eddie-lab/Nigeria2023_Election-Analysis-Using-Unsupervised-learning

Prediction the outcome of Nigeria presidential Election based on people's sentiment analysis # Election-Analysis-using-unsupervised-learning # Description Directly or indirectly the outcomes of every election affect every citizen of a country. Elections are an interesting thing to analyze since many people would like to know about matters surrounding their favourite candidates.Therefore , this prejoct seeks to show what exactly it is that Nigerians want from their leaders as well as predicting the winning candidate and by what margin they win. Table of Contents 1. About The Project 2. Built With 3. Getting Started 4. Prerequisites 5. Installation 6. Usage 7. Roadmap 8. Contributing 9. Contact 10. Acknowledgments 11. Visualization # ABOUT THE PROJECT This project is divided into two parts Firstly, Analysing qualities of a good leader, An analysis done through people’s sentiments was done to know what people are saying concerning each candidate The other part i analyzed which presidential candidate will win and by what margin. This part will not be for public consumption since it is very sensitive. It is intended that this part of the project will be handed to a NGO so that they can integrate it in their analysis. Access to this information will be restricted to a few people. # Languages and tools Python Jupyter notebook Tweepy Scikit-Learn Seaborn streamlit # Getting Started To get a local copy up and running follow these simple example steps. Prerequisites The prerequisites needed to successfully run this project are: Twitter API and Elevated Access. Twitter API and having an Elevated Developer Account helps scrape data from twitter. Installation Below is an example of how you can instruct your audience on installing and setting up your app. This template doesn't rely on any external dependencies or services. Get a Twitter API at Twitter API Clone the repo Load all the datasets in your environment Install all the libraries used in the project # Usage This project is purely meant for self development. The Analyst has no political affi …