thedivtagguy · February 12, 2021 07:59
diff --git a/library.r b/library.r
 library(shiny)
 library(tidyverse)
 library(gdata)
 library(stringr)
 library(readr)
 library(gsubfn)
 library(waiter)
 # Define UI for data upload app ----

 gif <- paste0("https://media1.tenor.com/images",
              "/cb27704982766b4f02691ea975d9a259/tenor.gif?itemid=11365139")

 loading_screen <- tagList(
    h3("Bear with me a second.", style = "color:gray;"),
    img(src = gif, height = "200px")
 )

 ui <- fluidPage(
    
    
    use_waiter(),
    waiter_on_busy(html = loading_screen, color = "white"),    # App title ----
    titlePanel("Srishti Library Database"),
    
    # Sidebar layout with input and output definitions ----
        
        # Sidebar panel for inputs ----
        sidebarPanel(
            
            # Input: Select a file ----
            fileInput("file1", "Choose Library File",
                      multiple = TRUE,
                      accept = c("text/csv",
                                 "text/comma-separated-values,text/plain",
                                 ".csv")),
            # Copy the line below to make a checkbox
            checkboxInput("checkbox", label = "Or Use default file", value = FALSE),
            
            # Horizontal line ----
            tags$hr(),
            
            numericInput("skiplines", "Number of Lines to Skip:", 10, min = 1, max = 100),
            
            # Horizontal line ----
            tags$hr(),


            
        ),
        
        # Main panel for displaying outputs ----
        mainPanel(
            
            # Output: Data file ----
            dataTableOutput('myTable')
        )
        
    )


 # Define server logic to read selected file ----
 server <- function(input, output) {
    output$myTable <- renderDataTable({
        
        # input$file1 will be NULL initially. After the user selects
        # and uploads a file, head of that data file by default,
        # or all rows if selected, will be shown.
        if(input$checkbox == FALSE){
        req(input$file1)
   
       
        data <- readr::read_fwf(input$file1$datapath,
                       fwf_empty(input$file1$datapath),
                       skip = input$skiplines
        )}
        else {
            data <- readr::read_fwf("https://raw.githubusercontent.com/thedivtagguy/srishtilibrary/main/books_raw.txt", fwf_empty("https://raw.githubusercontent.com/thedivtagguy/srishtilibrary/main/books_raw.txt", col_names = c("Title")),skip = 10
            )
        }
        data <- data %>% rename(Title = X1)
 
        
        
        # Time to Separate those columns.
        # Remove Date Component to New Column
        data <- data %>% mutate(Date = str_extract(Title, "\\d+/\\d+/\\d+"))
        # Delete Date from main column
        data$Title <- gsub("\\d+/\\d+/\\d+", "", data$Title)
        # Extract Account No.
        data <- data %>% mutate(Account_No = str_extract(Title, "\\d{4,5}\\s"))
        data$Title <- gsub("\\d{4,5}\\s", "", data$Title) %>% trimws()
        
        # Rearrange Columns in the order Account_No, Title, Date
        data <- data[, c(3, 1, 2)]
        
        # Function to Fix Rows
        delim <- function(df, col_numb) {
            for (i in nrow(df):2) {
                if (is.na(df[i, (col_numb - 1)])) {
                    if (!is.na(df[i, (col_numb)])) {
                        paste(df[i - 1, col_numb], df[i, col_numb], sep = ' ') -> df[i - 1, col_numb]
                        NA -> df[i, col_numb]
                    }
                }
            }
            df
        }
        
        # Fix Rows
        data <- data %>%
            as_tibble() %>%
            mutate(across(everything(), na_if, "")) %>%
            delim(2) %>%
            drop_na()
        
        
        data$acc <- gsub("\\s+"," ",data$Title)
        
        
        # Separate Authors from Title Column
        data <- data %>%
            dplyr::mutate(Author = str_extract(Title, "[^/]+$"))
        
