Project SA (Sentiment Analysis)

Project Description

Create a web application that predicts emotions within a piece of text using supervised machine learning and natural language processing

Data Source

First Data

Dataset that contains a section of text with labels for the text that describes the emotion of the text

Second Dataset

Dataset that contains tweets with a emotion label attached to it

Technologies

Pandas, Numpy, Matplotlib, Scikit-Learn, NLTK

Contributors

Victor Wu @WuVi5054

Alex Chen @112523chen

Richard Yeung @ryrichard

Slide Deck

Gama Slide Deck

File Directory

Main_Page.py

Location of the root of the streamlit application

research.ipynb

Location for research for project

references/models

Location of the machine learning models

references/vectorizers

Location of the vecotorizers for the machine learning model