Top 10 growing data visualization libraries in Python in 2023

1. pygwalker

   1 28 15,492 5.9 Python

   PyGWalker: Turn your dataframe into an interactive UI for visual analysis

   

   The most popular data visualization python library in 2023. It turns your dataframe into an interactive data exploration app like tableau/powerBI with one line of code. It provides simple drag-and-drop/chat interface for you to build charts. It can run in juypter notebook, which means you do not need to switch between your code and the visualization app. Besides, you can also build interactive spitial visualization on maps with it. And it also has Javascript and R version.

2. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. matplotlib

   2 39 22,140 9.9 Python

   matplotlib: plotting with Python

   

   Github: https://github.com/matplotlib/matplotlib

4. plotly

   3 70 18,109 9.7 Python

   The interactive graphing library for Python :sparkles:

   

   Github: https://github.com/plotly/plotly.py

5. bokeh

   4 26 20,260 9.3 TypeScript

   Interactive Data Visualization in the browser, from Python

   

   Github: https://github.com/bokeh/bokeh

6. seaborn

   5 83 13,625 4.4 Python

   Statistical data visualization in Python

   

   Github: https://github.com/mwaskom/seaborn

7. pyecharts

   6 3 15,636 2.4 Python

   🎨 Python Echarts Plotting Library

   

   Github: https://github.com/pyecharts/pyecharts

8. Altair

   7 49 10,173 8.6 Python

   Declarative visualization library for Python

   

   Github: Altair

9. Stream

   getstream.io featured

   Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.

   

10. plotnine

    8 37 4,479 9.2 Python

    A Grammar of Graphics for Python

    

    Github: https://github.com/has2k1/plotnine

11. holoviews

    9 1 2,862 9.3 Python

    With Holoviews, your data visualizes itself.

    

    Github: https://github.com/holoviz/holoviews

12. VisPy

    10 6 3,515 7.8 Python

    Main repository for Vispy

    

    Github: https://github.com/vispy/vispy

Suggest a related project