+
+
+
+
+
+
+Assignment 2
+Paolo Rivas
+October 5, 2020
+ +#Part I
+
+
+Data Wrangling
+In the hackathon a project was proposed to collect data from student video watching, a sample of this data is available in the file video-data.csv.
+stid = student id year = year student watched video participation = whether or not the student opened the video watch.time = how long the student watched the video for confusion.points = how many times a student rewatched a section of a video key,points = how many times a student skipped or increased the speed of a video
+#Install the 'tidyverse' package or if that does not work, install the 'dplyr' and 'tidyr' packages.
+
+#install.packages('tidyverse')
+#install.packages("dplyr")
+
+#Load the package(s) you just installed
+
+library(tidyverse)## ── Attaching packages ────────────────────────────────────────────────────────────────────────────────── tidyverse 1.3.0 ──## ✔ ggplot2 3.3.2 ✔ purrr 0.3.4
+## ✔ tibble 2.1.3 ✔ dplyr 1.0.2
+## ✔ tidyr 1.1.2 ✔ stringr 1.4.0
+## ✔ readr 1.3.1 ✔ forcats 0.5.0## ── Conflicts ───────────────────────────────────────────────────────────────────────────────────── tidyverse_conflicts() ──
+## ✖ dplyr::filter() masks stats::filter()
+## ✖ dplyr::lag() masks stats::lag()#library(tidyr)
+library(dplyr)
+
+D1 <- read.csv("video-data.csv", header = TRUE)
+
+#Create a data frame that only contains the years 2018
+D2 <- filter(D1, year == 2018)
+
+Histograms
+#Generate a histogram of the watch time for the year 2018
+
+hist(D2$watch.time)
#Change the number of breaks to 100, do you get the same impression?
+
+hist(D2$watch.time, breaks = 100)
#Cut the y-axis off at 10
+
+hist(D2$watch.time, breaks = 100, ylim = c(0,10))
#Restore the y-axis and change the breaks so that they are 0-5, 5-20, 20-25, 25-35
+
+hist(D2$watch.time, breaks = c(0,5,20,25,35))
+
+Plots
+#Plot the number of confusion points against the watch time
+
+plot(D1$confusion.points, D1$watch.time)
#Create two variables x & y
+x <- c(1,3,2,7,6,4,4)
+y <- c(2,4,2,3,2,4,3)
+
+#Create a table from x & y
+table1 <- table(x,y)
+
+#Display the table as a Barplot
+barplot(table1)
#Create a data frame of the average total key points for each year and plot the two against each other as a lines
+
+D3 <- D1 %>% group_by(year) %>% summarise(mean_key = mean(key.points))## `summarise()` ungrouping output (override with `.groups` argument)plot(D3$year, D3$mean_key, type = "l", lty = "dashed")
#Create a boxplot of total enrollment for three students
+D4 <- filter(D1, stid == 4|stid == 20| stid == 22)
+#The drop levels command will remove all the schools from the variable with no data
+D4 <- droplevels(D4)
+boxplot(D4$watch.time~D4$stid, xlab = "Student", ylab = "Watch Time")
## Pairs
#Use matrix notation to select columns 2, 5, 6, and 7
+D5 <- D1[,c(2,5,6,7)]
+#Draw a matrix of plots for every combination of variables
+pairs(D5)
## Part II
-
+
- Create a simulated data set containing 100 students, each with a score from 1-100 representing performance in an educational game. The scores should tend to cluster around 75. Also, each student should be given a classification that reflects one of four interest groups: sport, music, nature, literature. +
#rnorm(100, 75, 15) creates a random sample with a mean of 75 and standard deviation of 20
+#filter() can be used to set a maximum and minimum value
+#round() rounds numbers to whole number values
+#sample() draws a random samples from the groups vector according to a uniform distribution
+
+#Disclaimer: I might have made it a little bit more complicated by using cut and data.frame but that was the only way Icould manage to filter everything
+
+s <- rnorm(100, 75, 15) #creating random sample with a mean fof 75 and a 15 standar div.
+p <- seq(0.01,1,0.01) #creating sequence of probabilistics
+s1 <- sample(s, 1000, prob = p, replace = TRUE) #creating a sample of 1000 students, more than neccesary
+s2 <- round(s1) #rounding numbers
+s3 <-cut(s2, c(0,25,50,75,100), label=c("sport", "music", "nature", "literature"))
+df1 <- data.frame("scores" = s2, "classification" = s3) #creating a new dataframe for our numbers
+df2 <- df1 %>% filter(scores <= 100) #filtering my new df1 with only those with less than 100 of score
+df3 <- df2 %>% slice(1:100) #slicing only the first 100 cases
+df3 #Final DataFrame## scores classification
+## 1 91 literature
+## 2 81 literature
+## 3 60 nature
+## 4 71 nature
+## 5 84 literature
+## 6 78 literature
+## 7 80 literature
+## 8 52 nature
+## 9 71 nature
+## 10 71 nature
+## 11 53 nature
+## 12 56 nature
+## 13 76 literature
+## 14 52 nature
+## 15 73 nature
+## 16 80 literature
+## 17 81 literature
+## 18 56 nature
+## 19 41 music
+## 20 86 literature
+## 21 48 music
+## 22 78 literature
+## 23 81 literature
+## 24 90 literature
+## 25 62 nature
+## 26 63 nature
+## 27 71 nature
+## 28 56 nature
+## 29 56 nature
+## 30 66 nature
+## 31 62 nature
+## 32 94 literature
+## 33 91 literature
+## 34 92 literature
+## 35 93 literature
+## 36 60 nature
+## 37 63 nature
+## 38 61 nature
+## 39 66 nature
+## 40 73 nature
+## 41 77 literature
+## 42 72 nature
+## 43 58 nature
+## 44 60 nature
+## 45 71 nature
+## 46 89 literature
+## 47 60 nature
+## 48 76 literature
+## 49 89 literature
+## 50 80 literature
+## 51 82 literature
+## 52 96 literature
+## 53 56 nature
+## 54 67 nature
+## 55 92 literature
+## 56 91 literature
+## 57 89 literature
+## 58 52 nature
+## 59 93 literature
+## 60 90 literature
+## 61 80 literature
+## 62 77 literature
+## 63 41 music
+## 64 82 literature
+## 65 77 literature
+## 66 91 literature
+## 67 80 literature
+## 68 84 literature
+## 69 90 literature
+## 70 82 literature
+## 71 74 nature
+## 72 75 nature
+## 73 84 literature
+## 74 55 nature
+## 75 92 literature
+## 76 90 literature
+## 77 77 literature
+## 78 56 nature
+## 79 71 nature
+## 80 82 literature
+## 81 80 literature
+## 82 86 literature
+## 83 77 literature
+## 84 93 literature
+## 85 72 nature
+## 86 92 literature
+## 87 71 nature
+## 88 91 literature
+## 89 80 literature
+## 90 48 music
+## 91 78 literature
+## 92 78 literature
+## 93 46 music
+## 94 69 nature
+## 95 74 nature
+## 96 72 nature
+## 97 74 nature
+## 98 76 literature
+## 99 50 music
+## 100 89 literature-
+
- Using base R commands, draw a histogram of the scores. Change the breaks in your histogram until you think they best represent your data. +
hist(df3$scores, breaks = 100,
+ xlab = "individual records",
+ xlim = c(30,100),
+ main = "Class Scores",
+ ylim = c(0,10))
-
+
- Create a new variable that groups the scores according to the breaks in your histogram. +
#cut() divides the range of scores into intervals and codes the values in scores according to which interval they fall. We use a vector called `letters` as the labels, `letters` is a vector made up of the letters of the alphabet.
+
+#im going to arbitrarely cut my data into 3 pieces using quantiles just by looking at how they have naturally clustered.
+#im cutting using quantiles for a better distribution
+
+letters <- cut(df3$scores, quantile(df3$scores, c(0, 1/3, 2/3, 1)), labels = c("a", "b", "c"))
+letters## [1] c b a a c b b a a a a a b a
+## [15] b b b a <NA> c a b b c a a a a
+## [29] a a a c c c c a a a a b b b
+## [43] a a a c a b c b c c a a c c
+## [57] c a c c b b <NA> c b c b c c c
+## [71] b b c a c c b a a c b c b c
+## [85] b c a c b a b b a a b b b b
+## [99] a c
+## Levels: a b cdf3$letters <- letters
+df3## scores classification letters
+## 1 91 literature c
+## 2 81 literature b
+## 3 60 nature a
+## 4 71 nature a
+## 5 84 literature c
+## 6 78 literature b
+## 7 80 literature b
+## 8 52 nature a
+## 9 71 nature a
+## 10 71 nature a
+## 11 53 nature a
+## 12 56 nature a
+## 13 76 literature b
+## 14 52 nature a
+## 15 73 nature b
+## 16 80 literature b
+## 17 81 literature b
+## 18 56 nature a
+## 19 41 music <NA>
+## 20 86 literature c
+## 21 48 music a
+## 22 78 literature b
+## 23 81 literature b
+## 24 90 literature c
+## 25 62 nature a
+## 26 63 nature a
+## 27 71 nature a
+## 28 56 nature a
+## 29 56 nature a
+## 30 66 nature a
+## 31 62 nature a
+## 32 94 literature c
+## 33 91 literature c
+## 34 92 literature c
+## 35 93 literature c
+## 36 60 nature a
+## 37 63 nature a
+## 38 61 nature a
+## 39 66 nature a
+## 40 73 nature b
+## 41 77 literature b
+## 42 72 nature b
+## 43 58 nature a
+## 44 60 nature a
+## 45 71 nature a
+## 46 89 literature c
+## 47 60 nature a
+## 48 76 literature b
+## 49 89 literature c
+## 50 80 literature b
+## 51 82 literature c
+## 52 96 literature c
+## 53 56 nature a
+## 54 67 nature a
+## 55 92 literature c
+## 56 91 literature c
+## 57 89 literature c
+## 58 52 nature a
+## 59 93 literature c
+## 60 90 literature c
+## 61 80 literature b
+## 62 77 literature b
+## 63 41 music <NA>
+## 64 82 literature c
+## 65 77 literature b
+## 66 91 literature c
+## 67 80 literature b
+## 68 84 literature c
+## 69 90 literature c
+## 70 82 literature c
+## 71 74 nature b
+## 72 75 nature b
+## 73 84 literature c
+## 74 55 nature a
+## 75 92 literature c
+## 76 90 literature c
+## 77 77 literature b
+## 78 56 nature a
+## 79 71 nature a
+## 80 82 literature c
+## 81 80 literature b
+## 82 86 literature c
+## 83 77 literature b
+## 84 93 literature c
+## 85 72 nature b
+## 86 92 literature c
+## 87 71 nature a
+## 88 91 literature c
+## 89 80 literature b
+## 90 48 music a
+## 91 78 literature b
+## 92 78 literature b
+## 93 46 music a
+## 94 69 nature a
+## 95 74 nature b
+## 96 72 nature b
+## 97 74 nature b
+## 98 76 literature b
+## 99 50 music a
+## 100 89 literature c-
+
- Now using the colorbrewer package (RColorBrewer; http://colorbrewer2.org/#type=sequential&scheme=BuGn&n=3) design a pallette and assign it to the groups in your data on the histogram. +
library(RColorBrewer)
+#Let's look at the available palettes in RColorBrewer
+
+#The top section of palettes are sequential, the middle section are qualitative, and the lower section are diverging.
+#Make RColorBrewer palette available to R and assign to your bins
+
+display.brewer.pal(3, "RdYlBu")
display.brewer.pal(9, "Pastel1")
#Use named palette in histogramlibrary("ggplot2")
+
+histo <- ggplot(df3, aes(scores, fill = letters)) + geom_histogram(bins = 100)
+histo + scale_fill_brewer(palette= "Pastel1")
-
+
- Create a boxplot that visualizes the scores for each interest group and color each interest group a different color. +
#Make a vector of the colors from RColorBrewer
+vector_color = brewer.pal(4, 'Paired')
+
+bp<- ggplot(df3, aes(x=classification, y=scores,fill=classification)) +
+ geom_boxplot()
+bp_v <- bp + scale_fill_brewer(c(vector_color))
+bp_v
-
+
- Now simulate a new variable that describes the number of logins that students made to the educational game. They should vary from 1-25. +
#Found runif function which makes this truly easy
+logins <- runif(100, 1, 25)
+longins1<- round(logins)
+df3$logins <- longins1
+df3## scores classification letters logins
+## 1 91 literature c 22
+## 2 81 literature b 11
+## 3 60 nature a 24
+## 4 71 nature a 17
+## 5 84 literature c 7
+## 6 78 literature b 7
+## 7 80 literature b 8
+## 8 52 nature a 18
+## 9 71 nature a 13
+## 10 71 nature a 13
+## 11 53 nature a 19
+## 12 56 nature a 4
+## 13 76 literature b 7
+## 14 52 nature a 19
+## 15 73 nature b 9
+## 16 80 literature b 16
+## 17 81 literature b 12
+## 18 56 nature a 25
+## 19 41 music <NA> 15
+## 20 86 literature c 13
+## 21 48 music a 15
+## 22 78 literature b 10
+## 23 81 literature b 6
+## 24 90 literature c 4
+## 25 62 nature a 13
+## 26 63 nature a 12
+## 27 71 nature a 17
+## 28 56 nature a 20
+## 29 56 nature a 9
+## 30 66 nature a 6
+## 31 62 nature a 13
+## 32 94 literature c 5
+## 33 91 literature c 23
+## 34 92 literature c 15
+## 35 93 literature c 17
+## 36 60 nature a 7
+## 37 63 nature a 8
+## 38 61 nature a 16
+## 39 66 nature a 17
+## 40 73 nature b 17
+## 41 77 literature b 15
+## 42 72 nature b 13
+## 43 58 nature a 10
+## 44 60 nature a 13
+## 45 71 nature a 22
+## 46 89 literature c 8
+## 47 60 nature a 17
+## 48 76 literature b 15
+## 49 89 literature c 24
+## 50 80 literature b 6
+## 51 82 literature c 4
+## 52 96 literature c 23
+## 53 56 nature a 25
+## 54 67 nature a 7
+## 55 92 literature c 5
+## 56 91 literature c 13
+## 57 89 literature c 5
+## 58 52 nature a 6
+## 59 93 literature c 10
+## 60 90 literature c 24
+## 61 80 literature b 10
+## 62 77 literature b 4
+## 63 41 music <NA> 18
+## 64 82 literature c 20
+## 65 77 literature b 13
+## 66 91 literature c 20
+## 67 80 literature b 6
+## 68 84 literature c 12
+## 69 90 literature c 4
+## 70 82 literature c 10
+## 71 74 nature b 24
+## 72 75 nature b 16
+## 73 84 literature c 19
+## 74 55 nature a 22
+## 75 92 literature c 13
+## 76 90 literature c 18
+## 77 77 literature b 14
+## 78 56 nature a 10
+## 79 71 nature a 17
+## 80 82 literature c 22
+## 81 80 literature b 11
+## 82 86 literature c 22
+## 83 77 literature b 9
+## 84 93 literature c 10
+## 85 72 nature b 4
+## 86 92 literature c 2
+## 87 71 nature a 19
+## 88 91 literature c 15
+## 89 80 literature b 10
+## 90 48 music a 15
+## 91 78 literature b 18
+## 92 78 literature b 15
+## 93 46 music a 23
+## 94 69 nature a 16
+## 95 74 nature b 16
+## 96 72 nature b 20
+## 97 74 nature b 19
+## 98 76 literature b 10
+## 99 50 music a 16
+## 100 89 literature c 8-
+
- Plot the relationships between logins and scores. Give the plot a title and color the dots according to interest group. +
SP <- ggplot(df3, aes(x=scores, y=logins, color=classification)) +
+ geom_point() + labs(title="Scores vs, Logins") +
+ theme_classic()
+
+SP
-
+
- R contains several inbuilt data sets, one of these in called AirPassengers. Plot a line graph of the the airline passengers over time using this data set. +
data(AirPassengers)
+AP <- AirPassengers
+# Im taking a look at the class of the dataset AirPassengers
+class(AP)## [1] "ts"plot(AP,xlab="Date", ylab = "Passenger numbers (1000's)",main="Air Passenger numbers from 1949 to 1961")
-
+
- Using another inbuilt data set, iris, plot the relationships between all of the variables in the data set. Which of these relationships is it appropraiet to run a correlation on? +
data("iris")
+dat_iris <- iris
+class(iris)## [1] "data.frame"colnames(iris)## [1] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
+## [5] "Species"pairs(iris[1:4], main = "Iris Data - 3 species", pch = 21, bg = c("red", "green", "blue")[unclass(iris$Species)], lower.panel=NULL, labels=c("SL","SW","PL","PW"), font.labels=2, cex.labels=4.5)
#As we can see in the graphic it seams that sepal lenght and petal lenght and width are highly correlated (you can easily observe the liniallity)
+
+
+
+
+
+Part III - Analyzing Swirl
+
+
+Data
+In this repository you will find data describing Swirl activity from the class so far this semester. Please connect RStudio to this repository.
+
+
+Instructions
+-
+
- Insert a new code block +
- Create a data frame from the
swirl-data.csvfile calledDF1
+
library(tidyverse)
+library(dplyr)
+
+DF1 <- read.csv("swirl-data.csv", header = TRUE)The variables are:
+course_name - the name of the R course the student attempted
+lesson_name - the lesson name
+question_number - the question number attempted correct - whether the question was answered correctly
+attempt - how many times the student attempted the question
+skipped - whether the student skipped the question
+datetime - the date and time the student attempted the question
+hash - anonymyzed student ID
summary(DF1)## course_name lesson_name
+## R Programming :4712 Logic : 668
+## Getting and Cleaning Data: 704 Basic Building Blocks: 605
+## Exploratory_Data_Analysis: 290 Functions : 579
+## : 10 Dates and Times : 543
+## R : 2 Workspace and Files : 525
+## R P : 2 Subsetting Vectors : 508
+## (Other) : 5 (Other) :2297
+## question_number correct attempt skipped
+## Min. : 3.00 FALS : 1 Min. : 1.000 Mode :logical
+## 1st Qu.:12.00 FALSE: 894 1st Qu.: 1.000 FALSE:5558
+## Median :21.00 TRUE :4636 Median : 1.000 TRUE :54
+## Mean :23.28 NA's : 194 Mean : 1.301 NA's :113
+## 3rd Qu.:33.00 3rd Qu.: 1.000
+## Max. :69.00 Max. :16.000
+## NA's :32 NA's :38
+## datetime hash
+## Min. :1.500e+02 Min. : 2864
+## 1st Qu.:1.505e+09 1st Qu.:24042
+## Median :1.505e+09 Median :44419
+## Mean :1.503e+09 Mean :48152
+## 3rd Qu.:1.506e+09 3rd Qu.:77484
+## Max. :1.506e+09 Max. :98193
+## NA's :39-
+
- Create a new data frame that only includes the variables
hash,lesson_nameandattemptcalledDF2
+
DF2<- DF1[, c("hash", "lesson_name", "attempt")]
+
+summary(DF2)## hash lesson_name attempt
+## Min. : 2864 Logic : 668 Min. : 1.000
+## 1st Qu.:24042 Basic Building Blocks: 605 1st Qu.: 1.000
+## Median :44419 Functions : 579 Median : 1.000
+## Mean :48152 Dates and Times : 543 Mean : 1.301
+## 3rd Qu.:77484 Workspace and Files : 525 3rd Qu.: 1.000
+## Max. :98193 Subsetting Vectors : 508 Max. :16.000
+## (Other) :2297 NA's :38-
+
- Use the
group_byfunction to create a data frame that sums all the attempts for eachhashby eachlesson_namecalledDF3
+
DF3 <- DF2 %>% group_by(lesson_name) %>% summarise(value_count = n(), sum_hash = sum(hash))## `summarise()` ungrouping output (override with `.groups` argument)DF3## # A tibble: 32 x 3
+## lesson_name value_count sum_hash
+## <fct> <int> <int>
+## 1 "" 20 752940
+## 2 Base_Plotting_System 61 1588640
+## 3 Basic Building Blocks 605 28287438
+## 4 Clustering_Example 60 1561376
+## 5 Dates and Times 543 26430613
+## 6 Exploratory_Graphs 13 279968
+## 7 Fu 1 75323
+## 8 Functions 579 26623361
+## 9 Graphics_Devices_in_R 13 279968
+## 10 Grouping and C 1 11801
+## # … with 22 more rows-
+
On a scrap piece of paper draw what you think
DF3would look like if all the lesson names were column names
+Convert
DF3to this format
+
#install.packages("reshape2")
+library(reshape2)##
+## Attaching package: 'reshape2'## The following object is masked from 'package:tidyr':
+##
+## smithsdcast(DF3, sum(value_count) ~ lesson_name)## Using sum_hash as value column: use value.var to override.## sum(value_count) Var.2 Base_Plotting_System Basic Building Blocks
+## 1 5725 752940 1588640 28287438
+## Clustering_Example Dates and Times Exploratory_Graphs Fu Functions
+## 1 1561376 26430613 279968 75323 26623361
+## Graphics_Devices_in_R Grouping and C Grouping and Chaining w
+## 1 279968 11801 21536
+## Grouping and Chaining with dplyr Hierarchica Hierarchical_Clustering
+## 1 9988433 21536 258432
+## K_Means_Clustering Lo Logic Looking Looking at Data Manipulatin
+## 1 279968 11801 31400020 21536 5045115 65259
+## Manipulating Data with dplyr Matrices and Data Frames Missing Values
+## 1 14117475 17086423 15465881
+## Plotting_Systems Principles_of_Analytic_Graphs Subsetti
+## 1 7069481 258432 11801
+## Subsetting Vectors Tidying Data Tidying Data with tid
+## 1 24146429 21536 11801
+## Tidying Data with tidyr Vectors Workspace and Files
+## 1 15328260 23416779 25730363-
+
- Create a new data frame from
DF1calledDF4that only includes the variableshash,lesson_nameandcorrect
+
DF4<- DF1[, c("hash", "lesson_name", "correct")]
+DF4## hash lesson_name correct
+## 1 30802 Dates and Times TRUE
+## 2 30802 Functions TRUE
+## 3 30802 Basic Building Blocks TRUE
+## 4 30802 Dates and Times TRUE
+## 5 30802 Dates and Times TRUE
+## 6 30802 Workspace and Files TRUE
+## 7 30802 Functions TRUE
+## 8 30802 Dates and Times TRUE
+## 9 30802 Dates and Times TRUE
+## 10 30802 Dates and Times TRUE
+## 11 30802 Basic Building Blocks TRUE
+## 12 30802 Vectors TRUE
+## 13 30802 Basic Building Blocks TRUE
+## 14 30802 Vectors TRUE
+## 15 30802 Workspace and Files TRUE
+## 16 30802 Subsetting Vectors TRUE
+## 17 30802 Dates and Times TRUE
+## 18 30802 Subsetting Vectors TRUE
+## 19 30802 Vectors FALSE
+## 20 30802 Dates and Times TRUE
+## 21 30802 Subsetting Vectors TRUE
+## 22 30802 Dates and Times TRUE
+## 23 30802 Dates and Times TRUE
+## 24 30802 Subsetting Vectors TRUE
+## 25 30802 Functions TRUE
+## 26 30802 Subsetting Vectors TRUE
+## 27 30802 Basic Building Blocks TRUE
+## 28 30802 Vectors TRUE
+## 29 30802 Logic TRUE
+## 30 30802 Basic Building Blocks TRUE
+## 31 30802 Workspace and Files TRUE
+## 32 30802 Workspace and Files TRUE
+## 33 30802 Subsetting Vectors TRUE
+## 34 30802 Dates and Times TRUE
+## 35 30802 Workspace and Files TRUE
+## 36 30802 Dates and Times TRUE
+## 37 30802 Dates and Times TRUE
+## 38 30802 Vectors TRUE
+## 39 30802 Subsetting Vectors TRUE
+## 40 30802 Subsetting Vectors TRUE
+## 41 30802 Basic Building Blocks TRUE
+## 42 30802 Dates and Times TRUE
+## 43 30802 Dates and Times <NA>
+## 44 30802 Basic Building Blocks TRUE
+## 45 30802 Subsetting Vectors TRUE
+## 46 30802 Logic TRUE
+## 47 30802 Workspace and Files TRUE
+## 48 30802 Subsetting Vectors TRUE
+## 49 30802 Logic FALSE
+## 50 30802 Logic TRUE
+## 51 30802 Subsetting Vectors TRUE
+## 52 30802 Functions TRUE
+## 53 30802 Logic TRUE
+## 54 30802 Dates and Times TRUE
+## 55 30802 Vectors TRUE
+## 56 30802 Basic Building Blocks TRUE
+## 57 30802 Logic TRUE
+## 58 30802 Logic TRUE
+## 59 30802 Missing Values TRUE
+## 60 30802 Logic TRUE
+## 61 30802 Workspace and Files TRUE
+## 62 30802 Subsetting Vectors TRUE
+## 63 30802 Workspace and Files TRUE
+## 64 30802 Workspace and Files FALSE
+## 65 30802 Dates and Times TRUE
+## 66 30802 Logic TRUE
+## 67 30802 Basic Building Blocks TRUE
+## 68 30802 Dates and Times TRUE
+## 69 30802 Missing Values TRUE
+## 70 30802 Missing Values TRUE
+## 71 30802 Missing Values TRUE
+## 72 30802 Subsetting Vectors TRUE
+## 73 30802 Logic TRUE
+## 74 30802 Logic FALSE
+## 75 30802 Logic TRUE
+## 76 30802 Dates and Times TRUE
+## 77 30802 Dates and Times TRUE
+## 78 30802 Dates and Times TRUE
+## 79 30802 Functions TRUE
+## 80 30802 Dates and Times TRUE
+## 81 30802 Logic TRUE
+## 82 30802 Dates and Times TRUE
+## 83 30802 Missing Values TRUE
+## 84 30802 Workspace and Files TRUE
+## 85 30802 Workspace and Files TRUE
+## 86 30802 Functions TRUE
+## 87 30802 Basic Building Blocks TRUE
+## 88 30802 Basic Building Blocks TRUE
+## 89 30802 Basic Building Blocks TRUE
+## 90 30802 Subsetting Vectors TRUE
+## 91 30802 Dates and Times TRUE
+## 92 30802 Subsetting Vectors TRUE
+## 93 30802 Vectors TRUE
+## 94 30802 Vectors TRUE
+## 95 30802 Workspace and Files TRUE
+## 96 30802 Workspace and Files <NA>
+## 97 30802 Functions <NA>
+## 98 30802 Logic TRUE
+## 99 30802 Workspace and Files TRUE
+## 100 30802 Workspace and Files TRUE
+## 101 30802 Missing Values TRUE
+## 102 30802 Workspace and Files TRUE
+## 103 30802 Workspace and Files TRUE
+## 104 30802 Subsetting Vectors TRUE
+## 105 30802 Workspace and Files TRUE
+## 106 30802 Workspace and Files TRUE
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+## 1385 80970 Grouping and Chaining with dplyr TRUE
+## 1386 80970 Grouping and Chaining with dplyr <NA>
+## 1387 80970 Looking at Data TRUE
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+## 1397 80970 Tidying Data with tidyr TRUE
+## 1398 80970 Tidying Data with tidyr TRUE
+## 1399 80970 Tidying Data with tidyr <NA>
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+## 1402 80970 Grouping and Chaining with dplyr TRUE
+## 1403 80970 Grouping and Chaining with dplyr FALSE
+## 1404 80970 Grouping and Chaining with dplyr TRUE
+## 1405 80970 Grouping and Chaining with dplyr TRUE
+## 1406 80970 Grouping and Chaining with dplyr TRUE
+## 1407 80970 Grouping and Chaining with dplyr TRUE
+## 1408 80970 Grouping and Chaining with dplyr TRUE
+## 1409 80970 Grouping and Chaining with dplyr TRUE
+## 1410 80970 Grouping and Chaining with dplyr TRUE
+## 1411 80970 Plotting_Systems TRUE
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+## 1418 80970 Plotting_Systems FALSE
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+## 1421 80970 Grouping and Chaining with dplyr TRUE
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+## 1437 80970 Manipulating Data with dplyr TRUE
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+## 1439 80970 Manipulating Data with dplyr TRUE
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+## 1464 80970 Grouping and Chaining with dplyr TRUE
+## 1465 80970 Grouping and Chaining with dplyr FALSE
+## 1466 80970 Grouping and Chaining with dplyr TRUE
+## 1467 80970 Grouping and Chaining with dplyr TRUE
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+## 1470 80970 Manipulating Data with dplyr TRUE
+## 1471 80970 Manipulating Data with dplyr TRUE
+## 1472 80970 Manipulating Data with dplyr TRUE
+## 1473 80970 Manipulating Data with dplyr TRUE
+## 1474 80970 Manipulating Data with dplyr TRUE
+## 1475 80970 Manipulating Data with dplyr <NA>
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+## 1484 80970 Functions TRUE
+## 1485 80970 Functions TRUE
+## 1486 80970 Functions FALSE
+## 1487 80970 Functions TRUE
+## 1488 80970 Tidying Data with tidyr TRUE
+## 1489 80970 Tidying Data with tidyr TRUE
+## 1490 80970 Tidying Data with tidyr TRUE
+## 1491 80970 Tidying Data with tidyr FALSE
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+## 1493 80970 Tidying Data with tidyr TRUE
+## 1494 80970 Tidying Data with tidyr TRUE
+## 1495 80970 Tidying Data with tidyr FALSE
+## 1496 80970 Tidying Data with tidyr FALSE
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+## 1507 80970 Functions TRUE
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+## 1509 80970 Functions <NA>
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+## 1512 80970 Tidying Data with tidyr FALSE
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+## 1524 80970 Plotting_Systems TRUE
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+## 1549 80970 Plotting_Systems TRUE
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+## 1554 80970 Plotting_Systems <NA>
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+## 1564 80970 Manipulating Data with dplyr TRUE
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+## 1566 80970 Manipulating Data with dplyr TRUE
+## 1567 80970 Manipulating Data with dplyr TRUE
+## 1568 80970 Manipulating Data with dplyr TRUE
+## 1569 80970 Manipulating Data with dplyr TRUE
+## 1570 80970 Dates and Times TRUE
+## 1571 80970 Dates and Times TRUE
+## 1572 80970 Manipulating Data with dplyr TRUE
+## 1573 80970 Manipulating Data with dplyr TRUE
+## 1574 80970 Manipulating Data with dplyr TRUE
+## 1575 80970 Manipulating Data with dplyr FALSE
+## 1576 80970 Manipulating Data with dplyr TRUE
+## 1577 80970 Dates and Times TRUE
+## 1578 80970 Dates and Times TRUE
+## 1579 80970 Dates and Times FALSE
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+## 1581 80970 Dates and Times TRUE
+## 1582 80970 Dates and Times TRUE
+## 1583 80970 Dates and Times TRUE
+## 1584 80970 Dates and Times TRUE
+## 1585 80970 Vectors TRUE
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+## 1590 80970 Vectors TRUE
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+## 1592 80970 Vectors TRUE
+## 1593 80970 Vectors TRUE
+## 1594 80970 Vectors FALSE
+## 1595 80970 Vectors FALSE
+## 1596 80970 Vectors TRUE
+## 1597 80970 Vectors TRUE
+## 1598 80970 Vectors TRUE
+## 1599 80970 Vectors TRUE
+## 1600 80970 Vectors <NA>
+## 1601 80970 Tidying Data with tidyr TRUE
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+## 1603 80970 Missing Values TRUE
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+## 1719 96746 Basic Building Blocks TRUE
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+## 1972 16365 Functions TRUE
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+## 2592 21536 Graphics_Devices_in_R FALSE
+## 2593 21536 Graphics_Devices_in_R TRUE
+## 2594 21536 Grouping and Chaining with dplyr FALSE
+## 2595 21536 Grouping and Chaining w <NA>
+## 2596 21536 Graphics_Devices_in_R TRUE
+## 2597 21536 Graphics_Devices_in_R TRUE
+## 2598 21536 Base_Plotting_System FALSE
+## 2599 21536 Base_Plotting_System TRUE
+## 2600 21536 Base_Plotting_System TRUE
+## 2601 21536 Clustering_Example TRUE
+## 2602 21536 Clustering_Example TRUE
+## 2603 21536 Graphics_Devices_in_R TRUE
+## 2604 21536 K_Means_Clustering TRUE
+## 2605 21536 Tidying Data with tidyr TRUE
+## 2606 21536 Tidying Data with tidyr FALSE
+## 2607 21536 Manipulating Data with dplyr FALSE
+## 2608 21536 Graphics_Devices_in_R TRUE
+## 2609 21536 Graphics_Devices_in_R TRUE
+## 2610 21536 Base_Plotting_System FALSE
+## 2611 21536 Manipulating Data with dplyr TRUE
+## 2612 21536 Manipulating Data with dplyr TRUE
+## 2613 21536 Manipulating Data with dplyr TRUE
+## 2614 21536 Manipulating Data with dplyr TRUE
+## 2615 21536 Manipulating Data with dplyr TRUE
+## 2616 21536 Manipulating Data with dplyr TRUE
+## 2617 21536 Manipulating Data with dplyr FALSE
+## 2618 21536 K_Means_Clustering TRUE
+## 2619 21536 K_Means_Clustering TRUE
+## 2620 21536 <NA>
+## 2621 21536 Base_Plotting_System TRUE
+## 2622 21536 Base_Plotting_System TRUE
+## 2623 21536 Manipulating Data with dplyr FALSE
+## 2624 21536 Looking at Data TRUE
+## 2625 21536 Looking at Data TRUE
+## 2626 21536 Looking at Data TRUE
+## 2627 21536 Looking at Data TRUE
+## 2628 21536 Base_Plotting_System TRUE
+## 2629 21536 Base_Plotting_System FALSE
+## 2630 21536 Base_Plotting_System TRUE
+## 2631 21536 Looking at Data TRUE
+## 2632 21536 Looking at Data TRUE
+## 2633 21536 Looking at Data TRUE
+## 2634 21536 Principles_of_Analytic_Graphs TRUE
+## 2635 21536 Manipulating Data with dplyr FALSE
+## 2636 21536 Looking at Data TRUE
+## 2637 21536 Clustering_Example TRUE
+## 2638 21536 Clustering_Example TRUE
+## 2639 21536 Clustering_Example TRUE
+## 2640 21536 Clustering_Example TRUE
+## 2641 21536 Clustering_Example TRUE
+## 2642 21536 Clustering_Example TRUE
+## 2643 21536 <NA>
+## 2644 21536 Grouping and Chaining with dplyr TRUE
+## 2645 21536 Tidying Data with tidyr FALSE
+## 2646 21536 Tidying Data with tidyr TRUE
+## 2647 21536 Tidying Data with tidyr TRUE
+## 2648 21536 Looking at Data TRUE
+## 2649 21536 Principles_of_Analytic_Graphs TRUE
+## 2650 21536 Principles_of_Analytic_Graphs TRUE
+## 2651 21536 Principles_of_Analytic_Graphs TRUE
+## 2652 21536 Manipulating Data with dplyr TRUE
+## 2653 21536 Manipulating Data with dplyr FALSE
+## 2654 21536 Looking at Data TRUE
+## 2655 21536 Looking at Data TRUE
+## 2656 21536 Looking at Data TRUE
+## 2657 21536 Looking at Data TRUE
+## 2658 21536 Principles_of_Analytic_Graphs TRUE
+## 2659 21536 Principles_of_Analytic_Graphs FALSE
+## 2660 21536 Principles_of_Analytic_Graphs TRUE
+## 2661 21536 Looking at Data TRUE
+## 2662 21536 Base_Plotting_System FALSE
+## 2663 21536 Clustering_Example TRUE
+## 2664 21536 Exploratory_Graphs TRUE
+## 2665 21536 Exploratory_Graphs TRUE
+## 2666 21536 Exploratory_Graphs TRUE
+## 2667 21536 Exploratory_Graphs TRUE
+## 2668 21536 Looking <NA>
+## 2669 21536 Exploratory_Graphs TRUE
+## 2670 21536 Exploratory_Graphs TRUE
+## 2671 21536 Base_Plotting_System FALSE
+## 2672 21536 Clustering_Example FALSE
+## 2673 21536 Clustering_Example TRUE
+## 2674 21536 Tidying Data with tidyr FALSE
+## 2675 21536 Clustering_Example TRUE
+## 2676 21536 Tidying Data with tidyr TRUE
+## 2677 21536 Tidying Data <NA>
+## 2678 21536 Exploratory_Graphs FALSE
+## 2679 21536 K_Means_Clustering FALSE
+## 2680 21536 Looking at Data TRUE
+## 2681 21536 <NA>
+## 2682 21536 K_Means_Clustering TRUE
+## 2683 21536 K_Means_Clustering TRUE
+## 2684 21536 Hierarchica <NA>
+## 2685 21536 Tidying Data with tidyr TRUE
+## 2686 21536 Grouping and Chaining with dplyr FALSE
+## 2687 21536 Base_Plotting_System TRUE
+## 2688 21536 Clustering_Example TRUE
+## 2689 21536 Exploratory_Graphs TRUE
+## 2690 21536 Exploratory_Graphs TRUE
+## 2691 21536 Hierarchical_Clustering FALSE
+## 2692 21536 Hierarchical_Clustering FALSE
+## 2693 21536 K_Means_Clustering TRUE
+## 2694 21536 Principles_of_Analytic_Graphs TRUE
+## 2695 21536 Principles_of_Analytic_Graphs TRUE
+## 2696 21536 Principles_of_Analytic_Graphs TRUE
+## 2697 21536 Principles_of_Analytic_Graphs FALSE
+## 2698 21536 Exploratory_Graphs TRUE
+## 2699 21536 Base_Plotting_System TRUE
+## 2700 21536 Grouping and Chaining with dplyr TRUE
+## 2701 21536 Hierarchical_Clustering TRUE
+## 2702 21536 Hierarchical_Clustering FALSE
+## 2703 21536 Hierarchical_Clustering FALSE
+## 2704 21536 Exploratory_Graphs TRUE
+## 2705 21536 K_Means_Clustering FALSE
+## 2706 21536 Hierarchical_Clustering TRUE
+## 2707 21536 K_Means_Clustering FALSE
+## 2708 21536 K_Means_Clustering TRUE
+## 2709 21536 K_Means_Clustering TRUE
+## 2710 21536 Hierarchical_Clustering TRUE
+## 2711 21536 Grouping and Chaining with dplyr FALSE
+## 2712 21536 Grouping and Chaining with dplyr TRUE
+## 2713 21536 Hierarchical_Clustering TRUE
+## 2714 21536 Tidying Data with tidyr TRUE
+## 2715 21536 Exploratory_Graphs TRUE
+## 2716 21536 Exploratory_Graphs TRUE
+## 2717 21536 Hierarchical_Clustering TRUE
+## 2718 21536 Hierarchical_Clustering TRUE
+## 2719 21536 K_Means_Clustering FALSE
+## 2720 21536 Principles_of_Analytic_Graphs TRUE
+## 2721 21536 Tidying Data with tidyr TRUE
+## 2722 21536 Tidying Data with tidyr TRUE
+## 2723 21536 Hierarchical_Clustering TRUE
+## 2724 21536 Grouping and Chaining with dplyr TRUE
+## 2725 21536 Hierarchical_Clustering TRUE
+## 2726 21536 Grouping and Chaining with dplyr TRUE
+## 2727 21536 Grouping and Chaining with dplyr TRUE
+## 2728 21536 Grouping and Chaining with dplyr TRUE
+## 2729 21536 Grouping and Chaining with dplyr TRUE
+## 2730 21536 Tidying Data with tidyr TRUE
+## 2731 21536 K_Means_Clustering FALSE
+## 2732 65259 Manipulating Data with dplyr TRUE
+## 2733 65259 Manipulating Data with dplyr FALSE
+## 2734 65259 Manipulating Data with dplyr TRUE
+## 2735 65259 Manipulating Data with dplyr TRUE
+## 2736 65259 Manipulating Data with dplyr TRUE
+## 2737 65259 Manipulatin <NA>
+## 2738 65259 Dates and Times TRUE
+## 2739 65259 Dates and Times TRUE
+## 2740 65259 Dates and Times FALSE
+## 2741 65259 Dates and Times TRUE
+## 2742 65259 Manipulating Data with dplyr TRUE
+## 2743 65259 Manipulating Data with dplyr TRUE
+## 2744 65259 Manipulating Data with dplyr TRUE
+## 2745 65259 Manipulating Data with dplyr TRUE
+## 2746 65259 Manipulating Data with dplyr TRUE
+## 2747 65259 Manipulating Data with dplyr TRUE
+## 2748 65259 Manipulating Data with dplyr TRUE
+## 2749 65259 Dates and Times TRUE
+## 2750 65259 Dates and Times TRUE
+## 2751 65259 Dates and Times TRUE
+## 2752 65259 Dates and Times TRUE
+## 2753 65259 Dates and Times FALSE
+## 2754 65259 Dates and Times TRUE
+## 2755 65259 Dates and Times TRUE
+## 2756 65259 Dates and Times TRUE
+## 2757 65259 Dates and Times FALSE
+## 2758 65259 Dates and Times TRUE
+## 2759 65259 Dates and Times TRUE
+## 2760 65259 <NA>
+## 2761 65259 Dates and Times TRUE
+## 2762 2864 Basic Building Blocks TRUE
+## 2763 2864 Basic Building Blocks TRUE
+## 2764 2864 Basic Building Blocks FALSE
+## 2765 2864 Basic Building Blocks TRUE
+## 2766 2864 Basic Building Blocks TRUE
+## 2767 2864 Basic Building Blocks TRUE
+## 2768 2864 Basic Building Blocks TRUE
+## 2769 2864 Basic Building Blocks TRUE
+## 2770 2864 Basic Building Blocks FALSE
+## 2771 2864 Basic Building Blocks TRUE
+## 2772 2864 Basic Building Blocks TRUE
+## 2773 2864 Basic Building Blocks TRUE
+## 2774 2864 Basic Building Blocks TRUE
+## 2775 2864 Basic Building Blocks TRUE
+## 2776 2864 Basic Building Blocks TRUE
+## 2777 2864 Basic Building Blocks TRUE
+## 2778 2864 Basic Building Blocks <NA>
+## 2779 2864 Basic Building Blocks TRUE
+## 2780 2864 Basic Building Blocks TRUE
+## 2781 2864 Basic Building Blocks TRUE
+## 2782 2864 Basic Building Blocks TRUE
+## 2783 2864 Basic Building Blocks TRUE
+## 2784 2864 Basic Building Blocks TRUE
+## 2785 2864 Basic Building Blocks FALSE
+## 2786 2864 Basic Building Blocks TRUE
+## 2787 2864 Basic Building Blocks TRUE
+## 2788 34068 Basic Building Blocks TRUE
+## 2789 34068 Basic Building Blocks TRUE
+## 2790 34068 Basic Building Blocks TRUE
+## 2791 34068 Basic Building Blocks TRUE
+## 2792 34068 Basic Building Blocks TRUE
+## 2793 34068 Basic Building Blocks TRUE
+## 2794 34068 Basic Building Blocks TRUE
+## 2795 34068 Basic Building Blocks <NA>
+## 2796 34068 Basic Building Blocks TRUE
+## 2797 34068 Basic Building Blocks TRUE
+## 2798 34068 Basic Building Blocks TRUE
+## 2799 34068 Basic Building Blocks TRUE
+## 2800 34068 Basic Building Blocks TRUE
+## 2801 34068 Basic Building Blocks TRUE
+## 2802 34068 Basic Building Blocks TRUE
+## 2803 34068 Basic Building Blocks TRUE
+## 2804 34068 Basic Building Blocks TRUE
+## 2805 34068 Basic Building Blocks TRUE
+## 2806 34068 Basic Building Blocks TRUE
+## 2807 34068 Basic Building Blocks TRUE
+## 2808 34068 Basic Building Blocks TRUE
+## 2809 34068 Basic Building Blocks TRUE
+## 2810 34068 Basic Building Blocks TRUE
+## 2811 76966 Matrices and Data Frames TRUE
+## 2812 76966 Matrices and Data Frames TRUE
+## 2813 76966 Matrices and Data Frames TRUE
+## 2814 76966 Matrices and Data Frames TRUE
+## 2815 76966 Matrices and Data Frames FALSE
+## 2816 76966 Matrices and Data Frames FALSE
+## 2817 76966 Matrices and Data Frames FALSE
+## 2818 76966 Matrices and Data Frames TRUE
+## 2819 76966 Matrices and Data Frames FALSE
+## 2820 76966 Matrices and Data Frames TRUE
+## 2821 76966 Matrices and Data Frames TRUE
+## 2822 76966 Matrices and Data Frames TRUE
+## 2823 76966 Matrices and Data Frames TRUE
+## 2824 76966 Matrices and Data Frames <NA>
+## 2825 76966 Matrices and Data Frames FALSE
+## 2826 76966 Matrices and Data Frames TRUE
+## 2827 76966 Matrices and Data Frames TRUE
+## 2828 76966 Matrices and Data Frames TRUE
+## 2829 76966 Matrices and Data Frames TRUE
+## 2830 76966 Matrices and Data Frames TRUE
+## 2831 76966 Matrices and Data Frames TRUE
+## 2832 76966 Matrices and Data Frames TRUE
+## 2833 76966 Matrices and Data Frames FALSE
+## 2834 76966 Matrices and Data Frames TRUE
+## 2835 76966 Matrices and Data Frames TRUE
+## 2836 76966 Matrices and Data Frames TRUE
+## 2837 76966 Matrices and Data Frames TRUE
+## 2838 76966 Matrices and Data Frames TRUE
+## 2839 76966 Matrices and Data Frames TRUE
+## 2840 76966 Matrices and Data Frames TRUE
+## 2841 4807 Basic Building Blocks TRUE
+## 2842 4807 Basic Building Blocks TRUE
+## 2843 4807 Basic Building Blocks TRUE
+## 2844 4807 Basic Building Blocks FALSE
+## 2845 4807 Basic Building Blocks TRUE
+## 2846 4807 Basic Building Blocks TRUE
+## 2847 4807 Basic Building Blocks FALSE
+## 2848 4807 Basic Building Blocks FALSE
+## 2849 4807 Basic Building Blocks FALSE
+## 2850 4807 Basic Building Blocks TRUE
+## 2851 4807 Basic Building Blocks FALSE
+## 2852 4807 Basic Building Blocks TRUE
+## 2853 4807 Basic Building Blocks TRUE
+## 2854 4807 Basic Building Blocks FALSE
+## 2855 4807 Basic Building Blocks TRUE
+## 2856 4807 Basic Building Blocks TRUE
+## 2857 4807 Basic Building Blocks FALSE
+## 2858 4807 Basic Building Blocks FALSE
+## 2859 4807 Basic Building Blocks TRUE
+## 2860 4807 Basic Building Blocks FALSE
+## 2861 4807 Basic Building Blocks TRUE
+## 2862 4807 Basic Building Blocks FALSE
+## 2863 4807 Basic Building Blocks TRUE
+## 2864 4807 Basic Building Blocks FALSE
+## 2865 4807 Basic Building Blocks TRUE
+## 2866 4807 Basic Building Blocks TRUE
+## 2867 4807 Basic Building Blocks TRUE
+## 2868 4807 Basic Building Blocks TRUE
+## 2869 4807 Basic Building Blocks TRUE
+## 2870 4807 Basic Building Blocks TRUE
+## 2871 4807 Basic Building Blocks TRUE
+## 2872 4807 Basic Building Blocks TRUE
+## 2873 4807 Basic Building Blocks TRUE
+## 2874 4807 Basic Building Blocks <NA>
+## 2875 4807 Workspace and Files TRUE
+## 2876 4807 Workspace and Files TRUE
+## 2877 4807 Workspace and Files TRUE
+## 2878 4807 Workspace and Files TRUE
+## 2879 4807 Workspace and Files TRUE
+## 2880 4807 Workspace and Files TRUE
+## 2881 4807 Workspace and Files TRUE
+## 2882 4807 Workspace and Files FALSE
+## 2883 4807 Workspace and Files TRUE
+## 2884 4807 Workspace and Files TRUE
+## 2885 4807 Workspace and Files TRUE
+## 2886 4807 Workspace and Files TRUE
+## 2887 4807 Workspace and Files FALSE
+## 2888 4807 Workspace and Files TRUE
+## 2889 4807 Workspace and Files FALSE
+## 2890 4807 Workspace and Files FALSE
+## 2891 4807 Workspace and Files TRUE
+## 2892 4807 Workspace and Files TRUE
+## 2893 4807 Workspace and Files FALSE
+## 2894 4807 Workspace and Files TRUE
+## 2895 4807 Workspace and Files TRUE
+## 2896 4807 Workspace and Files FALSE
+## 2897 4807 Workspace and Files TRUE
+## 2898 4807 Workspace and Files TRUE
+## 2899 4807 Workspace and Files TRUE
+## 2900 4807 Workspace and Files FALSE
+## 2901 4807 Workspace and Files TRUE
+## 2902 4807 Workspace and Files TRUE
+## 2903 4807 Workspace and Files TRUE
+## 2904 4807 Workspace and Files TRUE
+## 2905 4807 Workspace and Files <NA>
+## 2906 4807 Vectors TRUE
+## 2907 4807 Vectors FALSE
+## 2908 4807 Vectors TRUE
+## 2909 4807 Vectors TRUE
+## 2910 4807 Vectors TRUE
+## 2911 4807 Vectors TRUE
+## 2912 4807 Vectors FALSE
+## 2913 4807 Vectors FALSE
+## 2914 4807 Vectors TRUE
+## 2915 4807 Vectors FALSE
+## 2916 4807 Vectors TRUE
+## 2917 4807 Vectors TRUE
+## 2918 4807 Vectors TRUE
+## 2919 4807 Vectors TRUE
+## 2920 4807 Vectors FALSE
+## 2921 4807 Vectors TRUE
+## 2922 4807 Vectors TRUE
+## 2923 4807 Vectors TRUE
+## 2924 4807 Vectors TRUE
+## 2925 4807 Vectors FALSE
+## 2926 4807 Vectors TRUE
+## 2927 4807 Vectors FALSE
+## 2928 4807 Vectors TRUE
+## 2929 4807 Vectors TRUE
+## 2930 4807 Vectors TRUE
+## 2931 4807 Vectors TRUE
+## 2932 4807 Vectors <NA>
+## 2933 4807 Matrices and Data Frames TRUE
+## 2934 4807 Matrices and Data Frames TRUE
+## 2935 4807 Matrices and Data Frames FALSE
+## 2936 4807 Matrices and Data Frames TRUE
+## 2937 4807 Matrices and Data Frames TRUE
+## 2938 4807 Matrices and Data Frames TRUE
+## 2939 4807 Matrices and Data Frames TRUE
+## 2940 4807 Matrices and Data Frames <NA>
+## 2941 4807 Dates and Times TRUE
+## 2942 4807 Dates and Times TRUE
+## 2943 4807 Dates and Times FALSE
+## 2944 4807 Dates and Times TRUE
+## 2945 4807 Dates and Times TRUE
+## 2946 4807 Dates and Times FALSE
+## 2947 4807 Dates and Times TRUE
+## 2948 4807 Dates and Times TRUE
+## 2949 4807 Dates and Times TRUE
+## 2950 4807 Dates and Times TRUE
+## 2951 4807 Dates and Times TRUE
+## 2952 4807 Dates and Times TRUE
+## 2953 4807 Dates and Times TRUE
+## 2954 4807 Dates and Times TRUE
+## 2955 4807 Dates and Times TRUE
+## 2956 4807 Missing Values FALSE
+## 2957 4807 Missing Values TRUE
+## 2958 4807 Missing Values TRUE
+## 2959 4807 Missing Values TRUE
+## 2960 4807 Missing Values TRUE
+## 2961 4807 Missing Values TRUE
+## 2962 4807 Missing Values TRUE
+## 2963 4807 Missing Values TRUE
+## 2964 4807 Missing Values TRUE
+## 2965 4807 Missing Values FALSE
+## 2966 4807 Missing Values TRUE
+## 2967 4807 Missing Values TRUE
+## 2968 4807 Missing Values TRUE
+## 2969 4807 Missing Values TRUE
+## 2970 4807 Missing Values TRUE
+## 2971 4807 Missing Values TRUE
+## 2972 4807 Missing Values <NA>
+## 2973 4807 Subsetting Vectors TRUE
+## 2974 4807 Subsetting Vectors TRUE
+## 2975 4807 Subsetting Vectors TRUE
+## 2976 4807 Subsetting Vectors TRUE
+## 2977 4807 Subsetting Vectors TRUE
+## 2978 4807 Subsetting Vectors TRUE
+## 2979 4807 Subsetting Vectors FALSE
+## 2980 4807 Subsetting Vectors TRUE
+## 2981 4807 Subsetting Vectors TRUE
+## 2982 4807 Subsetting Vectors TRUE
+## 2983 4807 Subsetting Vectors TRUE
+## 2984 4807 Subsetting Vectors FALSE
+## 2985 4807 Subsetting Vectors TRUE
+## 2986 4807 Subsetting Vectors TRUE
+## 2987 4807 Subsetting Vectors TRUE
+## 2988 4807 Subsetting Vectors TRUE
+## 2989 4807 Subsetting Vectors TRUE
+## 2990 4807 Subsetting Vectors TRUE
+## 2991 4807 Subsetting Vectors TRUE
+## 2992 4807 Subsetting Vectors TRUE
+## 2993 4807 Subsetting Vectors FALSE
+## 2994 4807 Subsetting Vectors TRUE
+## 2995 4807 Subsetting Vectors TRUE
+## 2996 4807 Subsetting Vectors TRUE
+## 2997 4807 Subsetting Vectors FALSE
+## 2998 4807 Subsetting Vectors TRUE
+## 2999 4807 Subsetting Vectors TRUE
+## 3000 4807 Subsetting Vectors TRUE
+## 3001 4807 Subsetting Vectors TRUE
+## 3002 4807 Subsetting Vectors TRUE
+## 3003 4807 Subsetting Vectors <NA>
+## 3004 4807 Logic TRUE
+## 3005 4807 Logic TRUE
+## 3006 4807 Logic TRUE
+## 3007 4807 Logic TRUE
+## 3008 4807 Logic TRUE
+## 3009 4807 Logic TRUE
+## 3010 4807 Logic TRUE
+## 3011 4807 Logic TRUE
+## 3012 4807 Logic FALSE
+## 3013 4807 Logic FALSE
+## 3014 4807 Logic FALSE
+## 3015 4807 Logic TRUE
+## 3016 4807 Logic FALSE
+## 3017 4807 Logic FALSE
+## 3018 4807 Logic TRUE
+## 3019 4807 Logic FALSE
+## 3020 4807 Logic TRUE
+## 3021 4807 Logic TRUE
+## 3022 4807 Logic TRUE
+## 3023 4807 Logic TRUE
+## 3024 4807 Logic TRUE
+## 3025 4807 Logic TRUE
+## 3026 4807 Logic TRUE
+## 3027 4807 Logic FALSE
+## 3028 4807 Logic TRUE
+## 3029 4807 Logic FALSE
+## 3030 4807 Logic TRUE
+## 3031 4807 Logic TRUE
+## 3032 4807 Logic FALSE
+## 3033 4807 Logic FALSE
+## 3034 4807 Logic TRUE
+## 3035 4807 Logic TRUE
+## 3036 4807 Logic TRUE
+## 3037 4807 Logic TRUE
+## 3038 4807 Logic FALSE
+## 3039 4807 Logic FALSE
+## 3040 4807 Logic FALSE
+## 3041 4807 Logic TRUE
+## 3042 4807 Logic TRUE
+## 3043 4807 Logic TRUE
+## 3044 4807 Logic TRUE
+## 3045 4807 Logic TRUE
+## 3046 4807 Logic TRUE
+## 3047 4807 Logic FALSE
+## 3048 4807 Logic TRUE
+## 3049 4807 Logic FALSE
+## 3050 4807 Logic FALSE
+## 3051 4807 Logic FALSE
+## 3052 4807 Logic FALSE
+## 3053 4807 Logic FALSE
+## 3054 4807 Logic FALSE
+## 3055 4807 Logic FALSE
+## 3056 4807 Logic FALSE
+## 3057 4807 Logic TRUE
+## 3058 4807 Logic TRUE
+## 3059 4807 Logic TRUE
+## 3060 4807 Logic TRUE
+## 3061 4807 Logic <NA>
+## 3062 4807 Matrices and Data Frames TRUE
+## 3063 4807 Matrices and Data Frames TRUE
+## 3064 4807 Dates and Times TRUE
+## 3065 4807 Dates and Times TRUE
+## 3066 4807 Dates and Times TRUE
+## 3067 4807 Dates and Times TRUE
+## 3068 4807 Dates and Times FALSE
+## 3069 4807 Dates and Times TRUE
+## 3070 4807 Dates and Times TRUE
+## 3071 4807 Dates and Times FALSE
+## 3072 4807 Matrices and Data Frames FALSE
+## 3073 4807 Matrices and Data Frames FALSE
+## 3074 4807 Matrices and Data Frames FALSE
+## 3075 4807 Dates and Times TRUE
+## 3076 4807 Dates and Times FALSE
+## 3077 4807 Dates and Times TRUE
+## 3078 4807 Dates and Times TRUE
+## 3079 4807 Dates and Times TRUE
+## 3080 4807 Dates and Times TRUE
+## 3081 4807 Dates and Times TRUE
+## 3082 4807 Dates and Times TRUE
+## 3083 4807 Dates and Times TRUE
+## 3084 4807 Dates and Times TRUE
+## 3085 4807 Dates and Times FALSE
+## 3086 4807 Dates and Times FALSE
+## 3087 4807 Dates and Times FALSE
+## 3088 4807 Matrices and Data Frames TRUE
+## 3089 4807 Matrices and Data Frames FALSE
+## 3090 4807 Matrices and Data Frames TRUE
+## 3091 4807 Matrices and Data Frames TRUE
+## 3092 4807 Matrices and Data Frames TRUE
+## 3093 4807 Matrices and Data Frames TRUE
+## 3094 4807 Matrices and Data Frames TRUE
+## 3095 4807 Matrices and Data Frames TRUE
+## 3096 4807 Matrices and Data Frames TRUE
+## 3097 4807 Matrices and Data Frames TRUE
+## 3098 4807 Dates and Times <NA>
+## 3099 4807 Matrices and Data Frames TRUE
+## 3100 4807 Matrices and Data Frames FALSE
+## 3101 4807 Matrices and Data Frames TRUE
+## 3102 4807 Matrices and Data Frames TRUE
+## 3103 4807 Matrices and Data Frames TRUE
+## 3104 4807 Matrices and Data Frames TRUE
+## 3105 4807 Matrices and Data Frames FALSE
+## 3106 4807 Matrices and Data Frames FALSE
+## 3107 4807 Matrices and Data Frames TRUE
+## 3108 6487 Basic Building Blocks TRUE
+## 3109 6487 Basic Building Blocks TRUE
+## 3110 6487 Basic Building Blocks TRUE
+## 3111 6487 Basic Building Blocks TRUE
+## 3112 6487 Basic Building Blocks TRUE
+## 3113 6487 Basic Building Blocks TRUE
+## 3114 6487 Basic Building Blocks TRUE
+## 3115 6487 Basic Building Blocks TRUE
+## 3116 6487 Basic Building Blocks TRUE
+## 3117 6487 Basic Building Blocks TRUE
+## 3118 6487 Basic Building Blocks TRUE
+## 3119 6487 Basic Building Blocks TRUE
+## 3120 6487 Basic Building Blocks TRUE
+## 3121 6487 Basic Building Blocks TRUE
+## 3122 6487 Basic Building Blocks TRUE
+## 3123 6487 Basic Building Blocks FALSE
+## 3124 6487 Basic Building Blocks TRUE
+## 3125 6487 Basic Building Blocks TRUE
+## 3126 6487 Basic Building Blocks TRUE
+## 3127 6487 Basic Building Blocks TRUE
+## 3128 6487 Basic Building Blocks <NA>
+## 3129 6487 Basic Building Blocks TRUE
+## 3130 6487 Basic Building Blocks TRUE
+## 3131 6487 Basic Building Blocks TRUE
+## 3132 8766 Workspace and Files TRUE
+## 3133 8766 Workspace and Files TRUE
+## 3134 8766 Workspace and Files TRUE
+## 3135 8766 Workspace and Files TRUE
+## 3136 8766 Workspace and Files TRUE
+## 3137 8766 Workspace and Files TRUE
+## 3138 8766 Workspace and Files FALSE
+## 3139 8766 Workspace and Files TRUE
+## 3140 8766 Workspace and Files TRUE
+## 3141 8766 Workspace and Files TRUE
+## 3142 8766 Workspace and Files FALSE
+## 3143 8766 Workspace and Files TRUE
+## 3144 8766 Workspace and Files TRUE
+## 3145 8766 Workspace and Files TRUE
+## 3146 8766 Workspace and Files TRUE
+## 3147 8766 Workspace and Files TRUE
+## 3148 8766 Workspace and Files TRUE
+## 3149 8766 Workspace and Files FALSE
+## 3150 8766 Workspace and Files TRUE
+## 3151 8766 Workspace and Files TRUE
+## 3152 8766 Workspace and Files TRUE
+## 3153 8766 Workspace and Files FALSE
+## 3154 8766 Workspace and Files FALSE
+## 3155 8766 Workspace and Files TRUE
+## 3156 8766 Workspace and Files TRUE
+## 3157 8766 Workspace and Files TRUE
+## 3158 8766 Workspace and Files TRUE
+## 3159 8766 Workspace and Files <NA>
+## 3160 8766 Vectors FALSE
+## 3161 8766 Workspace and Files FALSE
+## 3162 8766 Workspace and Files TRUE
+## 3163 8766 Workspace and Files FALSE
+## 3164 8766 Vectors TRUE
+## 3165 8766 Vectors TRUE
+## 3166 8766 Vectors TRUE
+## 3167 8766 Vectors TRUE
+## 3168 8766 Vectors TRUE
+## 3169 8766 Vectors TRUE
+## 3170 8766 Vectors TRUE
+## 3171 8766 Vectors FALSE
+## 3172 8766 Vectors TRUE
+## 3173 8766 Vectors FALSE
+## 3174 8766 Vectors TRUE
+## 3175 8766 Vectors TRUE
+## 3176 8766 Vectors FALSE
+## 3177 8766 Vectors TRUE
+## 3178 8766 Vectors TRUE
+## 3179 8766 Vectors TRUE
+## 3180 8766 Vectors TRUE
+## 3181 8766 Vectors TRUE
+## 3182 8766 Vectors TRUE
+## 3183 8766 Vectors <NA>
+## 3184 8766 Missing Values TRUE
+## 3185 8766 Missing Values TRUE
+## 3186 8766 Missing Values TRUE
+## 3187 8766 Missing Values TRUE
+## 3188 8766 Missing Values TRUE
+## 3189 8766 Missing Values TRUE
+## 3190 8766 Missing Values TRUE
+## 3191 8766 Missing Values TRUE
+## 3192 8766 Missing Values TRUE
+## 3193 8766 Missing Values TRUE
+## 3194 8766 Missing Values TRUE
+## 3195 8766 Missing Values FALSE
+## 3196 8766 Missing Values FALSE
+## 3197 8766 Missing Values TRUE
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+## 3857 27264 Vectors TRUE
+## 3858 27264 Vectors TRUE
+## 3859 27264 Vectors TRUE
+## 3860 27264 Vectors TRUE
+## 3861 27264 Plotting_Systems TRUE
+## 3862 27264 Plotting_Systems FALSE
+## 3863 27264 Plotting_Systems TRUE
+## 3864 27264 Plotting_Systems TRUE
+## 3865 27264 Plotting_Systems TRUE
+## 3866 27264 Plotting_Systems TRUE
+## 3867 27264 Plotting_Systems TRUE
+## 3868 27264 Plotting_Systems FALSE
