This is test dashboard with Rmarkdown
# Load necessary libraries
library(ggplot2)
library(dplyr)
library(tidyr)
# Read the dataset from a CSV file
# Replace 'path_to_your_file.csv' with the actual path to your file
student_scores <- read.csv("/Users/User/Downloads/box_plot_dataset.csv")
# Convert dataset to long format for ggplot
student_scores_long <- student_scores %>%
pivot_longer(cols = Math:History, names_to = "Subject", values_to = "Score")
# Create the box plot
ggplot(student_scores_long, aes(x = Subject, y = Score, fill = Subject)) +
geom_boxplot() +
labs(
title = "Boxplot of Student Scores by Subject",
x = "Subject",
y = "Scores"
) +
theme_minimal() +
theme(legend.position = "none")