Anna’s Dissertation Code
Anna
2024-10-13
library(knitr)
knitr::opts_chunk$set(error = TRUE) # Set global option to continue knitting even if errors occurLoading packages and libraries
library(tidyverse)## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr 1.1.4 ✔ readr 2.1.5
## ✔ forcats 1.0.0 ✔ stringr 1.5.1
## ✔ ggplot2 3.5.1 ✔ tibble 3.2.1
## ✔ lubridate 1.9.3 ✔ tidyr 1.3.1
## ✔ purrr 1.0.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errorslibrary(readr)
library(conflicted) #loads conflicted package to provide conflicted resolution strategy to tidyverse package
library(dplyr)
library(tibble) #For tibble formatting
library(lubridate) #For date formatting
library(clock)
library(stringr)
library(tidyr)
library(datasets)
library(DT)
library(ggplot2)Importing datasets, assing variables to each dataset and convert them to tibbles for easier read.
#Import PRC Dataset and assign to variable
PRC2024 <- read.csv("PRC2024.csv")Summary of PRC2024 dataset
summary(PRC2024)## Index Name.of.Entity Likely.Duplicate.Breach Source
## Min. : 1 Length:35167 Length:35167 Length:35167
## 1st Qu.: 8792 Class :character Class :character Class :character
## Median :17584 Mode :character Mode :character Mode :character
## Mean :17584
## 3rd Qu.:26376
## Max. :35167
##
## Reported.Date.Month Reported.Date.Day Reported.Date.Year Date.of.Breach.Month
## Length:35167 Min. : 1.00 Min. : 37 Length:35167
## Class :character 1st Qu.: 8.00 1st Qu.:2016 Class :character
## Mode :character Median :15.00 Median :2018 Mode :character
## Mean :15.57 Mean :2018
## 3rd Qu.:23.00 3rd Qu.:2020
## Max. :31.00 Max. :2023
## NA's :621 NA's :2488
## Date.of.Breach.Day Date.of.Breach.Year Organization.Type
## Min. : 0.00 Min. : 0 Length:35167
## 1st Qu.: 6.00 1st Qu.:2016 Class :character
## Median :13.00 Median :2018 Mode :character
## Mean :14.32 Mean :2018
## 3rd Qu.:22.00 3rd Qu.:2020
## Max. :31.00 Max. :2023
## NA's :8015 NA's :9842
## Organization.Type.Explanation Breach.Type Breach.Impute
## Length:35167 Length:35167 Length:35167
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
##
## Breach.Type.Explanation Max.Records.Impacted Max.Records.Impacted.Explanation
## Length:35167 Length:35167 Length:35167
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
##
## Description Information.Types Encryption.Status
## Length:35167 Length:35167 Length:35167
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
##
## Information.Types.Description breach_location_street breach_location_city
## Length:35167 Length:35167 Length:35167
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
##
## breach_location_state breach_location_ZIP breach_location_country
## Length:35167 Length:35167 Length:35167
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
##
## breach_location_explanation Records.Impacted.From.Source
## Length:35167 Length:35167
## Class :character Class :character
## Mode :character Mode :character
##
##
##
##
## State.Records.Impacted.from.Source Notification.URL PDF
## Length:35167 Length:35167 Length:35167
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
##
## DBA.UUID Date.of.Breach.End.Month Date.of.Breach.End.Day
## Length:35167 Length:35167 Min. : 1.00
## Class :character Class :character 1st Qu.: 8.00
## Mode :character Mode :character Median :15.00
## Mean :15.26
## 3rd Qu.:23.00
## Max. :31.00
## NA's :23937
## Date.of.Breach.End.Year Total.Records.Impacted.From.Letter
## Min. : 31 Length:35167
## 1st Qu.:2016 Class :character
## Median :2018 Mode :character
## Mean :2017
## 3rd Qu.:2019
## Max. :2023
## NA's :24588
## State.Records.Impacted.from.Letter Description.of.Breach
## Length:35167 Length:35167
## Class :character Class :character
## Mode :character Mode :character
##
##
##
## str(PRC2024)## 'data.frame': 35167 obs. of 38 variables:
## $ Index : int 1 2 3 4 5 6 7 8 9 10 ...
## $ Name.of.Entity : chr "STRATA Trust Company" "Gannett Company Inc." "Somerset County" "Bed Bath & Beyond Inc." ...
## $ Likely.Duplicate.Breach : chr "" "Gannett_Company_Inc.-6fc8ae0a-89e2-4dbd-8f05-cce0458c40f2" "" "Bed_Bath_&_Beyond_Inc.-0bf67bf4-6042-4d0c-ae4d-52a8010cc0b6" ...
## $ Source : chr "CA" "IA" "IN" "ME" ...
## $ Reported.Date.Month : chr "7" "4" "9" "2" ...
## $ Reported.Date.Day : int 17 28 28 13 2 4 18 18 5 1 ...
## $ Reported.Date.Year : int 2020 2017 2022 2018 2023 2017 2017 2013 2018 2022 ...
## $ Date.of.Breach.Month : chr "2" "3" "5" "11" ...
## $ Date.of.Breach.Day : int 10 30 19 21 5 16 19 10 5 1 ...
## $ Date.of.Breach.Year : int 2020 2017 2022 2017 2023 2017 2016 2013 2018 2021 ...
## $ Organization.Type : chr "BSF" "BSO" "GOV" "BSR" ...
## $ Organization.Type.Explanation : chr "STRATA Trust Company is a trust company, which suggests it manages investments, financial assets, and other services typically "Gannett Company, Inc. is primarily a media company involved in publishing industries, making it a BSO type of organization." "The name 'Somerset County' indicates it is a local government entity, as counties are typically administrative divisions within "Bed Bath & Beyond Inc. is a retail business, which falls into the category of Retail Businesses (BSR)." ...
## $ Breach.Type : chr "HACK" "HACK" "UNKN" "UNKN" ...
## $ Breach.Impute : chr "HACK" "HACK" "INSD" "CARD" ...
## $ Breach.Type.Explanation : chr "The description of the breach indicates that there was 'unusual activity involving an employee email account in"| __truncated__ "The breach was a result of a phishing attack targeting HR department members which led to the compromise of Off"| __truncated__ "The breach type is classified as 'UNKN' due to the lack of specific information given about the nature of the b"| __truncated__ "Insufficient details about the breach are provided. It is unclear whether it was a hacking incident, an interna"| __truncated__ ...
## $ Max.Records.Impacted : chr "UNKN" "18100" "14599" "1" ...
## $ Max.Records.Impacted.Explanation : chr "There is no numerical information provided in either the source or the letter regarding the total or state reco"| __truncated__ "The data breach notification letter states that approximately 18,100 individuals were affected by this incident"| __truncated__ "The maximum number of records impacted is determined to be 14,599, which is the total provided from the source."| __truncated__ "Although the total records impacted are not provided, the source states that there was 1 state record impacted."| __truncated__ ...
## $ Description : chr "" "" "" "" ...
## $ Information.Types : chr "[{type: UNKN" "[{type: IDENTIFIER" "[{type: UNKN" "[{type: UNKN" ...
## $ Encryption.Status : chr " UNENCRYPTED" " UNENCRYPTED" " UNKN" " UNKN" ...
## $ Information.Types.Description : chr " The specific types of information affected were not disclosed in the provided breach notification letter, only"| __truncated__ " Names and contact information were involved in the breach.}" " No specific information about the types of information exposed in the breach is provided.}]" " The data breach notification provides no details regarding the types of information that were impacted in the breach.}]" ...
## $ breach_location_street : chr "7901 Woodway Drive" "7950 Jones Branch Dr." "UNKN" "UNKN" ...
## $ breach_location_city : chr "Waco" "McLean" "UNKN" "UNKN" ...
## $ breach_location_state : chr "Texas" "Virginia" "UNKN" "New Jersey" ...
## $ breach_location_ZIP : chr "76712" "22107" "UNKN" "7068" ...
## $ breach_location_country : chr "United States" "United States" "United States" "United States" ...
## $ breach_location_explanation : chr "The Data Breach Notification Letter provided a full address '7901 Woodway Drive, Waco, TX 76712' which is associated with STRAT "The location information is provided at the end of the data breach notification letter where Pat McClanahan, Vice President of "The breach notification does not include specific location details such as street, city, state, or zip code. However, given the "The breach notification does not provide specific location details for Bed Bath & Beyond Inc. However, as of the knowledge cuto ...
## $ Records.Impacted.From.Source : chr "UNKN" "UNKN" "14599" "UNKN" ...
## $ State.Records.Impacted.from.Source: chr "UNKN" "UNKN" "7" "1" ...
## $ Notification.URL : chr "https://oag.ca.gov/system/files/Frontier%20Bancshares%20-%20Consumer%20Notification%20Letter%20%28California%29_1.pdf" "https://www.iowaattorneygeneral.gov/media/cms/Gannett_Company_Inc_9F9AE233E1850.pdf" "" "" ...
## $ PDF : chr "https://databreacharchives.com/api/v1/pdf/CA\\strata_trust_company_0004903038160326516112cf45332a8c.pdf" "https://databreacharchives.com/api/v1/pdf/IA\\gannett_company_inc.pdf" "" "" ...
## $ DBA.UUID : chr "0004903038160326516112cf45332a8c" "0007779852bc8744eccf01b3c3d6d67a" "0007f1d701325fc8f0f07ce1d5286755" "0008303654e1c86c0a084229875c4953" ...
## $ Date.of.Breach.End.Month : chr "2" "UNKN" "UNKN" "12" ...
## $ Date.of.Breach.End.Day : int 11 NA NA 8 NA 25 NA NA 5 18 ...
## $ Date.of.Breach.End.Year : int 2020 NA NA 2017 NA 2017 NA NA 2018 2021 ...
## $ Total.Records.Impacted.From.Letter: chr "UNKN" "18100" "UNKN" "UNKN" ...
## $ State.Records.Impacted.from.Letter: chr "UNKN" "634" "UNKN" "UNKN" ...
## $ Description.of.Breach : chr "STRATA Trust Company experienced unusual activity involving an employee email account indicating unauthorized a"| __truncated__ "Gannett Company, Inc. experienced a phishing attack compromising the Office 365 and email account credentials o"| __truncated__ "The breach at Somerset County occurred on May 19, 2022, and was reported on September 28, 2022. There is no spe"| __truncated__ "Bed Bath & Beyond Inc. experienced a data breach between November 21, 2017, and December 8, 2017, which was dis"| __truncated__ ...view(PRC2024)Rename variables
# Assuming 'my_data' is your data frame
# And you want to rename 'old_name1' to 'new_name1' and 'old_name2' to 'new_name2'
# Rename columns
colnames(PRC2024) <- c("Index", "Name.of.Entity", "Likely.Duplicate.Breach", "Source", "Reported.Date.Month","Reported.Date.Day","Reported.Date.Year","Date.of.Breach.Month", "Date.of.Breach.Day", "Date.of.Breach.Year", "Organization.Type", "Organization.Type.Explanation", "Breach.Type","Breach.Impute" ,"Breach.Type.Explanation", "Max.Records.Impacted", "Max.Records.Impacted.Explanation", "Description", "Information.Types","Encryption.Status","Information.Types.Description", "breach.location.street", "breach.location.city", "State", "breach.location.ZIP","breach.location.country","breach.location.explanation", "Records.Impacted.From.Source", "State.Records.Impacted.from.Source", "Notification.URL", "PDF", "DBAUUID", "Date.of.Breach.End.Month","Date.of.Breach.End.Day","Date.of.Breach.End.Year","Total.Records.Impacted.From.Letter", "State.Records.Impacted.from.Letter", "Description.of.Breach" )
# View the data frame with the new column namesCode to transform the variables in the PRC2024 dataset from factors to their corresponding variable types.
PRC2024$Index <- as.numeric(PRC2024$Index)
PRC2024$Name.of.Entity <- as.character(PRC2024$Name.of.Entity)
PRC2024$Likely.Duplicate.Breach <- as.character(PRC2024$Likely.Duplicate.Breach)
PRC2024$Source <- as.character(PRC2024$Source)
PRC2024$Reported.Date.Month <- as.numeric(PRC2024$Reported.Date.Month)## Warning: NAs introduced by coercionPRC2024$Reported.Date.Day <- as.numeric(PRC2024$Reported.Date.Day)
PRC2024$Reported.Date.Year <- as.numeric(PRC2024$Reported.Date.Year)
PRC2024$Date.of.Breach.Month <- as.numeric(PRC2024$Date.of.Breach.End.Month)## Warning: NAs introduced by coercionPRC2024$Date.of.Breach.Day <- as.numeric(PRC2024$Date.of.Breach.End.Day)
PRC2024$Date.of.Breach.Year <- as.numeric(PRC2024$Date.of.Breach.End.Year)
PRC2024$Organization.Type <- as.character(PRC2024$Organization.Type)
PRC2024$Organization.Type.Explanation <- as.character(PRC2024$Organization.Type.Explanation)
PRC2024$Breach.Type <- as.character(PRC2024$Breach.Type)
PRC2024$Breach.Impute <- as.character(PRC2024$Breach.Impute)
PRC2024$Breach.Type.Explanation <- as.character(PRC2024$Breach.Type.Explanation)
PRC2024$Max.Records.Impacted <- as.numeric(PRC2024$Max.Records.Impacted) ## Warning: NAs introduced by coercionPRC2024$Max.Records.Impacted.Explanation <- as.character(PRC2024$Max.Records.Impacted.Explanation)
PRC2024$Information.Types <- as.character(PRC2024$Information.Types)
PRC2024$Encryption.Status <- as.character(PRC2024$Encryption.Status)
PRC2024$Information.Types.Description <- as.character(PRC2024$Information.Types.Description)
PRC2024$Description <- as.character(PRC2024$Description)
PRC2024$breach.location.street <- as.character(PRC2024$breach.location.street)
PRC2024$breach.location.city <- as.character(PRC2024$breach.location.city)
PRC2024$State <- as.character(PRC2024$State)
PRC2024$breach.location.ZIP <- as.numeric(PRC2024$breach.location.ZIP)## Warning: NAs introduced by coercionPRC2024$breach.location.country <- as.character(PRC2024$breach.location.country)
PRC2024$breach.location.explanation <- as.character(PRC2024$breach.location.explanation)
PRC2024$Records.Impacted.From.Source <- as.character(PRC2024$Records.Impacted.From.Source)
PRC2024$State.Records.Impacted.from.Source <- as.numeric(PRC2024$State.Records.Impacted.from.Source)## Warning: NAs introduced by coercionPRC2024$Notification.URL <- as.numeric(PRC2024$Notification.URL)## Warning: NAs introduced by coercionPRC2024$PDF <- as.character(PRC2024$PDF)
PRC2024$DBAUUID <- as.character(PRC2024$DBAUUID)
PRC2024$Date.of.Breach.End.Month <- as.numeric(PRC2024$Date.of.Breach.End.Month)## Warning: NAs introduced by coercionPRC2024$Date.of.Breach.End.Day <- as.numeric(PRC2024$Date.of.Breach.End.Day)
PRC2024$Date.of.Breach.End.Year <- as.numeric(PRC2024$Date.of.Breach.End.Year)
PRC2024$Total.Records.Impacted.From.Letter<- as.numeric(PRC2024$Total.Records.Impacted.From.Letter)## Warning: NAs introduced by coercionPRC2024$State.Records.Impacted.from.Letter<- as.numeric(PRC2024$State.Records.Impacted.from.Letter)## Warning: NAs introduced by coercionPRC2024$Description.of.Breach <- as.character(PRC2024$Description.of.Breach)Merge Reported dates into one column and format correctly
# Combine the month, day, and year columns into a single date string
PRC2024$Reported.Date.String <- with(PRC2024, paste(Reported.Date.Month, Reported.Date.Day, Reported.Date.Year, sep = "/"))
# Convert the date string into a Date object
PRC2024$Reported.Date.New <- as.Date(PRC2024$Reported.Date.String, format = "%m/%d/%Y")
# The 'date' column will now have the combined dates in yyyy/mm/dd formatMerge Date of Breach into one column and format correctly
# Combine the month, day, and year columns into a single date string
PRC2024$Date.of.Breach.String <- with(PRC2024, paste(Date.of.Breach.Month, Date.of.Breach.Day, Date.of.Breach.Year, sep = "/"))
# Convert the date string into a Date object
PRC2024$Date.of.Breach.New <- as.Date(PRC2024$Date.of.Breach.String, format = "%m/%d/%Y")
# The 'date' column will now have the combined dates in yyyy/mm/dd formatMerge Date of Breach End into one column and format correctly
# Combine the month, day, and year columns into a single date string
PRC2024$Date.of.Breach.End.String <- with(PRC2024, paste(Date.of.Breach.End.Month, Date.of.Breach.End.Day, Date.of.Breach.End.Year, sep = "/"))
# Convert the date string into a Date object
PRC2024$Date.of.Breach.End.New <- as.Date(PRC2024$Date.of.Breach.End.String, format = "%m/%d/%Y")
# The 'date' column will now have the combined dates in yyyy/mm/dd formatChecking for missing values count
# Check for NAs in the entire dataset
nas_in_dataset <- colSums(is.na(PRC2024))
# Print the result
print(nas_in_dataset)## Index Name.of.Entity
## 0 0
## Likely.Duplicate.Breach Source
## 0 0
## Reported.Date.Month Reported.Date.Day
## 558 621
## Reported.Date.Year Date.of.Breach.Month
## 2488 23915
## Date.of.Breach.Day Date.of.Breach.Year
## 23937 24588
## Organization.Type Organization.Type.Explanation
## 0 0
## Breach.Type Breach.Impute
## 0 0
## Breach.Type.Explanation Max.Records.Impacted
## 0 8123
## Max.Records.Impacted.Explanation Description
## 0 0
## Information.Types Encryption.Status
## 0 0
## Information.Types.Description breach.location.street
## 0 0
## breach.location.city State
## 0 0
## breach.location.ZIP breach.location.country
## 27208 0
## breach.location.explanation Records.Impacted.From.Source
## 0 0
## State.Records.Impacted.from.Source Notification.URL
## 17254 35167
## PDF DBAUUID
## 0 0
## Date.of.Breach.End.Month Date.of.Breach.End.Day
## 23915 23937
## Date.of.Breach.End.Year Total.Records.Impacted.From.Letter
## 24588 32355
## State.Records.Impacted.from.Letter Description.of.Breach
## 29124 0
## Reported.Date.String Reported.Date.New
## 0 2489
## Date.of.Breach.String Date.of.Breach.New
## 0 24589
## Date.of.Breach.End.String Date.of.Breach.End.New
## 0 24589Remove not needed variables:
PRC2024$Likely.Duplicate.Breach <- NULL #Will remove Likely duplicate column