+## 3869 27264 Plotting_Systems TRUE
+## 3870 27264 Plotting_Systems TRUE
+## 3871 27264 Plotting_Systems TRUE
+## 3872 27264 Plotting_Systems TRUE
+## 3873 27264 Plotting_Systems TRUE
+## 3874 27264 Plotting_Systems TRUE
+## 3875 27264 Plotting_Systems TRUE
+## 3876 27264 Plotting_Systems TRUE
+## 3877 27264 Plotting_Systems TRUE
+## 3878 27264 Plotting_Systems TRUE
+## 3879 27264 Plotting_Systems TRUE
+## 3880 27264 Plotting_Systems TRUE
+## 3881 27264 Plotting_Systems TRUE
+## 3882 27264 Plotting_Systems TRUE
+## 3883 27264 Plotting_Systems TRUE
+## 3884 27264 Plotting_Systems <NA>
+## 3885 27264 Manipulating Data with dplyr TRUE
+## 3886 27264 Manipulating Data with dplyr TRUE
+## 3887 27264 Manipulating Data with dplyr TRUE
+## 3888 27264 Manipulating Data with dplyr TRUE
+## 3889 27264 Manipulating Data with dplyr TRUE
+## 3890 27264 Manipulating Data with dplyr FALSE
+## 3891 27264 Manipulating Data with dplyr FALSE
+## 3892 27264 Manipulating Data with dplyr TRUE
+## 3893 27264 Manipulating Data with dplyr TRUE
+## 3894 27264 Manipulating Data with dplyr TRUE
+## 3895 27264 Manipulating Data with dplyr TRUE
+## 3896 27264 Manipulating Data with dplyr TRUE
+## 3897 27264 Manipulating Data with dplyr TRUE
+## 3898 27264 Manipulating Data with dplyr TRUE
+## 3899 27264 Manipulating Data with dplyr TRUE
+## 3900 27264 Manipulating Data with dplyr TRUE
+## 3901 27264 Manipulating Data with dplyr TRUE
+## 3902 27264 Manipulating Data with dplyr TRUE
+## 3903 27264 Manipulating Data with dplyr TRUE
+## 3904 27264 Manipulating Data with dplyr TRUE
+## 3905 27264 Manipulating Data with dplyr TRUE
+## 3906 27264 Manipulating Data with dplyr TRUE
+## 3907 27264 Manipulating Data with dplyr TRUE
+## 3908 27264 Manipulating Data with dplyr TRUE
+## 3909 27264 Manipulating Data with dplyr TRUE
+## 3910 27264 Manipulating Data with dplyr FALSE
+## 3911 27264 Manipulating Data with dplyr TRUE
+## 3912 27264 Manipulating Data with dplyr TRUE
+## 3913 27264 Manipulating Data with dplyr TRUE
+## 3914 27264 Manipulating Data with dplyr TRUE
+## 3915 27264 Manipulating Data with dplyr TRUE
+## 3916 27264 Manipulating Data with dplyr TRUE
+## 3917 27264 Manipulating Data with dplyr TRUE
+## 3918 27264 Manipulating Data with dplyr TRUE
+## 3919 27264 Manipulating Data with dplyr TRUE
+## 3920 27264 Manipulating Data with dplyr TRUE
+## 3921 27264 Manipulating Data with dplyr TRUE
+## 3922 27264 Manipulating Data with dplyr TRUE
+## 3923 27264 Manipulating Data with dplyr TRUE
+## 3924 27264 Manipulating Data with dplyr TRUE
+## 3925 27264 Manipulating Data with dplyr TRUE
+## 3926 27264 Manipulating Data with dplyr TRUE
+## 3927 27264 Manipulating Data with dplyr TRUE
+## 3928 27264 Manipulating Data with dplyr <NA>
+## 3929 27264 Base_Plotting_System TRUE
+## 3930 27264 Base_Plotting_System TRUE
+## 3931 27264 Base_Plotting_System TRUE
+## 3932 27264 Base_Plotting_System FALSE
+## 3933 27264 Base_Plotting_System FALSE
+## 3934 27264 Base_Plotting_System TRUE
+## 3935 27264 Base_Plotting_System TRUE
+## 3936 27264 Base_Plotting_System TRUE
+## 3937 27264 Base_Plotting_System TRUE
+## 3938 27264 Base_Plotting_System TRUE
+## 3939 27264 Base_Plotting_System <NA>
+## 3940 27264 Grouping and Chaining with dplyr TRUE
+## 3941 27264 Grouping and Chaining with dplyr TRUE
+## 3942 27264 Grouping and Chaining with dplyr TRUE
+## 3943 27264 Grouping and Chaining with dplyr TRUE
+## 3944 27264 Grouping and Chaining with dplyr TRUE
+## 3945 27264 Grouping and Chaining with dplyr TRUE
+## 3946 27264 Grouping and Chaining with dplyr TRUE
+## 3947 27264 Grouping and Chaining with dplyr FALSE
+## 3948 27264 Grouping and Chaining with dplyr FALSE
+## 3949 27264 Grouping and Chaining with dplyr TRUE
+## 3950 27264 Grouping and Chaining with dplyr TRUE
+## 3951 27264 Grouping and Chaining with dplyr TRUE
+## 3952 27264 Grouping and Chaining with dplyr TRUE
+## 3953 27264 Grouping and Chaining with dplyr TRUE
+## 3954 27264 Grouping and Chaining with dplyr <NA>
+## 3955 27264 Looking at Data FALSE
+## 3956 27264 Looking at Data TRUE
+## 3957 27264 Looking at Data TRUE
+## 3958 27264 Looking at Data TRUE
+## 3959 27264 Grouping and Chaining with dplyr TRUE
+## 3960 27264 Grouping and Chaining with dplyr TRUE
+## 3961 27264 Grouping and Chaining with dplyr TRUE
+## 3962 27264 Grouping and Chaining with dplyr TRUE
+## 3963 27264 Grouping and Chaining with dplyr TRUE
+## 3964 27264 Grouping and Chaining with dplyr TRUE
+## 3965 27264 Grouping and Chaining with dplyr TRUE
+## 3966 27264 Grouping and Chaining with dplyr TRUE
+## 3967 27264 Grouping and Chaining with dplyr TRUE
+## 3968 27264 Grouping and Chaining with dplyr TRUE
+## 3969 27264 Grouping and Chaining with dplyr TRUE
+## 3970 27264 Grouping and Chaining with dplyr TRUE
+## 3971 27264 Grouping and Chaining with dplyr TRUE
+## 3972 27264 Grouping and Chaining with dplyr TRUE
+## 3973 27264 Grouping and Chaining with dplyr FALSE
+## 3974 27264 Grouping and Chaining with dplyr TRUE
+## 3975 27264 Grouping and Chaining with dplyr TRUE
+## 3976 27264 Grouping and Chaining with dplyr TRUE
+## 3977 27264 Grouping and Chaining with dplyr TRUE
+## 3978 27264 Grouping and Chaining with dplyr TRUE
+## 3979 27264 Grouping and Chaining with dplyr FALSE
+## 3980 27264 Base_Plotting_System TRUE
+## 3981 27264 Base_Plotting_System TRUE
+## 3982 27264 Base_Plotting_System FALSE
+## 3983 27264 Base_Plotting_System TRUE
+## 3984 27264 Base_Plotting_System TRUE
+## 3985 27264 Base_Plotting_System FALSE
+## 3986 27264 Base_Plotting_System TRUE
+## 3987 27264 Base_Plotting_System TRUE
+## 3988 27264 Base_Plotting_System TRUE
+## 3989 27264 Base_Plotting_System TRUE
+## 3990 27264 Base_Plotting_System TRUE
+## 3991 27264 Base_Plotting_System TRUE
+## 3992 27264 Base_Plotting_System TRUE
+## 3993 27264 Base_Plotting_System TRUE
+## 3994 27264 Base_Plotting_System TRUE
+## 3995 27264 Base_Plotting_System TRUE
+## 3996 27264 Base_Plotting_System TRUE
+## 3997 27264 Base_Plotting_System TRUE
+## 3998 27264 Base_Plotting_System FALSE
+## 3999 27264 Looking at Data TRUE
+## 4000 27264 Looking at Data TRUE
+## 4001 27264 Looking at Data TRUE
+## 4002 27264 Looking at Data TRUE
+## 4003 27264 Looking at Data TRUE
+## 4004 27264 Looking at Data TRUE
+## 4005 27264 Looking at Data TRUE
+## 4006 27264 Looking at Data TRUE
+## 4007 27264 Looking at Data FALSE
+## 4008 27264 Looking at Data TRUE
+## 4009 27264 Looking at Data TRUE
+## 4010 27264 Looking at Data TRUE
+## 4011 27264 Looking at Data TRUE
+## 4012 27264 Looking at Data <NA>
+## 4013 27264 Base_Plotting_System TRUE
+## 4014 27264 Base_Plotting_System TRUE
+## 4015 27264 Base_Plotting_System TRUE
+## 4016 27264 Base_Plotting_System TRUE
+## 4017 27264 Base_Plotting_System TRUE
+## 4018 27264 Base_Plotting_System TRUE
+## 4019 27264 Base_Plotting_System TRUE
+## 4020 27264 Clustering_Example TRUE
+## 4021 27264 Clustering_Example TRUE
+## 4022 27264 Clustering_Example TRUE
+## 4023 27264 Clustering_Example TRUE
+## 4024 27264 Clustering_Example TRUE
+## 4025 27264 Clustering_Example TRUE
+## 4026 27264 Clustering_Example TRUE
+## 4027 27264 Clustering_Example TRUE
+## 4028 27264 Clustering_Example TRUE
+## 4029 27264 Clustering_Example TRUE
+## 4030 27264 Clustering_Example TRUE
+## 4031 27264 Clustering_Example TRUE
+## 4032 27264 Clustering_Example TRUE
+## 4033 27264 Clustering_Example TRUE
+## 4034 27264 Clustering_Example TRUE
+## 4035 27264 Clustering_Example TRUE
+## 4036 27264 Clustering_Example FALSE
+## 4037 27264 Clustering_Example TRUE
+## 4038 27264 Clustering_Example TRUE
+## 4039 27264 Base_Plotting_System TRUE
+## 4040 27264 Base_Plotting_System TRUE
+## 4041 27264 Base_Plotting_System FALSE
+## 4042 27264 Base_Plotting_System TRUE
+## 4043 27264 Base_Plotting_System TRUE
+## 4044 27264 Base_Plotting_System TRUE
+## 4045 27264 Base_Plotting_System TRUE
+## 4046 27264 Base_Plotting_System TRUE
+## 4047 27264 Base_Plotting_System TRUE
+## 4048 27264 Base_Plotting_System TRUE
+## 4049 27264 Base_Plotting_System TRUE
+## 4050 27264 Clustering_Example TRUE
+## 4051 27264 Clustering_Example TRUE
+## 4052 27264 Clustering_Example FALSE
+## 4053 27264 Clustering_Example TRUE
+## 4054 27264 Clustering_Example TRUE
+## 4055 27264 Clustering_Example FALSE
+## 4056 27264 Clustering_Example FALSE
+## 4057 27264 Clustering_Example TRUE
+## 4058 27264 Clustering_Example FALSE
+## 4059 27264 Clustering_Example TRUE
+## 4060 27264 Clustering_Example TRUE
+## 4061 27264 Clustering_Example TRUE
+## 4062 27264 Clustering_Example TRUE
+## 4063 27264 Clustering_Example TRUE
+## 4064 27264 Clustering_Example TRUE
+## 4065 27264 Clustering_Example TRUE
+## 4066 27264 Clustering_Example FALSE
+## 4067 27264 Clustering_Example TRUE
+## 4068 27264 Clustering_Example TRUE
+## 4069 27264 Clustering_Example TRUE
+## 4070 27264 Clustering_Example TRUE
+## 4071 27264 Clustering_Example TRUE
+## 4072 27264 Clustering_Example TRUE
+## 4073 27264 Clustering_Example TRUE
+## 4074 27264 Clustering_Example TRUE
+## 4075 27264 Clustering_Example TRUE
+## 4076 27264 Clustering_Example <NA>
+## 4077 27264 Clustering_Example TRUE
+## 4078 94880 Basic Building Blocks TRUE
+## 4079 94880 Basic Building Blocks TRUE
+## 4080 94880 Logic TRUE
+## 4081 94880 Functions TRUE
+## 4082 94880 Dates and Times TRUE
+## 4083 94880 Basic Building Blocks TRUE
+## 4084 94880 Functions TRUE
+## 4085 94880 Logic TRUE
+## 4086 94880 Basic Building Blocks TRUE
+## 4087 94880 Dates and Times FALSE
+## 4088 94880 Dates and Times FALSE
+## 4089 94880 Dates and Times FALSE
+## 4090 94880 Functions TRUE
+## 4091 94880 Basic Building Blocks TRUE
+## 4092 94880 Basic Building Blocks TRUE
+## 4093 94880 Workspace and Files FALSE
+## 4094 94880 Logic TRUE
+## 4095 94880 Subsetting Vectors TRUE
+## 4096 94880 Basic Building Blocks TRUE
+## 4097 94880 Dates and Times TRUE
+## 4098 94880 Subsetting Vectors TRUE
+## 4099 94880 Workspace and Files TRUE
+## 4100 94880 Workspace and Files TRUE
+## 4101 94880 Functions FALSE
+## 4102 94880 Dates and Times <NA>
+## 4103 94880 Subsetting Vectors TRUE
+## 4104 94880 Dates and Times TRUE
+## 4105 94880 Workspace and Files TRUE
+## 4106 94880 Functions FALSE
+## 4107 94880 Subsetting Vectors TRUE
+## 4108 94880 Workspace and Files FALSE
+## 4109 94880 Functions TRUE
+## 4110 94880 Functions FALSE
+## 4111 94880 Workspace and Files TRUE
+## 4112 94880 Workspace and Files FALSE
+## 4113 94880 Workspace and Files TRUE
+## 4114 94880 Vectors TRUE
+## 4115 94880 Functions TRUE
+## 4116 94880 Subsetting Vectors TRUE
+## 4117 94880 Dates and Times TRUE
+## 4118 94880 Dates and Times TRUE
+## 4119 94880 Vectors TRUE
+## 4120 94880 Dates and Times TRUE
+## 4121 94880 Workspace and Files FALSE
+## 4122 94880 Dates and Times TRUE
+## 4123 94880 Basic Building Blocks TRUE
+## 4124 94880 Subsetting Vectors TRUE
+## 4125 94880 Subsetting Vectors TRUE
+## 4126 94880 Workspace and Files TRUE
+## 4127 94880 Functions FALSE
+## 4128 94880 Logic TRUE
+## 4129 94880 Logic TRUE
+## 4130 94880 Logic TRUE
+## 4131 94880 Logic <NA>
+## 4132 94880 Workspace and Files TRUE
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+## 4134 94880 Dates and Times TRUE
+## 4135 94880 Functions FALSE
+## 4136 94880 Subsetting Vectors TRUE
+## 4137 94880 Subsetting Vectors TRUE
+## 4138 94880 Subsetting Vectors TRUE
+## 4139 94880 Functions TRUE
+## 4140 94880 Vectors TRUE
+## 4141 94880 Logic TRUE
+## 4142 94880 Logic TRUE
+## 4143 94880 Logic TRUE
+## 4144 94880 Functions TRUE
+## 4145 94880 Dates and Times TRUE
+## 4146 94880 Dates and Times TRUE
+## 4147 94880 Dates and Times TRUE
+## 4148 94880 Functions FALSE
+## 4149 94880 Basic Building Blocks TRUE
+## 4150 94880 Basic Building Blocks <NA>
+## 4151 94880 Subsetting Vectors <NA>
+## 4152 94880 Functions TRUE
+## 4153 94880 Functions TRUE
+## 4154 94880 Functions FALSE
+## 4155 94880 Vectors TRUE
+## 4156 94880 Vectors TRUE
+## 4157 94880 Vectors TRUE
+## 4158 94880 Subsetting Vectors TRUE
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+## 4160 94880 Subsetting Vectors TRUE
+## 4161 94880 Subsetting Vectors TRUE
+## 4162 94880 Workspace and Files TRUE
+## 4163 94880 Workspace and Files TRUE
+## 4164 94880 Workspace and Files TRUE
+## 4165 94880 Workspace and Files TRUE
+## 4166 94880 Dates and Times FALSE
+## 4167 94880 Logic TRUE
+## 4168 94880 Dates and Times TRUE
+## 4169 94880 Logic TRUE
+## 4170 94880 Workspace and Files TRUE
+## 4171 94880 Functions TRUE
+## 4172 94880 Dates and Times TRUE
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+## 4175 94880 Logic TRUE
+## 4176 94880 Logic TRUE
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+## 4178 94880 Logic TRUE
+## 4179 94880 Logic TRUE
+## 4180 94880 Logic TRUE
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+## 4184 94880 Vectors TRUE
+## 4185 94880 Vectors TRUE
+## 4186 94880 Vectors TRUE
+## 4187 94880 Logic FALSE
+## 4188 94880 Workspace and Files FALSE
+## 4189 94880 Workspace and Files TRUE
+## 4190 94880 Workspace and Files TRUE
+## 4191 94880 Workspace and Files TRUE
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+## 4194 94880 Logic TRUE
+## 4195 94880 Dates and Times TRUE
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+## 4197 94880 Workspace and Files TRUE
+## 4198 94880 Workspace and Files TRUE
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+## 4201 94880 Logic TRUE
+## 4202 94880 Functions TRUE
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+## 4204 94880 Functions TRUE
+## 4205 94880 Logic TRUE
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+## 4207 94880 Vectors TRUE
+## 4208 94880 Vectors TRUE
+## 4209 94880 Functions TRUE
+## 4210 94880 Basic Building Blocks TRUE
+## 4211 94880 Basic Building Blocks TRUE
+## 4212 94880 Basic Building Blocks TRUE
+## 4213 94880 Basic Building Blocks TRUE
+## 4214 94880 Vectors TRUE
+## 4215 94880 Vectors TRUE
+## 4216 94880 Vectors TRUE
+## 4217 94880 Vectors TRUE
+## 4218 94880 Vectors TRUE
+## 4219 94880 Vectors TRUE
+## 4220 94880 Vectors TRUE
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+## 4222 94880 Basic Building Blocks TRUE
+## 4223 94880 Missing Values TRUE
+## 4224 94880 Missing Values TRUE
+## 4225 94880 Functions TRUE
+## 4226 94880 Logic TRUE
+## 4227 94880 Functions TRUE
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+## 4233 94880 Missing Values TRUE
+## 4234 94880 Dates and Times TRUE
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+## 4236 94880 Basic Building Blocks TRUE
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+## 4238 94880 Subsetting Vectors TRUE
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+## 4240 94880 Logic TRUE
+## 4241 94880 Functions TRUE
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+## 4245 94880 Subsetting Vectors FALSE
+## 4246 94880 Dates and Times TRUE
+## 4247 94880 Basic Building Blocks TRUE
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+## 4251 94880 Logic TRUE
+## 4252 94880 Logic TRUE
+## 4253 94880 Subsetting Vectors TRUE
+## 4254 94880 Functions TRUE
+## 4255 94880 Functions TRUE
+## 4256 94880 Basic Building Blocks FALSE
+## 4257 94880 Basic Building Blocks TRUE
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+## 4260 94880 Logic TRUE
+## 4261 94880 Dates and Times TRUE
+## 4262 94880 Functions <NA>
+## 4263 94880 Workspace and Files TRUE
+## 4264 94880 Subsetting Vectors TRUE
+## 4265 94880 Basic Building Blocks TRUE
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+## 4267 94880 Basic Building Blocks TRUE
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+## 4269 94880 Functions TRUE
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+## 4278 94880 Dates and Times TRUE
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+## 4285 94880 Logic TRUE
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+## 4292 94880 Missing Values TRUE
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+## 4294 94880 Subsetting Vectors TRUE
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+## 4296 94880 Dates and Times TRUE
+## 4297 94880 Missing Values FALSE
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+## 4301 94880 Subsetting Vectors TRUE
+## 4302 94880 Missing Values TRUE
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+## 4304 94880 Dates and Times FALSE
+## 4305 94880 Subsetting Vectors TRUE
+## 4306 94880 Dates and Times TRUE
+## 4307 46250 Workspace and Files TRUE
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+## 4309 46250 Logic TRUE
+## 4310 46250 Missing Values TRUE
+## 4311 46250 Logic TRUE
+## 4312 46250 Subsetting Vectors TRUE
+## 4313 46250 Workspace and Files TRUE
+## 4314 46250 Workspace and Files FALSE
+## 4315 46250 Missing Values TRUE
+## 4316 46250 Workspace and Files FALSE
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+## 4319 46250 Dates and Times TRUE
+## 4320 46250 Logic TRUE
+## 4321 46250 Missing Values TRUE
+## 4322 46250 Logic TRUE
+## 4323 46250 Functions TRUE
+## 4324 46250 Subsetting Vectors <NA>
+## 4325 46250 Vectors TRUE
+## 4326 46250 Subsetting Vectors TRUE
+## 4327 46250 Basic Building Blocks TRUE
+## 4328 46250 Subsetting Vectors TRUE
+## 4329 46250 Subsetting Vectors TRUE
+## 4330 46250 Workspace and Files TRUE
+## 4331 46250 Workspace and Files TRUE
+## 4332 46250 Logic TRUE
+## 4333 46250 Workspace and Files TRUE
+## 4334 46250 Subsetting Vectors TRUE
+## 4335 46250 Workspace and Files TRUE
+## 4336 46250 Subsetting Vectors TRUE
+## 4337 46250 Basic Building Blocks TRUE
+## 4338 46250 Basic Building Blocks TRUE
+## 4339 46250 Workspace and Files TRUE
+## 4340 46250 Subsetting Vectors TRUE
+## 4341 46250 Logic TRUE
+## 4342 46250 Basic Building Blocks FALSE
+## 4343 46250 Subsetting Vectors TRUE
+## 4344 46250 Subsetting Vectors TRUE
+## 4345 46250 Basic Building Blocks FALSE
+## 4346 46250 Basic Building Blocks TRUE
+## 4347 46250 Subsetting Vectors TRUE
+## 4348 46250 Subsetting Vectors TRUE
+## 4349 46250 Dates and Times TRUE
+## 4350 46250 Vectors TRUE
+## 4351 46250 Vectors TRUE
+## 4352 46250 Basic Building Blocks TRUE
+## 4353 46250 Logic TRUE
+## 4354 46250 Workspace and Files TRUE
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+## 4356 46250 Basic Building Blocks TRUE
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+## 4358 46250 Functions TRUE
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+## 4360 46250 Subsetting Vectors TRUE
+## 4361 46250 Dates and Times TRUE
+## 4362 46250 Basic Building Blocks TRUE
+## 4363 46250 Subsetting Vectors TRUE
+## 4364 46250 Functions TRUE
+## 4365 46250 Functions TRUE
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+## 4367 46250 Vectors <NA>
+## 4368 46250 Functions TRUE
+## 4369 46250 Workspace and Files TRUE
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+## 4379 46250 Vectors TRUE
+## 4380 46250 Basic Building Blocks <NA>
+## 4381 46250 Logic TRUE
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+## 4383 46250 Workspace and Files TRUE
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+## 4388 46250 Subsetting Vectors TRUE
+## 4389 46250 Vectors TRUE
+## 4390 46250 Logic FALSE
+## 4391 46250 Logic FALSE
+## 4392 46250 Vectors TRUE
+## 4393 46250 Logic TRUE
+## 4394 46250 Vectors TRUE
+## 4395 46250 Vectors TRUE
+## 4396 46250 Logic TRUE
+## 4397 46250 Vectors TRUE
+## 4398 46250 Vectors TRUE
+## 4399 46250 Vectors TRUE
+## 4400 46250 Workspace and Files FALSE
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+## 4402 46250 Functions TRUE
+## 4403 46250 Functions TRUE
+## 4404 46250 Vectors TRUE
+## 4405 46250 Dates and Times TRUE
+## 4406 46250 Basic Building Blocks TRUE
+## 4407 46250 Basic Building Blocks TRUE
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+## 4416 46250 Missing Values TRUE
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+## 4421 46250 Subsetting Vectors TRUE
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+## 4423 46250 Logic FALSE
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+## 4431 46250 Workspace and Files TRUE
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+## 4434 46250 Subsetting Vectors FALSE
+## 4435 46250 Subsetting Vectors FALSE
+## 4436 46250 Vectors TRUE
+## 4437 46250 Subsetting Vectors TRUE
+## 4438 46250 Subsetting Vectors FALSE
+## 4439 46250 Subsetting Vectors TRUE
+## 4440 46250 Workspace and Files TRUE
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+## 4442 46250 Subsetting Vectors TRUE
+## 4443 46250 Vectors TRUE
+## 4444 46250 Dates and Times FALSE
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+## 4446 46250 Logic TRUE
+## 4447 46250 Logic TRUE
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+## 4457 46250 Subsetting Vectors FALSE
+## 4458 46250 Vectors TRUE
+## 4459 46250 Logic FALSE
+## 4460 46250 Subsetting Vectors TRUE
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+## 4465 46250 Missing Values TRUE
+## 4466 46250 Logic TRUE
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+## 4470 46250 Vectors TRUE
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+## 4473 46250 Vectors TRUE
+## 4474 46250 Functions TRUE
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+## 4476 46250 Subsetting Vectors TRUE
+## 4477 46250 Basic Building Blocks TRUE
+## 4478 46250 Logic TRUE
+## 4479 46250 Logic TRUE
+## 4480 46250 Vectors TRUE
+## 4481 46250 Vectors TRUE
+## 4482 46250 Vectors TRUE
+## 4483 46250 Subsetting Vectors TRUE
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+## 4488 46250 Vectors TRUE
+## 4489 46250 Vectors TRUE
+## 4490 46250 Vectors TRUE
+## 4491 46250 Workspace and Files TRUE
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+## 4493 46250 Missing Values TRUE
+## 4494 46250 Missing Values TRUE
+## 4495 46250 Dates and Times TRUE
+## 4496 46250 Basic Building Blocks TRUE
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+## 4499 46250 Vectors TRUE
+## 4500 46250 Basic Building Blocks TRUE
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+## 4502 46250 Functions TRUE
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+## 4506 46250 Missing Values TRUE
+## 4507 46250 Missing Values TRUE
+## 4508 46250 Subsetting Vectors TRUE
+## 4509 46250 Missing Values <NA>
+## 4510 46250 Logic TRUE
+## 4511 46250 Functions TRUE
+## 4512 46250 Functions TRUE
+## 4513 46250 Functions TRUE
+## 4514 46250 Functions TRUE
+## 4515 46250 Workspace and Files TRUE
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+## 4518 46250 Vectors TRUE
+## 4519 46250 Vectors TRUE
+## 4520 46250 Basic Building Blocks TRUE
+## 4521 46250 Basic Building Blocks TRUE
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+## 4523 46250 Subsetting Vectors TRUE
+## 4524 46250 Dates and Times TRUE
+## 4525 46250 Logic TRUE
+## 4526 46250 Logic TRUE
+## 4527 46250 Logic TRUE
+## 4528 46250 Functions TRUE
+## 4529 46250 Vectors TRUE
+## 4530 46250 Functions TRUE
+## 4531 46250 Vectors TRUE
+## 4532 46250 Basic Building Blocks TRUE
+## 4533 46250 Dates and Times TRUE
+## 4534 46250 Dates and Times TRUE
+## 4535 46250 Functions TRUE
+## 4536 46250 Logic TRUE
+## 4537 46250 Functions TRUE
+## 4538 46250 Dates and Times TRUE
+## 4539 46250 Dates and Times TRUE
+## 4540 46250 Dates and Times TRUE
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+## 4542 46250 Dates and Times TRUE
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+## 4544 46250 Functions TRUE
+## 4545 46250 Dates and Times TRUE
+## 4546 46250 Missing Values TRUE
+## 4547 46250 Subsetting Vectors TRUE
+## 4548 46250 Dates and Times TRUE
+## 4549 46250 Dates and Times FALSE
+## 4550 46250 Dates and Times TRUE
+## 4551 46250 Dates and Times TRUE
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+## 4553 46250 Basic Building Blocks TRUE
+## 4554 46250 Dates and Times FALSE
+## 4555 46250 Dates and Times TRUE
+## 4556 46250 Basic Building Blocks TRUE
+## 4557 46250 Dates and Times FALSE
+## 4558 46250 Dates and Times TRUE
+## 4559 46250 Functions TRUE
+## 4560 46250 Dates and Times TRUE
+## 4561 46250 Dates and Times TRUE
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+## 4564 46250 Dates and Times TRUE
+## 4565 46250 Dates and Times TRUE
+## 4566 46250 Dates and Times TRUE
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+## 4568 92108 Logic TRUE
+## 4569 92108 Basic Building Blocks TRUE
+## 4570 92108 Logic TRUE
+## 4571 92108 Logic TRUE
+## 4572 92108 Basic Building Blocks TRUE
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+## 4574 92108 Logic TRUE
+## 4575 92108 Logic TRUE
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+## 4578 92108 Workspace and Files TRUE
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+## 4580 92108 Workspace and Files TRUE
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+## 4583 92108 Basic Building Blocks TRUE
+## 4584 92108 Logic TRUE
+## 4585 92108 Logic TRUE
+## 4586 92108 Workspace and Files TRUE
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+## 4588 92108 Logic TRUE
+## 4589 92108 Logic TRUE
+## 4590 92108 Basic Building Blocks TRUE
+## 4591 92108 Dates and Times TRUE
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+## 4593 92108 Workspace and Files TRUE
+## 4594 92108 Vectors TRUE
+## 4595 92108 Vectors TRUE
+## 4596 92108 Workspace and Files TRUE
+## 4597 92108 Basic Building Blocks TRUE
+## 4598 92108 Basic Building Blocks TRUE
+## 4599 92108 Vectors TRUE
+## 4600 92108 Subsetting Vectors TRUE
+## 4601 92108 Missing Values TRUE
+## 4602 92108 Basic Building Blocks TRUE
+## 4603 92108 Basic Building Blocks TRUE
+## 4604 92108 Basic Building Blocks TRUE
+## 4605 92108 Dates and Times TRUE
+## 4606 92108 Dates and Times FALSE
+## 4607 92108 Dates and Times TRUE
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+## 4609 92108 Basic Building Blocks TRUE
+## 4610 92108 Dates and Times TRUE
+## 4611 92108 Dates and Times TRUE
+## 4612 92108 Logic TRUE
+## 4613 92108 Dates and Times TRUE
+## 4614 92108 Subsetting Vectors TRUE
+## 4615 92108 Subsetting Vectors TRUE
+## 4616 92108 Missing Values TRUE
+## 4617 92108 Workspace and Files FALSE
+## 4618 92108 Basic Building Blocks TRUE
+## 4619 92108 Dates and Times TRUE
+## 4620 92108 Basic Building Blocks TRUE
+## 4621 92108 Dates and Times TRUE
+## 4622 92108 Workspace and Files TRUE
+## 4623 92108 Basic Building Blocks TRUE
+## 4624 92108 Workspace and Files TRUE
+## 4625 92108 Dates and Times TRUE
+## 4626 92108 Logic TRUE
+## 4627 92108 Dates and Times TRUE
+## 4628 92108 Dates and Times FALSE
+## 4629 92108 Dates and Times TRUE
+## 4630 92108 Basic Building Blocks TRUE
+## 4631 92108 Missing Values FALSE
+## 4632 92108 Workspace and Files TRUE
+## 4633 92108 Dates and Times TRUE
+## 4634 92108 Vectors TRUE
+## 4635 92108 Basic Building Blocks TRUE
+## 4636 92108 Basic Building Blocks <NA>
+## 4637 92108 Logic TRUE
+## 4638 92108 Logic TRUE
+## 4639 92108 Logic TRUE
+## 4640 92108 Logic TRUE
+## 4641 92108 Dates and Times TRUE
+## 4642 92108 Basic Building Blocks TRUE
+## 4643 92108 Subsetting Vectors FALSE
+## 4644 92108 Subsetting Vectors FALSE
+## 4645 92108 Subsetting Vectors TRUE
+## 4646 92108 Subsetting Vectors TRUE
+## 4647 92108 Subsetting Vectors TRUE
+## 4648 92108 Basic Building Blocks TRUE
+## 4649 92108 Dates and Times TRUE
+## 4650 92108 Dates and Times TRUE
+## 4651 92108 Logic TRUE
+## 4652 92108 Dates and Times TRUE
+## 4653 92108 Subsetting Vectors TRUE
+## 4654 92108 Workspace and Files TRUE
+## 4655 92108 Workspace and Files TRUE
+## 4656 92108 Basic Building Blocks TRUE
+## 4657 92108 Dates and Times TRUE
+## 4658 92108 Logic FALSE
+## 4659 92108 Basic Building Blocks TRUE
+## 4660 92108 Basic Building Blocks TRUE
+## 4661 92108 Basic Building Blocks TRUE
+## 4662 92108 Vectors TRUE
+## 4663 92108 Workspace and Files TRUE
+## 4664 92108 Logic TRUE
+## 4665 92108 Subsetting Vectors TRUE
+## 4666 92108 Workspace and Files TRUE
+## 4667 92108 Vectors TRUE
+## 4668 92108 Dates and Times TRUE
+## 4669 92108 Logic TRUE
+## 4670 92108 Logic TRUE
+## 4671 92108 Dates and Times TRUE
+## 4672 92108 Subsetting Vectors FALSE
+## 4673 92108 Subsetting Vectors TRUE
+## 4674 92108 Missing Values TRUE
+## 4675 92108 Missing Values TRUE
+## 4676 92108 Workspace and Files TRUE
+## 4677 92108 Workspace and Files TRUE
+## 4678 92108 Workspace and Files FALSE
+## 4679 92108 Vectors TRUE
+## 4680 92108 Missing Values TRUE
+## 4681 92108 Missing Values TRUE
+## 4682 92108 Vectors FALSE
+## 4683 92108 Vectors TRUE
+## 4684 92108 Logic FALSE
+## 4685 92108 Logic TRUE
+## 4686 92108 Dates and Times TRUE
+## 4687 92108 Dates and Times FALSE
+## 4688 92108 Dates and Times TRUE
+## 4689 92108 Dates and Times TRUE
+## 4690 92108 Vectors TRUE
+## 4691 92108 Dates and Times TRUE
+## 4692 92108 Subsetting Vectors <NA>
+## 4693 92108 Subsetting Vectors TRUE
+## 4694 92108 Subsetting Vectors TRUE
+## 4695 92108 Missing Values TRUE
+## 4696 92108 Missing Values TRUE
+## 4697 92108 Workspace and Files TRUE
+## 4698 92108 Dates and Times TRUE
+## 4699 92108 Dates and Times TRUE
+## 4700 92108 Dates and Times TRUE
+## 4701 92108 Dates and Times TRUE
+## 4702 92108 Logic TRUE
+## 4703 92108 Logic TRUE
+## 4704 92108 Subsetting Vectors TRUE
+## 4705 92108 Vectors TRUE
+## 4706 92108 Missing Values FALSE
+## 4707 92108 Subsetting Vectors TRUE
+## 4708 92108 Dates and Times TRUE
+## 4709 92108 Basic Building Blocks TRUE
+## 4710 92108 Logic TRUE
+## 4711 92108 Logic TRUE
+## 4712 92108 Logic TRUE
+## 4713 92108 Logic FALSE
+## 4714 92108 Logic TRUE
+## 4715 92108 Logic TRUE
+## 4716 92108 Logic TRUE
+## 4717 92108 Subsetting Vectors TRUE
+## 4718 92108 Missing Values TRUE
+## 4719 92108 Logic TRUE
+## 4720 92108 Vectors TRUE
+## 4721 92108 Subsetting Vectors TRUE
+## 4722 92108 Vectors TRUE
+## 4723 92108 Logic TRUE
+## 4724 92108 Subsetting Vectors TRUE
+## 4725 92108 Logic TRUE
+## 4726 92108 Logic TRUE
+## 4727 92108 Logic FALSE
+## 4728 92108 Logic TRUE
+## 4729 92108 Vectors FALSE
+## 4730 92108 Missing Values <NA>
+## 4731 92108 Vectors TRUE
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+## 4733 92108 Missing Values TRUE
+## 4734 92108 Workspace and Files TRUE
+## 4735 92108 Workspace and Files FALSE
+## 4736 92108 Workspace and Files TRUE
+## 4737 92108 Vectors TRUE
+## 4738 92108 Workspace and Files TRUE
+## 4739 92108 Workspace and Files TRUE
+## 4740 92108 Subsetting Vectors TRUE
+## 4741 92108 Workspace and Files TRUE
+## 4742 92108 Subsetting Vectors TRUE
+## 4743 92108 Subsetting Vectors TRUE
+## 4744 92108 Vectors TRUE
+## 4745 92108 Subsetting Vectors TRUE
+## 4746 92108 Vectors TRUE
+## 4747 92108 Vectors TRUE
+## 4748 92108 Vectors TRUE
+## 4749 92108 Missing Values TRUE
+## 4750 92108 Missing Values TRUE
+## 4751 92108 Missing Values TRUE
+## 4752 92108 Logic TRUE
+## 4753 92108 Workspace and Files TRUE
+## 4754 92108 Subsetting Vectors TRUE
+## 4755 92108 Subsetting Vectors TRUE
+## 4756 92108 Missing Values FALSE
+## 4757 92108 Subsetting Vectors TRUE
+## 4758 92108 Subsetting Vectors TRUE
+## 4759 92108 Subsetting Vectors TRUE
+## 4760 92108 Missing Values TRUE
+## 4761 92108 Subsetting Vectors TRUE
+## 4762 12264 Manipulating Data with dplyr FALSE
+## 4763 12264 Matrices and Data Frames FALSE
+## 4764 12264 Manipulating Data with dplyr TRUE
+## 4765 12264 Manipulating Data with dplyr TRUE
+## 4766 12264 Functions TRUE
+## 4767 12264 Tidying Data with tidyr TRUE
+## 4768 12264 Manipulating Data with dplyr FALSE
+## 4769 12264 Manipulating Data with dplyr TRUE
+## 4770 12264 Manipulating Data with dplyr TRUE
+## 4771 12264 Matrices and Data Frames TRUE
+## 4772 12264 Manipulating Data with dplyr TRUE
+## 4773 12264 Manipulating Data with dplyr TRUE
+## 4774 12264 Manipulating Data with dplyr FALSE
+## 4775 12264 Functions FALSE
+## 4776 12264 Tidying Data with tidyr FALSE
+## 4777 12264 Tidying Data with tidyr FALSE
+## 4778 12264 Tidying Data with tidyr TRUE
+## 4779 12264 Tidying Data with tidyr TRUE
+## 4780 12264 Manipulating Data with dplyr TRUE
+## 4781 12264 Tidying Data with tidyr FALSE
+## 4782 12264 Manipulating Data with dplyr TRUE
+## 4783 12264 Functions FALSE
+## 4784 12264 Manipulating Data with dplyr TRUE
+## 4785 12264 Manipulating Data with dplyr TRUE
+## 4786 12264 Manipulating Data with dplyr FALSE
+## 4787 12264 Tidying Data with tidyr FALSE
+## 4788 12264 Manipulating Data with dplyr TRUE
+## 4789 12264 Functions TRUE
+## 4790 12264 Functions FALSE
+## 4791 12264 Matrices and Data Frames TRUE
+## 4792 12264 Matrices and Data Frames TRUE
+## 4793 12264 Tidying Data with tidyr TRUE
+## 4794 12264 Manipulating Data with dplyr TRUE
+## 4795 12264 Manipulating Data with dplyr TRUE
+## 4796 12264 Matrices and Data Frames FALSE
+## 4797 12264 Tidying Data with tidyr FALSE
+## 4798 12264 Manipulating Data with dplyr TRUE
+## 4799 12264 Functions TRUE
+## 4800 12264 Functions TRUE
+## 4801 12264 Tidying Data with tidyr TRUE
+## 4802 12264 Manipulating Data with dplyr TRUE
+## 4803 12264 Tidying Data with tidyr TRUE
+## 4804 12264 Manipulating Data with dplyr FALSE
+## 4805 12264 Matrices and Data Frames <NA>
+## 4806 12264 Manipulating Data with dplyr TRUE
+## 4807 12264 Manipulating Data with dplyr TRUE
+## 4808 12264 Manipulating Data with dplyr TRUE
+## 4809 12264 Manipulating Data with dplyr TRUE
+## 4810 12264 Tidying Data with tidyr FALSE
+## 4811 12264 Manipulating Data with dplyr TRUE
+## 4812 12264 Manipulating Data with dplyr TRUE
+## 4813 12264 Functions TRUE
+## 4814 12264 Manipulating Data with dplyr TRUE
+## 4815 12264 Manipulating Data with dplyr TRUE
+## 4816 12264 Matrices and Data Frames TRUE
+## 4817 12264 Matrices and Data Frames TRUE
+## 4818 12264 Functions TRUE
+## 4819 12264 Manipulating Data with dplyr FALSE
+## 4820 12264 Tidying Data with tidyr FALSE
+## 4821 12264 Tidying Data with tidyr FALSE
+## 4822 12264 Tidying Data with tidyr TRUE
+## 4823 12264 Functions TRUE
+## 4824 12264 Manipulating Data with dplyr TRUE
+## 4825 12264 Tidying Data with tidyr TRUE
+## 4826 12264 Manipulating Data with dplyr FALSE
+## 4827 12264 Functions TRUE
+## 4828 12264 Manipulating Data with dplyr TRUE
+## 4829 12264 Manipulating Data with dplyr TRUE
+## 4830 12264 Manipulating Data with dplyr TRUE
+## 4831 12264 Manipulating Data with dplyr FALSE
+## 4832 12264 Functions TRUE
+## 4833 12264 Manipulating Data with dplyr TRUE
+## 4834 12264 Tidying Data with tidyr FALSE
+## 4835 12264 Manipulating Data with dplyr TRUE
+## 4836 12264 Manipulating Data with dplyr TRUE
+## 4837 12264 Tidying Data with tidyr TRUE
+## 4838 12264 Tidying Data with tidyr TRUE
+## 4839 12264 Tidying Data with tidyr TRUE
+## 4840 12264 Manipulating Data with dplyr TRUE
+## 4841 12264 Tidying Data with tidyr TRUE
+## 4842 12264 Matrices and Data Frames TRUE
+## 4843 12264 Tidying Data with tidyr TRUE
+## 4844 12264 Matrices and Data Frames TRUE
+## 4845 12264 Functions TRUE
+## 4846 12264 Functions FALSE
+## 4847 12264 Matrices and Data Frames TRUE
+## 4848 12264 Functions TRUE
+## 4849 12264 Tidying Data with tidyr FALSE
+## 4850 12264 Tidying Data with tidyr FALSE
+## 4851 12264 Matrices and Data Frames TRUE
+## 4852 12264 Matrices and Data Frames TRUE
+## 4853 12264 Matrices and Data Frames TRUE
+## 4854 12264 Tidying Data with tidyr TRUE
+## 4855 12264 Matrices and Data Frames TRUE
+## 4856 12264 Matrices and Data Frames TRUE
+## 4857 12264 Tidying Data with tidyr TRUE
+## 4858 12264 Tidying Data with tidyr TRUE
+## 4859 12264 Manipulating Data with dplyr <NA>
+## 4860 12264 Tidying Data with tidyr TRUE
+## 4861 12264 Manipulating Data with dplyr TRUE
+## 4862 12264 Tidying Data with tidyr FALSE
+## 4863 12264 Manipulating Data with dplyr TRUE
+## 4864 12264 Functions TRUE
+## 4865 12264 Functions TRUE
+## 4866 12264 Functions TRUE
+## 4867 12264 Functions TRUE
+## 4868 12264 Matrices and Data Frames FALSE
+## 4869 12264 Matrices and Data Frames TRUE
+## 4870 12264 Matrices and Data Frames TRUE
+## 4871 12264 Functions TRUE
+## 4872 12264 Tidying Data with tidyr TRUE
+## 4873 12264 Tidying Data with tidyr FALSE
+## 4874 12264 Manipulating Data with dplyr FALSE
+## 4875 12264 Matrices and Data Frames TRUE
+## 4876 12264 Tidying Data with tidyr FALSE
+## 4877 12264 Functions TRUE
+## 4878 12264 Functions TRUE
+## 4879 12264 Functions TRUE
+## 4880 12264 Manipulating Data with dplyr FALSE
+## 4881 12264 Manipulating Data with dplyr TRUE
+## 4882 12264 Tidying Data with tidyr <NA>
+## 4883 12264 Matrices and Data Frames FALSE
+## 4884 12264 Matrices and Data Frames TRUE
+## 4885 12264 Functions <NA>
+## 4886 12264 Tidying Data with tidyr TRUE
+## 4887 12264 Functions TRUE
+## 4888 12264 Manipulating Data with dplyr FALSE
+## 4889 12264 Functions TRUE
+## 4890 12264 Functions FALSE
+## 4891 12264 Tidying Data with tidyr TRUE
+## 4892 12264 Tidying Data with tidyr TRUE
+## 4893 12264 Matrices and Data Frames TRUE
+## 4894 12264 Manipulating Data with dplyr TRUE
+## 4895 12264 Tidying Data with tidyr TRUE
+## 4896 12264 Functions TRUE
+## 4897 12264 Functions TRUE
+## 4898 12264 Tidying Data with tidyr FALSE
+## 4899 12264 Tidying Data with tidyr TRUE
+## 4900 12264 Manipulating Data with dplyr TRUE
+## 4901 12264 Matrices and Data Frames TRUE
+## 4902 12264 Matrices and Data Frames TRUE
+## 4903 12264 Matrices and Data Frames TRUE
+## 4904 12264 Manipulating Data with dplyr TRUE
+## 4905 12264 Manipulating Data with dplyr FALSE
+## 4906 12264 Tidying Data with tidyr TRUE
+## 4907 12264 Functions FALSE
+## 4908 12264 Matrices and Data Frames FALSE
+## 4909 12264 Tidying Data with tidyr FALSE
+## 4910 12264 Matrices and Data Frames TRUE
+## 4911 12264 Tidying Data with tidyr FALSE
+## 4912 12264 Functions FALSE
+## 4913 12264 Tidying Data with tidyr TRUE
+## 4914 12264 Manipulating Data with dplyr TRUE
+## 4915 12264 Functions TRUE
+## 4916 12264 Manipulating Data with dplyr TRUE
+## 4917 12264 Manipulating Data with dplyr TRUE
+## 4918 12264 Functions FALSE
+## 4919 12264 Functions TRUE
+## 4920 12264 Tidying Data with tidyr TRUE
+## 4921 12264 Matrices and Data Frames TRUE
+## 4922 12264 Functions FALSE
+## 4923 12264 Tidying Data with tidyr FALSE
+## 4924 12264 Functions FALSE
+## 4925 12264 Functions TRUE
+## 4926 12264 Tidying Data with tidyr TRUE
+## 4927 12264 Tidying Data with tidyr TRUE
+## 4928 12264 Functions FALSE
+## 4929 12264 Functions TRUE
+## 4930 12264 Functions FALSE
+## 4931 12264 Functions TRUE
+## 4932 12264 Functions FALSE
+## 4933 12264 Functions FALSE
+## 4934 12264 Tidying Data with tidyr TRUE
+## 4935 12264 Tidying Data with tidyr TRUE
+## 4936 12264 Tidying Data with tidyr TRUE
+## 4937 12264 Tidying Data with tidyr TRUE
+## 4938 77484 Matrices and Data Frames TRUE
+## 4939 77484 Manipulating Data with dplyr FALSE
+## 4940 77484 Tidying Data with tidyr TRUE
+## 4941 77484 Manipulating Data with dplyr TRUE
+## 4942 77484 Tidying Data with tidyr TRUE
+## 4943 77484 Manipulating Data with dplyr TRUE
+## 4944 77484 Tidying Data with tidyr FALSE
+## 4945 77484 Tidying Data with tidyr FALSE
+## 4946 77484 Matrices and Data Frames TRUE
+## 4947 77484 Matrices and Data Frames TRUE
+## 4948 77484 Manipulating Data with dplyr TRUE
+## 4949 77484 Manipulating Data with dplyr <NA>
+## 4950 77484 Manipulating Data with dplyr TRUE
+## 4951 77484 Manipulating Data with dplyr TRUE
+## 4952 77484 Matrices and Data Frames TRUE
+## 4953 77484 Manipulating Data with dplyr TRUE
+## 4954 77484 Grouping and Chaining with dplyr TRUE
+## 4955 77484 Tidying Data with tidyr FALSE
+## 4956 77484 Manipulating Data with dplyr TRUE
+## 4957 77484 Manipulating Data with dplyr TRUE
+## 4958 77484 Matrices and Data Frames TRUE
+## 4959 77484 Grouping and Chaining with dplyr TRUE
+## 4960 77484 Matrices and Data Frames TRUE
+## 4961 77484 Matrices and Data Frames TRUE
+## 4962 77484 Grouping and Chaining with dplyr TRUE
+## 4963 77484 Matrices and Data Frames TRUE
+## 4964 77484 Tidying Data with tidyr TRUE
+## 4965 77484 Grouping and Chaining with dplyr TRUE
+## 4966 77484 Grouping and Chaining with dplyr TRUE
+## 4967 77484 Grouping and Chaining with dplyr TRUE
+## 4968 77484 Grouping and Chaining with dplyr <NA>
+## 4969 77484 Grouping and Chaining with dplyr TRUE
+## 4970 77484 Matrices and Data Frames TRUE
+## 4971 77484 Tidying Data with tidyr TRUE
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+## 4973 77484 Matrices and Data Frames TRUE
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+## 4975 77484 Manipulating Data with dplyr TRUE
+## 4976 77484 Manipulating Data with dplyr TRUE
+## 4977 77484 Tidying Data with tidyr TRUE
+## 4978 77484 Tidying Data with tidyr TRUE
+## 4979 77484 Tidying Data with tidyr TRUE
+## 4980 77484 Grouping and Chaining with dplyr TRUE
+## 4981 77484 Grouping and Chaining with dplyr TRUE
+## 4982 77484 Grouping and Chaining with dplyr TRUE
+## 4983 77484 Grouping and Chaining with dplyr TRUE
+## 4984 77484 Tidying Data with tidyr TRUE
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+## 4986 77484 Manipulating Data with dplyr TRUE
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+## 5000 77484 Manipulating Data with dplyr FALSE
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+## 5010 77484 Manipulating Data with dplyr TRUE
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+## 5025 77484 Tidying Data with tidyr <NA>
+## 5026 77484 Matrices and Data Frames TRUE
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+## 5028 77484 Matrices and Data Frames TRUE
+## 5029 77484 Matrices and Data Frames TRUE
+## 5030 77484 Matrices and Data Frames FALSE
+## 5031 77484 Matrices and Data Frames FALSE
+## 5032 77484 Matrices and Data Frames TRUE
+## 5033 77484 Matrices and Data Frames TRUE
+## 5034 77484 Matrices and Data Frames TRUE
+## 5035 77484 Looking at Data FALSE
+## 5036 77484 Looking at Data FALSE
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+## 5038 77484 Matrices and Data Frames TRUE
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+## 5040 77484 Matrices and Data Frames FALSE
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+## 5046 77484 Tidying Data with tidyr FALSE
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+## 5705 35235 Basic Building Blocks TRUE
+## 5706 35235 Basic Building Blocks TRUE
+## 5707 35235 Basic Building Blocks TRUE
+## 5708 35235 Basic Building Blocks TRUE
+## 5709 35235 Basic Building Blocks FALSE
+## 5710 35235 Basic Building Blocks TRUE
+## 5711 35235 Basic Building Blocks TRUE
+## 5712 35235 Basic Building Blocks TRUE
+## 5713 35235 Basic Building Blocks TRUE
+## 5714 35235 Basic Building Blocks TRUE
+## 5715 35235 Basic Building Blocks TRUE
+## 5716 35235 Basic Building Blocks TRUE
+## 5717 35235 Basic Building Blocks TRUE
+## 5718 35235 Basic Building Blocks TRUE
+## 5719 35235 Basic Building Blocks TRUE
+## 5720 35235 Basic Building Blocks FALSE
+## 5721 35235 Basic Building Blocks TRUE
+## 5722 35235 Basic Building Blocks TRUE
+## 5723 35235 Basic Building Blocks TRUE
+## 5724 35235 Basic Building Blocks FALSE
+## 5725 35235 Basic Building Blocks TRUE-
+
- Convert the
correctvariable so thatTRUEis coded as the number1andFALSEis coded as0
+
DF4$correct <- as.logical(DF4$correct)
+class(DF4$correct)## [1] "logical" DF4_log <- DF4 %>% mutate_if(is.logical,as.numeric)
+
+ DF4_log## hash lesson_name correct
+## 1 30802 Dates and Times 1
+## 2 30802 Functions 1
+## 3 30802 Basic Building Blocks 1
+## 4 30802 Dates and Times 1
+## 5 30802 Dates and Times 1
+## 6 30802 Workspace and Files 1
+## 7 30802 Functions 1
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+## 9 30802 Dates and Times 1
+## 10 30802 Dates and Times 1
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+## 22 30802 Dates and Times 1
+## 23 30802 Dates and Times 1
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+## 32 30802 Workspace and Files 1
+## 33 30802 Subsetting Vectors 1
+## 34 30802 Dates and Times 1
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+## 36 30802 Dates and Times 1
+## 37 30802 Dates and Times 1
+## 38 30802 Vectors 1
+## 39 30802 Subsetting Vectors 1
+## 40 30802 Subsetting Vectors 1
+## 41 30802 Basic Building Blocks 1
+## 42 30802 Dates and Times 1
+## 43 30802 Dates and Times NA
+## 44 30802 Basic Building Blocks 1
+## 45 30802 Subsetting Vectors 1
+## 46 30802 Logic 1
+## 47 30802 Workspace and Files 1
+## 48 30802 Subsetting Vectors 1
+## 49 30802 Logic 0
+## 50 30802 Logic 1
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+## 77 30802 Dates and Times 1
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+## 79 30802 Functions 1
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+## 81 30802 Logic 1
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+## 83 30802 Missing Values 1
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+## 94 30802 Vectors 1
+## 95 30802 Workspace and Files 1
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+## 97 30802 Functions NA
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+## 100 30802 Workspace and Files 1
+## 101 30802 Missing Values 1
+## 102 30802 Workspace and Files 1
+## 103 30802 Workspace and Files 1
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+## 105 30802 Workspace and Files 1
+## 106 30802 Workspace and Files 1
+## 107 30802 Dates and Times 1
+## 108 30802 Subsetting Vectors NA
+## 109 30802 Workspace and Files 1
+## 110 30802 Workspace and Files 1
+## 111 30802 Logic 1
+## 112 30802 Logic 1
+## 113 30802 Logic 1
+## 114 30802 Dates and Times 1
+## 115 30802 Subsetting Vectors 1
+## 116 30802 Subsetting Vectors 1
+## 117 30802 Subsetting Vectors 1
+## 118 30802 Subsetting Vectors 1
+## 119 30802 Vectors 1
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+## 134 30802 Basic Building Blocks 1
+## 135 30802 Basic Building Blocks 1
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+## 139 30802 Missing Values NA
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+## 144 30802 Logic 1
+## 145 30802 Logic 1
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+## 149 30802 Logic 1
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+## 158 30802 Vectors 1
+## 159 30802 Missing Values 1
+## 160 30802 Functions 1
+## 161 30802 Functions 1
+## 162 30802 Functions 1
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+## 165 30802 Functions 1
+## 166 30802 Functions 1
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+## 171 30802 Functions 1
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+## 200 30802 Functions 1
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+## 210 30802 Basic Building Blocks 1
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+## 231 78719 Tidying Data with tidyr 1
+## 232 78719 Tidying Data with tidyr 1
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+## 242 78719 Tidying Data with tidyr 1
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+## 337 78719 Manipulating Data with dplyr 1
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+## 5610 34362 Basic Building Blocks 1
+## 5611 34362 Basic Building Blocks 1
+## 5612 34362 Dates and Times 0
+## 5613 34362 Dates and Times 1
+## 5614 34362 Functions 0
+## 5615 34362 Functions 1
+## 5616 34362 Functions 0
+## 5617 34362 Functions 1
+## 5618 34362 Functions 1
+## 5619 34362 Functions 0
+## 5620 34362 Functions 1
+## 5621 34362 Functions 1
+## 5622 34362 Functions 0
+## 5623 34362 Functions 0
+## 5624 34362 Workspace and Files 1
+## 5625 34362 Workspace and Files 1
+## 5626 34362 Workspace and Files 1
+## 5627 34362 Workspace and Files 1
+## 5628 34362 Workspace and Files 0
+## 5629 34362 Workspace and Files 0
+## 5630 34362 Workspace and Files 0
+## 5631 34362 Workspace and Files 1
+## 5632 34362 Workspace and Files 1
+## 5633 34362 Workspace and Files 1
+## 5634 34362 Workspace and Files 1
+## 5635 34362 Workspace and Files 1
+## 5636 34362 Workspace and Files 1
+## 5637 34362 Workspace and Files 1
+## 5638 34362 Workspace and Files 0
+## 5639 34362 Workspace and Files 1
+## 5640 34362 Basic Building Blocks 1
+## 5641 34362 Basic Building Blocks 1
+## 5642 34362 Basic Building Blocks 1
+## 5643 34362 Basic Building Blocks 1
+## 5644 34362 Basic Building Blocks 1
+## 5645 34362 Basic Building Blocks 1
+## 5646 34362 Workspace and Files 1
+## 5647 34362 Workspace and Files 1
+## 5648 34362 Workspace and Files 0
+## 5649 34362 Workspace and Files 1
+## 5650 34362 Workspace and Files 0
+## 5651 34362 Workspace and Files 1
+## 5652 34362 Basic Building Blocks 1
+## 5653 34362 Functions 1
+## 5654 34362 Dates and Times 1
+## 5655 34362 Dates and Times 0
+## 5656 34362 Basic Building Blocks 1
+## 5657 34362 Basic Building Blocks 1
+## 5658 34362 Dates and Times 1
+## 5659 34362 Basic Building Blocks 1
+## 5660 34362 Basic Building Blocks 1
+## 5661 34362 Basic Building Blocks 1
+## 5662 34362 Basic Building Blocks 1
+## 5663 34362 Basic Building Blocks 1
+## 5664 34362 Functions 0
+## 5665 34362 Functions 1
+## 5666 34362 Workspace and Files 1
+## 5667 34362 Workspace and Files 1
+## 5668 34362 Workspace and Files NA
+## 5669 34362 Dates and Times 1
+## 5670 34362 Dates and Times 1
+## 5671 34362 Workspace and Files 1
+## 5672 34362 Dates and Times 1
+## 5673 34362 Dates and Times 1
+## 5674 34362 Dates and Times 1
+## 5675 34362 Dates and Times 1
+## 5676 34362 Dates and Times 1
+## 5677 34362 Dates and Times NA
+## 5678 34362 Basic Building Blocks 1
+## 5679 34362 Logic NA
+## 5680 34362 Workspace and Files 1
+## 5681 34362 Workspace and Files 1
+## 5682 34362 Functions 0
+## 5683 34362 Workspace and Files 1
+## 5684 34362 Functions 1
+## 5685 34362 Functions 0
+## 5686 34362 Functions 0
+## 5687 34362 Functions 0
+## 5688 34362 Functions 1
+## 5689 34362 Functions 1
+## 5690 34362 Functions 1
+## 5691 34362 Functions NA
+## 5692 34362 Functions 0
+## 5693 34362 Basic Building Blocks NA
+## 5694 34362 Functions 1
+## 5695 34362 Workspace and Files 1
+## 5696 34362 Functions 1
+## 5697 34362 Functions 1
+## 5698 34362 Functions 0
+## 5699 34362 Functions 0
+## 5700 35235 Basic Building Blocks NA
+## 5701 35235 Basic Building Blocks 1
+## 5702 35235 Basic Building Blocks 1
+## 5703 35235 Basic Building Blocks 1
+## 5704 35235 Basic Building Blocks 1
+## 5705 35235 Basic Building Blocks 1
+## 5706 35235 Basic Building Blocks 1
+## 5707 35235 Basic Building Blocks 1
+## 5708 35235 Basic Building Blocks 1
+## 5709 35235 Basic Building Blocks 0
+## 5710 35235 Basic Building Blocks 1
+## 5711 35235 Basic Building Blocks 1
+## 5712 35235 Basic Building Blocks 1
+## 5713 35235 Basic Building Blocks 1
+## 5714 35235 Basic Building Blocks 1
+## 5715 35235 Basic Building Blocks 1
+## 5716 35235 Basic Building Blocks 1
+## 5717 35235 Basic Building Blocks 1
+## 5718 35235 Basic Building Blocks 1
+## 5719 35235 Basic Building Blocks 1
+## 5720 35235 Basic Building Blocks 0
+## 5721 35235 Basic Building Blocks 1
+## 5722 35235 Basic Building Blocks 1
+## 5723 35235 Basic Building Blocks 1
+## 5724 35235 Basic Building Blocks 0
+## 5725 35235 Basic Building Blocks 1-
+
- Create a new data frame called
DF5that provides a mean score for each student on each course
+
DF5 <- DF1 %>% filter(correct == TRUE) #did not get the mean but this is important for the extra credit. I'll explain myself in the next task.
