This project analyzes sales data from a coffee vending machine to understand customer behavior, sales patterns, and business performance.

This dataset contains detailed records of coffee sales from a vending machine. The vending machine is the work of a dataset author who is committed to providing an open dataset to the community. It is intended for analysis of purchasing patterns, sales trends, and customer preferences related to coffee products.

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.

End-to-end analysis solution for a coffee vending machine's sales data

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This dataset contains detailed records of coffee sales from a vending machine. The vending machine is the work of a dataset author who is committed to providing an open dataset to the community. It is intended for analysis of purchasing patterns, sales trends, and customer preferences related to coffee products.

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coffee sales from a vending machine data analysis using excel

Exploratory Data Analysis (EDA) on the sales data obtained from coffee vending machines

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

Coffee Sales Analysis – Analyzed vending machine sales data to identify customer preferences, popular coffee types, and sales trends using data visualization and analytics techniques.

An exploratory data analysis with a dashboard displaying analytics of a coffee vending machine's sales

Analysis of vending machine sales. Designed to provide insight into purchasing patterns, sales trends and customer preferences for coffee products.

Dataset from Kaggle - Containing records of coffee sales from a vending machine. Analysis of purchasing patterns, sales trends, and customer preferences related to coffee products.

Data analysis of coffee sales records from a vending machine with key insights and additional visualization in Google Sheets

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

Exploratory Data Analysis and Linear Regression-based Sales Forecasting on Coffee Vending Machine Data to uncover customer behavior, sales trends, and restocking patterns.

Exploratory Data Analysis of coffee vending machine sales, focusing on trends across different time periods, payment methods, and product popularity.

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.

End-to-end analysis of coffee vending machine sales using EDA, machine learning, time series forecasting, and clustering to optimize demand and product 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.

Predicting the Coffee Sales Using SVM, LSTM, SVC and K Means Clustering. And This dataset contains 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.

This dataset contains detailed records of coffee sales from a vending machine. The vending machine is the work of a dataset author who is committed to providing an open dataset to the community. It is intended for analysis of purchasing patterns, sales trends, and customer preferences related to coffee products.

This dataset contains detailed records of coffee sales from a vending machine. The vending machine is the work of a dataset author who is committed to providing an open dataset to the community. It is intended for analysis of purchasing patterns, sales trends, and customer preferences related to coffee products.

This dataset contains detailed records of coffee sales from a vending machine. The vending machine is the work of a dataset author who is committed to providing an open dataset to the community. 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 repository analyzes coffee sales from a vending machine, focusing on sales trends, customer purchases, and time series forecasting. It includes exploratory data analysis (EDA), sales predictions, and visualizations to understand purchasing patterns and optimize inventory.