        
        # Extract Book ID
        data <- data %>% mutate(Book_ID = str_extract(Author, "\\d+\\.*\\d*"))
        
        
        # Delete Book ID from Author Column
        data$Author <- gsub("\\d+\\.*\\d*", "", data$Author)
        data$Title <- gsub("\\d+\\.*\\d*", "", data$Title)
        
        # Delete the author abbreviations and weird Et al lines.
        data$Author <- gsub("  .*", "", data$Author)
        data$Title <- gsub("  .*", "", data$Title)
        data$Author <- gsub("Et al", "", data$Author)
        data$Author <- gsub("ED", "", data$Author)
        data$Author <- gsub("\\(", "", data$Author)
        data$Author <- gsub("\\)", "", data$Author)
        data$Author <- gsub("Et. al.,", "", data$Author)
        data$Author <- gsub("ET AL", "", data$Author)
        data$Author <- gsub("& Et", "", data$Author)
        data$Author <- gsub("\\s\\.", "", data$Author)
        data$Author <- gsub("Fic", "", data$Author)
        data$Author <- gsub("\\s([A-Z]+[A-Za-z]{2})\\s", "", data$Author)
        
        
        # Delete Where Author Names and Titles are Same
        i <- 1
        for (i in 1:length(data)){
            if(data$Title[i] == data$Author[i]) data$Author[i] = NA
        }
        
        # Remove extra punctuation in author column
        data$Author <- gsub("\\.$|\\,$", "", data$Author, ignore.case = TRUE)
        
        
        
