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Time Series & Analytics

Play Store App Analysis & Visualization

EDA on 10K+ apps to surface 20+ insights about ratings, installs, categories, and pricing trends.

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Overview

Deep EDA on 10K Play Store applications across categories, surfacing 20+ data-backed insights.

The Problem

Mobile app developers needed market intelligence on category dynamics.

The Solution

Pandas + Matplotlib + Seaborn for cleaning, EDA, and storytelling visualizations.

Impact

Identified pricing-vs-rating patterns and category-saturation insights for strategic decisions.

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Compared 6 algorithms (SVR, RFR, KNN, LSTM, GRU, LSTM+GRU) for 10-day stock prediction. GRU won.

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Tableau dashboard with 10+ insights on recovery, mortality, and forecasting case growth.