compressio
pandas-profiling
| compressio | pandas-profiling | |
|---|---|---|
| 4 | 1 | |
| 28 | 8,962 | |
| - | - | |
| 0.0 | 8.5 | |
| over 1 year ago | almost 2 years ago | |
| Python | Python | |
| MIT License | MIT License |
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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.
compressio
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Visions – User defined data type systems
Visions is a python library for working with user defined data type systems. Out of the box, it provides type inference and automated data cleaning of sequence data with backend specific implementations for pandas, spark, python, and numpy. We often use it as a first pass cleaning step when working with tabular data and to simplify the backend logic of both pandas-profiling and our tabular data compression library compressio.
- Show HN: Visions – User defined data type systems
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
What are some alternatives?
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
lux - Automatically visualize your pandas dataframe via a single print! 📊 💡
Dask - Parallel computing with task scheduling
barfi - Python Flow Based Programming environment that provides a graphical programming environment.
visions - Type System for Data Analysis in Python
qgrid - An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks
popmon - Monitor the stability of a Pandas or Spark dataframe ⚙︎
datasette - An open source multi-tool for exploring and publishing data
datacompy - Pandas and Spark DataFrame comparison for humans and more!
data_algebra - Codd method-chained SQL generator and Pandas data processing 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.
kangas - 🦘 Explore multimedia datasets at scale