pandas-paddles
sweetviz
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| pandas-paddles | sweetviz | |
|---|---|---|
| 2 | 1 | |
| 5 | 2,837 | |
| - | - | |
| 4.6 | 6.7 | |
| 7 days ago | 5 months ago | |
| Python | Python | |
| MIT License | MIT License |
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pandas-paddles
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Experimenting with Pandas Fluent API: avoiding lambdas
I've done something similar: pandas-selector. It's using DF to access the dataframe in assign() or loc[]. You're example would read:
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New project pandas-selector: helper for pandas to make operation-chaining cleaner
Hi, I've created a small pandas helper (GitHub, PyPI, RTD) I find really useful. It allows you to write cleaner operation chains, e.g. chaining assign and loc:
sweetviz
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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?
kangas - 🦘 Explore multimedia datasets at scale
dataprep - Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
objectiv-analytics - Open-source product analytics infrastructure for data teams that want full control. Built for high quality data collection and ready to use for advanced analytics & ML.
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
PANDAS-TUTORIAL - Jupyter Notebooks and Data Sets for Pandas Library
Optimus - :truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
popmon - Monitor the stability of a Pandas or Spark dataframe ⚙︎
dtale-desktop - Build a data visualization dashboard with simple snippets of python code
mlgauge - A simple library to benchmark the performance of machine learning methods across different datasets.
lux - 👾 Fast and simple video download library and CLI tool written in Go
pandera - A light-weight, flexible, and expressive statistical data testing library
django-ai - Artificial Intelligence for Django