+DF5## course_name lesson_name
+## 1 R Programming Dates and Times
+## 2 R Programming Functions
+## 3 R Programming Basic Building Blocks
+## 4 R Programming Dates and Times
+## 5 R Programming Dates and Times
+## 6 R Programming Workspace and Files
+## 7 R Programming Functions
+## 8 R Programming Dates and Times
+## 9 R Programming Dates and Times
+## 10 R Programming Dates and Times
+## 11 R Programming Basic Building Blocks
+## 12 R Programming Vectors
+## 13 R Programming Basic Building Blocks
+## 14 R Programming Vectors
+## 15 R Programming Workspace and Files
+## 16 R Programming Subsetting Vectors
+## 17 R Programming Dates and Times
+## 18 R Programming Subsetting Vectors
+## 19 R Programming Dates and Times
+## 20 R Programming Subsetting Vectors
+## 21 R Programming Dates and Times
+## 22 R Programming Dates and Times
+## 23 R Programming Subsetting Vectors
+## 24 R Programming Functions
+## 25 R Programming Subsetting Vectors
+## 26 R Programming Basic Building Blocks
+## 27 R Programming Vectors
+## 28 R Programming Logic
+## 29 R Programming Basic Building Blocks
+## 30 R Programming Workspace and Files
+## 31 R Programming Workspace and Files
+## 32 R Programming Subsetting Vectors
+## 33 R Programming Dates and Times
+## 34 R Programming Workspace and Files
+## 35 R Programming Dates and Times
+## 36 R Programming Dates and Times
+## 37 R Programming Vectors
+## 38 R Programming Subsetting Vectors
+## 39 R Programming Subsetting Vectors
+## 40 R Programming Basic Building Blocks
+## 41 R Programming Dates and Times
+## 42 R Programming Basic Building Blocks
+## 43 R Programming Subsetting Vectors
+## 44 R Programming Logic
+## 45 R Programming Workspace and Files
+## 46 R Programming Subsetting Vectors
+## 47 R Programming Logic
+## 48 R Programming Subsetting Vectors
+## 49 R Programming Functions
+## 50 R Programming Logic
+## 51 R Programming Dates and Times
+## 52 R Programming Vectors
+## 53 R Programming Basic Building Blocks
+## 54 R Programming Logic
+## 55 R Programming Logic
+## 56 R Programming Missing Values
+## 57 R Programming Logic
+## 58 R Programming Workspace and Files
+## 59 R Programming Subsetting Vectors
+## 60 R Programming Workspace and Files
+## 61 R Programming Dates and Times
+## 62 R Programming Logic
+## 63 R Programming Basic Building Blocks
+## 64 R Programming Dates and Times
+## 65 R Programming Missing Values
+## 66 R Programming Missing Values
+## 67 R Programming Missing Values
+## 68 R Programming Subsetting Vectors
+## 69 R Programming Logic
+## 70 R Programming Logic
+## 71 R Programming Dates and Times
+## 72 R Programming Dates and Times
+## 73 R Programming Dates and Times
+## 74 R Programming Functions
+## 75 R Programming Dates and Times
+## 76 R Programming Logic
+## 77 R Programming Dates and Times
+## 78 R Programming Missing Values
+## 79 R Programming Workspace and Files
+## 80 R Programming Workspace and Files
+## 81 R Programming Functions
+## 82 R Programming Basic Building Blocks
+## 83 R Programming Basic Building Blocks
+## 84 R Programming Basic Building Blocks
+## 85 R Programming Subsetting Vectors
+## 86 R Programming Dates and Times
+## 87 R Programming Subsetting Vectors
+## 88 R Programming Vectors
+## 89 R Programming Vectors
+## 90 R Programming Workspace and Files
+## 91 R Programming Logic
+## 92 R Programming Workspace and Files
+## 93 R Programming Workspace and Files
+## 94 R Programming Missing Values
+## 95 R Programming Workspace and Files
+## 96 R Programming Workspace and Files
+## 97 R Programming Subsetting Vectors
+## 98 R Programming Workspace and Files
+## 99 R Programming Workspace and Files
+## 100 R Programming Dates and Times
+## 101 R Programming Workspace and Files
+## 102 R Programming Workspace and Files
+## 103 R Programming Logic
+## 104 R Programming Logic
+## 105 R Programming Logic
+## 106 R Programming Dates and Times
+## 107 R Programming Subsetting Vectors
+## 108 R Programming Subsetting Vectors
+## 109 R Programming Subsetting Vectors
+## 110 R Programming Subsetting Vectors
+## 111 R Programming Vectors
+## 112 R Programming Subsetting Vectors
+## 113 R Programming Workspace and Files
+## 114 R Programming Missing Values
+## 115 R Programming Missing Values
+## 116 R Programming Missing Values
+## 117 R Programming Logic
+## 118 R Programming Logic
+## 119 R Programming Vectors
+## 120 R Programming Logic
+## 121 R Programming Logic
+## 122 R Programming Basic Building Blocks
+## 123 R Programming Basic Building Blocks
+## 124 R Programming Subsetting Vectors
+## 125 R Programming Logic
+## 126 R Programming Basic Building Blocks
+## 127 R Programming Basic Building Blocks
+## 128 R Programming Basic Building Blocks
+## 129 R Programming Logic
+## 130 R Programming Missing Values
+## 131 R Programming Workspace and Files
+## 132 R Programming Workspace and Files
+## 133 R Programming Logic
+## 134 R Programming Workspace and Files
+## 135 R Programming Logic
+## 136 R Programming Logic
+## 137 R Programming Missing Values
+## 138 R Programming Missing Values
+## 139 R Programming Logic
+## 140 R Programming Logic
+## 141 R Programming Functions
+## 142 R Programming Subsetting Vectors
+## 143 R Programming Subsetting Vectors
+## 144 R Programming Dates and Times
+## 145 R Programming Functions
+## 146 R Programming Vectors
+## 147 R Programming Vectors
+## 148 R Programming Missing Values
+## 149 R Programming Functions
+## 150 R Programming Functions
+## 151 R Programming Functions
+## 152 R Programming Functions
+## 153 R Programming Logic
+## 154 R Programming Functions
+## 155 R Programming Functions
+## 156 R Programming Logic
+## 157 R Programming Functions
+## 158 R Programming Logic
+## 159 R Programming Functions
+## 160 R Programming Functions
+## 161 R Programming Logic
+## 162 R Programming Functions
+## 163 R Programming Functions
+## 164 R Programming Functions
+## 165 R Programming Logic
+## 166 R Programming Functions
+## 167 R Programming Vectors
+## 168 R Programming Functions
+## 169 R Programming Dates and Times
+## 170 R Programming Logic
+## 171 R Programming Subsetting Vectors
+## 172 R Programming Functions
+## 173 R Programming Missing Values
+## 174 R Programming Vectors
+## 175 R Programming Vectors
+## 176 R Programming Basic Building Blocks
+## 177 R Programming Functions
+## 178 R Programming Functions
+## 179 R Programming Vectors
+## 180 R Programming Dates and Times
+## 181 R Programming Vectors
+## 182 R Programming Functions
+## 183 R Programming Basic Building Blocks
+## 184 R Programming Functions
+## 185 R Programming Functions
+## 186 R Programming Logic
+## 187 R Programming Vectors
+## 188 R Programming Vectors
+## 189 R Programming Subsetting Vectors
+## 190 R Programming Basic Building Blocks
+## 191 R Programming Basic Building Blocks
+## 192 R Programming Basic Building Blocks
+## 193 R Programming Vectors
+## 194 R Programming Logic
+## 195 R Programming Logic
+## 196 R Programming Basic Building Blocks
+## 197 R Programming Missing Values
+## 198 R Programming Missing Values
+## 199 R Programming Basic Building Blocks
+## 200 Getting and Cleaning Data Tidying Data with tidyr
+## 201 Getting and Cleaning Data Tidying Data with tidyr
+## 202 R Programming Missing Values
+## 203 R Programming Missing Values
+## 204 Getting and Cleaning Data Tidying Data with tidyr
+## 205 R Programming Subsetting Vectors
+## 206 R Programming Subsetting Vectors
+## 207 R Programming Missing Values
+## 208 Getting and Cleaning Data Tidying Data with tidyr
+## 209 Getting and Cleaning Data Tidying Data with tidyr
+## 210 Getting and Cleaning Data Tidying Data with tidyr
+## 211 R Programming Missing Values
+## 212 Getting and Cleaning Data Tidying Data with tidyr
+## 213 R Programming Subsetting Vectors
+## 214 R Programming Missing Values
+## 215 R Programming Dates and Times
+## 216 R Programming Subsetting Vectors
+## 217 R Programming Dates and Times
+## 218 Getting and Cleaning Data Tidying Data with tidyr
+## 219 R Programming Dates and Times
+## 220 R Programming Missing Values
+## 221 R Programming Missing Values
+## 222 R Programming Basic Building Blocks
+## 223 R Programming Functions
+## 224 R Programming Subsetting Vectors
+## 225 R Programming Missing Values
+## 226 R Programming Looking at Data
+## 227 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 228 R Programming Subsetting Vectors
+## 229 R Programming Logic
+## 230 R Programming Basic Building Blocks
+## 231 Getting and Cleaning Data Tidying Data with tidyr
+## 232 Getting and Cleaning Data Tidying Data with tidyr
+## 233 Getting and Cleaning Data Tidying Data with tidyr
+## 234 R Programming Looking at Data
+## 235 R Programming Looking at Data
+## 236 R Programming Missing Values
+## 237 R Programming Missing Values
+## 238 R Programming Logic
+## 239 R Programming Dates and Times
+## 240 R Programming Subsetting Vectors
+## 241 R Programming Subsetting Vectors
+## 242 Getting and Cleaning Data Tidying Data with tidyr
+## 243 R Programming Missing Values
+## 244 R Programming Functions
+## 245 R Programming Logic
+## 246 Getting and Cleaning Data Tidying Data with tidyr
+## 247 R Programming Functions
+## 248 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 249 Getting and Cleaning Data Tidying Data with tidyr
+## 250 R Programming Dates and Times
+## 251 R Programming Missing Values
+## 252 R Programming Subsetting Vectors
+## 253 R Programming Basic Building Blocks
+## 254 R Programming Basic Building Blocks
+## 255 Getting and Cleaning Data Tidying Data with tidyr
+## 256 Getting and Cleaning Data Tidying Data with tidyr
+## 257 Getting and Cleaning Data Tidying Data with tidyr
+## 258 R Programming Dates and Times
+## 259 R Programming Logic
+## 260 R Programming Subsetting Vectors
+## 261 R Programming Logic
+## 262 Getting and Cleaning Data Tidying Data with tidyr
+## 263 Getting and Cleaning Data Tidying Data with tidyr
+## 264 R Programming Dates and Times
+## 265 Getting and Cleaning Data Tidying Data with tidyr
+## 266 R Programming Functions
+## 267 R Programming Logic
+## 268 R Programming Workspace and Files
+## 269 R Programming Dates and Times
+## 270 Getting and Cleaning Data Tidying Data with tidyr
+## 271 R Programming Logic
+## 272 R Programming Subsetting Vectors
+## 273 R Programming Workspace and Files
+## 274 R Programming Workspace and Files
+## 275 R Programming Workspace and Files
+## 276 R Programming Basic Building Blocks
+## 277 R Programming Subsetting Vectors
+## 278 R Programming Workspace and Files
+## 279 R Programming Workspace and Files
+## 280 R Programming Workspace and Files
+## 281 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 282 R Programming Workspace and Files
+## 283 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 284 R Programming Subsetting Vectors
+## 285 R Programming Logic
+## 286 R Programming Basic Building Blocks
+## 287 R Programming Basic Building Blocks
+## 288 R Programming Basic Building Blocks
+## 289 R Programming Dates and Times
+## 290 R Programming Dates and Times
+## 291 R Programming Logic
+## 292 R Programming Vectors
+## 293 R Programming Dates and Times
+## 294 R Programming Looking at Data
+## 295 R Programming Workspace and Files
+## 296 Getting and Cleaning Data Manipulating Data with dplyr
+## 297 Getting and Cleaning Data Manipulating Data with dplyr
+## 298 Getting and Cleaning Data Manipulating Data with dplyr
+## 299 R Programming Basic Building Blocks
+## 300 R Programming Basic Building Blocks
+## 301 R Programming Logic
+## 302 R Programming Basic Building Blocks
+## 303 R Programming Logic
+## 304 R Programming Basic Building Blocks
+## 305 R Programming Basic Building Blocks
+## 306 R Programming Workspace and Files
+## 307 R Programming Basic Building Blocks
+## 308 R Programming Subsetting Vectors
+## 309 R Programming Basic Building Blocks
+## 310 R Programming Basic Building Blocks
+## 311 R Programming Vectors
+## 312 R Programming Basic Building Blocks
+## 313 R Programming Vectors
+## 314 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 315 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 316 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 317 R Programming Logic
+## 318 R Programming Logic
+## 319 Getting and Cleaning Data Tidying Data with tidyr
+## 320 R Programming Logic
+## 321 R Programming Logic
+## 322 Getting and Cleaning Data Manipulating Data with dplyr
+## 323 R Programming Logic
+## 324 R Programming Subsetting Vectors
+## 325 R Programming Functions
+## 326 R Programming Looking at Data
+## 327 R Programming Workspace and Files
+## 328 Getting and Cleaning Data Manipulating Data with dplyr
+## 329 R Programming Workspace and Files
+## 330 R Programming Looking at Data
+## 331 R Programming Looking at Data
+## 332 R Programming Functions
+## 333 R Programming Functions
+## 334 R Programming Functions
+## 335 R Programming Functions
+## 336 R Programming Functions
+## 337 R Programming Functions
+## 338 R Programming Basic Building Blocks
+## 339 R Programming Vectors
+## 340 R Programming Vectors
+## 341 R Programming Vectors
+## 342 R Programming Vectors
+## 343 R Programming Subsetting Vectors
+## 344 R Programming Vectors
+## 345 R Programming Subsetting Vectors
+## 346 R Programming Subsetting Vectors
+## 347 R Programming Subsetting Vectors
+## 348 R Programming Subsetting Vectors
+## 349 R Programming Subsetting Vectors
+## 350 R Programming Matrices and Data Frames
+## 351 Getting and Cleaning Data Tidying Data with tidyr
+## 352 R Programming Subsetting Vectors
+## 353 R Programming Subsetting Vectors
+## 354 R Programming Subsetting Vectors
+## 355 R Programming Workspace and Files
+## 356 R Programming Workspace and Files
+## 357 R Programming Workspace and Files
+## 358 R Programming Workspace and Files
+## 359 R Programming Workspace and Files
+## 360 R Programming Vectors
+## 361 R Programming Matrices and Data Frames
+## 362 R Programming Matrices and Data Frames
+## 363 R Programming Matrices and Data Frames
+## 364 R Programming Workspace and Files
+## 365 R Programming Workspace and Files
+## 366 R Programming Workspace and Files
+## 367 Getting and Cleaning Data Tidying Data with tidyr
+## 368 Getting and Cleaning Data Tidying Data with tidyr
+## 369 Getting and Cleaning Data Tidying Data with tidyr
+## 370 R Programming Workspace and Files
+## 371 R Programming Workspace and Files
+## 372 Getting and Cleaning Data Tidying Data with tidyr
+## 373 Getting and Cleaning Data Tidying Data with tidyr
+## 374 Getting and Cleaning Data Tidying Data with tidyr
+## 375 R Programming Basic Building Blocks
+## 376 R Programming Basic Building Blocks
+## 377 R Programming Dates and Times
+## 378 R Programming Dates and Times
+## 379 R Programming Subsetting Vectors
+## 380 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 381 R Programming Subsetting Vectors
+## 382 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 383 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 384 Getting and Cleaning Data Tidying Data with tidyr
+## 385 R Programming Vectors
+## 386 R Programming Vectors
+## 387 R Programming Vectors
+## 388 R Programming Vectors
+## 389 R Programming Vectors
+## 390 R Programming Vectors
+## 391 R Programming Vectors
+## 392 R Programming Vectors
+## 393 R Programming Vectors
+## 394 R Programming Vectors
+## 395 Getting and Cleaning Data Tidying Data with tidyr
+## 396 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 397 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 398 Getting and Cleaning Data Tidying Data with tidyr
+## 399 R Programming Matrices and Data Frames
+## 400 R Programming Matrices and Data Frames
+## 401 R Programming Matrices and Data Frames
+## 402 Getting and Cleaning Data Manipulating Data with dplyr
+## 403 Getting and Cleaning Data Manipulating Data with dplyr
+## 404 Getting and Cleaning Data Manipulating Data with dplyr
+## 405 Getting and Cleaning Data Manipulating Data with dplyr
+## 406 Getting and Cleaning Data Manipulating Data with dplyr
+## 407 R Programming Dates and Times
+## 408 Getting and Cleaning Data Tidying Data with tidyr
+## 409 R Programming Workspace and Files
+## 410 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 411 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 412 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 413 R Programming Dates and Times
+## 414 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 415 Getting and Cleaning Data Tidying Data with tidyr
+## 416 Getting and Cleaning Data Tidying Data with tidyr
+## 417 Getting and Cleaning Data Tidying Data with tidyr
+## 418 Getting and Cleaning Data Tidying Data with tidyr
+## 419 R Programming Dates and Times
+## 420 R Programming Functions
+## 421 R Programming Functions
+## 422 R Programming Functions
+## 423 R Programming Functions
+## 424 R Programming Functions
+## 425 R Programming Functions
+## 426 R Programming Matrices and Data Frames
+## 427 R Programming Looking at Data
+## 428 Getting and Cleaning Data Tidying Data with tidyr
+## 429 Getting and Cleaning Data Manipulating Data with dplyr
+## 430 Getting and Cleaning Data Tidying Data with tidyr
+## 431 Getting and Cleaning Data Tidying Data with tidyr
+## 432 Getting and Cleaning Data Tidying Data with tidyr
+## 433 R Programming Looking at Data
+## 434 Exploratory_Data_Analysis Plotting_Systems
+## 435 Exploratory_Data_Analysis Plotting_Systems
+## 436 Exploratory_Data_Analysis Plotting_Systems
+## 437 Exploratory_Data_Analysis Plotting_Systems
+## 438 Exploratory_Data_Analysis Plotting_Systems
+## 439 R Programming Dates and Times
+## 440 R Programming Dates and Times
+## 441 R Programming Dates and Times
+## 442 Getting and Cleaning Data Tidying Data with tidyr
+## 443 Getting and Cleaning Data Tidying Data with tidyr
+## 444 Exploratory_Data_Analysis Plotting_Systems
+## 445 Getting and Cleaning Data Tidying Data with tidyr
+## 446 Exploratory_Data_Analysis Plotting_Systems
+## 447 Exploratory_Data_Analysis Plotting_Systems
+## 448 Getting and Cleaning Data Tidying Data with tidyr
+## 449 R Programming Matrices and Data Frames
+## 450 R Programming Matrices and Data Frames
+## 451 R Programming Matrices and Data Frames
+## 452 Exploratory_Data_Analysis Plotting_Systems
+## 453 R Programming Matrices and Data Frames
+## 454 R Programming Matrices and Data Frames
+## 455 R Programming Matrices and Data Frames
+## 456 R Programming Matrices and Data Frames
+## 457 R Programming Matrices and Data Frames
+## 458 R Programming Matrices and Data Frames
+## 459 R Programming Matrices and Data Frames
+## 460 R Programming Matrices and Data Frames
+## 461 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 462 Getting and Cleaning Data Manipulating Data with dplyr
+## 463 Getting and Cleaning Data Manipulating Data with dplyr
+## 464 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 465 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 466 Getting and Cleaning Data Tidying Data with tidyr
+## 467 R Programming Logic
+## 468 R Programming Logic
+## 469 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 470 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 471 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 472 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 473 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 474 R Programming Matrices and Data Frames
+## 475 R Programming Matrices and Data Frames
+## 476 R Programming Matrices and Data Frames
+## 477 R Programming Matrices and Data Frames
+## 478 Exploratory_Data_Analysis Plotting_Systems
+## 479 Exploratory_Data_Analysis Plotting_Systems
+## 480 Getting and Cleaning Data Tidying Data with tidyr
+## 481 Getting and Cleaning Data Tidying Data with tidyr
+## 482 R Programming Dates and Times
+## 483 Getting and Cleaning Data Tidying Data with tidyr
+## 484 Getting and Cleaning Data Tidying Data with tidyr
+## 485 R Programming Matrices and Data Frames
+## 486 R Programming Matrices and Data Frames
+## 487 R Programming Logic
+## 488 Getting and Cleaning Data Manipulating Data with dplyr
+## 489 Exploratory_Data_Analysis Plotting_Systems
+## 490 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 491 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 492 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 493 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 494 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 495 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 496 R Programming Looking at Data
+## 497 R Programming Dates and Times
+## 498 R Programming Dates and Times
+## 499 R Programming Dates and Times
+## 500 R Programming Dates and Times
+## 501 Getting and Cleaning Data Tidying Data with tidyr
+## 502 R Programming Looking at Data
+## 503 R Programming Matrices and Data Frames
+## 504 R Programming Logic
+## 505 R Programming Logic
+## 506 R Programming Logic
+## 507 Getting and Cleaning Data Tidying Data with tidyr
+## 508 Getting and Cleaning Data Tidying Data with tidyr
+## 509 R Programming Logic
+## 510 R Programming Logic
+## 511 R Programming Dates and Times
+## 512 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 513 R Programming Matrices and Data Frames
+## 514 Exploratory_Data_Analysis Plotting_Systems
+## 515 Exploratory_Data_Analysis Plotting_Systems
+## 516 Exploratory_Data_Analysis Plotting_Systems
+## 517 R Programming Dates and Times
+## 518 R Programming Dates and Times
+## 519 R Programming Dates and Times
+## 520 R Programming Matrices and Data Frames
+## 521 Exploratory_Data_Analysis Plotting_Systems
+## 522 Exploratory_Data_Analysis Plotting_Systems
+## 523 R Programming Logic
+## 524 R Programming Functions
+## 525 R Programming Functions
+## 526 Getting and Cleaning Data Tidying Data with tidyr
+## 527 Getting and Cleaning Data Tidying Data with tidyr
+## 528 Getting and Cleaning Data Tidying Data with tidyr
+## 529 Getting and Cleaning Data Tidying Data with tidyr
+## 530 Getting and Cleaning Data Manipulating Data with dplyr
+## 531 R Programming Looking at Data
+## 532 R Programming Matrices and Data Frames
+## 533 R Programming Matrices and Data Frames
+## 534 R Programming Matrices and Data Frames
+## 535 Exploratory_Data_Analysis Plotting_Systems
+## 536 R Programming Matrices and Data Frames
+## 537 R Programming Matrices and Data Frames
+## 538 R Programming Matrices and Data Frames
+## 539 Getting and Cleaning Data Tidying Data with tidyr
+## 540 R Programming Matrices and Data Frames
+## 541 R Programming Matrices and Data Frames
+## 542 R Programming Matrices and Data Frames
+## 543 R Programming Matrices and Data Frames
+## 544 R Programming Functions
+## 545 R Programming Logic
+## 546 R Programming Logic
+## 547 R Programming Matrices and Data Frames
+## 548 Getting and Cleaning Data Manipulating Data with dplyr
+## 549 Exploratory_Data_Analysis Plotting_Systems
+## 550 R Programming Matrices and Data Frames
+## 551 Exploratory_Data_Analysis Plotting_Systems
+## 552 R Programming Matrices and Data Frames
+## 553 R Programming Matrices and Data Frames
+## 554 R Programming Looking at Data
+## 555 R Programming Logic
+## 556 R Programming Logic
+## 557 R Programming Functions
+## 558 R Programming Logic
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+## 568 Getting and Cleaning Data Manipulating Data with dplyr
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+## 602 Getting and Cleaning Data Tidying Data with tidyr
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+## 614 R Programming Basic Building Blocks
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+## 625 R Programming Basic Building Blocks
+## 626 R Programming Basic Building Blocks
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+## 637 R Programming Basic Building Blocks
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+## 643 R Programming Dates and Times
+## 644 R Programming Dates and Times
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+## 651 R Programming Dates and Times
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+## 679 R Programming Missing Values
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+## 686 R Programming Vectors
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+## 688 R Programming Basic Building Blocks
+## 689 R Programming Basic Building Blocks
+## 690 R Programming Basic Building Blocks
+## 691 R Programming Basic Building Blocks
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+## 694 R Programming Basic Building Blocks
+## 695 R Programming Basic Building Blocks
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+## 709 R Programming Subsetting Vectors
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+## 719 R Programming Missing Values
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+## 721 R Programming Missing Values
+## 722 R Programming Missing Values
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+## 726 R Programming Workspace and Files
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+## 733 R Programming Vectors
+## 734 R Programming Subsetting Vectors
+## 735 R Programming Vectors
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+## 737 R Programming Workspace and Files
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+## 739 R Programming Vectors
+## 740 R Programming Vectors
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+## 764 R Programming Dates and Times
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+## 766 R Programming Subsetting Vectors
+## 767 R Programming Subsetting Vectors
+## 768 R Programming Basic Building Blocks
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+## 770 R Programming Basic Building Blocks
+## 771 R Programming Dates and Times
+## 772 R Programming Workspace and Files
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+## 774 R Programming Workspace and Files
+## 775 R Programming Functions
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+## 778 R Programming Basic Building Blocks
+## 779 R Programming Missing Values
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+## 783 R Programming Subsetting Vectors
+## 784 R Programming Subsetting Vectors
+## 785 R Programming Logic
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+## 787 R Programming Subsetting Vectors
+## 788 R Programming Functions
+## 789 R Programming Dates and Times
+## 790 R Programming Logic
+## 791 R Programming Logic
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+## 794 R Programming Workspace and Files
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+## 803 R Programming Logic
+## 804 R Programming Functions
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+## 807 R Programming Workspace and Files
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+## 810 R Programming Subsetting Vectors
+## 811 R Programming Subsetting Vectors
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+## 819 R Programming Dates and Times
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+## 821 R Programming Workspace and Files
+## 822 R Programming Subsetting Vectors
+## 823 R Programming Basic Building Blocks
+## 824 R Programming Logic
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+## 826 R Programming Logic
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+## 828 R Programming Logic
+## 829 R Programming Logic
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+## 832 R Programming Dates and Times
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+## 835 R Programming Workspace and Files
+## 836 R Programming Workspace and Files
+## 837 R Programming Subsetting Vectors
+## 838 R Programming Workspace and Files
+## 839 R Programming Basic Building Blocks
+## 840 R Programming Subsetting Vectors
+## 841 R Programming Vectors
+## 842 R Programming Vectors
+## 843 R Programming Vectors
+## 844 R Programming Basic Building Blocks
+## 845 R Programming Logic
+## 846 R Programming Functions
+## 847 R Programming Missing Values
+## 848 R Programming Basic Building Blocks
+## 849 R Programming Logic
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+## 851 R Programming Basic Building Blocks
+## 852 R Programming Basic Building Blocks
+## 853 R Programming Missing Values
+## 854 R Programming Basic Building Blocks
+## 855 R Programming Missing Values
+## 856 R Programming Missing Values
+## 857 R Programming Basic Building Blocks
+## 858 R Programming Basic Building Blocks
+## 859 R Programming Workspace and Files
+## 860 R Programming Basic Building Blocks
+## 861 R Programming Functions
+## 862 R Programming Functions
+## 863 R Programming Subsetting Vectors
+## 864 R Programming Logic
+## 865 R Programming Logic
+## 866 R Programming Subsetting Vectors
+## 867 R Programming Dates and Times
+## 868 R Programming Dates and Times
+## 869 R Programming Workspace and Files
+## 870 R Programming Dates and Times
+## 871 R Programming Workspace and Files
+## 872 R Programming Basic Building Blocks
+## 873 R Programming Basic Building Blocks
+## 874 R Programming Basic Building Blocks
+## 875 R Programming Basic Building Blocks
+## 876 R Programming Functions
+## 877 R Programming Missing Values
+## 878 R Programming Functions
+## 879 R Programming Subsetting Vectors
+## 880 R Programming Missing Values
+## 881 R Programming Missing Values
+## 882 R Programming Logic
+## 883 R Programming Missing Values
+## 884 R Programming Basic Building Blocks
+## 885 R Programming Basic Building Blocks
+## 886 R Programming Functions
+## 887 R Programming Dates and Times
+## 888 R Programming Functions
+## 889 R Programming Subsetting Vectors
+## 890 R Programming Subsetting Vectors
+## 891 R Programming Subsetting Vectors
+## 892 R Programming Functions
+## 893 R Programming Functions
+## 894 R Programming Workspace and Files
+## 895 R Programming Workspace and Files
+## 896 R Programming Logic
+## 897 R Programming Workspace and Files
+## 898 R Programming Functions
+## 899 R Programming Functions
+## 900 R Programming Workspace and Files
+## 901 R Programming Logic
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+## 903 R Programming Workspace and Files
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+## 913 R Programming Logic
+## 914 R Programming Logic
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+## 919 R Programming Workspace and Files
+## 920 R Programming Workspace and Files
+## 921 R Programming Functions
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+## 923 R Programming Functions
+## 924 R Programming Functions
+## 925 R Programming Missing Values
+## 926 R Programming Logic
+## 927 R Programming Logic
+## 928 R Programming Logic
+## 929 R Programming Vectors
+## 930 R Programming Missing Values
+## 931 R Programming Vectors
+## 932 R Programming Vectors
+## 933 R Programming Vectors
+## 934 R Programming Logic
+## 935 R Programming Dates and Times
+## 936 R Programming Logic
+## 937 R Programming Logic
+## 938 R Programming Functions
+## 939 R Programming Vectors
+## 940 R Programming Functions
+## 941 R Programming Logic
+## 942 R Programming Functions
+## 943 R Programming Vectors
+## 944 R Programming Dates and Times
+## 945 R Programming Vectors
+## 946 R Programming Logic
+## 947 R Programming Logic
+## 948 R Programming Functions
+## 949 R Programming Functions
+## 950 R Programming Dates and Times
+## 951 R Programming Logic
+## 952 R Programming Dates and Times
+## 953 R Programming Vectors
+## 954 R Programming Logic
+## 955 R Programming Functions
+## 956 R Programming Basic Building Blocks
+## 957 R Programming Basic Building Blocks
+## 958 R Programming Basic Building Blocks
+## 959 R Programming Basic Building Blocks
+## 960 R Programming Basic Building Blocks
+## 961 R Programming Basic Building Blocks
+## 962 R Programming Basic Building Blocks
+## 963 R Programming Basic Building Blocks
+## 964 R Programming Basic Building Blocks
+## 965 R Programming Basic Building Blocks
+## 966 R Programming Basic Building Blocks
+## 967 R Programming Basic Building Blocks
+## 968 R Programming Basic Building Blocks
+## 969 R Programming Basic Building Blocks
+## 970 R Programming Basic Building Blocks
+## 971 R Programming Basic Building Blocks
+## 972 R Programming Basic Building Blocks
+## 973 R Programming Basic Building Blocks
+## 974 R Programming Basic Building Blocks
+## 975 R Programming Basic Building Blocks
+## 976 R Programming Basic Building Blocks
+## 977 R Programming Basic Building Blocks
+## 978 R Programming Workspace and Files
+## 979 R Programming Workspace and Files
+## 980 R Programming Workspace and Files
+## 981 R Programming Workspace and Files
+## 982 R Programming Workspace and Files
+## 983 R Programming Workspace and Files
+## 984 R Programming Workspace and Files
+## 985 R Programming Workspace and Files
+## 986 R Programming Workspace and Files
+## 987 R Programming Workspace and Files
+## 988 R Programming Workspace and Files
+## 989 R Programming Workspace and Files
+## 990 R Programming Workspace and Files
+## 991 R Programming Workspace and Files
+## 992 R Programming Workspace and Files
+## 993 R Programming Workspace and Files
+## 994 R Programming Workspace and Files
+## 995 R Programming Workspace and Files
+## 996 R Programming Workspace and Files
+## 997 R Programming Workspace and Files
+## 998 R Programming Workspace and Files
+## 999 R Programming Workspace and Files
+## 1000 R Programming Workspace and Files
+## 1001 R Programming Workspace and Files
+## 1002 R Programming Dates and Times
+## 1003 R Programming Dates and Times
+## 1004 R Programming Dates and Times
+## 1005 R Programming Dates and Times
+## 1006 R Programming Workspace and Files
+## 1007 R Programming Workspace and Files
+## 1008 R Programming Workspace and Files
+## 1009 R Programming Workspace and Files
+## 1010 R Programming Dates and Times
+## 1011 R Programming Workspace and Files
+## 1012 R Programming Workspace and Files
+## 1013 R Programming Missing Values
+## 1014 R Programming Missing Values
+## 1015 R Programming Missing Values
+## 1016 R Programming Missing Values
+## 1017 R Programming Missing Values
+## 1018 R Programming Missing Values
+## 1019 R Programming Missing Values
+## 1020 R Programming Missing Values
+## 1021 R Programming Missing Values
+## 1022 R Programming Missing Values
+## 1023 R Programming Missing Values
+## 1024 R Programming Missing Values
+## 1025 R Programming Missing Values
+## 1026 R Programming Missing Values
+## 1027 R Programming Basic Building Blocks
+## 1028 R Programming Subsetting Vectors
+## 1029 R Programming Logic
+## 1030 R Programming Logic
+## 1031 R Programming Logic
+## 1032 R Programming Logic
+## 1033 R Programming Logic
+## 1034 R Programming Logic
+## 1035 R Programming Logic
+## 1036 R Programming Logic
+## 1037 R Programming Logic
+## 1038 R Programming Logic
+## 1039 R Programming Logic
+## 1040 R Programming Logic
+## 1041 R Programming Logic
+## 1042 R Programming Logic
+## 1043 R Programming Logic
+## 1044 R Programming Workspace and Files
+## 1045 R Programming Workspace and Files
+## 1046 R Programming Workspace and Files
+## 1047 R Programming Workspace and Files
+## 1048 R Programming Logic
+## 1049 R Programming Dates and Times
+## 1050 R Programming Dates and Times
+## 1051 R Programming Dates and Times
+## 1052 R Programming Dates and Times
+## 1053 R Programming Dates and Times
+## 1054 R Programming Dates and Times
+## 1055 R Programming Dates and Times
+## 1056 R Programming Dates and Times
+## 1057 R Programming Dates and Times
+## 1058 R Programming Dates and Times
+## 1059 R Programming Dates and Times
+## 1060 R Programming Basic Building Blocks
+## 1061 R Programming Basic Building Blocks
+## 1062 R Programming Basic Building Blocks
+## 1063 R Programming Basic Building Blocks
+## 1064 R Programming Basic Building Blocks
+## 1065 R Programming Vectors
+## 1066 R Programming Vectors
+## 1067 R Programming Vectors
+## 1068 R Programming Subsetting Vectors
+## 1069 R Programming Subsetting Vectors
+## 1070 R Programming Subsetting Vectors
+## 1071 R Programming Subsetting Vectors
+## 1072 R Programming Vectors
+## 1073 R Programming Vectors
+## 1074 R Programming Vectors
+## 1075 R Programming Vectors
+## 1076 R Programming Basic Building Blocks
+## 1077 R Programming Basic Building Blocks
+## 1078 R Programming Basic Building Blocks
+## 1079 R Programming Vectors
+## 1080 R Programming Vectors
+## 1081 R Programming Logic
+## 1082 R Programming Logic
+## 1083 R Programming Logic
+## 1084 R Programming Vectors
+## 1085 R Programming Vectors
+## 1086 R Programming Vectors
+## 1087 R Programming Basic Building Blocks
+## 1088 R Programming Subsetting Vectors
+## 1089 R Programming Subsetting Vectors
+## 1090 R Programming Subsetting Vectors
+## 1091 R Programming Basic Building Blocks
+## 1092 R Programming Basic Building Blocks
+## 1093 R Programming Basic Building Blocks
+## 1094 R Programming Basic Building Blocks
+## 1095 R Programming Basic Building Blocks
+## 1096 R Programming Basic Building Blocks
+## 1097 R Programming Subsetting Vectors
+## 1098 R Programming Subsetting Vectors
+## 1099 R Programming Subsetting Vectors
+## 1100 R Programming Subsetting Vectors
+## 1101 R Programming Subsetting Vectors
+## 1102 R Programming Subsetting Vectors
+## 1103 R Programming Subsetting Vectors
+## 1104 R Programming Vectors
+## 1105 R Programming Vectors
+## 1106 R Programming Vectors
+## 1107 R Programming Workspace and Files
+## 1108 R Programming Looking at Data
+## 1109 R Programming Workspace and Files
+## 1110 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1111 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1112 R Programming Looking at Data
+## 1113 R Programming Workspace and Files
+## 1114 R Programming Looking at Data
+## 1115 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1116 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1117 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1118 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1119 R Programming Looking at Data
+## 1120 R Programming Looking at Data
+## 1121 R Programming Workspace and Files
+## 1122 R Programming Workspace and Files
+## 1123 R Programming Vectors
+## 1124 R Programming Workspace and Files
+## 1125 R Programming Vectors
+## 1126 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1127 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1128 R Programming Looking at Data
+## 1129 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1130 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1131 R Programming Dates and Times
+## 1132 R Programming Workspace and Files
+## 1133 R Programming Workspace and Files
+## 1134 R Programming Logic
+## 1135 R Programming Workspace and Files
+## 1136 R Programming Workspace and Files
+## 1137 R Programming Workspace and Files
+## 1138 R Programming Workspace and Files
+## 1139 R Programming Workspace and Files
+## 1140 R Programming Functions
+## 1141 R Programming Functions
+## 1142 R Programming Functions
+## 1143 R Programming Functions
+## 1144 R Programming Workspace and Files
+## 1145 R Programming Logic
+## 1146 R Programming Functions
+## 1147 R Programming Functions
+## 1148 R Programming Functions
+## 1149 R Programming Functions
+## 1150 R Programming Workspace and Files
+## 1151 R Programming Workspace and Files
+## 1152 R Programming Workspace and Files
+## 1153 R Programming Functions
+## 1154 R Programming Functions
+## 1155 R Programming Functions
+## 1156 R Programming Functions
+## 1157 R Programming Functions
+## 1158 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1159 R Programming Looking at Data
+## 1160 R Programming Looking at Data
+## 1161 R Programming Looking at Data
+## 1162 R Programming Looking at Data
+## 1163 R Programming Workspace and Files
+## 1164 R Programming Workspace and Files
+## 1165 R Programming Dates and Times
+## 1166 Getting and Cleaning Data Tidying Data with tidyr
+## 1167 Getting and Cleaning Data Tidying Data with tidyr
+## 1168 Getting and Cleaning Data Tidying Data with tidyr
+## 1169 Getting and Cleaning Data Tidying Data with tidyr
+## 1170 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1171 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1172 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1173 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1174 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1175 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1176 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1177 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1178 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1179 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1180 Exploratory_Data_Analysis Plotting_Systems
+## 1181 Exploratory_Data_Analysis Plotting_Systems
+## 1182 Exploratory_Data_Analysis Plotting_Systems
+## 1183 Exploratory_Data_Analysis Plotting_Systems
+## 1184 Exploratory_Data_Analysis Plotting_Systems
+## 1185 Exploratory_Data_Analysis Plotting_Systems
+## 1186 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1187 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1188 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1189 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1190 R Programming Workspace and Files
+## 1191 R Programming Workspace and Files
+## 1192 R Programming Workspace and Files
+## 1193 R Programming Workspace and Files
+## 1194 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1195 Getting and Cleaning Data Tidying Data with tidyr
+## 1196 Getting and Cleaning Data Tidying Data with tidyr
+## 1197 Getting and Cleaning Data Manipulating Data with dplyr
+## 1198 Getting and Cleaning Data Manipulating Data with dplyr
+## 1199 Getting and Cleaning Data Manipulating Data with dplyr
+## 1200 Getting and Cleaning Data Manipulating Data with dplyr
+## 1201 Getting and Cleaning Data Manipulating Data with dplyr
+## 1202 R Programming Logic
+## 1203 R Programming Logic
+## 1204 R Programming Logic
+## 1205 R Programming Logic
+## 1206 R Programming Logic
+## 1207 R Programming Dates and Times
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+## 1209 R Programming Dates and Times
+## 1210 R Programming Dates and Times
+## 1211 R Programming Dates and Times
+## 1212 R Programming Dates and Times
+## 1213 R Programming Vectors
+## 1214 R Programming Vectors
+## 1215 R Programming Vectors
+## 1216 R Programming Vectors
+## 1217 R Programming Vectors
+## 1218 R Programming Vectors
+## 1219 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1220 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1221 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1222 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1223 Getting and Cleaning Data Manipulating Data with dplyr
+## 1224 Getting and Cleaning Data Manipulating Data with dplyr
+## 1225 Getting and Cleaning Data Manipulating Data with dplyr
+## 1226 Getting and Cleaning Data Manipulating Data with dplyr
+## 1227 Getting and Cleaning Data Manipulating Data with dplyr
+## 1228 Getting and Cleaning Data Manipulating Data with dplyr
+## 1229 R Programming Dates and Times
+## 1230 R Programming Dates and Times
+## 1231 R Programming Functions
+## 1232 R Programming Functions
+## 1233 R Programming Functions
+## 1234 R Programming Functions
+## 1235 R Programming Functions
+## 1236 R Programming Functions
+## 1237 R Programming Functions
+## 1238 R Programming Functions
+## 1239 Getting and Cleaning Data Tidying Data with tidyr
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+## 1244 Getting and Cleaning Data Tidying Data with tidyr
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+## 1265 R Programming Subsetting Vectors
+## 1266 R Programming Subsetting Vectors
+## 1267 Exploratory_Data_Analysis Plotting_Systems
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+## 1269 Exploratory_Data_Analysis Plotting_Systems
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+## 1282 Exploratory_Data_Analysis Plotting_Systems
+## 1283 Exploratory_Data_Analysis Plotting_Systems
+## 1284 Exploratory_Data_Analysis Plotting_Systems
+## 1285 Exploratory_Data_Analysis Plotting_Systems
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+## 1920 R Programming Matrices and Data Frames
+## 1921 R Programming Basic Building Blocks
+## 1922 R Programming Basic Building Blocks
+## 1923 R Programming Basic Building Blocks
+## 1924 R Programming Basic Building Blocks
+## 1925 R Programming Basic Building Blocks
+## 1926 R Programming Basic Building Blocks
+## 1927 R Programming Basic Building Blocks
+## 1928 R Programming Basic Building Blocks
+## 1929 R Programming Basic Building Blocks
+## 1930 R Programming Basic Building Blocks
+## 1931 R Programming Basic Building Blocks
+## 1932 R Programming Basic Building Blocks
+## 1933 R Programming Basic Building Blocks
+## 1934 R Programming Basic Building Blocks
+## 1935 R Programming Basic Building Blocks
+## 1936 R Programming Missing Values
+## 1937 R Programming Vectors
+## 1938 R Programming Basic Building Blocks
+## 1939 R Programming Basic Building Blocks
+## 1940 R Programming Basic Building Blocks
+## 1941 R Programming Logic
+## 1942 R Programming Vectors
+## 1943 R Programming Logic
+## 1944 R Programming Basic Building Blocks
+## 1945 R Programming Basic Building Blocks
+## 1946 R Programming Dates and Times
+## 1947 R Programming Vectors
+## 1948 R Programming Basic Building Blocks
+## 1949 R Programming Logic
+## 1950 R Programming Basic Building Blocks
+## 1951 R Programming Logic
+## 1952 R Programming Logic
+## 1953 R Programming Logic
+## 1954 R Programming Logic
+## 1955 R Programming Dates and Times
+## 1956 R Programming Logic
+## 1957 R Programming Dates and Times
+## 1958 R Programming Missing Values
+## 1959 R Programming Missing Values
+## 1960 R Programming Vectors
+## 1961 R Programming Basic Building Blocks
+## 1962 R Programming Basic Building Blocks
+## 1963 R Programming Vectors
+## 1964 R Programming Dates and Times
+## 1965 R Programming Vectors
+## 1966 R Programming Dates and Times
+## 1967 R Programming Dates and Times
+## 1968 R Programming Vectors
+## 1969 R Programming Vectors
+## 1970 R Programming Vectors
+## 1971 R Programming Vectors
+## 1972 R Programming Vectors
+## 1973 R Programming Logic
+## 1974 R Programming Logic
+## 1975 R Programming Vectors
+## 1976 R Programming Vectors
+## 1977 R Programming Subsetting Vectors
+## 1978 R Programming Dates and Times
+## 1979 R Programming Dates and Times
+## 1980 R Programming Dates and Times
+## 1981 R Programming Subsetting Vectors
+## 1982 R Programming Subsetting Vectors
+## 1983 R Programming Dates and Times
+## 1984 R Programming Logic
+## 1985 R Programming Logic
+## 1986 R Programming Vectors
+## 1987 R Programming Logic
+## 1988 R Programming Subsetting Vectors
+## 1989 R Programming Missing Values
+## 1990 R Programming Subsetting Vectors
+## 1991 R Programming Matrices and Data Frames
+## 1992 R Programming Logic
+## 1993 R Programming Missing Values
+## 1994 R Programming Dates and Times
+## 1995 R Programming Logic
+## 1996 R Programming Logic
+## 1997 R Programming Logic
+## 1998 R Programming Logic
+## 1999 R Programming Dates and Times
+## 2000 R Programming Logic
+## 2001 R Programming Logic
+## 2002 R Programming Logic
+## 2003 R Programming Vectors
+## 2004 R Programming Logic
+## 2005 R Programming Logic
+## 2006 R Programming Logic
+## 2007 R Programming Logic
+## 2008 R Programming Logic
+## 2009 R Programming Logic
+## 2010 R Programming Logic
+## 2011 R Programming Logic
+## 2012 R Programming Matrices and Data Frames
+## 2013 R Programming Matrices and Data Frames
+## 2014 R Programming Matrices and Data Frames
+## 2015 R Programming Subsetting Vectors
+## 2016 R Programming Subsetting Vectors
+## 2017 R Programming Missing Values
+## 2018 R Programming Basic Building Blocks
+## 2019 R Programming Subsetting Vectors
+## 2020 R Programming Subsetting Vectors
+## 2021 R Programming Vectors
+## 2022 R Programming Logic
+## 2023 R Programming Logic
+## 2024 R Programming Logic
+## 2025 R Programming Missing Values
+## 2026 R Programming Logic
+## 2027 R Programming Logic
+## 2028 R Programming Basic Building Blocks
+## 2029 R Programming Missing Values
+## 2030 R Programming Dates and Times
+## 2031 R Programming Logic
+## 2032 R Programming Missing Values
+## 2033 R Programming Missing Values
+## 2034 R Programming Missing Values
+## 2035 R Programming Matrices and Data Frames
+## 2036 R Programming Dates and Times
+## 2037 R Programming Basic Building Blocks
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+## 2039 R Programming Basic Building Blocks
+## 2040 R Programming Subsetting Vectors
+## 2041 R Programming Subsetting Vectors
+## 2042 R Programming Subsetting Vectors
+## 2043 R Programming Vectors
+## 2044 R Programming Basic Building Blocks
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+## 2046 R Programming Dates and Times
+## 2047 R Programming Dates and Times
+## 2048 R Programming Dates and Times
+## 2049 R Programming Matrices and Data Frames
+## 2050 R Programming Matrices and Data Frames
+## 2051 R Programming Dates and Times
+## 2052 R Programming Vectors
+## 2053 R Programming Basic Building Blocks
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+## 2055 R Programming Missing Values
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+## 2059 R Programming Subsetting Vectors
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+## 2076 R Programming Matrices and Data Frames
+## 2077 R Programming Dates and Times
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+## 2089 R Programming Subsetting Vectors
+## 2090 R Programming Basic Building Blocks
