---

Final Project Task 3

For this project task, you will execute some of the intial EDSA tasks

---

Read in Data

Read in the data you created in Project Task 2. You will lose points if you recreate the data

Descriptive Statistics

Create a Descriptive Statistics table with number of observations, number of No Data (NA) observations, minimum, maximum, mean, and standard deviation for your variable of interest. You should use the kable package to make the table. Provide a 2-4 sentence paragraph that includes an explanation of your data.

Plot

Create a histogram, boxplot, or density plot using ggplot and provide a 2-4 sentence paragraph that includes an explanation of your data (e.g., what data are being graphed) and an interpretation of what you see (anything interesting or surprising?).

Map a Variable

Create (or recreate) a choropleth map (or categorical or point map) using tmap. Provide a 4-6 sentence paragraph that explains the geographic variation, whether this matches your expectations, and a hypothesis of why the geographic variation occurs (hint: this could be your research question).

---

Deliverables

Lastname_GEOG215_Project_ESDA.Rmd Lastname_GEOG215_Project_ESDA.html