Best Python Frameworks for Data Science in 2025

Table of Content 

1. NumPy: Foundations for statistical computing
2. Pandas: Simplified data processing
3. Matplotlib and Seaborn: great plotting capabilities
4. Seaborn: statistical data visualization
5. Scikit-learn: Machine learning made it easier
6. TensorFlow and PyTorch: Deep Learning Leaders
7. Keras: A high-level API for deep learning
8. Plotly Dash: Building Interactive Dashboards with Python
9. Bokeh: Interactive graphics for web applications
10. Natural Language Tools (NLTK): Text Analysis Controller

NumPy: Foundations for statistical computing

Pandas: Simplified data processing

Matplotlib and Seaborn: great plotting capabilities

Seaborn: statistical data visualization

Scikit-learn: Machine learning made it easier

TensorFlow and PyTorch: Deep Learning Leaders

Keras: A high-level API for deep learning

Plotly Dash: Building Interactive Dashboards with Python

Bokeh: Interactive graphics for web applications

Natural Language Tools (NLTK): Text Analysis Controller