PRC2024$Reported.Date.Month <- NULL #
PRC2024$Reported.Date.Day <- NULL
PRC2024$Reported.Date.Year <- NULL
PRC2024$Date.of.Breach.Month <- NULL
PRC2024$Date.of.Breach.Day <- NULL
PRC2024$Date.of.Breach.Year <- NULL
PRC2024$Description <- NULL
PRC2024$breach.location.street <- NULL
PRC2024$breach.location.city <- NULL
PRC2024$breach.location.ZIP <- NULL
PRC2024$breach.location.country <- NULL
PRC2024$Records.Impacted.From.Source <- NULL
PRC2024$State.Records.Impacted.from.Source <- NULL
PRC2024$PDF <- NULL
PRC2024$Notification.URL <- NULL
PRC2024$DBAUUID <- NULL
PRC2024$Date.of.Breach.End.Day <- NULL
PRC2024$Date.of.Breach.End.Month <- NULL
PRC2024$Date.of.Breach.End.Year <- NULL
PRC2024$Total.Records.Impacted.From.Letter <- NULL
PRC2024$State.Records.Impacted.from.Source <- NULL
PRC2024$State.Records.Impacted.from.Letter <- NULLReplaces UNKN and various words on the State column with equivalent in source column
PRC2024$State <- ifelse(PRC2024$State == "UNKN", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "Unknown", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "Newfoundland and Labrador", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "BC", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "Berlin", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "British Columbia", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "Guangdong", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "New Providence", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "NS", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "Oneonta", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "Ontario", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "QC", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "Quebec", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "San Diego", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "State", PRC2024$Source, PRC2024$State)
PRC2024$State <- ifelse(PRC2024$State == "Zurich", PRC2024$Source, PRC2024$State)Substitute two letter states for full State name
PRC2024$State <- sub('HHS', 'Unkn', PRC2024$State)
PRC2024$State <- sub('CA', 'California', PRC2024$State)
PRC2024$State <- sub('DC', 'District of Columbia', PRC2024$State)
PRC2024$State <- sub('DE', 'Delaware', PRC2024$State)
PRC2024$State <- sub('NH', 'New Hampshire', PRC2024$State)
PRC2024$State <- sub('IA', 'Iowa', PRC2024$State)
PRC2024$State <- sub('IN', 'Indiana', PRC2024$State)
PRC2024$State <- sub('MT', 'Montana', PRC2024$State)
PRC2024$State <- sub('MA', 'Massachusetts', PRC2024$State)
PRC2024$State <- sub('MD', 'Maryland', PRC2024$State)
PRC2024$State <- sub('ME', 'Maine', PRC2024$State)
PRC2024$State <- sub('VT', 'Vermont', PRC2024$State)
PRC2024$State <- sub('WA', 'Washington', PRC2024$State)
PRC2024$State <- sub('WI', 'California', PRC2024$State)
PRC2024$State <- sub('TX', 'Texas', PRC2024$State)
PRC2024$State <- sub('NJ', 'New Jersey', PRC2024$State)
PRC2024$State <- sub('OR', 'Oregon', PRC2024$State)Split rows in the State column
library(tidyr)
# Use separate_rows to split the 'state' column, considering both comma and semicolon as delimiters
PRC2024 <- separate_rows(PRC2024, State, sep = "[,;]|\\band\\b")
# Trim whitespace that might occur after splitting
PRC2024$State <- trimws(PRC2024$State)This code removes [{“type”: from the beginning of the colum information type:
# Remove '[{"type":' from the beginning of each string in the specified column
PRC2024$Information.Types <- sub("^\\[\\{type:", "", PRC2024$Information.Types)
PRC2024$Information.Types <- gsub("\\[UNKN\\]", "UNKN", PRC2024$Information.Types)Removes “Encryption status from beggining of encrytion status colums
# Remove 'encryption_status' from the beginning of each entry in 'column_name'
PRC2024$Encryption.Status <- sub("^encryption_status:", "", PRC2024$Encryption.Status)Trims extra spaces in character columns
# Loop over all columns in the dataframe
PRC2024 <- lapply(PRC2024, function(x) {
# Check if the column is of character type
if (is.character(x)) {
# Attempt to convert encoding to UTF-8
x <- iconv(x, from = "latin1", to = "UTF-8", sub = "byte")
# Trim leading and trailing spaces from the character column
x <- trimws(x)
}
return(x)
})
# Convert the list back to a dataframe
PRC2024 <- as.data.frame(PRC2024)Removes [] from information types column
PRC2024$Information.Types <- gsub("\\[]", "", PRC2024$Information.Types)Replacing empty strings with NA’s
PRC2024[PRC2024 == ''] <- NA Replace NA values in columns with ‘unkn’
# Replace NA values in column 'a' with 'unkn'
PRC2024$Information.Types[is.na(PRC2024$Information.Types)] <- "UNKN"
PRC2024$Encryption.Status[is.na(PRC2024$Encryption.Status)] <- "UNKN"
PRC2024$Information.Types.Description[is.na(PRC2024$Information.Types.Description)] <- "UNKN"
PRC2024$Description.of.Breach[is.na(PRC2024$Description.of.Breach)] <- "UNKN"Count how many NAs in dataset
# Check for NAs in the entire dataset
nas_in_dataset <- colSums(is.na(PRC2024))
# Print the result
print(nas_in_dataset)## Index Name.of.Entity
## 0 0
## Source Organization.Type
## 0 0
## Organization.Type.Explanation Breach.Type
## 0 0
## Breach.Impute Breach.Type.Explanation
## 0 0
## Max.Records.Impacted Max.Records.Impacted.Explanation
## 8124 0
## Information.Types Encryption.Status
## 0 0
## Information.Types.Description State
## 0 0
## breach.location.explanation Description.of.Breach
## 0 0
## Reported.Date.String Reported.Date.New
## 0 2489
## Date.of.Breach.String Date.of.Breach.New
## 0 24592
## Date.of.Breach.End.String Date.of.Breach.End.New
## 0 24592view(PRC2024)Summary of max record impacted
summary(PRC2024$Max.Records.Impacted)## Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
## 0.000e+00 6.000e+00 3.700e+02 6.567e+05 2.944e+03 3.000e+09 8124Min. 1st Qu. Median Mean 3rd Qu. Max. NA’s 0.000e+00 6.000e+00 3.700e+02 6.567e+05 2.944e+03 3.000e+09 8124
Result of the summary of max records impacted is as follow: minimum is 0, first quartile (value below 25% of the data) is 6, median value is 370, mean, 656,700, 3rd quartile (value above 25% of the data) is 2,944 the max value in the data is 3 billion and there are 8,124 NA’s.
If org type is MED how many na’s
na_countMED <- sum(is.na(PRC2024$Max.Records.Impacted[PRC2024$Organization.Type == "MED"]))
print(na_countMED)## [1] 1319# 1319 answerRemoves the date of breach end of the dataset
PRC2024$Date.of.Breach.End.New <- NULL
PRC2024$Date.of.Breach.End.String <- NULL**
Because there too many NAs in the date of breach (24,592) and reported date (2,489) then the following must be applied depending on if the organization is a MED organization or not:
Let’s break down the requirements:
If the Organization.Type = MED and If Max.Records.Impacted >= 500 and If Reported.Date.New is NA and Date.of.Breach.New is not NA then Reported.Date.New = Date.of.Breach.New + 60 days
If the Organization.Type = MED and If Max.Records.Impacted >= 500 and If Reported.Date.New is not NA and If Date.of.Breach.New is NA then Date.of.Breach.New = Reported.Date.New - 60 days
If the Organization.Type is not MED and If Reported.Date.New is NA and Date.of.Breach.New is not NA then Reported.Date.New = Date.of.Breach.New + 30 days
If the Organization.Type is not MED and If Reported.Date.New is not NA and If Date.of.Breach.New is NA then Date.of.Breach.New = Reported.Date.New - 30 days
for (i in 1:nrow(PRC2024)) {
if (PRC2024$Organization.Type[i] == "MED" && !is.na(PRC2024$Max.Records.Impacted[i]) && PRC2024$Max.Records.Impacted[i] >= 500) {
if (is.na(PRC2024$Reported.Date.New[i]) && !is.na(PRC2024$Date.of.Breach.New[i])) {
PRC2024$Reported.Date.New[i] <- PRC2024$Date.of.Breach.New[i] + as.difftime(60, units = "days")
} else if (!is.na(PRC2024$Reported.Date.New[i]) && is.na(PRC2024$Date.of.Breach.New[i])) {
PRC2024$Date.of.Breach.New[i] <- PRC2024$Reported.Date.New[i] - as.difftime(60, units = "days")
}
} else if (PRC2024$Organization.Type[i] != "MED") {
if (is.na(PRC2024$Reported.Date.New[i]) && !is.na(PRC2024$Date.of.Breach.New[i])) {
PRC2024$Reported.Date.New[i] <- PRC2024$Date.of.Breach.New[i] + as.difftime(30, units = "days")
} else if (!is.na(PRC2024$Reported.Date.New[i]) && is.na(PRC2024$Date.of.Breach.New[i])) {
PRC2024$Date.of.Breach.New[i] <- PRC2024$Reported.Date.New[i] - as.difftime(30, units = "days")
}
}
}na_countDateBreach3 <- sum(is.na(PRC2024$Date.of.Breach.New))
na_countReported3 <- sum(is.na(PRC2024$Reported.Date.New))
print(na_countDateBreach3)## [1] 3736print(na_countReported3)## [1] 1891[1] 3736 [1] 1891
After the above code the number of NA’s in the date of breach new and the reported date are 3,736 and 1,891 respectively.
The new NA’s for MED organizations still 1319.
Extract the year from the date of breach column string since this column has more complete years
library(stringr)
PRC2024$Year.of.Breach <- str_extract(PRC2024$Date.of.Breach.New, "\\d{4}")
PRC2024$Year.of.Breach <- as.numeric(PRC2024$Year.of.Breach)Removes String columns
PRC2024$Date.of.Breach.String <- NULL
PRC2024$Reported.Date.String <- NULLClean up to the information types variable after EDA noted that the variables had empty strings that had to be corrected.
#PRC2024_clean$Information.Types[PRC2024_clean$Information.Types == ''] <- NA #PRC2024_clean$Information.Types[is.na(PRC2024_clean$Information.Types)] <- "UNKN"
#view(PRC2024_clean)Removes NA’s from Dataset
PRC2024_cleanV2 <- na.omit(PRC2024)
view(PRC2024_cleanV2)write.csv(PRC2024_cleanV2, "PRC2024_cleanV2.csv", row.names = FALSE)Count how many NAs in dataset
# Check for NAs in the entire dataset
nas_in_dataset_clean <- colSums(is.na(PRC2024_cleanV2))
# Print the result
print(nas_in_dataset_clean)## Index Name.of.Entity
## 0 0
## Source Organization.Type
## 0 0
## Organization.Type.Explanation Breach.Type
## 0 0
## Breach.Impute Breach.Type.Explanation
## 0 0
## Max.Records.Impacted Max.Records.Impacted.Explanation
## 0 0
## Information.Types Encryption.Status
## 0 0
## Information.Types.Description State
## 0 0
## breach.location.explanation Description.of.Breach
## 0 0
## Reported.Date.New Date.of.Breach.New
## 0 0
## Year.of.Breach
## 0summary(PRC2024_cleanV2)## Index Name.of.Entity Source Organization.Type
## Min. : 2 Length:25256 Length:25256 Length:25256
## 1st Qu.: 8867 Class :character Class :character Class :character
## Median :17630 Mode :character Mode :character Mode :character
## Mean :17617
## 3rd Qu.:26386
## Max. :35166
## Organization.Type.Explanation Breach.Type Breach.Impute
## Length:25256 Length:25256 Length:25256
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
## Breach.Type.Explanation Max.Records.Impacted Max.Records.Impacted.Explanation
## Length:25256 Min. :0.000e+00 Length:25256
## Class :character 1st Qu.:8.000e+00 Class :character
## Mode :character Median :5.020e+02 Mode :character
## Mean :5.290e+05
## 3rd Qu.:3.383e+03
## Max. :2.000e+09
## Information.Types Encryption.Status Information.Types.Description
## Length:25256 Length:25256 Length:25256
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
## State breach.location.explanation Description.of.Breach
## Length:25256 Length:25256 Length:25256
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
## Reported.Date.New Date.of.Breach.New Year.of.Breach
## Min. :2006-11-10 Min. :2006-10-11 Min. :2006
## 1st Qu.:2016-11-08 1st Qu.:2016-09-23 1st Qu.:2016
## Median :2018-09-28 Median :2018-07-31 Median :2018
## Mean :2018-06-19 Mean :2018-05-02 Mean :2018
## 3rd Qu.:2020-05-12 3rd Qu.:2020-03-28 3rd Qu.:2020
## Max. :2023-09-28 Max. :2023-12-08 Max. :2023str(PRC2024_cleanV2)## 'data.frame': 25256 obs. of 19 variables:
## $ Index : num 2 3 4 5 6 7 8 9 11 12 ...
## $ Name.of.Entity : chr "Gannett Company Inc." "Somerset County" "Bed Bath & Beyond Inc." "Angola Wire Products Inc." ...
## $ Source : chr "IA" "IN" "ME" "IN" ...
## $ Organization.Type : chr "BSO" "GOV" "BSR" "BSO" ...
## $ Organization.Type.Explanation : chr "Gannett Company, Inc. is primarily a media company involved in publishing industries, making it a BSO type of organization." "The name 'Somerset County' indicates it is a local government entity, as counties are typically administrative "| __truncated__ "Bed Bath & Beyond Inc. is a retail business, which falls into the category of Retail Businesses (BSR)." "Angola Wire Products Inc. appears to be a manufacturing company, which classifies it as a 'BSO' since it falls "| __truncated__ ...
## $ Breach.Type : chr "HACK" "UNKN" "UNKN" "UNKN" ...
## $ Breach.Impute : chr "HACK" "INSD" "CARD" "INSD" ...
## $ Breach.Type.Explanation : chr "The breach was a result of a phishing attack targeting HR department members which led to the compromise of Off"| __truncated__ "The breach type is classified as 'UNKN' due to the lack of specific information given about the nature of the b"| __truncated__ "Insufficient details about the breach are provided. It is unclear whether it was a hacking incident, an interna"| __truncated__ "The data breach report does not provide specific information about how the breach occurred. The method and natu"| __truncated__ ...
## $ Max.Records.Impacted : num 18100 14599 1 1085 1 ...
## $ Max.Records.Impacted.Explanation: chr "The data breach notification letter states that approximately 18,100 individuals were affected by this incident"| __truncated__ "The maximum number of records impacted is determined to be 14,599, which is the total provided from the source."| __truncated__ "Although the total records impacted are not provided, the source states that there was 1 state record impacted."| __truncated__ "The source provided a total of 1,085 records impacted, and no specific count was provided in the data breach no"| __truncated__ ...
## $ Information.Types : chr "IDENTIFIER" "UNKN" "UNKN" "UNKN" ...
## $ Encryption.Status : chr "UNENCRYPTED" "UNKN" "UNKN" "UNKN" ...
## $ Information.Types.Description : chr "Names and contact information were involved in the breach.}" "No specific information about the types of information exposed in the breach is provided.}]" "The data breach notification provides no details regarding the types of information that were impacted in the breach.}]" "The description does not provide any information regarding the types of information exposed in the breach.}]" ...
## $ State : chr "Virginia" "Indiana" "New Jersey" "Indiana" ...
## $ breach.location.explanation : chr "The location information is provided at the end of the data breach notification letter where Pat McClanahan, Vi"| __truncated__ "The breach notification does not include specific location details such as street, city, state, or zip code. Ho"| __truncated__ "The breach notification does not provide specific location details for Bed Bath & Beyond Inc. However, as of th"| __truncated__ "The breach notification source indicates that the entity is located in Indiana, but no specific city, street ad"| __truncated__ ...
## $ Description.of.Breach : chr "Gannett Company, Inc. experienced a phishing attack compromising the Office 365 and email account credentials o"| __truncated__ "The breach at Somerset County occurred on May 19, 2022, and was reported on September 28, 2022. There is no spe"| __truncated__ "Bed Bath & Beyond Inc. experienced a data breach between November 21, 2017, and December 8, 2017, which was dis"| __truncated__ "The breach occurred on January 5, 2023, and was reported on June 2, 2023. Specific details of the breach, inclu"| __truncated__ ...
## $ Reported.Date.New : Date, format: "2017-04-28" "2022-09-28" ...
## $ Date.of.Breach.New : Date, format: "2017-03-29" "2022-08-29" ...
## $ Year.of.Breach : num 2017 2022 2017 2023 2017 ...
## - attr(*, "na.action")= 'omit' Named int [1:9916] 1 10 16 17 23 27 28 29 31 32 ...
## ..- attr(*, "names")= chr [1:9916] "1" "10" "16" "17" ...PRC2024_cleanV2 <- PRC2024_cleanV2 %>% rename(Breach.Input = Breach.Impute)Export to CSV
write.csv(PRC2024_cleanV2, "PRC2024_CleanV2.csv", row.names = FALSE)**END OF DATA CLEANING
Visualizations and EDA
1: This counts how many meds organizations had breaches between 2015 to 2023
library(dplyr)
# Assuming your data frame is named PRC2024_cleanV2
result <- PRC2024_cleanV2 %>%
dplyr::filter(Year.of.Breach >= 2015 & Year.of.Breach <= 2023 & Organization.Type == "MED") %>%
count() # Count the number of rows
# Print the result
print(result$n)## [1] 4603[1] 4603
There are 4,603 MED organizations had breaches between 2015 and 2023.
2: INFO for the SAMPLE This code is needed for sample and population With this code I looked at the range of dates between 2015 and 2023 and counted how many records belonged to the healthcare organization that were more than 500 records affected
library(dplyr)
# Assuming your data frame is named PRC2024_cleanV2
result <- PRC2024_cleanV2 %>%
dplyr::filter(Year.of.Breach >= 2015 & Year.of.Breach <= 2023 & Max.Records.Impacted >= 500 & Organization.Type == "MED") %>%
summarise(count_records = n())
# Print the result
print(result$count_records)## [1] 4079[1] 4079
There are 4,079 MED organizations with 500 or more records affected between 2015 and 2023.
3: This is the code for less than 500 records
library(dplyr)
# Assuming your data frame is named PRC2024_cleanV2
result2 <- PRC2024_cleanV2 %>%
dplyr::filter((Year.of.Breach >= 2015) & (Year.of.Breach <= 2023) & (Max.Records.Impacted < 500) & (Organization.Type == "MED")) %>%
summarise(count_records = n())
# Print the result
print(result2$count_records)## [1] 524[1] 524
There are 524 MED organizations with less than 500 records affected between 2015 and 2023.
4: How many total data breaches between 2015 and 2023
# Using base R to count the number of rows where Year1 is between 2015 and 2023
count_breaches <- nrow(PRC2024_cleanV2[PRC2024_cleanV2$Year.of.Breach >= 2015 & PRC2024_cleanV2$Year.of.Breach <= 2023, ])
# Print the count
print(count_breaches)## [1] 22422[1] 22422
There are 22,422 total data breaches between 2015 and 2023
5: How many total data breaches
count_breaches_all <- nrow(PRC2024_cleanV2[PRC2024_cleanV2$Year.of.Breach, ])
# Print the count
print(count_breaches_all)## [1] 25256[1] 25256
Total 25256
EDA
VISUALIZATIONS
THE FOLLOWING CODE IS FOR VISUALIZATIONS
Step 1: Visualizations for boxplot with levels and barplot
length(PRC2024_cleanV2$Breach.Type [PRC2024_cleanV2$Breach.Input== 'UNKN '])## [1] 0nrow(PRC2024_cleanV2)## [1] 25256#Barplot code
t <- table(PRC2024_cleanV2$Max.Records.Impacted, PRC2024_cleanV2$Breach.Input)
barplot(t)
t##
## CARD DISC HACK INSD PHYS PORT STAT
## 0 0 0 2 7 0 1 0
## 1 41 314 1124 1035 41 108 10
## 2 7 113 652 379 28 45 8
## 3 7 85 402 202 11 34 3
## 4 5 41 291 156 8 6 2
## 5 3 30 217 100 5 13 1
## 6 4 16 187 89 5 12 1
## 7 7 16 155 65 2 10 0
## 8 3 18 119 62 0 6 1
## 9 1 19 84 39 4 4 3
## 10 3 21 98 57 0 4 1
## 11 2 10 90 37 2 3 0
## 12 0 9 79 37 1 3 0
## 13 1 5 73 25 0 4 1
## 14 1 9 59 34 3 2 0
## 15 0 4 61 23 2 4 1
## 16 0 10 48 29 0 8 0
## 17 1 4 51 20 2 5 0
## 18 0 9 45 20 1 3 0
## 19 1 10 54 27 3 3 0
## 20 2 7 53 20 2 3 0
## 21 1 6 39 16 1 1 0
## 22 0 8 28 24 3 0 0
## 23 3 8 29 29 2 2 0
## 24 0 5 38 20 0 0 0
## 25 0 4 37 21 0 3 0
## 26 1 6 26 13 1 0 0
## 27 1 3 22 22 1 4 0
## 28 0 4 30 17 0 2 0
## 29 0 8 29 14 0 0 0
## 30 0 5 19 17 3 4 0
## 31 0 5 22 21 0 1 0
## 32 0 5 21 16 1 1 0
## 33 0 4 22 16 1 0 0
## 34 0 7 20 17 1 1 0
## 35 0 4 23 12 3 1 0
## 36 0 5 16 9 0 3 0
## 37 0 6 24 17 0 2 0
## 38 0 0 17 7 0 2 0
## 39 0 2 13 11 1 0 0
## 40 0 2 17 17 0 0 0
## 41 0 3 21 9 0 1 0
## 42 1 1 18 13 0 1 0
## 43 0 0 13 10 2 2 0
## 44 0 2 19 11 0 0 0
## 45 1 2 23 15 0 0 0
## 46 0 4 10 8 0 0 1
## 47 0 3 11 14 2 2 0
## 48 0 1 17 7 0 0 1
## 49 0 5 10 10 0 0 0
## 50 0 0 16 11 3 1 0
## 51 0 0 8 7 0 1 0
## 52 0 3 12 12 0 0 0
## 53 0 3 14 8 1 0 0
## 54 0 2 7 10 1 0 0
## 55 0 2 12 16 1 2 0
## 56 1 2 13 8 0 0 0
## 57 0 3 11 10 0 1 0
## 58 1 0 13 10 0 0 0
## 59 0 1 11 9 0 0 0
## 60 0 1 5 9 0 2 0
## 61 0 0 10 9 0 2 0
## 62 0 0 16 6 0 0 0
## 63 1 0 8 5 1 0 0
## 64 0 4 6 14 0 0 0
## 65 1 0 7 14 1 0 0
## 66 0 0 5 7 0 1 0
## 67 0 1 14 5 0 0 0
## 68 0 3 7 6 0 0 0
## 69 0 2 9 6 0 0 0
## 70 0 1 9 15 0 1 0
## 71 0 1 9 4 1 0 0
## 72 0 1 5 4 0 0 0
## 73 0 1 8 8 0 2 0
## 74 0 0 7 6 0 0 0
## 75 0 1 5 10 1 1 0
## 76 0 2 16 7 1 1 0
## 77 0 0 12 8 0 0 0
## 78 0 1 10 6 0 0 0
## 79 0 2 13 7 0 0 0
## 80 1 1 9 10 0 0 0
## 81 0 1 3 11 2 0 0
## 82 0 1 4 3 0 0 0
## 83 0 0 8 4 0 0 0
## 84 0 2 10 6 1 1 0
## 85 0 1 5 7 0 0 0
## 86 0 2 7 6 0 0 0
## 87 0 1 10 8 0 0 0
## 88 1 1 13 9 1 0 0
## 89 0 1 7 15 0 1 0
## 90 0 1 10 11 0 0 0
## 91 0 0 6 7 0 0 1
## 92 0 2 5 8 0 0 0
## 93 0 0 8 7 0 1 0
## 94 0 0 7 7 0 1 0
## 95 0 3 6 9 3 2 0
## 96 0 0 6 4 0 0 0
## 97 0 0 5 9 0 1 0
## 98 0 3 3 3 0 1 0
## 99 0 0 7 5 0 0 0
## 100 0 0 8 11 0 0 0
## 101 0 0 7 3 1 1 0
## 102 0 0 4 7 0 0 0
## 103 0 1 8 8 0 0 0
## 104 0 2 5 9 0 0 0
## 105 0 2 9 9 0 0 0
## 106 0 4 9 8 0 0 0
## 107 0 1 9 4 0 0 0
## 108 0 1 10 5 0 0 0
## 109 0 1 8 6 0 0 0
## 110 0 0 3 9 0 1 0
## 111 0 0 6 6 0 1 0
## 112 0 2 2 6 1 0 0
## 113 0 1 6 6 0 0 1
## 114 0 4 7 8 0 0 0
## 115 0 1 8 6 1 0 0
## 116 2 1 9 8 0 0 0
## 117 1 1 2 6 1 0 0
## 118 0 1 1 5 0 0 0
## 119 0 2 10 7 0 1 0
## 120 0 2 7 6 1 1 0
## 121 0 1 10 6 0 1 0
## 122 1 3 4 6 0 0 0
## 123 0 0 5 3 0 0 0
## 124 1 1 4 7 0 0 0
## 125 0 0 6 4 0 0 0
## 126 0 0 7 2 0 0 0
## 127 0 0 2 2 0 0 0
## 128 0 0 5 3 1 0 0
## 129 0 1 4 3 0 0 0
## 130 0 1 3 9 0 1 0
## 131 0 0 5 5 1 1 0
## 132 0 1 8 11 0 0 1
## 133 0 1 4 7 0 0 0
## 134 0 0 3 5 1 0 0
## 135 0 1 11 7 1 0 0
## 136 0 1 7 4 0 0 0
## 137 0 1 1 7 1 0 0
## 138 0 1 5 7 0 0 0
## 139 0 0 2 9 0 2 0
## 140 0 1 3 7 0 1 0
## 141 0 2 3 5 0 1 0
## 142 0 0 0 4 0 1 0
## 143 0 0 3 6 0 1 0
## 144 0 1 3 4 1 0 0
## 145 0 1 6 6 1 0 0
## 146 0 0 5 8 0 0 0
## 147 0 1 5 4 1 0 0
## 148 0 0 3 3 1 0 0
## 149 0 1 3 4 2 0 0
## 150 1 0 5 4 1 0 0
## 151 0 0 3 0 0 0 0
## 152 0 1 2 5 0 0 0
## 153 0 1 1 8 0 0 0
## 154 0 0 7 5 0 0 0
## 155 0 0 4 7 0 1 0
## 156 0 1 6 1 0 0 0
## 157 0 0 1 7 0 0 0
## 158 0 2 2 7 1 0 0
## 159 0 1 3 4 0 0 0
## 160 0 3 7 4 0 0 0
## 161 0 0 8 6 0 0 0
## 162 0 1 2 3 0 0 0
## 163 0 0 3 2 0 2 0
## 164 0 0 1 1 1 0 0
## 165 0 0 5 6 0 0 0
## 166 0 0 3 3 0 0 0
## 167 0 1 6 4 0 0 0
## 168 0 2 1 0 1 0 0
## 169 0 0 8 0 1 0 0
## 170 0 1 0 4 0 0 0
## 171 0 0 6 1 0 0 0
## 172 0 1 3 2 0 0 0
## 173 0 1 3 5 0 0 0
## 174 0 0 2 4 0 0 0
## 175 2 3 11 5 0 0 1
## 176 0 0 0 3 0 0 0
## 177 0 0 3 8 0 0 0
## 178 0 3 1 3 0 0 0
## 179 0 1 5 4 0 1 0
## 180 0 0 4 2 0 1 0
## 181 0 0 3 3 0 0 0
## 182 0 0 0 5 0 0 0
## 183 0 2 0 2 0 0 0
## 184 0 0 2 1 0 0 0
## 185 0 0 6 3 0 0 0
## 186 0 0 3 4 0 0 0
## 187 0 1 7 7 0 0 0
## 188 2 0 2 3 0 0 0
## 189 0 2 5 2 0 0 2
## 190 0 0 3 4 0 0 0
## 191 0 0 1 8 0 0 0
## 192 0 0 4 4 0 0 0
## 193 0 0 1 2 0 0 1
## 194 0 0 2 7 0 0 0
## 195 0 0 4 3 0 0 0
## 196 0 0 2 3 0 0 0
## 197 0 4 3 5 0 0 0
## 198 0 1 5 5 0 2 0
## 199 0 0 3 2 0 0 0
## 200 0 0 4 7 4 0 0
## 201 0 0 5 5 0 0 0
## 202 0 0 4 4 0 1 0
## 203 0 2 5 4 0 0 0
## 204 0 1 3 2 0 1 0
## 205 0 0 2 2 1 0 0
## 206 0 0 2 6 0 0 0
## 207 0 0 4 5 0 0 0
## 208 0 0 1 5 1 1 0
## 209 0 0 1 6 0 0 0
## 210 0 1 3 1 0 2 0
## 211 0 0 4 1 0 0 0
## 212 1 0 1 2 0 0 0
## 213 0 0 0 3 1 1 0
## 214 0 1 3 6 1 0 0
## 215 0 1 0 3 0 0 0
## 216 0 1 2 5 1 0 0
## 217 0 0 2 3 0 0 0
## 218 0 1 3 3 0 0 0
## 219 0 0 4 3 0 0 0
## 220 0 1 3 1 1 0 0
## 221 0 1 1 5 0 0 0
## 222 0 1 0 5 1 1 0
## 223 0 0 3 1 0 0 0
## 224 0 0 0 2 0 1 0
## 225 1 0 1 6 0 0 0
## 226 0 0 3 5 0 0 0
## 227 0 0 1 3 0 0 0
## 228 0 2 1 6 0 0 0
## 229 0 0 4 4 0 0 0
## 230 0 3 1 5 0 1 0
## 231 0 0 1 2 0 0 0
## 232 0 1 1 1 0 0 0
## 233 0 0 1 4 0 0 0
## 234 0 0 0 3 0 0 0
## 235 0 0 2 3 0 0 0
## 236 0 0 4 4 0 0 0
## 237 0 1 1 4 1 0 0
## 238 0 0 3 5 0 0 0
## 239 0 2 2 6 0 0 0
## 240 0 1 3 1 1 0 0
## 241 0 2 1 1 1 0 0
## 242 0 1 2 4 2 0 0
## 243 0 0 1 3 0 0 0
## 244 0 2 2 4 0 0 0
## 245 0 0 3 2 0 0 0
## 246 0 0 1 3 0 0 0
## 247 1 0 0 6 1 0 0
## 248 0 0 4 1 0 0 0
## 249 0 0 2 1 0 0 0
## 250 1 1 1 2 1 1 0
## 251 0 0 4 6 0 0 0
## 252 0 0 7 3 0 0 0
## 253 0 0 0 3 0 0 0
## 254 0 0 1 0 0 0 0
## 255 0 0 4 3 0 0 0
## 256 0 0 3 6 0 0 0
## 257 0 0 3 0 1 0 0
## 258 0 1 3 3 0 0 0
## 259 0 0 4 2 0 0 0
## 260 0 0 3 6 0 0 0
## 261 0 0 0 2 0 0 0
## 262 0 0 1 4 0 0 0
## 263 1 0 2 4 0 0 0
## 264 0 1 1 0 0 0 0
## 265 0 0 1 6 0 0 0
## 266 0 1 4 2 0 0 0
## 267 0 0 5 4 0 0 0
## 268 0 1 2 2 0 0 0
## 269 1 1 2 6 2 0 0
## 270 0 0 4 2 0 0 0
## 271 0 0 8 4 0 0 0
## 272 0 0 2 9 0 0 0
## 273 0 0 3 4 0 0 0
## 274 0 0 0 4 0 0 1
## 275 0 0 2 3 0 0 0
## 276 0 0 1 4 0 1 0
## 277 0 1 1 2 0 1 0
## 278 0 0 2 1 1 0 0
## 279 0 0 2 2 0 0 0
## 280 0 1 4 7 0 0 0
## 281 0 3 1 5 0 0 0
## 282 0 0 1 2 0 0 0
## 283 0 0 0 3 0 0 0
## 284 0 0 1 2 0 0 0
## 285 0 2 3 4 0 0 0
## 286 0 2 0 5 0 0 0
## 287 0 0 1 3 0 0 0
## 288 1 0 1 2 0 0 0
## 289 0 0 1 1 0 0 0
## 290 0 0 2 2 1 0 0
## 291 0 1 2 0 0 0 0
## 292 0 1 0 5 3 1 0
## 293 0 0 1 2 0 0 0
## 294 0 0 2 1 0 0 0
## 295 0 1 3 4 1 0 0
## 296 0 0 1 2 0 0 0
## 297 0 0 1 5 0 0 0
## 298 0 2 1 1 0 0 0
## 299 0 0 2 4 1 0 0
## 300 0 0 5 6 0 2 0
## 301 0 1 1 3 0 0 0
## 302 0 1 1 6 2 0 0
## 303 0 0 2 8 1 0 0
## 304 0 0 1 1 0 0 0
## 305 0 0 1 0 0 0 0
## 306 0 0 0 2 0 0 0
## 307 0 0 1 2 0 0 0
## 308 0 1 0 1 0 0 0
## 309 0 0 2 2 0 0 0
## 310 0 0 0 7 0 0 0
## 311 0 0 2 3 0 0 0
## 312 0 1 1 4 0 0 0
## 313 0 0 3 6 0 0 0
## 314 0 1 1 2 0 0 0
## 315 0 0 1 3 0 0 0
## 316 0 0 5 7 0 0 0
## 317 0 1 1 3 0 0 0
## 318 0 1 0 2 0 0 0
## 319 0 1 4 4 0 0 0
## 320 0 0 0 5 0 0 0
## 321 0 0 1 3 0 0 0
## 322 0 0 5 2 0 0 0
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## 2e+09 0 0 1 0 0 0 0PRC2024_cleanV2$Max.Records.Impacted<- as.numeric(PRC2024_cleanV2$Max.Records.Impacted)
PRC2024_cleanV2$Breach.Input<- as.factor(PRC2024_cleanV2$Breach.Input)
PRC2024_cleanV2$State<- as.factor(PRC2024_cleanV2$State)
str(PRC2024_cleanV2)## 'data.frame': 25256 obs. of 19 variables:
## $ Index : num 2 3 4 5 6 7 8 9 11 12 ...
## $ Name.of.Entity : chr "Gannett Company Inc." "Somerset County" "Bed Bath & Beyond Inc." "Angola Wire Products Inc." ...
## $ Source : chr "IA" "IN" "ME" "IN" ...
## $ Organization.Type : chr "BSO" "GOV" "BSR" "BSO" ...
## $ Organization.Type.Explanation : chr "Gannett Company, Inc. is primarily a media company involved in publishing industries, making it a BSO type of organization." "The name 'Somerset County' indicates it is a local government entity, as counties are typically administrative "| __truncated__ "Bed Bath & Beyond Inc. is a retail business, which falls into the category of Retail Businesses (BSR)." "Angola Wire Products Inc. appears to be a manufacturing company, which classifies it as a 'BSO' since it falls "| __truncated__ ...
## $ Breach.Type : chr "HACK" "UNKN" "UNKN" "UNKN" ...
## $ Breach.Input : Factor w/ 7 levels "CARD","DISC",..: 3 4 1 4 4 4 4 4 3 3 ...
## $ Breach.Type.Explanation : chr "The breach was a result of a phishing attack targeting HR department members which led to the compromise of Off"| __truncated__ "The breach type is classified as 'UNKN' due to the lack of specific information given about the nature of the b"| __truncated__ "Insufficient details about the breach are provided. It is unclear whether it was a hacking incident, an interna"| __truncated__ "The data breach report does not provide specific information about how the breach occurred. The method and natu"| __truncated__ ...
