مشروع تحليل البيانات الاستكشافي

Project Overview: In this project, I analyzed a dataset containing information about books to uncover insights related to: - Distribution of publishing years - Genre analysis - Relationship between sale price and units sold - Total gross sales by author Key Findings: Here are some interesting insights from my analysis: - The majority of books were published after 2000. - Fiction is the most popular genre, with the highest number of books. - There is a positive correlation between book average ratings and the number of ratings received. Visualizations: I created several visualizations to illustrate my findings, including: - Histograms for the distribution of publishing years - Bar plots for genre counts - Scatter plots to analyze relationships between variables ️ Technologies Used: For this project, I utilized: - Python with libraries such as Pandas, Matplotlib, and Seaborn for data manipulation and visualization.