GithubHelp home page GithubHelp logo

Archi Dsouza's Projects

arc icon arc

The Art of Readable Code

prometheus icon prometheus

The Prometheus monitoring system and time series database.

sentiment_analysis_using_twitter_data icon sentiment_analysis_using_twitter_data

In this assignment I am finding out peoples sentiment about DeMonetisation happened in india. Demonetization means the old unit of currency must be retired and replaced with a new currency unit. This is currently trending issue in India and people have both positive and negative sentiments about. I am collecting tweets which has #DeMonetisation using search API of twitter and classifying them as Positive and negative sentiment based on train data which will train model.In cluster.py i am finding out users who has tweeted about this issue and using there id am also Collecting whom they follow, using this information i am creating graph which will be one big component. This graph i am dividing in different communities using girvan newman. This information i am using to find out average user per community and sentiments of that community. In classify.py I am finding out positive and negative sentiments of people from tweets collected. To find out positive and negative sentiments of people, first i am training my model using train data which Is classifies using AFINN. Then i am collecting live twitter data which will be my test data, and then i am classifying this data as positive and negative sentiments. In summarize.py file i am showing final analysis. By looking at data in file we can say that more people having negative sentiments about DeMonetisation issue and people unhappy about the government decision while there are some people which are happy about government decision and having positive sentiment.

styleguide icon styleguide

Style guides for Google-originated open-source projects

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

what-happens-when icon what-happens-when

An attempt to answer the age old interview question "What happens when you type google.com into your browser and press enter?"

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.