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https://github.com/ayushsiloiya619/spotify-song-analysis

Data Analytics with Python
https://github.com/ayushsiloiya619/spotify-song-analysis

data-analysis matplotlib-pyplot pandas-dataframe python3 seaborn

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Data Analytics with Python

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README

        

# Data Analytics With Python


## Workflow:

1. **Data Collection and Preprocessing**
- Gather data from Spotify API or CSV files.
- Clean and preprocess the data to ensure data quality.

2. **Exploratory Data Analysis (EDA)**
- Use Pandas and Seaborn for EDA to understand the dataset's structure.
- Visualize relationships between energy and popularity using plots and charts.

3. **Statistical Analysis**
- Perform statistical tests to determine correlations and significance.
- Explore patterns and trends in the data related to song characteristics..

4. **Documentation and Presentation**
- Document code, analysis steps, and findings in Jupyter Notebooks or Markdown files.
- Create visualizations and summaries for presentation and reporting.

## Tools and Libraries:
- Python
- Pandas
- Seaborn
- Jupyter Notebooks
- Matplotlib

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