datacompy VS popmon

Compare datacompy vs popmon and see what are their differences.

datacompy

Pandas and Spark DataFrame comparison for humans and more! (by capitalone)
Python Pandas Spark Data Data Science HacktoberFest
Source Code
capitalone.github.io
Suggest alternative
Edit details

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
Suggest alternative
Edit details
WorkOS
Our great sponsors
  • WorkOS - The modern identity platform for B2B SaaS
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • SaaSHub - Software Alternatives and Reviews
Our great sponsors
datacompy popmon
4 1
382 486
8.9% 1.0%
7.4 6.9
6 days ago 3 months ago
Python Python
Apache License 2.0 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.

datacompy

Posts with mentions or reviews of datacompy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-26.

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 datacompy and popmon you can also consider the following projects:

koalas - Koalas: pandas API on Apache Spark

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

data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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

data-diff - Compare tables within or across databases

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

dbt-audit-helper - Useful macros when performing data audits

visualiza - A general-purpose dynamic data visualizer.

lifetimes - Lifetime value in Python

diffable-sql

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

datacompy vs koalas popmon vs sweetviz datacompy vs data-science-ipython-notebooks popmon vs cape-dataframes datacompy vs data-diff popmon vs ydata-profiling datacompy vs dbt-audit-helper popmon vs koalas datacompy vs visualiza popmon vs lifetimes datacompy vs diffable-sql popmon vs Optimus