ClarusC64/market-structural-fragility-spike-detection-v0.1
What this dataset tests Detect structural fragility spikes before regime breaks. The system must evaluatecross-asset relationshipsvolatility distortionsliquidity stresspositioning crowding. Required outputs fragility score spike flag time-to-break estimate crowded trade pressure index liquidity thinning index Why it matters Crashes are structural events.They occur when relationships compressand liquidity withdraws simultaneously. This… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/market-structural-fragility-spike-detection-v0.1.
What this dataset tests
Detect structural fragility spikes before regime breaks.
The system must evaluate cross-asset relationships volatility distortions liquidity stress positioning crowding.
Required outputs
- fragility score
- spike flag
- time-to-break estimate
- crowded trade pressure index
- liquidity thinning index
Why it matters
Crashes are structural events. They occur when relationships compress and liquidity withdraws simultaneously.
This dataset trains systems to detect structural instability before price collapse.
Evaluation focus
High scores require
- numeric fragility measures
- explicit spike flag
- clear time estimate
- internally consistent indices