Code Monkey home page Code Monkey logo

case_pyspark's Introduction

case_pyspark

基于Python语言的Spark数据处理分析案例集锦(PySpark)

实验环境

1) Linux: Ubuntu 20.04
2) Python: 3.7.x
3) Spark: 2.4.5(安装教程:http://dblab.xmu.edu.cn/blog/2501-2/)
4) Jupyter Notebook: (安装教程和使用方法:http://dblab.xmu.edu.cn/blog/2575-2/)

案例

1) yelp: 基于YELP数据集的商业数据分析
2) us_counties: 2020年美国新冠肺炎疫情数据分析
3) ECommerce: 基于零售交易数据的Spark数据处理与分析
4) earthquake: 基于地震数据的Spark数据处理与分析
5) global: 基于Spark的地震数据处理与分析
6) OverDue: 基于信用卡逾期数据的Spark数据处理与分析
7) project: 基于 TMDB 数据集的电影数据分析

case_pyspark's People

Contributors

liuxy92 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar CR_Smile avatar LeronQ avatar luyongsheng avatar  avatar  avatar  avatar  avatar Kevin avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.