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    1. Home
    2. Data Science
    3. Awesome Data Science Viz

    Awesome Data Science Viz

    A curated list of data science, machine learning, and visualization tools with emphasis on Python, D3, and web applications. Comprehensive resource for data science workflows.

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    Websitegithub.com
    PublishedMar 24, 2026

    Categories

    1 Item
    Data Science

    Tags

    3 Items
    #data-science#visualization#python

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    Featured

    Overview

    Awesome Data Science Viz provides curated tools for data science, machine learning, and visualization with focus on Python and web technologies.

    Python Tools

    • Analysis - pandas, NumPy, SciPy
    • Machine Learning - scikit-learn, XGBoost, LightGBM
    • Deep Learning - TensorFlow, PyTorch, Keras
    • Visualization - Matplotlib, Seaborn, Plotly

    Web Visualization

    • D3.js - Data-driven documents for interactive viz
    • Plotly.js - JavaScript graphing library
    • Chart.js - Simple yet flexible charting
    • Vega - Declarative visualization grammar
    • Observable - Reactive notebook platform

    Data Science Workflow

    • Data Collection - Web scraping, APIs
    • Data Cleaning - pandas, OpenRefine
    • Exploration - Jupyter notebooks
    • Modeling - ML/DL frameworks
    • Visualization - Charts and dashboards
    • Deployment - Streamlit, Dash, Gradio

    Web Applications

    • Streamlit for rapid prototyping
    • Dash for analytical web apps
    • Voilà for notebook dashboards
    • Panel for custom apps

    Use Cases

    • Exploratory data analysis
    • Interactive dashboards
    • Machine learning pipelines
    • Report generation
    • Web-based analytics

    Pricing

    Free and open-source tools.