The program in this solution does not appear the same for RStudio or R program and my output appeared different. As for the Etc, I have Weather and Traffic included. I am looking at Days of the week as my independent variable to see the levels of CO2 How can I implement these into the application?

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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The program in this solution does not appear the same for RStudio or R program and my output appeared different.

As for the Etc, I have Weather and Traffic included. I am looking at Days of the week as my independent variable to see the levels of CO2

How can I implement these into the application?

Expert Solution
Step 1: Steps:

Procedure Involved in this :

  • Load the necessary libraries: dplyr, lubridate, stringr, and ggplot2.
  • Generate a data set with 30 rows containing Date, Temperature, CO2, O3, and DayOfWeek columns.
  • Convert the DayOfWeek column to a categorical variable.
  • Use ggplot2 to create a bar plot showing the average CO2 levels by day of the week.
  • Customize the plot labels and appearance.
  • Run the code in RStudio to analyze air quality in New York City in 2021.
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