Assignment1-320-WorkingWithData
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BAS 320 - Assignment 1 - Working with R
Your name here
Response:
My favorite animal is the red panda!
getwd
() #This should output the path to your BAS folder; change with Session, Set Working Directory if not
## [1] "/Users/samples/Documents/BAS 320"
load
(
"BAS320datasets.RData"
)
Question 1: R as a calculator
Translate into R syntax the following mathematical expressions. Have the answers be “printed to the screen” (i.e., don’t left-arrow them to anything) when it is knitted. Note: you can mouse over the equations to see them, or you can head to the Canvas page to see what they look like. If you only see half an equation, click the double up arrows on the far right of
the equation to collapse it, then click again to expand it.
15
(
1
−
3
8
+
5
)
b.
2
2
/
3
+
3
4
/
5
5
2
−
4
6
/
7
c.
1
+
√
5
+
e
−
2
(
5
−
3
)
+
|
ln
(
15
)
−
log
10
(
54321
)
)
d.
When translating in R, write in R’s version of scientific notation
5.32
×
10
3
+
3.12
×
10
2
+
9.87
×
10
−
1
# 1.a; about 11.5
15
*
(
1
-
(
3
/
(
8
+
5
)))
## [1] 11.53846
# 1.b; about 0.18
((
2
^
(
2
/
3
)
+
3
^
(
4
/
5
))
/
(
5
^
2-4
^
(
6
/
7
)))
## [1] 0.183972
# 1.c; about 5.3
1
+
(
sqrt
(
5
))
+
exp
((
-
2
*
(
5-3
)))
+
(
abs
(
log
(
15
)
-
log10
(
54321
)))
## [1] 5.281301
# 1.d; about 5633
5.32
*
10
^
3
+3.12
*
10
^
2
+9.87
*
10
^
(
-
1
)
## [1] 5632.987
Question 2: Left-arrow
Step 1: Define a variable named timeonsite
to equal 56. Imagine this is the number of minutes that someone spends on a website on their first visit.
Step 2: Re-define timeonsite
to be 80% its current value, plus 0.9 (for example, it will go from equaling 56 to equaling 45.7). Imagine this is the number of minutes that someone spends on a website on their second visit.
Step 3: Step 2 is repeated a total of 8 times (giving the time spend on the 3rd, 4th, 5th, 6th, 7th, 8th, and 9th visit).
Write R code that updates the value of timeonsite
through the 9th visit. Print to the screen the value of timeonsite
after it’s had its value updated 8 times. Sanity check: about
13.1.
timeonsite
<-
56
timeonsite
<-
timeonsite
*
.
8
+.9
timeonsite
## [1] 45.7
Question 3: vector creation
a.
Create a numeric vector named Q3a
that contains the elements 10, 5, 3, 2, 8, 7. Print to the screen the average of the elements of this vector, rounded to 2 decimal places (you’ll need to use the mean
and round
functions here).
Q3a
<-
c
(
10
,
5
,
3
,
2
,
8
,
7
)
round
(
mean
(Q3a),
2
)
## [1] 5.83
b.
Create a categorical vector named Q3b
that contains the elements cup, spoon, cup, cup, spoon, knife. Provide a frequency table of the elements in Q3b
(you’ll need the factor
and table
commands here).
Q3b
<-
factor
(
c
(
'cup'
,
'spoon'
,
'cup'
,
'cup'
,
'spoon'
,
'knife'
))
table
(Q3b)
## Q3b
## cup knife spoon ## 3 1 2
c.
Create a numeric vector named Q3c
whose elements are a regularly spaced sequence that starts at 5.4, ends at 8.2, and increments by 0.1 (you’ll need the seq
command here). Print the contents of Q3c
to the screen.
Q3c
<-
c
(
seq
(
from=
5.4
, to=
8.2
, by=
.
1
))
Q3c
## [1] 5.4 5.5 5.6 5.7 5.8 5.9 6.0 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 6.9 7.0 7.1 7.2
## [20] 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0 8.1 8.2
d.
Create a text vector named Q3d
that consists of the five words coffee, tea, tea, tea, and crackers, repeated a total of five times. You’ll need to use the rep
command, and
your vector should contain a total of 25 elements. Print to the screen the contents of Q3d
and show the result of running table(Q3d)
to give a frequency table of its elements.
