -0.371 | -7.247 | -0.989 | -5.287 | -7.247 | 46.54 | 64 | 11 | TIMEOUT | 0.644 | 6 | TIMEOUT | 0.381 | 8 | TIMEOUT | 0.526 | 12 | TIMEOUT | 0.136 | 16 | TIMEOUT | 0.483 | 24 |
BTCUSDT | 1,705,147,200 | 2024-01-13T12:00:00+00:00 | 42,684.88 | 54.59 | -12.119 | 0.694 | 1.377 | -1.124 | -0.273 | -6.937 | -0.739 | -4.975 | -6.937 | 35.92 | 64 | 12 | TIMEOUT | 0.284 | 6 | TIMEOUT | 0.434 | 8 | TIMEOUT | 0.006 | 12 | TIMEOUT | -0.246 | 16 | TIMEOUT | 0.171 | 24 |
BTCUSDT | 1,705,150,800 | 2024-01-13T13:00:00+00:00 | 42,739.14 | 48.71 | -12.007 | 0.645 | 1.359 | -0.429 | 0.153 | -6.64 | -0.49 | -4.671 | -6.64 | 31.35 | 64 | 13 | TIMEOUT | 0.11 | 6 | TIMEOUT | 0.525 | 8 | TIMEOUT | 0.07 | 12 | TIMEOUT | 0.025 | 16 | TIMEOUT | 0.357 | 24 |
BTCUSDT | 1,705,154,400 | 2024-01-13T14:00:00+00:00 | 42,856.92 | 51.55 | -11.765 | 0.658 | 1.298 | 0.367 | 0.769 | -5.689 | -0.144 | -4.212 | -5.689 | 36.97 | 64 | 14 | TIMEOUT | 0.031 | 6 | TIMEOUT | 0.312 | 8 | TIMEOUT | -0.182 | 12 | TIMEOUT | 0.331 | 16 | TIMEOUT | -0.105 | 24 |
BTCUSDT | 1,705,168,800 | 2024-01-13T18:00:00+00:00 | 42,806.01 | 49.08 | -11.87 | 0.652 | 0.873 | -0.119 | -0.797 | -1.532 | -0.108 | -3.596 | -1.532 | 27.59 | 64 | 18 | TIMEOUT | -0.277 | 6 | TIMEOUT | -0.063 | 8 | TIMEOUT | 0.451 | 12 | TIMEOUT | 0.194 | 16 | TIMEOUT | 0.22 | 24 |
BTCUSDT | 1,705,172,400 | 2024-01-13T19:00:00+00:00 | 42,786.25 | 40.24 | -11.91 | 0.627 | 0.842 | -0.853 | -0.735 | -1.579 | -0.154 | -3.48 | -1.579 | 22.36 | 64 | 19 | TIMEOUT | -0.04 | 6 | TIMEOUT | -0.244 | 8 | TIMEOUT | 0.526 | 12 | TIMEOUT | 0.102 | 16 | TIMEOUT | -0.295 | 24 |
BTCUSDT | 1,705,176,000 | 2024-01-13T20:00:00+00:00 | 42,870 | 41.51 | -11.738 | 0.624 | 0.781 | -0.059 | -0.695 | -1.795 | 0.033 | -3.127 | -1.795 | 27.16 | 64 | 20 | TIMEOUT | -0.212 | 6 | TIMEOUT | -0.676 | 8 | TIMEOUT | 0.294 | 12 | TIMEOUT | -0.261 | 16 | TIMEOUT | -0.845 | 24 |
BTCUSDT | 1,705,179,600 | 2024-01-13T21:00:00+00:00 | 42,963.44 | 45.88 | -11.545 | 0.617 | 0.745 | 0.152 | 0.094 | -1.118 | 0.217 | -2.752 | -1.118 | 25.28 | 64 | 21 | TIMEOUT | -0.655 | 6 | TIMEOUT | -0.497 | 8 | TIMEOUT | 0.207 | 12 | TIMEOUT | -0.167 | 16 | TIMEOUT | -0.951 | 24 |
BTCUSDT | 1,705,183,200 | 2024-01-13T22:00:00+00:00 | 42,990.65 | 44.58 | -11.489 | 0.611 | 0.59 | 0.431 | 0.68 | 1.131 | 0.227 | -2.547 | 1.131 | 28.64 | 64 | 22 | TIMEOUT | -0.955 | 6 | TIMEOUT | 0.019 | 8 | TIMEOUT | -0.236 | 12 | TIMEOUT | -0.416 | 16 | TIMEOUT | -1.674 | 24 |
BTCUSDT | 1,705,186,800 | 2024-01-13T23:00:00+00:00 | 42,847.99 | 47.57 | -11.783 | 0.583 | 0.543 | 0.144 | 0.526 | 0.153 | -0.133 | -2.725 | 0.153 | 22.35 | 64 | 23 | TIMEOUT | -0.229 | 6 | TIMEOUT | 0.381 | 8 | TIMEOUT | -0.042 | 12 | TIMEOUT | 0.132 | 16 | TIMEOUT | -2.604 | 24 |
