Through various projects we created our own databases where we used Excel for the transformation and cleaning of data through Power Query or Python. Then, the information was crossed to find relationships and patterns, to observe these patterns, the different visualizations were generated. Different statistical methods were also used to determine outliers that did not allow the information to be related.