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In R please help, below is a picture of table > Question 1: How many students, from `All Students (2016)` (i.e., from all the students

In R please help, below is a picture of table

> Question 1: How many students, from `All Students (2016)` (i.e., from all the students that took AP ex4m in 2016), got each score (from 1 to 5) across different ex4m subjects.

1. start with the object you created when you `read_csv()`

1. filter out Scores that are "All" and "Average" (keep scores that are from 1 to 5)

1. start a ggplot with the following in mind: score is your sequential variable, `All Students (2016)` is your numeric variable (with student counts), and `Ex4m Subject` is your categorical variable. 1

. use `geom_line` to draw a line plot 1. make any other adjustments to make your plot clearer (e.g., use `facet_wrap`, change scales, add a caption)

image text in transcribed

... $ `Exam Subject "ART HISTORY", "ART HISTORY... $ Score "5", "4", "3", "2", "1", "A... $ 'Students (11th Grade) 897.00, 1835.00, 2311.00, 2... Students (12th Grade) 1260.00, 2608.00, 3282.00, $ *Students (Male) 815.00, 1800.00, 2283.00, 2... $ 'Students (Female) 1889.00, 3787.00, 4657.00, $ Students (White) 1631.00, 3290.00, 3898.00, $ 'Students (Black) 34.00, 132.00, 287.00, 450.... $ Students (Hispanic/Latino) 321.00, 918.00, 1347.00, 19... $ 'Students (Asian) 514.00, 877.00, 992.00, 809... $ 'Students (American Indian/Alaska Native) "5", "13", "19", "15", "13"... $ `Students (Native Hawaiian/Pacific Islander)' "5", "8", "10", "21", "10", $ `Students (Two or More Races) 154.00, 273.00, 307.00, 280... $ All Students (2016) 2704.00, 5587.00, 6940.00, ... ... $ `Exam Subject "ART HISTORY", "ART HISTORY... $ Score "5", "4", "3", "2", "1", "A... $ 'Students (11th Grade) 897.00, 1835.00, 2311.00, 2... Students (12th Grade) 1260.00, 2608.00, 3282.00, $ *Students (Male) 815.00, 1800.00, 2283.00, 2... $ 'Students (Female) 1889.00, 3787.00, 4657.00, $ Students (White) 1631.00, 3290.00, 3898.00, $ 'Students (Black) 34.00, 132.00, 287.00, 450.... $ Students (Hispanic/Latino) 321.00, 918.00, 1347.00, 19... $ 'Students (Asian) 514.00, 877.00, 992.00, 809... $ 'Students (American Indian/Alaska Native) "5", "13", "19", "15", "13"... $ `Students (Native Hawaiian/Pacific Islander)' "5", "8", "10", "21", "10", $ `Students (Two or More Races) 154.00, 273.00, 307.00, 280... $ All Students (2016) 2704.00, 5587.00, 6940.00

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