+## 2091 R Programming Subsetting Vectors
+## 2092 R Programming Matrices and Data Frames
+## 2093 R Programming Basic Building Blocks
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+## 2096 R Programming Subsetting Vectors
+## 2097 R Programming Subsetting Vectors
+## 2098 R Programming Matrices and Data Frames
+## 2099 R Programming Basic Building Blocks
+## 2100 R Programming Subsetting Vectors
+## 2101 R Programming Subsetting Vectors
+## 2102 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2103 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2104 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2105 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2106 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2107 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2108 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2109 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2110 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2111 Exploratory_Data_Analysis Base_Plotting_System
+## 2112 Exploratory_Data_Analysis Base_Plotting_System
+## 2113 Exploratory_Data_Analysis Clustering_Example
+## 2114 Exploratory_Data_Analysis Clustering_Example
+## 2115 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2116 Exploratory_Data_Analysis K_Means_Clustering
+## 2117 Getting and Cleaning Data Tidying Data with tidyr
+## 2118 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2119 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2120 Getting and Cleaning Data Manipulating Data with dplyr
+## 2121 Getting and Cleaning Data Manipulating Data with dplyr
+## 2122 Getting and Cleaning Data Manipulating Data with dplyr
+## 2123 Getting and Cleaning Data Manipulating Data with dplyr
+## 2124 Getting and Cleaning Data Manipulating Data with dplyr
+## 2125 Getting and Cleaning Data Manipulating Data with dplyr
+## 2126 Exploratory_Data_Analysis K_Means_Clustering
+## 2127 Exploratory_Data_Analysis K_Means_Clustering
+## 2128 Exploratory_Data_Analysis Base_Plotting_System
+## 2129 Exploratory_Data_Analysis Base_Plotting_System
+## 2130 R Programming Looking at Data
+## 2131 R Programming Looking at Data
+## 2132 R Programming Looking at Data
+## 2133 R Programming Looking at Data
+## 2134 Exploratory_Data_Analysis Base_Plotting_System
+## 2135 Exploratory_Data_Analysis Base_Plotting_System
+## 2136 R Programming Looking at Data
+## 2137 R Programming Looking at Data
+## 2138 R Programming Looking at Data
+## 2139 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2140 R Programming Looking at Data
+## 2141 Exploratory_Data_Analysis Clustering_Example
+## 2142 Exploratory_Data_Analysis Clustering_Example
+## 2143 Exploratory_Data_Analysis Clustering_Example
+## 2144 Exploratory_Data_Analysis Clustering_Example
+## 2145 Exploratory_Data_Analysis Clustering_Example
+## 2146 Exploratory_Data_Analysis Clustering_Example
+## 2147 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2148 Getting and Cleaning Data Tidying Data with tidyr
+## 2149 Getting and Cleaning Data Tidying Data with tidyr
+## 2150 R Programming Looking at Data
+## 2151 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2152 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2153 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2154 Getting and Cleaning Data Manipulating Data with dplyr
+## 2155 R Programming Looking at Data
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+## 2157 R Programming Looking at Data
+## 2158 R Programming Looking at Data
+## 2159 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2160 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2161 R Programming Looking at Data
+## 2162 Exploratory_Data_Analysis Clustering_Example
+## 2163 Exploratory_Data_Analysis Exploratory_Graphs
+## 2164 Exploratory_Data_Analysis Exploratory_Graphs
+## 2165 Exploratory_Data_Analysis Exploratory_Graphs
+## 2166 Exploratory_Data_Analysis Exploratory_Graphs
+## 2167 Exploratory_Data_Analysis Exploratory_Graphs
+## 2168 Exploratory_Data_Analysis Exploratory_Graphs
+## 2169 Exploratory_Data_Analysis Clustering_Example
+## 2170 Exploratory_Data_Analysis Clustering_Example
+## 2171 Getting and Cleaning Data Tidying Data with tidyr
+## 2172 R Programming Looking at Data
+## 2173 Exploratory_Data_Analysis K_Means_Clustering
+## 2174 Exploratory_Data_Analysis K_Means_Clustering
+## 2175 Getting and Cleaning Data Tidying Data with tidyr
+## 2176 Exploratory_Data_Analysis Base_Plotting_System
+## 2177 Exploratory_Data_Analysis Clustering_Example
+## 2178 Exploratory_Data_Analysis Exploratory_Graphs
+## 2179 Exploratory_Data_Analysis Exploratory_Graphs
+## 2180 Exploratory_Data_Analysis K_Means_Clustering
+## 2181 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2182 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2183 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2184 Exploratory_Data_Analysis Exploratory_Graphs
+## 2185 Exploratory_Data_Analysis Base_Plotting_System
+## 2186 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2187 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2188 Exploratory_Data_Analysis Exploratory_Graphs
+## 2189 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2190 Exploratory_Data_Analysis K_Means_Clustering
+## 2191 Exploratory_Data_Analysis K_Means_Clustering
+## 2192 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2193 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2194 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2195 Getting and Cleaning Data Tidying Data with tidyr
+## 2196 Exploratory_Data_Analysis Exploratory_Graphs
+## 2197 Exploratory_Data_Analysis Exploratory_Graphs
+## 2198 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2199 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2200 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2201 Getting and Cleaning Data Tidying Data with tidyr
+## 2202 Getting and Cleaning Data Tidying Data with tidyr
+## 2203 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2204 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2205 Exploratory_Data_Analysis Hierarchical_Clustering
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+## 2207 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2208 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2209 Getting and Cleaning Data Grouping and Chaining with dplyr
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+## 2214 Getting and Cleaning Data Manipulating Data with dplyr
+## 2215 R Programming Dates and Times
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+## 2219 Getting and Cleaning Data Manipulating Data with dplyr
+## 2220 Getting and Cleaning Data Manipulating Data with dplyr
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+## 2224 Getting and Cleaning Data Manipulating Data with dplyr
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+## 2246 R Programming Basic Building Blocks
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+## 2248 R Programming Basic Building Blocks
+## 2249 R Programming Basic Building Blocks
+## 2250 R Programming Basic Building Blocks
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+## 2252 R Programming Basic Building Blocks
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+## 2255 R Programming Basic Building Blocks
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+## 2257 R Programming Basic Building Blocks
+## 2258 R Programming Basic Building Blocks
+## 2259 R Programming Basic Building Blocks
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+## 2262 R Programming Basic Building Blocks
+## 2263 R Programming Basic Building Blocks
+## 2264 R Programming Basic Building Blocks
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+## 2266 R Programming Basic Building Blocks
+## 2267 R Programming Basic Building Blocks
+## 2268 R Programming Basic Building Blocks
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+## 2274 R Programming Basic Building Blocks
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+## 2277 R Programming Basic Building Blocks
+## 2278 R Programming Basic Building Blocks
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+## 2282 R Programming Matrices and Data Frames
+## 2283 R Programming Matrices and Data Frames
+## 2284 R Programming Matrices and Data Frames
+## 2285 R Programming Matrices and Data Frames
+## 2286 R Programming Matrices and Data Frames
+## 2287 R Programming Matrices and Data Frames
+## 2288 R Programming Matrices and Data Frames
+## 2289 R Programming Matrices and Data Frames
+## 2290 R Programming Matrices and Data Frames
+## 2291 R Programming Matrices and Data Frames
+## 2292 R Programming Matrices and Data Frames
+## 2293 R Programming Matrices and Data Frames
+## 2294 R Programming Matrices and Data Frames
+## 2295 R Programming Matrices and Data Frames
+## 2296 R Programming Matrices and Data Frames
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+## 2300 R Programming Matrices and Data Frames
+## 2301 R Programming Matrices and Data Frames
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+## 2357 R Programming Vectors
+## 2358 R Programming Vectors
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+## 2399 R Programming Subsetting Vectors
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+## 2405 R Programming Subsetting Vectors
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+## 2409 R Programming Subsetting Vectors
+## 2410 R Programming Subsetting Vectors
+## 2411 R Programming Subsetting Vectors
+## 2412 R Programming Subsetting Vectors
+## 2413 R Programming Subsetting Vectors
+## 2414 R Programming Subsetting Vectors
+## 2415 R Programming Subsetting Vectors
+## 2416 R Programming Subsetting Vectors
+## 2417 R Programming Subsetting Vectors
+## 2418 R Programming Subsetting Vectors
+## 2419 R Programming Subsetting Vectors
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+## 2421 R Programming Subsetting Vectors
+## 2422 R Programming Subsetting Vectors
+## 2423 R Programming Subsetting Vectors
+## 2424 R Programming Subsetting Vectors
+## 2425 R Programming Logic
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+## 2557 R Programming Missing Values
+## 2558 R Programming Missing Values
+## 2559 R Programming Missing Values
+## 2560 R Programming Missing Values
+## 2561 R Programming Missing Values
+## 2562 R Programming Missing Values
+## 2563 R Programming Missing Values
+## 2564 R Programming Missing Values
+## 2565 R Programming Missing Values
+## 2566 R Programming Missing Values
+## 2567 R Programming Vectors
+## 2568 R Programming Vectors
+## 2569 R Programming Vectors
+## 2570 R Programming Basic Building Blocks
+## 2571 R Programming Basic Building Blocks
+## 2572 R Programming Basic Building Blocks
+## 2573 R Programming Basic Building Blocks
+## 2574 R Programming Basic Building Blocks
+## 2575 R Programming Basic Building Blocks
+## 2576 R Programming Basic Building Blocks
+## 2577 R Programming Basic Building Blocks
+## 2578 R Programming Logic
+## 2579 R Programming Logic
+## 2580 R Programming Logic
+## 2581 R Programming Logic
+## 2582 R Programming Logic
+## 2583 R Programming Logic
+## 2584 R Programming Logic
+## 2585 R Programming Logic
+## 2586 R Programming Logic
+## 2587 R Programming Logic
+## 2588 R Programming Basic Building Blocks
+## 2589 R Programming Dates and Times
+## 2590 R Programming Dates and Times
+## 2591 R Programming Dates and Times
+## 2592 R Programming Dates and Times
+## 2593 R Programming Dates and Times
+## 2594 R Programming Dates and Times
+## 2595 R Programming Dates and Times
+## 2596 R Programming Dates and Times
+## 2597 R Programming Basic Building Blocks
+## 2598 R Programming Basic Building Blocks
+## 2599 R Programming Logic
+## 2600 R Programming Dates and Times
+## 2601 R Programming Dates and Times
+## 2602 R Programming Dates and Times
+## 2603 R Programming Dates and Times
+## 2604 R Programming Dates and Times
+## 2605 R Programming Dates and Times
+## 2606 R Programming Dates and Times
+## 2607 R Programming Dates and Times
+## 2608 R Programming Basic Building Blocks
+## 2609 R Programming Basic Building Blocks
+## 2610 R Programming Functions
+## 2611 R Programming Functions
+## 2612 R Programming Functions
+## 2613 R Programming Functions
+## 2614 R Programming Functions
+## 2615 R Programming Functions
+## 2616 R Programming Functions
+## 2617 R Programming Functions
+## 2618 R Programming Functions
+## 2619 R Programming Functions
+## 2620 R Programming Functions
+## 2621 R Programming Dates and Times
+## 2622 R Programming Basic Building Blocks
+## 2623 R Programming Basic Building Blocks
+## 2624 R Programming Basic Building Blocks
+## 2625 R Programming Basic Building Blocks
+## 2626 R Programming Basic Building Blocks
+## 2627 R Programming Basic Building Blocks
+## 2628 R Programming Basic Building Blocks
+## 2629 R Programming Basic Building Blocks
+## 2630 R Programming Basic Building Blocks
+## 2631 R Programming Functions
+## 2632 R Programming Functions
+## 2633 R Programming Subsetting Vectors
+## 2634 R Programming Subsetting Vectors
+## 2635 R Programming Subsetting Vectors
+## 2636 R Programming Subsetting Vectors
+## 2637 R Programming Subsetting Vectors
+## 2638 R Programming Subsetting Vectors
+## 2639 R Programming Subsetting Vectors
+## 2640 R Programming Subsetting Vectors
+## 2641 R Programming Subsetting Vectors
+## 2642 R Programming Logic
+## 2643 R Programming Logic
+## 2644 R Programming Logic
+## 2645 R Programming Logic
+## 2646 R Programming Logic
+## 2647 R Programming Logic
+## 2648 R Programming Logic
+## 2649 R Programming Logic
+## 2650 R Programming Logic
+## 2651 R Programming Logic
+## 2652 R Programming Logic
+## 2653 R Programming Logic
+## 2654 R Programming Logic
+## 2655 R Programming Logic
+## 2656 R Programming Logic
+## 2657 R Programming Logic
+## 2658 R Programming Logic
+## 2659 R Programming Logic
+## 2660 R Programming Logic
+## 2661 R Programming Logic
+## 2662 R Programming Logic
+## 2663 R Programming Logic
+## 2664 R Programming Logic
+## 2665 R Programming Logic
+## 2666 R Programming Vectors
+## 2667 R Programming Vectors
+## 2668 R Programming Vectors
+## 2669 R Programming Vectors
+## 2670 R Programming Vectors
+## 2671 R Programming Vectors
+## 2672 R Programming Vectors
+## 2673 R Programming Vectors
+## 2674 R Programming Vectors
+## 2675 R Programming Vectors
+## 2676 R Programming Vectors
+## 2677 R Programming Vectors
+## 2678 R Programming Vectors
+## 2679 R Programming Vectors
+## 2680 R Programming Vectors
+## 2681 R Programming Vectors
+## 2682 R Programming Vectors
+## 2683 R Programming Vectors
+## 2684 R Programming Vectors
+## 2685 R Programming Dates and Times
+## 2686 R Programming Dates and Times
+## 2687 R Programming Dates and Times
+## 2688 R Programming Dates and Times
+## 2689 R Programming Dates and Times
+## 2690 R Programming Dates and Times
+## 2691 R Programming Dates and Times
+## 2692 R Programming Dates and Times
+## 2693 R Programming Dates and Times
+## 2694 R Programming Dates and Times
+## 2695 R Programming Dates and Times
+## 2696 R Programming Workspace and Files
+## 2697 R Programming Workspace and Files
+## 2698 R Programming Workspace and Files
+## 2699 R Programming Workspace and Files
+## 2700 R Programming Workspace and Files
+## 2701 R Programming Workspace and Files
+## 2702 R Programming Workspace and Files
+## 2703 R Programming Workspace and Files
+## 2704 R Programming Workspace and Files
+## 2705 R Programming Workspace and Files
+## 2706 R Programming Workspace and Files
+## 2707 R Programming Workspace and Files
+## 2708 R Programming Workspace and Files
+## 2709 R Programming Workspace and Files
+## 2710 R Programming Workspace and Files
+## 2711 R Programming Workspace and Files
+## 2712 R Programming Workspace and Files
+## 2713 R Programming Workspace and Files
+## 2714 R Programming Workspace and Files
+## 2715 R Programming Workspace and Files
+## 2716 R Programming Workspace and Files
+## 2717 R Programming Workspace and Files
+## 2718 R Programming Functions
+## 2719 R Programming Functions
+## 2720 R Programming Functions
+## 2721 R Programming Functions
+## 2722 R Programming Functions
+## 2723 R Programming Functions
+## 2724 R Programming Functions
+## 2725 R Programming Functions
+## 2726 R Programming Functions
+## 2727 R Programming Functions
+## 2728 R Programming Functions
+## 2729 R Programming Functions
+## 2730 R Programming Functions
+## 2731 R Programming Functions
+## 2732 R Programming Functions
+## 2733 R Programming Missing Values
+## 2734 R Programming Missing Values
+## 2735 R Programming Missing Values
+## 2736 R Programming Missing Values
+## 2737 R Programming Missing Values
+## 2738 R Programming Missing Values
+## 2739 R Programming Missing Values
+## 2740 R Programming Missing Values
+## 2741 R Programming Missing Values
+## 2742 R Programming Subsetting Vectors
+## 2743 R Programming Subsetting Vectors
+## 2744 R Programming Subsetting Vectors
+## 2745 R Programming Subsetting Vectors
+## 2746 R Programming Subsetting Vectors
+## 2747 R Programming Subsetting Vectors
+## 2748 R Programming Subsetting Vectors
+## 2749 R Programming Subsetting Vectors
+## 2750 R Programming Subsetting Vectors
+## 2751 R Programming Subsetting Vectors
+## 2752 R Programming Subsetting Vectors
+## 2753 R Programming Subsetting Vectors
+## 2754 R Programming Subsetting Vectors
+## 2755 R Programming Subsetting Vectors
+## 2756 R Programming Workspace and Files
+## 2757 R Programming Missing Values
+## 2758 R Programming Missing Values
+## 2759 R Programming Missing Values
+## 2760 R Programming Missing Values
+## 2761 R Programming Missing Values
+## 2762 R Programming Subsetting Vectors
+## 2763 R Programming Subsetting Vectors
+## 2764 R Programming Subsetting Vectors
+## 2765 R Programming Dates and Times
+## 2766 Getting and Cleaning Data Tidying Data with tidyr
+## 2767 R Programming Dates and Times
+## 2768 R Programming Dates and Times
+## 2769 R Programming Dates and Times
+## 2770 R Programming Dates and Times
+## 2771 Getting and Cleaning Data Tidying Data with tidyr
+## 2772 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2773 Getting and Cleaning Data Tidying Data with tidyr
+## 2774 Getting and Cleaning Data Tidying Data with tidyr
+## 2775 Getting and Cleaning Data Tidying Data with tidyr
+## 2776 R Programming Dates and Times
+## 2777 R Programming Basic Building Blocks
+## 2778 R Programming Dates and Times
+## 2779 R Programming Logic
+## 2780 R Programming Missing Values
+## 2781 R Programming Basic Building Blocks
+## 2782 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2783 R Programming Dates and Times
+## 2784 Getting and Cleaning Data Tidying Data with tidyr
+## 2785 R Programming Subsetting Vectors
+## 2786 R Programming Dates and Times
+## 2787 R Programming Workspace and Files
+## 2788 R Programming Dates and Times
+## 2789 R Programming Dates and Times
+## 2790 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2791 R Programming Dates and Times
+## 2792 R Programming Dates and Times
+## 2793 R Programming Vectors
+## 2794 R Programming Subsetting Vectors
+## 2795 Getting and Cleaning Data Tidying Data with tidyr
+## 2796 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2797 R Programming Logic
+## 2798 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2799 Getting and Cleaning Data Tidying Data with tidyr
+## 2800 R Programming Missing Values
+## 2801 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2802 R Programming Dates and Times
+## 2803 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2804 R Programming Dates and Times
+## 2805 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2806 R Programming Subsetting Vectors
+## 2807 Getting and Cleaning Data Manipulating Data with dplyr
+## 2808 R Programming Workspace and Files
+## 2809 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2810 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2811 R Programming Logic
+## 2812 R Programming Logic
+## 2813 R Programming Logic
+## 2814 R Programming Vectors
+## 2815 R Programming Vectors
+## 2816 R Programming Subsetting Vectors
+## 2817 Getting and Cleaning Data Manipulating Data with dplyr
+## 2818 R Programming Logic
+## 2819 R Programming Vectors
+## 2820 R Programming Workspace and Files
+## 2821 R Programming Looking at Data
+## 2822 R Programming Basic Building Blocks
+## 2823 R Programming Matrices and Data Frames
+## 2824 Getting and Cleaning Data Tidying Data with tidyr
+## 2825 R Programming Missing Values
+## 2826 R Programming Missing Values
+## 2827 R Programming Basic Building Blocks
+## 2828 R Programming Logic
+## 2829 R Programming Subsetting Vectors
+## 2830 R Programming Workspace and Files
+## 2831 R Programming Workspace and Files
+## 2832 R Programming Looking at Data
+## 2833 R Programming Vectors
+## 2834 R Programming Vectors
+## 2835 R Programming Vectors
+## 2836 R Programming Vectors
+## 2837 R Programming Dates and Times
+## 2838 R Programming Vectors
+## 2839 R Programming Subsetting Vectors
+## 2840 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2841 R Programming Subsetting Vectors
+## 2842 R Programming Vectors
+## 2843 Getting and Cleaning Data Manipulating Data with dplyr
+## 2844 Getting and Cleaning Data Manipulating Data with dplyr
+## 2845 R Programming Vectors
+## 2846 R Programming Vectors
+## 2847 R Programming Vectors
+## 2848 R Programming Vectors
+## 2849 R Programming Vectors
+## 2850 R Programming Logic
+## 2851 R Programming Workspace and Files
+## 2852 R Programming Logic
+## 2853 R Programming Subsetting Vectors
+## 2854 R Programming Vectors
+## 2855 R Programming Logic
+## 2856 R Programming Workspace and Files
+## 2857 R Programming Workspace and Files
+## 2858 R Programming Missing Values
+## 2859 R Programming Missing Values
+## 2860 R Programming Missing Values
+## 2861 R Programming Looking at Data
+## 2862 R Programming Basic Building Blocks
+## 2863 R Programming Missing Values
+## 2864 R Programming Matrices and Data Frames
+## 2865 R Programming Matrices and Data Frames
+## 2866 R Programming Subsetting Vectors
+## 2867 R Programming Basic Building Blocks
+## 2868 R Programming Basic Building Blocks
+## 2869 R Programming Basic Building Blocks
+## 2870 R Programming Looking at Data
+## 2871 R Programming Logic
+## 2872 R Programming Logic
+## 2873 R Programming Subsetting Vectors
+## 2874 R Programming Subsetting Vectors
+## 2875 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2876 R Programming Subsetting Vectors
+## 2877 R Programming Workspace and Files
+## 2878 R Programming Workspace and Files
+## 2879 R Programming Subsetting Vectors
+## 2880 R Programming Subsetting Vectors
+## 2881 R Programming Vectors
+## 2882 R Programming Vectors
+## 2883 R Programming Logic
+## 2884 R Programming Missing Values
+## 2885 R Programming Looking at Data
+## 2886 R Programming Logic
+## 2887 R Programming Logic
+## 2888 R Programming Workspace and Files
+## 2889 R Programming Missing Values
+## 2890 R Programming Basic Building Blocks
+## 2891 R Programming Logic
+## 2892 R Programming Logic
+## 2893 R Programming Logic
+## 2894 R Programming Workspace and Files
+## 2895 R Programming Looking at Data
+## 2896 R Programming Looking at Data
+## 2897 R Programming Looking at Data
+## 2898 R Programming Matrices and Data Frames
+## 2899 R Programming Matrices and Data Frames
+## 2900 R Programming Basic Building Blocks
+## 2901 R Programming Looking at Data
+## 2902 R Programming Workspace and Files
+## 2903 R Programming Matrices and Data Frames
+## 2904 R Programming Basic Building Blocks
+## 2905 R Programming Basic Building Blocks
+## 2906 Getting and Cleaning Data Manipulating Data with dplyr
+## 2907 Getting and Cleaning Data Manipulating Data with dplyr
+## 2908 Getting and Cleaning Data Manipulating Data with dplyr
+## 2909 R Programming Looking at Data
+## 2910 R Programming Matrices and Data Frames
+## 2911 R Programming Matrices and Data Frames
+## 2912 R Programming Matrices and Data Frames
+## 2913 R Programming Subsetting Vectors
+## 2914 R Programming Basic Building Blocks
+## 2915 R Programming Subsetting Vectors
+## 2916 R Programming Missing Values
+## 2917 R Programming Workspace and Files
+## 2918 R Programming Workspace and Files
+## 2919 R Programming Looking at Data
+## 2920 R Programming Missing Values
+## 2921 R Programming Looking at Data
+## 2922 R Programming Matrices and Data Frames
+## 2923 R Programming Matrices and Data Frames
+## 2924 R Programming Basic Building Blocks
+## 2925 R Programming Matrices and Data Frames
+## 2926 Getting and Cleaning Data Manipulating Data with dplyr
+## 2927 R Programming Workspace and Files
+## 2928 R Programming Missing Values
+## 2929 R Programming Basic Building Blocks
+## 2930 R Programming Looking at Data
+## 2931 Getting and Cleaning Data Manipulating Data with dplyr
+## 2932 Getting and Cleaning Data Manipulating Data with dplyr
+## 2933 R Programming Looking at Data
+## 2934 R Programming Matrices and Data Frames
+## 2935 R Programming Looking at Data
+## 2936 R Programming Basic Building Blocks
+## 2937 Getting and Cleaning Data Manipulating Data with dplyr
+## 2938 R Programming Missing Values
+## 2939 Getting and Cleaning Data Manipulating Data with dplyr
+## 2940 Getting and Cleaning Data Manipulating Data with dplyr
+## 2941 R Programming Functions
+## 2942 R Programming Functions
+## 2943 R Programming Functions
+## 2944 R Programming Functions
+## 2945 R Programming Functions
+## 2946 R Programming Functions
+## 2947 R Programming Functions
+## 2948 R Programming Functions
+## 2949 R Programming Functions
+## 2950 R Programming Functions
+## 2951 R Programming Functions
+## 2952 R Programming Functions
+## 2953 R Programming Functions
+## 2954 R Programming Functions
+## 2955 R Programming Functions
+## 2956 R Programming Functions
+## 2957 R Programming Functions
+## 2958 R Programming Vectors
+## 2959 R Programming Vectors
+## 2960 R Programming Vectors
+## 2961 R Programming Vectors
+## 2962 R Programming Missing Values
+## 2963 R Programming Missing Values
+## 2964 R Programming Missing Values
+## 2965 R Programming Missing Values
+## 2966 R Programming Missing Values
+## 2967 R Programming Vectors
+## 2968 R Programming Vectors
+## 2969 R Programming Vectors
+## 2970 R Programming Vectors
+## 2971 R Programming Vectors
+## 2972 R Programming Missing Values
+## 2973 R Programming Missing Values
+## 2974 R Programming Vectors
+## 2975 R Programming Vectors
+## 2976 R Programming Vectors
+## 2977 R Programming Vectors
+## 2978 R Programming Missing Values
+## 2979 R Programming Missing Values
+## 2980 R Programming Missing Values
+## 2981 R Programming Missing Values
+## 2982 R Programming Missing Values
+## 2983 R Programming Missing Values
+## 2984 R Programming Subsetting Vectors
+## 2985 R Programming Subsetting Vectors
+## 2986 R Programming Subsetting Vectors
+## 2987 R Programming Subsetting Vectors
+## 2988 R Programming Subsetting Vectors
+## 2989 R Programming Subsetting Vectors
+## 2990 R Programming Logic
+## 2991 R Programming Logic
+## 2992 R Programming Logic
+## 2993 R Programming Logic
+## 2994 R Programming Logic
+## 2995 R Programming Logic
+## 2996 R Programming Logic
+## 2997 R Programming Logic
+## 2998 R Programming Logic
+## 2999 R Programming Missing Values
+## 3000 R Programming Subsetting Vectors
+## 3001 R Programming Subsetting Vectors
+## 3002 R Programming Subsetting Vectors
+## 3003 R Programming Subsetting Vectors
+## 3004 R Programming Subsetting Vectors
+## 3005 R Programming Subsetting Vectors
+## 3006 R Programming Subsetting Vectors
+## 3007 R Programming Subsetting Vectors
+## 3008 R Programming Subsetting Vectors
+## 3009 R Programming Subsetting Vectors
+## 3010 R Programming Subsetting Vectors
+## 3011 R Programming Subsetting Vectors
+## 3012 R Programming Subsetting Vectors
+## 3013 R Programming Subsetting Vectors
+## 3014 R Programming Subsetting Vectors
+## 3015 R Programming Subsetting Vectors
+## 3016 R Programming Subsetting Vectors
+## 3017 R Programming Subsetting Vectors
+## 3018 R Programming Subsetting Vectors
+## 3019 R Programming Subsetting Vectors
+## 3020 R Programming Logic
+## 3021 R Programming Logic
+## 3022 R Programming Dates and Times
+## 3023 R Programming Dates and Times
+## 3024 R Programming Dates and Times
+## 3025 R Programming Dates and Times
+## 3026 R Programming Dates and Times
+## 3027 R Programming Dates and Times
+## 3028 R Programming Dates and Times
+## 3029 R Programming Dates and Times
+## 3030 R Programming Dates and Times
+## 3031 R Programming Dates and Times
+## 3032 R Programming Dates and Times
+## 3033 R Programming Dates and Times
+## 3034 R Programming Dates and Times
+## 3035 R Programming Dates and Times
+## 3036 R Programming Dates and Times
+## 3037 R Programming Dates and Times
+## 3038 R Programming Dates and Times
+## 3039 R Programming Dates and Times
+## 3040 R Programming Dates and Times
+## 3041 R Programming Dates and Times
+## 3042 R Programming Dates and Times
+## 3043 R Programming Dates and Times
+## 3044 R Programming Dates and Times
+## 3045 R Programming Dates and Times
+## 3046 R Programming Dates and Times
+## 3047 R Programming Dates and Times
+## 3048 R Programming Dates and Times
+## 3049 R Programming Dates and Times
+## 3050 R Programming Functions
+## 3051 R Programming Functions
+## 3052 R Programming Functions
+## 3053 R Programming Functions
+## 3054 R Programming Functions
+## 3055 R Programming Functions
+## 3056 R Programming Functions
+## 3057 R Programming Functions
+## 3058 R Programming Functions
+## 3059 R Programming Functions
+## 3060 R Programming Functions
+## 3061 R Programming Functions
+## 3062 R Programming Functions
+## 3063 R Programming Functions
+## 3064 R Programming Functions
+## 3065 R Programming Functions
+## 3066 R Programming Functions
+## 3067 R Programming Functions
+## 3068 R Programming Functions
+## 3069 R Programming Functions
+## 3070 R Programming Functions
+## 3071 R Programming Functions
+## 3072 R Programming Functions
+## 3073 R Programming Functions
+## 3074 R Programming Functions
+## 3075 R Programming Functions
+## 3076 R Programming Functions
+## 3077 R Programming Functions
+## 3078 R Programming Matrices and Data Frames
+## 3079 R Programming Matrices and Data Frames
+## 3080 R Programming Matrices and Data Frames
+## 3081 R Programming Matrices and Data Frames
+## 3082 R Programming Matrices and Data Frames
+## 3083 R Programming Matrices and Data Frames
+## 3084 R Programming Matrices and Data Frames
+## 3085 R Programming Matrices and Data Frames
+## 3086 R Programming Matrices and Data Frames
+## 3087 R Programming Matrices and Data Frames
+## 3088 R Programming Matrices and Data Frames
+## 3089 R Programming Matrices and Data Frames
+## 3090 R Programming Matrices and Data Frames
+## 3091 R Programming Matrices and Data Frames
+## 3092 R Programming Matrices and Data Frames
+## 3093 R Programming Matrices and Data Frames
+## 3094 R Programming Matrices and Data Frames
+## 3095 R Programming Matrices and Data Frames
+## 3096 R Programming Matrices and Data Frames
+## 3097 R Programming Matrices and Data Frames
+## 3098 R Programming Matrices and Data Frames
+## 3099 R Programming Matrices and Data Frames
+## 3100 R Programming Matrices and Data Frames
+## 3101 R Programming Logic
+## 3102 R Programming Logic
+## 3103 R Programming Logic
+## 3104 R Programming Logic
+## 3105 R Programming Logic
+## 3106 R Programming Logic
+## 3107 R Programming Logic
+## 3108 R Programming Logic
+## 3109 R Programming Logic
+## 3110 R Programming Logic
+## 3111 R Programming Logic
+## 3112 R Programming Logic
+## 3113 R Programming Logic
+## 3114 R Programming Logic
+## 3115 R Programming Logic
+## 3116 R Programming Logic
+## 3117 R Programming Logic
+## 3118 R Programming Logic
+## 3119 R Programming Logic
+## 3120 R Programming Logic
+## 3121 R Programming Logic
+## 3122 R Programming Logic
+## 3123 R Programming Logic
+## 3124 R Programming Logic
+## 3125 R Programming Vectors
+## 3126 R Programming Vectors
+## 3127 R Programming Vectors
+## 3128 R Programming Vectors
+## 3129 R Programming Vectors
+## 3130 R Programming Vectors
+## 3131 Exploratory_Data_Analysis Plotting_Systems
+## 3132 Exploratory_Data_Analysis Plotting_Systems
+## 3133 Exploratory_Data_Analysis Plotting_Systems
+## 3134 Exploratory_Data_Analysis Plotting_Systems
+## 3135 Exploratory_Data_Analysis Plotting_Systems
+## 3136 Exploratory_Data_Analysis Plotting_Systems
+## 3137 Exploratory_Data_Analysis Plotting_Systems
+## 3138 Exploratory_Data_Analysis Plotting_Systems
+## 3139 Exploratory_Data_Analysis Plotting_Systems
+## 3140 Exploratory_Data_Analysis Plotting_Systems
+## 3141 Exploratory_Data_Analysis Plotting_Systems
+## 3142 Exploratory_Data_Analysis Plotting_Systems
+## 3143 Exploratory_Data_Analysis Plotting_Systems
+## 3144 Exploratory_Data_Analysis Plotting_Systems
+## 3145 Exploratory_Data_Analysis Plotting_Systems
+## 3146 Exploratory_Data_Analysis Plotting_Systems
+## 3147 Exploratory_Data_Analysis Plotting_Systems
+## 3148 Exploratory_Data_Analysis Plotting_Systems
+## 3149 Exploratory_Data_Analysis Plotting_Systems
+## 3150 Exploratory_Data_Analysis Plotting_Systems
+## 3151 Exploratory_Data_Analysis Plotting_Systems
+## 3152 Getting and Cleaning Data Manipulating Data with dplyr
+## 3153 Getting and Cleaning Data Manipulating Data with dplyr
+## 3154 Getting and Cleaning Data Manipulating Data with dplyr
+## 3155 Getting and Cleaning Data Manipulating Data with dplyr
+## 3156 Getting and Cleaning Data Manipulating Data with dplyr
+## 3157 Getting and Cleaning Data Manipulating Data with dplyr
+## 3158 Getting and Cleaning Data Manipulating Data with dplyr
+## 3159 Getting and Cleaning Data Manipulating Data with dplyr
+## 3160 Getting and Cleaning Data Manipulating Data with dplyr
+## 3161 Getting and Cleaning Data Manipulating Data with dplyr
+## 3162 Getting and Cleaning Data Manipulating Data with dplyr
+## 3163 Getting and Cleaning Data Manipulating Data with dplyr
+## 3164 Getting and Cleaning Data Manipulating Data with dplyr
+## 3165 Getting and Cleaning Data Manipulating Data with dplyr
+## 3166 Getting and Cleaning Data Manipulating Data with dplyr
+## 3167 Getting and Cleaning Data Manipulating Data with dplyr
+## 3168 Getting and Cleaning Data Manipulating Data with dplyr
+## 3169 Getting and Cleaning Data Manipulating Data with dplyr
+## 3170 Getting and Cleaning Data Manipulating Data with dplyr
+## 3171 Getting and Cleaning Data Manipulating Data with dplyr
+## 3172 Getting and Cleaning Data Manipulating Data with dplyr
+## 3173 Getting and Cleaning Data Manipulating Data with dplyr
+## 3174 Getting and Cleaning Data Manipulating Data with dplyr
+## 3175 Getting and Cleaning Data Manipulating Data with dplyr
+## 3176 Getting and Cleaning Data Manipulating Data with dplyr
+## 3177 Getting and Cleaning Data Manipulating Data with dplyr
+## 3178 Getting and Cleaning Data Manipulating Data with dplyr
+## 3179 Getting and Cleaning Data Manipulating Data with dplyr
+## 3180 Getting and Cleaning Data Manipulating Data with dplyr
+## 3181 Getting and Cleaning Data Manipulating Data with dplyr
+## 3182 Getting and Cleaning Data Manipulating Data with dplyr
+## 3183 Getting and Cleaning Data Manipulating Data with dplyr
+## 3184 Getting and Cleaning Data Manipulating Data with dplyr
+## 3185 Getting and Cleaning Data Manipulating Data with dplyr
+## 3186 Getting and Cleaning Data Manipulating Data with dplyr
+## 3187 Getting and Cleaning Data Manipulating Data with dplyr
+## 3188 Getting and Cleaning Data Manipulating Data with dplyr
+## 3189 Getting and Cleaning Data Manipulating Data with dplyr
+## 3190 Getting and Cleaning Data Manipulating Data with dplyr
+## 3191 Getting and Cleaning Data Manipulating Data with dplyr
+## 3192 Exploratory_Data_Analysis Base_Plotting_System
+## 3193 Exploratory_Data_Analysis Base_Plotting_System
+## 3194 Exploratory_Data_Analysis Base_Plotting_System
+## 3195 Exploratory_Data_Analysis Base_Plotting_System
+## 3196 Exploratory_Data_Analysis Base_Plotting_System
+## 3197 Exploratory_Data_Analysis Base_Plotting_System
+## 3198 Exploratory_Data_Analysis Base_Plotting_System
+## 3199 Exploratory_Data_Analysis Base_Plotting_System
+## 3200 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3201 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3202 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3203 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3204 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3205 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3206 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3207 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3208 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3209 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3210 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3211 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3212 R Programming Looking at Data
+## 3213 R Programming Looking at Data
+## 3214 R Programming Looking at Data
+## 3215 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3216 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3217 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3218 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3219 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3220 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3221 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3222 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3223 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3224 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3225 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3226 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3227 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3228 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3229 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3230 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3231 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3232 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3233 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3234 Exploratory_Data_Analysis Base_Plotting_System
+## 3235 Exploratory_Data_Analysis Base_Plotting_System
+## 3236 Exploratory_Data_Analysis Base_Plotting_System
+## 3237 Exploratory_Data_Analysis Base_Plotting_System
+## 3238 Exploratory_Data_Analysis Base_Plotting_System
+## 3239 Exploratory_Data_Analysis Base_Plotting_System
+## 3240 Exploratory_Data_Analysis Base_Plotting_System
+## 3241 Exploratory_Data_Analysis Base_Plotting_System
+## 3242 Exploratory_Data_Analysis Base_Plotting_System
+## 3243 Exploratory_Data_Analysis Base_Plotting_System
+## 3244 Exploratory_Data_Analysis Base_Plotting_System
+## 3245 Exploratory_Data_Analysis Base_Plotting_System
+## 3246 Exploratory_Data_Analysis Base_Plotting_System
+## 3247 Exploratory_Data_Analysis Base_Plotting_System
+## 3248 Exploratory_Data_Analysis Base_Plotting_System
+## 3249 Exploratory_Data_Analysis Base_Plotting_System
+## 3250 R Programming Looking at Data
+## 3251 R Programming Looking at Data
+## 3252 R Programming Looking at Data
+## 3253 R Programming Looking at Data
+## 3254 R Programming Looking at Data
+## 3255 R Programming Looking at Data
+## 3256 R Programming Looking at Data
+## 3257 R Programming Looking at Data
+## 3258 R Programming Looking at Data
+## 3259 R Programming Looking at Data
+## 3260 R Programming Looking at Data
+## 3261 R Programming Looking at Data
+## 3262 Exploratory_Data_Analysis Base_Plotting_System
+## 3263 Exploratory_Data_Analysis Base_Plotting_System
+## 3264 Exploratory_Data_Analysis Base_Plotting_System
+## 3265 Exploratory_Data_Analysis Base_Plotting_System
+## 3266 Exploratory_Data_Analysis Base_Plotting_System
+## 3267 Exploratory_Data_Analysis Base_Plotting_System
+## 3268 Exploratory_Data_Analysis Base_Plotting_System
+## 3269 Exploratory_Data_Analysis Clustering_Example
+## 3270 Exploratory_Data_Analysis Clustering_Example
+## 3271 Exploratory_Data_Analysis Clustering_Example
+## 3272 Exploratory_Data_Analysis Clustering_Example
+## 3273 Exploratory_Data_Analysis Clustering_Example
+## 3274 Exploratory_Data_Analysis Clustering_Example
+## 3275 Exploratory_Data_Analysis Clustering_Example
+## 3276 Exploratory_Data_Analysis Clustering_Example
+## 3277 Exploratory_Data_Analysis Clustering_Example
+## 3278 Exploratory_Data_Analysis Clustering_Example
+## 3279 Exploratory_Data_Analysis Clustering_Example
+## 3280 Exploratory_Data_Analysis Clustering_Example
+## 3281 Exploratory_Data_Analysis Clustering_Example
+## 3282 Exploratory_Data_Analysis Clustering_Example
+## 3283 Exploratory_Data_Analysis Clustering_Example
+## 3284 Exploratory_Data_Analysis Clustering_Example
+## 3285 Exploratory_Data_Analysis Clustering_Example
+## 3286 Exploratory_Data_Analysis Clustering_Example
+## 3287 Exploratory_Data_Analysis Base_Plotting_System
+## 3288 Exploratory_Data_Analysis Base_Plotting_System
+## 3289 Exploratory_Data_Analysis Base_Plotting_System
+## 3290 Exploratory_Data_Analysis Base_Plotting_System
+## 3291 Exploratory_Data_Analysis Base_Plotting_System
+## 3292 Exploratory_Data_Analysis Base_Plotting_System
+## 3293 Exploratory_Data_Analysis Base_Plotting_System
+## 3294 Exploratory_Data_Analysis Base_Plotting_System
+## 3295 Exploratory_Data_Analysis Base_Plotting_System
+## 3296 Exploratory_Data_Analysis Base_Plotting_System
+## 3297 Exploratory_Data_Analysis Clustering_Example
+## 3298 Exploratory_Data_Analysis Clustering_Example
+## 3299 Exploratory_Data_Analysis Clustering_Example
+## 3300 Exploratory_Data_Analysis Clustering_Example
+## 3301 Exploratory_Data_Analysis Clustering_Example
+## 3302 Exploratory_Data_Analysis Clustering_Example
+## 3303 Exploratory_Data_Analysis Clustering_Example
+## 3304 Exploratory_Data_Analysis Clustering_Example
+## 3305 Exploratory_Data_Analysis Clustering_Example
+## 3306 Exploratory_Data_Analysis Clustering_Example
+## 3307 Exploratory_Data_Analysis Clustering_Example
+## 3308 Exploratory_Data_Analysis Clustering_Example
+## 3309 Exploratory_Data_Analysis Clustering_Example
+## 3310 Exploratory_Data_Analysis Clustering_Example
+## 3311 Exploratory_Data_Analysis Clustering_Example
+## 3312 Exploratory_Data_Analysis Clustering_Example
+## 3313 Exploratory_Data_Analysis Clustering_Example
+## 3314 Exploratory_Data_Analysis Clustering_Example
+## 3315 Exploratory_Data_Analysis Clustering_Example
+## 3316 Exploratory_Data_Analysis Clustering_Example
+## 3317 Exploratory_Data_Analysis Clustering_Example
+## 3318 Exploratory_Data_Analysis Clustering_Example
+## 3319 R Programming Basic Building Blocks
+## 3320 R Programming Basic Building Blocks
+## 3321 R Programming Logic
+## 3322 R Programming Functions
+## 3323 R Programming Dates and Times
+## 3324 R Programming Basic Building Blocks
+## 3325 R Programming Functions
+## 3326 R Programming Logic
+## 3327 R Programming Basic Building Blocks
+## 3328 R Programming Functions
+## 3329 R Programming Basic Building Blocks
+## 3330 R Programming Basic Building Blocks
+## 3331 R Programming Logic
+## 3332 R Programming Subsetting Vectors
+## 3333 R Programming Basic Building Blocks
+## 3334 R Programming Dates and Times
+## 3335 R Programming Subsetting Vectors
+## 3336 R Programming Workspace and Files
+## 3337 R Programming Workspace and Files
+## 3338 R Programming Subsetting Vectors
+## 3339 R Programming Dates and Times
+## 3340 R Programming Workspace and Files
+## 3341 R Programming Subsetting Vectors
+## 3342 R Programming Functions
+## 3343 R Programming Workspace and Files
+## 3344 R Programming Workspace and Files
+## 3345 R Programming Vectors
+## 3346 R Programming Functions
+## 3347 R Programming Subsetting Vectors
+## 3348 R Programming Dates and Times
+## 3349 R Programming Dates and Times
+## 3350 R Programming Vectors
+## 3351 R Programming Dates and Times
+## 3352 R Programming Dates and Times
+## 3353 R Programming Basic Building Blocks
+## 3354 R Programming Subsetting Vectors
+## 3355 R Programming Subsetting Vectors
+## 3356 R Programming Workspace and Files
+## 3357 R Programming Logic
+## 3358 R Programming Logic
+## 3359 R Programming Logic
+## 3360 R Programming Workspace and Files
+## 3361 R Programming Workspace and Files
+## 3362 R Programming Dates and Times
+## 3363 R Programming Subsetting Vectors
+## 3364 R Programming Subsetting Vectors
+## 3365 R Programming Subsetting Vectors
+## 3366 R Programming Functions
+## 3367 R Programming Vectors
+## 3368 R Programming Logic
+## 3369 R Programming Logic
+## 3370 R Programming Logic
+## 3371 R Programming Functions
+## 3372 R Programming Dates and Times
+## 3373 R Programming Dates and Times
+## 3374 R Programming Dates and Times
+## 3375 R Programming Basic Building Blocks
+## 3376 R Programming Functions
+## 3377 R Programming Functions
+## 3378 R Programming Vectors
+## 3379 R Programming Vectors
+## 3380 R Programming Vectors
+## 3381 R Programming Subsetting Vectors
+## 3382 R Programming Subsetting Vectors
+## 3383 R Programming Subsetting Vectors
+## 3384 R Programming Workspace and Files
+## 3385 R Programming Workspace and Files
+## 3386 R Programming Workspace and Files
+## 3387 R Programming Workspace and Files
+## 3388 R Programming Logic
+## 3389 R Programming Dates and Times
+## 3390 R Programming Logic
+## 3391 R Programming Workspace and Files
+## 3392 R Programming Functions
+## 3393 R Programming Dates and Times
+## 3394 R Programming Dates and Times
+## 3395 R Programming Dates and Times
+## 3396 R Programming Logic
+## 3397 R Programming Logic
+## 3398 R Programming Logic
+## 3399 R Programming Logic
+## 3400 R Programming Logic
+## 3401 R Programming Logic
+## 3402 R Programming Logic
+## 3403 R Programming Functions
+## 3404 R Programming Functions
+## 3405 R Programming Vectors
+## 3406 R Programming Vectors
+## 3407 R Programming Vectors
+## 3408 R Programming Workspace and Files
+## 3409 R Programming Workspace and Files
+## 3410 R Programming Workspace and Files
+## 3411 R Programming Workspace and Files
+## 3412 R Programming Logic
+## 3413 R Programming Dates and Times
+## 3414 R Programming Vectors
+## 3415 R Programming Workspace and Files
+## 3416 R Programming Workspace and Files
+## 3417 R Programming Workspace and Files
+## 3418 R Programming Workspace and Files
+## 3419 R Programming Logic
+## 3420 R Programming Functions
+## 3421 R Programming Functions
+## 3422 R Programming Logic
+## 3423 R Programming Logic
+## 3424 R Programming Vectors
+## 3425 R Programming Vectors
+## 3426 R Programming Functions
+## 3427 R Programming Basic Building Blocks
+## 3428 R Programming Basic Building Blocks
+## 3429 R Programming Basic Building Blocks
+## 3430 R Programming Basic Building Blocks
+## 3431 R Programming Vectors
+## 3432 R Programming Vectors
+## 3433 R Programming Vectors
+## 3434 R Programming Vectors
+## 3435 R Programming Vectors
+## 3436 R Programming Vectors
+## 3437 R Programming Vectors
+## 3438 R Programming Basic Building Blocks
+## 3439 R Programming Missing Values
+## 3440 R Programming Missing Values
+## 3441 R Programming Functions
+## 3442 R Programming Logic
+## 3443 R Programming Functions
+## 3444 R Programming Functions
+## 3445 R Programming Missing Values
+## 3446 R Programming Missing Values
+## 3447 R Programming Missing Values
+## 3448 R Programming Dates and Times
+## 3449 R Programming Logic
+## 3450 R Programming Basic Building Blocks
+## 3451 R Programming Workspace and Files
+## 3452 R Programming Subsetting Vectors
+## 3453 R Programming Subsetting Vectors
+## 3454 R Programming Logic
+## 3455 R Programming Functions
+## 3456 R Programming Logic
+## 3457 R Programming Logic
+## 3458 R Programming Logic
+## 3459 R Programming Dates and Times
+## 3460 R Programming Basic Building Blocks
+## 3461 R Programming Functions
+## 3462 R Programming Logic
+## 3463 R Programming Dates and Times
+## 3464 R Programming Logic
+## 3465 R Programming Logic
+## 3466 R Programming Subsetting Vectors
+## 3467 R Programming Functions
+## 3468 R Programming Functions
+## 3469 R Programming Basic Building Blocks
+## 3470 R Programming Basic Building Blocks
+## 3471 R Programming Basic Building Blocks
+## 3472 R Programming Logic
+## 3473 R Programming Dates and Times
+## 3474 R Programming Workspace and Files
+## 3475 R Programming Subsetting Vectors
+## 3476 R Programming Basic Building Blocks
+## 3477 R Programming Functions
+## 3478 R Programming Basic Building Blocks
+## 3479 R Programming Basic Building Blocks
+## 3480 R Programming Functions
+## 3481 R Programming Subsetting Vectors
+## 3482 R Programming Subsetting Vectors
+## 3483 R Programming Missing Values
+## 3484 R Programming Subsetting Vectors
+## 3485 R Programming Functions
+## 3486 R Programming Dates and Times
+## 3487 R Programming Dates and Times
+## 3488 R Programming Logic
+## 3489 R Programming Dates and Times
+## 3490 R Programming Dates and Times
+## 3491 R Programming Functions
+## 3492 R Programming Dates and Times
+## 3493 R Programming Subsetting Vectors
+## 3494 R Programming Subsetting Vectors
+## 3495 R Programming Subsetting Vectors
+## 3496 R Programming Logic
+## 3497 R Programming Functions
+## 3498 R Programming Missing Values
+## 3499 R Programming Functions
+## 3500 R Programming Missing Values
+## 3501 R Programming Logic
+## 3502 R Programming Missing Values
+## 3503 R Programming Missing Values
+## 3504 R Programming Subsetting Vectors
+## 3505 R Programming Missing Values
+## 3506 R Programming Dates and Times
+## 3507 R Programming Dates and Times