        
        # Add Space After Comma for Authors
        data$Author <- textclean::add_comma_space(data$Author) %>% trimws()
        
        # Classify Books 
        data <- data %>% mutate(
            Book_Type = case_when(
                startsWith(Book_ID, "00") ~ "Computer science, knowledge & systems",
                startsWith(Book_ID, "01") ~ "Bibliographies",
                startsWith(Book_ID, "02") ~ "Library & Information Sciences",
                startsWith(Book_ID, "03") ~ "Encyclopedias & books of facts",
                startsWith(Book_ID, "04") ~ "Unassigned",
                startsWith(Book_ID, "05") ~ "Magazines, journals & serials",
                startsWith(Book_ID, "06") ~ "Associations, organizations & museums",
                startsWith(Book_ID, "07") ~ "News media, journalism & publishing",
                startsWith(Book_ID, "08") ~ "Quotations",
                startsWith(Book_ID, "09") ~ "Manuscripts & rare books",
                startsWith(Book_ID, "10") ~ "Philosophy",
                startsWith(Book_ID, "11") ~ "Metaphysics",
                startsWith(Book_ID, "12") ~ "Epistemology",
                startsWith(Book_ID, "13") ~ "Parapsychology & occultism",
                startsWith(Book_ID, "14") ~ "Philosophical schools of thought",
                startsWith(Book_ID, "15") ~ "Psychology",
                startsWith(Book_ID, "16") ~ "Philosophical logic",
                startsWith(Book_ID, "17") ~ "Ethics",
                startsWith(Book_ID, "18") ~ "Ancient, medieval, eastern philosophy",
                startsWith(Book_ID, "19") ~ "Modern Western philosophy",
                startsWith(Book_ID, "20") ~ "Religion",
                startsWith(Book_ID, "21") ~ "Philosophy & theory of religion",
                startsWith(Book_ID, "22") ~ "Bible",
                startsWith(Book_ID, "23") ~ "Christianity",
                startsWith(Book_ID, "24") ~ "Christian practice & observance",
                startsWith(Book_ID, "25") ~ "Christian orders & local church",
                startsWith(Book_ID, "26") ~ "Social & ecclesiastical theology",
                startsWith(Book_ID, "27") ~ "History of Christianity",
                startsWith(Book_ID, "28") ~ "Christian denominations",
                startsWith(Book_ID, "29") ~ "Other religions",
                startsWith(Book_ID, "30") ~ "Social sciences, sociology & anthropology",
                startsWith(Book_ID, "31") ~ "Statistics",
                startsWith(Book_ID, "32") ~ "Political science",
                startsWith(Book_ID, "33") ~ "Economics",
                startsWith(Book_ID, "34") ~ "Law",
                startsWith(Book_ID, "35") ~ "Public administration & military science",
                startsWith(Book_ID, "36") ~ "Social problems & services",
                startsWith(Book_ID, "37") ~ "Education",
                startsWith(Book_ID, "38") ~ "Commerce, communications & transportation",
                startsWith(Book_ID, "39") ~ "Customs, etiquette, folklore",
                startsWith(Book_ID, "40") ~ "Language",
                startsWith(Book_ID, "41") ~ "Linguistics",
                startsWith(Book_ID, "42") ~ "English & Old English languages",
                startsWith(Book_ID, "43") ~ "German and related languages",
                startsWith(Book_ID, "44") ~ "French & related languages",
                startsWith(Book_ID, "45") ~ "Italian, Romanian & related languages",
                startsWith(Book_ID, "46") ~ "Spanish, Portuguese, Galician",
                startsWith(Book_ID, "47") ~ "Latin & related Italic languages",
                startsWith(Book_ID, "48") ~ "Classical & modern Greek languages",
                startsWith(Book_ID, "49") ~ "Other languages",
                startsWith(Book_ID, "50") ~ "Science",
                startsWith(Book_ID, "51") ~ "Mathematics",
                startsWith(Book_ID, "52") ~ "Astronomy",
                startsWith(Book_ID, "53") ~ "Physics",
                startsWith(Book_ID, "54") ~ "Chemistry",
                startsWith(Book_ID, "55") ~ "Earth sciences",
                startsWith(Book_ID, "56") ~ "Fossils & prehistoric life",
                startsWith(Book_ID, "57") ~ "Biology",
                startsWith(Book_ID, "58") ~ "Plants",
                startsWith(Book_ID, "59") ~ "Animals",
                startsWith(Book_ID, "60") ~ "Technology",
                startsWith(Book_ID, "61") ~ "Medicine",
                startsWith(Book_ID, "62") ~ "Engineering",
                startsWith(Book_ID, "63") ~ "Agriculture",
                startsWith(Book_ID, "64") ~ "Home & family management",
                startsWith(Book_ID, "65") ~ "Management & Public Relations",
                startsWith(Book_ID, "66") ~ "Chemical Engineering",
                startsWith(Book_ID, "67") ~ "Manufacturing",
                startsWith(Book_ID, "68") ~ "Manufacture for specific uses",
                startsWith(Book_ID, "69") ~ "Construction of buildings",
                startsWith(Book_ID, "70") ~ "Arts",
                startsWith(Book_ID, "71") ~ "Area planning & landscape architecture",
                startsWith(Book_ID, "72") ~ "Architecture",
                startsWith(Book_ID, "73") ~ "Sculpture, ceramics & metalwork",
                startsWith(Book_ID, "74") ~ "Graphic arts & decorative arts",
                startsWith(Book_ID, "75") ~ "Painting",
                startsWith(Book_ID, "76") ~ "Printmaking & prints",
                startsWith(Book_ID, "77") ~ "Photography, computer art, film, video",
                startsWith(Book_ID, "78") ~ "Music",
                startsWith(Book_ID, "79") ~ "Outline of sports, games & entertainment",
                startsWith(Book_ID, "80") ~ "Literature, rhetoric & criticism",
                startsWith(Book_ID, "81") ~ "American literature in English",
                startsWith(Book_ID, "82") ~ "English & Old English literatures",
                startsWith(Book_ID, "83") ~ "German & related literatures",
                startsWith(Book_ID, "84") ~ "French & related literatures",
                startsWith(Book_ID, "85") ~ "Italian, Romanian & related literatures",
                startsWith(Book_ID, "86") ~ "Spanish, Portuguese, Galician literatures",
                startsWith(Book_ID, "87") ~ "Latin & Italic literatures",
                startsWith(Book_ID, "88") ~ "Classical & modern Greek literatures",
                startsWith(Book_ID, "89") ~ "Other literatures",
                startsWith(Book_ID, "90") ~ "History",
                startsWith(Book_ID, "91") ~ "Geography & travel",
                startsWith(Book_ID, "92") ~ "Biography & genealogy",
                startsWith(Book_ID, "93") ~ "History of ancient world",
                startsWith(Book_ID, "94") ~ "History of Europe",
                startsWith(Book_ID, "95") ~ "History of Asia",
                startsWith(Book_ID, "96") ~ "History of Africa",
                startsWith(Book_ID, "97") ~ "History of North America",
                startsWith(Book_ID, "98") ~ "History of South America",
                startsWith(Book_ID, "99") ~ "History of other areas",
                T ~ "Uncategorized")) %>% 
            mutate(Book_Type = factor(Book_Type))
        
