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142 lines
6.3 KiB
142 lines
6.3 KiB
# Module for a graph
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# Module to show some stats
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basicstatUI <- function(id) {
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ns <- NS(id)
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fluidRow(
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h3("No of Assets"),
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br(),
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p(
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"This section shows some basic information about the portfolio."
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),
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plotOutput(ns("statplot")),
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verbatimTextOutput(ns("balancetext"))
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)
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}
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basicstatServer <- function(id, dt) {
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moduleServer(id,
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function(input, output, session) {
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df <- reactive({
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dt %>%
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ungroup() %>%
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arrange(id, report_date) %>%
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group_by(id) %>%
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slice_max(report_date, n = 1) %>%
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mutate(yr = lubridate::year(origination_date))
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})
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output$statplot <- renderPlot({
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req(!is.null(df))
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withProgress(message = "Plotting some graphs",
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detail = "Won't take long",
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value = 0,
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{
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setProgress(value = 1, message = "1 of 3..")
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p1 <-
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df() %>%
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group_by(yr, loan_status) %>%
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summarise(no_of_loans = n()) %>%
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ungroup() %>%
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ggplot(aes(
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x = yr,
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y = no_of_loans,
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label = no_of_loans,
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fill = factor(
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loan_status,
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levels = c("0", "1"),
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labels = c("Good", "Bad")
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)
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)) +
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geom_col(position = "dodge") +
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geom_text(aes(y = no_of_loans + 20), position = position_dodge(width = 1)) +
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labs(title = "No. of assets by year",
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x = "Year",
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y = "#") +
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theme_bw() +
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theme(legend.position = "none")
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setProgress(value = 2, message = "2 of 3..")
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p2 <-
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df() %>%
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group_by(asset_type, loan_status) %>%
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summarise(no_of_loans = n()) %>%
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ungroup() %>%
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ggplot(aes(
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x = asset_type,
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y = no_of_loans,
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label = no_of_loans,
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fill = factor(
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loan_status,
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levels = c("0", "1"),
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labels = c("Good", "Bad")
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)
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)) +
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geom_col(position = "dodge") +
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geom_text(aes(y = no_of_loans + 20), position = position_dodge(width = 1)) +
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labs(title = "No. of assets by asset type",
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x = "Asset Type",
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y = "#") +
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theme_bw() +
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theme(legend.position = "none")
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setProgress(value = 3, message = "3 of 3..")
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p3 <-
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df() %>%
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group_by(customer_type, loan_status) %>%
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summarise(no_of_loans = n()) %>%
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ungroup() %>%
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ggplot(
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aes(
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x = customer_type,
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y = no_of_loans,
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label = no_of_loans,
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fill = factor(
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loan_status,
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levels = c("0", "1"),
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labels = c("Good", "Bad")
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)
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)
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) +
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geom_col(position = "dodge") +
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geom_text(aes(y = no_of_loans + 20), position = position_dodge(width = 1)) +
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labs(title = "No. of assets by customer type",
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x = "Customer Type",
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y = "#") +
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theme_bw() +
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theme(legend.position = "bottom",
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legend.title = element_blank())
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setProgress(value = 4, message = "Patching..")
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p4 <- p1 / (p2 | p3)
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setProgress(value = 5, message = "Done..")
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})
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p4
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})
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output$balancetext <- renderText({
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paste0(
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"Total assets (no.): ",
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length(unique(df()$id)) ,
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"\n",
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"Total balance outstanding: ",
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round(sum(df()$balance) / 1000000, 2),
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" M"
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)
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})
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})
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}
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