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# Assignment
# StudentGrades dataset contains data about student exam scores
# in a school district. Upload it to your Rstudio and
# read the data set into memory using the following code:
d = read.csv("StudentGrades.csv")
View(d)
# Questions
# Use dplyr and ggplot2 packages to answer the following
# questions.
library(dplyr)
library(ggplot2)
# 1) Create a histogram of math scores for females in ethnicity Group A.
# 2) Create a boxplot of a weighted score which is calculated
# as wScore = 0.30*reading score + 0.30*writing score + 0.40*math score
# for male students whose parents are master degree educated.
# In the x-axis, we want to see test prep course variable. Also, put
# y-axis label as "Weighted Score".
# 3) We are wondering if reading and writing skills go hand in hand.
# To investigate this visually, create a scatter plot, with reading
# scores in the x-axis and writing in the y axis. Use color blue for
# dots in the chart and transparency level is 0.3. Then, put one
# vertical line going through the mean of reading score, and
# one horizontal going through the mean of writing score, both in
# black color.
# 4) We are wondering about mean math scores for each parent education
# level. Calculate these mean values (meanMath) using group_by() and
# summarize() functions first, then pipe the resulting data to ggplot
# to create a bar chart using parent education in the x-axis,
# and meanMath in the y axis.
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