## $ Max.Records.Impacted : num 18100 14599 1 1085 1 ...
## $ Max.Records.Impacted.Explanation: chr "The data breach notification letter states that approximately 18,100 individuals were affected by this incident"| __truncated__ "The maximum number of records impacted is determined to be 14,599, which is the total provided from the source."| __truncated__ "Although the total records impacted are not provided, the source states that there was 1 state record impacted."| __truncated__ "The source provided a total of 1,085 records impacted, and no specific count was provided in the data breach no"| __truncated__ ...
## $ Information.Types : chr "IDENTIFIER" "UNKN" "UNKN" "UNKN" ...
## $ Encryption.Status : chr "UNENCRYPTED" "UNKN" "UNKN" "UNKN" ...
## $ Information.Types.Description : chr "Names and contact information were involved in the breach.}" "No specific information about the types of information exposed in the breach is provided.}]" "The data breach notification provides no details regarding the types of information that were impacted in the breach.}]" "The description does not provide any information regarding the types of information exposed in the breach.}]" ...
## $ State : Factor w/ 58 levels "Alabama","Alaska",..: 54 18 35 18 24 18 24 18 51 25 ...
## $ breach.location.explanation : chr "The location information is provided at the end of the data breach notification letter where Pat McClanahan, Vi"| __truncated__ "The breach notification does not include specific location details such as street, city, state, or zip code. Ho"| __truncated__ "The breach notification does not provide specific location details for Bed Bath & Beyond Inc. However, as of th"| __truncated__ "The breach notification source indicates that the entity is located in Indiana, but no specific city, street ad"| __truncated__ ...
## $ Description.of.Breach : chr "Gannett Company, Inc. experienced a phishing attack compromising the Office 365 and email account credentials o"| __truncated__ "The breach at Somerset County occurred on May 19, 2022, and was reported on September 28, 2022. There is no spe"| __truncated__ "Bed Bath & Beyond Inc. experienced a data breach between November 21, 2017, and December 8, 2017, which was dis"| __truncated__ "The breach occurred on January 5, 2023, and was reported on June 2, 2023. Specific details of the breach, inclu"| __truncated__ ...
## $ Reported.Date.New : Date, format: "2017-04-28" "2022-09-28" ...
## $ Date.of.Breach.New : Date, format: "2017-03-29" "2022-08-29" ...
## $ Year.of.Breach : num 2017 2022 2017 2023 2017 ...
## - attr(*, "na.action")= 'omit' Named int [1:9916] 1 10 16 17 23 27 28 29 31 32 ...
## ..- attr(*, "names")= chr [1:9916] "1" "10" "16" "17" ...levels(PRC2024_cleanV2$Breach.Input) #adds levels to barplot## [1] "CARD" "DISC" "HACK" "INSD" "PHYS" "PORT" "STAT"boxplot(Max.Records.Impacted~ Breach.Input, data=PRC2024_cleanV2) #boxplot for the records affected distribution in relation to the type of breach
levels(PRC2024_cleanV2$State) #adds levels to the boxplot## [1] "Alabama" "Alaska" "Alberta"
## [4] "Arizona" "Arkansas" "California"
## [7] "Canada" "Carolina" "Colorado"
## [10] "Connecticut" "Delaware" "District of Columbia"
## [13] "Florida" "Georgia" "Hawaii"
## [16] "Idaho" "Illinois" "Indiana"
## [19] "Iowa" "Kansas" "Kentucky"
## [22] "London" "Louisiana" "Maine"
## [25] "Maryland" "Massachusetts" "Michigan"
## [28] "Minnesota" "Mississippi" "Missouri"
## [31] "Montana" "Nebraska" "Nevada"
## [34] "New Hampshire" "New Jersey" "New Mexico"
## [37] "New York" "North Carolina" "North Dakota"
## [40] "North Holland" "Ohio" "Oklahoma"
## [43] "Oregon" "Pennsylvania" "Puerto Rico"
## [46] "Rhode Island" "South Carolina" "South Dakota"
## [49] "Tennessee" "Texas" "Unkn"
## [52] "Utah" "Vermont" "Virginia"
## [55] "Washington" "West Virginia" "Wisconsin"
## [58] "Wyoming"boxplot(Max.Records.Impacted~ State, data=PRC2024_cleanV2) #boxplot for the records affected distribution in relation to the state
Same code as above excluding outliers – for comparison purposes
length(PRC2024_cleanV2$Breach.Input[PRC2024_cleanV2$Breach.Input == 'UNKN '])## [1] 0nrow(PRC2024_cleanV2)## [1] 25256# Barplot code remains unchanged as it doesn't inherently include outliers
t <- table(PRC2024_cleanV2$Max.Records.Impacted, PRC2024_cleanV2$Breach.Input)
barplot(t)
t##
## CARD DISC HACK INSD PHYS PORT STAT
## 0 0 0 2 7 0 1 0
## 1 41 314 1124 1035 41 108 10
## 2 7 113 652 379 28 45 8
## 3 7 85 402 202 11 34 3
## 4 5 41 291 156 8 6 2
## 5 3 30 217 100 5 13 1
## 6 4 16 187 89 5 12 1
## 7 7 16 155 65 2 10 0
## 8 3 18 119 62 0 6 1
## 9 1 19 84 39 4 4 3
## 10 3 21 98 57 0 4 1
## 11 2 10 90 37 2 3 0
## 12 0 9 79 37 1 3 0
## 13 1 5 73 25 0 4 1
## 14 1 9 59 34 3 2 0
## 15 0 4 61 23 2 4 1
## 16 0 10 48 29 0 8 0
## 17 1 4 51 20 2 5 0
## 18 0 9 45 20 1 3 0
## 19 1 10 54 27 3 3 0
## 20 2 7 53 20 2 3 0
## 21 1 6 39 16 1 1 0
## 22 0 8 28 24 3 0 0
## 23 3 8 29 29 2 2 0
## 24 0 5 38 20 0 0 0
## 25 0 4 37 21 0 3 0
## 26 1 6 26 13 1 0 0
## 27 1 3 22 22 1 4 0
## 28 0 4 30 17 0 2 0
## 29 0 8 29 14 0 0 0
## 30 0 5 19 17 3 4 0
## 31 0 5 22 21 0 1 0
## 32 0 5 21 16 1 1 0
## 33 0 4 22 16 1 0 0
## 34 0 7 20 17 1 1 0
## 35 0 4 23 12 3 1 0
## 36 0 5 16 9 0 3 0
## 37 0 6 24 17 0 2 0
## 38 0 0 17 7 0 2 0
## 39 0 2 13 11 1 0 0
## 40 0 2 17 17 0 0 0
## 41 0 3 21 9 0 1 0
## 42 1 1 18 13 0 1 0
## 43 0 0 13 10 2 2 0
## 44 0 2 19 11 0 0 0
## 45 1 2 23 15 0 0 0
## 46 0 4 10 8 0 0 1
## 47 0 3 11 14 2 2 0
## 48 0 1 17 7 0 0 1
## 49 0 5 10 10 0 0 0
## 50 0 0 16 11 3 1 0
## 51 0 0 8 7 0 1 0
## 52 0 3 12 12 0 0 0
## 53 0 3 14 8 1 0 0
## 54 0 2 7 10 1 0 0
## 55 0 2 12 16 1 2 0
## 56 1 2 13 8 0 0 0
## 57 0 3 11 10 0 1 0
## 58 1 0 13 10 0 0 0
## 59 0 1 11 9 0 0 0
## 60 0 1 5 9 0 2 0
## 61 0 0 10 9 0 2 0
## 62 0 0 16 6 0 0 0
## 63 1 0 8 5 1 0 0
## 64 0 4 6 14 0 0 0
## 65 1 0 7 14 1 0 0
## 66 0 0 5 7 0 1 0
## 67 0 1 14 5 0 0 0
## 68 0 3 7 6 0 0 0
## 69 0 2 9 6 0 0 0
## 70 0 1 9 15 0 1 0
## 71 0 1 9 4 1 0 0
## 72 0 1 5 4 0 0 0
## 73 0 1 8 8 0 2 0
## 74 0 0 7 6 0 0 0
## 75 0 1 5 10 1 1 0
## 76 0 2 16 7 1 1 0
## 77 0 0 12 8 0 0 0
## 78 0 1 10 6 0 0 0
## 79 0 2 13 7 0 0 0
## 80 1 1 9 10 0 0 0
## 81 0 1 3 11 2 0 0
## 82 0 1 4 3 0 0 0
## 83 0 0 8 4 0 0 0
## 84 0 2 10 6 1 1 0
## 85 0 1 5 7 0 0 0
## 86 0 2 7 6 0 0 0
## 87 0 1 10 8 0 0 0
## 88 1 1 13 9 1 0 0
## 89 0 1 7 15 0 1 0
## 90 0 1 10 11 0 0 0
## 91 0 0 6 7 0 0 1
## 92 0 2 5 8 0 0 0
## 93 0 0 8 7 0 1 0
## 94 0 0 7 7 0 1 0
## 95 0 3 6 9 3 2 0
## 96 0 0 6 4 0 0 0
## 97 0 0 5 9 0 1 0
## 98 0 3 3 3 0 1 0
## 99 0 0 7 5 0 0 0
## 100 0 0 8 11 0 0 0
## 101 0 0 7 3 1 1 0
## 102 0 0 4 7 0 0 0
## 103 0 1 8 8 0 0 0
## 104 0 2 5 9 0 0 0
## 105 0 2 9 9 0 0 0
## 106 0 4 9 8 0 0 0
## 107 0 1 9 4 0 0 0
## 108 0 1 10 5 0 0 0
## 109 0 1 8 6 0 0 0
## 110 0 0 3 9 0 1 0
## 111 0 0 6 6 0 1 0
## 112 0 2 2 6 1 0 0
## 113 0 1 6 6 0 0 1
## 114 0 4 7 8 0 0 0
## 115 0 1 8 6 1 0 0
## 116 2 1 9 8 0 0 0
## 117 1 1 2 6 1 0 0
## 118 0 1 1 5 0 0 0
## 119 0 2 10 7 0 1 0
## 120 0 2 7 6 1 1 0
## 121 0 1 10 6 0 1 0
## 122 1 3 4 6 0 0 0
## 123 0 0 5 3 0 0 0
## 124 1 1 4 7 0 0 0
## 125 0 0 6 4 0 0 0
## 126 0 0 7 2 0 0 0
## 127 0 0 2 2 0 0 0
## 128 0 0 5 3 1 0 0
## 129 0 1 4 3 0 0 0
## 130 0 1 3 9 0 1 0
## 131 0 0 5 5 1 1 0
## 132 0 1 8 11 0 0 1
## 133 0 1 4 7 0 0 0
## 134 0 0 3 5 1 0 0
## 135 0 1 11 7 1 0 0
## 136 0 1 7 4 0 0 0
## 137 0 1 1 7 1 0 0
## 138 0 1 5 7 0 0 0
## 139 0 0 2 9 0 2 0
## 140 0 1 3 7 0 1 0
## 141 0 2 3 5 0 1 0
## 142 0 0 0 4 0 1 0
## 143 0 0 3 6 0 1 0
## 144 0 1 3 4 1 0 0
## 145 0 1 6 6 1 0 0
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## 147 0 1 5 4 1 0 0
## 148 0 0 3 3 1 0 0
## 149 0 1 3 4 2 0 0
## 150 1 0 5 4 1 0 0
## 151 0 0 3 0 0 0 0
## 152 0 1 2 5 0 0 0
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## 154 0 0 7 5 0 0 0
## 155 0 0 4 7 0 1 0
## 156 0 1 6 1 0 0 0
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## 158 0 2 2 7 1 0 0
## 159 0 1 3 4 0 0 0
## 160 0 3 7 4 0 0 0
## 161 0 0 8 6 0 0 0
## 162 0 1 2 3 0 0 0
## 163 0 0 3 2 0 2 0
## 164 0 0 1 1 1 0 0
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## 166 0 0 3 3 0 0 0
## 167 0 1 6 4 0 0 0
## 168 0 2 1 0 1 0 0
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## 170 0 1 0 4 0 0 0
## 171 0 0 6 1 0 0 0
## 172 0 1 3 2 0 0 0
## 173 0 1 3 5 0 0 0
## 174 0 0 2 4 0 0 0
## 175 2 3 11 5 0 0 1
## 176 0 0 0 3 0 0 0
## 177 0 0 3 8 0 0 0
## 178 0 3 1 3 0 0 0
## 179 0 1 5 4 0 1 0
## 180 0 0 4 2 0 1 0
## 181 0 0 3 3 0 0 0
## 182 0 0 0 5 0 0 0
## 183 0 2 0 2 0 0 0
## 184 0 0 2 1 0 0 0
## 185 0 0 6 3 0 0 0
## 186 0 0 3 4 0 0 0
## 187 0 1 7 7 0 0 0
## 188 2 0 2 3 0 0 0
## 189 0 2 5 2 0 0 2
## 190 0 0 3 4 0 0 0
## 191 0 0 1 8 0 0 0
## 192 0 0 4 4 0 0 0
## 193 0 0 1 2 0 0 1
## 194 0 0 2 7 0 0 0
## 195 0 0 4 3 0 0 0
## 196 0 0 2 3 0 0 0
## 197 0 4 3 5 0 0 0
## 198 0 1 5 5 0 2 0
## 199 0 0 3 2 0 0 0
## 200 0 0 4 7 4 0 0
## 201 0 0 5 5 0 0 0
## 202 0 0 4 4 0 1 0
## 203 0 2 5 4 0 0 0
## 204 0 1 3 2 0 1 0
## 205 0 0 2 2 1 0 0
## 206 0 0 2 6 0 0 0
## 207 0 0 4 5 0 0 0
## 208 0 0 1 5 1 1 0
## 209 0 0 1 6 0 0 0
## 210 0 1 3 1 0 2 0
## 211 0 0 4 1 0 0 0
## 212 1 0 1 2 0 0 0
## 213 0 0 0 3 1 1 0
## 214 0 1 3 6 1 0 0
## 215 0 1 0 3 0 0 0
## 216 0 1 2 5 1 0 0
## 217 0 0 2 3 0 0 0
## 218 0 1 3 3 0 0 0
## 219 0 0 4 3 0 0 0
## 220 0 1 3 1 1 0 0
## 221 0 1 1 5 0 0 0
## 222 0 1 0 5 1 1 0
## 223 0 0 3 1 0 0 0
## 224 0 0 0 2 0 1 0
## 225 1 0 1 6 0 0 0
## 226 0 0 3 5 0 0 0
## 227 0 0 1 3 0 0 0
## 228 0 2 1 6 0 0 0
## 229 0 0 4 4 0 0 0
## 230 0 3 1 5 0 1 0
## 231 0 0 1 2 0 0 0
## 232 0 1 1 1 0 0 0
## 233 0 0 1 4 0 0 0
## 234 0 0 0 3 0 0 0
## 235 0 0 2 3 0 0 0
## 236 0 0 4 4 0 0 0
## 237 0 1 1 4 1 0 0
## 238 0 0 3 5 0 0 0
## 239 0 2 2 6 0 0 0
## 240 0 1 3 1 1 0 0
## 241 0 2 1 1 1 0 0
## 242 0 1 2 4 2 0 0
## 243 0 0 1 3 0 0 0
## 244 0 2 2 4 0 0 0
## 245 0 0 3 2 0 0 0
## 246 0 0 1 3 0 0 0
## 247 1 0 0 6 1 0 0
## 248 0 0 4 1 0 0 0
## 249 0 0 2 1 0 0 0
## 250 1 1 1 2 1 1 0
## 251 0 0 4 6 0 0 0
## 252 0 0 7 3 0 0 0
## 253 0 0 0 3 0 0 0
## 254 0 0 1 0 0 0 0
## 255 0 0 4 3 0 0 0
## 256 0 0 3 6 0 0 0
## 257 0 0 3 0 1 0 0
## 258 0 1 3 3 0 0 0
## 259 0 0 4 2 0 0 0
## 260 0 0 3 6 0 0 0
## 261 0 0 0 2 0 0 0
## 262 0 0 1 4 0 0 0
## 263 1 0 2 4 0 0 0
## 264 0 1 1 0 0 0 0
## 265 0 0 1 6 0 0 0
## 266 0 1 4 2 0 0 0
## 267 0 0 5 4 0 0 0
## 268 0 1 2 2 0 0 0
## 269 1 1 2 6 2 0 0
## 270 0 0 4 2 0 0 0
## 271 0 0 8 4 0 0 0
## 272 0 0 2 9 0 0 0
## 273 0 0 3 4 0 0 0
## 274 0 0 0 4 0 0 1
## 275 0 0 2 3 0 0 0
## 276 0 0 1 4 0 1 0
## 277 0 1 1 2 0 1 0
## 278 0 0 2 1 1 0 0
## 279 0 0 2 2 0 0 0
## 280 0 1 4 7 0 0 0
## 281 0 3 1 5 0 0 0
## 282 0 0 1 2 0 0 0
## 283 0 0 0 3 0 0 0
## 284 0 0 1 2 0 0 0
## 285 0 2 3 4 0 0 0
## 286 0 2 0 5 0 0 0
## 287 0 0 1 3 0 0 0
## 288 1 0 1 2 0 0 0
## 289 0 0 1 1 0 0 0
## 290 0 0 2 2 1 0 0
## 291 0 1 2 0 0 0 0
## 292 0 1 0 5 3 1 0
## 293 0 0 1 2 0 0 0
## 294 0 0 2 1 0 0 0
## 295 0 1 3 4 1 0 0
## 296 0 0 1 2 0 0 0
## 297 0 0 1 5 0 0 0
## 298 0 2 1 1 0 0 0
## 299 0 0 2 4 1 0 0
## 300 0 0 5 6 0 2 0
## 301 0 1 1 3 0 0 0
## 302 0 1 1 6 2 0 0
## 303 0 0 2 8 1 0 0
## 304 0 0 1 1 0 0 0
## 305 0 0 1 0 0 0 0
## 306 0 0 0 2 0 0 0
## 307 0 0 1 2 0 0 0
## 308 0 1 0 1 0 0 0
## 309 0 0 2 2 0 0 0
## 310 0 0 0 7 0 0 0
## 311 0 0 2 3 0 0 0
## 312 0 1 1 4 0 0 0
## 313 0 0 3 6 0 0 0
## 314 0 1 1 2 0 0 0
## 315 0 0 1 3 0 0 0
## 316 0 0 5 7 0 0 0
## 317 0 1 1 3 0 0 0
## 318 0 1 0 2 0 0 0
## 319 0 1 4 4 0 0 0
## 320 0 0 0 5 0 0 0
## 321 0 0 1 3 0 0 0
## 322 0 0 5 2 0 0 0
## 323 1 0 3 1 0 0 0
## 324 0 1 1 2 1 0 0
## 325 0 0 2 5 1 0 0
## 326 0 1 3 4 0 0 0
## 327 0 0 2 3 0 0 0
## 328 0 0 1 4 0 0 0
## 329 0 0 2 9 1 0 0
## 330 0 0 2 5 0 0 0
## 331 0 0 3 1 0 0 0
## 332 0 0 2 3 0 0 0
## 333 0 0 1 2 0 0 0
## 334 0 0 2 5 0 0 0
## 335 0 0 2 2 0 0 0
## 336 0 1 3 3 0 0 0
## 337 0 0 1 3 1 0 0
## 338 0 1 1 5 0 0 0
## 339 0 0 1 2 0 0 0
## 340 0 1 1 3 1 0 0
## 341 0 1 1 2 0 0 0
## 342 0 0 0 1 2 0 0
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## 344 0 0 2 1 0 0 0
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## 2e+09 0 0 1 0 0 0 0# Ensure data types are set correctly for the subsequent analysis
PRC2024_cleanV2$Max.Records.Impacted <- as.numeric(PRC2024_cleanV2$Max.Records.Impacted)
PRC2024_cleanV2$Breach.Input <- as.factor(PRC2024_cleanV2$Breach.Input)
PRC2024_cleanV2$State <- as.factor(PRC2024_cleanV2$State)
str(PRC2024_cleanV2)## 'data.frame': 25256 obs. of 19 variables:
## $ Index : num 2 3 4 5 6 7 8 9 11 12 ...
## $ Name.of.Entity : chr "Gannett Company Inc." "Somerset County" "Bed Bath & Beyond Inc." "Angola Wire Products Inc." ...