Q3d
<-
rep
(
c
(
"coffee"
,
"tea"
,
"tea"
,
"tea"
,
"crackers"
),
5
)
Q3d
## [1] "coffee" "tea" "tea" "tea" "crackers" "coffee" ## [7] "tea" "tea" "tea" "crackers" "coffee" "tea" ## [13] "tea" "tea" "crackers" "coffee" "tea" "tea" ## [19] "tea" "crackers" "coffee" "tea" "tea" "tea" ## [25] "crackers"
table
(Q3d)
## Q3d
## coffee crackers tea ## 5 5 15
e.
Create a vector named up
that contains the integer sequence from 12 to 65. Create a vector named down
that contains the integer sequence from 104 to 51. What’s the median of the vector produced when you triple the elements of up
and all them to the elements of down
?
up
<-
c
(
seq
(
from=
12
,
to=
65
))
down
<-
c
(
seq
(
from=
104
,
to=
51
))
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down
<-
down
+
(up
*
3
)
median
(down)
## [1] 193
Question 4: Vectors (Charity data)
Load in the CHARITY
dataframe that is contained in the regclass
library (you’ll need the library
and data
commands). This data contains information on 15283 donors to a charity. Let’s look at the ResponseProportion
column, which gives the fraction of solicitations made by the charity that resulted in that person giving a donation. Save the ResponseProportion
column into a vector named rp
, and use this vector in the follow parts. For most parts, you’ll need to use the which
function.
library
(regclass)
## Loading required package: bestglm
## Loading required package: leaps
## Loading required package: VGAM
## Loading required package: stats4
## Loading required package: splines
## Loading required package: rpart
## Loading required package: randomForest
## randomForest 4.7-1.1
## Type rfNews() to see new features/changes/bug fixes.
## Important regclass change from 1.3:
## All functions that had a . in the name now have an _
## all.correlations -> all_correlations, cor.demo -> cor_demo, etc.
data
(
"CHARITY"
)
rp
<-
CHARITY
$
ResponseProportion
a.
What are the values in the 2874th and 3333rd positions of rp
?
rp[
c
(
2874
,
3333
)]
## [1] 0.182 0.368
b.
In what positions of rp
will you find the number 0.875 (there are three positions)?
which
(rp
==
.
875
)
## [1] 1096 14971 14984
c.
What are the unique values of rp
that are less than 0.11? You’ll need to use the unique
function (not discussed before; you can read about it by running ?unique
in
the Console, but it’s pretty self-explanatory).
?unique
which
(rp
==
unique
(rp) &
rp
<
.
11
)
## Warning in rp == unique(rp): longer object length is not a multiple
of shorter
## object length
## [1] 4 579 1293 2284 2358 2707 3424 4450 6423 6803 7449 8717
## [13] 9287 11910 12435 13798 13962 15057
unique_rp
<-
unique
(rp)
which
(unique_rp
<
.
11
)
## [1] 4 9 21 26 31 39 53 54 60 77 78 79 82 85 86
unique_rp[
which
(unique_rp
<
.
11
)]
## [1] 0.100 0.095 0.077 0.063 0.059 0.105 0.056 0.091 0.067 0.050 0.048 0.083
## [13] 0.053 0.045 0.071
d.
What is the average value of all elements of rp
that are greater than 0? You’ll need to use the mean
function.
mean
(rp[
which
(rp
>
0
)])
## [1] 0.2116369
e.
How many values of rp
and between 0.595 and 0.775? You’ll need to use the length
function.
?length
length
(rp[
which
(rp
>
.
595
&
rp
<
.
775
)])
## [1] 123
f.
Some of the elements of rp
are equal to 0.012, 0.233, 0.557, 0.583, 0.636, 0.751. By using the %in%
shortcut, print to the screen all elements in rp
that are equal to one of these values. Note: some of these numbers don’t appear at all in rp
!
rp[
which
(rp
%in%
c
(.
012
,.
233
,.
557
,.
583
,.
636
,.
751
))]
## [1] 0.583 0.636 0.583 0.636
g.