+## 3508 R Programming Missing Values
+## 3509 R Programming Missing Values
+## 3510 R Programming Subsetting Vectors
+## 3511 R Programming Missing Values
+## 3512 R Programming Subsetting Vectors
+## 3513 R Programming Dates and Times
+## 3514 R Programming Workspace and Files
+## 3515 R Programming Workspace and Files
+## 3516 R Programming Logic
+## 3517 R Programming Missing Values
+## 3518 R Programming Logic
+## 3519 R Programming Subsetting Vectors
+## 3520 R Programming Workspace and Files
+## 3521 R Programming Missing Values
+## 3522 R Programming Workspace and Files
+## 3523 R Programming Logic
+## 3524 R Programming Dates and Times
+## 3525 R Programming Logic
+## 3526 R Programming Missing Values
+## 3527 R Programming Logic
+## 3528 R Programming Functions
+## 3529 R Programming Vectors
+## 3530 R Programming Subsetting Vectors
+## 3531 R Programming Basic Building Blocks
+## 3532 R Programming Subsetting Vectors
+## 3533 R Programming Subsetting Vectors
+## 3534 R Programming Workspace and Files
+## 3535 R Programming Workspace and Files
+## 3536 R Programming Logic
+## 3537 R Programming Workspace and Files
+## 3538 R Programming Subsetting Vectors
+## 3539 R Programming Workspace and Files
+## 3540 R Programming Subsetting Vectors
+## 3541 R Programming Basic Building Blocks
+## 3542 R Programming Basic Building Blocks
+## 3543 R Programming Workspace and Files
+## 3544 R Programming Subsetting Vectors
+## 3545 R Programming Logic
+## 3546 R Programming Subsetting Vectors
+## 3547 R Programming Subsetting Vectors
+## 3548 R Programming Basic Building Blocks
+## 3549 R Programming Subsetting Vectors
+## 3550 R Programming Subsetting Vectors
+## 3551 R Programming Dates and Times
+## 3552 R Programming Vectors
+## 3553 R Programming Vectors
+## 3554 R Programming Basic Building Blocks
+## 3555 R Programming Logic
+## 3556 R Programming Workspace and Files
+## 3557 R Programming Workspace and Files
+## 3558 R Programming Basic Building Blocks
+## 3559 R Programming Basic Building Blocks
+## 3560 R Programming Functions
+## 3561 R Programming Functions
+## 3562 R Programming Subsetting Vectors
+## 3563 R Programming Dates and Times
+## 3564 R Programming Basic Building Blocks
+## 3565 R Programming Subsetting Vectors
+## 3566 R Programming Functions
+## 3567 R Programming Functions
+## 3568 R Programming Vectors
+## 3569 R Programming Functions
+## 3570 R Programming Workspace and Files
+## 3571 R Programming Workspace and Files
+## 3572 R Programming Basic Building Blocks
+## 3573 R Programming Functions
+## 3574 R Programming Dates and Times
+## 3575 R Programming Dates and Times
+## 3576 R Programming Vectors
+## 3577 R Programming Logic
+## 3578 R Programming Logic
+## 3579 R Programming Workspace and Files
+## 3580 R Programming Workspace and Files
+## 3581 R Programming Workspace and Files
+## 3582 R Programming Subsetting Vectors
+## 3583 R Programming Vectors
+## 3584 R Programming Vectors
+## 3585 R Programming Logic
+## 3586 R Programming Vectors
+## 3587 R Programming Vectors
+## 3588 R Programming Logic
+## 3589 R Programming Vectors
+## 3590 R Programming Vectors
+## 3591 R Programming Vectors
+## 3592 R Programming Functions
+## 3593 R Programming Functions
+## 3594 R Programming Vectors
+## 3595 R Programming Dates and Times
+## 3596 R Programming Basic Building Blocks
+## 3597 R Programming Basic Building Blocks
+## 3598 R Programming Basic Building Blocks
+## 3599 R Programming Basic Building Blocks
+## 3600 R Programming Logic
+## 3601 R Programming Logic
+## 3602 R Programming Logic
+## 3603 R Programming Vectors
+## 3604 R Programming Functions
+## 3605 R Programming Missing Values
+## 3606 R Programming Missing Values
+## 3607 R Programming Logic
+## 3608 R Programming Logic
+## 3609 R Programming Functions
+## 3610 R Programming Subsetting Vectors
+## 3611 R Programming Missing Values
+## 3612 R Programming Logic
+## 3613 R Programming Logic
+## 3614 R Programming Logic
+## 3615 R Programming Logic
+## 3616 R Programming Logic
+## 3617 R Programming Workspace and Files
+## 3618 R Programming Workspace and Files
+## 3619 R Programming Vectors
+## 3620 R Programming Subsetting Vectors
+## 3621 R Programming Subsetting Vectors
+## 3622 R Programming Workspace and Files
+## 3623 R Programming Subsetting Vectors
+## 3624 R Programming Subsetting Vectors
+## 3625 R Programming Vectors
+## 3626 R Programming Logic
+## 3627 R Programming Logic
+## 3628 R Programming Logic
+## 3629 R Programming Workspace and Files
+## 3630 R Programming Functions
+## 3631 R Programming Functions
+## 3632 R Programming Functions
+## 3633 R Programming Functions
+## 3634 R Programming Functions
+## 3635 R Programming Missing Values
+## 3636 R Programming Dates and Times
+## 3637 R Programming Vectors
+## 3638 R Programming Subsetting Vectors
+## 3639 R Programming Vectors
+## 3640 R Programming Missing Values
+## 3641 R Programming Logic
+## 3642 R Programming Vectors
+## 3643 R Programming Logic
+## 3644 R Programming Subsetting Vectors
+## 3645 R Programming Vectors
+## 3646 R Programming Vectors
+## 3647 R Programming Vectors
+## 3648 R Programming Vectors
+## 3649 R Programming Functions
+## 3650 R Programming Subsetting Vectors
+## 3651 R Programming Basic Building Blocks
+## 3652 R Programming Logic
+## 3653 R Programming Logic
+## 3654 R Programming Vectors
+## 3655 R Programming Vectors
+## 3656 R Programming Vectors
+## 3657 R Programming Subsetting Vectors
+## 3658 R Programming Logic
+## 3659 R Programming Vectors
+## 3660 R Programming Vectors
+## 3661 R Programming Vectors
+## 3662 R Programming Vectors
+## 3663 R Programming Workspace and Files
+## 3664 R Programming Missing Values
+## 3665 R Programming Missing Values
+## 3666 R Programming Dates and Times
+## 3667 R Programming Basic Building Blocks
+## 3668 R Programming Vectors
+## 3669 R Programming Vectors
+## 3670 R Programming Basic Building Blocks
+## 3671 R Programming Workspace and Files
+## 3672 R Programming Functions
+## 3673 R Programming Dates and Times
+## 3674 R Programming Missing Values
+## 3675 R Programming Missing Values
+## 3676 R Programming Missing Values
+## 3677 R Programming Subsetting Vectors
+## 3678 R Programming Logic
+## 3679 R Programming Functions
+## 3680 R Programming Functions
+## 3681 R Programming Functions
+## 3682 R Programming Functions
+## 3683 R Programming Workspace and Files
+## 3684 R Programming Dates and Times
+## 3685 R Programming Vectors
+## 3686 R Programming Vectors
+## 3687 R Programming Vectors
+## 3688 R Programming Basic Building Blocks
+## 3689 R Programming Basic Building Blocks
+## 3690 R Programming Subsetting Vectors
+## 3691 R Programming Dates and Times
+## 3692 R Programming Logic
+## 3693 R Programming Logic
+## 3694 R Programming Logic
+## 3695 R Programming Functions
+## 3696 R Programming Vectors
+## 3697 R Programming Functions
+## 3698 R Programming Vectors
+## 3699 R Programming Basic Building Blocks
+## 3700 R Programming Dates and Times
+## 3701 R Programming Dates and Times
+## 3702 R Programming Functions
+## 3703 R Programming Logic
+## 3704 R Programming Functions
+## 3705 R Programming Dates and Times
+## 3706 R Programming Dates and Times
+## 3707 R Programming Dates and Times
+## 3708 R Programming Dates and Times
+## 3709 R Programming Vectors
+## 3710 R Programming Functions
+## 3711 R Programming Dates and Times
+## 3712 R Programming Missing Values
+## 3713 R Programming Subsetting Vectors
+## 3714 R Programming Dates and Times
+## 3715 R Programming Dates and Times
+## 3716 R Programming Dates and Times
+## 3717 R Programming Basic Building Blocks
+## 3718 R Programming Basic Building Blocks
+## 3719 R Programming Dates and Times
+## 3720 R Programming Basic Building Blocks
+## 3721 R Programming Dates and Times
+## 3722 R Programming Functions
+## 3723 R Programming Dates and Times
+## 3724 R Programming Dates and Times
+## 3725 R Programming Dates and Times
+## 3726 R Programming Dates and Times
+## 3727 R Programming Dates and Times
+## 3728 R Programming Logic
+## 3729 R Programming Basic Building Blocks
+## 3730 R Programming Logic
+## 3731 R Programming Logic
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+## 3735 R Programming Logic
+## 3736 R Programming Workspace and Files
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+## 3740 R Programming Vectors
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+## 3742 R Programming Logic
+## 3743 R Programming Logic
+## 3744 R Programming Workspace and Files
+## 3745 R Programming Logic
+## 3746 R Programming Logic
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+## 3748 R Programming Dates and Times
+## 3749 R Programming Workspace and Files
+## 3750 R Programming Vectors
+## 3751 R Programming Vectors
+## 3752 R Programming Workspace and Files
+## 3753 R Programming Basic Building Blocks
+## 3754 R Programming Basic Building Blocks
+## 3755 R Programming Vectors
+## 3756 R Programming Subsetting Vectors
+## 3757 R Programming Missing Values
+## 3758 R Programming Basic Building Blocks
+## 3759 R Programming Basic Building Blocks
+## 3760 R Programming Basic Building Blocks
+## 3761 R Programming Dates and Times
+## 3762 R Programming Dates and Times
+## 3763 R Programming Basic Building Blocks
+## 3764 R Programming Dates and Times
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+## 3766 R Programming Logic
+## 3767 R Programming Dates and Times
+## 3768 R Programming Subsetting Vectors
+## 3769 R Programming Subsetting Vectors
+## 3770 R Programming Missing Values
+## 3771 R Programming Basic Building Blocks
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+## 3773 R Programming Basic Building Blocks
+## 3774 R Programming Dates and Times
+## 3775 R Programming Workspace and Files
+## 3776 R Programming Basic Building Blocks
+## 3777 R Programming Workspace and Files
+## 3778 R Programming Dates and Times
+## 3779 R Programming Logic
+## 3780 R Programming Dates and Times
+## 3781 R Programming Dates and Times
+## 3782 R Programming Basic Building Blocks
+## 3783 R Programming Workspace and Files
+## 3784 R Programming Dates and Times
+## 3785 R Programming Vectors
+## 3786 R Programming Basic Building Blocks
+## 3787 R Programming Logic
+## 3788 R Programming Logic
+## 3789 R Programming Logic
+## 3790 R Programming Logic
+## 3791 R Programming Dates and Times
+## 3792 R Programming Basic Building Blocks
+## 3793 R Programming Subsetting Vectors
+## 3794 R Programming Subsetting Vectors
+## 3795 R Programming Subsetting Vectors
+## 3796 R Programming Basic Building Blocks
+## 3797 R Programming Dates and Times
+## 3798 R Programming Dates and Times
+## 3799 R Programming Logic
+## 3800 R Programming Dates and Times
+## 3801 R Programming Subsetting Vectors
+## 3802 R Programming Workspace and Files
+## 3803 R Programming Workspace and Files
+## 3804 R Programming Basic Building Blocks
+## 3805 R Programming Dates and Times
+## 3806 R Programming Basic Building Blocks
+## 3807 R Programming Basic Building Blocks
+## 3808 R Programming Basic Building Blocks
+## 3809 R Programming Vectors
+## 3810 R Programming Workspace and Files
+## 3811 R Programming Logic
+## 3812 R Programming Subsetting Vectors
+## 3813 R Programming Workspace and Files
+## 3814 R Programming Vectors
+## 3815 R Programming Dates and Times
+## 3816 R Programming Logic
+## 3817 R Programming Logic
+## 3818 R Programming Dates and Times
+## 3819 R Programming Subsetting Vectors
+## 3820 R Programming Missing Values
+## 3821 R Programming Missing Values
+## 3822 R Programming Workspace and Files
+## 3823 R Programming Workspace and Files
+## 3824 R Programming Vectors
+## 3825 R Programming Missing Values
+## 3826 R Programming Missing Values
+## 3827 R Programming Vectors
+## 3828 R Programming Logic
+## 3829 R Programming Dates and Times
+## 3830 R Programming Dates and Times
+## 3831 R Programming Dates and Times
+## 3832 R Programming Vectors
+## 3833 R Programming Dates and Times
+## 3834 R Programming Subsetting Vectors
+## 3835 R Programming Subsetting Vectors
+## 3836 R Programming Missing Values
+## 3837 R Programming Missing Values
+## 3838 R Programming Workspace and Files
+## 3839 R Programming Dates and Times
+## 3840 R Programming Dates and Times
+## 3841 R Programming Dates and Times
+## 3842 R Programming Dates and Times
+## 3843 R Programming Logic
+## 3844 R Programming Logic
+## 3845 R Programming Subsetting Vectors
+## 3846 R Programming Vectors
+## 3847 R Programming Subsetting Vectors
+## 3848 R Programming Dates and Times
+## 3849 R Programming Basic Building Blocks
+## 3850 R Programming Logic
+## 3851 R Programming Logic
+## 3852 R Programming Logic
+## 3853 R Programming Logic
+## 3854 R Programming Logic
+## 3855 R Programming Logic
+## 3856 R Programming Subsetting Vectors
+## 3857 R Programming Missing Values
+## 3858 R Programming Logic
+## 3859 R Programming Vectors
+## 3860 R Programming Subsetting Vectors
+## 3861 R Programming Vectors
+## 3862 R Programming Logic
+## 3863 R Programming Subsetting Vectors
+## 3864 R Programming Logic
+## 3865 R Programming Logic
+## 3866 R Programming Logic
+## 3867 R Programming Vectors
+## 3868 R Programming Missing Values
+## 3869 R Programming Workspace and Files
+## 3870 R Programming Workspace and Files
+## 3871 R Programming Vectors
+## 3872 R Programming Workspace and Files
+## 3873 R Programming Workspace and Files
+## 3874 R Programming Subsetting Vectors
+## 3875 R Programming Workspace and Files
+## 3876 R Programming Subsetting Vectors
+## 3877 R Programming Subsetting Vectors
+## 3878 R Programming Vectors
+## 3879 R Programming Subsetting Vectors
+## 3880 R Programming Vectors
+## 3881 R Programming Vectors
+## 3882 R Programming Vectors
+## 3883 R Programming Missing Values
+## 3884 R Programming Missing Values
+## 3885 R Programming Missing Values
+## 3886 R Programming Logic
+## 3887 R Programming Workspace and Files
+## 3888 R Programming Subsetting Vectors
+## 3889 R Programming Subsetting Vectors
+## 3890 R Programming Subsetting Vectors
+## 3891 R Programming Subsetting Vectors
+## 3892 R Programming Subsetting Vectors
+## 3893 R Programming Missing Values
+## 3894 R Programming Subsetting Vectors
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+## 3907 Getting and Cleaning Data Manipulating Data with dplyr
+## 3908 Getting and Cleaning Data Manipulating Data with dplyr
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+## 3922 Getting and Cleaning Data Tidying Data with tidyr
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+## 4103 Getting and Cleaning Data Tidying Data with tidyr
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+## 4489 R Programming Subsetting Vectors
+## 4490 R Programming Subsetting Vectors
+## 4491 R Programming Subsetting Vectors
+## 4492 R Programming Subsetting Vectors
+## 4493 R Programming Subsetting Vectors
+## 4494 R Programming Logic
+## 4495 R Programming Logic
+## 4496 R Programming Logic
+## 4497 R Programming Logic
+## 4498 R Programming Logic
+## 4499 R Programming Logic
+## 4500 R Programming Logic
+## 4501 R Programming Logic
+## 4502 R Programming Logic
+## 4503 R Programming Logic
+## 4504 R Programming Logic
+## 4505 R Programming Logic
+## 4506 R Programming Logic
+## 4507 R Programming Logic
+## 4508 R Programming Logic
+## 4509 R Programming Logic
+## 4510 R Programming Vectors
+## 4511 R Programming Vectors
+## 4512 R Programming Dates and Times
+## 4513 R Programming Dates and Times
+## 4514 R Programming Dates and Times
+## 4515 R Programming Dates and Times
+## 4516 R Programming Dates and Times
+## 4517 R Programming Dates and Times
+## 4518 R Programming Missing Values
+## 4519 R Programming Missing Values
+## 4520 R Programming Missing Values
+## 4521 R Programming Missing Values
+## 4522 R Programming Missing Values
+## 4523 R Programming Missing Values
+## 4524 R Programming Missing Values
+## 4525 R Programming Missing Values
+## 4526 R Programming Missing Values
+## 4527 R Programming Missing Values
+## 4528 R Programming Workspace and Files
+## 4529 R Programming Vectors
+## 4530 R Programming Vectors
+## 4531 R Programming Vectors
+## 4532 R Programming Vectors
+## 4533 R Programming Vectors
+## 4534 R Programming Vectors
+## 4535 R Programming Vectors
+## 4536 R Programming Vectors
+## 4537 R Programming Vectors
+## 4538 R Programming Vectors
+## 4539 R Programming Vectors
+## 4540 R Programming Vectors
+## 4541 R Programming Vectors
+## 4542 R Programming Workspace and Files
+## 4543 R Programming Workspace and Files
+## 4544 R Programming Workspace and Files
+## 4545 R Programming Workspace and Files
+## 4546 R Programming Basic Building Blocks
+## 4547 R Programming Basic Building Blocks
+## 4548 R Programming Basic Building Blocks
+## 4549 R Programming Basic Building Blocks
+## 4550 R Programming Basic Building Blocks
+## 4551 R Programming Basic Building Blocks
+## 4552 R Programming Basic Building Blocks
+## 4553 R Programming Dates and Times
+## 4554 R Programming Functions
+## 4555 R Programming Functions
+## 4556 R Programming Functions
+## 4557 R Programming Functions
+## 4558 R Programming Functions
+## 4559 R Programming Workspace and Files
+## 4560 R Programming Workspace and Files
+## 4561 R Programming Workspace and Files
+## 4562 R Programming Workspace and Files
+## 4563 R Programming Workspace and Files
+## 4564 R Programming Workspace and Files
+## 4565 R Programming Workspace and Files
+## 4566 R Programming Workspace and Files
+## 4567 R Programming Workspace and Files
+## 4568 R Programming Workspace and Files
+## 4569 R Programming Workspace and Files
+## 4570 R Programming Workspace and Files
+## 4571 R Programming Basic Building Blocks
+## 4572 R Programming Basic Building Blocks
+## 4573 R Programming Basic Building Blocks
+## 4574 R Programming Basic Building Blocks
+## 4575 R Programming Basic Building Blocks
+## 4576 R Programming Basic Building Blocks
+## 4577 R Programming Workspace and Files
+## 4578 R Programming Workspace and Files
+## 4579 R Programming Workspace and Files
+## 4580 R Programming Workspace and Files
+## 4581 R Programming Basic Building Blocks
+## 4582 R Programming Functions
+## 4583 R Programming Dates and Times
+## 4584 R Programming Basic Building Blocks
+## 4585 R Programming Basic Building Blocks
+## 4586 R Programming Dates and Times
+## 4587 R Programming Basic Building Blocks
+## 4588 R Programming Basic Building Blocks
+## 4589 R Programming Basic Building Blocks
+## 4590 R Programming Basic Building Blocks
+## 4591 R Programming Basic Building Blocks
+## 4592 R Programming Functions
+## 4593 R Programming Workspace and Files
+## 4594 R Programming Workspace and Files
+## 4595 R Programming Dates and Times
+## 4596 R Programming Dates and Times
+## 4597 R Programming Workspace and Files
+## 4598 R Programming Dates and Times
+## 4599 R Programming Dates and Times
+## 4600 R Programming Dates and Times
+## 4601 R Programming Dates and Times
+## 4602 R Programming Dates and Times
+## 4603 R Programming Basic Building Blocks
+## 4604 R Programming Workspace and Files
+## 4605 R Programming Workspace and Files
+## 4606 R Programming Workspace and Files
+## 4607 R Programming Functions
+## 4608 R Programming Functions
+## 4609 R Programming Functions
+## 4610 R Programming Functions
+## 4611 R Programming Functions
+## 4612 R Programming Workspace and Files
+## 4613 R Programming Functions
+## 4614 R Programming Functions
+## 4615 R Programming Basic Building Blocks
+## 4616 R Programming Basic Building Blocks
+## 4617 R Programming Basic Building Blocks
+## 4618 R Programming Basic Building Blocks
+## 4619 R Programming Basic Building Blocks
+## 4620 R Programming Basic Building Blocks
+## 4621 R Programming Basic Building Blocks
+## 4622 R Programming Basic Building Blocks
+## 4623 R Programming Basic Building Blocks
+## 4624 R Programming Basic Building Blocks
+## 4625 R Programming Basic Building Blocks
+## 4626 R Programming Basic Building Blocks
+## 4627 R Programming Basic Building Blocks
+## 4628 R Programming Basic Building Blocks
+## 4629 R Programming Basic Building Blocks
+## 4630 R Programming Basic Building Blocks
+## 4631 R Programming Basic Building Blocks
+## 4632 R Programming Basic Building Blocks
+## 4633 R Programming Basic Building Blocks
+## 4634 R Programming Basic Building Blocks
+## 4635 R Programming Basic Building Blocks
+## 4636 R Programming Basic Building Blocks
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+## 4450 37 TRUE 1 FALSE 1506117706 34362
+## 4451 27 TRUE 1 FALSE 1506114680 34362
+## 4452 29 TRUE 1 FALSE 1506114712 34362
+## 4453 30 TRUE 2 FALSE 1506114816 34362
+## 4454 31 TRUE 1 FALSE 1506114859 34362
+## 4455 32 TRUE 1 FALSE 1506114893 34362
+## 4456 33 TRUE 1 FALSE 1506114953 34362
+## 4457 43 TRUE 1 FALSE 1506118853 34362
+## 4458 44 TRUE 1 FALSE 1506118889 34362
+## 4459 46 TRUE 1 FALSE 1506118936 34362
+## 4460 47 TRUE 1 FALSE 1506118958 34362
+## 4461 49 TRUE 2 FALSE 1506119005 34362
+## 4462 50 TRUE 1 FALSE 1506119019 34362
+## 4463 51 TRUE 1 FALSE 1506119032 34362
+## 4464 53 TRUE 1 FALSE 1506119039 34362
+## 4465 54 TRUE 1 FALSE 1506119041 34362
+## 4466 19 TRUE 1 FALSE 1506112971 34362
+## 4467 20 TRUE 1 FALSE 1506113006 34362
+## 4468 21 TRUE 1 FALSE 1506113015 34362
+## 4469 22 TRUE 1 FALSE 1506113019 34362
+## 4470 3 TRUE 1 FALSE 1506113278 34362
+## 4471 5 TRUE 1 FALSE 1506113324 34362
+## 4472 8 TRUE 1 FALSE 1506113760 34362
+## 4473 9 TRUE 1 FALSE 1506113769 34362
+## 4474 10 TRUE 1 FALSE 1506113810 34362
+## 4475 11 TRUE 1 FALSE 1506113812 34362
+## 4476 13 TRUE 1 FALSE 1506113916 34362
+## 4477 14 TRUE 1 FALSE 1506113926 34362
+## 4478 15 TRUE 1 FALSE 1506113938 34362
+## 4479 17 TRUE 1 FALSE 1506113970 34362
+## 4480 21 TRUE 4 FALSE 1506114287 34362
+## 4481 22 TRUE 1 FALSE 1506114375 34362
+## 4482 23 TRUE 2 FALSE 1506114468 34362
+## 4483 26 TRUE 1 FALSE 1506114663 34362
+## 4484 33 TRUE 4 FALSE 1506111119 34362
+## 4485 35 TRUE 1 FALSE 1506111166 34362
+## 4486 39 TRUE 1 FALSE 1506111231 34362
+## 4487 40 TRUE 1 FALSE 1506111233 34362
+## 4488 34 TRUE 2 FALSE 1506115001 34362
+## 4489 36 TRUE 1 FALSE 1506115038 34362
+## 4490 37 TRUE 2 FALSE 1506115062 34362
+## 4491 38 TRUE 1 FALSE 1506115083 34362
+## 4492 40 TRUE 1 FALSE 1506115222 34362
+## 4493 41 TRUE 1 FALSE 1506115225 34362
+## 4494 4 TRUE 1 FALSE 1506115908 34362
+## 4495 6 TRUE 2 FALSE 1506116001 34362
+## 4496 7 TRUE 1 FALSE 1506116063 34362
+## 4497 9 TRUE 1 FALSE 1506116101 34362
+## 4498 10 TRUE 1 FALSE 1506116112 34362
+## 4499 12 TRUE 1 FALSE 1506116129 34362
+## 4500 13 TRUE 1 FALSE 1506116143 34362
+## 4501 14 TRUE 1 FALSE 1506116182 34362
+## 4502 15 TRUE 3 FALSE 1506116401 34362
+## 4503 17 TRUE 1 FALSE 1506116527 34362
+## 4504 18 TRUE 1 FALSE 1506116542 34362
+## 4505 20 TRUE 1 FALSE 1506116948 34362
+## 4506 21 TRUE 1 FALSE 1506116972 34362
+## 4507 23 TRUE 1 FALSE 1506117021 34362
+## 4508 27 TRUE 1 FALSE 1506117051 34362
+## 4509 28 TRUE 1 FALSE 1506117065 34362
+## 4510 30 TRUE 4 FALSE 1506110484 34362
+## 4511 32 TRUE 2 FALSE 1506110591 34362
+## 4512 3 TRUE 1 FALSE 1506119115 34362
+## 4513 4 TRUE 1 FALSE 1506119126 34362
+## 4514 5 TRUE 1 FALSE 1506119137 34362
+## 4515 7 TRUE 1 FALSE 1506119259 34362
+## 4516 8 TRUE 1 FALSE 1506119448 34362
+## 4517 9 TRUE 2 FALSE 1506119458 34362
+## 4518 3 TRUE 1 FALSE 1506111521 34362
+## 4519 4 TRUE 1 FALSE 1506111528 34362
+## 4520 6 TRUE 1 FALSE 1506111608 34362
+## 4521 7 TRUE 1 FALSE 1506111636 34362
+## 4522 8 TRUE 1 FALSE 1506111683 34362
+## 4523 9 TRUE 1 FALSE 1506111716 34362
+## 4524 10 TRUE 1 FALSE 1506111720 34362
+## 4525 12 TRUE 1 FALSE 1506111759 34362
+## 4526 17 TRUE 1 FALSE 1506112837 34362
+## 4527 18 TRUE 1 FALSE 1506112865 34362
+## 4528 5 TRUE 1 TRUE 1504885877 34362
+## 4529 5 TRUE 1 FALSE 1506109084 34362
+## 4530 6 TRUE 1 TRUE 1506109339 34362
+## 4531 7 TRUE 1 FALSE 1506109387 34362
+## 4532 8 TRUE 1 FALSE 1506109391 34362
+## 4533 11 TRUE 1 FALSE 1506109755 34362
+## 4534 17 TRUE 1 FALSE 1506109906 34362
+## 4535 18 TRUE 1 FALSE 1506109918 34362
+## 4536 19 TRUE 1 FALSE 1506109951 34362
+## 4537 22 TRUE 2 FALSE 1506110152 34362
+## 4538 23 TRUE 1 FALSE 1506110158 34362
+## 4539 25 TRUE 1 FALSE 1506110209 34362
+## 4540 28 TRUE 2 FALSE 1506110315 34362
+## 4541 29 TRUE 1 FALSE 1506110320 34362
+## 4542 25 TRUE 1 FALSE 1506107547 34362
+## 4543 27 TRUE 1 FALSE 1506107860 34362
+## 4544 29 TRUE 1 FALSE 1506107992 34362
+## 4545 31 TRUE 2 FALSE 1506108034 34362
+## 4546 10 TRUE 1 FALSE 1506104895 34362
+## 4547 11 TRUE 1 FALSE 1506104920 34362
+## 4548 12 TRUE 1 FALSE 1506104924 34362
+## 4549 14 TRUE 1 FALSE 1506105185 34362
+## 4550 15 TRUE 1 FALSE 1506105211 34362
+## 4551 16 TRUE 1 FALSE 1506105226 34362
+## 4552 17 TRUE 1 FALSE 1506105951 34362
+## 4553 11 TRUE 2 FALSE 1506119491 34362
+## 4554 35 TRUE 4 TRUE 1506140241 34362
+## 4555 36 TRUE 2 FALSE 1506140327 34362
+## 4556 38 TRUE 1 FALSE 1506140378 34362
+## 4557 40 TRUE 2 FALSE 1506140983 34362
+## 4558 41 TRUE 1 FALSE 1506141096 34362
+## 4559 6 TRUE 1 TRUE 1504885915 34362
+## 4560 8 TRUE 1 FALSE 1504885972 34362
+## 4561 9 TRUE 1 FALSE 1504885986 34362
+## 4562 10 TRUE 1 FALSE 1504886007 34362
+## 4563 11 TRUE 2 FALSE 1506106797 34362
+## 4564 14 TRUE 1 FALSE 1506106940 34362
+## 4565 15 TRUE 1 FALSE 1506107201 34362
+## 4566 17 TRUE 1 FALSE 1506107296 34362
+## 4567 19 TRUE 1 FALSE 1506107336 34362
+## 4568 21 TRUE 1 FALSE 1506107362 34362
+## 4569 22 TRUE 1 FALSE 1506107383 34362
+## 4570 23 TRUE 2 FALSE 1506107463 34362
+## 4571 21 TRUE 1 FALSE 1506106018 34362
+## 4572 22 TRUE 1 FALSE 1506106043 34362
+## 4573 23 TRUE 1 FALSE 1506106055 34362
+## 4574 3 TRUE 1 FALSE 1506104741 34362
+## 4575 8 TRUE 1 FALSE 1506104870 34362
+## 4576 27 TRUE 1 FALSE 1506106117 34362
+## 4577 32 TRUE 1 FALSE 1506108350 34362
+## 4578 33 TRUE 1 FALSE 1506108369 34362
+## 4579 34 TRUE 2 FALSE 1506108577 34362
+## 4580 35 TRUE 2 FALSE 1506108820 34362
+## 4581 18 TRUE 1 FALSE 1506105962 34362
+## 4582 43 TRUE 1 TRUE 1506142792 34362
+## 4583 27 TRUE 1 TRUE 1506132695 34362
+## 4584 25 TRUE 1 FALSE 1506106088 34362
+## 4585 26 TRUE 1 FALSE 1506106112 34362
+## 4586 30 TRUE 1 FALSE 1506132845 34362
+## 4587 31 TRUE 1 FALSE 1506106207 34362
+## 4588 33 TRUE 1 FALSE 1506106233 34362
+## 4589 36 TRUE 1 FALSE 1506106320 34362
+## 4590 38 TRUE 1 FALSE 1506106358 34362
+## 4591 39 TRUE 1 FALSE 1506106366 34362
+## 4592 42 TRUE 4 TRUE 1506142686 34362
+## 4593 40 TRUE 1 FALSE 1506108879 34362
+## 4594 41 TRUE 1 FALSE 1506108883 34362
+## 4595 28 TRUE 2 FALSE 1506132825 34362
+## 4596 29 TRUE 1 FALSE 1506132831 34362
+## 4597 10 TRUE 1 FALSE 1506106670 34362
+## 4598 32 TRUE 1 FALSE 1506132908 34362
+## 4599 33 TRUE 1 FALSE 1506132929 34362
+## 4600 35 TRUE 1 FALSE 1506132958 34362
+## 4601 37 TRUE 1 FALSE 1506132975 34362
+## 4602 38 TRUE 1 FALSE 1506132977 34362
+## 4603 40 TRUE 1 FALSE 1506106370 34362
+## 4604 5 TRUE 1 FALSE 1506106592 34362
+## 4605 6 TRUE 1 FALSE 1506106606 34362
+## 4606 9 TRUE 1 FALSE 1506106656 34362
+## 4607 47 TRUE 2 TRUE 1506143157 34362
+## 4608 48 TRUE 5 TRUE 1506143300 34362
+## 4609 50 TRUE 1 FALSE 1506143310 34362
+## 4610 51 TRUE 1 FALSE 1506143312 34362
+## 4611 3 TRUE 1 FALSE 1506136516 34362
+## 4612 8 TRUE 1 FALSE 1506106648 34362
+## 4613 5 TRUE 1 FALSE 1506136526 34362
+## 4614 8 TRUE 1 FALSE 1506136538 34362
+## 4615 40 TRUE 1 FALSE 1505233830 35235
+## 4616 14 TRUE 1 FALSE 1505159998 35235
+## 4617 25 TRUE 1 FALSE 1505233569 35235
+## 4618 8 TRUE 1 FALSE 1505159873 35235
+## 4619 3 TRUE 1 FALSE 1505159831 35235
+## 4620 23 TRUE 1 FALSE 1505228886 35235
+## 4621 39 TRUE 1 FALSE 1505233824 35235
+## 4622 11 TRUE 2 FALSE 1505159957 35235
+## 4623 16 TRUE 1 FALSE 1505160038 35235
+## 4624 22 TRUE 1 FALSE 1505228880 35235
+## 4625 15 TRUE 1 FALSE 1505160013 35235
+## 4626 27 TRUE 1 FALSE 1505233585 35235
+## 4627 31 TRUE 1 FALSE 1505233657 35235
+## 4628 36 TRUE 1 FALSE 1505233766 35235
+## 4629 18 TRUE 1 FALSE 1505160064 35235
+## 4630 38 TRUE 1 FALSE 1505233815 35235
+## 4631 33 TRUE 1 FALSE 1505233722 35235
+## 4632 21 TRUE 2 FALSE 1505228867 35235
+## 4633 26 TRUE 1 FALSE 1505233578 35235
+## 4634 12 TRUE 2 FALSE 1505159969 35235
+## 4635 17 TRUE 1 FALSE 1505160053 35235
+## 4636 10 TRUE 1 FALSE 1505159886 35235-
+
- Extra credit Convert the
datetimevariable into month-day-year format and create a new data frame (DF6) that shows the average correct for each day
+
DF5$datetime2 <- as.POSIXct(as.numeric(DF5$datetime), origin='1970-01-01')
+class(DF5$datetime2)## [1] "POSIXct" "POSIXt"DF5$date_class <-NULL
+DF5## course_name lesson_name
+## 1 R Programming Dates and Times
+## 2 R Programming Functions
+## 3 R Programming Basic Building Blocks
+## 4 R Programming Dates and Times
+## 5 R Programming Dates and Times
+## 6 R Programming Workspace and Files
+## 7 R Programming Functions
+## 8 R Programming Dates and Times
+## 9 R Programming Dates and Times
+## 10 R Programming Dates and Times
+## 11 R Programming Basic Building Blocks
+## 12 R Programming Vectors
+## 13 R Programming Basic Building Blocks
+## 14 R Programming Vectors
+## 15 R Programming Workspace and Files
+## 16 R Programming Subsetting Vectors
+## 17 R Programming Dates and Times
+## 18 R Programming Subsetting Vectors
+## 19 R Programming Dates and Times
+## 20 R Programming Subsetting Vectors
+## 21 R Programming Dates and Times
+## 22 R Programming Dates and Times
+## 23 R Programming Subsetting Vectors
+## 24 R Programming Functions
+## 25 R Programming Subsetting Vectors
+## 26 R Programming Basic Building Blocks
+## 27 R Programming Vectors
+## 28 R Programming Logic
+## 29 R Programming Basic Building Blocks
+## 30 R Programming Workspace and Files
+## 31 R Programming Workspace and Files
+## 32 R Programming Subsetting Vectors
+## 33 R Programming Dates and Times
+## 34 R Programming Workspace and Files
+## 35 R Programming Dates and Times
+## 36 R Programming Dates and Times
+## 37 R Programming Vectors
+## 38 R Programming Subsetting Vectors
+## 39 R Programming Subsetting Vectors
+## 40 R Programming Basic Building Blocks
+## 41 R Programming Dates and Times
+## 42 R Programming Basic Building Blocks
+## 43 R Programming Subsetting Vectors
+## 44 R Programming Logic
+## 45 R Programming Workspace and Files
+## 46 R Programming Subsetting Vectors
+## 47 R Programming Logic
+## 48 R Programming Subsetting Vectors
+## 49 R Programming Functions
+## 50 R Programming Logic
+## 51 R Programming Dates and Times
+## 52 R Programming Vectors
+## 53 R Programming Basic Building Blocks
+## 54 R Programming Logic
+## 55 R Programming Logic
+## 56 R Programming Missing Values
+## 57 R Programming Logic
+## 58 R Programming Workspace and Files
+## 59 R Programming Subsetting Vectors
+## 60 R Programming Workspace and Files
+## 61 R Programming Dates and Times
+## 62 R Programming Logic
+## 63 R Programming Basic Building Blocks
+## 64 R Programming Dates and Times
+## 65 R Programming Missing Values
+## 66 R Programming Missing Values
+## 67 R Programming Missing Values
+## 68 R Programming Subsetting Vectors
+## 69 R Programming Logic
+## 70 R Programming Logic
+## 71 R Programming Dates and Times
+## 72 R Programming Dates and Times
+## 73 R Programming Dates and Times
+## 74 R Programming Functions
+## 75 R Programming Dates and Times
+## 76 R Programming Logic
+## 77 R Programming Dates and Times
+## 78 R Programming Missing Values
+## 79 R Programming Workspace and Files
+## 80 R Programming Workspace and Files
+## 81 R Programming Functions
+## 82 R Programming Basic Building Blocks
+## 83 R Programming Basic Building Blocks
+## 84 R Programming Basic Building Blocks
+## 85 R Programming Subsetting Vectors
+## 86 R Programming Dates and Times
+## 87 R Programming Subsetting Vectors
+## 88 R Programming Vectors
+## 89 R Programming Vectors
+## 90 R Programming Workspace and Files
+## 91 R Programming Logic
+## 92 R Programming Workspace and Files
+## 93 R Programming Workspace and Files
+## 94 R Programming Missing Values
+## 95 R Programming Workspace and Files
+## 96 R Programming Workspace and Files
+## 97 R Programming Subsetting Vectors
+## 98 R Programming Workspace and Files
+## 99 R Programming Workspace and Files
+## 100 R Programming Dates and Times
+## 101 R Programming Workspace and Files
+## 102 R Programming Workspace and Files
+## 103 R Programming Logic
+## 104 R Programming Logic
+## 105 R Programming Logic
+## 106 R Programming Dates and Times
+## 107 R Programming Subsetting Vectors
+## 108 R Programming Subsetting Vectors
+## 109 R Programming Subsetting Vectors
+## 110 R Programming Subsetting Vectors
+## 111 R Programming Vectors
+## 112 R Programming Subsetting Vectors
+## 113 R Programming Workspace and Files
+## 114 R Programming Missing Values
+## 115 R Programming Missing Values
+## 116 R Programming Missing Values
+## 117 R Programming Logic
+## 118 R Programming Logic
+## 119 R Programming Vectors
+## 120 R Programming Logic
+## 121 R Programming Logic
+## 122 R Programming Basic Building Blocks
+## 123 R Programming Basic Building Blocks
+## 124 R Programming Subsetting Vectors
+## 125 R Programming Logic
+## 126 R Programming Basic Building Blocks
+## 127 R Programming Basic Building Blocks
+## 128 R Programming Basic Building Blocks
+## 129 R Programming Logic
+## 130 R Programming Missing Values
+## 131 R Programming Workspace and Files
+## 132 R Programming Workspace and Files
+## 133 R Programming Logic
+## 134 R Programming Workspace and Files
+## 135 R Programming Logic
+## 136 R Programming Logic
+## 137 R Programming Missing Values
+## 138 R Programming Missing Values
+## 139 R Programming Logic
+## 140 R Programming Logic
+## 141 R Programming Functions
+## 142 R Programming Subsetting Vectors
+## 143 R Programming Subsetting Vectors
+## 144 R Programming Dates and Times
+## 145 R Programming Functions
+## 146 R Programming Vectors
+## 147 R Programming Vectors
+## 148 R Programming Missing Values
+## 149 R Programming Functions
+## 150 R Programming Functions
+## 151 R Programming Functions
+## 152 R Programming Functions
+## 153 R Programming Logic
+## 154 R Programming Functions
+## 155 R Programming Functions
+## 156 R Programming Logic
+## 157 R Programming Functions
+## 158 R Programming Logic
+## 159 R Programming Functions
+## 160 R Programming Functions
+## 161 R Programming Logic
+## 162 R Programming Functions
+## 163 R Programming Functions
+## 164 R Programming Functions
+## 165 R Programming Logic
+## 166 R Programming Functions
+## 167 R Programming Vectors
+## 168 R Programming Functions
+## 169 R Programming Dates and Times
+## 170 R Programming Logic
+## 171 R Programming Subsetting Vectors
+## 172 R Programming Functions
+## 173 R Programming Missing Values
+## 174 R Programming Vectors
+## 175 R Programming Vectors
+## 176 R Programming Basic Building Blocks
+## 177 R Programming Functions
+## 178 R Programming Functions
+## 179 R Programming Vectors
+## 180 R Programming Dates and Times
+## 181 R Programming Vectors
+## 182 R Programming Functions
+## 183 R Programming Basic Building Blocks
+## 184 R Programming Functions
+## 185 R Programming Functions
+## 186 R Programming Logic
+## 187 R Programming Vectors
+## 188 R Programming Vectors
+## 189 R Programming Subsetting Vectors
+## 190 R Programming Basic Building Blocks
+## 191 R Programming Basic Building Blocks
+## 192 R Programming Basic Building Blocks
+## 193 R Programming Vectors
+## 194 R Programming Logic
+## 195 R Programming Logic
+## 196 R Programming Basic Building Blocks
+## 197 R Programming Missing Values
+## 198 R Programming Missing Values
+## 199 R Programming Basic Building Blocks
+## 200 Getting and Cleaning Data Tidying Data with tidyr
+## 201 Getting and Cleaning Data Tidying Data with tidyr
+## 202 R Programming Missing Values
+## 203 R Programming Missing Values
+## 204 Getting and Cleaning Data Tidying Data with tidyr
+## 205 R Programming Subsetting Vectors
+## 206 R Programming Subsetting Vectors
+## 207 R Programming Missing Values
+## 208 Getting and Cleaning Data Tidying Data with tidyr
+## 209 Getting and Cleaning Data Tidying Data with tidyr
+## 210 Getting and Cleaning Data Tidying Data with tidyr
+## 211 R Programming Missing Values
+## 212 Getting and Cleaning Data Tidying Data with tidyr
+## 213 R Programming Subsetting Vectors
+## 214 R Programming Missing Values
+## 215 R Programming Dates and Times
+## 216 R Programming Subsetting Vectors
+## 217 R Programming Dates and Times
+## 218 Getting and Cleaning Data Tidying Data with tidyr
+## 219 R Programming Dates and Times
+## 220 R Programming Missing Values
+## 221 R Programming Missing Values
+## 222 R Programming Basic Building Blocks
+## 223 R Programming Functions
+## 224 R Programming Subsetting Vectors
+## 225 R Programming Missing Values
+## 226 R Programming Looking at Data
+## 227 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 228 R Programming Subsetting Vectors
+## 229 R Programming Logic
+## 230 R Programming Basic Building Blocks
+## 231 Getting and Cleaning Data Tidying Data with tidyr
+## 232 Getting and Cleaning Data Tidying Data with tidyr
+## 233 Getting and Cleaning Data Tidying Data with tidyr
+## 234 R Programming Looking at Data
+## 235 R Programming Looking at Data
+## 236 R Programming Missing Values
+## 237 R Programming Missing Values
+## 238 R Programming Logic
+## 239 R Programming Dates and Times
+## 240 R Programming Subsetting Vectors
+## 241 R Programming Subsetting Vectors
+## 242 Getting and Cleaning Data Tidying Data with tidyr
+## 243 R Programming Missing Values
+## 244 R Programming Functions
+## 245 R Programming Logic
+## 246 Getting and Cleaning Data Tidying Data with tidyr
+## 247 R Programming Functions
+## 248 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 249 Getting and Cleaning Data Tidying Data with tidyr
+## 250 R Programming Dates and Times
+## 251 R Programming Missing Values
+## 252 R Programming Subsetting Vectors
+## 253 R Programming Basic Building Blocks
+## 254 R Programming Basic Building Blocks
+## 255 Getting and Cleaning Data Tidying Data with tidyr
+## 256 Getting and Cleaning Data Tidying Data with tidyr
+## 257 Getting and Cleaning Data Tidying Data with tidyr
+## 258 R Programming Dates and Times
+## 259 R Programming Logic
+## 260 R Programming Subsetting Vectors
+## 261 R Programming Logic
+## 262 Getting and Cleaning Data Tidying Data with tidyr
+## 263 Getting and Cleaning Data Tidying Data with tidyr
+## 264 R Programming Dates and Times
+## 265 Getting and Cleaning Data Tidying Data with tidyr
+## 266 R Programming Functions
+## 267 R Programming Logic
+## 268 R Programming Workspace and Files
+## 269 R Programming Dates and Times
+## 270 Getting and Cleaning Data Tidying Data with tidyr
+## 271 R Programming Logic
+## 272 R Programming Subsetting Vectors
+## 273 R Programming Workspace and Files
+## 274 R Programming Workspace and Files
+## 275 R Programming Workspace and Files
+## 276 R Programming Basic Building Blocks
+## 277 R Programming Subsetting Vectors
+## 278 R Programming Workspace and Files
+## 279 R Programming Workspace and Files
+## 280 R Programming Workspace and Files
+## 281 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 282 R Programming Workspace and Files
+## 283 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 284 R Programming Subsetting Vectors
+## 285 R Programming Logic
+## 286 R Programming Basic Building Blocks
+## 287 R Programming Basic Building Blocks
+## 288 R Programming Basic Building Blocks
+## 289 R Programming Dates and Times
+## 290 R Programming Dates and Times
+## 291 R Programming Logic
+## 292 R Programming Vectors
+## 293 R Programming Dates and Times
+## 294 R Programming Looking at Data
+## 295 R Programming Workspace and Files
+## 296 Getting and Cleaning Data Manipulating Data with dplyr
+## 297 Getting and Cleaning Data Manipulating Data with dplyr
+## 298 Getting and Cleaning Data Manipulating Data with dplyr
+## 299 R Programming Basic Building Blocks
+## 300 R Programming Basic Building Blocks
+## 301 R Programming Logic
+## 302 R Programming Basic Building Blocks
+## 303 R Programming Logic
+## 304 R Programming Basic Building Blocks
+## 305 R Programming Basic Building Blocks
+## 306 R Programming Workspace and Files
+## 307 R Programming Basic Building Blocks
+## 308 R Programming Subsetting Vectors
+## 309 R Programming Basic Building Blocks
+## 310 R Programming Basic Building Blocks
+## 311 R Programming Vectors
+## 312 R Programming Basic Building Blocks
+## 313 R Programming Vectors
+## 314 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 315 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 316 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 317 R Programming Logic
+## 318 R Programming Logic
+## 319 Getting and Cleaning Data Tidying Data with tidyr
+## 320 R Programming Logic
+## 321 R Programming Logic
+## 322 Getting and Cleaning Data Manipulating Data with dplyr
+## 323 R Programming Logic
+## 324 R Programming Subsetting Vectors
+## 325 R Programming Functions
+## 326 R Programming Looking at Data
+## 327 R Programming Workspace and Files
+## 328 Getting and Cleaning Data Manipulating Data with dplyr
+## 329 R Programming Workspace and Files
+## 330 R Programming Looking at Data
+## 331 R Programming Looking at Data
+## 332 R Programming Functions
+## 333 R Programming Functions
+## 334 R Programming Functions
+## 335 R Programming Functions
+## 336 R Programming Functions
+## 337 R Programming Functions
+## 338 R Programming Basic Building Blocks
+## 339 R Programming Vectors
+## 340 R Programming Vectors
+## 341 R Programming Vectors
+## 342 R Programming Vectors
+## 343 R Programming Subsetting Vectors
+## 344 R Programming Vectors
+## 345 R Programming Subsetting Vectors
+## 346 R Programming Subsetting Vectors
+## 347 R Programming Subsetting Vectors
+## 348 R Programming Subsetting Vectors
+## 349 R Programming Subsetting Vectors
+## 350 R Programming Matrices and Data Frames
+## 351 Getting and Cleaning Data Tidying Data with tidyr
+## 352 R Programming Subsetting Vectors
+## 353 R Programming Subsetting Vectors
+## 354 R Programming Subsetting Vectors
+## 355 R Programming Workspace and Files
+## 356 R Programming Workspace and Files
+## 357 R Programming Workspace and Files
+## 358 R Programming Workspace and Files
+## 359 R Programming Workspace and Files
+## 360 R Programming Vectors
+## 361 R Programming Matrices and Data Frames
+## 362 R Programming Matrices and Data Frames
+## 363 R Programming Matrices and Data Frames
+## 364 R Programming Workspace and Files
+## 365 R Programming Workspace and Files
+## 366 R Programming Workspace and Files
+## 367 Getting and Cleaning Data Tidying Data with tidyr
+## 368 Getting and Cleaning Data Tidying Data with tidyr
+## 369 Getting and Cleaning Data Tidying Data with tidyr
+## 370 R Programming Workspace and Files
+## 371 R Programming Workspace and Files
+## 372 Getting and Cleaning Data Tidying Data with tidyr
+## 373 Getting and Cleaning Data Tidying Data with tidyr
+## 374 Getting and Cleaning Data Tidying Data with tidyr
+## 375 R Programming Basic Building Blocks
+## 376 R Programming Basic Building Blocks
+## 377 R Programming Dates and Times
+## 378 R Programming Dates and Times
+## 379 R Programming Subsetting Vectors
+## 380 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 381 R Programming Subsetting Vectors
+## 382 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 383 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 384 Getting and Cleaning Data Tidying Data with tidyr
+## 385 R Programming Vectors
+## 386 R Programming Vectors
+## 387 R Programming Vectors
+## 388 R Programming Vectors
+## 389 R Programming Vectors
+## 390 R Programming Vectors
+## 391 R Programming Vectors
+## 392 R Programming Vectors
+## 393 R Programming Vectors
+## 394 R Programming Vectors
+## 395 Getting and Cleaning Data Tidying Data with tidyr
+## 396 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 397 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 398 Getting and Cleaning Data Tidying Data with tidyr
+## 399 R Programming Matrices and Data Frames
+## 400 R Programming Matrices and Data Frames
+## 401 R Programming Matrices and Data Frames
+## 402 Getting and Cleaning Data Manipulating Data with dplyr
+## 403 Getting and Cleaning Data Manipulating Data with dplyr
+## 404 Getting and Cleaning Data Manipulating Data with dplyr
+## 405 Getting and Cleaning Data Manipulating Data with dplyr
+## 406 Getting and Cleaning Data Manipulating Data with dplyr
+## 407 R Programming Dates and Times
+## 408 Getting and Cleaning Data Tidying Data with tidyr
+## 409 R Programming Workspace and Files
+## 410 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 411 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 412 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 413 R Programming Dates and Times
+## 414 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 415 Getting and Cleaning Data Tidying Data with tidyr
+## 416 Getting and Cleaning Data Tidying Data with tidyr
+## 417 Getting and Cleaning Data Tidying Data with tidyr
+## 418 Getting and Cleaning Data Tidying Data with tidyr
+## 419 R Programming Dates and Times
+## 420 R Programming Functions
+## 421 R Programming Functions
+## 422 R Programming Functions
+## 423 R Programming Functions
+## 424 R Programming Functions
+## 425 R Programming Functions
+## 426 R Programming Matrices and Data Frames
+## 427 R Programming Looking at Data
+## 428 Getting and Cleaning Data Tidying Data with tidyr
+## 429 Getting and Cleaning Data Manipulating Data with dplyr
+## 430 Getting and Cleaning Data Tidying Data with tidyr
+## 431 Getting and Cleaning Data Tidying Data with tidyr
+## 432 Getting and Cleaning Data Tidying Data with tidyr
+## 433 R Programming Looking at Data
+## 434 Exploratory_Data_Analysis Plotting_Systems
+## 435 Exploratory_Data_Analysis Plotting_Systems
+## 436 Exploratory_Data_Analysis Plotting_Systems
+## 437 Exploratory_Data_Analysis Plotting_Systems
+## 438 Exploratory_Data_Analysis Plotting_Systems
+## 439 R Programming Dates and Times
+## 440 R Programming Dates and Times
+## 441 R Programming Dates and Times
+## 442 Getting and Cleaning Data Tidying Data with tidyr
+## 443 Getting and Cleaning Data Tidying Data with tidyr
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+## 1124 R Programming Workspace and Files
+## 1125 R Programming Vectors
+## 1126 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1127 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1128 R Programming Looking at Data
+## 1129 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1130 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1131 R Programming Dates and Times
+## 1132 R Programming Workspace and Files
+## 1133 R Programming Workspace and Files
+## 1134 R Programming Logic
+## 1135 R Programming Workspace and Files
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+## 1137 R Programming Workspace and Files
+## 1138 R Programming Workspace and Files
+## 1139 R Programming Workspace and Files
+## 1140 R Programming Functions
+## 1141 R Programming Functions
+## 1142 R Programming Functions
+## 1143 R Programming Functions
+## 1144 R Programming Workspace and Files
+## 1145 R Programming Logic
+## 1146 R Programming Functions
+## 1147 R Programming Functions
+## 1148 R Programming Functions
+## 1149 R Programming Functions
+## 1150 R Programming Workspace and Files
+## 1151 R Programming Workspace and Files
+## 1152 R Programming Workspace and Files
+## 1153 R Programming Functions
+## 1154 R Programming Functions
+## 1155 R Programming Functions
+## 1156 R Programming Functions
+## 1157 R Programming Functions
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+## 1160 R Programming Looking at Data
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+## 1162 R Programming Looking at Data
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+## 1164 R Programming Workspace and Files
+## 1165 R Programming Dates and Times
+## 1166 Getting and Cleaning Data Tidying Data with tidyr
+## 1167 Getting and Cleaning Data Tidying Data with tidyr
+## 1168 Getting and Cleaning Data Tidying Data with tidyr
+## 1169 Getting and Cleaning Data Tidying Data with tidyr
+## 1170 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1171 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1172 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1173 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1174 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1175 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1176 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1177 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1178 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1179 Getting and Cleaning Data Grouping and Chaining with dplyr
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+## 1182 Exploratory_Data_Analysis Plotting_Systems
+## 1183 Exploratory_Data_Analysis Plotting_Systems
+## 1184 Exploratory_Data_Analysis Plotting_Systems
+## 1185 Exploratory_Data_Analysis Plotting_Systems
+## 1186 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1187 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1188 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1189 Getting and Cleaning Data Grouping and Chaining with dplyr
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+## 1192 R Programming Workspace and Files
+## 1193 R Programming Workspace and Files
+## 1194 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1195 Getting and Cleaning Data Tidying Data with tidyr
