For a visual overview of the various statistical representations of our dataset we have created the following visualizations so our users can gain a better understanding of what data our model has trained on.
We performed multiple initial analysis steps to help uncover any insights regarding the data. One of our main goals was to discover if any features were correlated or valuable for predicting our video ranking category.The analysis we performed included a statistical analysis of our dataset Principal Component Analysis and a Feature Correlation Analysis.