data_algebra
Codd method-chained SQL generator and Pandas data processing in Python. (by WinVector)
pandas-profiling
Create HTML profiling reports from pandas DataFrame objects [Moved to: https://github.com/ydataai/pandas-profiling] (by pandas-profiling)
Our great sponsors
| data_algebra | pandas-profiling | |
|---|---|---|
| 5 | 1 | |
| 113 | 8,962 | |
| 0.9% | - | |
| 8.5 | 8.5 | |
| 6 months ago | almost 2 years ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" 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.
data_algebra
Posts with mentions or reviews of data_algebra.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-01.
- Control Pandas, Polars, or SQL from One DSL
-
Modern Pandas (Part 2): Method Chaining
There are a number of packages in Python specializing in variations of piped processing in Pandas. My own is this one: https://github.com/WinVector/data_algebra .
- Plotting Multiple Curves in Python
-
Siuba – A Dplyr Port to Python
Neat. I've been working on my own "piped-Codd" style system I call the "data algebra" https://github.com/WinVector/data_algebra
I use method chaining as the composing notation.
pandas-profiling
Posts with mentions or reviews of pandas-profiling.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-20.
-
Mito – Excel-like interface for Pandas dataframes in Jupyter notebook
For those who are going through the thread finding new tools: pandas-profiling[0] is a library for automatic EDA (part of what bamboolib[1] does).
[0]: https://github.com/pandas-profiling/pandas-profiling
What are some alternatives?
When comparing data_algebra and pandas-profiling you can also consider the following projects:
dataiter - Python classes for data manipulation
lux - Automatically visualize your pandas dataframe via a single print! 📊 💡