n this project, we will be performing association rules using the Apriori algorithm on market basket data from Kaggle.

In this report I will conduct PCA to perform dimension reduction of the World Happiness Report 2017, an annual survey that ranks countries according to their level of happiness and well-being.

This dataset has been obtained from UCI ML Repository. https://archive.ics.uci.edu/ml/datasets/Facebook+Live+Sellers+in+Thailand The dataset consists of posts extracted from the Facebook pages of 10 Thai fashion and cosmetics retail sellers from March 2012 to June 2018. For each Facebook post, the dataset records the resulting engagement metrics comprising shares, comments, and emoji reactions within which traditional “likes”are distinguished from recently introduced emoji reactions, that are “love”, “wow”, “haha”, “sad” and “angry”, (Dehouche 2020).