tablexplore
sweetviz


tablexplore | sweetviz | |
---|---|---|
1 | 1 | |
127 | 2,981 | |
- | 0.5% | |
2.7 | 3.9 | |
over 1 year ago | 7 months ago | |
Python | Python | |
GNU General Public License v3.0 only | MIT License |
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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.
tablexplore
sweetviz
-
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
What are some alternatives?
pandastable - Table analysis in Tkinter using pandas DataFrames.
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Solomon - Data Exploration tool.
dataprep - Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
PyFlow - Visual scripting framework for python
pandera - A light-weight, flexible, and expressive statistical data testing library
examples - Learn to create a desktop app with Python and Qt
Optimus - :truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
hamilton - Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
dtale-desktop - Build a data visualization dashboard with simple snippets of python code
PyQt-Fluent-Widgets - A fluent design widgets library based on C++ Qt/PyQt/PySide. Make Qt Great Again.
popmon - Monitor the stability of a Pandas or Spark dataframe ⚙︎

