Giter Club home page Giter Club logo

sentimentanalysis's Introduction

sentimentanalysis

cisc367 proj on sentiment analysis of slack conversation

Scripts.py: Script that first finds all of the URL's suggested in the CSV file of python data from Slack conversations. Then, once it finds the url, it removes the beginning (http://, https://, www., etc.) and removes the end (.com, .edu, .gov, etc.) leaving us with an output csv file of only the domain names for each of the three years of python chat data. The second part of the script uses the csv files of chat data and finds the response given right after a URL suggestion. These responses are then sent to an output csv file where we store the responses to run NLTK sentiment analysis using our 2019NLTK scrit.

NLTK2019.ipynb: This script uses NLTK to take in a CSV file that has all of the responses a user provided when they were given a URL. It then takes these responses, tokenizes them and runs a sentiment analysis. Polarity is calcualted and positive, negative or neutral is assigned to each response. This was done for all three years of data.

Output: The output files contain the domain count, the respoense to the URL, and the sentiment analysis of that response

Input: The 2017, 2018, and 2019 data sets we analyzed.

sentimentanalysis's People

Contributors

carolinegraham6622 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.