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ltv-cac-ratio

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IsaacEx / showz-unit-economics-analysis

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Auditoría estratégica de ROI y Unit Economics para la plataforma Showz. Identificación de ineficiencias críticas en la captación de usuarios y optimización de la rentabilidad operativa mediante el análisis profundo de LTV, CAC y ROMI.

python customer-retention eda pandas business-intelligence cohort-analysis marketing-analytics pyarrow roi-analysis unit-economics data-driven-intelligence ltv-cac-ratio
  • Updated Feb 17, 2026
  • Jupyter Notebook

sanskritidabhade / SaaS-Pricing-Model-Selection-Using-Data-Science-Techniques

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Data-driven SaaS pricing optimization using ML to maximize LTV/CAC ratios. Employs Random Forest, clustering, and elasticity analysis on 4,222 customers to recommend tiered pricing strategies that balance revenue growth with sustainable churn rates.

python data-science machine-learning random-forest scikit-learn jupyter-notebook saas business-intelligence data-analysis predictive-analytics churn-prediction k-means-clustering customer-segmentation customer-analytics price-elasticity pricing-strategy pricing-optimization saas-metrics revenue-forecasting ltv-cac-ratio
  • Updated Nov 21, 2025
  • Jupyter Notebook

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