Coffee Sales Data Analysis in Python | Pandas & Matplotlib End-to-End Project
Автор: BJ The Analyst
Загружено: 2026-01-03
Просмотров: 32
This video shows a complete coffee sales analysis using Python. The analysis is done with Pandas for data cleaning, transformation, and aggregation, and Matplotlib for visualizations.
Dataset: https://docs.google.com/spreadsheets/...
Topics covered:
☑️ Understanding a real coffee sales dataset
☑️ Data cleaning and preprocessing in Pandas
☑️ Sales trends by date and time
☑️ Revenue and quantity analysis
☑️ Product and store performance
☑️ Peak sales hours and demand patterns
☑️ Business insights derived from the analysis
☑️ Visualizing results with Matplotlib
This project reflects real-world data analysis work and is suitable for data analyst portfolios, interviews, and practical learning.
Tools used:
☑️ Python
☑️ Pandas
☑️ Matplotlib
Who this video is for:
☑️ Aspiring data analysts
☑️ Python beginners learning data analysis
☑️ Anyone building a data analytics portfolio
Keywords / Tags: python data analysis
coffee sales analysis
pandas project
matplotlib visualization
data analysis project
sales data analysis
exploratory data analysis
python for data analysts
real world data analysis
data analyst portfolio
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