pandas-profiling
data_algebra
| pandas-profiling | data_algebra | |
|---|---|---|
| 1 | 5 | |
| 8,962 | 113 | |
| - | 0.0% | |
| 8.5 | 8.5 | |
| almost 2 years ago | 7 months ago | |
| Python | Python | |
| MIT License | BSD 3-clause "New" or "Revised" License |
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pandas-profiling
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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
data_algebra
- Control Pandas, Polars, or SQL from One DSL
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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
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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.
What are some alternatives?
lux - Automatically visualize your pandas dataframe via a single print! 📊 💡
dataiter - Python classes for data manipulation
barfi - Python Flow Based Programming environment that provides a graphical programming environment.
siuba - Python library for using dplyr like syntax with pandas and SQL
qgrid - An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks
mito - The mitosheet package, trymito.io, and other public Mito code.
datasette - An open source multi-tool for exploring and publishing data
chain-ops-python - Simple chaining of operations (a.k.a. pipe operator) in python
python - 🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts using Libraries and Logic. These things everyone should know in their journey with programming.
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
kangas - 🦘 Explore multimedia datasets at scale
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.