## $ Source : chr "IA" "IN" "ME" "IN" ...
## $ Organization.Type : chr "BSO" "GOV" "BSR" "BSO" ...
## $ Organization.Type.Explanation : chr "Gannett Company, Inc. is primarily a media company involved in publishing industries, making it a BSO type of organization." "The name 'Somerset County' indicates it is a local government entity, as counties are typically administrative "| __truncated__ "Bed Bath & Beyond Inc. is a retail business, which falls into the category of Retail Businesses (BSR)." "Angola Wire Products Inc. appears to be a manufacturing company, which classifies it as a 'BSO' since it falls "| __truncated__ ...
## $ Breach.Type : chr "HACK" "UNKN" "UNKN" "UNKN" ...
## $ Breach.Input : Factor w/ 7 levels "CARD","DISC",..: 3 4 1 4 4 4 4 4 3 3 ...
## $ Breach.Type.Explanation : chr "The breach was a result of a phishing attack targeting HR department members which led to the compromise of Off"| __truncated__ "The breach type is classified as 'UNKN' due to the lack of specific information given about the nature of the b"| __truncated__ "Insufficient details about the breach are provided. It is unclear whether it was a hacking incident, an interna"| __truncated__ "The data breach report does not provide specific information about how the breach occurred. The method and natu"| __truncated__ ...
## $ Max.Records.Impacted : num 18100 14599 1 1085 1 ...
## $ Max.Records.Impacted.Explanation: chr "The data breach notification letter states that approximately 18,100 individuals were affected by this incident"| __truncated__ "The maximum number of records impacted is determined to be 14,599, which is the total provided from the source."| __truncated__ "Although the total records impacted are not provided, the source states that there was 1 state record impacted."| __truncated__ "The source provided a total of 1,085 records impacted, and no specific count was provided in the data breach no"| __truncated__ ...
## $ Information.Types : chr "IDENTIFIER" "UNKN" "UNKN" "UNKN" ...
## $ Encryption.Status : chr "UNENCRYPTED" "UNKN" "UNKN" "UNKN" ...
## $ Information.Types.Description : chr "Names and contact information were involved in the breach.}" "No specific information about the types of information exposed in the breach is provided.}]" "The data breach notification provides no details regarding the types of information that were impacted in the breach.}]" "The description does not provide any information regarding the types of information exposed in the breach.}]" ...
## $ State : Factor w/ 58 levels "Alabama","Alaska",..: 54 18 35 18 24 18 24 18 51 25 ...
## $ breach.location.explanation : chr "The location information is provided at the end of the data breach notification letter where Pat McClanahan, Vi"| __truncated__ "The breach notification does not include specific location details such as street, city, state, or zip code. Ho"| __truncated__ "The breach notification does not provide specific location details for Bed Bath & Beyond Inc. However, as of th"| __truncated__ "The breach notification source indicates that the entity is located in Indiana, but no specific city, street ad"| __truncated__ ...
## $ Description.of.Breach : chr "Gannett Company, Inc. experienced a phishing attack compromising the Office 365 and email account credentials o"| __truncated__ "The breach at Somerset County occurred on May 19, 2022, and was reported on September 28, 2022. There is no spe"| __truncated__ "Bed Bath & Beyond Inc. experienced a data breach between November 21, 2017, and December 8, 2017, which was dis"| __truncated__ "The breach occurred on January 5, 2023, and was reported on June 2, 2023. Specific details of the breach, inclu"| __truncated__ ...
## $ Reported.Date.New : Date, format: "2017-04-28" "2022-09-28" ...
## $ Date.of.Breach.New : Date, format: "2017-03-29" "2022-08-29" ...
## $ Year.of.Breach : num 2017 2022 2017 2023 2017 ...
## - attr(*, "na.action")= 'omit' Named int [1:9916] 1 10 16 17 23 27 28 29 31 32 ...
## ..- attr(*, "names")= chr [1:9916] "1" "10" "16" "17" ...levels(PRC2024_cleanV2$Breach.Input) #adds levels to barplot## [1] "CARD" "DISC" "HACK" "INSD" "PHYS" "PORT" "STAT"# Modified boxplot code to exclude outliers
boxplot(Max.Records.Impacted ~ Breach.Input, data = PRC2024_cleanV2, outline = FALSE) # boxplot for the records affected distribution in relation to the type of breach, excluding outliers
levels(PRC2024_cleanV2$State) #adds levels to the boxplot## [1] "Alabama" "Alaska" "Alberta"
## [4] "Arizona" "Arkansas" "California"
## [7] "Canada" "Carolina" "Colorado"
## [10] "Connecticut" "Delaware" "District of Columbia"
## [13] "Florida" "Georgia" "Hawaii"
## [16] "Idaho" "Illinois" "Indiana"
## [19] "Iowa" "Kansas" "Kentucky"
## [22] "London" "Louisiana" "Maine"
## [25] "Maryland" "Massachusetts" "Michigan"
## [28] "Minnesota" "Mississippi" "Missouri"
## [31] "Montana" "Nebraska" "Nevada"
## [34] "New Hampshire" "New Jersey" "New Mexico"
## [37] "New York" "North Carolina" "North Dakota"
## [40] "North Holland" "Ohio" "Oklahoma"
## [43] "Oregon" "Pennsylvania" "Puerto Rico"
## [46] "Rhode Island" "South Carolina" "South Dakota"
## [49] "Tennessee" "Texas" "Unkn"
## [52] "Utah" "Vermont" "Virginia"
## [55] "Washington" "West Virginia" "Wisconsin"
## [58] "Wyoming"boxplot(Max.Records.Impacted ~ State, data = PRC2024_cleanV2, outline = FALSE) # boxplot for the records affected distribution in relation to the state, excluding outliers
Barchart for Information types and Types of Breaches
#Barplot code
t <- table(PRC2024_cleanV2$Information.Types, PRC2024_cleanV2$Breach.Input)
barplot(t)
t##
## CARD DISC HACK INSD PHYS PORT STAT
## BIOMETRIC 0 0 0 1 0 0 0
## COMMERCIAL 0 2 9 0 0 0 0
## EMPLOYMENT 0 1 7 1 0 1 0
## FINANCIAL 0 1 0 0 0 0 0
## HEALTH 1 70 165 96 56 67 16
## IDENTIFIER 45 1569 7388 812 390 806 141
## NAME 0 0 3 0 0 0 0
## SENSITIVE-GOV 1 23 66 9 0 3 1
## SENSITIVE-LOGIN 24 1 218 36 1 0 0
## UNENCRYPTED 0 0 2 0 1 0 0
## UNKN 163 604 2105 9891 415 33 11PRC2024_cleanV2$Information.Types<- as.factor(PRC2024_cleanV2$Information.Types)
PRC2024_cleanV2$Breach.Input<- as.factor(PRC2024_cleanV2$Breach.Input)
str(PRC2024_cleanV2)## 'data.frame': 25256 obs. of 19 variables:
## $ Index : num 2 3 4 5 6 7 8 9 11 12 ...
## $ Name.of.Entity : chr "Gannett Company Inc." "Somerset County" "Bed Bath & Beyond Inc." "Angola Wire Products Inc." ...
## $ Source : chr "IA" "IN" "ME" "IN" ...
## $ Organization.Type : chr "BSO" "GOV" "BSR" "BSO" ...
## $ Organization.Type.Explanation : chr "Gannett Company, Inc. is primarily a media company involved in publishing industries, making it a BSO type of organization." "The name 'Somerset County' indicates it is a local government entity, as counties are typically administrative "| __truncated__ "Bed Bath & Beyond Inc. is a retail business, which falls into the category of Retail Businesses (BSR)." "Angola Wire Products Inc. appears to be a manufacturing company, which classifies it as a 'BSO' since it falls "| __truncated__ ...
## $ Breach.Type : chr "HACK" "UNKN" "UNKN" "UNKN" ...
## $ Breach.Input : Factor w/ 7 levels "CARD","DISC",..: 3 4 1 4 4 4 4 4 3 3 ...
## $ Breach.Type.Explanation : chr "The breach was a result of a phishing attack targeting HR department members which led to the compromise of Off"| __truncated__ "The breach type is classified as 'UNKN' due to the lack of specific information given about the nature of the b"| __truncated__ "Insufficient details about the breach are provided. It is unclear whether it was a hacking incident, an interna"| __truncated__ "The data breach report does not provide specific information about how the breach occurred. The method and natu"| __truncated__ ...
## $ Max.Records.Impacted : num 18100 14599 1 1085 1 ...
## $ Max.Records.Impacted.Explanation: chr "The data breach notification letter states that approximately 18,100 individuals were affected by this incident"| __truncated__ "The maximum number of records impacted is determined to be 14,599, which is the total provided from the source."| __truncated__ "Although the total records impacted are not provided, the source states that there was 1 state record impacted."| __truncated__ "The source provided a total of 1,085 records impacted, and no specific count was provided in the data breach no"| __truncated__ ...
## $ Information.Types : Factor w/ 11 levels "BIOMETRIC","COMMERCIAL",..: 6 11 11 11 11 11 11 11 6 6 ...
## $ Encryption.Status : chr "UNENCRYPTED" "UNKN" "UNKN" "UNKN" ...
## $ Information.Types.Description : chr "Names and contact information were involved in the breach.}" "No specific information about the types of information exposed in the breach is provided.}]" "The data breach notification provides no details regarding the types of information that were impacted in the breach.}]" "The description does not provide any information regarding the types of information exposed in the breach.}]" ...
## $ State : Factor w/ 58 levels "Alabama","Alaska",..: 54 18 35 18 24 18 24 18 51 25 ...
## $ breach.location.explanation : chr "The location information is provided at the end of the data breach notification letter where Pat McClanahan, Vi"| __truncated__ "The breach notification does not include specific location details such as street, city, state, or zip code. Ho"| __truncated__ "The breach notification does not provide specific location details for Bed Bath & Beyond Inc. However, as of th"| __truncated__ "The breach notification source indicates that the entity is located in Indiana, but no specific city, street ad"| __truncated__ ...
## $ Description.of.Breach : chr "Gannett Company, Inc. experienced a phishing attack compromising the Office 365 and email account credentials o"| __truncated__ "The breach at Somerset County occurred on May 19, 2022, and was reported on September 28, 2022. There is no spe"| __truncated__ "Bed Bath & Beyond Inc. experienced a data breach between November 21, 2017, and December 8, 2017, which was dis"| __truncated__ "The breach occurred on January 5, 2023, and was reported on June 2, 2023. Specific details of the breach, inclu"| __truncated__ ...
## $ Reported.Date.New : Date, format: "2017-04-28" "2022-09-28" ...
## $ Date.of.Breach.New : Date, format: "2017-03-29" "2022-08-29" ...
## $ Year.of.Breach : num 2017 2022 2017 2023 2017 ...
## - attr(*, "na.action")= 'omit' Named int [1:9916] 1 10 16 17 23 27 28 29 31 32 ...
## ..- attr(*, "names")= chr [1:9916] "1" "10" "16" "17" ...levels(PRC2024_cleanV2$Breach.Input) #adds levels to barplot## [1] "CARD" "DISC" "HACK" "INSD" "PHYS" "PORT" "STAT"Barchart for Information types and Org Types
#Barplot code
t <- table(PRC2024_cleanV2$Information.Types, PRC2024_cleanV2$Organization.Type)
barplot(t)
t##
## BSF BSO BSR EDU GOV MED NGO UNKN
## BIOMETRIC 0 1 0 0 0 0 0 0
## COMMERCIAL 2 5 4 0 0 0 0 0
## EMPLOYMENT 0 9 0 0 0 1 0 0
## FINANCIAL 0 0 0 0 0 1 0 0
## HEALTH 2 14 6 25 36 386 2 0
## IDENTIFIER 1959 3479 1396 668 283 3084 253 29
## NAME 0 1 1 0 0 0 1 0
## SENSITIVE-GOV 33 44 5 9 4 6 2 0
## SENSITIVE-LOGIN 23 100 142 6 3 2 1 3
## UNENCRYPTED 0 3 0 0 0 0 0 0
## UNKN 2291 5012 1517 871 632 2270 386 243PRC2024_cleanV2$Information.Types<- as.factor(PRC2024_cleanV2$Information.Types)
PRC2024_cleanV2$Organization.Type<- as.factor(PRC2024_cleanV2$Organization.Type)
str(PRC2024_cleanV2)## 'data.frame': 25256 obs. of 19 variables:
## $ Index : num 2 3 4 5 6 7 8 9 11 12 ...
## $ Name.of.Entity : chr "Gannett Company Inc." "Somerset County" "Bed Bath & Beyond Inc." "Angola Wire Products Inc." ...
## $ Source : chr "IA" "IN" "ME" "IN" ...
## $ Organization.Type : Factor w/ 8 levels "BSF","BSO","BSR",..: 2 5 3 2 2 2 1 6 6 2 ...
## $ Organization.Type.Explanation : chr "Gannett Company, Inc. is primarily a media company involved in publishing industries, making it a BSO type of organization." "The name 'Somerset County' indicates it is a local government entity, as counties are typically administrative "| __truncated__ "Bed Bath & Beyond Inc. is a retail business, which falls into the category of Retail Businesses (BSR)." "Angola Wire Products Inc. appears to be a manufacturing company, which classifies it as a 'BSO' since it falls "| __truncated__ ...
## $ Breach.Type : chr "HACK" "UNKN" "UNKN" "UNKN" ...
## $ Breach.Input : Factor w/ 7 levels "CARD","DISC",..: 3 4 1 4 4 4 4 4 3 3 ...
## $ Breach.Type.Explanation : chr "The breach was a result of a phishing attack targeting HR department members which led to the compromise of Off"| __truncated__ "The breach type is classified as 'UNKN' due to the lack of specific information given about the nature of the b"| __truncated__ "Insufficient details about the breach are provided. It is unclear whether it was a hacking incident, an interna"| __truncated__ "The data breach report does not provide specific information about how the breach occurred. The method and natu"| __truncated__ ...
## $ Max.Records.Impacted : num 18100 14599 1 1085 1 ...
## $ Max.Records.Impacted.Explanation: chr "The data breach notification letter states that approximately 18,100 individuals were affected by this incident"| __truncated__ "The maximum number of records impacted is determined to be 14,599, which is the total provided from the source."| __truncated__ "Although the total records impacted are not provided, the source states that there was 1 state record impacted."| __truncated__ "The source provided a total of 1,085 records impacted, and no specific count was provided in the data breach no"| __truncated__ ...
## $ Information.Types : Factor w/ 11 levels "BIOMETRIC","COMMERCIAL",..: 6 11 11 11 11 11 11 11 6 6 ...
## $ Encryption.Status : chr "UNENCRYPTED" "UNKN" "UNKN" "UNKN" ...
## $ Information.Types.Description : chr "Names and contact information were involved in the breach.}" "No specific information about the types of information exposed in the breach is provided.}]" "The data breach notification provides no details regarding the types of information that were impacted in the breach.}]" "The description does not provide any information regarding the types of information exposed in the breach.}]" ...
## $ State : Factor w/ 58 levels "Alabama","Alaska",..: 54 18 35 18 24 18 24 18 51 25 ...
## $ breach.location.explanation : chr "The location information is provided at the end of the data breach notification letter where Pat McClanahan, Vi"| __truncated__ "The breach notification does not include specific location details such as street, city, state, or zip code. Ho"| __truncated__ "The breach notification does not provide specific location details for Bed Bath & Beyond Inc. However, as of th"| __truncated__ "The breach notification source indicates that the entity is located in Indiana, but no specific city, street ad"| __truncated__ ...
## $ Description.of.Breach : chr "Gannett Company, Inc. experienced a phishing attack compromising the Office 365 and email account credentials o"| __truncated__ "The breach at Somerset County occurred on May 19, 2022, and was reported on September 28, 2022. There is no spe"| __truncated__ "Bed Bath & Beyond Inc. experienced a data breach between November 21, 2017, and December 8, 2017, which was dis"| __truncated__ "The breach occurred on January 5, 2023, and was reported on June 2, 2023. Specific details of the breach, inclu"| __truncated__ ...
