This project applies data analysis and visualization skills to explore real-world issues and understand the different social and demographic characteristics between cities. It provides an opportunity to complete independent data analysis and visualization tasks upon non-spatial data collected from the U.S. Census. This report is a graphic analysis of two cities experiencing different population growths. Orlando, Florida is experiencing a population growth rate of 5% to 10% each year (Census Data). At the same time, San Fransisco is experiencing a declining population with a negative rate of approximant 6.3% each year since 2019 (Census Data).
Completed: Fall 2024
Flip through the image carousel below to see the visualizations made for this analysis.
Population Growth: This line graph depicts the population change over 12 years (2010-2022). It compares each city, side-by-side, showing the dramatic difference in population growth.
Education: This line graph depicts the population change over 12 years (2010-2022). It compares each city, side-by-side, showing the dramatic difference in population growth.
Race Composition: It can be pointed out that Orlando is much more diverse. This can be correlated with the cost of living, job opportunities, and more.
Employment Status: Gives insight into income and wealth disparities in these two cities.
This graphical analysis of the two cities, Orlando, Florida and San Francisco, California compares many variables to attempt to find a pattern for population decrease or increase. These four variables represent demographic changes in the cities. These visualizations were made using R-Studio.