# dataplay3

**Repository Path**: javaen/dataplay3

## Basic Information

- **Project Name**: dataplay3
- **Description**: https://github.com/gangtao/dataplay3.git
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 2
- **Forks**: 0
- **Created**: 2019-06-10
- **Last Updated**: 2021-11-02

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

<p align="center">
  <a href="https://github.com/gangtao/dataplay3/issues">
    <img src="https://img.shields.io/github/issues/gangtao/dataplay3.svg">
  </a>
  <a href="https://github.com/gangtao/dataplay3/network">
    <img src="https://img.shields.io/github/forks/gangtao/dataplay3.svg">
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    <img src="https://api.codacy.com/project/badge/Grade/8e46d2bc99bc4dad990af063c26efb00">
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  <a href="https://ebertapp.io/github/gangtao/dataplay3">
    <img src="https://ebertapp.io/github/gangtao/dataplay3.svg">
  </a>
  <a href="https://app.codeship.com/projects/336732">
    <img src="https://app.codeship.com/projects/b95bdb50-43c7-0137-cea7-0eb7bfe1a733/status?branch=master">
  </a>
  <a href="https://cloud.docker.com/repository/docker/naughtytao/dataplay3">
    <img src="https://img.shields.io/docker/automated/naughtytao/dataplay3.svg">
  </a>
</p>

<p align="center">
  A small all in one data science tool
</p>

# 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](http://uiw.gitee.io/react-markdown-editor/)
-   [Microsoft Power BI](https://powerbi.microsoft.com/en-us/)
-   [Superset](https://github.com/apache/incubator-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/](https://gangtao.github.io/dataplay3/)

## demo
[youtube](https://youtu.be/jm83LLYO3Es)

[youku](http://player.youku.com/embed/XNDE0OTI3MjIzMg==)

## run
to run dataplay3 in docker
```bash
docker run -p 8000:8000 naughtytao/dataplay3:0.1-dev
```

and the open your browser with following url
> [http://localhost:8000](http://localhost:8000)

note, the image size is **2.11GB**