🛡️ Data Quality & Integrity Lab
Mathematical grid gap detection, physical OHLCV sanity, auto-repair, and 15m resampling cross-check.
🛠️ Quick Validation Tools
📊 Data Completeness Matrix (% Stored vs Expected)
Calculating mathematical timestamp grids...
📐 15m Resampling Cross-Check Audits
Verifies 15m aggregated candles match downloaded 1h and 4h
| Symbol | Target Timeframe | Total Bars Compared | Exact Matches | Mismatches | Match Accuracy | Checked At |
|---|---|---|---|---|---|---|
| BTCUSDT | 4h | 50 | 50 | 0 | 100.00% | 2026-10-27 10:13 |
| BTCUSDT | 1h | 50 | 50 | 0 | 100.00% | 2026-10-27 10:12 |
🔍 Missing Timestamp Gaps
| Symbol | TF | Missing Bars | Status | Detected |
|---|---|---|---|---|
| BTCUSDT | 1w | 1 | resolved | 10-27 10:18 |
| BTCUSDT | 3d | 9 | resolved | 10-27 10:13 |
🩺 Physical OHLCV Sanity Audits
| Symbol | TF | Issue Type | Details | Logged |
|---|---|---|---|---|
| Zero physical sanity issues or price spikes detected! | ||||