Data Collection

Publicly accessible market information is collected from identified third-party sources. We do not generate our own primary market data.

Normalization

Values are normalized into consistent units and currencies where appropriate. For example, local commodity prices may be standardized to per-kilogram or per-tonne metrics, and cryptocurrencies to base USD valuations before comparative analysis.

Validation

Data points are checked for missing values, invalid values, abnormal observations, and source consistency. Outliers that exceed standard standard deviation thresholds without corroborating market events may be flagged or excluded from simulation baselines.

Aggregation

Daily observations may be aggregated into weekly, monthly, or other analytical periods to identify structural trends rather than high-frequency noise.

Simulation

Simulations use historical observations and/or user-defined assumptions. All projected growth and Alpha Scores are mathematical models mapping historical momentum onto forward-looking timelines.

Limitations

Historical observations do not guarantee future results. Simulated scenarios are purely educational and hypothetical. Real-world execution involves slippage, taxes, fees, and unmodeled black swan events.

Source Attribution

Each dataset maintains source attribution and retrieval metadata. The primary data sources powering the Alpha-Nexus simulation engine include:

• Equities: Yahoo Finance, NGXPulse.ng, NGNMarket.com
• Cryptocurrency: Binance, Bybit
• Commodities: Commodity.ng