A study among cities in Australia by leveraging NECTAR (AWS like cloud) cloud-based solutions, AURIN and tweets

Description

A study among cities in Australia by leveraging NECTAR[1] cloud-based solutions, AURIN[2] and tweets[3]

Video Link

https://www.youtube.com/watch?v=wCEoxUTgxkg&feature=youtu.be

Website

• visit our website
• main:
  • http://115.146.92.98:5002/index
• backup:
  • http://115.146.95.31:5002/index
  • http://115.146.92.67:5002/index
  • http://115.146.95.239:5002/index 49

Source Code Directory

• ansible
  • automation scripts
• analyser
  • scripts
    • harvester
    • topic
    • aurin
    • database
    • sentiment
  • corpora
    • nltk twitter sample
    • sent140
    • stopwords
  • sample
    • sample couchDB document
• couchdb
  • map/reduce scripts
• web
  • app.py

Test Embedded Analyser

go to analyzer/scripts
>python3 run_crawler.py jiyu

Sentiment Classification Evaluation

got to analyzer/scripts/sentiment
>python3 evaluation.py
this will show a demo evaluation of baseline and our classifier on nltk twitter sample

Contributors

• Jiyu Chen: https://github.com/freddieMe

  • tweet crawler, duplication prevention, sentiment analysis, tweet analyser, scenario creation

• Siddharth Malhotra: https://github.com/SiddharthMalhotra

  • Contribution: ansible, boto, cloud architecture design, scenario creation

• Vedant Chauhan: https://github.com/vedantchauhan

  • Contribution: web, UI, leveraging aurin, scenario creation and implementation

• Shashank Parab: https://github.com/Shashank830132

  • Contribution: leveraging aurin, scenario creation

• Nikhil Chitale: https://github.com/NikhilChitale

  • Contribution: couchDB map/reduce as view creation, scenario creation

Reference

[1]   NECTAR: https://nectar.org.au
[2]   AURIN: https://aurin.org.au
[3]   Twitter API: https://developer.twitter.com
[3]   Sent140. Twitter Sentiment Corpus by Niek Sanders http://help.sentiment140.com/for-students/
[4]   Klokan Technologies. http://boundingbox.klokantech.com.
[5]   Textblob. http://textblob.readthedocs.io/en/dev.
[6]   CouchDB. http://docs.couchdb.org/en/2.1.1.
[8]   ANSIBLE. http://docs.ansible.com.
[9]   BOTO. https://boto3.readthedocs.io/en/latest.
[10]  Docker. https://github.com/redgeoff/docker-ce-vagrant.
[11]  CouchDB in Docker Container. https://github.com/redgeoff/redgeoff-couchdb-docker.