data_algebra
Codd method-chained SQL generator and Pandas data processing in Python. (by WinVector)
siuba
Python library for using dplyr like syntax with pandas and SQL (by machow)
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| data_algebra | siuba | |
|---|---|---|
| 5 | 25 | |
| 113 | 1,100 | |
| 0.9% | - | |
| 8.5 | 7.5 | |
| 6 months ago | 7 months 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.
siuba
Posts with mentions or reviews of siuba.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-04.
- The Design Philosophy of Great Tables (Software Package)
-
Best alternative to Pandas 2023?
I don't know what's best for you, but I can recommend Siuba, a tidy interface for Python to send queries to pandas and SQL-db.
- Method Chaining in Pandas: Bad Form or a Recipe for Success?
-
Happy Halloween, Pandas! 🎃🤓
You mean siuba?
-
Explorer (Elixir and Polars)
For further inspiration, this is a pretty good-looking "dplyr for Python": https://github.com/machow/siuba
- Unpopular opinion: Matplotlib is a bad library
- A trick to have arbitrary infix operators in Python
-
Going from R to Pandas: dplython vs dfply vs plydata
You should follow /u/the75th's advice. However, if you decide to buck that take, I'd look into siuba. I've never heard of those packages you've listed, and have doubts they'd be maintained.
- Tidyverse equivalent in Python?
-
R / Tidyverse User -> Python | How to Make it Hurt Less
Check out siuba
What are some alternatives?
When comparing data_algebra and siuba you can also consider the following projects:
dataiter - Python classes for data manipulation
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more