SHS

LAW

CTEAS

Missouri, located in the Midwestern United States, showcases a geographically and socioeconomically varied landscape. The state’s educational and income levels reflect its mix of urban and rural areas, with distinct differences between metropolitan regions like St. Louis and Kansas City and the more rural and agricultural parts of the state. This report will use U.S. Census Bureau data to compare graduate-level education levels and median income levels for 2020. Because the U.S. Census data is comprehensive and contains millions of data tables, we will utilize the tidycensus R package for ease of data use. Additionally, we will showcase two types of data analysis: Non-spatial and Spatial data analysis.

Sai Lasya Navoor Week 9 Data Dive

SBA

In the closing laps of the 2024 Australian Grand Prix, the lone remaining Mercedes of George Russell was in a showdown with Aston Martin’s Fernando Alonso. On the penultimate lap, Russell crashed out at turn 6-7, coming to a stop at an awkward angle skew across the track. Following the race, both drivers were called to the Stewards, who discussed the incident with both drivers and reviewed data and video. They handed Alonso a 20 second penalty for causing the crash, despite there not having been any contact between the two drivers. A large portion of the decision rested on the telemetry from the drivers’ cars. While the Stewards, FIA and Teams have much more detailed data than we do, we can repeat their analysis using R, f1dataR and the Python FastF1 package.

CHS

Using both the topmodels and the gratia packages - an example for 432 in Spring 2024