Data Profiling Dashboard

Minimalistic dashboard framework to have a quick look to the structured data

Features

• Currently dashboard shows three three sections - Missing Values, Categorical Data, Numerical Data
• Highly adaptable to new data with little to no configuration.

Technical Details

• It is built using plotly dash libary along with data manipulation using pandas and numpy
• It is developed in dockerized environment and can be easily deployed to google kubernetes cluster using the configs in k8s.

How to Use

• Add the train.csv in the base_data directory
• pip install -r requirements.txt
• Run dashboard.py