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.