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ab-test-predictive-model
ab-test-predictive-model PublicA/B test analysis with statistical significance testing plus a Random Forest conversion-prediction model on 588k marketing records — combining classical experimentation with interpretable machine l…
Python
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cohort-retention-analysis
cohort-retention-analysis PublicCohort retention and revenue-retention analysis on 1M+ Online Retail II transactions (2009–2011) — measuring repeat-purchase quality by acquisition month across 25 monthly cohorts.
Python
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india-marketing-funnel
india-marketing-funnel PublicEnd-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.
Python
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multi-touch-attribution
multi-touch-attribution PublicMulti-touch attribution modeling comparing Last-Click, First-Click, Linear, Time-Decay, and Position-Based models on a digital marketing dataset — quantifying how channel credit shifts across attri…
Python
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rfm-segmentation
rfm-segmentation PublicCustomer segmentation using RFM analysis on 779K transactions — identifying 11 lifecycle segments from 5,878 UK wholesale customers with interactive Looker Studio dashboard
Python
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marketing-mix-modeling
marketing-mix-modeling PublicIndia-market Marketing Mix Modeling on 104 weeks of synthetic weekly spend data across 6 channels — recovering channel ROAS with adstock + saturation and recommending a quarterly budget reallocatio…
Python
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