Project 2 involves the thorough examination of two distinct datasets: “fatal-police-shootings-data” and “fatal-police-shootings-agencies,” each serving specific analytical purposes.

The first dataset, “fatal-police-shootings-data,” encompasses 8770 rows and 19 columns, covering the time span from January 2, 2015, to October 7, 2023. It’s important to note the presence of missing values in critical columns such as threat category, flee status, and location information. Despite these data gaps, this dataset offers a wealth of information regarding fatal police shootings, including details on threat levels, types of weapons involved, demographic information, and more.

Conversely, the “fatal-police-shootings-agencies” dataset comprises 3322 rows and six columns. Similar to the first dataset, it also contains missing data points, particularly in the “oricodes” column. This dataset is designed to provide insights into law enforcement agencies, including their names, identities, types, locations, and their involvement in shooting incidents with police officers.

To make the most of these datasets, it’s crucial to consider the context and formulate specific questions aligned with the analytical objectives. Doing so will allow for a more meaningful exploration of the law enforcement organizations, the intricate relationships between variables, and the incidents of fatal police shootings. These databases offer a valuable opportunity to investigate and gain deeper insights into these topics.