+## 1196 Getting and Cleaning Data Tidying Data with tidyr
+## 1197 Getting and Cleaning Data Manipulating Data with dplyr
+## 1198 Getting and Cleaning Data Manipulating Data with dplyr
+## 1199 Getting and Cleaning Data Manipulating Data with dplyr
+## 1200 Getting and Cleaning Data Manipulating Data with dplyr
+## 1201 Getting and Cleaning Data Manipulating Data with dplyr
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+## 1203 R Programming Logic
+## 1204 R Programming Logic
+## 1205 R Programming Logic
+## 1206 R Programming Logic
+## 1207 R Programming Dates and Times
+## 1208 R Programming Dates and Times
+## 1209 R Programming Dates and Times
+## 1210 R Programming Dates and Times
+## 1211 R Programming Dates and Times
+## 1212 R Programming Dates and Times
+## 1213 R Programming Vectors
+## 1214 R Programming Vectors
+## 1215 R Programming Vectors
+## 1216 R Programming Vectors
+## 1217 R Programming Vectors
+## 1218 R Programming Vectors
+## 1219 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1220 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1221 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1222 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1223 Getting and Cleaning Data Manipulating Data with dplyr
+## 1224 Getting and Cleaning Data Manipulating Data with dplyr
+## 1225 Getting and Cleaning Data Manipulating Data with dplyr
+## 1226 Getting and Cleaning Data Manipulating Data with dplyr
+## 1227 Getting and Cleaning Data Manipulating Data with dplyr
+## 1228 Getting and Cleaning Data Manipulating Data with dplyr
+## 1229 R Programming Dates and Times
+## 1230 R Programming Dates and Times
+## 1231 R Programming Functions
+## 1232 R Programming Functions
+## 1233 R Programming Functions
+## 1234 R Programming Functions
+## 1235 R Programming Functions
+## 1236 R Programming Functions
+## 1237 R Programming Functions
+## 1238 R Programming Functions
+## 1239 Getting and Cleaning Data Tidying Data with tidyr
+## 1240 Getting and Cleaning Data Tidying Data with tidyr
+## 1241 Getting and Cleaning Data Tidying Data with tidyr
+## 1242 Getting and Cleaning Data Tidying Data with tidyr
+## 1243 Getting and Cleaning Data Tidying Data with tidyr
+## 1244 Getting and Cleaning Data Tidying Data with tidyr
+## 1245 R Programming Functions
+## 1246 R Programming Functions
+## 1247 R Programming Functions
+## 1248 Getting and Cleaning Data Tidying Data with tidyr
+## 1249 Getting and Cleaning Data Tidying Data with tidyr
+## 1250 Getting and Cleaning Data Tidying Data with tidyr
+## 1251 R Programming Functions
+## 1252 R Programming Functions
+## 1253 R Programming Functions
+## 1254 R Programming Functions
+## 1255 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 1256 R Programming Subsetting Vectors
+## 1257 R Programming Subsetting Vectors
+## 1258 R Programming Subsetting Vectors
+## 1259 R Programming Subsetting Vectors
+## 1260 R Programming Subsetting Vectors
+## 1261 R Programming Subsetting Vectors
+## 1262 R Programming Subsetting Vectors
+## 1263 R Programming Subsetting Vectors
+## 1264 R Programming Subsetting Vectors
+## 1265 R Programming Subsetting Vectors
+## 1266 R Programming Subsetting Vectors
+## 1267 Exploratory_Data_Analysis Plotting_Systems
+## 1268 Exploratory_Data_Analysis Plotting_Systems
+## 1269 Exploratory_Data_Analysis Plotting_Systems
+## 1270 Exploratory_Data_Analysis Plotting_Systems
+## 1271 Exploratory_Data_Analysis Plotting_Systems
+## 1272 Exploratory_Data_Analysis Plotting_Systems
+## 1273 R Programming Logic
+## 1274 R Programming Logic
+## 1275 R Programming Logic
+## 1276 R Programming Logic
+## 1277 R Programming Logic
+## 1278 R Programming Logic
+## 1279 R Programming Logic
+## 1280 Exploratory_Data_Analysis Plotting_Systems
+## 1281 Exploratory_Data_Analysis Plotting_Systems
+## 1282 Exploratory_Data_Analysis Plotting_Systems
+## 1283 Exploratory_Data_Analysis Plotting_Systems
+## 1284 Exploratory_Data_Analysis Plotting_Systems
+## 1285 Exploratory_Data_Analysis Plotting_Systems
+## 1286 Exploratory_Data_Analysis Plotting_Systems
+## 1287 Exploratory_Data_Analysis Plotting_Systems
+## 1288 Exploratory_Data_Analysis Plotting_Systems
+## 1289 R Programming Logic
+## 1290 R Programming Logic
+## 1291 R Programming Logic
+## 1292 R Programming Logic
+## 1293 R Programming Logic
+## 1294 R Programming Missing Values
+## 1295 R Programming Missing Values
+## 1296 Getting and Cleaning Data Manipulating Data with dplyr
+## 1297 Getting and Cleaning Data Manipulating Data with dplyr
+## 1298 Getting and Cleaning Data Manipulating Data with dplyr
+## 1299 Getting and Cleaning Data Manipulating Data with dplyr
+## 1300 Getting and Cleaning Data Manipulating Data with dplyr
+## 1301 Getting and Cleaning Data Manipulating Data with dplyr
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+## 1305 Getting and Cleaning Data Manipulating Data with dplyr
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+## 1307 Getting and Cleaning Data Manipulating Data with dplyr
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+## 1309 R Programming Dates and Times
+## 1310 R Programming Dates and Times
+## 1311 R Programming Dates and Times
+## 1312 R Programming Dates and Times
+## 1313 R Programming Dates and Times
+## 1314 R Programming Dates and Times
+## 1315 R Programming Vectors
+## 1316 R Programming Vectors
+## 1317 R Programming Vectors
+## 1318 R Programming Vectors
+## 1319 R Programming Vectors
+## 1320 R Programming Vectors
+## 1321 R Programming Vectors
+## 1322 R Programming Vectors
+## 1323 R Programming Vectors
+## 1324 R Programming Vectors
+## 1325 R Programming Vectors
+## 1326 Getting and Cleaning Data Tidying Data with tidyr
+## 1327 Getting and Cleaning Data Tidying Data with tidyr
+## 1328 R Programming Missing Values
+## 1329 R Programming Missing Values
+## 1330 R Programming Missing Values
+## 1331 R Programming Missing Values
+## 1332 R Programming Missing Values
+## 1333 R Programming Missing Values
+## 1334 R Programming Missing Values
+## 1335 R Programming Missing Values
+## 1336 R Programming Missing Values
+## 1337 R Programming Missing Values
+## 1338 R Programming Missing Values
+## 1339 R Programming Missing Values
+## 1340 R Programming Subsetting Vectors
+## 1341 R Programming Subsetting Vectors
+## 1342 R Programming Subsetting Vectors
+## 1343 Getting and Cleaning Data Tidying Data with tidyr
+## 1344 Getting and Cleaning Data Tidying Data with tidyr
+## 1345 Getting and Cleaning Data Tidying Data with tidyr
+## 1346 Getting and Cleaning Data Tidying Data with tidyr
+## 1347 Getting and Cleaning Data Tidying Data with tidyr
+## 1348 Getting and Cleaning Data Tidying Data with tidyr
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+## 1350 R Programming Logic
+## 1351 R Programming Logic
+## 1352 R Programming Dates and Times
+## 1353 Getting and Cleaning Data Tidying Data with tidyr
+## 1354 Getting and Cleaning Data Tidying Data with tidyr
+## 1355 Getting and Cleaning Data Tidying Data with tidyr
+## 1356 Getting and Cleaning Data Tidying Data with tidyr
+## 1357 Getting and Cleaning Data Tidying Data with tidyr
+## 1358 R Programming Subsetting Vectors
+## 1359 R Programming Subsetting Vectors
+## 1360 R Programming Subsetting Vectors
+## 1361 R Programming Logic
+## 1362 R Programming Logic
+## 1363 R Programming Logic
+## 1364 R Programming Logic
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+## 1366 R Programming Logic
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+## 1374 R Programming Logic
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+## 1376 R Programming Logic
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+## 1378 R Programming Subsetting Vectors
+## 1379 R Programming Dates and Times
+## 1380 R Programming Logic
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+## 1385 Getting and Cleaning Data Manipulating Data with dplyr
+## 1386 Getting and Cleaning Data Manipulating Data with dplyr
+## 1387 R Programming Dates and Times
+## 1388 Getting and Cleaning Data Tidying Data with tidyr
+## 1389 R Programming Subsetting Vectors
+## 1390 R Programming Subsetting Vectors
+## 1391 R Programming Looking at Data
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+## 1393 R Programming Looking at Data
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+## 1397 R Programming Looking at Data
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+## 1399 Getting and Cleaning Data Manipulating Data with dplyr
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+## 1401 R Programming Dates and Times
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+## 1403 R Programming Dates and Times
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+## 1405 Getting and Cleaning Data Manipulating Data with dplyr
+## 1406 Getting and Cleaning Data Tidying Data with tidyr
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+## 1408 R Programming Subsetting Vectors
+## 1409 Getting and Cleaning Data Manipulating Data with dplyr
+## 1410 Getting and Cleaning Data Manipulating Data with dplyr
+## 1411 Getting and Cleaning Data Manipulating Data with dplyr
+## 1412 Getting and Cleaning Data Tidying Data with tidyr
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+## 1415 R Programming Subsetting Vectors
+## 1416 Getting and Cleaning Data Tidying Data with tidyr
+## 1417 R Programming Subsetting Vectors
+## 1418 Getting and Cleaning Data Manipulating Data with dplyr
+## 1419 R Programming Basic Building Blocks
+## 1420 R Programming Basic Building Blocks
+## 1421 R Programming Matrices and Data Frames
+## 1422 R Programming Basic Building Blocks
+## 1423 R Programming Matrices and Data Frames
+## 1424 R Programming Matrices and Data Frames
+## 1425 R Programming Matrices and Data Frames
+## 1426 R Programming Basic Building Blocks
+## 1427 R Programming Basic Building Blocks
+## 1428 R Programming Matrices and Data Frames
+## 1429 R Programming Matrices and Data Frames
+## 1430 R Programming Matrices and Data Frames
+## 1431 R Programming Basic Building Blocks
+## 1432 R Programming Basic Building Blocks
+## 1433 R Programming Matrices and Data Frames
+## 1434 R Programming Basic Building Blocks
+## 1435 R Programming Basic Building Blocks
+## 1436 R Programming Basic Building Blocks
+## 1437 R Programming Basic Building Blocks
+## 1438 R Programming Matrices and Data Frames
+## 1439 R Programming Basic Building Blocks
+## 1440 R Programming Basic Building Blocks
+## 1441 R Programming Matrices and Data Frames
+## 1442 R Programming Matrices and Data Frames
+## 1443 R Programming Matrices and Data Frames
+## 1444 R Programming Basic Building Blocks
+## 1445 R Programming Basic Building Blocks
+## 1446 R Programming Matrices and Data Frames
+## 1447 R Programming Matrices and Data Frames
+## 1448 R Programming Matrices and Data Frames
+## 1449 R Programming Matrices and Data Frames
+## 1450 R Programming Matrices and Data Frames
+## 1451 R Programming Basic Building Blocks
+## 1452 R Programming Basic Building Blocks
+## 1453 R Programming Basic Building Blocks
+## 1454 R Programming Matrices and Data Frames
+## 1455 R Programming Matrices and Data Frames
+## 1456 R Programming Matrices and Data Frames
+## 1457 R Programming Matrices and Data Frames
+## 1458 R Programming Basic Building Blocks
+## 1459 R Programming Basic Building Blocks
+## 1460 R Programming Basic Building Blocks
+## 1461 R Programming Matrices and Data Frames
+## 1462 R Programming Basic Building Blocks
+## 1463 R Programming Matrices and Data Frames
+## 1464 R Programming Vectors
+## 1465 R Programming Basic Building Blocks
+## 1466 R Programming Vectors
+## 1467 R Programming Basic Building Blocks
+## 1468 R Programming Basic Building Blocks
+## 1469 R Programming Basic Building Blocks
+## 1470 R Programming Basic Building Blocks
+## 1471 R Programming Workspace and Files
+## 1472 R Programming Basic Building Blocks
+## 1473 R Programming Vectors
+## 1474 R Programming Basic Building Blocks
+## 1475 R Programming Basic Building Blocks
+## 1476 R Programming Workspace and Files
+## 1477 R Programming Vectors
+## 1478 R Programming Basic Building Blocks
+## 1479 R Programming Workspace and Files
+## 1480 R Programming Workspace and Files
+## 1481 R Programming Basic Building Blocks
+## 1482 R Programming Workspace and Files
+## 1483 R Programming Basic Building Blocks
+## 1484 R Programming Basic Building Blocks
+## 1485 R Programming Basic Building Blocks
+## 1486 R Programming Vectors
+## 1487 R Programming Workspace and Files
+## 1488 R Programming Workspace and Files
+## 1489 R Programming Basic Building Blocks
+## 1490 R Programming Workspace and Files
+## 1491 R Programming Workspace and Files
+## 1492 R Programming Workspace and Files
+## 1493 R Programming Workspace and Files
+## 1494 R Programming Workspace and Files
+## 1495 R Programming Workspace and Files
+## 1496 R Programming Vectors
+## 1497 R Programming Workspace and Files
+## 1498 R Programming Workspace and Files
+## 1499 R Programming Basic Building Blocks
+## 1500 R Programming Basic Building Blocks
+## 1501 R Programming Workspace and Files
+## 1502 R Programming Vectors
+## 1503 R Programming Workspace and Files
+## 1504 R Programming Vectors
+## 1505 R Programming Workspace and Files
+## 1506 R Programming Workspace and Files
+## 1507 R Programming Workspace and Files
+## 1508 R Programming Missing Values
+## 1509 R Programming Vectors
+## 1510 R Programming Vectors
+## 1511 R Programming Vectors
+## 1512 R Programming Workspace and Files
+## 1513 R Programming Workspace and Files
+## 1514 R Programming Basic Building Blocks
+## 1515 R Programming Basic Building Blocks
+## 1516 R Programming Missing Values
+## 1517 R Programming Vectors
+## 1518 R Programming Basic Building Blocks
+## 1519 R Programming Missing Values
+## 1520 R Programming Vectors
+## 1521 R Programming Vectors
+## 1522 R Programming Vectors
+## 1523 R Programming Vectors
+## 1524 R Programming Missing Values
+## 1525 R Programming Workspace and Files
+## 1526 R Programming Missing Values
+## 1527 R Programming Vectors
+## 1528 R Programming Missing Values
+## 1529 R Programming Missing Values
+## 1530 R Programming Missing Values
+## 1531 R Programming Basic Building Blocks
+## 1532 R Programming Missing Values
+## 1533 R Programming Basic Building Blocks
+## 1534 R Programming Missing Values
+## 1535 R Programming Missing Values
+## 1536 R Programming Missing Values
+## 1537 R Programming Basic Building Blocks
+## 1538 R Programming Vectors
+## 1539 R Programming Vectors
+## 1540 R Programming Missing Values
+## 1541 R Programming Missing Values
+## 1542 R Programming Subsetting Vectors
+## 1543 R Programming Functions
+## 1544 R Programming Functions
+## 1545 R Programming Functions
+## 1546 R Programming Subsetting Vectors
+## 1547 R Programming Subsetting Vectors
+## 1548 R Programming Functions
+## 1549 R Programming Basic Building Blocks
+## 1550 R Programming Matrices and Data Frames
+## 1551 R Programming Basic Building Blocks
+## 1552 R Programming Matrices and Data Frames
+## 1553 R Programming Basic Building Blocks
+## 1554 R Programming Workspace and Files
+## 1555 R Programming Matrices and Data Frames
+## 1556 R Programming Matrices and Data Frames
+## 1557 R Programming Matrices and Data Frames
+## 1558 R Programming Matrices and Data Frames
+## 1559 R Programming Matrices and Data Frames
+## 1560 R Programming Basic Building Blocks
+## 1561 R Programming Workspace and Files
+## 1562 R Programming Basic Building Blocks
+## 1563 R Programming Dates and Times
+## 1564 R Programming Matrices and Data Frames
+## 1565 R Programming Subsetting Vectors
+## 1566 R Programming Subsetting Vectors
+## 1567 R Programming Functions
+## 1568 R Programming Logic
+## 1569 R Programming Matrices and Data Frames
+## 1570 R Programming Subsetting Vectors
+## 1571 R Programming Matrices and Data Frames
+## 1572 R Programming Workspace and Files
+## 1573 R Programming Dates and Times
+## 1574 R Programming Logic
+## 1575 R Programming Logic
+## 1576 R Programming Dates and Times
+## 1577 R Programming Basic Building Blocks
+## 1578 R Programming Subsetting Vectors
+## 1579 R Programming Logic
+## 1580 R Programming Logic
+## 1581 R Programming Matrices and Data Frames
+## 1582 R Programming Workspace and Files
+## 1583 R Programming Matrices and Data Frames
+## 1584 R Programming Subsetting Vectors
+## 1585 R Programming Logic
+## 1586 R Programming Functions
+## 1587 R Programming Dates and Times
+## 1588 R Programming Dates and Times
+## 1589 R Programming Workspace and Files
+## 1590 R Programming Vectors
+## 1591 R Programming Basic Building Blocks
+## 1592 R Programming Functions
+## 1593 R Programming Functions
+## 1594 R Programming Matrices and Data Frames
+## 1595 R Programming Matrices and Data Frames
+## 1596 R Programming Logic
+## 1597 R Programming Logic
+## 1598 R Programming Vectors
+## 1599 R Programming Workspace and Files
+## 1600 R Programming Dates and Times
+## 1601 R Programming Basic Building Blocks
+## 1602 R Programming Dates and Times
+## 1603 R Programming Matrices and Data Frames
+## 1604 R Programming Vectors
+## 1605 R Programming Matrices and Data Frames
+## 1606 R Programming Basic Building Blocks
+## 1607 R Programming Basic Building Blocks
+## 1608 R Programming Logic
+## 1609 R Programming Dates and Times
+## 1610 R Programming Missing Values
+## 1611 R Programming Vectors
+## 1612 R Programming Vectors
+## 1613 R Programming Vectors
+## 1614 R Programming Basic Building Blocks
+## 1615 R Programming Matrices and Data Frames
+## 1616 R Programming Basic Building Blocks
+## 1617 R Programming Vectors
+## 1618 R Programming Logic
+## 1619 R Programming Workspace and Files
+## 1620 R Programming Functions
+## 1621 R Programming Missing Values
+## 1622 R Programming Dates and Times
+## 1623 R Programming Dates and Times
+## 1624 R Programming Functions
+## 1625 R Programming Vectors
+## 1626 R Programming Vectors
+## 1627 R Programming Matrices and Data Frames
+## 1628 R Programming Basic Building Blocks
+## 1629 R Programming Matrices and Data Frames
+## 1630 R Programming Matrices and Data Frames
+## 1631 R Programming Functions
+## 1632 R Programming Workspace and Files
+## 1633 R Programming Functions
+## 1634 R Programming Matrices and Data Frames
+## 1635 R Programming Subsetting Vectors
+## 1636 R Programming Vectors
+## 1637 R Programming Vectors
+## 1638 R Programming Vectors
+## 1639 R Programming Vectors
+## 1640 R Programming Workspace and Files
+## 1641 R Programming Logic
+## 1642 R Programming Logic
+## 1643 R Programming Functions
+## 1644 R Programming Matrices and Data Frames
+## 1645 R Programming Matrices and Data Frames
+## 1646 R Programming Matrices and Data Frames
+## 1647 R Programming Matrices and Data Frames
+## 1648 R Programming Matrices and Data Frames
+## 1649 R Programming Subsetting Vectors
+## 1650 R Programming Subsetting Vectors
+## 1651 R Programming Logic
+## 1652 R Programming Logic
+## 1653 R Programming Vectors
+## 1654 R Programming Dates and Times
+## 1655 R Programming Missing Values
+## 1656 R Programming Functions
+## 1657 R Programming Logic
+## 1658 R Programming Logic
+## 1659 R Programming Dates and Times
+## 1660 R Programming Workspace and Files
+## 1661 R Programming Workspace and Files
+## 1662 R Programming Subsetting Vectors
+## 1663 R Programming Functions
+## 1664 R Programming Dates and Times
+## 1665 R Programming Functions
+## 1666 R Programming Functions
+## 1667 R Programming Missing Values
+## 1668 R Programming Matrices and Data Frames
+## 1669 R Programming Functions
+## 1670 R Programming Workspace and Files
+## 1671 R Programming Workspace and Files
+## 1672 R Programming Functions
+## 1673 R Programming Dates and Times
+## 1674 R Programming Dates and Times
+## 1675 R Programming Functions
+## 1676 R Programming Functions
+## 1677 R Programming Missing Values
+## 1678 R Programming Missing Values
+## 1679 R Programming Subsetting Vectors
+## 1680 R Programming Functions
+## 1681 R Programming Functions
+## 1682 R Programming Logic
+## 1683 R Programming Logic
+## 1684 R Programming Functions
+## 1685 R Programming Functions
+## 1686 R Programming Functions
+## 1687 R Programming Functions
+## 1688 R Programming Functions
+## 1689 R Programming Functions
+## 1690 R Programming Functions
+## 1691 R Programming Missing Values
+## 1692 R Programming Missing Values
+## 1693 R Programming Subsetting Vectors
+## 1694 R Programming Subsetting Vectors
+## 1695 R Programming Missing Values
+## 1696 R Programming Missing Values
+## 1697 R Programming Missing Values
+## 1698 R Programming Missing Values
+## 1699 R Programming Functions
+## 1700 R Programming Functions
+## 1701 R Programming Missing Values
+## 1702 R Programming Missing Values
+## 1703 R Programming Missing Values
+## 1704 R Programming Dates and Times
+## 1705 R Programming Dates and Times
+## 1706 R Programming Functions
+## 1707 R Programming Dates and Times
+## 1708 R Programming Dates and Times
+## 1709 R Programming Functions
+## 1710 R Programming Vectors
+## 1711 R Programming Dates and Times
+## 1712 R Programming Dates and Times
+## 1713 R Programming Dates and Times
+## 1714 R Programming Dates and Times
+## 1715 R Programming Dates and Times
+## 1716 R Programming Functions
+## 1717 R Programming Vectors
+## 1718 R Programming Vectors
+## 1719 R Programming Functions
+## 1720 R Programming Functions
+## 1721 R Programming Functions
+## 1722 R Programming Workspace and Files
+## 1723 R Programming Functions
+## 1724 R Programming Logic
+## 1725 R Programming Vectors
+## 1726 R Programming Dates and Times
+## 1727 R Programming Dates and Times
+## 1728 R Programming Functions
+## 1729 R Programming Functions
+## 1730 R Programming Functions
+## 1731 R Programming Vectors
+## 1732 R Programming Functions
+## 1733 R Programming Vectors
+## 1734 R Programming Functions
+## 1735 R Programming Functions
+## 1736 R Programming Workspace and Files
+## 1737 R Programming Workspace and Files
+## 1738 R Programming Workspace and Files
+## 1739 R Programming Dates and Times
+## 1740 R Programming Vectors
+## 1741 R Programming Functions
+## 1742 R Programming Vectors
+## 1743 R Programming Functions
+## 1744 R Programming Functions
+## 1745 R Programming Workspace and Files
+## 1746 R Programming Dates and Times
+## 1747 R Programming Vectors
+## 1748 R Programming Logic
+## 1749 R Programming Functions
+## 1750 R Programming Logic
+## 1751 R Programming Subsetting Vectors
+## 1752 R Programming Subsetting Vectors
+## 1753 R Programming Workspace and Files
+## 1754 R Programming Functions
+## 1755 R Programming Logic
+## 1756 R Programming Functions
+## 1757 R Programming Functions
+## 1758 R Programming Functions
+## 1759 R Programming Dates and Times
+## 1760 R Programming Functions
+## 1761 R Programming Functions
+## 1762 R Programming Vectors
+## 1763 R Programming Vectors
+## 1764 R Programming Dates and Times
+## 1765 R Programming Vectors
+## 1766 R Programming Dates and Times
+## 1767 R Programming Vectors
+## 1768 R Programming Vectors
+## 1769 R Programming Dates and Times
+## 1770 R Programming Dates and Times
+## 1771 R Programming Functions
+## 1772 R Programming Workspace and Files
+## 1773 R Programming Logic
+## 1774 R Programming Basic Building Blocks
+## 1775 R Programming Basic Building Blocks
+## 1776 R Programming Logic
+## 1777 R Programming Logic
+## 1778 R Programming Basic Building Blocks
+## 1779 R Programming Basic Building Blocks
+## 1780 R Programming Missing Values
+## 1781 R Programming Workspace and Files
+## 1782 R Programming Workspace and Files
+## 1783 R Programming Functions
+## 1784 R Programming Workspace and Files
+## 1785 R Programming Workspace and Files
+## 1786 R Programming Missing Values
+## 1787 R Programming Logic
+## 1788 R Programming Dates and Times
+## 1789 R Programming Basic Building Blocks
+## 1790 R Programming Vectors
+## 1791 R Programming Vectors
+## 1792 R Programming Vectors
+## 1793 R Programming Dates and Times
+## 1794 R Programming Dates and Times
+## 1795 R Programming Vectors
+## 1796 R Programming Basic Building Blocks
+## 1797 R Programming Dates and Times
+## 1798 R Programming Dates and Times
+## 1799 R Programming Functions
+## 1800 R Programming Functions
+## 1801 R Programming Basic Building Blocks
+## 1802 R Programming Logic
+## 1803 R Programming Logic
+## 1804 R Programming Logic
+## 1805 R Programming Subsetting Vectors
+## 1806 R Programming Basic Building Blocks
+## 1807 R Programming Basic Building Blocks
+## 1808 R Programming Subsetting Vectors
+## 1809 R Programming Basic Building Blocks
+## 1810 R Programming Workspace and Files
+## 1811 R Programming Logic
+## 1812 R Programming Logic
+## 1813 R Programming Functions
+## 1814 R Programming Workspace and Files
+## 1815 R Programming Subsetting Vectors
+## 1816 R Programming Logic
+## 1817 R Programming Logic
+## 1818 R Programming Logic
+## 1819 R Programming Logic
+## 1820 R Programming Basic Building Blocks
+## 1821 R Programming Vectors
+## 1822 R Programming Dates and Times
+## 1823 R Programming Basic Building Blocks
+## 1824 R Programming Basic Building Blocks
+## 1825 R Programming Dates and Times
+## 1826 R Programming Logic
+## 1827 R Programming Workspace and Files
+## 1828 R Programming Workspace and Files
+## 1829 R Programming Basic Building Blocks
+## 1830 R Programming Basic Building Blocks
+## 1831 R Programming Logic
+## 1832 R Programming Basic Building Blocks
+## 1833 R Programming Basic Building Blocks
+## 1834 R Programming Logic
+## 1835 R Programming Logic
+## 1836 R Programming Subsetting Vectors
+## 1837 R Programming Subsetting Vectors
+## 1838 R Programming Missing Values
+## 1839 R Programming Missing Values
+## 1840 R Programming Subsetting Vectors
+## 1841 R Programming Basic Building Blocks
+## 1842 R Programming Workspace and Files
+## 1843 R Programming Workspace and Files
+## 1844 R Programming Logic
+## 1845 R Programming Dates and Times
+## 1846 R Programming Workspace and Files
+## 1847 R Programming Logic
+## 1848 R Programming Missing Values
+## 1849 R Programming Logic
+## 1850 R Programming Logic
+## 1851 R Programming Workspace and Files
+## 1852 R Programming Workspace and Files
+## 1853 R Programming Dates and Times
+## 1854 R Programming Dates and Times
+## 1855 R Programming Logic
+## 1856 R Programming Missing Values
+## 1857 R Programming Missing Values
+## 1858 R Programming Subsetting Vectors
+## 1859 R Programming Subsetting Vectors
+## 1860 R Programming Logic
+## 1861 R Programming Logic
+## 1862 R Programming Workspace and Files
+## 1863 R Programming Basic Building Blocks
+## 1864 R Programming Workspace and Files
+## 1865 R Programming Subsetting Vectors
+## 1866 R Programming Missing Values
+## 1867 R Programming Missing Values
+## 1868 R Programming Subsetting Vectors
+## 1869 R Programming Subsetting Vectors
+## 1870 R Programming Missing Values
+## 1871 R Programming Missing Values
+## 1872 R Programming Logic
+## 1873 R Programming Logic
+## 1874 R Programming Subsetting Vectors
+## 1875 R Programming Logic
+## 1876 R Programming Subsetting Vectors
+## 1877 R Programming Basic Building Blocks
+## 1878 R Programming Subsetting Vectors
+## 1879 R Programming Subsetting Vectors
+## 1880 R Programming Subsetting Vectors
+## 1881 R Programming Workspace and Files
+## 1882 R Programming Logic
+## 1883 R Programming Missing Values
+## 1884 R Programming Missing Values
+## 1885 R Programming Subsetting Vectors
+## 1886 R Programming Subsetting Vectors
+## 1887 R Programming Logic
+## 1888 R Programming Subsetting Vectors
+## 1889 R Programming Subsetting Vectors
+## 1890 R Programming Subsetting Vectors
+## 1891 R Programming Logic
+## 1892 R Programming Subsetting Vectors
+## 1893 R Programming Basic Building Blocks
+## 1894 R Programming Subsetting Vectors
+## 1895 R Programming Basic Building Blocks
+## 1896 R Programming Logic
+## 1897 R Programming Subsetting Vectors
+## 1898 R Programming Matrices and Data Frames
+## 1899 R Programming Matrices and Data Frames
+## 1900 R Programming Matrices and Data Frames
+## 1901 R Programming Matrices and Data Frames
+## 1902 R Programming Matrices and Data Frames
+## 1903 R Programming Matrices and Data Frames
+## 1904 R Programming Matrices and Data Frames
+## 1905 R Programming Matrices and Data Frames
+## 1906 R Programming Matrices and Data Frames
+## 1907 R Programming Matrices and Data Frames
+## 1908 R Programming Matrices and Data Frames
+## 1909 R Programming Matrices and Data Frames
+## 1910 R Programming Matrices and Data Frames
+## 1911 R Programming Matrices and Data Frames
+## 1912 R Programming Matrices and Data Frames
+## 1913 R Programming Matrices and Data Frames
+## 1914 R Programming Matrices and Data Frames
+## 1915 R Programming Matrices and Data Frames
+## 1916 R Programming Matrices and Data Frames
+## 1917 R Programming Matrices and Data Frames
+## 1918 R Programming Matrices and Data Frames
+## 1919 R Programming Matrices and Data Frames
+## 1920 R Programming Matrices and Data Frames
+## 1921 R Programming Basic Building Blocks
+## 1922 R Programming Basic Building Blocks
+## 1923 R Programming Basic Building Blocks
+## 1924 R Programming Basic Building Blocks
+## 1925 R Programming Basic Building Blocks
+## 1926 R Programming Basic Building Blocks
+## 1927 R Programming Basic Building Blocks
+## 1928 R Programming Basic Building Blocks
+## 1929 R Programming Basic Building Blocks
+## 1930 R Programming Basic Building Blocks
+## 1931 R Programming Basic Building Blocks
+## 1932 R Programming Basic Building Blocks
+## 1933 R Programming Basic Building Blocks
+## 1934 R Programming Basic Building Blocks
+## 1935 R Programming Basic Building Blocks
+## 1936 R Programming Missing Values
+## 1937 R Programming Vectors
+## 1938 R Programming Basic Building Blocks
+## 1939 R Programming Basic Building Blocks
+## 1940 R Programming Basic Building Blocks
+## 1941 R Programming Logic
+## 1942 R Programming Vectors
+## 1943 R Programming Logic
+## 1944 R Programming Basic Building Blocks
+## 1945 R Programming Basic Building Blocks
+## 1946 R Programming Dates and Times
+## 1947 R Programming Vectors
+## 1948 R Programming Basic Building Blocks
+## 1949 R Programming Logic
+## 1950 R Programming Basic Building Blocks
+## 1951 R Programming Logic
+## 1952 R Programming Logic
+## 1953 R Programming Logic
+## 1954 R Programming Logic
+## 1955 R Programming Dates and Times
+## 1956 R Programming Logic
+## 1957 R Programming Dates and Times
+## 1958 R Programming Missing Values
+## 1959 R Programming Missing Values
+## 1960 R Programming Vectors
+## 1961 R Programming Basic Building Blocks
+## 1962 R Programming Basic Building Blocks
+## 1963 R Programming Vectors
+## 1964 R Programming Dates and Times
+## 1965 R Programming Vectors
+## 1966 R Programming Dates and Times
+## 1967 R Programming Dates and Times
+## 1968 R Programming Vectors
+## 1969 R Programming Vectors
+## 1970 R Programming Vectors
+## 1971 R Programming Vectors
+## 1972 R Programming Vectors
+## 1973 R Programming Logic
+## 1974 R Programming Logic
+## 1975 R Programming Vectors
+## 1976 R Programming Vectors
+## 1977 R Programming Subsetting Vectors
+## 1978 R Programming Dates and Times
+## 1979 R Programming Dates and Times
+## 1980 R Programming Dates and Times
+## 1981 R Programming Subsetting Vectors
+## 1982 R Programming Subsetting Vectors
+## 1983 R Programming Dates and Times
+## 1984 R Programming Logic
+## 1985 R Programming Logic
+## 1986 R Programming Vectors
+## 1987 R Programming Logic
+## 1988 R Programming Subsetting Vectors
+## 1989 R Programming Missing Values
+## 1990 R Programming Subsetting Vectors
+## 1991 R Programming Matrices and Data Frames
+## 1992 R Programming Logic
+## 1993 R Programming Missing Values
+## 1994 R Programming Dates and Times
+## 1995 R Programming Logic
+## 1996 R Programming Logic
+## 1997 R Programming Logic
+## 1998 R Programming Logic
+## 1999 R Programming Dates and Times
+## 2000 R Programming Logic
+## 2001 R Programming Logic
+## 2002 R Programming Logic
+## 2003 R Programming Vectors
+## 2004 R Programming Logic
+## 2005 R Programming Logic
+## 2006 R Programming Logic
+## 2007 R Programming Logic
+## 2008 R Programming Logic
+## 2009 R Programming Logic
+## 2010 R Programming Logic
+## 2011 R Programming Logic
+## 2012 R Programming Matrices and Data Frames
+## 2013 R Programming Matrices and Data Frames
+## 2014 R Programming Matrices and Data Frames
+## 2015 R Programming Subsetting Vectors
+## 2016 R Programming Subsetting Vectors
+## 2017 R Programming Missing Values
+## 2018 R Programming Basic Building Blocks
+## 2019 R Programming Subsetting Vectors
+## 2020 R Programming Subsetting Vectors
+## 2021 R Programming Vectors
+## 2022 R Programming Logic
+## 2023 R Programming Logic
+## 2024 R Programming Logic
+## 2025 R Programming Missing Values
+## 2026 R Programming Logic
+## 2027 R Programming Logic
+## 2028 R Programming Basic Building Blocks
+## 2029 R Programming Missing Values
+## 2030 R Programming Dates and Times
+## 2031 R Programming Logic
+## 2032 R Programming Missing Values
+## 2033 R Programming Missing Values
+## 2034 R Programming Missing Values
+## 2035 R Programming Matrices and Data Frames
+## 2036 R Programming Dates and Times
+## 2037 R Programming Basic Building Blocks
+## 2038 R Programming Basic Building Blocks
+## 2039 R Programming Basic Building Blocks
+## 2040 R Programming Subsetting Vectors
+## 2041 R Programming Subsetting Vectors
+## 2042 R Programming Subsetting Vectors
+## 2043 R Programming Vectors
+## 2044 R Programming Basic Building Blocks
+## 2045 R Programming Matrices and Data Frames
+## 2046 R Programming Dates and Times
+## 2047 R Programming Dates and Times
+## 2048 R Programming Dates and Times
+## 2049 R Programming Matrices and Data Frames
+## 2050 R Programming Matrices and Data Frames
+## 2051 R Programming Dates and Times
+## 2052 R Programming Vectors
+## 2053 R Programming Basic Building Blocks
+## 2054 R Programming Vectors
+## 2055 R Programming Missing Values
+## 2056 R Programming Missing Values
+## 2057 R Programming Missing Values
+## 2058 R Programming Dates and Times
+## 2059 R Programming Subsetting Vectors
+## 2060 R Programming Matrices and Data Frames
+## 2061 R Programming Basic Building Blocks
+## 2062 R Programming Subsetting Vectors
+## 2063 R Programming Matrices and Data Frames
+## 2064 R Programming Dates and Times
+## 2065 R Programming Dates and Times
+## 2066 R Programming Matrices and Data Frames
+## 2067 R Programming Dates and Times
+## 2068 R Programming Dates and Times
+## 2069 R Programming Dates and Times
+## 2070 R Programming Matrices and Data Frames
+## 2071 R Programming Subsetting Vectors
+## 2072 R Programming Subsetting Vectors
+## 2073 R Programming Subsetting Vectors
+## 2074 R Programming Matrices and Data Frames
+## 2075 R Programming Subsetting Vectors
+## 2076 R Programming Matrices and Data Frames
+## 2077 R Programming Dates and Times
+## 2078 R Programming Matrices and Data Frames
+## 2079 R Programming Dates and Times
+## 2080 R Programming Matrices and Data Frames
+## 2081 R Programming Subsetting Vectors
+## 2082 R Programming Matrices and Data Frames
+## 2083 R Programming Basic Building Blocks
+## 2084 R Programming Subsetting Vectors
+## 2085 R Programming Matrices and Data Frames
+## 2086 R Programming Matrices and Data Frames
+## 2087 R Programming Dates and Times
+## 2088 R Programming Dates and Times
+## 2089 R Programming Subsetting Vectors
+## 2090 R Programming Basic Building Blocks
+## 2091 R Programming Subsetting Vectors
+## 2092 R Programming Matrices and Data Frames
+## 2093 R Programming Basic Building Blocks
+## 2094 R Programming Matrices and Data Frames
+## 2095 R Programming Matrices and Data Frames
+## 2096 R Programming Subsetting Vectors
+## 2097 R Programming Subsetting Vectors
+## 2098 R Programming Matrices and Data Frames
+## 2099 R Programming Basic Building Blocks
+## 2100 R Programming Subsetting Vectors
+## 2101 R Programming Subsetting Vectors
+## 2102 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2103 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2104 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2105 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2106 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2107 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2108 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2109 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2110 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2111 Exploratory_Data_Analysis Base_Plotting_System
+## 2112 Exploratory_Data_Analysis Base_Plotting_System
+## 2113 Exploratory_Data_Analysis Clustering_Example
+## 2114 Exploratory_Data_Analysis Clustering_Example
+## 2115 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2116 Exploratory_Data_Analysis K_Means_Clustering
+## 2117 Getting and Cleaning Data Tidying Data with tidyr
+## 2118 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2119 Exploratory_Data_Analysis Graphics_Devices_in_R
+## 2120 Getting and Cleaning Data Manipulating Data with dplyr
+## 2121 Getting and Cleaning Data Manipulating Data with dplyr
+## 2122 Getting and Cleaning Data Manipulating Data with dplyr
+## 2123 Getting and Cleaning Data Manipulating Data with dplyr
+## 2124 Getting and Cleaning Data Manipulating Data with dplyr
+## 2125 Getting and Cleaning Data Manipulating Data with dplyr
+## 2126 Exploratory_Data_Analysis K_Means_Clustering
+## 2127 Exploratory_Data_Analysis K_Means_Clustering
+## 2128 Exploratory_Data_Analysis Base_Plotting_System
+## 2129 Exploratory_Data_Analysis Base_Plotting_System
+## 2130 R Programming Looking at Data
+## 2131 R Programming Looking at Data
+## 2132 R Programming Looking at Data
+## 2133 R Programming Looking at Data
+## 2134 Exploratory_Data_Analysis Base_Plotting_System
+## 2135 Exploratory_Data_Analysis Base_Plotting_System
+## 2136 R Programming Looking at Data
+## 2137 R Programming Looking at Data
+## 2138 R Programming Looking at Data
+## 2139 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2140 R Programming Looking at Data
+## 2141 Exploratory_Data_Analysis Clustering_Example
+## 2142 Exploratory_Data_Analysis Clustering_Example
+## 2143 Exploratory_Data_Analysis Clustering_Example
+## 2144 Exploratory_Data_Analysis Clustering_Example
+## 2145 Exploratory_Data_Analysis Clustering_Example
+## 2146 Exploratory_Data_Analysis Clustering_Example
+## 2147 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2148 Getting and Cleaning Data Tidying Data with tidyr
+## 2149 Getting and Cleaning Data Tidying Data with tidyr
+## 2150 R Programming Looking at Data
+## 2151 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2152 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2153 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2154 Getting and Cleaning Data Manipulating Data with dplyr
+## 2155 R Programming Looking at Data
+## 2156 R Programming Looking at Data
+## 2157 R Programming Looking at Data
+## 2158 R Programming Looking at Data
+## 2159 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2160 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2161 R Programming Looking at Data
+## 2162 Exploratory_Data_Analysis Clustering_Example
+## 2163 Exploratory_Data_Analysis Exploratory_Graphs
+## 2164 Exploratory_Data_Analysis Exploratory_Graphs
+## 2165 Exploratory_Data_Analysis Exploratory_Graphs
+## 2166 Exploratory_Data_Analysis Exploratory_Graphs
+## 2167 Exploratory_Data_Analysis Exploratory_Graphs
+## 2168 Exploratory_Data_Analysis Exploratory_Graphs
+## 2169 Exploratory_Data_Analysis Clustering_Example
+## 2170 Exploratory_Data_Analysis Clustering_Example
+## 2171 Getting and Cleaning Data Tidying Data with tidyr
+## 2172 R Programming Looking at Data
+## 2173 Exploratory_Data_Analysis K_Means_Clustering
+## 2174 Exploratory_Data_Analysis K_Means_Clustering
+## 2175 Getting and Cleaning Data Tidying Data with tidyr
+## 2176 Exploratory_Data_Analysis Base_Plotting_System
+## 2177 Exploratory_Data_Analysis Clustering_Example
+## 2178 Exploratory_Data_Analysis Exploratory_Graphs
+## 2179 Exploratory_Data_Analysis Exploratory_Graphs
+## 2180 Exploratory_Data_Analysis K_Means_Clustering
+## 2181 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2182 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2183 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2184 Exploratory_Data_Analysis Exploratory_Graphs
+## 2185 Exploratory_Data_Analysis Base_Plotting_System
+## 2186 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2187 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2188 Exploratory_Data_Analysis Exploratory_Graphs
+## 2189 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2190 Exploratory_Data_Analysis K_Means_Clustering
+## 2191 Exploratory_Data_Analysis K_Means_Clustering
+## 2192 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2193 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2194 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2195 Getting and Cleaning Data Tidying Data with tidyr
+## 2196 Exploratory_Data_Analysis Exploratory_Graphs
+## 2197 Exploratory_Data_Analysis Exploratory_Graphs
+## 2198 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2199 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2200 Exploratory_Data_Analysis Principles_of_Analytic_Graphs
+## 2201 Getting and Cleaning Data Tidying Data with tidyr
+## 2202 Getting and Cleaning Data Tidying Data with tidyr
+## 2203 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2204 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2205 Exploratory_Data_Analysis Hierarchical_Clustering
+## 2206 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2207 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2208 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2209 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2210 Getting and Cleaning Data Tidying Data with tidyr
+## 2211 Getting and Cleaning Data Manipulating Data with dplyr
+## 2212 Getting and Cleaning Data Manipulating Data with dplyr
+## 2213 Getting and Cleaning Data Manipulating Data with dplyr
+## 2214 Getting and Cleaning Data Manipulating Data with dplyr
+## 2215 R Programming Dates and Times
+## 2216 R Programming Dates and Times
+## 2217 R Programming Dates and Times
+## 2218 Getting and Cleaning Data Manipulating Data with dplyr
+## 2219 Getting and Cleaning Data Manipulating Data with dplyr
+## 2220 Getting and Cleaning Data Manipulating Data with dplyr
+## 2221 Getting and Cleaning Data Manipulating Data with dplyr
+## 2222 Getting and Cleaning Data Manipulating Data with dplyr
+## 2223 Getting and Cleaning Data Manipulating Data with dplyr
+## 2224 Getting and Cleaning Data Manipulating Data with dplyr
+## 2225 R Programming Dates and Times
+## 2226 R Programming Dates and Times
+## 2227 R Programming Dates and Times
+## 2228 R Programming Dates and Times
+## 2229 R Programming Dates and Times
+## 2230 R Programming Dates and Times
+## 2231 R Programming Dates and Times
+## 2232 R Programming Dates and Times
+## 2233 R Programming Dates and Times
+## 2234 R Programming Dates and Times
+## 2235 R Programming Basic Building Blocks
+## 2236 R Programming Basic Building Blocks
+## 2237 R Programming Basic Building Blocks
+## 2238 R Programming Basic Building Blocks
+## 2239 R Programming Basic Building Blocks
+## 2240 R Programming Basic Building Blocks
+## 2241 R Programming Basic Building Blocks
+## 2242 R Programming Basic Building Blocks
+## 2243 R Programming Basic Building Blocks
+## 2244 R Programming Basic Building Blocks
+## 2245 R Programming Basic Building Blocks
+## 2246 R Programming Basic Building Blocks
+## 2247 R Programming Basic Building Blocks
+## 2248 R Programming Basic Building Blocks
+## 2249 R Programming Basic Building Blocks
+## 2250 R Programming Basic Building Blocks
+## 2251 R Programming Basic Building Blocks
+## 2252 R Programming Basic Building Blocks
+## 2253 R Programming Basic Building Blocks
+## 2254 R Programming Basic Building Blocks
+## 2255 R Programming Basic Building Blocks
+## 2256 R Programming Basic Building Blocks
+## 2257 R Programming Basic Building Blocks
+## 2258 R Programming Basic Building Blocks
+## 2259 R Programming Basic Building Blocks
+## 2260 R Programming Basic Building Blocks
+## 2261 R Programming Basic Building Blocks
+## 2262 R Programming Basic Building Blocks
+## 2263 R Programming Basic Building Blocks
+## 2264 R Programming Basic Building Blocks
+## 2265 R Programming Basic Building Blocks
+## 2266 R Programming Basic Building Blocks
+## 2267 R Programming Basic Building Blocks
+## 2268 R Programming Basic Building Blocks
+## 2269 R Programming Basic Building Blocks
+## 2270 R Programming Basic Building Blocks
+## 2271 R Programming Basic Building Blocks
+## 2272 R Programming Basic Building Blocks
+## 2273 R Programming Basic Building Blocks
+## 2274 R Programming Basic Building Blocks
+## 2275 R Programming Basic Building Blocks
+## 2276 R Programming Basic Building Blocks
+## 2277 R Programming Basic Building Blocks
+## 2278 R Programming Basic Building Blocks
+## 2279 R Programming Matrices and Data Frames
+## 2280 R Programming Matrices and Data Frames
+## 2281 R Programming Matrices and Data Frames
+## 2282 R Programming Matrices and Data Frames
+## 2283 R Programming Matrices and Data Frames
+## 2284 R Programming Matrices and Data Frames
+## 2285 R Programming Matrices and Data Frames
+## 2286 R Programming Matrices and Data Frames
+## 2287 R Programming Matrices and Data Frames
+## 2288 R Programming Matrices and Data Frames
+## 2289 R Programming Matrices and Data Frames
+## 2290 R Programming Matrices and Data Frames
+## 2291 R Programming Matrices and Data Frames
+## 2292 R Programming Matrices and Data Frames
+## 2293 R Programming Matrices and Data Frames
+## 2294 R Programming Matrices and Data Frames
+## 2295 R Programming Matrices and Data Frames
+## 2296 R Programming Matrices and Data Frames
+## 2297 R Programming Matrices and Data Frames
+## 2298 R Programming Matrices and Data Frames
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+## 2300 R Programming Matrices and Data Frames
+## 2301 R Programming Matrices and Data Frames
+## 2302 R Programming Basic Building Blocks
+## 2303 R Programming Basic Building Blocks
+## 2304 R Programming Basic Building Blocks
+## 2305 R Programming Basic Building Blocks
+## 2306 R Programming Basic Building Blocks
+## 2307 R Programming Basic Building Blocks
+## 2308 R Programming Basic Building Blocks
+## 2309 R Programming Basic Building Blocks
+## 2310 R Programming Basic Building Blocks
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+## 2316 R Programming Basic Building Blocks
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+## 2318 R Programming Basic Building Blocks
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+## 2330 R Programming Workspace and Files
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+## 2332 R Programming Workspace and Files
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+## 2338 R Programming Workspace and Files
+## 2339 R Programming Workspace and Files
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+## 2346 R Programming Workspace and Files
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+## 2349 R Programming Vectors
+## 2350 R Programming Vectors
+## 2351 R Programming Vectors
+## 2352 R Programming Vectors
+## 2353 R Programming Vectors
+## 2354 R Programming Vectors
+## 2355 R Programming Vectors
+## 2356 R Programming Vectors
+## 2357 R Programming Vectors
+## 2358 R Programming Vectors
+## 2359 R Programming Vectors
+## 2360 R Programming Vectors
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+## 2362 R Programming Vectors
+## 2363 R Programming Vectors
+## 2364 R Programming Vectors
+## 2365 R Programming Vectors
+## 2366 R Programming Matrices and Data Frames
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+## 2368 R Programming Matrices and Data Frames
+## 2369 R Programming Matrices and Data Frames
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+## 2372 R Programming Dates and Times
+## 2373 R Programming Dates and Times
+## 2374 R Programming Dates and Times
+## 2375 R Programming Dates and Times
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+## 2378 R Programming Dates and Times
+## 2379 R Programming Dates and Times
+## 2380 R Programming Dates and Times
+## 2381 R Programming Dates and Times
+## 2382 R Programming Dates and Times
+## 2383 R Programming Dates and Times
+## 2384 R Programming Dates and Times
+## 2385 R Programming Missing Values
+## 2386 R Programming Missing Values
+## 2387 R Programming Missing Values
+## 2388 R Programming Missing Values
+## 2389 R Programming Missing Values
+## 2390 R Programming Missing Values
+## 2391 R Programming Missing Values
+## 2392 R Programming Missing Values
+## 2393 R Programming Missing Values
+## 2394 R Programming Missing Values
+## 2395 R Programming Missing Values
+## 2396 R Programming Missing Values
+## 2397 R Programming Missing Values
+## 2398 R Programming Missing Values
+## 2399 R Programming Subsetting Vectors
+## 2400 R Programming Subsetting Vectors
+## 2401 R Programming Subsetting Vectors
+## 2402 R Programming Subsetting Vectors
+## 2403 R Programming Subsetting Vectors
+## 2404 R Programming Subsetting Vectors
+## 2405 R Programming Subsetting Vectors
+## 2406 R Programming Subsetting Vectors
+## 2407 R Programming Subsetting Vectors