BTCUSDT | 1,705,190,400 | 2024-01-14T00:00:00+00:00 | 42,687.36 | 49.57 | -12.114 | 0.574 | 0.516 | -0.426 | 0.006 | -0.267 | -0.49 | -2.926 | -0.267 | 28.28 | 60 | 0 | TIMEOUT | 0.73 | 6 | TIMEOUT | 0.724 | 8 | TIMEOUT | 0.165 | 12 | TIMEOUT | 0.568 | 16 | TIMEOUT | -0.955 | 24 |
BTCUSDT | 1,705,194,000 | 2024-01-14T01:00:00+00:00 | 42,769.19 | 54.86 | -11.945 | 0.551 | 0.479 | -0.452 | 0.07 | 0.223 | -0.261 | -2.581 | 0.223 | 27.19 | 60 | 1 | TIMEOUT | 0.566 | 6 | TIMEOUT | 0.662 | 8 | TIMEOUT | 0.286 | 12 | TIMEOUT | 0.477 | 16 | TIMEOUT | -1.155 | 24 |
BTCUSDT | 1,705,197,600 | 2024-01-14T02:00:00+00:00 | 42,779.06 | 53.26 | -11.925 | 0.538 | 0.453 | -0.492 | -0.182 | 0.586 | -0.195 | -2.403 | 0.586 | 21.81 | 60 | 2 | TIMEOUT | 0.508 | 6 | TIMEOUT | 0.257 | 8 | TIMEOUT | 0.077 | 12 | TIMEOUT | 0.283 | 16 | TIMEOUT | -0.887 | 24 |
BTCUSDT | 1,705,201,200 | 2024-01-14T03:00:00+00:00 | 42,681.82 | 48.07 | -12.125 | 0.534 | 0.436 | -0.388 | -1.095 | 0.169 | -0.373 | -2.471 | 0.169 | 23.26 | 60 | 3 | TIMEOUT | 0.868 | 6 | TIMEOUT | 0.347 | 8 | TIMEOUT | 0.521 | 12 | TIMEOUT | -0.051 | 16 | TIMEOUT | -0.271 | 24 |
BTCUSDT | 1,705,204,800 | 2024-01-14T04:00:00+00:00 | 42,580.01 | 40.58 | -12.335 | 0.505 | 0.425 | -0.251 | -0.735 | -0.607 | -0.542 | -2.545 | -0.607 | 20.26 | 60 | 4 | TIMEOUT | 0.726 | 6 | TIMEOUT | 0.418 | 8 | TIMEOUT | 0.822 | 12 | TIMEOUT | -0.169 | 16 | TIMEOUT | 0.028 | 24 |
BTCUSDT | 1,705,208,400 | 2024-01-14T05:00:00+00:00 | 42,749.99 | 34.94 | -11.985 | 0.475 | 0.406 | -0.045 | -0.346 | -0.815 | -0.124 | -2.01 | -0.815 | 20.01 | 60 | 5 | TIMEOUT | 0.187 | 6 | TIMEOUT | 0.331 | 8 | TIMEOUT | 0.522 | 12 | TIMEOUT | -0.456 | 16 | TIMEOUT | -0.024 | 24 |
BTCUSDT | 1,705,212,000 | 2024-01-14T06:00:00+00:00 | 42,998.99 | 53.89 | -11.472 | 0.447 | 0.393 | 0.514 | 0.451 | -0.35 | 0.422 | -1.306 | -0.35 | 28.12 | 60 | 6 | TIMEOUT | -0.56 | 6 | TIMEOUT | -0.435 | 8 | TIMEOUT | -0.23 | 12 | TIMEOUT | -1.693 | 16 | TIMEOUT | -0.809 | 24 |
BTCUSDT | 1,705,215,600 | 2024-01-14T07:00:00+00:00 | 43,011.44 | 54.21 | -11.447 | 0.439 | 0.387 | 0.772 | 0.526 | -0.212 | 0.406 | -1.133 | -0.212 | 32.23 | 60 | 7 | TIMEOUT | -0.278 | 6 | TIMEOUT | -0.249 | 8 | TIMEOUT | -0.817 | 12 | TIMEOUT | -2.974 | 16 | TIMEOUT | -0.69 | 24 |
BTCUSDT | 1,705,226,400 | 2024-01-14T10:00:00+00:00 | 42,889.04 | 50.69 | -11.699 | 0.437 | 0.344 | -0.256 | -0.236 | 0.442 | 0.043 | -1.003 | 0.442 | 25.63 | 60 | 10 | TIMEOUT | 0.095 | 6 | TIMEOUT | 0.026 | 8 | TIMEOUT | -1.441 | 12 | TIMEOUT | -1.141 | 16 | TIMEOUT | -0.755 | 24 |
