Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
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 1 new columns ({'__index_level_0__'})
This happened while the csv dataset builder was generating data using
hf://datasets/ClarusC64/premier-league-basin-exit-intervention-leverage-planning-v0.1/data/test.csv (at revision 16d5bbae3adfb1351dca9a38bb3d778acafb414d), [/tmp/hf-datasets-cache/medium/datasets/28869417402106-config-parquet-and-info-ClarusC64-premier-league--a683e85f/hub/datasets--ClarusC64--premier-league-basin-exit-intervention-leverage-planning-v0.1/snapshots/16d5bbae3adfb1351dca9a38bb3d778acafb414d/data/test.csv (origin=hf://datasets/ClarusC64/premier-league-basin-exit-intervention-leverage-planning-v0.1@16d5bbae3adfb1351dca9a38bb3d778acafb414d/data/test.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 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
id: string
match_id: int64
minute: string
team: string
basin_state_summary: double
leverage_window_score: double
minimal_intervention_set: double
expected_exit_time: double
intervention_risk_tradeoff: double
basin_exit_probability: double
delay_cost_index: double
intervention_rationale: double
notes: string
constraints: string
gold_checklist: string
__index_level_0__: string
-- schema metadata --
pandas: '{"index_columns": ["__index_level_0__"], "column_indexes": [{"na' + 2273
to
{'id': Value('string'), 'match_id': Value('string'), 'minute': Value('int64'), 'team': Value('string'), 'basin_state_summary': Value('string'), 'leverage_window_score': Value('float64'), 'minimal_intervention_set': Value('string'), 'expected_exit_time': Value('string'), 'intervention_risk_tradeoff': Value('string'), 'basin_exit_probability': Value('float64'), 'delay_cost_index': Value('float64'), 'intervention_rationale': Value('string'), 'notes': Value('string'), 'constraints': Value('string'), 'gold_checklist': Value('string')}
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 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, 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 1889, 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 1 new columns ({'__index_level_0__'})
This happened while the csv dataset builder was generating data using
hf://datasets/ClarusC64/premier-league-basin-exit-intervention-leverage-planning-v0.1/data/test.csv (at revision 16d5bbae3adfb1351dca9a38bb3d778acafb414d), [/tmp/hf-datasets-cache/medium/datasets/28869417402106-config-parquet-and-info-ClarusC64-premier-league--a683e85f/hub/datasets--ClarusC64--premier-league-basin-exit-intervention-leverage-planning-v0.1/snapshots/16d5bbae3adfb1351dca9a38bb3d778acafb414d/data/test.csv (origin=hf://datasets/ClarusC64/premier-league-basin-exit-intervention-leverage-planning-v0.1@16d5bbae3adfb1351dca9a38bb3d778acafb414d/data/test.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.
id string | match_id string | minute int64 | team string | basin_state_summary string | leverage_window_score float64 | minimal_intervention_set string | expected_exit_time string | intervention_risk_tradeoff string | basin_exit_probability float64 | delay_cost_index float64 | intervention_rationale string | notes string | constraints string | gold_checklist string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
BEILP-001 | EPL-2025-021 | 32 | EVE | negative basin: pinned RB; turnovers central; clearances return wave | 0.72 | formation tweak to add 2nd outlet; tactical foul to stop transition | 5-8 min | medium | 0.68 | 0.55 | Add outlet breaks press loop; foul resets tempo | Small move high leverage | Premier League only. | leverage+set+prob |
BEILP-002 | EPL-2025-044 | 55 | TOT | negative basin: midfield bypass; backline retreat; counters conceded | 0.6 | substitute fresh 6; drop press line 5m; stop jumping fullback | 8-12 min | low-medium | 0.62 | 0.6 | Stabilize central lane; reduce line split | Stability first | Premier League only. | leverage+set+prob |
BEILP-003 | EPL-2025-063 | 81 | CHE | negative basin: fatigue; card risk; set-pieces conceded | 0.55 | sub on fullback; slow tempo; clear long to touch | 6-10 min | low | 0.58 | 0.65 | Reduce repeated defensive actions; lower chaos | Late game dampening | Premier League only. | leverage+set+prob |
BEILP-004 | EPL-2025-006 | 27 | EVE | negative basin: midfield bypass; second balls lost | 0.66 | switch to double pivot; target striker for hold-up | 7-11 min | medium | 0.64 | 0.58 | Create stable second-ball platform | Exit via structure | Premier League only. | leverage+set+prob |
BEILP-005 | EPL-2025-010 | 57 | LIV | negative basin: press beaten; back line exposed | 0.62 | stop full press; set mid-block trigger; tactical foul on first break | 4-7 min | medium | 0.65 | 0.62 | Remove transition speed; restore spacing | Reset risk | Premier League only. | leverage+set+prob |
BEILP-006 | EPL-2025-018 | 68 | NEW | negative basin: repeated cheap fouls; loss of territory | 0.7 | sub fresh winger; play direct into corners; stop central turnovers | 5-9 min | low-medium | 0.67 | 0.56 | Change ball loss geography; reduce counter threat | Geography shift | Premier League only. | leverage+set+prob |
What this dataset tests
Whether an intelligence system can propose minimal interventions that shift a team out of a negative momentum basin.
Required outputs
- leverage window score
- minimal intervention set
- expected exit time
- risk tradeoff
- basin exit probability
- delay cost index
- intervention rationale
- Downloads last month
- 14