+## 2408 R Programming Subsetting Vectors
+## 2409 R Programming Subsetting Vectors
+## 2410 R Programming Subsetting Vectors
+## 2411 R Programming Subsetting Vectors
+## 2412 R Programming Subsetting Vectors
+## 2413 R Programming Subsetting Vectors
+## 2414 R Programming Subsetting Vectors
+## 2415 R Programming Subsetting Vectors
+## 2416 R Programming Subsetting Vectors
+## 2417 R Programming Subsetting Vectors
+## 2418 R Programming Subsetting Vectors
+## 2419 R Programming Subsetting Vectors
+## 2420 R Programming Subsetting Vectors
+## 2421 R Programming Subsetting Vectors
+## 2422 R Programming Subsetting Vectors
+## 2423 R Programming Subsetting Vectors
+## 2424 R Programming Subsetting Vectors
+## 2425 R Programming Logic
+## 2426 R Programming Logic
+## 2427 R Programming Logic
+## 2428 R Programming Logic
+## 2429 R Programming Logic
+## 2430 R Programming Logic
+## 2431 R Programming Logic
+## 2432 R Programming Logic
+## 2433 R Programming Logic
+## 2434 R Programming Logic
+## 2435 R Programming Logic
+## 2436 R Programming Logic
+## 2437 R Programming Logic
+## 2438 R Programming Logic
+## 2439 R Programming Logic
+## 2440 R Programming Logic
+## 2441 R Programming Logic
+## 2442 R Programming Logic
+## 2443 R Programming Logic
+## 2444 R Programming Logic
+## 2445 R Programming Logic
+## 2446 R Programming Logic
+## 2447 R Programming Logic
+## 2448 R Programming Logic
+## 2449 R Programming Logic
+## 2450 R Programming Logic
+## 2451 R Programming Logic
+## 2452 R Programming Logic
+## 2453 R Programming Logic
+## 2454 R Programming Logic
+## 2455 R Programming Logic
+## 2456 R Programming Logic
+## 2457 R Programming Logic
+## 2458 R Programming Logic
+## 2459 R Programming Logic
+## 2460 R Programming Matrices and Data Frames
+## 2461 R Programming Matrices and Data Frames
+## 2462 R Programming Dates and Times
+## 2463 R Programming Dates and Times
+## 2464 R Programming Dates and Times
+## 2465 R Programming Dates and Times
+## 2466 R Programming Dates and Times
+## 2467 R Programming Dates and Times
+## 2468 R Programming Dates and Times
+## 2469 R Programming Dates and Times
+## 2470 R Programming Dates and Times
+## 2471 R Programming Dates and Times
+## 2472 R Programming Dates and Times
+## 2473 R Programming Dates and Times
+## 2474 R Programming Dates and Times
+## 2475 R Programming Dates and Times
+## 2476 R Programming Dates and Times
+## 2477 R Programming Matrices and Data Frames
+## 2478 R Programming Matrices and Data Frames
+## 2479 R Programming Matrices and Data Frames
+## 2480 R Programming Matrices and Data Frames
+## 2481 R Programming Matrices and Data Frames
+## 2482 R Programming Matrices and Data Frames
+## 2483 R Programming Matrices and Data Frames
+## 2484 R Programming Matrices and Data Frames
+## 2485 R Programming Matrices and Data Frames
+## 2486 R Programming Matrices and Data Frames
+## 2487 R Programming Matrices and Data Frames
+## 2488 R Programming Matrices and Data Frames
+## 2489 R Programming Matrices and Data Frames
+## 2490 R Programming Matrices and Data Frames
+## 2491 R Programming Matrices and Data Frames
+## 2492 R Programming Basic Building Blocks
+## 2493 R Programming Basic Building Blocks
+## 2494 R Programming Basic Building Blocks
+## 2495 R Programming Basic Building Blocks
+## 2496 R Programming Basic Building Blocks
+## 2497 R Programming Basic Building Blocks
+## 2498 R Programming Basic Building Blocks
+## 2499 R Programming Basic Building Blocks
+## 2500 R Programming Basic Building Blocks
+## 2501 R Programming Basic Building Blocks
+## 2502 R Programming Basic Building Blocks
+## 2503 R Programming Basic Building Blocks
+## 2504 R Programming Basic Building Blocks
+## 2505 R Programming Basic Building Blocks
+## 2506 R Programming Basic Building Blocks
+## 2507 R Programming Basic Building Blocks
+## 2508 R Programming Basic Building Blocks
+## 2509 R Programming Basic Building Blocks
+## 2510 R Programming Basic Building Blocks
+## 2511 R Programming Basic Building Blocks
+## 2512 R Programming Basic Building Blocks
+## 2513 R Programming Basic Building Blocks
+## 2514 R Programming Workspace and Files
+## 2515 R Programming Workspace and Files
+## 2516 R Programming Workspace and Files
+## 2517 R Programming Workspace and Files
+## 2518 R Programming Workspace and Files
+## 2519 R Programming Workspace and Files
+## 2520 R Programming Workspace and Files
+## 2521 R Programming Workspace and Files
+## 2522 R Programming Workspace and Files
+## 2523 R Programming Workspace and Files
+## 2524 R Programming Workspace and Files
+## 2525 R Programming Workspace and Files
+## 2526 R Programming Workspace and Files
+## 2527 R Programming Workspace and Files
+## 2528 R Programming Workspace and Files
+## 2529 R Programming Workspace and Files
+## 2530 R Programming Workspace and Files
+## 2531 R Programming Workspace and Files
+## 2532 R Programming Workspace and Files
+## 2533 R Programming Workspace and Files
+## 2534 R Programming Workspace and Files
+## 2535 R Programming Workspace and Files
+## 2536 R Programming Workspace and Files
+## 2537 R Programming Vectors
+## 2538 R Programming Vectors
+## 2539 R Programming Vectors
+## 2540 R Programming Vectors
+## 2541 R Programming Vectors
+## 2542 R Programming Vectors
+## 2543 R Programming Vectors
+## 2544 R Programming Vectors
+## 2545 R Programming Vectors
+## 2546 R Programming Vectors
+## 2547 R Programming Vectors
+## 2548 R Programming Vectors
+## 2549 R Programming Vectors
+## 2550 R Programming Vectors
+## 2551 R Programming Vectors
+## 2552 R Programming Vectors
+## 2553 R Programming Missing Values
+## 2554 R Programming Missing Values
+## 2555 R Programming Missing Values
+## 2556 R Programming Missing Values
+## 2557 R Programming Missing Values
+## 2558 R Programming Missing Values
+## 2559 R Programming Missing Values
+## 2560 R Programming Missing Values
+## 2561 R Programming Missing Values
+## 2562 R Programming Missing Values
+## 2563 R Programming Missing Values
+## 2564 R Programming Missing Values
+## 2565 R Programming Missing Values
+## 2566 R Programming Missing Values
+## 2567 R Programming Vectors
+## 2568 R Programming Vectors
+## 2569 R Programming Vectors
+## 2570 R Programming Basic Building Blocks
+## 2571 R Programming Basic Building Blocks
+## 2572 R Programming Basic Building Blocks
+## 2573 R Programming Basic Building Blocks
+## 2574 R Programming Basic Building Blocks
+## 2575 R Programming Basic Building Blocks
+## 2576 R Programming Basic Building Blocks
+## 2577 R Programming Basic Building Blocks
+## 2578 R Programming Logic
+## 2579 R Programming Logic
+## 2580 R Programming Logic
+## 2581 R Programming Logic
+## 2582 R Programming Logic
+## 2583 R Programming Logic
+## 2584 R Programming Logic
+## 2585 R Programming Logic
+## 2586 R Programming Logic
+## 2587 R Programming Logic
+## 2588 R Programming Basic Building Blocks
+## 2589 R Programming Dates and Times
+## 2590 R Programming Dates and Times
+## 2591 R Programming Dates and Times
+## 2592 R Programming Dates and Times
+## 2593 R Programming Dates and Times
+## 2594 R Programming Dates and Times
+## 2595 R Programming Dates and Times
+## 2596 R Programming Dates and Times
+## 2597 R Programming Basic Building Blocks
+## 2598 R Programming Basic Building Blocks
+## 2599 R Programming Logic
+## 2600 R Programming Dates and Times
+## 2601 R Programming Dates and Times
+## 2602 R Programming Dates and Times
+## 2603 R Programming Dates and Times
+## 2604 R Programming Dates and Times
+## 2605 R Programming Dates and Times
+## 2606 R Programming Dates and Times
+## 2607 R Programming Dates and Times
+## 2608 R Programming Basic Building Blocks
+## 2609 R Programming Basic Building Blocks
+## 2610 R Programming Functions
+## 2611 R Programming Functions
+## 2612 R Programming Functions
+## 2613 R Programming Functions
+## 2614 R Programming Functions
+## 2615 R Programming Functions
+## 2616 R Programming Functions
+## 2617 R Programming Functions
+## 2618 R Programming Functions
+## 2619 R Programming Functions
+## 2620 R Programming Functions
+## 2621 R Programming Dates and Times
+## 2622 R Programming Basic Building Blocks
+## 2623 R Programming Basic Building Blocks
+## 2624 R Programming Basic Building Blocks
+## 2625 R Programming Basic Building Blocks
+## 2626 R Programming Basic Building Blocks
+## 2627 R Programming Basic Building Blocks
+## 2628 R Programming Basic Building Blocks
+## 2629 R Programming Basic Building Blocks
+## 2630 R Programming Basic Building Blocks
+## 2631 R Programming Functions
+## 2632 R Programming Functions
+## 2633 R Programming Subsetting Vectors
+## 2634 R Programming Subsetting Vectors
+## 2635 R Programming Subsetting Vectors
+## 2636 R Programming Subsetting Vectors
+## 2637 R Programming Subsetting Vectors
+## 2638 R Programming Subsetting Vectors
+## 2639 R Programming Subsetting Vectors
+## 2640 R Programming Subsetting Vectors
+## 2641 R Programming Subsetting Vectors
+## 2642 R Programming Logic
+## 2643 R Programming Logic
+## 2644 R Programming Logic
+## 2645 R Programming Logic
+## 2646 R Programming Logic
+## 2647 R Programming Logic
+## 2648 R Programming Logic
+## 2649 R Programming Logic
+## 2650 R Programming Logic
+## 2651 R Programming Logic
+## 2652 R Programming Logic
+## 2653 R Programming Logic
+## 2654 R Programming Logic
+## 2655 R Programming Logic
+## 2656 R Programming Logic
+## 2657 R Programming Logic
+## 2658 R Programming Logic
+## 2659 R Programming Logic
+## 2660 R Programming Logic
+## 2661 R Programming Logic
+## 2662 R Programming Logic
+## 2663 R Programming Logic
+## 2664 R Programming Logic
+## 2665 R Programming Logic
+## 2666 R Programming Vectors
+## 2667 R Programming Vectors
+## 2668 R Programming Vectors
+## 2669 R Programming Vectors
+## 2670 R Programming Vectors
+## 2671 R Programming Vectors
+## 2672 R Programming Vectors
+## 2673 R Programming Vectors
+## 2674 R Programming Vectors
+## 2675 R Programming Vectors
+## 2676 R Programming Vectors
+## 2677 R Programming Vectors
+## 2678 R Programming Vectors
+## 2679 R Programming Vectors
+## 2680 R Programming Vectors
+## 2681 R Programming Vectors
+## 2682 R Programming Vectors
+## 2683 R Programming Vectors
+## 2684 R Programming Vectors
+## 2685 R Programming Dates and Times
+## 2686 R Programming Dates and Times
+## 2687 R Programming Dates and Times
+## 2688 R Programming Dates and Times
+## 2689 R Programming Dates and Times
+## 2690 R Programming Dates and Times
+## 2691 R Programming Dates and Times
+## 2692 R Programming Dates and Times
+## 2693 R Programming Dates and Times
+## 2694 R Programming Dates and Times
+## 2695 R Programming Dates and Times
+## 2696 R Programming Workspace and Files
+## 2697 R Programming Workspace and Files
+## 2698 R Programming Workspace and Files
+## 2699 R Programming Workspace and Files
+## 2700 R Programming Workspace and Files
+## 2701 R Programming Workspace and Files
+## 2702 R Programming Workspace and Files
+## 2703 R Programming Workspace and Files
+## 2704 R Programming Workspace and Files
+## 2705 R Programming Workspace and Files
+## 2706 R Programming Workspace and Files
+## 2707 R Programming Workspace and Files
+## 2708 R Programming Workspace and Files
+## 2709 R Programming Workspace and Files
+## 2710 R Programming Workspace and Files
+## 2711 R Programming Workspace and Files
+## 2712 R Programming Workspace and Files
+## 2713 R Programming Workspace and Files
+## 2714 R Programming Workspace and Files
+## 2715 R Programming Workspace and Files
+## 2716 R Programming Workspace and Files
+## 2717 R Programming Workspace and Files
+## 2718 R Programming Functions
+## 2719 R Programming Functions
+## 2720 R Programming Functions
+## 2721 R Programming Functions
+## 2722 R Programming Functions
+## 2723 R Programming Functions
+## 2724 R Programming Functions
+## 2725 R Programming Functions
+## 2726 R Programming Functions
+## 2727 R Programming Functions
+## 2728 R Programming Functions
+## 2729 R Programming Functions
+## 2730 R Programming Functions
+## 2731 R Programming Functions
+## 2732 R Programming Functions
+## 2733 R Programming Missing Values
+## 2734 R Programming Missing Values
+## 2735 R Programming Missing Values
+## 2736 R Programming Missing Values
+## 2737 R Programming Missing Values
+## 2738 R Programming Missing Values
+## 2739 R Programming Missing Values
+## 2740 R Programming Missing Values
+## 2741 R Programming Missing Values
+## 2742 R Programming Subsetting Vectors
+## 2743 R Programming Subsetting Vectors
+## 2744 R Programming Subsetting Vectors
+## 2745 R Programming Subsetting Vectors
+## 2746 R Programming Subsetting Vectors
+## 2747 R Programming Subsetting Vectors
+## 2748 R Programming Subsetting Vectors
+## 2749 R Programming Subsetting Vectors
+## 2750 R Programming Subsetting Vectors
+## 2751 R Programming Subsetting Vectors
+## 2752 R Programming Subsetting Vectors
+## 2753 R Programming Subsetting Vectors
+## 2754 R Programming Subsetting Vectors
+## 2755 R Programming Subsetting Vectors
+## 2756 R Programming Workspace and Files
+## 2757 R Programming Missing Values
+## 2758 R Programming Missing Values
+## 2759 R Programming Missing Values
+## 2760 R Programming Missing Values
+## 2761 R Programming Missing Values
+## 2762 R Programming Subsetting Vectors
+## 2763 R Programming Subsetting Vectors
+## 2764 R Programming Subsetting Vectors
+## 2765 R Programming Dates and Times
+## 2766 Getting and Cleaning Data Tidying Data with tidyr
+## 2767 R Programming Dates and Times
+## 2768 R Programming Dates and Times
+## 2769 R Programming Dates and Times
+## 2770 R Programming Dates and Times
+## 2771 Getting and Cleaning Data Tidying Data with tidyr
+## 2772 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2773 Getting and Cleaning Data Tidying Data with tidyr
+## 2774 Getting and Cleaning Data Tidying Data with tidyr
+## 2775 Getting and Cleaning Data Tidying Data with tidyr
+## 2776 R Programming Dates and Times
+## 2777 R Programming Basic Building Blocks
+## 2778 R Programming Dates and Times
+## 2779 R Programming Logic
+## 2780 R Programming Missing Values
+## 2781 R Programming Basic Building Blocks
+## 2782 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2783 R Programming Dates and Times
+## 2784 Getting and Cleaning Data Tidying Data with tidyr
+## 2785 R Programming Subsetting Vectors
+## 2786 R Programming Dates and Times
+## 2787 R Programming Workspace and Files
+## 2788 R Programming Dates and Times
+## 2789 R Programming Dates and Times
+## 2790 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2791 R Programming Dates and Times
+## 2792 R Programming Dates and Times
+## 2793 R Programming Vectors
+## 2794 R Programming Subsetting Vectors
+## 2795 Getting and Cleaning Data Tidying Data with tidyr
+## 2796 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2797 R Programming Logic
+## 2798 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2799 Getting and Cleaning Data Tidying Data with tidyr
+## 2800 R Programming Missing Values
+## 2801 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2802 R Programming Dates and Times
+## 2803 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2804 R Programming Dates and Times
+## 2805 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2806 R Programming Subsetting Vectors
+## 2807 Getting and Cleaning Data Manipulating Data with dplyr
+## 2808 R Programming Workspace and Files
+## 2809 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2810 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2811 R Programming Logic
+## 2812 R Programming Logic
+## 2813 R Programming Logic
+## 2814 R Programming Vectors
+## 2815 R Programming Vectors
+## 2816 R Programming Subsetting Vectors
+## 2817 Getting and Cleaning Data Manipulating Data with dplyr
+## 2818 R Programming Logic
+## 2819 R Programming Vectors
+## 2820 R Programming Workspace and Files
+## 2821 R Programming Looking at Data
+## 2822 R Programming Basic Building Blocks
+## 2823 R Programming Matrices and Data Frames
+## 2824 Getting and Cleaning Data Tidying Data with tidyr
+## 2825 R Programming Missing Values
+## 2826 R Programming Missing Values
+## 2827 R Programming Basic Building Blocks
+## 2828 R Programming Logic
+## 2829 R Programming Subsetting Vectors
+## 2830 R Programming Workspace and Files
+## 2831 R Programming Workspace and Files
+## 2832 R Programming Looking at Data
+## 2833 R Programming Vectors
+## 2834 R Programming Vectors
+## 2835 R Programming Vectors
+## 2836 R Programming Vectors
+## 2837 R Programming Dates and Times
+## 2838 R Programming Vectors
+## 2839 R Programming Subsetting Vectors
+## 2840 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2841 R Programming Subsetting Vectors
+## 2842 R Programming Vectors
+## 2843 Getting and Cleaning Data Manipulating Data with dplyr
+## 2844 Getting and Cleaning Data Manipulating Data with dplyr
+## 2845 R Programming Vectors
+## 2846 R Programming Vectors
+## 2847 R Programming Vectors
+## 2848 R Programming Vectors
+## 2849 R Programming Vectors
+## 2850 R Programming Logic
+## 2851 R Programming Workspace and Files
+## 2852 R Programming Logic
+## 2853 R Programming Subsetting Vectors
+## 2854 R Programming Vectors
+## 2855 R Programming Logic
+## 2856 R Programming Workspace and Files
+## 2857 R Programming Workspace and Files
+## 2858 R Programming Missing Values
+## 2859 R Programming Missing Values
+## 2860 R Programming Missing Values
+## 2861 R Programming Looking at Data
+## 2862 R Programming Basic Building Blocks
+## 2863 R Programming Missing Values
+## 2864 R Programming Matrices and Data Frames
+## 2865 R Programming Matrices and Data Frames
+## 2866 R Programming Subsetting Vectors
+## 2867 R Programming Basic Building Blocks
+## 2868 R Programming Basic Building Blocks
+## 2869 R Programming Basic Building Blocks
+## 2870 R Programming Looking at Data
+## 2871 R Programming Logic
+## 2872 R Programming Logic
+## 2873 R Programming Subsetting Vectors
+## 2874 R Programming Subsetting Vectors
+## 2875 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 2876 R Programming Subsetting Vectors
+## 2877 R Programming Workspace and Files
+## 2878 R Programming Workspace and Files
+## 2879 R Programming Subsetting Vectors
+## 2880 R Programming Subsetting Vectors
+## 2881 R Programming Vectors
+## 2882 R Programming Vectors
+## 2883 R Programming Logic
+## 2884 R Programming Missing Values
+## 2885 R Programming Looking at Data
+## 2886 R Programming Logic
+## 2887 R Programming Logic
+## 2888 R Programming Workspace and Files
+## 2889 R Programming Missing Values
+## 2890 R Programming Basic Building Blocks
+## 2891 R Programming Logic
+## 2892 R Programming Logic
+## 2893 R Programming Logic
+## 2894 R Programming Workspace and Files
+## 2895 R Programming Looking at Data
+## 2896 R Programming Looking at Data
+## 2897 R Programming Looking at Data
+## 2898 R Programming Matrices and Data Frames
+## 2899 R Programming Matrices and Data Frames
+## 2900 R Programming Basic Building Blocks
+## 2901 R Programming Looking at Data
+## 2902 R Programming Workspace and Files
+## 2903 R Programming Matrices and Data Frames
+## 2904 R Programming Basic Building Blocks
+## 2905 R Programming Basic Building Blocks
+## 2906 Getting and Cleaning Data Manipulating Data with dplyr
+## 2907 Getting and Cleaning Data Manipulating Data with dplyr
+## 2908 Getting and Cleaning Data Manipulating Data with dplyr
+## 2909 R Programming Looking at Data
+## 2910 R Programming Matrices and Data Frames
+## 2911 R Programming Matrices and Data Frames
+## 2912 R Programming Matrices and Data Frames
+## 2913 R Programming Subsetting Vectors
+## 2914 R Programming Basic Building Blocks
+## 2915 R Programming Subsetting Vectors
+## 2916 R Programming Missing Values
+## 2917 R Programming Workspace and Files
+## 2918 R Programming Workspace and Files
+## 2919 R Programming Looking at Data
+## 2920 R Programming Missing Values
+## 2921 R Programming Looking at Data
+## 2922 R Programming Matrices and Data Frames
+## 2923 R Programming Matrices and Data Frames
+## 2924 R Programming Basic Building Blocks
+## 2925 R Programming Matrices and Data Frames
+## 2926 Getting and Cleaning Data Manipulating Data with dplyr
+## 2927 R Programming Workspace and Files
+## 2928 R Programming Missing Values
+## 2929 R Programming Basic Building Blocks
+## 2930 R Programming Looking at Data
+## 2931 Getting and Cleaning Data Manipulating Data with dplyr
+## 2932 Getting and Cleaning Data Manipulating Data with dplyr
+## 2933 R Programming Looking at Data
+## 2934 R Programming Matrices and Data Frames
+## 2935 R Programming Looking at Data
+## 2936 R Programming Basic Building Blocks
+## 2937 Getting and Cleaning Data Manipulating Data with dplyr
+## 2938 R Programming Missing Values
+## 2939 Getting and Cleaning Data Manipulating Data with dplyr
+## 2940 Getting and Cleaning Data Manipulating Data with dplyr
+## 2941 R Programming Functions
+## 2942 R Programming Functions
+## 2943 R Programming Functions
+## 2944 R Programming Functions
+## 2945 R Programming Functions
+## 2946 R Programming Functions
+## 2947 R Programming Functions
+## 2948 R Programming Functions
+## 2949 R Programming Functions
+## 2950 R Programming Functions
+## 2951 R Programming Functions
+## 2952 R Programming Functions
+## 2953 R Programming Functions
+## 2954 R Programming Functions
+## 2955 R Programming Functions
+## 2956 R Programming Functions
+## 2957 R Programming Functions
+## 2958 R Programming Vectors
+## 2959 R Programming Vectors
+## 2960 R Programming Vectors
+## 2961 R Programming Vectors
+## 2962 R Programming Missing Values
+## 2963 R Programming Missing Values
+## 2964 R Programming Missing Values
+## 2965 R Programming Missing Values
+## 2966 R Programming Missing Values
+## 2967 R Programming Vectors
+## 2968 R Programming Vectors
+## 2969 R Programming Vectors
+## 2970 R Programming Vectors
+## 2971 R Programming Vectors
+## 2972 R Programming Missing Values
+## 2973 R Programming Missing Values
+## 2974 R Programming Vectors
+## 2975 R Programming Vectors
+## 2976 R Programming Vectors
+## 2977 R Programming Vectors
+## 2978 R Programming Missing Values
+## 2979 R Programming Missing Values
+## 2980 R Programming Missing Values
+## 2981 R Programming Missing Values
+## 2982 R Programming Missing Values
+## 2983 R Programming Missing Values
+## 2984 R Programming Subsetting Vectors
+## 2985 R Programming Subsetting Vectors
+## 2986 R Programming Subsetting Vectors
+## 2987 R Programming Subsetting Vectors
+## 2988 R Programming Subsetting Vectors
+## 2989 R Programming Subsetting Vectors
+## 2990 R Programming Logic
+## 2991 R Programming Logic
+## 2992 R Programming Logic
+## 2993 R Programming Logic
+## 2994 R Programming Logic
+## 2995 R Programming Logic
+## 2996 R Programming Logic
+## 2997 R Programming Logic
+## 2998 R Programming Logic
+## 2999 R Programming Missing Values
+## 3000 R Programming Subsetting Vectors
+## 3001 R Programming Subsetting Vectors
+## 3002 R Programming Subsetting Vectors
+## 3003 R Programming Subsetting Vectors
+## 3004 R Programming Subsetting Vectors
+## 3005 R Programming Subsetting Vectors
+## 3006 R Programming Subsetting Vectors
+## 3007 R Programming Subsetting Vectors
+## 3008 R Programming Subsetting Vectors
+## 3009 R Programming Subsetting Vectors
+## 3010 R Programming Subsetting Vectors
+## 3011 R Programming Subsetting Vectors
+## 3012 R Programming Subsetting Vectors
+## 3013 R Programming Subsetting Vectors
+## 3014 R Programming Subsetting Vectors
+## 3015 R Programming Subsetting Vectors
+## 3016 R Programming Subsetting Vectors
+## 3017 R Programming Subsetting Vectors
+## 3018 R Programming Subsetting Vectors
+## 3019 R Programming Subsetting Vectors
+## 3020 R Programming Logic
+## 3021 R Programming Logic
+## 3022 R Programming Dates and Times
+## 3023 R Programming Dates and Times
+## 3024 R Programming Dates and Times
+## 3025 R Programming Dates and Times
+## 3026 R Programming Dates and Times
+## 3027 R Programming Dates and Times
+## 3028 R Programming Dates and Times
+## 3029 R Programming Dates and Times
+## 3030 R Programming Dates and Times
+## 3031 R Programming Dates and Times
+## 3032 R Programming Dates and Times
+## 3033 R Programming Dates and Times
+## 3034 R Programming Dates and Times
+## 3035 R Programming Dates and Times
+## 3036 R Programming Dates and Times
+## 3037 R Programming Dates and Times
+## 3038 R Programming Dates and Times
+## 3039 R Programming Dates and Times
+## 3040 R Programming Dates and Times
+## 3041 R Programming Dates and Times
+## 3042 R Programming Dates and Times
+## 3043 R Programming Dates and Times
+## 3044 R Programming Dates and Times
+## 3045 R Programming Dates and Times
+## 3046 R Programming Dates and Times
+## 3047 R Programming Dates and Times
+## 3048 R Programming Dates and Times
+## 3049 R Programming Dates and Times
+## 3050 R Programming Functions
+## 3051 R Programming Functions
+## 3052 R Programming Functions
+## 3053 R Programming Functions
+## 3054 R Programming Functions
+## 3055 R Programming Functions
+## 3056 R Programming Functions
+## 3057 R Programming Functions
+## 3058 R Programming Functions
+## 3059 R Programming Functions
+## 3060 R Programming Functions
+## 3061 R Programming Functions
+## 3062 R Programming Functions
+## 3063 R Programming Functions
+## 3064 R Programming Functions
+## 3065 R Programming Functions
+## 3066 R Programming Functions
+## 3067 R Programming Functions
+## 3068 R Programming Functions
+## 3069 R Programming Functions
+## 3070 R Programming Functions
+## 3071 R Programming Functions
+## 3072 R Programming Functions
+## 3073 R Programming Functions
+## 3074 R Programming Functions
+## 3075 R Programming Functions
+## 3076 R Programming Functions
+## 3077 R Programming Functions
+## 3078 R Programming Matrices and Data Frames
+## 3079 R Programming Matrices and Data Frames
+## 3080 R Programming Matrices and Data Frames
+## 3081 R Programming Matrices and Data Frames
+## 3082 R Programming Matrices and Data Frames
+## 3083 R Programming Matrices and Data Frames
+## 3084 R Programming Matrices and Data Frames
+## 3085 R Programming Matrices and Data Frames
+## 3086 R Programming Matrices and Data Frames
+## 3087 R Programming Matrices and Data Frames
+## 3088 R Programming Matrices and Data Frames
+## 3089 R Programming Matrices and Data Frames
+## 3090 R Programming Matrices and Data Frames
+## 3091 R Programming Matrices and Data Frames
+## 3092 R Programming Matrices and Data Frames
+## 3093 R Programming Matrices and Data Frames
+## 3094 R Programming Matrices and Data Frames
+## 3095 R Programming Matrices and Data Frames
+## 3096 R Programming Matrices and Data Frames
+## 3097 R Programming Matrices and Data Frames
+## 3098 R Programming Matrices and Data Frames
+## 3099 R Programming Matrices and Data Frames
+## 3100 R Programming Matrices and Data Frames
+## 3101 R Programming Logic
+## 3102 R Programming Logic
+## 3103 R Programming Logic
+## 3104 R Programming Logic
+## 3105 R Programming Logic
+## 3106 R Programming Logic
+## 3107 R Programming Logic
+## 3108 R Programming Logic
+## 3109 R Programming Logic
+## 3110 R Programming Logic
+## 3111 R Programming Logic
+## 3112 R Programming Logic
+## 3113 R Programming Logic
+## 3114 R Programming Logic
+## 3115 R Programming Logic
+## 3116 R Programming Logic
+## 3117 R Programming Logic
+## 3118 R Programming Logic
+## 3119 R Programming Logic
+## 3120 R Programming Logic
+## 3121 R Programming Logic
+## 3122 R Programming Logic
+## 3123 R Programming Logic
+## 3124 R Programming Logic
+## 3125 R Programming Vectors
+## 3126 R Programming Vectors
+## 3127 R Programming Vectors
+## 3128 R Programming Vectors
+## 3129 R Programming Vectors
+## 3130 R Programming Vectors
+## 3131 Exploratory_Data_Analysis Plotting_Systems
+## 3132 Exploratory_Data_Analysis Plotting_Systems
+## 3133 Exploratory_Data_Analysis Plotting_Systems
+## 3134 Exploratory_Data_Analysis Plotting_Systems
+## 3135 Exploratory_Data_Analysis Plotting_Systems
+## 3136 Exploratory_Data_Analysis Plotting_Systems
+## 3137 Exploratory_Data_Analysis Plotting_Systems
+## 3138 Exploratory_Data_Analysis Plotting_Systems
+## 3139 Exploratory_Data_Analysis Plotting_Systems
+## 3140 Exploratory_Data_Analysis Plotting_Systems
+## 3141 Exploratory_Data_Analysis Plotting_Systems
+## 3142 Exploratory_Data_Analysis Plotting_Systems
+## 3143 Exploratory_Data_Analysis Plotting_Systems
+## 3144 Exploratory_Data_Analysis Plotting_Systems
+## 3145 Exploratory_Data_Analysis Plotting_Systems
+## 3146 Exploratory_Data_Analysis Plotting_Systems
+## 3147 Exploratory_Data_Analysis Plotting_Systems
+## 3148 Exploratory_Data_Analysis Plotting_Systems
+## 3149 Exploratory_Data_Analysis Plotting_Systems
+## 3150 Exploratory_Data_Analysis Plotting_Systems
+## 3151 Exploratory_Data_Analysis Plotting_Systems
+## 3152 Getting and Cleaning Data Manipulating Data with dplyr
+## 3153 Getting and Cleaning Data Manipulating Data with dplyr
+## 3154 Getting and Cleaning Data Manipulating Data with dplyr
+## 3155 Getting and Cleaning Data Manipulating Data with dplyr
+## 3156 Getting and Cleaning Data Manipulating Data with dplyr
+## 3157 Getting and Cleaning Data Manipulating Data with dplyr
+## 3158 Getting and Cleaning Data Manipulating Data with dplyr
+## 3159 Getting and Cleaning Data Manipulating Data with dplyr
+## 3160 Getting and Cleaning Data Manipulating Data with dplyr
+## 3161 Getting and Cleaning Data Manipulating Data with dplyr
+## 3162 Getting and Cleaning Data Manipulating Data with dplyr
+## 3163 Getting and Cleaning Data Manipulating Data with dplyr
+## 3164 Getting and Cleaning Data Manipulating Data with dplyr
+## 3165 Getting and Cleaning Data Manipulating Data with dplyr
+## 3166 Getting and Cleaning Data Manipulating Data with dplyr
+## 3167 Getting and Cleaning Data Manipulating Data with dplyr
+## 3168 Getting and Cleaning Data Manipulating Data with dplyr
+## 3169 Getting and Cleaning Data Manipulating Data with dplyr
+## 3170 Getting and Cleaning Data Manipulating Data with dplyr
+## 3171 Getting and Cleaning Data Manipulating Data with dplyr
+## 3172 Getting and Cleaning Data Manipulating Data with dplyr
+## 3173 Getting and Cleaning Data Manipulating Data with dplyr
+## 3174 Getting and Cleaning Data Manipulating Data with dplyr
+## 3175 Getting and Cleaning Data Manipulating Data with dplyr
+## 3176 Getting and Cleaning Data Manipulating Data with dplyr
+## 3177 Getting and Cleaning Data Manipulating Data with dplyr
+## 3178 Getting and Cleaning Data Manipulating Data with dplyr
+## 3179 Getting and Cleaning Data Manipulating Data with dplyr
+## 3180 Getting and Cleaning Data Manipulating Data with dplyr
+## 3181 Getting and Cleaning Data Manipulating Data with dplyr
+## 3182 Getting and Cleaning Data Manipulating Data with dplyr
+## 3183 Getting and Cleaning Data Manipulating Data with dplyr
+## 3184 Getting and Cleaning Data Manipulating Data with dplyr
+## 3185 Getting and Cleaning Data Manipulating Data with dplyr
+## 3186 Getting and Cleaning Data Manipulating Data with dplyr
+## 3187 Getting and Cleaning Data Manipulating Data with dplyr
+## 3188 Getting and Cleaning Data Manipulating Data with dplyr
+## 3189 Getting and Cleaning Data Manipulating Data with dplyr
+## 3190 Getting and Cleaning Data Manipulating Data with dplyr
+## 3191 Getting and Cleaning Data Manipulating Data with dplyr
+## 3192 Exploratory_Data_Analysis Base_Plotting_System
+## 3193 Exploratory_Data_Analysis Base_Plotting_System
+## 3194 Exploratory_Data_Analysis Base_Plotting_System
+## 3195 Exploratory_Data_Analysis Base_Plotting_System
+## 3196 Exploratory_Data_Analysis Base_Plotting_System
+## 3197 Exploratory_Data_Analysis Base_Plotting_System
+## 3198 Exploratory_Data_Analysis Base_Plotting_System
+## 3199 Exploratory_Data_Analysis Base_Plotting_System
+## 3200 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3201 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3202 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3203 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3204 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3205 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3206 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3207 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3208 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3209 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3210 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3211 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3212 R Programming Looking at Data
+## 3213 R Programming Looking at Data
+## 3214 R Programming Looking at Data
+## 3215 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3216 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3217 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3218 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3219 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3220 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3221 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3222 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3223 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3224 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3225 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3226 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3227 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3228 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3229 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3230 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3231 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3232 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3233 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 3234 Exploratory_Data_Analysis Base_Plotting_System
+## 3235 Exploratory_Data_Analysis Base_Plotting_System
+## 3236 Exploratory_Data_Analysis Base_Plotting_System
+## 3237 Exploratory_Data_Analysis Base_Plotting_System
+## 3238 Exploratory_Data_Analysis Base_Plotting_System
+## 3239 Exploratory_Data_Analysis Base_Plotting_System
+## 3240 Exploratory_Data_Analysis Base_Plotting_System
+## 3241 Exploratory_Data_Analysis Base_Plotting_System
+## 3242 Exploratory_Data_Analysis Base_Plotting_System
+## 3243 Exploratory_Data_Analysis Base_Plotting_System
+## 3244 Exploratory_Data_Analysis Base_Plotting_System
+## 3245 Exploratory_Data_Analysis Base_Plotting_System
+## 3246 Exploratory_Data_Analysis Base_Plotting_System
+## 3247 Exploratory_Data_Analysis Base_Plotting_System
+## 3248 Exploratory_Data_Analysis Base_Plotting_System
+## 3249 Exploratory_Data_Analysis Base_Plotting_System
+## 3250 R Programming Looking at Data
+## 3251 R Programming Looking at Data
+## 3252 R Programming Looking at Data
+## 3253 R Programming Looking at Data
+## 3254 R Programming Looking at Data
+## 3255 R Programming Looking at Data
+## 3256 R Programming Looking at Data
+## 3257 R Programming Looking at Data
+## 3258 R Programming Looking at Data
+## 3259 R Programming Looking at Data
+## 3260 R Programming Looking at Data
+## 3261 R Programming Looking at Data
+## 3262 Exploratory_Data_Analysis Base_Plotting_System
+## 3263 Exploratory_Data_Analysis Base_Plotting_System
+## 3264 Exploratory_Data_Analysis Base_Plotting_System
+## 3265 Exploratory_Data_Analysis Base_Plotting_System
+## 3266 Exploratory_Data_Analysis Base_Plotting_System
+## 3267 Exploratory_Data_Analysis Base_Plotting_System
+## 3268 Exploratory_Data_Analysis Base_Plotting_System
+## 3269 Exploratory_Data_Analysis Clustering_Example
+## 3270 Exploratory_Data_Analysis Clustering_Example
+## 3271 Exploratory_Data_Analysis Clustering_Example
+## 3272 Exploratory_Data_Analysis Clustering_Example
+## 3273 Exploratory_Data_Analysis Clustering_Example
+## 3274 Exploratory_Data_Analysis Clustering_Example
+## 3275 Exploratory_Data_Analysis Clustering_Example
+## 3276 Exploratory_Data_Analysis Clustering_Example
+## 3277 Exploratory_Data_Analysis Clustering_Example
+## 3278 Exploratory_Data_Analysis Clustering_Example
+## 3279 Exploratory_Data_Analysis Clustering_Example
+## 3280 Exploratory_Data_Analysis Clustering_Example
+## 3281 Exploratory_Data_Analysis Clustering_Example
+## 3282 Exploratory_Data_Analysis Clustering_Example
+## 3283 Exploratory_Data_Analysis Clustering_Example
+## 3284 Exploratory_Data_Analysis Clustering_Example
+## 3285 Exploratory_Data_Analysis Clustering_Example
+## 3286 Exploratory_Data_Analysis Clustering_Example
+## 3287 Exploratory_Data_Analysis Base_Plotting_System
+## 3288 Exploratory_Data_Analysis Base_Plotting_System
+## 3289 Exploratory_Data_Analysis Base_Plotting_System
+## 3290 Exploratory_Data_Analysis Base_Plotting_System
+## 3291 Exploratory_Data_Analysis Base_Plotting_System
+## 3292 Exploratory_Data_Analysis Base_Plotting_System
+## 3293 Exploratory_Data_Analysis Base_Plotting_System
+## 3294 Exploratory_Data_Analysis Base_Plotting_System
+## 3295 Exploratory_Data_Analysis Base_Plotting_System
+## 3296 Exploratory_Data_Analysis Base_Plotting_System
+## 3297 Exploratory_Data_Analysis Clustering_Example
+## 3298 Exploratory_Data_Analysis Clustering_Example
+## 3299 Exploratory_Data_Analysis Clustering_Example
+## 3300 Exploratory_Data_Analysis Clustering_Example
+## 3301 Exploratory_Data_Analysis Clustering_Example
+## 3302 Exploratory_Data_Analysis Clustering_Example
+## 3303 Exploratory_Data_Analysis Clustering_Example
+## 3304 Exploratory_Data_Analysis Clustering_Example
+## 3305 Exploratory_Data_Analysis Clustering_Example
+## 3306 Exploratory_Data_Analysis Clustering_Example
+## 3307 Exploratory_Data_Analysis Clustering_Example
+## 3308 Exploratory_Data_Analysis Clustering_Example
+## 3309 Exploratory_Data_Analysis Clustering_Example
+## 3310 Exploratory_Data_Analysis Clustering_Example
+## 3311 Exploratory_Data_Analysis Clustering_Example
+## 3312 Exploratory_Data_Analysis Clustering_Example
+## 3313 Exploratory_Data_Analysis Clustering_Example
+## 3314 Exploratory_Data_Analysis Clustering_Example
+## 3315 Exploratory_Data_Analysis Clustering_Example
+## 3316 Exploratory_Data_Analysis Clustering_Example
+## 3317 Exploratory_Data_Analysis Clustering_Example
+## 3318 Exploratory_Data_Analysis Clustering_Example
+## 3319 R Programming Basic Building Blocks
+## 3320 R Programming Basic Building Blocks
+## 3321 R Programming Logic
+## 3322 R Programming Functions
+## 3323 R Programming Dates and Times
+## 3324 R Programming Basic Building Blocks
+## 3325 R Programming Functions
+## 3326 R Programming Logic
+## 3327 R Programming Basic Building Blocks
+## 3328 R Programming Functions
+## 3329 R Programming Basic Building Blocks
+## 3330 R Programming Basic Building Blocks
+## 3331 R Programming Logic
+## 3332 R Programming Subsetting Vectors
+## 3333 R Programming Basic Building Blocks
+## 3334 R Programming Dates and Times
+## 3335 R Programming Subsetting Vectors
+## 3336 R Programming Workspace and Files
+## 3337 R Programming Workspace and Files
+## 3338 R Programming Subsetting Vectors
+## 3339 R Programming Dates and Times
+## 3340 R Programming Workspace and Files
+## 3341 R Programming Subsetting Vectors
+## 3342 R Programming Functions
+## 3343 R Programming Workspace and Files
+## 3344 R Programming Workspace and Files
+## 3345 R Programming Vectors
+## 3346 R Programming Functions
+## 3347 R Programming Subsetting Vectors
+## 3348 R Programming Dates and Times
+## 3349 R Programming Dates and Times
+## 3350 R Programming Vectors
+## 3351 R Programming Dates and Times
+## 3352 R Programming Dates and Times
+## 3353 R Programming Basic Building Blocks
+## 3354 R Programming Subsetting Vectors
+## 3355 R Programming Subsetting Vectors
+## 3356 R Programming Workspace and Files
+## 3357 R Programming Logic
+## 3358 R Programming Logic
+## 3359 R Programming Logic
+## 3360 R Programming Workspace and Files
+## 3361 R Programming Workspace and Files
+## 3362 R Programming Dates and Times
+## 3363 R Programming Subsetting Vectors
+## 3364 R Programming Subsetting Vectors
+## 3365 R Programming Subsetting Vectors
+## 3366 R Programming Functions
+## 3367 R Programming Vectors
+## 3368 R Programming Logic
+## 3369 R Programming Logic
+## 3370 R Programming Logic
+## 3371 R Programming Functions
+## 3372 R Programming Dates and Times
+## 3373 R Programming Dates and Times
+## 3374 R Programming Dates and Times
+## 3375 R Programming Basic Building Blocks
+## 3376 R Programming Functions
+## 3377 R Programming Functions
+## 3378 R Programming Vectors
+## 3379 R Programming Vectors
+## 3380 R Programming Vectors
+## 3381 R Programming Subsetting Vectors
+## 3382 R Programming Subsetting Vectors
+## 3383 R Programming Subsetting Vectors
+## 3384 R Programming Workspace and Files
+## 3385 R Programming Workspace and Files
+## 3386 R Programming Workspace and Files
+## 3387 R Programming Workspace and Files
+## 3388 R Programming Logic
+## 3389 R Programming Dates and Times
+## 3390 R Programming Logic
+## 3391 R Programming Workspace and Files
+## 3392 R Programming Functions
+## 3393 R Programming Dates and Times
+## 3394 R Programming Dates and Times
+## 3395 R Programming Dates and Times
+## 3396 R Programming Logic
+## 3397 R Programming Logic
+## 3398 R Programming Logic
+## 3399 R Programming Logic
+## 3400 R Programming Logic
+## 3401 R Programming Logic
+## 3402 R Programming Logic
+## 3403 R Programming Functions
+## 3404 R Programming Functions
+## 3405 R Programming Vectors
+## 3406 R Programming Vectors
+## 3407 R Programming Vectors
+## 3408 R Programming Workspace and Files
+## 3409 R Programming Workspace and Files
+## 3410 R Programming Workspace and Files
+## 3411 R Programming Workspace and Files
+## 3412 R Programming Logic
+## 3413 R Programming Dates and Times
+## 3414 R Programming Vectors
+## 3415 R Programming Workspace and Files
+## 3416 R Programming Workspace and Files
+## 3417 R Programming Workspace and Files
+## 3418 R Programming Workspace and Files
+## 3419 R Programming Logic
+## 3420 R Programming Functions
+## 3421 R Programming Functions
+## 3422 R Programming Logic
+## 3423 R Programming Logic
+## 3424 R Programming Vectors
+## 3425 R Programming Vectors
+## 3426 R Programming Functions
+## 3427 R Programming Basic Building Blocks
+## 3428 R Programming Basic Building Blocks
+## 3429 R Programming Basic Building Blocks
+## 3430 R Programming Basic Building Blocks
+## 3431 R Programming Vectors
+## 3432 R Programming Vectors
+## 3433 R Programming Vectors
+## 3434 R Programming Vectors
+## 3435 R Programming Vectors
+## 3436 R Programming Vectors
+## 3437 R Programming Vectors
+## 3438 R Programming Basic Building Blocks
+## 3439 R Programming Missing Values
+## 3440 R Programming Missing Values
+## 3441 R Programming Functions
+## 3442 R Programming Logic
+## 3443 R Programming Functions
+## 3444 R Programming Functions
+## 3445 R Programming Missing Values
+## 3446 R Programming Missing Values
+## 3447 R Programming Missing Values
+## 3448 R Programming Dates and Times
+## 3449 R Programming Logic
+## 3450 R Programming Basic Building Blocks
+## 3451 R Programming Workspace and Files
+## 3452 R Programming Subsetting Vectors
+## 3453 R Programming Subsetting Vectors
+## 3454 R Programming Logic
+## 3455 R Programming Functions
+## 3456 R Programming Logic
+## 3457 R Programming Logic
+## 3458 R Programming Logic
+## 3459 R Programming Dates and Times
+## 3460 R Programming Basic Building Blocks
+## 3461 R Programming Functions
+## 3462 R Programming Logic
+## 3463 R Programming Dates and Times
+## 3464 R Programming Logic
+## 3465 R Programming Logic
+## 3466 R Programming Subsetting Vectors
+## 3467 R Programming Functions
+## 3468 R Programming Functions
+## 3469 R Programming Basic Building Blocks
+## 3470 R Programming Basic Building Blocks
+## 3471 R Programming Basic Building Blocks
+## 3472 R Programming Logic
+## 3473 R Programming Dates and Times
+## 3474 R Programming Workspace and Files
+## 3475 R Programming Subsetting Vectors
+## 3476 R Programming Basic Building Blocks
+## 3477 R Programming Functions
+## 3478 R Programming Basic Building Blocks
+## 3479 R Programming Basic Building Blocks
+## 3480 R Programming Functions
+## 3481 R Programming Subsetting Vectors
+## 3482 R Programming Subsetting Vectors
+## 3483 R Programming Missing Values
+## 3484 R Programming Subsetting Vectors
+## 3485 R Programming Functions
+## 3486 R Programming Dates and Times
+## 3487 R Programming Dates and Times
+## 3488 R Programming Logic
+## 3489 R Programming Dates and Times
+## 3490 R Programming Dates and Times
+## 3491 R Programming Functions
+## 3492 R Programming Dates and Times
+## 3493 R Programming Subsetting Vectors
+## 3494 R Programming Subsetting Vectors
+## 3495 R Programming Subsetting Vectors
+## 3496 R Programming Logic
+## 3497 R Programming Functions
+## 3498 R Programming Missing Values
+## 3499 R Programming Functions
+## 3500 R Programming Missing Values
+## 3501 R Programming Logic
+## 3502 R Programming Missing Values
+## 3503 R Programming Missing Values
+## 3504 R Programming Subsetting Vectors
+## 3505 R Programming Missing Values
+## 3506 R Programming Dates and Times
+## 3507 R Programming Dates and Times
+## 3508 R Programming Missing Values
+## 3509 R Programming Missing Values
+## 3510 R Programming Subsetting Vectors
+## 3511 R Programming Missing Values
+## 3512 R Programming Subsetting Vectors
+## 3513 R Programming Dates and Times
+## 3514 R Programming Workspace and Files
+## 3515 R Programming Workspace and Files
+## 3516 R Programming Logic
+## 3517 R Programming Missing Values
+## 3518 R Programming Logic
+## 3519 R Programming Subsetting Vectors
+## 3520 R Programming Workspace and Files
+## 3521 R Programming Missing Values
+## 3522 R Programming Workspace and Files
+## 3523 R Programming Logic
+## 3524 R Programming Dates and Times
+## 3525 R Programming Logic
+## 3526 R Programming Missing Values
+## 3527 R Programming Logic
+## 3528 R Programming Functions
+## 3529 R Programming Vectors
+## 3530 R Programming Subsetting Vectors
+## 3531 R Programming Basic Building Blocks
+## 3532 R Programming Subsetting Vectors
+## 3533 R Programming Subsetting Vectors
+## 3534 R Programming Workspace and Files
+## 3535 R Programming Workspace and Files
+## 3536 R Programming Logic
+## 3537 R Programming Workspace and Files
+## 3538 R Programming Subsetting Vectors
+## 3539 R Programming Workspace and Files
+## 3540 R Programming Subsetting Vectors
+## 3541 R Programming Basic Building Blocks
+## 3542 R Programming Basic Building Blocks
+## 3543 R Programming Workspace and Files
+## 3544 R Programming Subsetting Vectors
+## 3545 R Programming Logic
+## 3546 R Programming Subsetting Vectors
+## 3547 R Programming Subsetting Vectors
+## 3548 R Programming Basic Building Blocks
+## 3549 R Programming Subsetting Vectors
+## 3550 R Programming Subsetting Vectors
+## 3551 R Programming Dates and Times
+## 3552 R Programming Vectors
+## 3553 R Programming Vectors
+## 3554 R Programming Basic Building Blocks
+## 3555 R Programming Logic
+## 3556 R Programming Workspace and Files
+## 3557 R Programming Workspace and Files
+## 3558 R Programming Basic Building Blocks
+## 3559 R Programming Basic Building Blocks
+## 3560 R Programming Functions
+## 3561 R Programming Functions
+## 3562 R Programming Subsetting Vectors
+## 3563 R Programming Dates and Times
+## 3564 R Programming Basic Building Blocks
+## 3565 R Programming Subsetting Vectors
+## 3566 R Programming Functions
+## 3567 R Programming Functions
+## 3568 R Programming Vectors
+## 3569 R Programming Functions
+## 3570 R Programming Workspace and Files
+## 3571 R Programming Workspace and Files
+## 3572 R Programming Basic Building Blocks
+## 3573 R Programming Functions
+## 3574 R Programming Dates and Times
+## 3575 R Programming Dates and Times
+## 3576 R Programming Vectors
+## 3577 R Programming Logic
+## 3578 R Programming Logic
+## 3579 R Programming Workspace and Files
+## 3580 R Programming Workspace and Files
+## 3581 R Programming Workspace and Files
+## 3582 R Programming Subsetting Vectors
+## 3583 R Programming Vectors
+## 3584 R Programming Vectors
+## 3585 R Programming Logic
+## 3586 R Programming Vectors
+## 3587 R Programming Vectors
+## 3588 R Programming Logic
+## 3589 R Programming Vectors
+## 3590 R Programming Vectors
+## 3591 R Programming Vectors
+## 3592 R Programming Functions
+## 3593 R Programming Functions
+## 3594 R Programming Vectors
+## 3595 R Programming Dates and Times
+## 3596 R Programming Basic Building Blocks
+## 3597 R Programming Basic Building Blocks
+## 3598 R Programming Basic Building Blocks
+## 3599 R Programming Basic Building Blocks
+## 3600 R Programming Logic
+## 3601 R Programming Logic
+## 3602 R Programming Logic
+## 3603 R Programming Vectors
+## 3604 R Programming Functions
+## 3605 R Programming Missing Values
+## 3606 R Programming Missing Values
+## 3607 R Programming Logic
+## 3608 R Programming Logic
+## 3609 R Programming Functions
+## 3610 R Programming Subsetting Vectors
+## 3611 R Programming Missing Values
+## 3612 R Programming Logic
+## 3613 R Programming Logic
+## 3614 R Programming Logic
+## 3615 R Programming Logic
+## 3616 R Programming Logic
+## 3617 R Programming Workspace and Files
+## 3618 R Programming Workspace and Files
+## 3619 R Programming Vectors
+## 3620 R Programming Subsetting Vectors
+## 3621 R Programming Subsetting Vectors
+## 3622 R Programming Workspace and Files
+## 3623 R Programming Subsetting Vectors
+## 3624 R Programming Subsetting Vectors
