siuba
python-infix
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| siuba | python-infix | |
|---|---|---|
| 25 | 1 | |
| 1,100 | 51 | |
| - | - | |
| 7.5 | 10.0 | |
| 7 months ago | over 5 years ago | |
| Python | Python | |
| MIT License | - |
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siuba
- The Design Philosophy of Great Tables (Software Package)
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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?
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Happy Halloween, Pandas! 🎃🤓
You mean siuba?
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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
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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?
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R / Tidyverse User -> Python | How to Make it Hurt Less
Check out siuba
python-infix
What are some alternatives?
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
hoogle - Haskell API search engine
dtale - Visualizer for pandas data structures
beam - Apache Beam is a unified programming model for Batch and Streaming data processing.
Altair - Declarative statistical visualization library for Python
q - q - Run SQL directly on delimited files and multi-file sqlite databases
vinum - Vinum is a SQL processor for Python, designed for data analysis workflows and in-memory analytics.
DataFramesMeta.jl - Metaprogramming tools for DataFrames
data.table - R's data.table package extends data.frame:
sspipe - Simple Smart Pipe: python productivity-tool for rapid data manipulation
K3D-jupyter - K3D lets you create 3D plots backed by WebGL with high-level API (surfaces, isosurfaces, voxels, mesh, cloud points, vtk objects, volume renderer, colormaps, etc). The primary aim of K3D-jupyter is to be easy for use as stand alone package like matplotlib, but also to allow interoperation with existing libraries as VTK.
swifter - A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner