popmon VS koalas

Compare popmon vs koalas 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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koalas

Koalas: pandas API on Apache Spark (by databricks)
Spark Pandas pydata Dataframe mlflow Big Data Data Science
Source Code
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popmon koalas
1 2
486 3,319
0.6% 0.2%
6.9 4.6
3 months ago about 1 month ago
Python Python
MIT License Apache License 2.0
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.

koalas

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

What are some alternatives?

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

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

Dask - Parallel computing with task scheduling

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

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

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

PandasGUI - A GUI for Pandas DataFrames

lifetimes - Lifetime value in Python

fastdbfs - fastdbfs - An interactive command line client for Databricks DBFS.

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

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.

popmon vs sweetviz koalas vs Dask popmon vs cape-dataframes koalas vs datacompy popmon vs ydata-profiling koalas vs PandasGUI popmon vs datacompy koalas vs cape-dataframes popmon vs lifetimes koalas vs fastdbfs popmon vs Optimus koalas vs data-science-ipython-notebooks