dataprep
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code. (by sfu-db)
sweetviz
Visualize and compare datasets, target values and associations, with one line of code. (by fbdesignpro)
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| dataprep | sweetviz | |
|---|---|---|
| 3 | 1 | |
| 1,914 | 2,833 | |
| 1.8% | - | |
| 3.1 | 6.7 | |
| 19 days ago | 5 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.
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.
dataprep
Posts with mentions or reviews of dataprep.
We have used some of these posts to build our list of alternatives
and similar projects.
-
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!
sweetviz
Posts with mentions or reviews of sweetviz.
We have used some of these posts to build our list of alternatives
and similar projects.
-
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?
When comparing dataprep and sweetviz you can also consider the following projects:
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.