Visit Rwanda Sentiment Analysis
Using Twitter API


Mugisha Israel


January 9th, 2022


#VisitRwanda Sentiment Analysis

What is Visit Rwanda.

Visit Rwanda is a Tourism campaign project started by RDB to promote Tourism in Rwanda This campaign partners with Arsenal, Paris Saint-Germain F.C(PSG), Tour du Rwanda and Basketball Africa League(BAL). This campaign has increased the level of tourism in Rwanda, hence the development of the country since Tourism in Rwanda is the largest source of foreign exchange earnings in Rwanda and was projected to grow at a rate of 25% every year from 2013-18.

My Inspiration?

I wanted to collect some feedback from people to what they think about Top Touristic attraction sites in Rwanda including: Lake Kivu, Gorillas, and Akagera National Park and Top VisitRwanda Partners PSG and ARSENAL and a place to find this feedback was to scrappe some data from Twitter as many people use twitter to share their thoughts on a certain subject and I wanted to see how people are commenting towards these places.

My Discoveries.

I collected 1000 tweets and preprocessed them, kept them in a dataframe that was letter uploaded to BigQuery and did ETL in Tableau where I created a Dashboard that you can interact with to see my Discoveries. All of these in an Upstream Pipeline that updates automatically with any change.