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operational-efficiency

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Decision-focused Python analysis of Volt-Bike operations showing that higher operational cost does not necessarily increase customer satisfaction. Using correlation analysis, variability measures, R² evaluation, and visual analytics, the project identifies product innovation as a stronger value driver than further process optimization.

  • Updated Jul 23, 2026
  • Python

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