Cohort Analysis

OrtadataEn az 16K bağlam

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

Kullanım alanları

  • 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

Örnek prompt

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

Önerilen modeller

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

Uyumlu araçlar

claude-codecursorkiroany

Modaliteler

Giriş: text, code
→
Çıkış: code, text

İlgili Skills

data-analysisab-test-setuptime-series-forecasting

Yazar

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