PYTHON WEB SCRAPING
AI & Data Skills Trend Dashboard
Problem: Track skills popularity in India.
Collected real-time Google Trends data using PyTrends to analyze AI and Data skill demand
Cleaned and aggregated time-series data using Pandas
Built an interactive Streamlit dashboard with filters and KPI cards
Tools: Python, Pandas, Streamlit, Data Visualization, Time-Series Analysis
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7
E-Commerce Revenue & Demand Intelligence System
Designed an end-to-end analytics solution to monitor revenue performance, return risk, customer lifetime value, and category demand trends using SQL, Python, and Power BI.
Key Insights:
Tracked total revenue, total orders, return rate, and average rating across 2023–2026
Identified high-risk product categories based on return rate analysis
Analyzed discount vs return correlation at category level
Segmented customers by lifetime value (Low / Medium / High value customers).
Evaluated revenue contribution by product category (%).Monitored monthly revenue trends across categories to detect seasonality.
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23
HR Analytics Dashboard
Interactive HR dashboard analyzing employee attrition, demographics, and job satisfaction to support data-driven HR decisions
Total employees, active employees & attrition rate
Department-wise and education-wise attrition
Employee distribution by age group and gender
Job satisfaction analysis by role
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3
46
Hospitality Revenue & Performance Dashboard
Designed an interactive dashboard to analyze hotel revenue, occupancy, pricing, and booking performance across cities, room types, and time periods