This research aims to analyze Alberta Oil Sands Royalty Data to provide a comprehensive overview of oil sands projects undertaken by leading Canadian oil and gas companies, along with the revenue generated in 2023. The analysis will feature graphical illustrations to highlight trends in Alberta’s oil sands development.

The dataset used for this analysis were obtained from the Alberta Government's website under the Department of Economic Development and Trade. The links to the data repositories are; Oil Production by Municipality

The task is to look-out for trends on how people use smart devices and how these insights can be used by the Bellabeat patronizers.

The task is to analyze and show the trends on behavioral patterns, body sizes, flipper lengths of the sea birds called penguins, with respect to its species and the respective islands through which the data prospects were conducted.

This analysis aims to classify whether the breast cancer is benign or malignant. In other to achieve this, the objectives are to observe which features are most helpful in predicting malignant of benign cancer and to see the general trends that may help us in the diagnosis classification through visualizations.