تفاصيل العمل

Created an interactive Spotify data visualization project to explore music trends and understand patterns in the dataset.

The project included:

• Data cleaning and preparation using Python and Pandas.

• Creating charts and visualizations using Matplotlib and Plotly.

• Analyzing music features such as popularity, danceability, energy, and duration.

• Using different charts to present insights in a clear and easy-to-understand way.

• Presenting the results in a professional and visually engaging format.

بطاقة العمل

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