        # General Categories
        
        data <- data %>% mutate(
            Category = case_when(
                startsWith(Book_ID, "0") ~ "Computer science, information & general works",
                startsWith(Book_ID, "1") ~ "Philosophy & psychology",
                startsWith(Book_ID, "2") ~ "Religion",
                startsWith(Book_ID, "3") ~ "Social Sciences",
                startsWith(Book_ID, "4") ~ "Language",
                startsWith(Book_ID, "5") ~ "Science",
                startsWith(Book_ID, "6") ~ "Technology",
                startsWith(Book_ID, "7") ~ "Arts & recreation",
                startsWith(Book_ID, "8") ~ "Literature",
                startsWith(Book_ID, "9") ~ "History & geography",
                T ~ "Uncategorized")) %>% 
            mutate(Book_Type = factor(Book_Type))
        
        # Clean Book Title
        data$Title <- sub("/.*", "", data$Title)
        data$Title <- str_to_title(data$Title)
        data$Author <- str_to_title(data$Author)
        
        data$acc <- NULL
            return(data)

    }, options = list( extensions = 'Buttons', buttons = 
                          list("copy", list(
                              extend = "collection"
                              , buttons = c("csv", "excel", "pdf")
                              , text = "Download")),pageLength = 10, info = FALSE, searchHighlight = TRUE))
    

 }
 # Run the app ----
 shinyApp(ui, server)
	library(shiny)
	library(tidyverse)
	library(gdata)
	library(stringr)
	library(readr)
	library(gsubfn)
	library(waiter)
	# Define UI for data upload app ----

	gif <- paste0("https://media1.tenor.com/images",
	"/cb27704982766b4f02691ea975d9a259/tenor.gif?itemid=11365139")

	loading_screen <- tagList(
	h3("Bear with me a second.", style = "color:gray;"),
	img(src = gif, height = "200px")
	)

	ui <- fluidPage(


	use_waiter(),
	waiter_on_busy(html = loading_screen, color = "white"), # App title ----
	titlePanel("Srishti Library Database"),

	# Sidebar layout with input and output definitions ----

	# Sidebar panel for inputs ----
	sidebarPanel(

	# Input: Select a file ----
	fileInput("file1", "Choose Library File",
	multiple = TRUE,
	accept = c("text/csv",
	"text/comma-separated-values,text/plain",
	".csv")),
	# Copy the line below to make a checkbox
	checkboxInput("checkbox", label = "Or Use default file", value = FALSE),

	# Horizontal line ----
	tags$hr(),

	numericInput("skiplines", "Number of Lines to Skip:", 10, min = 1, max = 100),

	# Horizontal line ----
	tags$hr(),



	),

	# Main panel for displaying outputs ----
	mainPanel(

	# Output: Data file ----
	dataTableOutput('myTable')
	)

	)


	# Define server logic to read selected file ----
	server <- function(input, output) {
	output$myTable <- renderDataTable({

