Hyundai Motor Company Historical Stock Price Dataset
A structured historical stock price dataset for Hyundai Motor Company, containing daily trading data including open, high, low, close prices, and trading volume. Designed for financial analysis, quantitative modeling, and time-series forecasting.
Dataset Metrics
Data Format
Dataset Schema (7 features)
| Name | Type | Nullable | Description |
|---|---|---|---|
| Date | string | No | |
| Open | float | No | |
| High | float | No | |
| Low | float | No | |
| Close | float | No | |
| Adj_Close | float | Yes | |
| Volume | integer | No |
License & Compliance
About This Dataset
This dataset includes historical stock trading records such as: Date Open price High price Low price Close price Adjusted Close Volume The dataset has been processed using EDA techniques including: Duplicate removal Date format standardization Chronological sorting Missing value treatment Outlier validation Range checks (OHLC consistency validation: Low ≤ Open/Close ≤ High) Volume anomaly detection Suitable for: Time-series forecasting Algorithmic trading strategy testing Volatility modeling Financial risk analysis Moving average & technical indicator modeling
Data Quality
Structured daily time-series format, Chronologically ordered, No duplicate dates, Validated OHLC relationships, Clean numeric fields, Ready for ML & quantitative finance workflows
Use Cases
Stock price prediction ARIMA/LSTM modeling Volatility forecasting Financial analytics dashboards Portfolio simulation Trading strategy backtesting
Limitations
Historical dataset (no live feed) Limited to one company Does not include macroeconomic variables
Methodology
The dataset was cleaned and validated through a structured EDA workflow including duplicate removal, OHLC consistency validation, outlier checks, chronological ordering, and market calendar alignment. Exported in standardized OHLCV format for quantitative finance and ML applications.
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.