Analysis of vending machine sales in Central New Jersey. Includes data cleaning, EDA, and recommendations for optimization.

The Coffee Sales Analysis project is a comprehensive Data Analyst and Data Science project focus on understanding customer purchasing behavior 🧑‍🤝‍🧑, sales trends 📈, and product performance ☕ using real-world vending machine transaction data.

This project analyzes daily coffee sales data from a vending machine between March 2024 and the present. Using Python and pandas, it performs exploratory data analysis (EDA) to uncover customer preferences, peak sales hours, payment behavior, and monthly revenue trends.

Excel pet project for the analysis of sales of vending machines

This is an excel analysis project based on coffee sales from a vending machine.

Sales analysis and revenue forecasting project based on coffee vending machine transactions, combining EDA, time-based feature engineering, and machine learning models.

Coffee Sales Analysis | A data analytics project exploring coffee vending machine sales trends using Python, Pandas, Seaborn & ML. Includes EDA, revenue insights, and sales forecasting to understand customer preferences & optimize business strategy.

This project is about detailed records of coffee sales from a vending machine. It is intended for analysis of purchasing patterns, sales trends, and customer preferences related to coffee products.

The project analyzes coffee vending machine sales data using Power BI to identify purchasing patterns, forecast sales, and optimize inventory and pricing strategies through time series analysis and customer behavior insights.

This project analyzes real-world coffee vending machine sales data using SQL to uncover sales trends, customer purchase behaviors, payment preferences, and product performance. Using SQL-based data cleaning, feature engineering, and exploratory analysis, the project delivers actionable insights for inventory optimization and business decision.