Sentiment analysis (supervised and unsupervised classification) of original Twitter data posted in English about the 10th anniversary of the 2010 Haiti Earthquake
<p>This database contains the sentiment analysis (SA) of original tweets posted in English by users related to the 10<sup>th</sup> anniversary of the 2010 Haitian earthquake. This classification includes supervised and unsupervised classification. The latest one was performed using the no-code machine learning (ML) platform for text analysis: MonkeyLearn comparing the classification's confidence and accuracy (ACC) when training the algorithm with the 1, 5 and 10 per cent of the tweets. We can observe that the confidence and the ACC in the classification increase as the number of trained tweets.</p>
Funding
Learning from Earthquakes: Building Resilient Communities Through Earthquake Reconnaissance, Response and Recovery
Engineering and Physical Sciences Research Council