BHARATBOND-APR30 15-Minute Interval Historical Trading Dataset
A structured 15-minute interval historical trading dataset for BHARATBOND-APR30, designed for intraday trading research, volatility analysis, and quantitative modeling.
Dataset Metrics
Data Format
Dataset Schema (7 features)
| Name | Type | Nullable | Description |
|---|---|---|---|
| Date | string | No | |
| Time | string | No | |
| Open | float | No | |
| High | float | No | |
| Low | float | No | |
| Close | float | No | |
| Volume | integer | Yes |
License & Compliance
About This Dataset
This dataset contains 15-minute OHLC trading records including: Date Time Open High Low Close Volume The dataset has been processed through a comprehensive financial validation workflow including: Duplicate timestamp removal Datetime normalization Chronological sorting OHLC logical validation (Low ≤ Open/Close ≤ High) Missing interval detection Intraday gap validation Volume anomaly detection Outlier validation using statistical thresholds Schema standardization Optimized for: Intraday strategy modeling Swing trading research Volatility clustering analysis Algorithmic backtesting Technical indicator computation High-frequency ML modeling
Data Quality
No duplicate timestamps, 15-minute interval continuity verified, Financial sanity checks applied, Clean numeric schema, Chronologically ordered, ML-ready format
Use Cases
Intraday trading strategies Bond ETF volatility modeling Short-term forecasting Backtesting frameworks Technical indicator research Quantitative bond market modeling
Methodology
Data Preparation Workflow Structural Validation Column normalization Data type correction Schema integrity validation Time-Series Integrity Chronological sorting Duplicate interval elimination Trading session continuity validation Financial Validation OHLC logical consistency enforcement Zero/negative price detection Volume spike detection Statistical Validation Z-score based anomaly detection Distribution health review Interval gap identification Optimization Clean UTF-8 CSV export Intraday analytics ready
Geographic Coverage
Source Information
Governance & Review
Usage & Restrictions
License: CC BY 4.0 — This dataset is licensed for use by the purchasing entity. Refer to the specific license terms for permitted use.
Access Control: Download links are time-limited and single-use. All access is logged for audit purposes.