the fastest and easy way to get insight of your dataset
Project description
lois
The fastest and easy way to get insight of your dataset
Purpose of the package
- The purpose of this package is to provide to data scientist and data analyst a faster way to get insight of their dataset .
Features
- EDA Simplification
Getting Started
The package can be found on pypi hence you can install it using pip
Installation
pip install lois
Usage
# Import packages
>>> import pandas as pd
>>> from lois import lois_ds_report
#Import your dataset
>>> data=pd.read_csv("your data path")
#Simple report with lois
>>> lois_ds_report(data,target_variable="gender", report_complexity="simple" )
#Advanced report with lois
>>> lois_ds_report(data, target_variable="gender", report_complexity="advanced")
Contribution
Contribution are welcome. Notice a bug ? let us know. Thanks you
Author
- Main Maitainer : Charles TCHANAKE
- email : datadevfernolf@gmail.com
Additionnal Note
In very large dataset lois may take time to process all the data
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
No source distribution files available for this release.See tutorial on generating distribution archives.
Built Distribution
lois-0.5.0-py3-none-any.whl
(5.5 kB
view details)
File details
Details for the file lois-0.5.0-py3-none-any.whl.
File metadata
- Download URL: lois-0.5.0-py3-none-any.whl
- Upload date:
- Size: 5.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.2 CPython/3.10.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | bd11971103d50af147302f697aedd0a9132513f027ab5b6c8eedbdf49b0b63c1 |
|
| MD5 | c366323635cd9dc75ecf9c286745f0b8 |
|
| BLAKE2b-256 | 6903db0b74854cb2d063dea62603ed478e4fdec137a31294d414e4788880fe20 |