## $ Reported.Date.New : Date, format: "2017-04-28" "2022-09-28" ...
## $ Date.of.Breach.New : Date, format: "2017-03-29" "2022-08-29" ...
## $ Year.of.Breach : num 2017 2022 2017 2023 2017 ...
## - attr(*, "na.action")= 'omit' Named int [1:9916] 1 10 16 17 23 27 28 29 31 32 ...
## ..- attr(*, "names")= chr [1:9916] "1" "10" "16" "17" ...levels(PRC2024_cleanV2$Organization.Type) #adds levels to barplot## [1] "BSF" "BSO" "BSR" "EDU" "GOV" "MED" "NGO" "UNKN"Scatterplot of Year of Breach and Records affected
# Load the ggplot2 package
library(ggplot2)
# Creating a scatter plot with ggplot2
ggplot(data = PRC2024_cleanV2, aes(x = Year.of.Breach, y = Max.Records.Impacted)) +
geom_point() + # Add points
theme_minimal() + # Use a minimal theme for the plot
labs(title = "Scatter Plot of Records Affected vs Year of Breach",
x = "Year of Breach",
y = "Records Affected")
2.0e+09 = 2 billion 1.5e+09 = 1.5 billion 1.0e+09 = 1 billion 5.0e+08 = 5.3 million 0.0e+00 = 0
Excluding outliers from scatter plot
# Load the necessary packages
library(ggplot2)
library(dplyr)
# Calculate the IQR and the boundaries for outliers
IQR_Records <- IQR(PRC2024_cleanV2$Max.Records.Impacted)
Q1 <- quantile(PRC2024_cleanV2$Max.Records.Impacted, 0.25)
Q3 <- quantile(PRC2024_cleanV2$Max.Records.Impacted, 0.75)
lower_bound <- Q1 - 1.5 * IQR_Records
upper_bound <- Q3 + 1.5 * IQR_Records
# Filter out outliers from the data using dplyr::filter to avoid the conflict
PRC2024_cleanV2_filtered <- PRC2024_cleanV2 %>%
dplyr::filter(Max.Records.Impacted >= lower_bound & Max.Records.Impacted <= upper_bound)
# Creating a scatter plot with the filtered data
ggplot(data = PRC2024_cleanV2_filtered, aes(x = Year.of.Breach, y = Max.Records.Impacted)) +
geom_point() + # Add points
theme_minimal() + # Use a minimal theme for the plot
labs(title = "Scatter Plot of Records Affected vs Year of Breach (Outliers Excluded)",
x = "Year of Breach",
y = "Records Affected")
HeatMap of Type of Type of Breaches and State
# Load the packages
library(ggplot2)
library(reshape2)
# Create a table with counts for each combination of Breaches.Types and State
breach_table <- table(PRC2024_cleanV2$Breach.Input, PRC2024_cleanV2$State)
# Convert the table to a dataframe for plotting
PRC2024_cleanV2_for_heatmap <- as.data.frame(breach_table)
# Creating the heatmap
heatmap_plot <- ggplot(PRC2024_cleanV2_for_heatmap, aes(x = Var1, y = Var2, fill = Freq)) +
geom_tile() + # This creates the tiles for the heatmap
scale_fill_gradient(low = "white", high = "red") + # Gradient color from low to high frequency
theme_minimal() + # Minimal theme for a cleaner look
labs(title = "Heatmap of Breach Types vs State",
x = "Breach Types",
y = "States",
fill = "Frequency")
# Display the heatmap
print(heatmap_plot)
MACHINE LEARNING MODELS AS PART OF EDA
This R code performs an analysis of variance (ANOVA) to assess the relationship between the dependent variable Records_Affected and the independent variables Type_of_Breach and State in the PRC2024 Clean dataset.
Effect of type of breach and state to all the records impacted.
model_anova2<-aov(Max.Records.Impacted~ Breach.Input + State, data = PRC2024_cleanV2) # Fit ANOVA model with two independent variables
summary(model_anova2) # Display summary statistics for the ANOVA model## Df Sum Sq Mean Sq F value Pr(>F)
## Breach.Input 6 9.040e+15 1.507e+15 4.531 0.000134 ***
## State 57 2.036e+16 3.571e+14 1.074 0.327354
## Residuals 25192 8.377e+18 3.325e+14
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1Results:
Df Sum Sq Mean Sq F value Pr(>F) Breach.Input 6 9.040e+15 1.507e+15 4.531 0.000134 *** State 57
2.036e+16 3.571e+14 1.074 0.327354
Residuals 25192 8.377e+18 3.325e+14
— Signif. codes: 0 ‘’ 0.001 ‘’ 0.01 ‘’ 0.05
‘.’ 0.1 ‘ ’ 1
Breach.Input: This factor has 6 degrees of freedom (Df). The Sum of Squares (Sum Sq) is very large, meaning there’s a lot of variability. The Mean Square (Mean Sq) is also quite large. The F value (4.531) is the ratio of the mean square of this factor to the mean square of the residuals, and its p-value (Pr(>F)) is 0.000134. Since this p-value is much smaller than 0.05, it means that Breach.Input has a significant effect.
State: This factor has 57 degrees of freedom. Its F value (1.074) and p-value (0.327354) show that it does not have a significant effect because the p-value is much larger than 0.05.
Residuals: These are the remaining variations not explained by Breach.Input or State. The Sum Sq is very large, with 25192 degrees of freedom.
The “***” next to the p-value for Breach.Input indicates strong significance. In simple terms, Breach.Input significantly impacts the outcome, while State does not.
This R code performs an analysis of variance (ANOVA) to assess the relationship between the dependent variable Max.Records.Impacted and the independent variable Type_of_Breach in the PRC2024 clean dataset. Additionally, it includes a Tukey’s Honestly Significant Difference (HSD) post-hoc test to compare means between levels of the Type_of_Breach variable.
Effect of the type of breach accross all years and all the records.
PRC2024_cleanV2$Breach.Input <- factor(PRC2024_cleanV2$Breach.Input) #makes sure breach type is treated as factor
model_anova3<-aov(Max.Records.Impacted~ Breach.Input, data = PRC2024_cleanV2) #ANOVA TEST
summary(model_anova3) # Display summary statistics for the ANOVA model## Df Sum Sq Mean Sq F value Pr(>F)
## Breach.Input 6 9.040e+15 1.507e+15 4.53 0.000135 ***
## Residuals 25249 8.397e+18 3.326e+14
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1TukeyHSD(model_anova3, conf.level = 0.95) # Perform Tukey's HSD post-hoc test## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = Max.Records.Impacted ~ Breach.Input, data = PRC2024_cleanV2)
##
## $Breach.Input
## diff lwr upr p adj
## DISC-CARD 77617.0580 -3613897.73 3769131.8 1.0000000
## HACK-CARD 1235712.0454 -2320195.49 4791619.6 0.9485282
## INSD-CARD 2926.3060 -3549658.02 3555510.6 1.0000000
## PHYS-CARD 2045.6930 -3960800.63 3964892.0 1.0000000
## PORT-CARD -17700.6115 -3958657.02 3923255.8 1.0000000
## STAT-CARD -22240.4888 -5449973.61 5405492.6 1.0000000
## HACK-DISC 1158094.9874 -92157.85 2408347.8 0.0906426
## INSD-DISC -74690.7520 -1315460.33 1166078.8 0.9999974
## PHYS-DISC -75571.3650 -2225642.23 2074499.5 0.9999999
## PORT-DISC -95317.6695 -2204770.48 2014135.1 0.9999995
## STAT-DISC -99857.5468 -4386924.22 4187209.1 1.0000000
## INSD-HACK -1232785.7394 -1978913.13 -486658.3 0.0000229
## PHYS-HACK -1233666.3525 -3141545.20 674212.5 0.4759168
## PORT-HACK -1253412.6569 -3115397.65 608572.3 0.4243956
## STAT-HACK -1257952.5342 -5428820.26 2912915.2 0.9742806
## PHYS-INSD -880.6131 -1902558.47 1900797.2 1.0000000
## PORT-INSD -20626.9175 -1876257.56 1835003.7 1.0000000
## STAT-INSD -25166.7948 -4193201.65 4142868.1 1.0000000
## PORT-PHYS -19746.3044 -2574479.30 2534986.7 1.0000000
## STAT-PHYS -24286.1818 -4547096.17 4498523.8 1.0000000
## STAT-PORT -4539.8773 -4508182.47 4499102.7 1.0000000levels(PRC2024_cleanV2$Breach.Input)## [1] "CARD" "DISC" "HACK" "INSD" "PHYS" "PORT" "STAT"summary(PRC2024_cleanV2$Year.of.Breach)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 2006 2016 2018 2018 2020 2023model<-aov(Max.Records.Impacted~ Breach.Input + Reported.Date.New + Year.of.Breach + Year.of.Breach:Reported.Date.New, data = PRC2024_cleanV2)
summary(model)## Df Sum Sq Mean Sq F value Pr(>F)
## Breach.Input 6 9.040e+15 1.507e+15 4.531 0.000134 ***
## Reported.Date.New 1 6.379e+13 6.379e+13 0.192 0.661381
## Year.of.Breach 1 2.555e+15 2.555e+15 7.684 0.005575 **
## Reported.Date.New:Year.of.Breach 1 8.417e+14 8.417e+14 2.532 0.111588
## Residuals 25246 8.394e+18 3.325e+14
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1PRC2024_cleanV2$Encryption.Status <- as.factor(PRC2024_cleanV2$Encryption.Status)
summary(PRC2024_cleanV2)## Index Name.of.Entity Source Organization.Type
## Min. : 2 Length:25256 Length:25256 BSO :8668
## 1st Qu.: 8867 Class :character Class :character MED :5750
## Median :17630 Mode :character Mode :character BSF :4310
## Mean :17617 BSR :3071
## 3rd Qu.:26386 EDU :1579
## Max. :35166 GOV : 958
## (Other): 920
## Organization.Type.Explanation Breach.Type Breach.Input
## Length:25256 Length:25256 CARD: 234
## Class :character Class :character DISC: 2271
## Mode :character Mode :character HACK: 9963
## INSD:10846
## PHYS: 863
## PORT: 910
## STAT: 169
## Breach.Type.Explanation Max.Records.Impacted Max.Records.Impacted.Explanation
## Length:25256 Min. :0.000e+00 Length:25256
## Class :character 1st Qu.:8.000e+00 Class :character
## Mode :character Median :5.020e+02 Mode :character
## Mean :5.290e+05
## 3rd Qu.:3.383e+03
## Max. :2.000e+09
##
## Information.Types Encryption.Status
## UNKN :13222 UNKN :12781
## IDENTIFIER :11151 UNENCRYPTED :12262
## HEALTH : 471 ENCRYPTED : 148
## SENSITIVE-LOGIN: 280 ENCRYPTED-WITH-DECRYPTIONKEY: 59
## SENSITIVE-GOV : 103 UNKNOWN : 2
## COMMERCIAL : 11 COMMERCIAL : 1
## (Other) : 18 (Other) : 3
## Information.Types.Description State breach.location.explanation
## Length:25256 Indiana : 6267 Length:25256
## Class :character Unkn : 2188 Class :character
## Mode :character Maine : 1802 Mode :character
## California: 1763
## Maryland : 1697
## Texas : 1045
## (Other) :10494
## Description.of.Breach Reported.Date.New Date.of.Breach.New Year.of.Breach
## Length:25256 Min. :2006-11-10 Min. :2006-10-11 Min. :2006
## Class :character 1st Qu.:2016-11-08 1st Qu.:2016-09-23 1st Qu.:2016
## Mode :character Median :2018-09-28 Median :2018-07-31 Median :2018
## Mean :2018-06-19 Mean :2018-05-02 Mean :2018
## 3rd Qu.:2020-05-12 3rd Qu.:2020-03-28 3rd Qu.:2020
## Max. :2023-09-28 Max. :2023-12-08 Max. :2023
## str(PRC2024_cleanV2)## 'data.frame': 25256 obs. of 19 variables:
## $ Index : num 2 3 4 5 6 7 8 9 11 12 ...
## $ Name.of.Entity : chr "Gannett Company Inc." "Somerset County" "Bed Bath & Beyond Inc." "Angola Wire Products Inc." ...
## $ Source : chr "IA" "IN" "ME" "IN" ...
## $ Organization.Type : Factor w/ 8 levels "BSF","BSO","BSR",..: 2 5 3 2 2 2 1 6 6 2 ...
## $ Organization.Type.Explanation : chr "Gannett Company, Inc. is primarily a media company involved in publishing industries, making it a BSO type of organization." "The name 'Somerset County' indicates it is a local government entity, as counties are typically administrative "| __truncated__ "Bed Bath & Beyond Inc. is a retail business, which falls into the category of Retail Businesses (BSR)." "Angola Wire Products Inc. appears to be a manufacturing company, which classifies it as a 'BSO' since it falls "| __truncated__ ...
## $ Breach.Type : chr "HACK" "UNKN" "UNKN" "UNKN" ...
## $ Breach.Input : Factor w/ 7 levels "CARD","DISC",..: 3 4 1 4 4 4 4 4 3 3 ...
## $ Breach.Type.Explanation : chr "The breach was a result of a phishing attack targeting HR department members which led to the compromise of Off"| __truncated__ "The breach type is classified as 'UNKN' due to the lack of specific information given about the nature of the b"| __truncated__ "Insufficient details about the breach are provided. It is unclear whether it was a hacking incident, an interna"| __truncated__ "The data breach report does not provide specific information about how the breach occurred. The method and natu"| __truncated__ ...
## $ Max.Records.Impacted : num 18100 14599 1 1085 1 ...
## $ Max.Records.Impacted.Explanation: chr "The data breach notification letter states that approximately 18,100 individuals were affected by this incident"| __truncated__ "The maximum number of records impacted is determined to be 14,599, which is the total provided from the source."| __truncated__ "Although the total records impacted are not provided, the source states that there was 1 state record impacted."| __truncated__ "The source provided a total of 1,085 records impacted, and no specific count was provided in the data breach no"| __truncated__ ...
## $ Information.Types : Factor w/ 11 levels "BIOMETRIC","COMMERCIAL",..: 6 11 11 11 11 11 11 11 6 6 ...
## $ Encryption.Status : Factor w/ 9 levels "COMMERCIAL","ENCRIPTED",..: 7 8 8 8 7 8 8 8 7 7 ...
## $ Information.Types.Description : chr "Names and contact information were involved in the breach.}" "No specific information about the types of information exposed in the breach is provided.}]" "The data breach notification provides no details regarding the types of information that were impacted in the breach.}]" "The description does not provide any information regarding the types of information exposed in the breach.}]" ...
## $ State : Factor w/ 58 levels "Alabama","Alaska",..: 54 18 35 18 24 18 24 18 51 25 ...
## $ breach.location.explanation : chr "The location information is provided at the end of the data breach notification letter where Pat McClanahan, Vi"| __truncated__ "The breach notification does not include specific location details such as street, city, state, or zip code. Ho"| __truncated__ "The breach notification does not provide specific location details for Bed Bath & Beyond Inc. However, as of th"| __truncated__ "The breach notification source indicates that the entity is located in Indiana, but no specific city, street ad"| __truncated__ ...
## $ Description.of.Breach : chr "Gannett Company, Inc. experienced a phishing attack compromising the Office 365 and email account credentials o"| __truncated__ "The breach at Somerset County occurred on May 19, 2022, and was reported on September 28, 2022. There is no spe"| __truncated__ "Bed Bath & Beyond Inc. experienced a data breach between November 21, 2017, and December 8, 2017, which was dis"| __truncated__ "The breach occurred on January 5, 2023, and was reported on June 2, 2023. Specific details of the breach, inclu"| __truncated__ ...
