A small all in one data science tool
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:
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.
https://gangtao.github.io/dataplay3/
to run dataplay3 in docker
docker run -p 8000:8000 naughtytao/dataplay3:0.1-devand the open your browser with following url
note, the image size is 2.11GB