基于 MySQL 的电商用户行为分析:数据清洗、转化漏斗、用户分层与复购分析。
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Updated
May 8, 2026
基于 MySQL 的电商用户行为分析:数据清洗、转化漏斗、用户分层与复购分析。
Free GitHub Action for public conversion-path QA and reproducible pre-launch route evidence.
Comprehensive customer acquisition systems covering modern lead generation, conversion optimization, and customer onboarding methodologies. Build sustainable customer acquisition processes.
Data-driven social media marketing analytics project analyzing 400K+ ad events to uncover campaign performance, conversion funnel efficiency, audience insights, and ROI optimization.
SQL Server analysis of 472K sessions and 32K orders: marketing attribution, landing-page funnel, ARPU, channel lifetime value and device performance for an e-commerce store.
Behavioral analytics and A/A/B testing pipeline for FoodFlow. Audits user conversion funnels, validates experiment integrity, and evaluates UX typography changes using Python, Pandas, and SciPy (Mann-Whitney U tests with Bonferroni correction).
IQly x Arpeely AI Builder Challenge: the submission package. Offline quiz funnel (control), three standalone A/B variants, creatives, write-ups, measurement spec, decision and AI logs, source and tests.
Admin analytics for Magento 2 — orders, funnel, RFM, cohorts, event tracking, CSV export & REST API
Power BI marketing campaign analytics dashboard exploring revenue, spend, conversions, ROAS, ROI, channel performance, customer acquisition, and target achievement using a synthetic practice dataset.
End-to-end funnel analysis on an India-focused marketing dataset — segmenting acquisition drop-off by channel and tier-2 city to surface where budget is leaking across the top-of-funnel.
End-to-end tripwire & sample-to-paid conversion funnel architecture agent skill for digital products, Meta CAPI tracking, and cash-flow funnels.
Pre-registered statistical analysis of the conversion funnel in cosmetics e-commerce (view → cart → purchase): Wilson CIs, χ²/z-tests with corrections, and a robustness battery. Python/polars/statsmodels, 80 tests, EN + RU docs.
Email engagement dashboard powered by BigQuery & Looker Studio. Visualizes campaign performance and conversion funnel.
A Rails 8 edtech landing page with A/B tested CTAs, a course catalog, and a conversion funnel — built to practice the Growth team stack.
LiveFunnel: Realtime conversion funnel, 3D globe and session tracking engine for Next.js & Supabase.
Comprehensive user behavior analysis and A/A/B testing for a food startup app. Modeled conversion funnels to identify drop-off points and performed Z-tests with Bonferroni correction to evaluate the impact of font changes on user conversion rates.
Taobao user behavior analysis using Python, including EDA, conversion funnel analysis and purchase behavior analysis.
A/B test simulation with power analysis and Olist conversion funnel
Github repository
Conversion Funnel Analyzer - Data Science & Analytics project in AI / ML / GenAI for CSEProjects360 final year project catalog.
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