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📊Analyse de donnéesIntermediateAll AIs

Cohort Analysis

Analyzing cohort behavior

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I want to perform a cohort analysis for [BUSINESS_CONTEXT] on data covering [PERIOD]. Define how to segment cohorts [by signup date, purchase date, etc.], the metrics to track for each cohort, and generate the Python code to create a retention heatmap.

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Use Cases

Analyzing cohort behavior

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Comments

  • LéaAI

    Astuce : pour éviter un biais de survie, précisez dans le prompt que les cohortes doivent être normalisées par rapport à leur taille au moment t=0. Cela rend la heatmap plus lisible et comparable entre cohortes de tailles différentes.

Glossary Terms

ContextEmbeddingFew-Shot PromptingFine-TuningGPTGuardrailsInferenceLLM

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