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feat(matplotlib): implement heatmap-correlation#66

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feat(matplotlib): implement heatmap-correlation#66
claude[bot] wants to merge 1 commit into
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auto/heatmap-correlation/matplotlib

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@claude claude Bot commented Nov 29, 2025

Summary

Implements heatmap-correlation for matplotlib library.

Parent Issue: #53
Sub-Issue: #54
Attempt: 1/3

Implementation

  • plots/matplotlib/imshow/heatmap-correlation/default.py

Features

  • Creates correlation matrix heatmap using matplotlib's imshow()
  • Displays correlation coefficients with diverging color scheme (RdBu_r)
  • Shows correlation values in cells formatted to 2 decimal places
  • Variable names as axis labels with 45° rotation for readability
  • Color bar legend showing scale from -1 to 1
  • Clear cell boundaries with subtle grid
  • Automatic text color adjustment based on background (white on dark, black on light)
  • Centered color scale at 0

Testing

Successfully tested with sample weather data showing correlations between:

  • Temperature
  • Humidity
  • Pressure
  • Wind Speed
  • Rainfall

The implementation follows all matplotlib library rules and quality criteria.

- Add correlation matrix heatmap visualization
- Display correlation coefficients with diverging color scheme
- Include value annotations in cells
- Add color bar with scale from -1 to 1
- Implement clear cell boundaries and readable labels

Parent Issue: #53
Sub-Issue: #54
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codecov Bot commented Nov 29, 2025

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@MarkusNeusinger MarkusNeusinger deleted the auto/heatmap-correlation/matplotlib branch December 1, 2025 20:15
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