BTCUSDT | 1,705,230,000 | 2024-01-14T11:00:00+00:00 | 42,829.99 | 45.04 | -11.82 | 0.442 | 0.326 | -0.422 | -0.042 | 0.483 | -0.056 | -0.998 | 0.483 | 31.9 | 60 | 11 | TIMEOUT | 0.335 | 6 | TIMEOUT | -0.397 | 8 | TIMEOUT | -2.563 | 12 | TIMEOUT | -0.616 | 16 | TIMEOUT | -0.308 | 24 |
BTCUSDT | 1,705,233,600 | 2024-01-14T12:00:00+00:00 | 42,758 | 41.64 | -11.968 | 0.439 | 0.32 | -0.554 | 0.165 | 0.171 | -0.208 | -1.013 | 0.171 | 33.1 | 60 | 12 | TIMEOUT | 0.332 | 6 | TIMEOUT | -0.585 | 8 | TIMEOUT | -1.119 | 12 | TIMEOUT | -0.389 | 16 | TIMEOUT | -0.22 | 24 |
BTCUSDT | 1,705,237,200 | 2024-01-14T13:00:00+00:00 | 42,891.69 | 51.58 | -11.693 | 0.436 | 0.315 | -0.373 | 0.286 | 0.357 | 0.104 | -0.562 | 0.357 | 24.5 | 60 | 13 | TIMEOUT | -0.54 | 6 | TIMEOUT | -0.785 | 8 | TIMEOUT | -1.437 | 12 | TIMEOUT | -0.354 | 16 | TIMEOUT | -0.091 | 24 |
BTCUSDT | 1,705,240,800 | 2024-01-14T14:00:00+00:00 | 42,811.99 | 54.79 | -11.857 | 0.435 | 0.304 | -0.18 | 0.077 | -0.105 | -0.082 | -0.606 | -0.105 | 33.64 | 60 | 14 | TIMEOUT | -0.71 | 6 | TIMEOUT | -1.264 | 8 | TIMEOUT | -0.963 | 12 | TIMEOUT | -0.376 | 16 | TIMEOUT | -1.432 | 24 |
BTCUSDT | 1,705,258,800 | 2024-01-14T19:00:00+00:00 | 42,660 | 46.58 | -12.17 | 0.437 | 0.288 | -0.57 | -0.817 | -0.295 | -0.427 | -0.555 | -0.295 | 29.21 | 60 | 19 | LOSS | -2 | 4 | TIMEOUT | -0.22 | 8 | TIMEOUT | 0.128 | 12 | TIMEOUT | 0.089 | 16 | TIMEOUT | 0.78 | 24 |
BTCUSDT | 1,705,262,400 | 2024-01-14T20:00:00+00:00 | 42,507.92 | 29.84 | -12.483 | 0.491 | 0.317 | -0.983 | -1.136 | -0.845 | -0.761 | -0.865 | -0.845 | 46.94 | 60 | 20 | TIMEOUT | -0.255 | 6 | TIMEOUT | 0.197 | 8 | TIMEOUT | 0.406 | 12 | TIMEOUT | 0.367 | 16 | TIMEOUT | 1.064 | 24 |
BTCUSDT | 1,705,266,000 | 2024-01-14T21:00:00+00:00 | 42,554.89 | 31.78 | -12.387 | 0.562 | 0.354 | -0.974 | -1.156 | -0.951 | -0.626 | -0.713 | -0.951 | 53.98 | 60 | 21 | TIMEOUT | 0.026 | 6 | TIMEOUT | 0.435 | 8 | TIMEOUT | 0.461 | 12 | TIMEOUT | 0.699 | 16 | TIMEOUT | 0.379 | 24 |
BTCUSDT | 1,705,269,600 | 2024-01-14T22:00:00+00:00 | 42,270.99 | 26.17 | -12.971 | 0.639 | 0.369 | -1.466 | -1.441 | -1.674 | -1.231 | -1.312 | -1.674 | 45.12 | 60 | 22 | TIMEOUT | 0.759 | 6 | TIMEOUT | 0.899 | 8 | TIMEOUT | 0.696 | 12 | TIMEOUT | -0.17 | 16 | TIMEOUT | 0.845 | 24 |
BTCUSDT | 1,705,273,200 | 2024-01-14T23:00:00+00:00 | 41,732.35 | 17.06 | -14.08 | 0.705 | 0.42 | -2.175 | -2.563 | -2.604 | -2.381 | -2.492 | -2.604 | 44.84 | 60 | 23 | TIMEOUT | 2.414 | 6 | TIMEOUT | 2.354 | 8 | TIMEOUT | 2.314 | 12 | TIMEOUT | 1.31 | 16 | TIMEOUT | 1.866 | 24 |
BTCUSDT | 1,705,276,800 | 2024-01-15T00:00:00+00:00 | 42,279.75 | 37.24 | -12.953 | 0.769 | 0.441 | -0.537 | -1.119 | -0.955 | -1.066 | -1.202 | -0.955 | 39.53 | 52 | 0 | TIMEOUT | 0.878 | 6 | TIMEOUT | 0.948 | 8 | TIMEOUT | 0.908 | 12 | TIMEOUT | 0.574 | 16 | TIMEOUT | 0.757 | 24 |
