sweetviz
dataprep
Our great sponsors
sweetviz | dataprep | |
---|---|---|
1 | 3 | |
2,837 | 1,914 | |
- | 1.8% | |
6.7 | 3.1 | |
5 months ago | 20 days ago | |
Python | Python | |
MIT License | MIT License |
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
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Automated Data Profiling and Attribute Clustering using unsupervised ML techniques
Take a look at this package which computes associations between variables and other viz and can infer some types https://github.com/fbdesignpro/sweetviz
dataprep
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What data tools are you using for your daily work?
Open source Python tool Dataprep https://dataprep.ai/
- Think different about data preparation for AI
- DataPrep V0.3 has been released!
What are some alternatives?
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
lux - 👾 Fast and simple video download library and CLI tool written in Go
popmon - Monitor the stability of a Pandas or Spark dataframe ⚙︎
great_expectations - Always know what to expect from your data.
dtale-desktop - Build a data visualization dashboard with simple snippets of python code
lux - Automatically visualize your pandas dataframe via a single print! 📊 💡
mlgauge - A simple library to benchmark the performance of machine learning methods across different datasets.
asyncmy - A fast asyncio MySQL/MariaDB driver with replication protocol support
Viz-It - Data Visualizer Web-Application