## $ Reported.Date.New : Date, format: "2017-04-28" "2022-09-28" ...
## $ Date.of.Breach.New : Date, format: "2017-03-29" "2022-08-29" ...
## $ Year.of.Breach : num 2017 2022 2017 2023 2017 ...
## - attr(*, "na.action")= 'omit' Named int [1:9916] 1 10 16 17 23 27 28 29 31 32 ...
## ..- attr(*, "names")= chr [1:9916] "1" "10" "16" "17" ...Creating Interaction features between encryption_status
and information_types
# Assuming encryption_status and information_types are columns in your data frame
PRC2024_cleanV2$Interaction_Encryption_Info <- interaction(PRC2024_cleanV2$Encryption.Status, PRC2024_cleanV2$Information.Types, sep = "_")
# Print the new column within the data frame
print(PRC2024_cleanV2$Interaction_Encryption_Info)## [1] UNENCRYPTED_IDENTIFIER
## [2] UNKN_UNKN
## [3] UNKN_UNKN
## [4] UNKN_UNKN
## [5] UNENCRYPTED_UNKN
## [6] UNKN_UNKN
## [7] UNKN_UNKN
## [8] UNKN_UNKN
## [9] UNENCRYPTED_IDENTIFIER
## [10] UNENCRYPTED_IDENTIFIER
## [11] UNENCRYPTED_SENSITIVE-LOGIN
## [12] UNKN_UNKN
## [13] UNENCRYPTED_UNKN
## [14] UNKN_UNKN
## [15] UNENCRYPTED_IDENTIFIER
## [16] UNKN_UNKN
## [17] UNENCRYPTED_IDENTIFIER
## [18] UNENCRYPTED_IDENTIFIER
## [19] UNKN_UNKN
## [20] UNKN_UNKN
## [21] UNENCRYPTED_IDENTIFIER
## [22] UNKN_UNKN
## [23] UNENCRYPTED_IDENTIFIER
## [24] UNENCRYPTED_IDENTIFIER
## [25] UNKN_UNKN
## [26] UNKN_UNKN
## [27] UNKN_UNKN
## [28] UNKN_UNKN
## [29] UNKN_UNKN
## [30] UNENCRYPTED_IDENTIFIER
## [31] UNENCRYPTED_IDENTIFIER
## [32] UNENCRYPTED_IDENTIFIER
## [33] UNENCRYPTED_IDENTIFIER
## [34] UNENCRYPTED_HEALTH
## [35] UNKN_UNKN
## [36] UNENCRYPTED_HEALTH
## [37] UNENCRYPTED_IDENTIFIER
## [38] UNENCRYPTED_IDENTIFIER
## [39] UNKN_UNKN
## [40] UNENCRYPTED_IDENTIFIER
## [41] UNENCRYPTED_IDENTIFIER
## [42] UNKN_UNKN
## [43] UNKN_UNKN
## [44] UNKN_UNKN
## [45] UNENCRYPTED_UNKN
## [46] UNKN_UNKN
## [47] UNKN_UNKN
## [48] UNKN_UNKN
## [49] UNENCRYPTED_IDENTIFIER
## [50] UNENCRYPTED_IDENTIFIER
## [51] UNKN_UNKN
## [52] UNKN_UNKN
## [53] ENCRYPTED_IDENTIFIER
## [54] UNKN_UNKN
## [55] UNKN_UNKN
## [56] UNKN_UNKN
## [57] UNKN_UNKN
## [58] UNENCRYPTED_IDENTIFIER
## [59] UNKN_UNKN
## [60] UNKN_UNKN
## [61] UNENCRYPTED_IDENTIFIER
## [62] UNENCRYPTED_IDENTIFIER
## [63] UNENCRYPTED_COMMERCIAL
## [64] UNENCRYPTED_IDENTIFIER
## [65] UNKN_UNKN
## [66] UNENCRYPTED_IDENTIFIER
## [67] UNENCRYPTED_IDENTIFIER
## [68] UNENCRYPTED_IDENTIFIER
## [69] UNENCRYPTED_UNKN
## [70] UNKN_UNKN
## [71] UNENCRYPTED_IDENTIFIER
## [72] UNKN_UNKN
## [73] UNKN_UNKN
## [74] UNKN_UNKN
## [75] UNKN_UNKN
## [76] UNKN_UNKN
## [77] UNENCRYPTED_IDENTIFIER
## [78] UNKN_UNKN
## [79] UNENCRYPTED_IDENTIFIER
## [80] UNENCRYPTED_IDENTIFIER
## [81] UNENCRYPTED_IDENTIFIER
## [82] UNKN_UNKN
## [83] UNKN_UNKN
## [84] UNKN_UNKN
## [85] UNENCRYPTED_IDENTIFIER
## [86] UNKN_UNKN
## [87] UNENCRYPTED_IDENTIFIER
## [88] UNKN_UNKN
## [89] UNKN_UNKN
## [90] UNENCRYPTED_IDENTIFIER
## [91] UNENCRYPTED_IDENTIFIER
## [92] UNKN_UNKN
## [93] UNENCRYPTED_IDENTIFIER
## [94] UNENCRYPTED_IDENTIFIER
## [95] UNENCRYPTED_IDENTIFIER
## [96] UNENCRYPTED_UNKN
## [97] UNENCRYPTED_IDENTIFIER
## [98] UNENCRYPTED_UNKN
## [99] UNENCRYPTED_IDENTIFIER
## [100] UNENCRYPTED_IDENTIFIER
## [101] UNENCRYPTED_IDENTIFIER
## [102] UNENCRYPTED_IDENTIFIER
## [103] UNENCRYPTED_IDENTIFIER
## [104] UNENCRYPTED_UNKN
## [105] UNENCRYPTED_IDENTIFIER
## [106] UNENCRYPTED_IDENTIFIER
## [107] UNKN_UNKN
## [108] UNKN_UNKN
## [109] UNKN_UNKN
## [110] UNENCRYPTED_IDENTIFIER
## [111] UNKN_UNKN
## [112] UNENCRYPTED_IDENTIFIER
## [113] UNENCRYPTED_IDENTIFIER
## [114] UNKN_UNKN
## [115] UNKN_UNKN
## [116] UNENCRYPTED_UNKN
## [117] UNENCRYPTED_IDENTIFIER
## [118] UNKN_UNKN
## [119] UNKN_UNKN
## [120] UNKN_UNKN
## [121] UNENCRYPTED_IDENTIFIER
## [122] UNKN_UNKN
## [123] UNENCRYPTED_IDENTIFIER
## [124] UNENCRYPTED_IDENTIFIER
## [125] UNKN_UNKN
## [126] UNENCRYPTED_IDENTIFIER
## [127] UNKN_UNKN
## [128] UNENCRYPTED_IDENTIFIER
## [129] UNKN_UNKN
## [130] UNENCRYPTED_IDENTIFIER
## [131] UNKN_UNKN
## [132] UNKN_UNKN
## [133] UNKN_UNKN
## [134] UNENCRYPTED_IDENTIFIER
## [135] UNKN_UNKN
## [136] UNENCRYPTED_IDENTIFIER
## [137] UNENCRYPTED_UNKN
## [138] UNENCRYPTED_IDENTIFIER
## [139] UNENCRYPTED_IDENTIFIER
## [140] UNENCRYPTED_IDENTIFIER
## [141] UNENCRYPTED_IDENTIFIER
## [142] UNENCRYPTED_IDENTIFIER
## [143] UNENCRYPTED_IDENTIFIER
## [144] UNENCRYPTED_UNKN
## [145] UNENCRYPTED_UNKN
## [146] UNKN_UNKN
## [147] UNKN_UNKN
## [148] UNENCRYPTED_IDENTIFIER
## [149] UNENCRYPTED_IDENTIFIER
## [150] UNENCRYPTED_IDENTIFIER
## [151] UNKN_UNKN
## [152] UNKN_UNKN
## [153] UNKN_UNKN
## [154] UNENCRYPTED_IDENTIFIER
## [155] UNKN_UNKN
## [156] UNKN_UNKN
## [157] UNKN_UNKN
## [158] UNENCRYPTED_IDENTIFIER
## [159] UNKN_UNKN
## [160] UNENCRYPTED_IDENTIFIER
## [161] UNENCRYPTED_IDENTIFIER
## [162] UNKN_UNKN
## [163] UNENCRYPTED_IDENTIFIER
## [164] UNKN_UNKN
## [165] UNKN_UNKN
## [166] UNKN_UNKN
## [167] UNENCRYPTED_IDENTIFIER
## [168] UNKN_UNKN
## [169] UNENCRYPTED_IDENTIFIER
## [170] UNKN_UNKN
## [171] UNKN_UNKN
## [172] UNKN_UNKN
## [173] UNKN_UNKN
## [174] UNENCRYPTED_UNKN
## [175] UNENCRYPTED_IDENTIFIER
## [176] UNKN_UNKN
## [177] UNENCRYPTED_IDENTIFIER
## [178] UNENCRYPTED_IDENTIFIER
## [179] UNENCRYPTED_IDENTIFIER
## [180] UNENCRYPTED_IDENTIFIER
## [181] UNKN_UNKN
## [182] UNENCRYPTED_IDENTIFIER
## [183] UNKN_UNKN
## [184] UNENCRYPTED_IDENTIFIER
## [185] UNENCRYPTED_IDENTIFIER
## [186] UNENCRYPTED_IDENTIFIER
## [187] UNKN_UNKN
## [188] UNENCRYPTED_IDENTIFIER
## [189] UNENCRYPTED_SENSITIVE-LOGIN
## [190] UNKN_UNKN
## [191] UNENCRYPTED_UNKN
## [192] UNKN_UNKN
## [193] UNKN_UNKN
## [194] UNENCRYPTED_IDENTIFIER
## [195] UNENCRYPTED_IDENTIFIER
## [196] UNKN_UNKN
## [197] UNENCRYPTED_IDENTIFIER
## [198] UNENCRYPTED_IDENTIFIER
## [199] UNENCRYPTED_IDENTIFIER
## [200] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [201] UNKN_UNKN
## [202] UNKN_UNKN
## [203] UNENCRYPTED_IDENTIFIER
## [204] UNKN_UNKN
## [205] UNKN_UNKN
## [206] UNENCRYPTED_IDENTIFIER
## [207] UNKN_UNKN
## [208] UNKN_UNKN
## [209] UNKN_UNKN
## [210] UNKN_UNKN
## [211] UNKN_UNKN
## [212] UNENCRYPTED_IDENTIFIER
## [213] UNKN_UNKN
## [214] UNKN_UNKN
## [215] UNENCRYPTED_IDENTIFIER
## [216] UNENCRYPTED_HEALTH
## [217] UNENCRYPTED_IDENTIFIER
## [218] UNENCRYPTED_IDENTIFIER
## [219] UNKN_UNKN
## [220] UNKN_UNKN
## [221] UNKN_UNKN
## [222] UNKN_UNKN
## [223] UNENCRYPTED_IDENTIFIER
## [224] UNKN_UNKN
## [225] UNENCRYPTED_IDENTIFIER
## [226] UNKN_UNKN
## [227] UNENCRYPTED_HEALTH
## [228] UNENCRYPTED_IDENTIFIER
## [229] UNENCRYPTED_IDENTIFIER
## [230] UNKN_UNKN
## [231] UNKN_UNKN
## [232] UNKN_UNKN
## [233] UNKN_UNKN
## [234] UNENCRYPTED_IDENTIFIER
## [235] UNENCRYPTED_IDENTIFIER
## [236] UNKN_UNKN
## [237] UNENCRYPTED_IDENTIFIER
## [238] UNKN_UNKN
## [239] UNENCRYPTED_IDENTIFIER
## [240] UNKN_UNKN
## [241] UNENCRYPTED_IDENTIFIER
## [242] UNKN_UNKN
## [243] UNENCRYPTED_IDENTIFIER
## [244] UNENCRYPTED_IDENTIFIER
## [245] UNENCRYPTED_IDENTIFIER
## [246] UNKN_UNKN
## [247] UNKN_UNKN
## [248] UNKN_UNKN
## [249] UNKN_UNKN
## [250] UNENCRYPTED_IDENTIFIER
## [251] UNKN_UNKN
## [252] UNENCRYPTED_IDENTIFIER
## [253] UNENCRYPTED_IDENTIFIER
## [254] UNENCRYPTED_IDENTIFIER
## [255] UNENCRYPTED_IDENTIFIER
## [256] UNKN_UNKN
## [257] UNKN_UNKN
## [258] UNKN_UNKN
## [259] UNKN_UNKN
## [260] UNENCRYPTED_IDENTIFIER
## [261] UNENCRYPTED_IDENTIFIER
## [262] UNKN_UNKN
## [263] UNKN_UNKN
## [264] UNENCRYPTED_IDENTIFIER
## [265] UNENCRYPTED_IDENTIFIER
## [266] UNKN_UNKN
## [267] UNKN_UNKN
## [268] UNKN_UNKN
## [269] UNKN_UNKN
## [270] UNENCRYPTED_IDENTIFIER
## [271] UNKN_UNKN
## [272] UNENCRYPTED_IDENTIFIER
## [273] UNENCRYPTED_IDENTIFIER
## [274] UNENCRYPTED_IDENTIFIER
## [275] UNKN_UNKN
## [276] UNKN_UNKN
## [277] UNENCRYPTED_IDENTIFIER
## [278] UNENCRYPTED_SENSITIVE-LOGIN
## [279] UNKN_UNKN
## [280] UNKN_UNKN
## [281] UNKN_UNKN
## [282] UNKN_UNKN
## [283] UNENCRYPTED_IDENTIFIER
## [284] UNENCRYPTED_IDENTIFIER
## [285] UNKN_UNKN
## [286] UNKN_UNKN
## [287] UNKN_UNKN
## [288] UNKN_UNKN
## [289] UNENCRYPTED_IDENTIFIER
## [290] UNENCRYPTED_IDENTIFIER
## [291] UNKN_UNKN
## [292] UNKN_UNKN
## [293] UNKN_UNKN
## [294] UNENCRYPTED_IDENTIFIER
## [295] UNENCRYPTED_IDENTIFIER
## [296] UNENCRYPTED_IDENTIFIER
## [297] UNENCRYPTED_IDENTIFIER
## [298] UNKN_UNKN
## [299] UNENCRYPTED_IDENTIFIER
## [300] UNENCRYPTED_UNKN
## [301] UNKN_UNKN
## [302] UNENCRYPTED_IDENTIFIER
## [303] UNKN_UNKN
## [304] UNKN_UNKN
## [305] UNKN_UNKN
## [306] UNENCRYPTED_IDENTIFIER
## [307] UNKN_UNKN
## [308] UNENCRYPTED_IDENTIFIER
## [309] UNKN_UNKN
## [310] UNKN_UNKN
## [311] UNKN_UNKN
## [312] UNKN_UNKN
## [313] UNENCRYPTED_HEALTH
## [314] UNKN_UNKN
## [315] UNKN_UNKN
## [316] UNKN_UNKN
## [317] UNENCRYPTED_IDENTIFIER
## [318] UNENCRYPTED_IDENTIFIER
## [319] UNENCRYPTED_IDENTIFIER
## [320] UNKN_UNKN
## [321] UNKN_UNKN
## [322] UNENCRYPTED_IDENTIFIER
## [323] UNKN_UNKN
## [324] UNKN_UNKN
## [325] UNENCRYPTED_IDENTIFIER
## [326] UNKN_UNKN
## [327] UNKN_UNKN
## [328] UNENCRYPTED_IDENTIFIER
## [329] UNENCRYPTED_IDENTIFIER
## [330] UNKN_UNKN
## [331] UNKN_UNKN
## [332] UNENCRYPTED_IDENTIFIER
## [333] UNKN_UNKN
## [334] UNKN_UNKN
## [335] UNENCRYPTED_IDENTIFIER
## [336] UNENCRYPTED_HEALTH
## [337] UNKN_UNKN
## [338] UNENCRYPTED_IDENTIFIER
## [339] UNKN_UNKN
## [340] UNENCRYPTED_IDENTIFIER
## [341] UNKN_UNKN
## [342] UNKN_UNKN
## [343] UNENCRYPTED_UNKN
## [344] UNENCRYPTED_IDENTIFIER
## [345] UNENCRYPTED_IDENTIFIER
## [346] UNKN_UNKN
## [347] UNENCRYPTED_IDENTIFIER
## [348] UNENCRYPTED_IDENTIFIER
## [349] UNKN_UNKN
## [350] UNENCRYPTED_IDENTIFIER
## [351] UNKN_UNKN
## [352] UNENCRYPTED_IDENTIFIER
## [353] UNENCRYPTED_IDENTIFIER
## [354] UNKN_UNKN
## [355] UNENCRYPTED_IDENTIFIER
## [356] UNKN_UNKN
## [357] UNKN_UNKN
## [358] UNENCRYPTED_IDENTIFIER
## [359] UNENCRYPTED_IDENTIFIER
## [360] UNKN_UNKN
## [361] UNKN_UNKN
## [362] UNENCRYPTED_IDENTIFIER
## [363] UNENCRYPTED_IDENTIFIER
## [364] UNENCRYPTED_IDENTIFIER
## [365] UNENCRYPTED_IDENTIFIER
## [366] UNENCRYPTED_IDENTIFIER
## [367] UNKN_UNKN
## [368] UNKN_UNKN
## [369] UNKN_UNKN
## [370] UNKN_UNKN
## [371] UNKN_UNKN
## [372] UNKN_UNKN
## [373] UNENCRYPTED_IDENTIFIER
## [374] UNKN_UNKN
## [375] UNENCRYPTED_IDENTIFIER
## [376] UNENCRYPTED_IDENTIFIER
## [377] UNENCRYPTED_IDENTIFIER
## [378] UNENCRYPTED_HEALTH
## [379] UNENCRYPTED_IDENTIFIER
## [380] UNKN_UNKN
## [381] UNKN_UNKN
## [382] UNKN_UNKN
## [383] UNENCRYPTED_IDENTIFIER
## [384] UNKN_UNKN
## [385] UNENCRYPTED_IDENTIFIER
## [386] UNENCRYPTED_IDENTIFIER
## [387] UNKN_UNKN
## [388] UNKN_UNKN
## [389] UNENCRYPTED_IDENTIFIER
## [390] UNENCRYPTED_HEALTH
## [391] UNKN_UNKN
## [392] UNENCRYPTED_IDENTIFIER
## [393] UNENCRYPTED_IDENTIFIER
## [394] UNKN_UNKN
## [395] UNENCRYPTED_UNKN
## [396] UNKN_UNKN
## [397] UNKN_UNKN
## [398] UNKN_UNKN
## [399] UNKN_UNKN
## [400] UNENCRYPTED_IDENTIFIER
## [401] UNENCRYPTED_IDENTIFIER
## [402] UNKN_UNKN
## [403] UNKN_UNKN
## [404] UNENCRYPTED_IDENTIFIER
## [405] UNENCRYPTED_IDENTIFIER
## [406] UNENCRYPTED_IDENTIFIER
## [407] UNENCRYPTED_IDENTIFIER
## [408] UNENCRYPTED_IDENTIFIER
## [409] UNKN_UNKN
## [410] UNENCRYPTED_IDENTIFIER
## [411] UNENCRYPTED_IDENTIFIER
## [412] UNKN_UNKN
## [413] UNKN_UNKN
## [414] UNENCRYPTED_IDENTIFIER
## [415] UNENCRYPTED_IDENTIFIER
## [416] UNKN_UNKN
## [417] UNKN_UNKN
## [418] UNENCRYPTED_IDENTIFIER
