Exploratory Data Analysis

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Price History

Normalized view (base 100) compares commodities across different scales. Toggle Bollinger Bands (20d ± 2σ) and MAs in absolute view.

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Correlation Heatmap

Pearson: linear relationships. Spearman: monotonic (rank-based).

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Distribution Analysis

Blue = training data ( to ). Yellow = recent 3M. Orange line = current live price. Values outside the training range reduce prediction reliability.

Ratio Analysis

Key commodity ratios traders monitor. Shaded band = 10th–90th percentile range. Dashed line = historical average.

Seasonality

Monthly BOC1 price distribution. Green = median, blue dashed = mean, red = extremes.

Stationarity & Returns

Can we predict tomorrow's price from today's? These tests reveal the statistical structure of BOC1 price movements, which determines what types of models work and what signals traders can rely on.