# construct sql query branch <- params$branch statement <- glue::glue_sql("SELECT * from financials WHERE branch == {branch}", .con = db) mydata <- DBI::dbGetQuery(conn = db, statement = statement)
# wrangle data right_now <- paste0(this_year, "-", this_month) final <- mydata %>% dplyr::filter(date == right_now) %>% dplyr::rename('Branch' = branch, 'Loans & Leases' = loans_leases, 'Debt Securities' = debt_sec, 'Other Interest Income' = other_int_income, 'Deposits' = deposits, 'Long-term Debt' = long_term_debt, 'Card Income' = card_income, 'Service Charges' = svc_charges, 'Personnel' = personnel, 'Occupancy' = occupancy, 'Marketing' = marketing) %>% dplyr::mutate(`Total Interest Income` = `Loans & Leases` + `Debt Securities` + `Other Interest Income`, `Total Interest Expense` = Deposits + `Long-term Debt`, `Net Interest Income` = `Total Interest Income` - `Total Interest Expense`, `Total Noninterest Income` = `Card Income` + `Service Charges`, `Total Revenue, Net of Interest Income` = `Total Noninterest Income` + `Net Interest Income`, `Total Noninterest Expense` = Personnel + Occupancy + Marketing, `Net Income` = `Total Revenue, Net of Interest Income` - `Total Noninterest Expense`) %>% dplyr::mutate_if(.predicate = is.numeric, scales::dollar) %>% dplyr::select('Loans & Leases','Debt Securities', 'Other Interest Income', 'Total Interest Income', 'Deposits', 'Long-term Debt', 'Total Interest Expense', 'Net Interest Income', 'Card Income', 'Service Charges', 'Total Noninterest Income', 'Total Revenue, Net of Interest Income', 'Personnel', 'Occupancy', 'Marketing', 'Total Noninterest Expense', 'Net Income') %>% data.table::transpose(keep.names = "Fields") names(final) <- c("", right_now)
final_kable <- final %>% knitr::kable("latex", booktabs = T, longtable = T, align = c("l","r")) %>% kableExtra::kable_styling( latex_options = c("scale_down"), position = "left", full_width = T ) %>% kableExtra::kable_styling(font_size = 12) %>% kableExtra::row_spec(4, bold = T) %>% kableExtra::row_spec(7, bold = T) %>% kableExtra::row_spec(8, bold = T) %>% kableExtra::row_spec(11, bold = T) %>% kableExtra::row_spec(12, bold = T) %>% kableExtra::row_spec(16, bold = T) %>% kableExtra::row_spec(17, bold = T) %>% kableExtra::pack_rows(group_label = "Interest Income", start_row = 1, end_row = 4) %>% kableExtra::pack_rows(group_label = "Interest Expense", start_row = 5, end_row = 8) %>% kableExtra::pack_rows(group_label = "Noninterest Income", start_row = 9, end_row = 12) %>% kableExtra::pack_rows(group_label = "Noninterest Expense", start_row = 13, end_row = 16) final_kable
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