popmon VS watermark

Compare popmon vs watermark and see what are their differences.

popmon

Monitor the stability of a Pandas or Spark dataframe ⚙︎ (by ing-bank)
population-monitoring Monitoring Data Science Python data-distributions Statistics data-profiling statistical-tests statistical-process-control Pandas Spark Data Analysis Jupyter Ipython ing-bank Mlops HacktoberFest dataset-shifts covariate-shift drift-detection
Source Code
popmon.readthedocs.io
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watermark

An IPython magic extension for printing date and time stamps, version numbers, and hardware information (by rasbt)
Python magic-extension Jupyter Ipython
Source Code
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popmon watermark
1 1
487 868
0.8% -
6.9 5.9
4 months ago 11 months ago
Python Python
MIT License GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

popmon

Posts with mentions or reviews of popmon. We have used some of these posts to build our list of alternatives and similar projects.

watermark

Posts with mentions or reviews of watermark. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing popmon and watermark you can also consider the following projects:

sweetviz - Visualize and compare datasets, target values and associations, with one line of code.

Jupyter Notebook (IPython) - Multi-user server for Jupyter notebooks

cape-dataframes - Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.

euporie - Jupyter notebooks in the terminal

ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

docker-stacks - Ready-to-run Docker images containing Jupyter applications

koalas - Koalas: pandas API on Apache Spark

ipykernel - IPython Kernel for Jupyter

lifetimes - Lifetime value in Python

ipython - Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

datacompy - Pandas and Spark DataFrame comparison for humans and more!

ipyvizzu - Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.

popmon vs sweetviz watermark vs Jupyter Notebook (IPython) popmon vs cape-dataframes watermark vs euporie popmon vs ydata-profiling watermark vs docker-stacks popmon vs koalas watermark vs ipykernel popmon vs lifetimes watermark vs ipython popmon vs datacompy watermark vs ipyvizzu