Coffee Sales Data Analysis in Python | Pandas & Matplotlib End-to-End Project скачать в хорошем качестве

Coffee Sales Data Analysis in Python | Pandas & Matplotlib End-to-End Project

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