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Open Science Strategy

Open Dataset Download Center

Download raw, standardized quantitative datasets for independent verification, backtesting, and academic research. Every dataset includes cryptographic SHA-256 hashes and REST API endpoints.

Standardized Research Datasets

predictions.csvCSV / Parquet14.2 MB
Updated daily (Live UTC)

Complete immutable log of pre-kickoff published predictions, timestamps, probabilities, odds, and settlement outcomes.

Cryptographic Checksum SHA-256
sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
Dataset Schema Attributes
prediction_doimatch_idpublished_atmarketselectionprobabilityfair_oddspinnacle_oddsresult_statussettled_atroi
API Query Endpoint (/api/public/predictions)
model_versions.csvCSV184 KB
Updated on release

Registry of every model release tag, Git commit hash, training window parameters, Brier scores, and calibration metrics.

Cryptographic Checksum SHA-256
sha256:7f83b1657ff1fc53b92dc18148a1d65dfc2d4b1fa3d677284addd200126d9069
Dataset Schema Attributes
version_taggit_commit_hashrelease_datebrier_scoreece_scoretraining_starttraining_endstatus
API Query Endpoint (/api/public/metrics)
calibration.csvCSV1.2 MB
Updated weekly

Empirical vs predicted probability bin distributions used for Expected Calibration Error (ECE) calculations and Platt scaling.

Cryptographic Checksum SHA-256
sha256:6b86b273ff34fce19d6b804eff5a3f5747ada4eaa22f1d49c01e52ddb7875b4b
Dataset Schema Attributes
bin_indexpredicted_confidence_avgempirical_accuracy_avgsample_countece_delta
API Query Endpoint (/api/public/calibration)
feature_importance.csvCSV840 KB
Updated monthly

SHAP feature importance scores across xG, ELO, home advantage, and travel fatigue vector models.

Cryptographic Checksum SHA-256
sha256:d41d8cd98f00b204e9800998ecf8427e9974da1917302482375836c05d762f02
Dataset Schema Attributes
feature_namemodel_versionmean_shap_valuerelative_weight_pct
API Query Endpoint (/api/public/metrics)
weekly_reports.csvCSV420 KB
Updated weekly

Aggregated weekly performance metrics, win rates, CLV trends, and sample size breakdowns.

Cryptographic Checksum SHA-256
sha256:9f86d081884c7d659a2feaa0c55ad015a3bf4f1b2b0b822cd15d6c15b0f00a08
Dataset Schema Attributes
week_idstart_dateend_datesample_countwin_ratebrier_scoreclv_pcttotal_yield
API Query Endpoint (/api/public/metrics)