DSlabs Khan

library(tidyverse)

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library(dslabs)
data(stars)

stars_graph <- stars %>%
  select(star, magnitude, temp, type)

ggplot(stars_graph, aes(x = temp, y = magnitude, color = type)) +
  geom_point() +
  labs(title = "Star Temperature & Magnitude by Type",
    x = "Temperature",
    y = "Magnitude",
    color = "Star Type",
    caption = "Data source: dslabs stars dataset"
  ) +
  theme_dark()

#Thoughts-

I chose the stars data set as I was intriuged to interact with astrological data. To create the graph I first used the DYLPR commands to select the variables I needed, which in this case I needed all 4 columns. Then I created a scatter plot comparing star temperature and magnitude , having each color of data represents the type of star.I then added a legend to note the differences between stars and changed the theme to dark so the data contrasted better.