	# input$file1 will be NULL initially. After the user selects
	# and uploads a file, head of that data file by default,
	# or all rows if selected, will be shown.
	if(input$checkbox == FALSE){
	req(input$file1)


	data <- readr::read_fwf(input$file1$datapath,
	fwf_empty(input$file1$datapath),
	skip = input$skiplines
	)}
	else {
	data <- readr::read_fwf("https://raw.githubusercontent.com/thedivtagguy/srishtilibrary/main/books_raw.txt", fwf_empty("https://raw.githubusercontent.com/thedivtagguy/srishtilibrary/main/books_raw.txt", col_names = c("Title")),skip = 10
	)
	}
	data <- data %>% rename(Title = X1)



	# Time to Separate those columns.
	# Remove Date Component to New Column
	data <- data %>% mutate(Date = str_extract(Title, "\\d+/\\d+/\\d+"))
	# Delete Date from main column
	data$Title <- gsub("\\d+/\\d+/\\d+", "", data$Title)
	# Extract Account No.
	data <- data %>% mutate(Account_No = str_extract(Title, "\\d{4,5}\\s"))
	data$Title <- gsub("\\d{4,5}\\s", "", data$Title) %>% trimws()

	# Rearrange Columns in the order Account_No, Title, Date
	data <- data[, c(3, 1, 2)]

	# Function to Fix Rows
	delim <- function(df, col_numb) {
	for (i in nrow(df):2) {
	if (is.na(df[i, (col_numb - 1)])) {
	if (!is.na(df[i, (col_numb)])) {
	paste(df[i - 1, col_numb], df[i, col_numb], sep = ' ') -> df[i - 1, col_numb]
	NA -> df[i, col_numb]
	}
	}
	}
	df
	}

	# Fix Rows
	data <- data %>%
	as_tibble() %>%
	mutate(across(everything(), na_if, "")) %>%
	delim(2) %>%
	drop_na()


	data$acc <- gsub("\\s+"," ",data$Title)


	# Separate Authors from Title Column
	data <- data %>%
	dplyr::mutate(Author = str_extract(Title, "[^/]+$"))


	# Extract Book ID
	data <- data %>% mutate(Book_ID = str_extract(Author, "\\d+\\.\\d"))


	# Delete Book ID from Author Column
	data$Author <- gsub("\\d+\\.\\d", "", data$Author)
	data$Title <- gsub("\\d+\\.\\d", "", data$Title)

	# Delete the author abbreviations and weird Et al lines.
	data$Author <- gsub(" .*", "", data$Author)
	data$Title <- gsub(" .*", "", data$Title)
	data$Author <- gsub("Et al", "", data$Author)
	data$Author <- gsub("ED", "", data$Author)
	data$Author <- gsub("\\(", "", data$Author)
	data$Author <- gsub("\\)", "", data$Author)
	data$Author <- gsub("Et. al.,", "", data$Author)
	data$Author <- gsub("ET AL", "", data$Author)
	data$Author <- gsub("& Et", "", data$Author)
	data$Author <- gsub("\\s\\.", "", data$Author)
	data$Author <- gsub("Fic", "", data$Author)
	data$Author <- gsub("\\s([A-Z]+[A-Za-z]{2})\\s", "", data$Author)


	# Delete Where Author Names and Titles are Same
	i <- 1
	for (i in 1:length(data)){
	if(data$Title[i] == data$Author[i]) data$Author[i] = NA
	}