Determine the number of elements that can be written as a number with at most a single digit after the decimal point, i.e., that are equal to 0, 0.1, 0.2, 0.3, …, 0.9, 1.
length
(rp[
which
(rp
%in%
seq
(
from=
0
,
to=
1
,
by=
.
1
))])
## [1] 2217
h.
Report the average value of rp
using everything but
the values in positions 10001 through 15000. Your answer will be close to 0.213.
mean
(rp[
-
seq
(
from=
10001
, to=
15000
,
by=
1
)])
## [1] 0.2130305
Question 5: Data Frames (Spotify data)
After loading in the .RData file for this assignment (
BAS320datasets.RData
; see chunk code near the top), you’ll see a dataframe called HIT
in the global environment. This dataset contains information on 41106 songs that you can stream on Spotify (see track
and artist
) along with song characteristics such as danceability
, energy
, valence
(see https://rpubs.com/PeterDola/SpotifyTracks
for detailed definitions of these quantities).
a.
The class
function reveals the type of objects (numeric vector, factor, data.frame, function, etc.) in the global environment. What type of objects are HIT
, HIT$track
, HIT$energy
, and HIT$mode
? The output of running class
will suffice.
?class
class
(HIT)
## [1] "data.frame"
class
(HIT
$
track)
## [1] "character"
class
(HIT
$
energy)
## [1] "numeric"
class
(HIT
$
mode)
## [1] "factor"
b.
What is total length of time (in milliseconds) of all songs in this data (i.e., the sum of all values that are in the column duration_ms
)?
sum
(HIT
$
duration_ms)
## [1] 9654876589
c.
What percentage
(a number between 0-1) of songs have values of energy
that are greater than 0.1? Try using length
and which
to count up the number of entries in the energy
column that are greater than 0.1 then dividing by then number of rows in HIT
.
length
(
which
(HIT
$
energy
>
.
1
))
## [1] 39442
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length
(
which
(HIT
$
energy
>
.
1
))
/
nrow
(HIT)
## [1] 0.9595193
d.
Print to the screen the song names in rows 550, 5551, 10395, and 24244. Remember the phrase “print to the screen” just means ensuring the command does not have a left-arrow so that the results get output to the Console and are “knitted” into the document.
HIT
$
track[
c
(
550
,
5551
,
10395
,
24244
)]
## [1] "I Don't Want To Cry" "Paris au mois d'août" ## [3] "This Old Heart Of Mine" "Music Sounds Better With You"
e.
Print to the screen the last 10 entries of the target
column, which say “Yes” or “No”
whether the song was considered a hit.
tail
(HIT
$
target,
10
)
## [1] Yes Yes Yes Yes Yes No Yes Yes No No ## Levels: No Yes
f.
Using the levels
function, rename the possible values (levels) of the target
column to be Hit
and Flop
instead of Yes
and No
. Then, use tail
to show the values of target
in the last 10 rows of the data.
?levels
levels
(HIT
$
target)
<-
c
(
"Hit"
,
"Flop"
)
tail
(HIT
$
target,
10
)
## [1] Flop Flop Flop Flop Flop Hit Flop Flop Hit Hit ## Levels: Hit Flop
g.
Which row (1-41106) contains the most danceable song (
danceability
column), at least according to Spotify’s data? What song is it and by what artist? Hopefully you’ve heard this song (though I’m not so sure it’s really that
danceable). Hint: you can use the which
command to find the row number that has the max value of danceability
, then find the track
and artist
in that position.
HIT
$
danceability[
which.max
(HIT
$
danceability)]
## [1] 0.988
which.max
(HIT
$
danceability)
## [1] 23079
HIT
$
track[
23079
]
## [1] "Funky Cold Medina"
HIT
$
artist[
23079
]
## [1] "Tone-Loc"
h.
What value is in the “cell” located in the 17th column and 9244th row of HIT
?
HIT[
9244
,
17
]
## [1] 51.58365
i.
Print out the entirety of the 37714th row to the screen.
HIT[
37714
,]
## track artist
## 37714 Dark Horse Katy Perry Featuring Juicy J
## uri danceability energy key loudness
## 37714 spotify:track:5jrdCoLpJSvHHorevXBATy 0.645 0.585 6 -6.122
## mode speechiness acousticness instrumentalness liveness valence tempo
## 37714 Major 0.0513 0.00314 0 0.165 0.353 131.931
## duration_ms time_signature chorus_hit sections target
## 37714 215672 4 43.94078 10 Flop
j.
