Cohort Analysis

IntermediadataContexto mínimo: 16K

Builds retention and behavioral cohort analyses from event or transaction data. Defines cohorts by acquisition date or attributes, computes retention and churn curves, generates the SQL or pandas code to produce cohort tables, and interprets the results into actionable insights about engagement and lifecycle.

cohortretentionanalyticschurnmetricssql

Casos de uso

  • Computing weekly/monthly retention cohorts
  • Building churn and engagement curves
  • Generating SQL or pandas for cohort tables
  • Comparing cohorts by acquisition channel
  • Interpreting cohort trends into recommendations

Prompt de ejemplo

I have an "events" table (user_id, event_name, event_time) and a "users" table
(user_id, signup_date, channel).

Produce a monthly signup cohort retention analysis:
1. SQL to build the cohort retention table
2. How to read the resulting matrix
3. Two hypotheses to investigate based on typical retention shapes

Modelos recomendados

gpt-5claude-opus-4-6deepseek-v4

Herramientas compatibles

claude-codecursorkiroany

Modalidades

Entrada: text, code
→
Salida: code, text

Skills relacionadas

data-analysisab-test-setuptime-series-forecasting

Autor

OpenModels Community

@openmodelsrun