AwesomeDataviz

missingno

Provides flexible toolset of data-visualization utilities that allows quick visual summary of the completeness of your dataset, based on matplotlib.

GitHubPyPI
GitHub stars
4.2K
PyPI downloads / week
61.1K
Commits, last 12 months
0
Contributors
16
Last commit
Latest release
0.5.2Feb 26, 2023

Overview

missingno is an open-source Python visualization library released under the MIT license. Its GitHub repository has 4,211 stars, 520 forks, and 16 contributors. It has not had a commit since Feb 26, 2023. The latest release, 0.5.2, was published on Feb 26, 2023. On PyPI it is downloaded about 61.1K times per week.

Its GitHub description: Missing data visualization module for Python.

GitHub topics: missing-datadata-visualizationdata-analysispandaspython

Install

PyPI
pip install missingno
v0.5.2

Development activity

Commits per month to the default branch over the last 12 complete months.

01 Oct 2025 Nov Dec Jan 2026 Feb Mar Apr May Jun Jul Aug Sep
01 Oct 2025 Jan 2026 Apr Jul
0 commits from Oct 2025 to Sep 2026.
Show data as a table
MonthCommits
Oct 20250
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Popularity among Python data visualization libraries

Streamlit 45.9K Dash 24.4K Matplotlib 23.3K Bokeh 20.5K Taipy 19.4K Plotly (Python) 18.8K missingno 4.2K
Streamlit 45.9K Dash 24.4K Matplotlib 23.3K Bokeh 20.5K Taipy 19.4K Plotly (Python) 18.8K missingno 4.2K
GitHub stars for missingno and the most-starred alternatives.
Show data as a table
ToolStars
Streamlit45,895
Dash24,441
Matplotlib23,323
Bokeh20,455
Taipy19,443
Plotly (Python)18,822
missingno4,211

Alternatives to missingno

  • Streamlit

    Framework for turning Python scripts into interactive data apps.

    45.9K starsPythonApache-2.0

  • Dash

    Framework for building data apps and dashboards in Python, built on Plotly.js and React.

    24.4K starsPythonMIT

  • Matplotlib

    2D plotting library.

    23.3K starsPythonPSF-2.0

  • Bokeh

    Interactive Web Plotting for Python.

    20.5K starsTypeScriptBSD-3-Clause

  • Taipy

    Python framework for building data and AI web applications with interactive charts and dashboards.

    19.4K starsPythonApache-2.0

  • Plotly (Python)

    Interactive web based visualization built on top of plotly.js

    18.8K starsPythonMIT

missingno FAQ

Is missingno open source?

Yes. missingno is released under the MIT license, and its source code is on GitHub.

Is missingno still maintained?

It appears inactive: the latest commit was on Feb 26, 2023, over a year ago. It may still work well, but expect fewer fixes and updates.

How do I install missingno?

From PyPI: pip install missingno.

What are the best alternatives to missingno?

The most popular alternatives listed in Python data visualization libraries are Streamlit, Dash, and Matplotlib. See the full ranking.

What language is missingno written in?

missingno is primarily written in Python, according to GitHub.

Data: GitHub API, PyPI. Updated Oct 4, 2026.