Datasets:

Goooddy
/

maic-results

DOI:

License:

Dataset card Data Studio Files Files and versions

xet

Community

Dataset Preview

Duplicate

Split (1)

validation

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 4 new columns ({'all_assets_stress_pct', 'n_bars_aligned', 'any_asset_stress_pct', 'assets_covered'}) and 7 missing columns ({'rv_stress_pct', 'rv_threshold_pct', 'asset', 'cohens_kappa', 'agreement_pct', 'rv_threshold_value', 'hmm_stress_pct'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Goooddy/maic-results/11_external_validation/crisis_validation_crossasset.csv (at revision d2a79e6e4afa4048042fab20be151c90d011d596), ['hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/crisis_validation_agreement.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/crisis_validation_crossasset.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/crisis_validation_silent_events.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/crisis_validation_stats.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/crisis_validation_summary.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/global_hmm_stability.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/global_vs_local_kappa.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/global_vs_local_summary.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/local_hmm_label_audit.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/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/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/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              event: string
              assets_covered: string
              n_bars_aligned: int64
              all_assets_stress_pct: double
              any_asset_stress_pct: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 924
              to
              {'event': Value('string'), 'asset': Value('string'), 'rv_threshold_pct': Value('int64'), 'rv_threshold_value': Value('float64'), 'agreement_pct': Value('float64'), 'cohens_kappa': Value('float64'), 'hmm_stress_pct': Value('float64'), 'rv_stress_pct': Value('float64')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 4 new columns ({'all_assets_stress_pct', 'n_bars_aligned', 'any_asset_stress_pct', 'assets_covered'}) and 7 missing columns ({'rv_stress_pct', 'rv_threshold_pct', 'asset', 'cohens_kappa', 'agreement_pct', 'rv_threshold_value', 'hmm_stress_pct'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Goooddy/maic-results/11_external_validation/crisis_validation_crossasset.csv (at revision d2a79e6e4afa4048042fab20be151c90d011d596), ['hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/crisis_validation_agreement.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/crisis_validation_crossasset.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/crisis_validation_silent_events.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/crisis_validation_stats.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/crisis_validation_summary.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/global_hmm_stability.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/global_vs_local_kappa.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/global_vs_local_summary.csv', 'hf://datasets/Goooddy/maic-results@d2a79e6e4afa4048042fab20be151c90d011d596/11_external_validation/local_hmm_label_audit.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.