Change the name of the column named target
to Hit
. Provide a frequency table of the elements in the Hit
column.
names
( HIT)[
19
]
<-
"Hit"
frequency
(HIT
$
Hit)
## [1] 1
table
(HIT
$
Hit)
## ## Hit Flop ## 20553 20553
Question 6: Data Frames (online retailer)
Online retailers do analytics on their customer base to learn what customers are most likely to buy what products. They also use analytics to study why customers return products: did it not meet expectations, did it get damaged during shipping?
The data in Assignment1-OnlineSales.csv
can be used to examine return rates of various products sold by an online retailer. Each row summarizes the weekly performance of an item sold by the retailer.
•
Product - the category of the item (anonymized, but could be t-shirt, watches, rings, TVs, games, etc.)
•
Variety - the number of different styles/models offered for that item
•
Showings - the number of times that item was featured in a banner ad on their site that week
•
UnitCost - the average amount of money it costs the retailer to acquire the item
•
Markup - the factor by which the retailer marks up the UnitCost when selling
•
GrossQuantity - the total number of units sold for that week
•
NetQuantity - the total number of units sold for the week after taking returns into consideration
•
Review - the average review score of the item that week (1-10)
•
Text - encrypted item description text
a.
Use read.csv
to get the data into R, left-arrowing the result so that the data frame is named RETAILER
. Set up the command so that it reads in text as a categorical variable, then convert the Text
column to pure text by running an as.character()
command. Print to the screen the result of running summary
on the dataframe.
RETAILER <- read.csv
(
"https://docs.google.com/spreadsheets/d/1tPaaeqn_8dJYrQ1mQwcn
vfN1IIMBttXtXzJ0k6zUxp4/export?format=csv"
,
stringsAsFactors=
TRUE
)
RETAILER
$
Text <-
as.character
(RETAILER
$
Text)
summary
(RETAILER)
## Product Variety Showings UnitCost ## Category10:7593 Min. : 1.00 Min. : 0.00 Min. : 0.00 ## Category9 :7064 1st Qu.: 1.00 1st Qu.: 0.00 1st Qu.: 10.70 ## Category6 :5262 Median : 3.00 Median : 0.00 Median : 19.99 ## Category8 :4976 Mean : 10.31 Mean : 11.68 Mean : 39.24 ## Category2 :3775 3rd Qu.: 7.00 3rd Qu.: 8.00 3rd Qu.: 39.48 ## Category3 :3381 Max. :763.00 Max. :1510.00 Max. :2200.00 ## (Other) :7447 ## Markup NetQuantity GrossQuantity Review ## Min. :-19.0000 Min. : -240.0 Min. : 0.0 Min. : 1.000 ## 1st Qu.: 0.5000 1st Qu.: 2.0 1st Qu.: 3.0 1st Qu.: 7.200 ## Median : 0.6100 Median : 9.0 Median : 11.0 Median : 8.500 ## Mean : 0.5385 Mean : 111.3 Mean : 137.4 Mean : 8.097 ## 3rd Qu.: 0.6600 3rd Qu.: 53.0 3rd Qu.: 66.0 3rd Qu.: 9.600 ## Max. : 1.0000 Max. :12112.0 Max. :14859.0 Max. :10.000
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## ## Text ## Length:39498 ## Class :character ## Mode :character ## ## ## ## b.
Create a column named ReturnRate
that reports the fraction (0-1) of items returned that week. Hint: a formula for the return rate is:
R et ur n R at e
=
Gr os sQuant it y− N et Quant it y
G r os sQ uant it y
Print to the screen the result of running summary
on the ReturnRate
column. Sanity check: you’ll find the Mean equals 0.17671 and that there are 151 NAs in the summary.
RETAILER
$
ReturnRate
<-
(RETAILER
$
GrossQuantity
-
RETAILER
$
NetQuantity)
/
RETAILER
$
GrossQuantity
summary
(RETAILER
$
ReturnRate)
## Min. 1st Qu. Median Mean 3rd Qu. Max. NA's ## 0.0000 0.0000 0.1507 0.1771 0.2500 3.0000 151
c.
