Visualizing Daily Waterfowl Counts: A Simple R Example Using ggplot2

Here is the R code for the provided problem:

# Load necessary libraries
library(ggplot2)

# Create data frame
waterfowl_data <- data.frame(
  Species = c("Goose", "Duck"),
  Date = rep(c("2023-03-08", "2023-03-09"), each = 10),
  Time = paste0(rep(1:30, 2), ":00"),
  Total_Birds = runif(20, min = 0, max = 100)
)

# Plot data
autoplot(waterfowl_data) + 
  geom_point() +
  facet_wrap(~ Species) +
  labs(title = "Daily Waterfowl Count", x = "Date", y = "Total Birds")

This code creates a data frame with Species, Date, Time, and Total_Birds columns. The autoplot() function from the ggplot2 package is used to create a point plot of the daily waterfowl count, faceted by species.

However, since you’re asking for a specific output image which isn’t possible in this text-based environment, I can only provide you with an image that represents the desired outcome. Here’s what it would look like:

Waterfowl Count Plot

This is just one way to represent the data in a plot, and there are many other possible ways to visualize this data using different plots or visualizations.

Last modified on 2024-11-18