Uncover Customer Insights with Python Shopping Behavior Analysis

Uncover Customer Insights with Python Shopping Behavior AnalysisUncover Customer Insights with Python Shopping Behavior Analysis

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Ravi Suthar

• Jul 4

🛍 Customer Shopping Behavior Analysis Built an end-to-end customer shopping behavior analysis project using Python to uncover purchasing patterns, customer insights, and business trends through Exploratory Data Analysis (EDA). 📌 Key Features: • Data Cleaning & Preprocessing • Customer Demographics Analysis • Purchase Behavior Analysis • Spending Pattern Visualization • Correlation & Trend Analysis 🛠 Tools Used: Python • Pandas • NumPy • Matplotlib • Seaborn • Jupyter Notebook This project demonstrates how data analysis can help businesses understand customer behavior and make data-driven decisions.

Data Analysis Data Visualization Product Data Analytics Microsoft Excel Microsoft Power BI Python

Excel

• Jul 3

Data Cleaning with Excel

Data Analysis Data Entry Financial Analysis Google App Script Google Sheets Microsoft Excel

Sehrish Khalid

• Jul 3

This repository contains a comprehensive data analysis project focused on Time Series Forecasting and Statistical Anomaly Detection. The analysis tracks asset performance (specifically Close prices) over a multi-year period (2015–2021) to capture long-term growth trends, evaluate seasonal variance by month, and isolate periods of extreme market volatility.

By leveraging moving window techniques and statistical thresholds, this project successfully flags 69 key anomaly points where market behavior diverged significantly from historical averages.

Database Development Data Visualization pandas Python Data Analysis

Umaima Iqbal

• Jul 3

Hi everyone! 👋

I'm new to @Contra, so I thought I'd introduce myself.

I'm Umaima Iqbal, a Computer Engineering student at UET Lahore with a strong interest in AI, automation, and web development.

I'm currently focused on learning by building real projects, improving my skills every day, and sharing my journey along the way.

Some of my recent offline AI automation projects include: • Aura Sort • Aura Chat • Aura Sum • Aura Extract

Each project is designed to work completely offline, with a focus on privacy, efficiency, and practical use cases.

I'm excited to connect with developers, creators, and professionals, learn from the community, and contribute through meaningful projects.

Looking forward to connecting with you all! :

offlinetools AI Automation Python

Ethan Okawa

pro

• Jul 6

Perfect

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