DataScribe

General csv, excel files, or pandas DataFrame exploration scripts and python utils. Includes descriptive statistics, versatile hypothesis testing and correlations analysis.

Installation

Clone the repository

git clone https://github.com/wajsbrot/datascribe.git

Install the package from the datascribe folder

pip install -e .

Usage

DataScribe contains both functions for use as a package and scripts for creating csv plot or summaries.

Example

Package use in a python code

from datascribe.stats import compare_common_columns
df = compare_common_columns(df_a, df_b)

Scripts usage

audit.py my_file.csv

To use scripts one should add the scripts folder to the PATH environment variable, and to make the scripts executable with

chmod +x /path_to_datascribe/scripts/*