Record-keeping at the retailer isn’t perfect, so there are some issues in the values for the return rate (greater than 1 or missing entirely). Print to the screen the result of running subset
where rows whose return rates that are greater than 1 are selected and where only the Product, NetQuantity, GrossQuantity, and ReturnRate are shown. Sanity check: only 23 rows with 4 columns (5 including the row number)
should be printed to the screen. The first row number will be 452 and the last row number will be 29904.
subset
(RETAILER,ReturnRate
>
1
,
select = c
(
"Product"
,
"NetQuantity"
,
"GrossQuantity"
,
"ReturnRate"
))
## Product NetQuantity GrossQuantity ReturnRate
## 452 Category9 -1 40 1.025000
## 646 Category9 -2 27 1.074074
## 845 Category9 -3 59 1.050847
## 1159 Category9 -4 48 1.083333
## 1750 Category9 -9 225 1.040000
## 3876 Category9 -7 107 1.065421
## 5028 Category9 -3 59 1.050847
## 5990 Category6 -1 1 2.000000
## 6190 Category6 -1 1 2.000000
## 7275 Category9 -3 52 1.057692
## 16029 Category9 -10 8 2.250000
## 16290 Category9 -9 9 2.000000
## 16681 Category9 -2 3 1.666667
## 17129 Category9 -1 2 1.500000
## 20160 Category1 -2 2 2.000000
## 20440 Category2 -2 1 3.000000
## 21714 Category2 -2 1 3.000000
## 22312 Category6 -3 10 1.300000
## 23563 Category6 -240 244 1.983607
## 23851 Category6 -12 21 1.571429
## 24291 Category6 -49 107 1.457944
## 28107 Category9 -1 1 2.000000
## 29904 Category9 -1 1 2.000000
d.
Let’s “fix” the issues with return rate by throwing away any rows with problematic return rates and restrict our analysis to items in product categories 2, 6, and 9 that have sold “well” for a week.
Create a subset named SUB
that contains information only on these three product categories( Category2, Category6, Category9), that have valid return rates (at most 1), and that have gross quantities sold at least 500. Once the subset has been created, remove the Text
column.
Print to the screen the number of rows and columns in the subset (you should find 735 and 9, respectively). Hint: use the %in%
shortcut when referencing the levels of Product
that you want to keep.
SUB
<-
subset
(RETAILER,Product
==
'Category2'
|
Product
==
'Category6'
|
Product
==
'Category9'
&
ReturnRate
==!
is.na
(ReturnRate) &
which
(GrossQuantity
>=
500
))
## Warning in Product == "Category9" & ReturnRate == !
is.na(ReturnRate) &
## which(GrossQuantity >= : longer object length is not a multiple of shorter
## object length
SUB
$
Text
<-
NULL
SUB
$
Product
## [1] Category6 Category6 Category6 Category6 Category6 Category6 Category6
## [8] Category2 Category6 Category9 Category6 Category2 Category2 Category6
## [15] Category6 Category6 Category6 Category2 Category2 Category6 Category6
## [22] Category6 Category6 Category6 Category6 Category6 Category6 Category6
## [29] Category2 Category6 Category6 Category2 Category6 Category6 Category6
## [36] Category6 Category2 Category6 Category6 Category6 Category6 Category2
## [43] Category2 Category2 Category6 Category6 Category2 Category6 Category6
## [50] Category6 Category6 Category9 Category6 Category2 Category6 Category6
## [57] Category6 Category6 Category6 Category2 Category6 Category6 Category6
## [64] Category6 Category6 Category6 Category9 Category2 Category6 Category6
## [71] Category2 Category6 Category6 Category2 Category6 Category6 Category2
## [78] Category6 Category6 Category6 Category6 Category6 Category6 Category6
## [85] Category6 Category2 Category6 Category6 Category6 Category2 Category2
## [92] Category2 Category2 Category6 Category6 Category6 Category6 Category6
## [99] Category2 Category2 Category6 Category2 Category6 Category6 Category6
## [106] Category6 Category6 Category6 Category6 Category6 Category6 Category6
## [113] Category6 Category6 Category6 Category6 Category6 Category6 Category6
## [120] Category6 Category6 Category6 Category2 Category2 Category6 Category6
## [127] Category6 Category6 Category6 Category2 Category6 Category2 Category2
## [134] Category6 Category2 Category6 Category6 Category6 Category2 Category6
## [141] Category6 Category6 Category6 Category2 Category6 Category2 Category6
## [148] Category6 Category6 Category6 Category6 Category6 Category6 Category2
## [155] Category6 Category2 Category9 Category6 Category6 Category6 Category6
## [162] Category6 Category6 Category6 Category6 Category2 Category2 Category2
## [169] Category6 