A small all in one data science tool

dataplay3

introduction

dataplay3 is a minimized data science tool that provide basic data related functions including dataset management, data visualization, prediction for numeric, catagorical and time serials data.

There are lots of opensource or free data analysis and data visualization tools such as:

• Tableau public
• Microsoft Power BI
• Superset

These tools are powerful and if you are looking for a enterprise ready data analysis tool, you should choose these tools.

While dataplay3 is a small tool that targets to cover whole life cycle of data aquisition, data preparation, data visualization, prediction model building (Machine learning) and model deployment with easy to use in one box. Assuming the user has little knowledge of data science.

document

https://gangtao.github.io/dataplay3/

demo

youtube

youku

run

to run dataplay3 in docker

docker run -p 8000:8000 naughtytao/dataplay3:0.1-dev

and the open your browser with following url

http://localhost:8000

note, the image size is 2.11GB