fdicdata

The fdicdata R package provides a set of functions for working with data from the Federal Deposit Insurance Corporation (FDIC), including retrieving financial data for FDIC-insured institutions and accessing the data taxonomy.

Installation

From CRAN

install.packages("fdicdata")

From GitHub

remotes::install_github("Visbanking/fdicdata",ref="main")

Examples

Taxonomy

dataTaxonomy("financial")

Institutions

# Getting all data
getInstitutionsAll()

# Get data for specific bank (name uses fuzzy match "Iland"~"Island") 
getInstitution(name = "Bank of America", fields = c("NAME", "CITY", "STATE"))

Location

# Get location information for a bank with CERT number 3850
getLocation(3850)

# Get location information for a bank with CERT number 3850 and fields "NAME", "CITY", and "ZIP"
getLocation(3850, fields = c("NAME", "CITY", "ZIP"))
# Getting all location data for a bank.
getLocation(3850 ,fields = dataTaxonomy("location")$Name)

History

getHistory(CERT_or_NAME = 3850, c("INSTNAME","CERT","PCITY","PSTALP","PZIP5"))
getHistory("Iland",fields=c("INSTNAME","CERT","PCITY","PSTALP","PZIP5"),CERT=FALSE)
# Get data for specific bank (CERT_or_NAME uses fuzzy match "Iland"~"Island") 

getHistory(CERT_or_NAME = "JP Morgan", fields =c("INSTNAME","CERT","PCITY","PSTALP","PZIP5"), CERT = FALSE)

Summary

getSummary(c("West Virginia", "Delaware", "Alabama"), c(2015, 2016), c("ASSET", "INTINC"))

Financial

library(fdicdata)
getFinancials(37,"ASSET")

getAllFinancials <- function(IDRSSD_or_CERT,metrics,limit=5){
  all_financials_banks <- data.frame()
  feds <- IDRSSD_or_CERT
  n_feds <- length(feds)
  for (j in 1:n_feds) {
    i <- feds[j]
    message(paste("Processing", i, "(", j, "of", n_feds, ")"))
    retry <- 0
    success <- FALSE
    while (!success && retry < 3) {
      tryCatch({
        suppressWarnings({
          all_financials_single_bank <- getFinancials(i, metrics, limit = limit)
        })
        all_financials_banks <- rbind(all_financials_single_bank, all_financials_banks)
        message(paste(i, "added to data"))
        success <- TRUE
      }, error = function(e) {
        message(paste("API rejected the request, retrying in 3 minutes..."))
        Sys.sleep( sample(1:30, 1))
        retry <<- retry + 1
      })
    }
    if (!success) {
      message(paste("Could not add", i, "to data after 3 tries"))
    }
  }
  return(all_financials_banks)
}
financial_taxonomy <- dataTaxonomy("financial")
# FDIC Bank Find Suite API limits the data user can pull at once
getAllFinancials(c(37,242),financial_taxonomy$Name[1:100])

Failure

getFailures(c("CERT", "NAME", "FAILDATE", "CITY", "STATE"), range = c(2010, 2015))