BTCUSDT | 1,705,280,400 | 2024-01-15T01:00:00+00:00 | 42,275.18 | 38.11 | -12.962 | 0.777 | 0.453 | -0.657 | -1.437 | -1.155 | -1.021 | -1.189 | -1.155 | 32.23 | 52 | 1 | TIMEOUT | 1.04 | 6 | TIMEOUT | 1.125 | 8 | TIMEOUT | 1.366 | 12 | TIMEOUT | 0.997 | 16 | TIMEOUT | 0.731 | 24 |
BTCUSDT | 1,705,284,000 | 2024-01-15T02:00:00+00:00 | 42,399.72 | 42.49 | -12.706 | 0.788 | 0.459 | 0.305 | -0.963 | -0.887 | -0.66 | -0.879 | -0.887 | 24.64 | 52 | 2 | TIMEOUT | 0.662 | 6 | TIMEOUT | 0.39 | 8 | TIMEOUT | -0.473 | 12 | TIMEOUT | 1.453 | 16 | TIMEOUT | 0.732 | 24 |
BTCUSDT | 1,705,287,600 | 2024-01-15T03:00:00+00:00 | 42,565.99 | 43.27 | -12.364 | 0.796 | 0.467 | 1.998 | -0.789 | -0.271 | -0.218 | -0.486 | -0.271 | 30.3 | 52 | 3 | TIMEOUT | 0.434 | 6 | TIMEOUT | 0.31 | 8 | TIMEOUT | -0.674 | 12 | TIMEOUT | 1.002 | 16 | TIMEOUT | 0.842 | 24 |
BTCUSDT | 1,705,291,200 | 2024-01-15T04:00:00+00:00 | 42,591.77 | 45.34 | -12.311 | 0.782 | 0.473 | 0.738 | -0.788 | 0.028 | -0.111 | -0.428 | 0.028 | 27.76 | 52 | 4 | TIMEOUT | -0.062 | 6 | TIMEOUT | 0.169 | 8 | TIMEOUT | -0.162 | 12 | TIMEOUT | 0.865 | 16 | TIMEOUT | 0.496 | 24 |
BTCUSDT | 1,705,294,800 | 2024-01-15T05:00:00+00:00 | 42,739.85 | 46.6 | -12.006 | 0.794 | 0.483 | 1.099 | -0.543 | -0.024 | 0.273 | -0.088 | -0.024 | 28.56 | 52 | 5 | TIMEOUT | -0.098 | 6 | TIMEOUT | 0.264 | 8 | TIMEOUT | -0.101 | 12 | TIMEOUT | -0.056 | 16 | TIMEOUT | 0.079 | 24 |
End of preview.
Crypto Trading Bot - Datasets
Datasets de OHLCV y features generados para entrenar los modelos del proyecto crypto_bot.
Contenido
| Archivo | Tamaño | Descripción |
|---|---|---|
data_extended.db |
3.5 GB | SQLite con 4.6M klines de los TOP 20 pares (timeframe 5min, 2024-2026) |
data_2026.db |
901 MB | SQLite con klines 2026 separados |
features_extended.csv |
2.0 GB | Features de eventos (11,563 ventanas) ya extraídos |
features_d.csv |
43 MB | Subset compacto de features para entrenar el Modelo D |
Cómo descargar
from huggingface_hub import snapshot_download
snapshot_download(
repo_id="jponfiru/crypto-trading-bot-data",
repo_type="dataset",
local_dir="model_d_training/state",
)
O usando el script incluido en el repo:
python scripts/download_datasets_from_hf.py
Esquema de data_extended.db
Tabla klines:
symbol(TEXT): par de trading, ej. BTCUSDTtimestamp(INTEGER): unix msopen,high,low,close(REAL): preciosvolume(REAL): volumen del par basequote_volume(REAL): volumen en USDTnum_trades(INTEGER)taker_buy_base,taker_buy_quote(REAL): volumen del lado comprador
Licencia
MIT — uso libre con atribución. Datos descargados de Binance Spot Public Data.
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