*Using pandas and NumPy to answer the most intriguing questions then creating a report sharing the answers. *Performing Data Wrangling to identify any problems in data’s quality or structure, and cleaning the data by modifying, replacing, or removing data to ensure that the dataset is of the highest quality and as well-structured as possible. *Conducting data analysis by exploring and then augmenting the data to maximize the potential of the analyses, visualizations, and models. Then, removing outliers and creating better features from the data. *Drawing conclusion and stating the limitation of the dataset plus suggesting possible solutions. *Communicating the insight found in the dataset and reporting it adequately.