+## 3625 R Programming Vectors
+## 3626 R Programming Logic
+## 3627 R Programming Logic
+## 3628 R Programming Logic
+## 3629 R Programming Workspace and Files
+## 3630 R Programming Functions
+## 3631 R Programming Functions
+## 3632 R Programming Functions
+## 3633 R Programming Functions
+## 3634 R Programming Functions
+## 3635 R Programming Missing Values
+## 3636 R Programming Dates and Times
+## 3637 R Programming Vectors
+## 3638 R Programming Subsetting Vectors
+## 3639 R Programming Vectors
+## 3640 R Programming Missing Values
+## 3641 R Programming Logic
+## 3642 R Programming Vectors
+## 3643 R Programming Logic
+## 3644 R Programming Subsetting Vectors
+## 3645 R Programming Vectors
+## 3646 R Programming Vectors
+## 3647 R Programming Vectors
+## 3648 R Programming Vectors
+## 3649 R Programming Functions
+## 3650 R Programming Subsetting Vectors
+## 3651 R Programming Basic Building Blocks
+## 3652 R Programming Logic
+## 3653 R Programming Logic
+## 3654 R Programming Vectors
+## 3655 R Programming Vectors
+## 3656 R Programming Vectors
+## 3657 R Programming Subsetting Vectors
+## 3658 R Programming Logic
+## 3659 R Programming Vectors
+## 3660 R Programming Vectors
+## 3661 R Programming Vectors
+## 3662 R Programming Vectors
+## 3663 R Programming Workspace and Files
+## 3664 R Programming Missing Values
+## 3665 R Programming Missing Values
+## 3666 R Programming Dates and Times
+## 3667 R Programming Basic Building Blocks
+## 3668 R Programming Vectors
+## 3669 R Programming Vectors
+## 3670 R Programming Basic Building Blocks
+## 3671 R Programming Workspace and Files
+## 3672 R Programming Functions
+## 3673 R Programming Dates and Times
+## 3674 R Programming Missing Values
+## 3675 R Programming Missing Values
+## 3676 R Programming Missing Values
+## 3677 R Programming Subsetting Vectors
+## 3678 R Programming Logic
+## 3679 R Programming Functions
+## 3680 R Programming Functions
+## 3681 R Programming Functions
+## 3682 R Programming Functions
+## 3683 R Programming Workspace and Files
+## 3684 R Programming Dates and Times
+## 3685 R Programming Vectors
+## 3686 R Programming Vectors
+## 3687 R Programming Vectors
+## 3688 R Programming Basic Building Blocks
+## 3689 R Programming Basic Building Blocks
+## 3690 R Programming Subsetting Vectors
+## 3691 R Programming Dates and Times
+## 3692 R Programming Logic
+## 3693 R Programming Logic
+## 3694 R Programming Logic
+## 3695 R Programming Functions
+## 3696 R Programming Vectors
+## 3697 R Programming Functions
+## 3698 R Programming Vectors
+## 3699 R Programming Basic Building Blocks
+## 3700 R Programming Dates and Times
+## 3701 R Programming Dates and Times
+## 3702 R Programming Functions
+## 3703 R Programming Logic
+## 3704 R Programming Functions
+## 3705 R Programming Dates and Times
+## 3706 R Programming Dates and Times
+## 3707 R Programming Dates and Times
+## 3708 R Programming Dates and Times
+## 3709 R Programming Vectors
+## 3710 R Programming Functions
+## 3711 R Programming Dates and Times
+## 3712 R Programming Missing Values
+## 3713 R Programming Subsetting Vectors
+## 3714 R Programming Dates and Times
+## 3715 R Programming Dates and Times
+## 3716 R Programming Dates and Times
+## 3717 R Programming Basic Building Blocks
+## 3718 R Programming Basic Building Blocks
+## 3719 R Programming Dates and Times
+## 3720 R Programming Basic Building Blocks
+## 3721 R Programming Dates and Times
+## 3722 R Programming Functions
+## 3723 R Programming Dates and Times
+## 3724 R Programming Dates and Times
+## 3725 R Programming Dates and Times
+## 3726 R Programming Dates and Times
+## 3727 R Programming Dates and Times
+## 3728 R Programming Logic
+## 3729 R Programming Basic Building Blocks
+## 3730 R Programming Logic
+## 3731 R Programming Logic
+## 3732 R Programming Basic Building Blocks
+## 3733 R Programming Logic
+## 3734 R Programming Logic
+## 3735 R Programming Logic
+## 3736 R Programming Workspace and Files
+## 3737 R Programming Workspace and Files
+## 3738 R Programming Workspace and Files
+## 3739 R Programming Workspace and Files
+## 3740 R Programming Vectors
+## 3741 R Programming Basic Building Blocks
+## 3742 R Programming Logic
+## 3743 R Programming Logic
+## 3744 R Programming Workspace and Files
+## 3745 R Programming Logic
+## 3746 R Programming Logic
+## 3747 R Programming Basic Building Blocks
+## 3748 R Programming Dates and Times
+## 3749 R Programming Workspace and Files
+## 3750 R Programming Vectors
+## 3751 R Programming Vectors
+## 3752 R Programming Workspace and Files
+## 3753 R Programming Basic Building Blocks
+## 3754 R Programming Basic Building Blocks
+## 3755 R Programming Vectors
+## 3756 R Programming Subsetting Vectors
+## 3757 R Programming Missing Values
+## 3758 R Programming Basic Building Blocks
+## 3759 R Programming Basic Building Blocks
+## 3760 R Programming Basic Building Blocks
+## 3761 R Programming Dates and Times
+## 3762 R Programming Dates and Times
+## 3763 R Programming Basic Building Blocks
+## 3764 R Programming Dates and Times
+## 3765 R Programming Dates and Times
+## 3766 R Programming Logic
+## 3767 R Programming Dates and Times
+## 3768 R Programming Subsetting Vectors
+## 3769 R Programming Subsetting Vectors
+## 3770 R Programming Missing Values
+## 3771 R Programming Basic Building Blocks
+## 3772 R Programming Dates and Times
+## 3773 R Programming Basic Building Blocks
+## 3774 R Programming Dates and Times
+## 3775 R Programming Workspace and Files
+## 3776 R Programming Basic Building Blocks
+## 3777 R Programming Workspace and Files
+## 3778 R Programming Dates and Times
+## 3779 R Programming Logic
+## 3780 R Programming Dates and Times
+## 3781 R Programming Dates and Times
+## 3782 R Programming Basic Building Blocks
+## 3783 R Programming Workspace and Files
+## 3784 R Programming Dates and Times
+## 3785 R Programming Vectors
+## 3786 R Programming Basic Building Blocks
+## 3787 R Programming Logic
+## 3788 R Programming Logic
+## 3789 R Programming Logic
+## 3790 R Programming Logic
+## 3791 R Programming Dates and Times
+## 3792 R Programming Basic Building Blocks
+## 3793 R Programming Subsetting Vectors
+## 3794 R Programming Subsetting Vectors
+## 3795 R Programming Subsetting Vectors
+## 3796 R Programming Basic Building Blocks
+## 3797 R Programming Dates and Times
+## 3798 R Programming Dates and Times
+## 3799 R Programming Logic
+## 3800 R Programming Dates and Times
+## 3801 R Programming Subsetting Vectors
+## 3802 R Programming Workspace and Files
+## 3803 R Programming Workspace and Files
+## 3804 R Programming Basic Building Blocks
+## 3805 R Programming Dates and Times
+## 3806 R Programming Basic Building Blocks
+## 3807 R Programming Basic Building Blocks
+## 3808 R Programming Basic Building Blocks
+## 3809 R Programming Vectors
+## 3810 R Programming Workspace and Files
+## 3811 R Programming Logic
+## 3812 R Programming Subsetting Vectors
+## 3813 R Programming Workspace and Files
+## 3814 R Programming Vectors
+## 3815 R Programming Dates and Times
+## 3816 R Programming Logic
+## 3817 R Programming Logic
+## 3818 R Programming Dates and Times
+## 3819 R Programming Subsetting Vectors
+## 3820 R Programming Missing Values
+## 3821 R Programming Missing Values
+## 3822 R Programming Workspace and Files
+## 3823 R Programming Workspace and Files
+## 3824 R Programming Vectors
+## 3825 R Programming Missing Values
+## 3826 R Programming Missing Values
+## 3827 R Programming Vectors
+## 3828 R Programming Logic
+## 3829 R Programming Dates and Times
+## 3830 R Programming Dates and Times
+## 3831 R Programming Dates and Times
+## 3832 R Programming Vectors
+## 3833 R Programming Dates and Times
+## 3834 R Programming Subsetting Vectors
+## 3835 R Programming Subsetting Vectors
+## 3836 R Programming Missing Values
+## 3837 R Programming Missing Values
+## 3838 R Programming Workspace and Files
+## 3839 R Programming Dates and Times
+## 3840 R Programming Dates and Times
+## 3841 R Programming Dates and Times
+## 3842 R Programming Dates and Times
+## 3843 R Programming Logic
+## 3844 R Programming Logic
+## 3845 R Programming Subsetting Vectors
+## 3846 R Programming Vectors
+## 3847 R Programming Subsetting Vectors
+## 3848 R Programming Dates and Times
+## 3849 R Programming Basic Building Blocks
+## 3850 R Programming Logic
+## 3851 R Programming Logic
+## 3852 R Programming Logic
+## 3853 R Programming Logic
+## 3854 R Programming Logic
+## 3855 R Programming Logic
+## 3856 R Programming Subsetting Vectors
+## 3857 R Programming Missing Values
+## 3858 R Programming Logic
+## 3859 R Programming Vectors
+## 3860 R Programming Subsetting Vectors
+## 3861 R Programming Vectors
+## 3862 R Programming Logic
+## 3863 R Programming Subsetting Vectors
+## 3864 R Programming Logic
+## 3865 R Programming Logic
+## 3866 R Programming Logic
+## 3867 R Programming Vectors
+## 3868 R Programming Missing Values
+## 3869 R Programming Workspace and Files
+## 3870 R Programming Workspace and Files
+## 3871 R Programming Vectors
+## 3872 R Programming Workspace and Files
+## 3873 R Programming Workspace and Files
+## 3874 R Programming Subsetting Vectors
+## 3875 R Programming Workspace and Files
+## 3876 R Programming Subsetting Vectors
+## 3877 R Programming Subsetting Vectors
+## 3878 R Programming Vectors
+## 3879 R Programming Subsetting Vectors
+## 3880 R Programming Vectors
+## 3881 R Programming Vectors
+## 3882 R Programming Vectors
+## 3883 R Programming Missing Values
+## 3884 R Programming Missing Values
+## 3885 R Programming Missing Values
+## 3886 R Programming Logic
+## 3887 R Programming Workspace and Files
+## 3888 R Programming Subsetting Vectors
+## 3889 R Programming Subsetting Vectors
+## 3890 R Programming Subsetting Vectors
+## 3891 R Programming Subsetting Vectors
+## 3892 R Programming Subsetting Vectors
+## 3893 R Programming Missing Values
+## 3894 R Programming Subsetting Vectors
+## 3895 Getting and Cleaning Data Manipulating Data with dplyr
+## 3896 Getting and Cleaning Data Manipulating Data with dplyr
+## 3897 R Programming Functions
+## 3898 Getting and Cleaning Data Tidying Data with tidyr
+## 3899 Getting and Cleaning Data Manipulating Data with dplyr
+## 3900 Getting and Cleaning Data Manipulating Data with dplyr
+## 3901 R Programming Matrices and Data Frames
+## 3902 Getting and Cleaning Data Manipulating Data with dplyr
+## 3903 Getting and Cleaning Data Manipulating Data with dplyr
+## 3904 Getting and Cleaning Data Tidying Data with tidyr
+## 3905 Getting and Cleaning Data Tidying Data with tidyr
+## 3906 Getting and Cleaning Data Manipulating Data with dplyr
+## 3907 Getting and Cleaning Data Manipulating Data with dplyr
+## 3908 Getting and Cleaning Data Manipulating Data with dplyr
+## 3909 Getting and Cleaning Data Manipulating Data with dplyr
+## 3910 Getting and Cleaning Data Manipulating Data with dplyr
+## 3911 R Programming Functions
+## 3912 R Programming Matrices and Data Frames
+## 3913 R Programming Matrices and Data Frames
+## 3914 Getting and Cleaning Data Tidying Data with tidyr
+## 3915 Getting and Cleaning Data Manipulating Data with dplyr
+## 3916 Getting and Cleaning Data Manipulating Data with dplyr
+## 3917 Getting and Cleaning Data Manipulating Data with dplyr
+## 3918 R Programming Functions
+## 3919 R Programming Functions
+## 3920 Getting and Cleaning Data Tidying Data with tidyr
+## 3921 Getting and Cleaning Data Manipulating Data with dplyr
+## 3922 Getting and Cleaning Data Tidying Data with tidyr
+## 3923 Getting and Cleaning Data Manipulating Data with dplyr
+## 3924 Getting and Cleaning Data Manipulating Data with dplyr
+## 3925 Getting and Cleaning Data Manipulating Data with dplyr
+## 3926 Getting and Cleaning Data Manipulating Data with dplyr
+## 3927 Getting and Cleaning Data Manipulating Data with dplyr
+## 3928 Getting and Cleaning Data Manipulating Data with dplyr
+## 3929 R Programming Functions
+## 3930 Getting and Cleaning Data Manipulating Data with dplyr
+## 3931 Getting and Cleaning Data Manipulating Data with dplyr
+## 3932 R Programming Matrices and Data Frames
+## 3933 R Programming Matrices and Data Frames
+## 3934 R Programming Functions
+## 3935 Getting and Cleaning Data Tidying Data with tidyr
+## 3936 R Programming Functions
+## 3937 Getting and Cleaning Data Manipulating Data with dplyr
+## 3938 Getting and Cleaning Data Tidying Data with tidyr
+## 3939 R Programming Functions
+## 3940 Getting and Cleaning Data Manipulating Data with dplyr
+## 3941 Getting and Cleaning Data Manipulating Data with dplyr
+## 3942 Getting and Cleaning Data Manipulating Data with dplyr
+## 3943 R Programming Functions
+## 3944 Getting and Cleaning Data Manipulating Data with dplyr
+## 3945 Getting and Cleaning Data Manipulating Data with dplyr
+## 3946 Getting and Cleaning Data Manipulating Data with dplyr
+## 3947 Getting and Cleaning Data Tidying Data with tidyr
+## 3948 Getting and Cleaning Data Tidying Data with tidyr
+## 3949 Getting and Cleaning Data Tidying Data with tidyr
+## 3950 Getting and Cleaning Data Manipulating Data with dplyr
+## 3951 Getting and Cleaning Data Tidying Data with tidyr
+## 3952 R Programming Matrices and Data Frames
+## 3953 Getting and Cleaning Data Tidying Data with tidyr
+## 3954 R Programming Matrices and Data Frames
+## 3955 R Programming Functions
+## 3956 R Programming Matrices and Data Frames
+## 3957 R Programming Functions
+## 3958 R Programming Matrices and Data Frames
+## 3959 R Programming Matrices and Data Frames
+## 3960 R Programming Matrices and Data Frames
+## 3961 Getting and Cleaning Data Tidying Data with tidyr
+## 3962 R Programming Matrices and Data Frames
+## 3963 R Programming Matrices and Data Frames
+## 3964 Getting and Cleaning Data Tidying Data with tidyr
+## 3965 Getting and Cleaning Data Tidying Data with tidyr
+## 3966 Getting and Cleaning Data Tidying Data with tidyr
+## 3967 Getting and Cleaning Data Manipulating Data with dplyr
+## 3968 Getting and Cleaning Data Manipulating Data with dplyr
+## 3969 R Programming Functions
+## 3970 R Programming Functions
+## 3971 R Programming Functions
+## 3972 R Programming Functions
+## 3973 R Programming Matrices and Data Frames
+## 3974 R Programming Matrices and Data Frames
+## 3975 R Programming Functions
+## 3976 Getting and Cleaning Data Tidying Data with tidyr
+## 3977 R Programming Matrices and Data Frames
+## 3978 R Programming Functions
+## 3979 R Programming Functions
+## 3980 R Programming Functions
+## 3981 Getting and Cleaning Data Manipulating Data with dplyr
+## 3982 R Programming Matrices and Data Frames
+## 3983 Getting and Cleaning Data Tidying Data with tidyr
+## 3984 R Programming Functions
+## 3985 R Programming Functions
+## 3986 Getting and Cleaning Data Tidying Data with tidyr
+## 3987 Getting and Cleaning Data Tidying Data with tidyr
+## 3988 R Programming Matrices and Data Frames
+## 3989 Getting and Cleaning Data Manipulating Data with dplyr
+## 3990 Getting and Cleaning Data Tidying Data with tidyr
+## 3991 R Programming Functions
+## 3992 R Programming Functions
+## 3993 Getting and Cleaning Data Tidying Data with tidyr
+## 3994 Getting and Cleaning Data Manipulating Data with dplyr
+## 3995 R Programming Matrices and Data Frames
+## 3996 R Programming Matrices and Data Frames
+## 3997 R Programming Matrices and Data Frames
+## 3998 Getting and Cleaning Data Manipulating Data with dplyr
+## 3999 Getting and Cleaning Data Tidying Data with tidyr
+## 4000 R Programming Matrices and Data Frames
+## 4001 Getting and Cleaning Data Tidying Data with tidyr
+## 4002 Getting and Cleaning Data Manipulating Data with dplyr
+## 4003 R Programming Functions
+## 4004 Getting and Cleaning Data Manipulating Data with dplyr
+## 4005 Getting and Cleaning Data Manipulating Data with dplyr
+## 4006 R Programming Functions
+## 4007 Getting and Cleaning Data Tidying Data with tidyr
+## 4008 R Programming Matrices and Data Frames
+## 4009 R Programming Functions
+## 4010 Getting and Cleaning Data Tidying Data with tidyr
+## 4011 Getting and Cleaning Data Tidying Data with tidyr
+## 4012 R Programming Functions
+## 4013 R Programming Functions
+## 4014 Getting and Cleaning Data Tidying Data with tidyr
+## 4015 Getting and Cleaning Data Tidying Data with tidyr
+## 4016 Getting and Cleaning Data Tidying Data with tidyr
+## 4017 Getting and Cleaning Data Tidying Data with tidyr
+## 4018 R Programming Matrices and Data Frames
+## 4019 Getting and Cleaning Data Tidying Data with tidyr
+## 4020 Getting and Cleaning Data Manipulating Data with dplyr
+## 4021 Getting and Cleaning Data Tidying Data with tidyr
+## 4022 Getting and Cleaning Data Manipulating Data with dplyr
+## 4023 R Programming Matrices and Data Frames
+## 4024 R Programming Matrices and Data Frames
+## 4025 Getting and Cleaning Data Manipulating Data with dplyr
+## 4026 Getting and Cleaning Data Manipulating Data with dplyr
+## 4027 Getting and Cleaning Data Manipulating Data with dplyr
+## 4028 R Programming Matrices and Data Frames
+## 4029 Getting and Cleaning Data Manipulating Data with dplyr
+## 4030 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4031 Getting and Cleaning Data Manipulating Data with dplyr
+## 4032 Getting and Cleaning Data Manipulating Data with dplyr
+## 4033 R Programming Matrices and Data Frames
+## 4034 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4035 R Programming Matrices and Data Frames
+## 4036 R Programming Matrices and Data Frames
+## 4037 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4038 R Programming Matrices and Data Frames
+## 4039 Getting and Cleaning Data Tidying Data with tidyr
+## 4040 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4041 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4042 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4043 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4044 R Programming Matrices and Data Frames
+## 4045 Getting and Cleaning Data Tidying Data with tidyr
+## 4046 Getting and Cleaning Data Tidying Data with tidyr
+## 4047 R Programming Matrices and Data Frames
+## 4048 Getting and Cleaning Data Manipulating Data with dplyr
+## 4049 Getting and Cleaning Data Manipulating Data with dplyr
+## 4050 Getting and Cleaning Data Manipulating Data with dplyr
+## 4051 Getting and Cleaning Data Tidying Data with tidyr
+## 4052 Getting and Cleaning Data Tidying Data with tidyr
+## 4053 Getting and Cleaning Data Tidying Data with tidyr
+## 4054 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4055 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4056 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4057 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4058 Getting and Cleaning Data Tidying Data with tidyr
+## 4059 Getting and Cleaning Data Tidying Data with tidyr
+## 4060 Getting and Cleaning Data Manipulating Data with dplyr
+## 4061 Getting and Cleaning Data Tidying Data with tidyr
+## 4062 Getting and Cleaning Data Tidying Data with tidyr
+## 4063 Getting and Cleaning Data Tidying Data with tidyr
+## 4064 Getting and Cleaning Data Tidying Data with tidyr
+## 4065 Getting and Cleaning Data Tidying Data with tidyr
+## 4066 Getting and Cleaning Data Tidying Data with tidyr
+## 4067 Getting and Cleaning Data Manipulating Data with dplyr
+## 4068 Getting and Cleaning Data Tidying Data with tidyr
+## 4069 Getting and Cleaning Data Tidying Data with tidyr
+## 4070 Getting and Cleaning Data Tidying Data with tidyr
+## 4071 Getting and Cleaning Data Tidying Data with tidyr
+## 4072 Getting and Cleaning Data Manipulating Data with dplyr
+## 4073 Getting and Cleaning Data Manipulating Data with dplyr
+## 4074 Getting and Cleaning Data Manipulating Data with dplyr
+## 4075 Getting and Cleaning Data Manipulating Data with dplyr
+## 4076 Getting and Cleaning Data Manipulating Data with dplyr
+## 4077 Getting and Cleaning Data Manipulating Data with dplyr
+## 4078 Getting and Cleaning Data Tidying Data with tidyr
+## 4079 Getting and Cleaning Data Tidying Data with tidyr
+## 4080 Getting and Cleaning Data Tidying Data with tidyr
+## 4081 Getting and Cleaning Data Tidying Data with tidyr
+## 4082 Getting and Cleaning Data Tidying Data with tidyr
+## 4083 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4084 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4085 R Programming Matrices and Data Frames
+## 4086 R Programming Matrices and Data Frames
+## 4087 R Programming Matrices and Data Frames
+## 4088 R Programming Matrices and Data Frames
+## 4089 R Programming Matrices and Data Frames
+## 4090 R Programming Matrices and Data Frames
+## 4091 R Programming Matrices and Data Frames
+## 4092 R Programming Looking at Data
+## 4093 R Programming Matrices and Data Frames
+## 4094 R Programming Matrices and Data Frames
+## 4095 R Programming Matrices and Data Frames
+## 4096 R Programming Matrices and Data Frames
+## 4097 R Programming Matrices and Data Frames
+## 4098 R Programming Matrices and Data Frames
+## 4099 Getting and Cleaning Data Tidying Data with tidyr
+## 4100 Getting and Cleaning Data Tidying Data with tidyr
+## 4101 Getting and Cleaning Data Tidying Data with tidyr
+## 4102 Getting and Cleaning Data Tidying Data with tidyr
+## 4103 Getting and Cleaning Data Tidying Data with tidyr
+## 4104 Getting and Cleaning Data Tidying Data with tidyr
+## 4105 Getting and Cleaning Data Tidying Data with tidyr
+## 4106 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4107 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4108 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4109 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4110 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4111 Exploratory_Data_Analysis Plotting_Systems
+## 4112 Exploratory_Data_Analysis Plotting_Systems
+## 4113 Exploratory_Data_Analysis Plotting_Systems
+## 4114 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4115 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4116 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4117 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4118 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4119 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4120 Getting and Cleaning Data Manipulating Data with dplyr
+## 4121 Getting and Cleaning Data Manipulating Data with dplyr
+## 4122 Getting and Cleaning Data Manipulating Data with dplyr
+## 4123 Getting and Cleaning Data Manipulating Data with dplyr
+## 4124 Exploratory_Data_Analysis Plotting_Systems
+## 4125 Exploratory_Data_Analysis Plotting_Systems
+## 4126 Exploratory_Data_Analysis Plotting_Systems
+## 4127 R Programming Looking at Data
+## 4128 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4129 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4130 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4131 Exploratory_Data_Analysis Plotting_Systems
+## 4132 Exploratory_Data_Analysis Plotting_Systems
+## 4133 Exploratory_Data_Analysis Plotting_Systems
+## 4134 Exploratory_Data_Analysis Plotting_Systems
+## 4135 Exploratory_Data_Analysis Plotting_Systems
+## 4136 Getting and Cleaning Data Manipulating Data with dplyr
+## 4137 Getting and Cleaning Data Manipulating Data with dplyr
+## 4138 Getting and Cleaning Data Manipulating Data with dplyr
+## 4139 Exploratory_Data_Analysis Plotting_Systems
+## 4140 Exploratory_Data_Analysis Plotting_Systems
+## 4141 Exploratory_Data_Analysis Plotting_Systems
+## 4142 Getting and Cleaning Data Manipulating Data with dplyr
+## 4143 Exploratory_Data_Analysis Plotting_Systems
+## 4144 Exploratory_Data_Analysis Plotting_Systems
+## 4145 Exploratory_Data_Analysis Plotting_Systems
+## 4146 Exploratory_Data_Analysis Plotting_Systems
+## 4147 Getting and Cleaning Data Manipulating Data with dplyr
+## 4148 R Programming Looking at Data
+## 4149 R Programming Looking at Data
+## 4150 R Programming Looking at Data
+## 4151 Exploratory_Data_Analysis Plotting_Systems
+## 4152 Getting and Cleaning Data Manipulating Data with dplyr
+## 4153 Getting and Cleaning Data Manipulating Data with dplyr
+## 4154 Getting and Cleaning Data Manipulating Data with dplyr
+## 4155 Getting and Cleaning Data Manipulating Data with dplyr
+## 4156 Getting and Cleaning Data Manipulating Data with dplyr
+## 4157 R Programming Looking at Data
+## 4158 Getting and Cleaning Data Manipulating Data with dplyr
+## 4159 R Programming Looking at Data
+## 4160 R Programming Looking at Data
+## 4161 Getting and Cleaning Data Manipulating Data with dplyr
+## 4162 Getting and Cleaning Data Manipulating Data with dplyr
+## 4163 Getting and Cleaning Data Manipulating Data with dplyr
+## 4164 R Programming Looking at Data
+## 4165 R Programming Looking at Data
+## 4166 R Programming Looking at Data
+## 4167 Getting and Cleaning Data Manipulating Data with dplyr
+## 4168 R Programming Looking at Data
+## 4169 Getting and Cleaning Data Manipulating Data with dplyr
+## 4170 R Programming Looking at Data
+## 4171 Getting and Cleaning Data Manipulating Data with dplyr
+## 4172 Exploratory_Data_Analysis Plotting_Systems
+## 4173 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4174 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4175 R Programming Looking at Data
+## 4176 Exploratory_Data_Analysis Plotting_Systems
+## 4177 R Programming Looking at Data
+## 4178 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4179 Getting and Cleaning Data Grouping and Chaining with dplyr
+## 4180 R Programming Functions
+## 4181 R Programming Functions
+## 4182 R Programming Logic
+## 4183 R Programming Logic
+## 4184 R Programming Functions
+## 4185 R Programming Functions
+## 4186 R Programming Functions
+## 4187 R Programming Logic
+## 4188 R Programming Functions
+## 4189 R Programming Subsetting Vectors
+## 4190 R Programming Subsetting Vectors
+## 4191 R Programming Subsetting Vectors
+## 4192 R Programming Functions
+## 4193 R Programming Subsetting Vectors
+## 4194 R Programming Subsetting Vectors
+## 4195 R Programming Workspace and Files
+## 4196 R Programming Subsetting Vectors
+## 4197 R Programming Vectors
+## 4198 R Programming Subsetting Vectors
+## 4199 R Programming Vectors
+## 4200 R Programming Functions
+## 4201 R Programming Functions
+## 4202 R Programming Vectors
+## 4203 R Programming Missing Values
+## 4204 R Programming Subsetting Vectors
+## 4205 R Programming Subsetting Vectors
+## 4206 R Programming Functions
+## 4207 R Programming Vectors
+## 4208 R Programming Subsetting Vectors
+## 4209 R Programming Subsetting Vectors
+## 4210 R Programming Basic Building Blocks
+## 4211 R Programming Functions
+## 4212 R Programming Workspace and Files
+## 4213 R Programming Workspace and Files
+## 4214 R Programming Vectors
+## 4215 R Programming Vectors
+## 4216 R Programming Vectors
+## 4217 R Programming Workspace and Files
+## 4218 R Programming Workspace and Files
+## 4219 R Programming Subsetting Vectors
+## 4220 R Programming Subsetting Vectors
+## 4221 R Programming Workspace and Files
+## 4222 R Programming Basic Building Blocks
+## 4223 R Programming Basic Building Blocks
+## 4224 R Programming Basic Building Blocks
+## 4225 R Programming Logic
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+## 4227 R Programming Workspace and Files
+## 4228 R Programming Workspace and Files
+## 4229 R Programming Functions
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+## 4231 R Programming Workspace and Files
+## 4232 R Programming Workspace and Files
+## 4233 R Programming Functions
+## 4234 R Programming Workspace and Files
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+## 4236 R Programming Vectors
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+## 4238 R Programming Vectors
+## 4239 R Programming Dates and Times
+## 4240 R Programming Workspace and Files
+## 4241 R Programming Workspace and Files
+## 4242 R Programming Workspace and Files
+## 4243 R Programming Basic Building Blocks
+## 4244 R Programming Basic Building Blocks
+## 4245 R Programming Missing Values
+## 4246 R Programming Missing Values
+## 4247 R Programming Missing Values
+## 4248 R Programming Missing Values
+## 4249 R Programming Functions
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+## 4251 R Programming Missing Values
+## 4252 R Programming Dates and Times
+## 4253 R Programming Workspace and Files
+## 4254 R Programming Missing Values
+## 4255 R Programming Missing Values
+## 4256 R Programming Logic
+## 4257 R Programming Logic
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+## 4259 R Programming Workspace and Files
+## 4260 R Programming Dates and Times
+## 4261 R Programming Dates and Times
+## 4262 R Programming Dates and Times
+## 4263 R Programming Dates and Times
+## 4264 R Programming Workspace and Files
+## 4265 R Programming Dates and Times
+## 4266 R Programming Logic
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+## 4268 R Programming Workspace and Files
+## 4269 R Programming Workspace and Files
+## 4270 R Programming Workspace and Files
+## 4271 R Programming Basic Building Blocks
+## 4272 R Programming Basic Building Blocks
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+## 4274 R Programming Dates and Times
+## 4275 R Programming Dates and Times
+## 4276 R Programming Dates and Times
+## 4277 R Programming Dates and Times
+## 4278 R Programming Dates and Times
+## 4279 R Programming Missing Values
+## 4280 R Programming Missing Values
+## 4281 R Programming Vectors
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+## 4285 R Programming Logic
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+## 4289 R Programming Basic Building Blocks
+## 4290 R Programming Basic Building Blocks
+## 4291 R Programming Basic Building Blocks
+## 4292 R Programming Subsetting Vectors
+## 4293 R Programming Subsetting Vectors
+## 4294 R Programming Dates and Times
+## 4295 R Programming Dates and Times
+## 4296 R Programming Dates and Times
+## 4297 R Programming Dates and Times
+## 4298 R Programming Logic
+## 4299 R Programming Vectors
+## 4300 R Programming Basic Building Blocks
+## 4301 R Programming Basic Building Blocks
+## 4302 R Programming Basic Building Blocks
+## 4303 R Programming Basic Building Blocks
+## 4304 R Programming Vectors
+## 4305 R Programming Vectors
+## 4306 R Programming Vectors
+## 4307 R Programming Logic
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+## 4310 R Programming Dates and Times
+## 4311 R Programming Dates and Times
+## 4312 R Programming Dates and Times
+## 4313 R Programming Subsetting Vectors
+## 4314 R Programming Vectors
+## 4315 R Programming Basic Building Blocks
+## 4316 R Programming Vectors
+## 4317 R Programming Vectors
+## 4318 R Programming Functions
+## 4319 R Programming Basic Building Blocks
+## 4320 R Programming Subsetting Vectors
+## 4321 R Programming Dates and Times
+## 4322 R Programming Subsetting Vectors
+## 4323 R Programming Dates and Times
+## 4324 R Programming Dates and Times
+## 4325 R Programming Subsetting Vectors
+## 4326 R Programming Subsetting Vectors
+## 4327 R Programming Basic Building Blocks
+## 4328 R Programming Logic
+## 4329 R Programming Functions
+## 4330 R Programming Subsetting Vectors
+## 4331 R Programming Logic
+## 4332 R Programming Logic
+## 4333 R Programming Logic
+## 4334 R Programming Logic
+## 4335 R Programming Logic
+## 4336 R Programming Functions
+## 4337 R Programming Basic Building Blocks
+## 4338 R Programming Functions
+## 4339 R Programming Basic Building Blocks
+## 4340 R Programming Basic Building Blocks
+## 4341 R Programming Subsetting Vectors
+## 4342 R Programming Logic
+## 4343 R Programming Functions
+## 4344 R Programming Missing Values
+## 4345 R Programming Missing Values
+## 4346 R Programming Functions
+## 4347 R Programming Functions
+## 4348 R Programming Dates and Times
+## 4349 R Programming Dates and Times
+## 4350 R Programming Dates and Times
+## 4351 R Programming Logic
+## 4352 R Programming Logic
+## 4353 R Programming Dates and Times
+## 4354 R Programming Functions
+## 4355 R Programming Functions
+## 4356 R Programming Subsetting Vectors
+## 4357 R Programming Functions
+## 4358 R Programming Logic
+## 4359 R Programming Logic
+## 4360 R Programming Dates and Times
+## 4361 R Programming Functions
+## 4362 R Programming Subsetting Vectors
+## 4363 R Programming Logic
+## 4364 R Programming Logic
+## 4365 R Programming Logic
+## 4366 R Programming Logic
+## 4367 R Programming Subsetting Vectors
+## 4368 R Programming Logic
+## 4369 R Programming Functions
+## 4370 R Programming Logic
+## 4371 R Programming Logic
+## 4372 R Programming Logic
+## 4373 R Programming Logic
+## 4374 R Programming Logic
+## 4375 R Programming Basic Building Blocks
+## 4376 R Programming Basic Building Blocks
+## 4377 R Programming Basic Building Blocks
+## 4378 R Programming Basic Building Blocks
+## 4379 R Programming Basic Building Blocks
+## 4380 R Programming Basic Building Blocks
+## 4381 R Programming Basic Building Blocks
+## 4382 R Programming Basic Building Blocks
+## 4383 R Programming Basic Building Blocks
+## 4384 R Programming Basic Building Blocks
+## 4385 R Programming Basic Building Blocks
+## 4386 R Programming Basic Building Blocks
+## 4387 R Programming Basic Building Blocks
+## 4388 R Programming Basic Building Blocks
+## 4389 R Programming Basic Building Blocks
+## 4390 R Programming Basic Building Blocks
+## 4391 R Programming Basic Building Blocks
+## 4392 R Programming Basic Building Blocks
+## 4393 R Programming Basic Building Blocks
+## 4394 R Programming Basic Building Blocks
+## 4395 R Programming Basic Building Blocks
+## 4396 R Programming Basic Building Blocks
+## 4397 R Programming Workspace and Files
+## 4398 R Programming Logic
+## 4399 R Programming Workspace and Files
+## 4400 R Programming Workspace and Files
+## 4401 R Programming Workspace and Files
+## 4402 R Programming Workspace and Files
+## 4403 R Programming Logic
+## 4404 R Programming Functions
+## 4405 R Programming Logic
+## 4406 R Programming Logic
+## 4407 R Programming Workspace and Files
+## 4408 R Programming Workspace and Files
+## 4409 R Programming Workspace and Files
+## 4410 R Programming Workspace and Files
+## 4411 R Programming Workspace and Files
+## 4412 R Programming Workspace and Files
+## 4413 R Programming Workspace and Files
+## 4414 R Programming Workspace and Files
+## 4415 R Programming Workspace and Files
+## 4416 R Programming Workspace and Files
+## 4417 R Programming Workspace and Files
+## 4418 R Programming Workspace and Files
+## 4419 R Programming Functions
+## 4420 R Programming Functions
+## 4421 R Programming Functions
+## 4422 R Programming Functions
+## 4423 R Programming Workspace and Files
+## 4424 R Programming Dates and Times
+## 4425 R Programming Dates and Times
+## 4426 R Programming Dates and Times
+## 4427 R Programming Dates and Times
+## 4428 R Programming Dates and Times
+## 4429 R Programming Dates and Times
+## 4430 R Programming Dates and Times
+## 4431 R Programming Dates and Times
+## 4432 R Programming Dates and Times
+## 4433 R Programming Dates and Times
+## 4434 R Programming Dates and Times
+## 4435 R Programming Dates and Times
+## 4436 R Programming Functions
+## 4437 R Programming Functions
+## 4438 R Programming Functions
+## 4439 R Programming Functions
+## 4440 R Programming Functions
+## 4441 R Programming Functions
+## 4442 R Programming Functions
+## 4443 R Programming Functions
+## 4444 R Programming Functions
+## 4445 R Programming Logic
+## 4446 R Programming Logic
+## 4447 R Programming Logic
+## 4448 R Programming Logic
+## 4449 R Programming Logic
+## 4450 R Programming Logic
+## 4451 R Programming Subsetting Vectors
+## 4452 R Programming Subsetting Vectors
+## 4453 R Programming Subsetting Vectors
+## 4454 R Programming Subsetting Vectors
+## 4455 R Programming Subsetting Vectors
+## 4456 R Programming Subsetting Vectors
+## 4457 R Programming Logic
+## 4458 R Programming Logic
+## 4459 R Programming Logic
+## 4460 R Programming Logic
+## 4461 R Programming Logic
+## 4462 R Programming Logic
+## 4463 R Programming Logic
+## 4464 R Programming Logic
+## 4465 R Programming Logic
+## 4466 R Programming Missing Values
+## 4467 R Programming Missing Values
+## 4468 R Programming Missing Values
+## 4469 R Programming Missing Values
+## 4470 R Programming Subsetting Vectors
+## 4471 R Programming Subsetting Vectors
+## 4472 R Programming Subsetting Vectors
+## 4473 R Programming Subsetting Vectors
+## 4474 R Programming Subsetting Vectors
+## 4475 R Programming Subsetting Vectors
+## 4476 R Programming Subsetting Vectors
+## 4477 R Programming Subsetting Vectors
+## 4478 R Programming Subsetting Vectors
+## 4479 R Programming Subsetting Vectors
+## 4480 R Programming Subsetting Vectors
+## 4481 R Programming Subsetting Vectors
+## 4482 R Programming Subsetting Vectors
+## 4483 R Programming Subsetting Vectors
+## 4484 R Programming Vectors
+## 4485 R Programming Vectors
+## 4486 R Programming Vectors
+## 4487 R Programming Vectors
+## 4488 R Programming Subsetting Vectors
+## 4489 R Programming Subsetting Vectors
+## 4490 R Programming Subsetting Vectors
+## 4491 R Programming Subsetting Vectors
+## 4492 R Programming Subsetting Vectors
+## 4493 R Programming Subsetting Vectors
+## 4494 R Programming Logic
+## 4495 R Programming Logic
+## 4496 R Programming Logic
+## 4497 R Programming Logic
+## 4498 R Programming Logic
+## 4499 R Programming Logic
+## 4500 R Programming Logic
+## 4501 R Programming Logic
+## 4502 R Programming Logic
+## 4503 R Programming Logic
+## 4504 R Programming Logic
+## 4505 R Programming Logic
+## 4506 R Programming Logic
+## 4507 R Programming Logic
+## 4508 R Programming Logic
+## 4509 R Programming Logic
+## 4510 R Programming Vectors
+## 4511 R Programming Vectors
+## 4512 R Programming Dates and Times
+## 4513 R Programming Dates and Times
+## 4514 R Programming Dates and Times
+## 4515 R Programming Dates and Times
+## 4516 R Programming Dates and Times
+## 4517 R Programming Dates and Times
+## 4518 R Programming Missing Values
+## 4519 R Programming Missing Values
+## 4520 R Programming Missing Values
+## 4521 R Programming Missing Values
+## 4522 R Programming Missing Values
+## 4523 R Programming Missing Values
+## 4524 R Programming Missing Values
+## 4525 R Programming Missing Values
+## 4526 R Programming Missing Values
+## 4527 R Programming Missing Values
+## 4528 R Programming Workspace and Files
+## 4529 R Programming Vectors
+## 4530 R Programming Vectors
+## 4531 R Programming Vectors
+## 4532 R Programming Vectors
+## 4533 R Programming Vectors
+## 4534 R Programming Vectors
+## 4535 R Programming Vectors
+## 4536 R Programming Vectors
+## 4537 R Programming Vectors
+## 4538 R Programming Vectors
+## 4539 R Programming Vectors
+## 4540 R Programming Vectors
+## 4541 R Programming Vectors
+## 4542 R Programming Workspace and Files
+## 4543 R Programming Workspace and Files
+## 4544 R Programming Workspace and Files
+## 4545 R Programming Workspace and Files
+## 4546 R Programming Basic Building Blocks
+## 4547 R Programming Basic Building Blocks
+## 4548 R Programming Basic Building Blocks
+## 4549 R Programming Basic Building Blocks
+## 4550 R Programming Basic Building Blocks
+## 4551 R Programming Basic Building Blocks
+## 4552 R Programming Basic Building Blocks
+## 4553 R Programming Dates and Times
+## 4554 R Programming Functions
+## 4555 R Programming Functions
+## 4556 R Programming Functions
+## 4557 R Programming Functions
+## 4558 R Programming Functions
+## 4559 R Programming Workspace and Files
+## 4560 R Programming Workspace and Files
+## 4561 R Programming Workspace and Files
+## 4562 R Programming Workspace and Files
+## 4563 R Programming Workspace and Files
+## 4564 R Programming Workspace and Files
+## 4565 R Programming Workspace and Files
+## 4566 R Programming Workspace and Files
+## 4567 R Programming Workspace and Files
+## 4568 R Programming Workspace and Files
+## 4569 R Programming Workspace and Files
+## 4570 R Programming Workspace and Files
+## 4571 R Programming Basic Building Blocks
+## 4572 R Programming Basic Building Blocks
+## 4573 R Programming Basic Building Blocks
+## 4574 R Programming Basic Building Blocks
+## 4575 R Programming Basic Building Blocks
+## 4576 R Programming Basic Building Blocks
+## 4577 R Programming Workspace and Files
+## 4578 R Programming Workspace and Files
+## 4579 R Programming Workspace and Files
+## 4580 R Programming Workspace and Files
+## 4581 R Programming Basic Building Blocks
+## 4582 R Programming Functions
+## 4583 R Programming Dates and Times
+## 4584 R Programming Basic Building Blocks
+## 4585 R Programming Basic Building Blocks
+## 4586 R Programming Dates and Times
+## 4587 R Programming Basic Building Blocks
+## 4588 R Programming Basic Building Blocks
+## 4589 R Programming Basic Building Blocks
+## 4590 R Programming Basic Building Blocks
+## 4591 R Programming Basic Building Blocks
+## 4592 R Programming Functions
+## 4593 R Programming Workspace and Files
+## 4594 R Programming Workspace and Files
+## 4595 R Programming Dates and Times
+## 4596 R Programming Dates and Times
+## 4597 R Programming Workspace and Files
+## 4598 R Programming Dates and Times
+## 4599 R Programming Dates and Times
+## 4600 R Programming Dates and Times
+## 4601 R Programming Dates and Times
+## 4602 R Programming Dates and Times
+## 4603 R Programming Basic Building Blocks
+## 4604 R Programming Workspace and Files
+## 4605 R Programming Workspace and Files
+## 4606 R Programming Workspace and Files
+## 4607 R Programming Functions
+## 4608 R Programming Functions
+## 4609 R Programming Functions
+## 4610 R Programming Functions
+## 4611 R Programming Functions
+## 4612 R Programming Workspace and Files
+## 4613 R Programming Functions
+## 4614 R Programming Functions
+## 4615 R Programming Basic Building Blocks
+## 4616 R Programming Basic Building Blocks
+## 4617 R Programming Basic Building Blocks
+## 4618 R Programming Basic Building Blocks
+## 4619 R Programming Basic Building Blocks
+## 4620 R Programming Basic Building Blocks
+## 4621 R Programming Basic Building Blocks
+## 4622 R Programming Basic Building Blocks
+## 4623 R Programming Basic Building Blocks
+## 4624 R Programming Basic Building Blocks
+## 4625 R Programming Basic Building Blocks
+## 4626 R Programming Basic Building Blocks
+## 4627 R Programming Basic Building Blocks
+## 4628 R Programming Basic Building Blocks
+## 4629 R Programming Basic Building Blocks
+## 4630 R Programming Basic Building Blocks
+## 4631 R Programming Basic Building Blocks
+## 4632 R Programming Basic Building Blocks
+## 4633 R Programming Basic Building Blocks
+## 4634 R Programming Basic Building Blocks
+## 4635 R Programming Basic Building Blocks
+## 4636 R Programming Basic Building Blocks
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+## 4365 2017-09-11 10:29:34
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+## 4375 2017-09-07 22:05:11
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+## 4379 2017-09-07 22:07:41
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+## 4381 2017-09-07 22:23:40
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+## 4390 2017-09-07 22:11:02
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+## 4392 2017-09-07 22:28:30
+## 4393 2017-09-07 22:29:55
+## 4394 2017-09-07 22:30:34
+## 4395 2017-09-07 22:27:32
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+## 4397 2017-09-08 11:42:43
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+## 4399 2017-09-08 11:38:27
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+## 4401 2017-09-08 11:31:33
+## 4402 2017-09-08 11:41:28
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+## 4443 2017-09-22 22:19:08
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+## 4461 2017-09-22 17:23:25
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+## 4489 2017-09-22 16:17:18
+## 4490 2017-09-22 16:17:41
+## 4491 2017-09-22 16:18:03
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+## 4493 2017-09-22 16:20:25
+## 4494 2017-09-22 16:31:48
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+## 4500 2017-09-22 16:35:42
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+## 4503 2017-09-22 16:42:07
+## 4504 2017-09-22 16:42:21
+## 4505 2017-09-22 16:49:08
+## 4506 2017-09-22 16:49:31
+## 4507 2017-09-22 16:50:21
+## 4508 2017-09-22 16:50:50
+## 4509 2017-09-22 16:51:05
+## 4510 2017-09-22 15:01:24
+## 4511 2017-09-22 15:03:10
+## 4512 2017-09-22 17:25:15
+## 4513 2017-09-22 17:25:25
+## 4514 2017-09-22 17:25:36
+## 4515 2017-09-22 17:27:38
+## 4516 2017-09-22 17:30:47
+## 4517 2017-09-22 17:30:57
+## 4518 2017-09-22 15:18:41
+## 4519 2017-09-22 15:18:47
+## 4520 2017-09-22 15:20:08
+## 4521 2017-09-22 15:20:35
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+## 4523 2017-09-22 15:21:56
+## 4524 2017-09-22 15:22:00
+## 4525 2017-09-22 15:22:38
+## 4526 2017-09-22 15:40:37
+## 4527 2017-09-22 15:41:04
+## 4528 2017-09-08 10:51:17
+## 4529 2017-09-22 14:38:04
+## 4530 2017-09-22 14:42:18
+## 4531 2017-09-22 14:43:06
+## 4532 2017-09-22 14:43:10
+## 4533 2017-09-22 14:49:14
+## 4534 2017-09-22 14:51:45
+## 4535 2017-09-22 14:51:58
+## 4536 2017-09-22 14:52:31
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+## 4538 2017-09-22 14:55:58
+## 4539 2017-09-22 14:56:49
+## 4540 2017-09-22 14:58:34
+## 4541 2017-09-22 14:58:40
+## 4542 2017-09-22 14:12:26
+## 4543 2017-09-22 14:17:40
+## 4544 2017-09-22 14:19:51
+## 4545 2017-09-22 14:20:33
+## 4546 2017-09-22 13:28:14
+## 4547 2017-09-22 13:28:39
+## 4548 2017-09-22 13:28:44
+## 4549 2017-09-22 13:33:05
+## 4550 2017-09-22 13:33:31
+## 4551 2017-09-22 13:33:45
+## 4552 2017-09-22 13:45:51
+## 4553 2017-09-22 17:31:31
+## 4554 2017-09-22 23:17:21
+## 4555 2017-09-22 23:18:46
+## 4556 2017-09-22 23:19:37
+## 4557 2017-09-22 23:29:42
+## 4558 2017-09-22 23:31:35
+## 4559 2017-09-08 10:51:54
+## 4560 2017-09-08 10:52:51
+## 4561 2017-09-08 10:53:06
+## 4562 2017-09-08 10:53:27
+## 4563 2017-09-22 13:59:56
+## 4564 2017-09-22 14:02:20
+## 4565 2017-09-22 14:06:41
+## 4566 2017-09-22 14:08:16
+## 4567 2017-09-22 14:08:56
+## 4568 2017-09-22 14:09:22
+## 4569 2017-09-22 14:09:42
+## 4570 2017-09-22 14:11:02
+## 4571 2017-09-22 13:46:58
+## 4572 2017-09-22 13:47:23
+## 4573 2017-09-22 13:47:34
+## 4574 2017-09-22 13:25:40
+## 4575 2017-09-22 13:27:50
+## 4576 2017-09-22 13:48:37
+## 4577 2017-09-22 14:25:50
+## 4578 2017-09-22 14:26:09
+## 4579 2017-09-22 14:29:36
+## 4580 2017-09-22 14:33:40
+## 4581 2017-09-22 13:46:02
+## 4582 2017-09-22 23:59:51
+## 4583 2017-09-22 21:11:35
+## 4584 2017-09-22 13:48:07
+## 4585 2017-09-22 13:48:32
+## 4586 2017-09-22 21:14:04
+## 4587 2017-09-22 13:50:07
+## 4588 2017-09-22 13:50:32
+## 4589 2017-09-22 13:52:00
+## 4590 2017-09-22 13:52:38
+## 4591 2017-09-22 13:52:45
+## 4592 2017-09-22 23:58:06
+## 4593 2017-09-22 14:34:38
+## 4594 2017-09-22 14:34:42
+## 4595 2017-09-22 21:13:45
+## 4596 2017-09-22 21:13:50
+## 4597 2017-09-22 13:57:50
+## 4598 2017-09-22 21:15:08
+## 4599 2017-09-22 21:15:28
+## 4600 2017-09-22 21:15:58
+## 4601 2017-09-22 21:16:14
+## 4602 2017-09-22 21:16:17
+## 4603 2017-09-22 13:52:49
+## 4604 2017-09-22 13:56:32
+## 4605 2017-09-22 13:56:45
+## 4606 2017-09-22 13:57:36
+## 4607 2017-09-23 00:05:56
+## 4608 2017-09-23 00:08:20
+## 4609 2017-09-23 00:08:29
+## 4610 2017-09-23 00:08:32
+## 4611 2017-09-22 22:15:16
+## 4612 2017-09-22 13:57:27
+## 4613 2017-09-22 22:15:26
+## 4614 2017-09-22 22:15:37
+## 4615 2017-09-12 11:30:30
+## 4616 2017-09-11 14:59:57
+## 4617 2017-09-12 11:26:09
+## 4618 2017-09-11 14:57:52
+## 4619 2017-09-11 14:57:10
+## 4620 2017-09-12 10:08:05
+## 4621 2017-09-12 11:30:23
+## 4622 2017-09-11 14:59:16
+## 4623 2017-09-11 15:00:37
+## 4624 2017-09-12 10:08:00
+## 4625 2017-09-11 15:00:12
+## 4626 2017-09-12 11:26:24
+## 4627 2017-09-12 11:27:36
+## 4628 2017-09-12 11:29:26
+## 4629 2017-09-11 15:01:03
+## 4630 2017-09-12 11:30:14
+## 4631 2017-09-12 11:28:42
+## 4632 2017-09-12 10:07:46
+## 4633 2017-09-12 11:26:18
+## 4634 2017-09-11 14:59:28
+## 4635 2017-09-11 15:00:52
+## 4636 2017-09-11 14:58:05#install.packages("lubridate")
+library(lubridate)##
+## Attaching package: 'lubridate'## The following objects are masked from 'package:base':
+##
+## date, intersect, setdiff, unionDF5 %>%
+ mutate(datetime2 = floor_date(datetime2)) %>%
+ group_by(datetime2) %>%
+ summarize(attempt = sum(attempt)) #because all attemps where true, meaning a point.## `summarise()` ungrouping output (override with `.groups` argument)## # A tibble: 4,597 x 2
+## datetime2 attempt
+## <dttm> <int>
+## 1 1969-12-31 19:02:30 1
+## 2 1969-12-31 19:25:05 1
+## 3 1969-12-31 23:10:49 1
+## 4 1969-12-31 23:10:51 1
+## 5 1970-01-18 05:01:28 1
+## 6 1970-06-23 23:29:35 2
+## 7 2017-07-06 13:38:14 1
+## 8 2017-07-06 13:38:44 1
+## 9 2017-07-06 13:39:00 1
+## 10 2017-07-06 13:42:25 2
+## # … with 4,587 more rowsDF6 <- DF5 %>% group_by(month = month(datetime2), day = day(datetime2))
+
+
+DF6$month = as.factor(DF6$month)
+DF6$day = as.factor(DF6$day)
+
+ggplot(DF6, aes(day, attempt, group=month, col=month)) +
+ geom_boxplot() +
+ geom_point()## Warning: Removed 4 rows containing non-finite values (stat_boxplot).## Warning: Removed 4 rows containing missing values (geom_point).
#I did something different. Did not get the mean but i got the attempts per day and
+#month that were true (meaning they got a point) and summed by day.Finally use the knitr function to generate an html document from your work. Commit, Push and Pull Request your work back to the main branch of the repository. Make sure you include both the .Rmd file and the .html file.
+