Giter Club home page Giter Club logo

twitter_influencers's Introduction

twitter_influencers

Code to create a real time streaming platform that helps marketers identify top influencers on Twitter.

We created a real time streaming platform using Twitter streaming API and Google NLP (Natural Language Processing) API. The streaming data was sent to Amazon S3 and batch processed using Apache Spark. The final output from our analysis in Spark was sent to Amazon RDS as a SQL table and updated every 15 minutes. The Python Flask App called the database to display the real time data to the client interface.

Link to blog post: http://blog.nycdatascience.com/student-works/creating-real-time-streaming-platform-identify-top-influencers-twitter/

twitter_influencers's People

Contributors

claire-vk avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.