	# Remove extra punctuation in author column
	data$Author <- gsub("\\.$\|\\,$", "", data$Author, ignore.case = TRUE)




	# Add Space After Comma for Authors
	data$Author <- textclean::add_comma_space(data$Author) %>% trimws()

	# Classify Books
	data <- data %>% mutate(
	Book_Type = case_when(
	startsWith(Book_ID, "00") ~ "Computer science, knowledge & systems",
	startsWith(Book_ID, "01") ~ "Bibliographies",
	startsWith(Book_ID, "02") ~ "Library & Information Sciences",
	startsWith(Book_ID, "03") ~ "Encyclopedias & books of facts",
	startsWith(Book_ID, "04") ~ "Unassigned",
	startsWith(Book_ID, "05") ~ "Magazines, journals & serials",
	startsWith(Book_ID, "06") ~ "Associations, organizations & museums",
	startsWith(Book_ID, "07") ~ "News media, journalism & publishing",
	startsWith(Book_ID, "08") ~ "Quotations",
	startsWith(Book_ID, "09") ~ "Manuscripts & rare books",
	startsWith(Book_ID, "10") ~ "Philosophy",
	startsWith(Book_ID, "11") ~ "Metaphysics",
	startsWith(Book_ID, "12") ~ "Epistemology",
	startsWith(Book_ID, "13") ~ "Parapsychology & occultism",
	startsWith(Book_ID, "14") ~ "Philosophical schools of thought",
	startsWith(Book_ID, "15") ~ "Psychology",
	startsWith(Book_ID, "16") ~ "Philosophical logic",
	startsWith(Book_ID, "17") ~ "Ethics",
	startsWith(Book_ID, "18") ~ "Ancient, medieval, eastern philosophy",
	startsWith(Book_ID, "19") ~ "Modern Western philosophy",
	startsWith(Book_ID, "20") ~ "Religion",
	startsWith(Book_ID, "21") ~ "Philosophy & theory of religion",
	startsWith(Book_ID, "22") ~ "Bible",
	startsWith(Book_ID, "23") ~ "Christianity",
	startsWith(Book_ID, "24") ~ "Christian practice & observance",
	startsWith(Book_ID, "25") ~ "Christian orders & local church",
	startsWith(Book_ID, "26") ~ "Social & ecclesiastical theology",
	startsWith(Book_ID, "27") ~ "History of Christianity",
	startsWith(Book_ID, "28") ~ "Christian denominations",
	startsWith(Book_ID, "29") ~ "Other religions",
	startsWith(Book_ID, "30") ~ "Social sciences, sociology & anthropology",
	startsWith(Book_ID, "31") ~ "Statistics",
	startsWith(Book_ID, "32") ~ "Political science",
	startsWith(Book_ID, "33") ~ "Economics",
	startsWith(Book_ID, "34") ~ "Law",
	startsWith(Book_ID, "35") ~ "Public administration & military science",
	startsWith(Book_ID, "36") ~ "Social problems & services",
	startsWith(Book_ID, "37") ~ "Education",
	startsWith(Book_ID, "38") ~ "Commerce, communications & transportation",
	startsWith(Book_ID, "39") ~ "Customs, etiquette, folklore",
	startsWith(Book_ID, "40") ~ "Language",
	startsWith(Book_ID, "41") ~ "Linguistics",
	startsWith(Book_ID, "42") ~ "English & Old English languages",
	startsWith(Book_ID, "43") ~ "German and related languages",
	startsWith(Book_ID, "44") ~ "French & related languages",
	startsWith(Book_ID, "45") ~ "Italian, Romanian & related languages",
	startsWith(Book_ID, "46") ~ "Spanish, Portuguese, Galician",
	startsWith(Book_ID, "47") ~ "Latin & related Italic languages",
	startsWith(Book_ID, "48") ~ "Classical & modern Greek languages",
	startsWith(Book_ID, "49") ~ "Other languages",
	startsWith(Book_ID, "50") ~ "Science",
	startsWith(Book_ID, "51") ~ "Mathematics",
	startsWith(Book_ID, "52") ~ "Astronomy",
	startsWith(Book_ID, "53") ~ "Physics",
	startsWith(Book_ID, "54") ~ "Chemistry",
	startsWith(Book_ID, "55") ~ "Earth sciences",
	startsWith(Book_ID, "56") ~ "Fossils & prehistoric life",
	startsWith(Book_ID, "57") ~ "Biology",
	startsWith(Book_ID, "58") ~ "Plants",
	startsWith(Book_ID, "59") ~ "Animals",
	startsWith(Book_ID, "60") ~ "Technology",
	startsWith(Book_ID, "61") ~ "Medicine",
	startsWith(Book_ID, "62") ~ "Engineering",
	startsWith(Book_ID, "63") ~ "Agriculture",
	startsWith(Book_ID, "64") ~ "Home & family management",
	startsWith(Book_ID, "65") ~ "Management & Public Relations",
	startsWith(Book_ID, "66") ~ "Chemical Engineering",
	startsWith(Book_ID, "67") ~ "Manufacturing",
	startsWith(Book_ID, "68") ~ "Manufacture for specific uses",
	startsWith(Book_ID, "69") ~ "Construction of buildings",
	startsWith(Book_ID, "70") ~ "Arts",
	startsWith(Book_ID, "71") ~ "Area planning & landscape architecture",
	startsWith(Book_ID, "72") ~ "Architecture",
	startsWith(Book_ID, "73") ~ "Sculpture, ceramics & metalwork",
	startsWith(Book_ID, "74") ~ "Graphic arts & decorative arts",
	startsWith(Book_ID, "75") ~ "Painting",
	startsWith(Book_ID, "76") ~ "Printmaking & prints",
	startsWith(Book_ID, "77") ~ "Photography, computer art, film, video",
	startsWith(Book_ID, "78") ~ "Music",
	startsWith(Book_ID, "79") ~ "Outline of sports, games & entertainment",
	startsWith(Book_ID, "80") ~ "Literature, rhetoric & criticism",
	startsWith(Book_ID, "81") ~ "American literature in English",
	startsWith(Book_ID, "82") ~ "English & Old English literatures",
	startsWith(Book_ID, "83") ~ "German & related literatures",
	startsWith(Book_ID, "84") ~ "French & related literatures",
	startsWith(Book_ID, "85") ~ "Italian, Romanian & related literatures",
	startsWith(Book_ID, "86") ~ "Spanish, Portuguese, Galician literatures",
	startsWith(Book_ID, "87") ~ "Latin & Italic literatures",
	startsWith(Book_ID, "88") ~ "Classical & modern Greek literatures",
	startsWith(Book_ID, "89") ~ "Other literatures",
	startsWith(Book_ID, "90") ~ "History",
	startsWith(Book_ID, "91") ~ "Geography & travel",
	startsWith(Book_ID, "92") ~ "Biography & genealogy",
	startsWith(Book_ID, "93") ~ "History of ancient world",
	startsWith(Book_ID, "94") ~ "History of Europe",
	startsWith(Book_ID, "95") ~ "History of Asia",
	startsWith(Book_ID, "96") ~ "History of Africa",
	startsWith(Book_ID, "97") ~ "History of North America",
	startsWith(Book_ID, "98") ~ "History of South America",
	startsWith(Book_ID, "99") ~ "History of other areas",
	T ~ "Uncategorized")) %>%
	mutate(Book_Type = factor(Book_Type))