Category2 Category6 Category6 Category6 Category6 Category6
## [176] Category6 Category2 Category6 Category6 Category2 Category6 Category6
## [183] Category6 Category6 Category2 Category6 Category6 Category6 Category6
## [190] Category6 Category2 Category6 Category6 Category9 Category6 Category6
## [197] Category2 Category6 Category2 Category6 Category2 Category6 Category6
## [204] Category6 Category6 Category6 Category6 Category6 Category6 Category6
## [211] Category2 Category6 Category2 Category6 Category6 Category6 Category2
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## [218] Category6 Category6 Category6 Category6 Category6 Category6 Category2
## [225] Category6 Category6 Category2 Category6 Category6 Category2 Category6
## [232] Category2 Category6 Category6 Category6 Category6 Category6 Category6
## [239] Category6 Category2 Category6 Category6 Category6 Category6 Category2
## [246] Category6 Category6 Category6 Category6 Category2 Category6 Category6
## [253] Category6 Category6 Category6 Category6 Category6 Category6 Category6
## [260] Category6 Category6 Category6 Category6 Category6 Category6 Category2
## [267] Category2 Category6 Category2 Category6 Category6 Category6 Category2
## [274] Category6 Category6 Category6 Category6 Category6 Category6 Category6
## [281] Category9 Category2 Category6 Category6 Category6 Category2 Category6
## [288] Category6 Category6 Category6 Category6 Category6 Category6 Category2
## [295] Category2 Category6 Category6 Category6 Category6 Category2 Category6
## [302] Category2 Category6 Category2 Category6 Category6 Category2 Category6
## [309] Category6 Category6 Category2 Category6 Category6 Category6 Category6
## [316] Category6 Category6 Category2 Category6 Category6 Category6 Category2
## [323] Category6 Category2 Category6 Category6 Category6 Category6 Category2
## [330] Category2 Category6 Category2 Category2 Category6 Category6 Category6
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## [8268] Category6 Category2 Category2 Category2 Category6 Category2 Category6
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## [8436] Category6 Category2 Category2 Category2 Category2 Category6 Category6
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## [8443] Category6 Category2 Category2 Category6 Category2 Category2 Category2
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## [8618] Category6 Category2 Category2 Category2 Category6 Category6 Category2
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## [8786] Category2 Category2 Category2 Category2 Category9 Category6 Category2
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## [8793] Category6 Category2 Category2 Category6 Category2 Category6 Category2
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## [8968] Category6 Category6 Category2 Category2 Category9 Category2 Category6
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## [9143] Category6 Category6 Category2 Category2 Category2 Category6 Category2
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## 10 Levels: Category1 Category10 Category2 Category3 Category4 ... Category9
e.
Create a dataframe named SORTSUB
which is the result of sorting the rows in SUB
by
their return rate (from highest to lowest). Print to the screen the first 10 rows of SORTSUB
using the head
command (the highest return rate will be 0.3831776).
f.
Let’s explore some of the data in SUB
. In the R chunk below:
•
Create a histogram of the values in ReturnRate
. Have the bars start at 0, go to 0.4, up in increments of 0.01. Hint: use the breaks=
argument and use seq
wisely.
•
Create two histogram of the values in Variety: one with the values as recorded and one with the log10 of the values. You’ll notice that the original distribution is very skewed while the distribution of the logged values is more symmetric).
•
Create a bar plot of the values in Product
. While R will produce bars for all products in the original data, the only ones with any height will be the ones for the three categories in the subset.
•
Make a boxplot of the review scores
•
Bonus: Create a scatterplot showing the relationship between ReturnRate and Review and add a trend line. You will need to Google / ChatGPT this one as it has not
been covered yet. Looking up how to do stuff is a good skill to acquire!
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