Complete Data Analytics Portfolio Project with end-to-end industry standard Data Analysis of Customer Shopping Trends from Retail Data using SQL, Python and Power BI.

A consumer behavior analytics project using Python, SQL, and Power BI to explore shopping trends, customer segments, loyalty drivers, and purchase patterns. Features data cleaning, modeling, SQL queries, interactive dashboards, and a detailed report to support smarter marketing, engagement, and product decisions.

This project represents a complete, industry standard, end-to-end data analytics workflow, designed to mirror the real responsibilities of professional analysts in modern business environments. The project encompasses all critical stages of data analysis, from data preparation and modeling to insight generation, visualization, and reporting.

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Customer-trends-data-analysis-SQL-Python-PowerBI

Customer-trends-data-analysis-SQL-Python-PowerBI

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This project performs an end-to-end analysis of customer shopping behavior using transactional retail data to uncover actionable business insights. The analysis combines Python for data cleaning and EDA, PostgreSQL for structured SQL analysis, and Power BI for interactive dashboarding.

Customer Behavior Data Analyst Portfolio Project

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data analysis project showcasing customer behavior analysis using python, sql and power BI.

This project is an advanced analytics solution designed to decode customer behavior, uncover hidden patterns, and generate predictive insights using an end-to-end data pipeline. It leverages SQL for data extraction, Python for transformation and analytical modeling, and Power BI for high-impact visualization and storytelling.

📈 Project Outcomes This project demonstrates the ability to: Clean real-world data and handle missing values Perform feature engineering and preprocessing Write SQL queries to solve business problems Segment customers based on purchasing behavior Build interactive Power BI dashboards for business storytelling.

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Python + SQL + Power BI+Data Analysis

Complete Data Analytics Portfolio Project with end-to-end industry standard Data Analysis of Customer Shopping Trends from Retail Data using SQL, Python and Power BI.

customer-trends-data-analysis-SQL-Python-PowerBI

customer-trends-data-analysis-SQL-Python-PowerBI

customer-trends-data-analysis-SQL-Python-PowerBI

customer-trends-data-analysis-SQL-Python-PowerBI

customer-trends-data-analysis-SQL-Python-PowerBI

Portfolio project showcasing development capabilities

Complete Data Analytics Portfolio Project with end-to-end industry standard Data Analysis of Customer Shopping Trends from Retail Data using SQL, Python and Power BI

Interactive application built for continuous learning

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Comprehensive project exploring software design patterns