	# General Categories

	data <- data %>% mutate(
	Category = case_when(
	startsWith(Book_ID, "0") ~ "Computer science, information & general works",
	startsWith(Book_ID, "1") ~ "Philosophy & psychology",
	startsWith(Book_ID, "2") ~ "Religion",
	startsWith(Book_ID, "3") ~ "Social Sciences",
	startsWith(Book_ID, "4") ~ "Language",
	startsWith(Book_ID, "5") ~ "Science",
	startsWith(Book_ID, "6") ~ "Technology",
	startsWith(Book_ID, "7") ~ "Arts & recreation",
	startsWith(Book_ID, "8") ~ "Literature",
	startsWith(Book_ID, "9") ~ "History & geography",
	T ~ "Uncategorized")) %>%
	mutate(Book_Type = factor(Book_Type))

	# Clean Book Title
	data$Title <- sub("/.*", "", data$Title)
	data$Title <- str_to_title(data$Title)
	data$Author <- str_to_title(data$Author)

	data$acc <- NULL
	return(data)

	}, options = list( extensions = 'Buttons', buttons =
	list("copy", list(
	extend = "collection"
	, buttons = c("csv", "excel", "pdf")
	, text = "Download")),pageLength = 10, info = FALSE, searchHighlight = TRUE))


	}
	# Run the app ----
	shinyApp(ui, server)