Git Product home page Git Product logo

mooner's Introduction

Mooner

Final project for CIS 400 Syracuse University Data Mining


Work Plan

  1. Collect a social network from Twitter using API
    Start date: Mar 30
    Due date: April 4
    People responsible: Sida Zhu,Chengjiang Xia
    Reference: Homework 2

  2. Extract communities from the network using Community Detection algorithms
    Start date: April 4
    Due date: April 6
    People responsible: Chengjiang Xia, Ziqi Li
    Reference: https://python-louvain.readthedocs.io/en/latest/api.html

  3. Find the most popular people (center) in the communities using centrality analysis
    Start date: April 6
    Due date: April 8
    People responsible: Ziqi Li, Yurui Xiang
    Reference: https://networkx.github.io/documentation/stable/reference/algorithms/centrality.html

  4. Collect all the required tweets from these people, and save to a csv
    Start date: April 8
    Due date: April 10
    People responsible: Chengjiang Xia, Ziqi Li

  5. Train sentiment analysis machine learning model
    Start date: Mar 30
    Due date: April 10
    People responsible: Sida Zhu
    Reference: https://towardsdatascience.com/sentiment-analysis-concept-analysis-and-applications-6c94d6f58c17

  6. Train topic extraction machine learning model
    Start date: Mar 30
    Due date: April 10
    People responsible: Chen Yang
    Reference: https://towardsdatascience.com/the-complete-guide-for-topics-extraction-in-python-a6aaa6cedbbc

  7. Analyze the tweets, get topics and related emotions, and save to a database
    Start date: April 10
    Due date: April 12
    People responsible: Sida Zhu

  8. Build the recommender system based on the database
    Start date: April 12
    Due date: April 14
    People responsible: chen yang

  9. Write final project report
    Start date: Mar 30
    Due date: April 20
    People responsible: Sida Zhu, Chengjiang Xia, Dongyu Gai, Chen Yang, Yurui Xiang, Ziqi Li

  10. Prepare presentation, and record video
    Start date: Mar 30
    Due date: April 20
    People responsible: Sida Zhu, Chengjiang Xia, Dongyu Gai, Chen Yang, Yurui Xiang, Ziqi Li

mooner's People

Contributors

teamclouday avatar

Watchers

James Cloos 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.