event string	asset string	rv_threshold_pct int64	rv_threshold_value float64	agreement_pct float64	cohens_kappa float64	hmm_stress_pct float64	rv_stress_pct float64
COVID-19 Crash	BTCUSDT	95	0.006861	97.3	0.891	86.89	84.18
COVID-19 Crash	ETHUSDT	95	0.008995	93.51	0.74	88.75	82.26
May 2021 Crash	BTCUSDT	95	0.008006	64.21	0.219	90.9	55.11
May 2021 Crash	ETHUSDT	95	0.011649	49.94	0.004	99.8	49.74
May 2021 Crash	SOLUSDT	95	0.027372	36.2	0.006	99.48	35.68
Terra-Luna Collapse	BTCUSDT	95	0.002106	71.88	0.479	37.19	65.31
Terra-Luna Collapse	ETHUSDT	95	0.002175	86.76	0.71	59.76	72.16
Terra-Luna Collapse	SOLUSDT	95	0.003757	81.57	0.574	61.3	79.73
FTX Bankruptcy	BTCUSDT	95	0.00481	93.94	0.803	83.69	78.53
FTX Bankruptcy	ETHUSDT	95	0.00192	91.68	0.778	72.7	77.67
FTX Bankruptcy	SOLUSDT	95	0.006514	96.25	0.669	95.88	92.13
COVID-19 Crash	null	null	null	null	null	null	null
May 2021 Crash	null	null	null	null	null	null	null
Terra-Luna Collapse	null	null	null	null	null	null	null
FTX Bankruptcy	null	null	null	null	null	null	null
null	ETHUSDT	null	null	null	null	null	null
null	ETHUSDT	null	null	null	null	null	null
null	ETHUSDT	null	null	null	null	null	null
null	ETHUSDT	null	null	null	null	null	null
null	ETHUSDT	null	null	null	null	null	null
null	BTCUSDT	null	null	null	null	null	null
null	BTCUSDT	null	null	null	null	null	null
null	SOLUSDT	null	null	null	null	null	null
null	SOLUSDT	null	null	null	null	null	null
null	SOLUSDT	null	null	null	null	null	null
null	SOLUSDT	null	null	null	null	null	null
null	SOLUSDT	null	null	null	null	null	null
null	BTCUSDT	null	null	null	null	null	null
null	BTCUSDT	null	null	null	null	null	null
null	BTCUSDT	null	null	null	null	null	null
COVID-19 Crash	BTCUSDT	null	null	null	null	null	null
COVID-19 Crash	ETHUSDT	null	null	null	null	null	null
May 2021 Crash	BTCUSDT	null	null	null	null	null	null
May 2021 Crash	ETHUSDT	null	null	null	null	null	null
May 2021 Crash	SOLUSDT	null	null	null	null	null	null
Terra-Luna Collapse	BTCUSDT	null	null	null	null	null	null
Terra-Luna Collapse	ETHUSDT	null	null	null	null	null	null
Terra-Luna Collapse	SOLUSDT	null	null	null	null	null	null
FTX Bankruptcy	BTCUSDT	null	null	null	null	null	null
FTX Bankruptcy	ETHUSDT	null	null	null	null	null	null
FTX Bankruptcy	SOLUSDT	null	null	null	null	null	null
COVID-19 Crash	BTCUSDT	null	null	null	null	null	null
COVID-19 Crash	BTCUSDT	null	null	null	null	null	null
COVID-19 Crash	BTCUSDT	null	null	null	null	null	null
COVID-19 Crash	ETHUSDT	null	null	null	null	null	null
COVID-19 Crash	ETHUSDT	null	null	null	null	null	null
COVID-19 Crash	ETHUSDT	null	null	null	null	null	null
May 2021 Crash	BTCUSDT	null	null	null	null	null	null
May 2021 Crash	BTCUSDT	null	null	null	null	null	null
May 2021 Crash	BTCUSDT	null	null	null	null	null	null
May 2021 Crash	ETHUSDT	null	null	null	null	null	null
May 2021 Crash	ETHUSDT	null	null	null	null	null	null
May 2021 Crash	ETHUSDT	null	null	null	null	null	null
May 2021 Crash	SOLUSDT	null	null	null	null	null	null
May 2021 Crash	SOLUSDT	null	null	null	null	null	null
May 2021 Crash	SOLUSDT	null	null	null	null	null	null
Terra-Luna Collapse	BTCUSDT	null	null	null	null	null	null
Terra-Luna Collapse	BTCUSDT	null	null	null	null	null	null
Terra-Luna Collapse	BTCUSDT	null	null	null	null	null	null
Terra-Luna Collapse	ETHUSDT	null	null	null	null	null	null
Terra-Luna Collapse	ETHUSDT	null	null	null	null	null	null
Terra-Luna Collapse	ETHUSDT	null	null	null	null	null	null
Terra-Luna Collapse	SOLUSDT	null	null	null	null	null	null
Terra-Luna Collapse	SOLUSDT	null	null	null	null	null	null
Terra-Luna Collapse	SOLUSDT	null	null	null	null	null	null
FTX Bankruptcy	BTCUSDT	null	null	null	null	null	null
FTX Bankruptcy	BTCUSDT	null	null	null	null	null	null
FTX Bankruptcy	BTCUSDT	null	null	null	null	null	null
FTX Bankruptcy	ETHUSDT	null	null	null	null	null	null
FTX Bankruptcy	ETHUSDT	null	null	null	null	null	null
FTX Bankruptcy	ETHUSDT	null	null	null	null	null	null
FTX Bankruptcy	SOLUSDT	null	null	null	null	null	null
FTX Bankruptcy	SOLUSDT	null	null	null	null	null	null
FTX Bankruptcy	SOLUSDT	null	null	null	null	null	null
null	BTCUSDT	null	null	null	null	null	null
null	ETHUSDT	null	null	null	null	null	null
null	SOLUSDT	null	null	null	null	null	null
null	BTCUSDT	null	null	75.23	0.069	25.92	null
null	BTCUSDT	null	null	74.2	0.492	25.92	null
null	BTCUSDT	null	null	48.23	0.022	53	null
null	BTCUSDT	null	null	64.29	0.284	53	null
null	ETHUSDT	null	null	58.27	0.037	43.14	null
null	ETHUSDT	null	null	91.42	0.829	43.14	null
null	ETHUSDT	null	null	51.35	0.016	49.42	null
null	ETHUSDT	null	null	66.7	0.334	49.42	null
null	SOLUSDT	null	null	77	0.085	24.4	null
null	SOLUSDT	null	null	72.68	0.463	24.4	null
null	BTCUSDT	null	null	93.48	0.119	6.16	null
null	BTCUSDT	null	null	88.52	0.469	6.16	null
null	BTCUSDT	null	null	93.66	0.123	5.98	null
null	BTCUSDT	null	null	82.89	0.205	5.98	null
null	ETHUSDT	null	null	88.63	0.107	11.64	null
null	ETHUSDT	null	null	94	0.762	11.64	null
null	ETHUSDT	null	null	42.85	0.003	57.55	null
null	ETHUSDT	null	null	47.99	0.052	57.55	null
null	SOLUSDT	null	null	88.32	0.107	12	null
null	SOLUSDT	null	null	94.36	0.778	12	null
null	SOLUSDT	null	null	7.14	0.002	94.26	null
null	SOLUSDT	null	null	22.98	0.021	94.26	null
null	BTCUSDT	null	null	87.23	0.153	13.89	null

End of preview.

MAIC — Result Tables, HMM Labels, and Inference Logs

Companion data repository for the MAIC early-warning-system pipeline. Code: https://github.com/Goodie-Goody/maic Models: https://huggingface.co/Goooddy/maic-models

07_aggregation/ — baseline, ablation, and production model results (07a-07c)
09_lead_time/ — lead-time analysis against HMM onset (09)
10_hmm_robustness/ — HMM label agreement and XGBoost comparison checks (10)
11_external_validation/ — global vs. local HMM stability, three-tier crisis validation, Cohen's kappa against external validators (11a-11b)
13_baselines_bootstrap/ — persistence/majority baselines, lead-time against externally documented crisis timestamps, block bootstrap robustness check (13a-13c)
12_inference_logs/ — live inference and outcome logs (if present)
labels/ — global HMM stress labels, per asset per month, 10s resolution

Most of these tables previously existed only on the machine that ran the pipeline. This repo is their canonical public copy.

Downloads last month: 52

Total file size:

147 MB

MAIC — Result Tables, HMM Labels, and Inference Logs

Contents