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roas

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A complete end-to-end data analytics project analyzing marketing campaign performance across multiple channels (Search, Social, Email, Display). The goal is to measure campaign effectiveness, optimize spend, and improve ROI.

  • Updated Nov 29, 2025

This repository provides open-source best practices for for conducting geographic randomized controlled trials (Geo RCTs) for measuring incremental sales effect of advertising cammpaigns. It includes details on one design type in particular, a multi-armed stepped experimental design that has particular advantages in terms of statistical strength.

  • Updated Sep 3, 2025
  • Python

Анализ эффективности рекламных кампаний и проверка корректности атрибуции пользователей. Проект включает работу с маркетинговыми данными: установки пользователей, рекламные расходы, доходы и каналы привлечения.

  • Updated Sep 26, 2025
  • Jupyter Notebook

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