sweetviz VS popmon

Compare sweetviz vs popmon and see what are their differences.

sweetviz

Visualize and compare datasets, target values and associations, with one line of code. (by fbdesignpro)
pandas-dataframe eda Pandas data-exploration Data Analysis Data Science Data Visualization Machine Learning data-profiling exploratory-data-analysis Statistics Exploration Python
Source Code
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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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sweetviz popmon
1 1
2,837 486
- 1.0%
6.7 6.9
5 months ago 3 months ago
Python Python
MIT License MIT License
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.

sweetviz

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

popmon

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

What are some alternatives?

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

dataprep - Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

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

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

Optimus - :truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

koalas - Koalas: pandas API on Apache Spark

dtale-desktop - Build a data visualization dashboard with simple snippets of python code

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

mlgauge - A simple library to benchmark the performance of machine learning methods across different datasets.

lifetimes - Lifetime value in Python

lux - 👾 Fast and simple video download library and CLI tool written in Go

sweetviz vs dataprep popmon vs cape-dataframes sweetviz vs ydata-profiling popmon vs ydata-profiling sweetviz vs Optimus popmon vs koalas sweetviz vs dtale-desktop popmon vs datacompy sweetviz vs mlgauge popmon vs lifetimes sweetviz vs lux popmon vs Optimus