## [419] UNKN_UNKN
## [420] UNENCRYPTED_IDENTIFIER
## [421] UNENCRYPTED_HEALTH
## [422] UNENCRYPTED_IDENTIFIER
## [423] UNENCRYPTED_IDENTIFIER
## [424] UNENCRYPTED_IDENTIFIER
## [425] UNENCRYPTED_IDENTIFIER
## [426] UNKN_UNKN
## [427] UNKN_UNKN
## [428] UNENCRYPTED_IDENTIFIER
## [429] UNKN_UNKN
## [430] UNKN_UNKN
## [431] UNENCRYPTED_IDENTIFIER
## [432] UNENCRYPTED_IDENTIFIER
## [433] UNENCRYPTED_IDENTIFIER
## [434] UNKN_UNKN
## [435] UNENCRYPTED_IDENTIFIER
## [436] UNENCRYPTED_IDENTIFIER
## [437] UNENCRYPTED_IDENTIFIER
## [438] UNKN_UNKN
## [439] UNKN_UNKN
## [440] UNKN_UNKN
## [441] UNKN_UNKN
## [442] UNENCRYPTED_IDENTIFIER
## [443] UNENCRYPTED_IDENTIFIER
## [444] UNENCRYPTED_IDENTIFIER
## [445] UNKN_UNKN
## [446] UNENCRYPTED_IDENTIFIER
## [447] UNENCRYPTED_UNKN
## [448] UNENCRYPTED_IDENTIFIER
## [449] UNKN_UNKN
## [450] UNENCRYPTED_IDENTIFIER
## [451] UNKN_UNKN
## [452] UNENCRYPTED_IDENTIFIER
## [453] UNENCRYPTED_IDENTIFIER
## [454] UNKN_UNKN
## [455] UNKN_UNKN
## [456] UNKN_UNKN
## [457] UNENCRYPTED_IDENTIFIER
## [458] UNKN_UNKN
## [459] UNENCRYPTED_IDENTIFIER
## [460] UNENCRYPTED_IDENTIFIER
## [461] UNENCRYPTED_IDENTIFIER
## [462] UNENCRYPTED_IDENTIFIER
## [463] UNENCRYPTED_IDENTIFIER
## [464] UNKN_UNKN
## [465] UNENCRYPTED_IDENTIFIER
## [466] UNKN_UNKN
## [467] UNKN_UNKN
## [468] UNKN_UNKN
## [469] UNKN_UNKN
## [470] UNKN_UNKN
## [471] UNENCRYPTED_IDENTIFIER
## [472] UNKN_UNKN
## [473] UNKN_UNKN
## [474] UNENCRYPTED_IDENTIFIER
## [475] UNENCRYPTED_IDENTIFIER
## [476] UNKN_UNKN
## [477] UNENCRYPTED_HEALTH
## [478] UNENCRYPTED_IDENTIFIER
## [479] UNKN_UNKN
## [480] UNENCRYPTED_SENSITIVE-GOV
## [481] UNKN_UNKN
## [482] UNENCRYPTED_IDENTIFIER
## [483] UNKN_UNKN
## [484] UNKN_UNKN
## [485] UNKN_UNKN
## [486] UNENCRYPTED_IDENTIFIER
## [487] UNKN_UNKN
## [488] UNKN_UNKN
## [489] UNENCRYPTED_IDENTIFIER
## [490] UNENCRYPTED_IDENTIFIER
## [491] UNENCRYPTED_IDENTIFIER
## [492] UNKN_UNKN
## [493] UNKN_UNKN
## [494] UNENCRYPTED_IDENTIFIER
## [495] ENCRYPTED_IDENTIFIER
## [496] UNKN_UNKN
## [497] UNKN_UNKN
## [498] UNKN_UNKN
## [499] UNKN_UNKN
## [500] UNKN_UNKN
## [501] UNENCRYPTED_SENSITIVE-LOGIN
## [502] UNENCRYPTED_HEALTH
## [503] UNKN_UNKN
## [504] UNENCRYPTED_IDENTIFIER
## [505] UNENCRYPTED_IDENTIFIER
## [506] UNKN_UNKN
## [507] UNENCRYPTED_IDENTIFIER
## [508] UNKN_UNKN
## [509] UNENCRYPTED_IDENTIFIER
## [510] UNENCRYPTED_IDENTIFIER
## [511] UNENCRYPTED_IDENTIFIER
## [512] UNKN_UNKN
## [513] UNENCRYPTED_IDENTIFIER
## [514] ENCRYPTED_IDENTIFIER
## [515] UNKN_UNKN
## [516] UNKN_UNKN
## [517] UNKN_UNKN
## [518] UNENCRYPTED_IDENTIFIER
## [519] UNKN_UNKN
## [520] UNENCRYPTED_IDENTIFIER
## [521] UNKN_UNKN
## [522] UNENCRYPTED_IDENTIFIER
## [523] UNENCRYPTED_IDENTIFIER
## [524] UNKN_UNKN
## [525] UNKN_UNKN
## [526] UNKN_UNKN
## [527] UNENCRYPTED_UNKN
## [528] UNENCRYPTED_HEALTH
## [529] UNKN_UNKN
## [530] UNENCRYPTED_IDENTIFIER
## [531] UNKN_UNKN
## [532] UNENCRYPTED_IDENTIFIER
## [533] UNENCRYPTED_SENSITIVE-LOGIN
## [534] UNENCRYPTED_IDENTIFIER
## [535] UNKN_UNKN
## [536] UNENCRYPTED_IDENTIFIER
## [537] UNENCRYPTED_IDENTIFIER
## [538] UNENCRYPTED_IDENTIFIER
## [539] UNKN_UNKN
## [540] UNENCRYPTED_EMPLOYMENT
## [541] UNKN_UNKN
## [542] UNKN_UNKN
## [543] UNENCRYPTED_IDENTIFIER
## [544] UNKN_UNKN
## [545] UNKN_UNKN
## [546] UNKN_UNKN
## [547] UNKN_UNKN
## [548] UNKN_UNKN
## [549] UNKN_UNKN
## [550] UNENCRYPTED_IDENTIFIER
## [551] UNENCRYPTED_IDENTIFIER
## [552] UNENCRYPTED_IDENTIFIER
## [553] UNKN_UNKN
## [554] UNKN_UNENCRYPTED
## [555] UNKN_UNKN
## [556] UNENCRYPTED_IDENTIFIER
## [557] UNENCRYPTED_IDENTIFIER
## [558] UNENCRYPTED_IDENTIFIER
## [559] UNENCRYPTED_IDENTIFIER
## [560] UNKN_UNKN
## [561] UNKN_UNKN
## [562] UNKN_UNKN
## [563] UNKN_UNKN
## [564] UNENCRYPTED_IDENTIFIER
## [565] UNKN_UNKN
## [566] UNENCRYPTED_IDENTIFIER
## [567] UNENCRYPTED_IDENTIFIER
## [568] UNENCRYPTED_IDENTIFIER
## [569] UNENCRYPTED_IDENTIFIER
## [570] UNKN_UNKN
## [571] UNENCRYPTED_IDENTIFIER
## [572] UNKN_UNKN
## [573] UNKN_UNKN
## [574] UNENCRYPTED_HEALTH
## [575] UNKN_UNKN
## [576] UNKN_UNKN
## [577] UNKN_UNKN
## [578] UNKN_UNKN
## [579] UNENCRYPTED_IDENTIFIER
## [580] UNKN_UNKN
## [581] UNENCRYPTED_IDENTIFIER
## [582] UNKN_UNKN
## [583] UNKN_UNKN
## [584] UNENCRYPTED_IDENTIFIER
## [585] UNENCRYPTED_IDENTIFIER
## [586] UNKN_UNKN
## [587] UNENCRYPTED_IDENTIFIER
## [588] UNKN_UNKN
## [589] UNKN_UNKN
## [590] UNKN_UNKN
## [591] UNENCRYPTED_IDENTIFIER
## [592] UNKN_UNKN
## [593] UNKN_UNKN
## [594] UNENCRYPTED_SENSITIVE-LOGIN
## [595] UNKN_UNKN
## [596] UNKN_UNKN
## [597] UNENCRYPTED_IDENTIFIER
## [598] UNKN_UNKN
## [599] UNKN_UNKN
## [600] UNKN_UNKN
## [601] UNKN_UNKN
## [602] UNKN_UNKN
## [603] UNENCRYPTED_IDENTIFIER
## [604] UNENCRYPTED_IDENTIFIER
## [605] UNKN_UNKN
## [606] UNKN_UNKN
## [607] UNENCRYPTED_IDENTIFIER
## [608] UNENCRYPTED_IDENTIFIER
## [609] UNENCRYPTED_HEALTH
## [610] UNENCRYPTED_IDENTIFIER
## [611] UNENCRYPTED_IDENTIFIER
## [612] UNENCRYPTED_IDENTIFIER
## [613] UNKN_UNKN
## [614] UNENCRYPTED_IDENTIFIER
## [615] UNKN_UNKN
## [616] UNKN_UNKN
## [617] UNENCRYPTED_IDENTIFIER
## [618] UNKN_UNKN
## [619] UNKN_UNKN
## [620] UNKN_UNKN
## [621] UNENCRYPTED_UNKN
## [622] UNENCRYPTED_IDENTIFIER
## [623] UNENCRYPTED_IDENTIFIER
## [624] UNENCRYPTED_IDENTIFIER
## [625] UNKN_UNKN
## [626] UNENCRYPTED_IDENTIFIER
## [627] UNKN_UNKN
## [628] UNENCRYPTED_IDENTIFIER
## [629] UNENCRYPTED_IDENTIFIER
## [630] UNENCRYPTED_HEALTH
## [631] UNKN_UNKN
## [632] UNENCRYPTED_IDENTIFIER
## [633] UNKN_UNKN
## [634] UNKN_UNKN
## [635] UNENCRYPTED_IDENTIFIER
## [636] UNKN_UNKN
## [637] UNKN_UNKN
## [638] UNKN_UNKN
## [639] UNKN_UNKN
## [640] UNKN_UNKN
## [641] UNKN_UNKN
## [642] UNKN_UNKN
## [643] UNENCRYPTED_IDENTIFIER
## [644] UNKN_UNKN
## [645] UNENCRYPTED_IDENTIFIER
## [646] UNENCRYPTED_IDENTIFIER
## [647] UNKN_UNKN
## [648] UNENCRYPTED_IDENTIFIER
## [649] UNENCRYPTED_IDENTIFIER
## [650] UNENCRYPTED_IDENTIFIER
## [651] UNKN_UNKN
## [652] UNENCRYPTED_IDENTIFIER
## [653] UNKN_UNKN
## [654] UNENCRYPTED_IDENTIFIER
## [655] UNKN_UNKN
## [656] UNENCRYPTED_IDENTIFIER
## [657] UNENCRYPTED_IDENTIFIER
## [658] UNENCRYPTED_IDENTIFIER
## [659] UNKN_UNKN
## [660] UNENCRYPTED_IDENTIFIER
## [661] UNKN_UNKN
## [662] UNENCRYPTED_IDENTIFIER
## [663] UNENCRYPTED_IDENTIFIER
## [664] UNKN_UNKN
## [665] UNENCRYPTED_SENSITIVE-LOGIN
## [666] UNKN_UNKN
## [667] UNKN_UNKN
## [668] UNENCRYPTED_IDENTIFIER
## [669] UNKN_UNKN
## [670] UNKN_UNKN
## [671] UNKN_UNKN
## [672] UNKN_UNKN
## [673] UNENCRYPTED_IDENTIFIER
## [674] UNKN_UNKN
## [675] UNKN_UNKN
## [676] UNENCRYPTED_IDENTIFIER
## [677] UNENCRYPTED_IDENTIFIER
## [678] UNENCRYPTED_IDENTIFIER
## [679] UNENCRYPTED_IDENTIFIER
## [680] UNKN_UNKN
## [681] UNKN_UNKN
## [682] UNKN_UNKN
## [683] UNKN_UNKN
## [684] UNENCRYPTED_IDENTIFIER
## [685] UNKN_UNKN
## [686] UNENCRYPTED_IDENTIFIER
## [687] UNENCRYPTED_IDENTIFIER
## [688] UNKN_UNKN
## [689] UNENCRYPTED_IDENTIFIER
## [690] UNENCRYPTED_IDENTIFIER
## [691] UNENCRYPTED_IDENTIFIER
## [692] UNKN_UNKN
## [693] UNENCRYPTED_IDENTIFIER
## [694] UNKN_UNKN
## [695] UNKN_UNKN
## [696] UNKN_UNKN
## [697] UNENCRYPTED_IDENTIFIER
## [698] UNENCRYPTED_IDENTIFIER
## [699] UNKN_UNKN
## [700] UNKN_UNKN
## [701] UNKN_UNKN
## [702] UNKN_UNKN
## [703] UNENCRYPTED_IDENTIFIER
## [704] UNKN_UNKN
## [705] UNENCRYPTED_IDENTIFIER
## [706] UNENCRYPTED_IDENTIFIER
## [707] UNENCRYPTED_IDENTIFIER
## [708] UNKN_UNKN
## [709] UNENCRYPTED_IDENTIFIER
## [710] UNENCRYPTED_IDENTIFIER
## [711] UNKN_UNKN
## [712] UNENCRYPTED_IDENTIFIER
## [713] UNENCRYPTED_IDENTIFIER
## [714] UNENCRYPTED_SENSITIVE-LOGIN
## [715] UNENCRYPTED_IDENTIFIER
## [716] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [717] UNENCRYPTED_HEALTH
## [718] UNKN_UNKN
## [719] UNKN_UNKN
## [720] UNKN_UNKN
## [721] UNKN_UNKN
## [722] UNENCRYPTED_IDENTIFIER
## [723] UNENCRYPTED_IDENTIFIER
## [724] UNKN_UNKN
## [725] UNKN_UNKN
## [726] UNENCRYPTED_IDENTIFIER
## [727] ENCRYPTED_IDENTIFIER
## [728] UNKN_UNKN
## [729] UNENCRYPTED_IDENTIFIER
## [730] UNENCRYPTED_IDENTIFIER
## [731] UNENCRYPTED_IDENTIFIER
## [732] UNKN_UNKN
## [733] UNENCRYPTED_IDENTIFIER
## [734] UNENCRYPTED_IDENTIFIER
## [735] UNENCRYPTED_IDENTIFIER
## [736] UNENCRYPTED_IDENTIFIER
## [737] UNKN_UNKN
## [738] UNENCRYPTED_IDENTIFIER
## [739] UNKN_UNKN
## [740] UNENCRYPTED_IDENTIFIER
## [741] UNENCRYPTED_HEALTH
## [742] UNENCRYPTED_IDENTIFIER
## [743] UNKN_UNKN
## [744] UNKN_UNKN
## [745] UNENCRYPTED_IDENTIFIER
## [746] UNENCRYPTED_IDENTIFIER
## [747] UNKN_UNKN
## [748] ENCRYPTED_IDENTIFIER
## [749] UNKN_UNKN
## [750] UNKN_UNKN
## [751] UNENCRYPTED_IDENTIFIER
## [752] UNENCRYPTED_IDENTIFIER
## [753] UNENCRYPTED_IDENTIFIER
## [754] UNKN_UNKN
## [755] UNENCRYPTED_IDENTIFIER
## [756] UNENCRYPTED_IDENTIFIER
## [757] UNENCRYPTED_IDENTIFIER
## [758] UNENCRYPTED_IDENTIFIER
## [759] UNKN_UNKN
## [760] UNKN_UNKN
## [761] UNKN_UNKN
## [762] UNKN_UNKN
## [763] UNENCRYPTED_IDENTIFIER
## [764] UNENCRYPTED_IDENTIFIER
## [765] UNKN_UNKN
## [766] UNKN_UNKN
## [767] UNENCRYPTED_HEALTH
## [768] UNKN_UNKN
## [769] UNKN_UNKN
## [770] ENCRYPTED-WITH-DECRYPTIONKEY_SENSITIVE-LOGIN
## [771] UNKN_UNKN
## [772] UNKN_UNKN
## [773] UNKN_UNKN
## [774] UNENCRYPTED_IDENTIFIER
## [775] UNENCRYPTED_IDENTIFIER
## [776] UNENCRYPTED_IDENTIFIER
## [777] UNENCRYPTED_IDENTIFIER
## [778] UNENCRYPTED_IDENTIFIER
## [779] UNKN_UNKN
## [780] UNENCRYPTED_IDENTIFIER
## [781] UNKN_UNKN
## [782] UNKN_UNKN
## [783] UNENCRYPTED_IDENTIFIER
## [784] UNENCRYPTED_IDENTIFIER
## [785] UNKN_UNKN
## [786] UNENCRYPTED_IDENTIFIER
## [787] UNENCRYPTED_IDENTIFIER
## [788] UNENCRYPTED_IDENTIFIER
## [789] UNENCRYPTED_IDENTIFIER
## [790] UNENCRYPTED_IDENTIFIER
## [791] UNKN_UNKN
## [792] UNKN_UNKN
## [793] UNENCRYPTED_IDENTIFIER
## [794] UNKN_UNKN
## [795] UNKN_UNKN
## [796] UNENCRYPTED_IDENTIFIER
## [797] UNENCRYPTED_IDENTIFIER
## [798] UNKN_UNKN
## [799] UNENCRYPTED_IDENTIFIER
## [800] UNENCRYPTED_IDENTIFIER
## [801] UNENCRYPTED_IDENTIFIER
## [802] UNKN_UNKN
## [803] UNENCRYPTED_IDENTIFIER
## [804] UNKN_UNKN
## [805] UNENCRYPTED_SENSITIVE-GOV
## [806] UNENCRYPTED_IDENTIFIER
## [807] UNKN_UNKN
## [808] UNENCRYPTED_IDENTIFIER
## [809] UNKN_UNKN
## [810] UNKN_UNKN
## [811] UNENCRYPTED_UNKN
## [812] UNKN_UNKN
## [813] UNENCRYPTED_IDENTIFIER
## [814] UNENCRYPTED_IDENTIFIER
## [815] UNENCRYPTED_IDENTIFIER
## [816] UNKN_UNKN
## [817] UNENCRYPTED_IDENTIFIER
## [818] UNKN_UNKN
## [819] UNENCRYPTED_IDENTIFIER
## [820] UNENCRYPTED_UNKN
## [821] UNKN_UNKN
## [822] UNENCRYPTED_IDENTIFIER
## [823] ENCRYPTED_IDENTIFIER
## [824] UNENCRYPTED_SENSITIVE-LOGIN
## [825] UNKN_UNKN
## [826] UNKN_UNKN
## [827] UNENCRYPTED_IDENTIFIER
## [828] UNENCRYPTED_IDENTIFIER
## [829] UNENCRYPTED_HEALTH
## [830] UNKN_UNKN
## [831] UNENCRYPTED_IDENTIFIER
## [832] UNENCRYPTED_UNKN
## [833] UNKN_UNKN
## [834] UNENCRYPTED_IDENTIFIER
## [835] UNENCRYPTED_UNKN
## [836] UNKN_UNKN
## [837] UNKN_UNKN
## [838] UNKN_UNKN
## [839] UNKN_UNKN
## [840] UNENCRYPTED_IDENTIFIER
## [841] UNKN_UNKN
## [842] UNENCRYPTED_UNKN
## [843] UNENCRYPTED_IDENTIFIER
## [844] UNKN_UNKN
## [845] UNKN_UNKN
## [846] UNENCRYPTED_IDENTIFIER
## [847] UNKN_UNKN
## [848] UNENCRYPTED_UNKN
## [849] UNENCRYPTED_IDENTIFIER
## [850] UNENCRYPTED_IDENTIFIER
## [851] UNKN_UNKN
## [852] UNKN_UNKN
## [853] UNENCRYPTED_IDENTIFIER
## [854] UNENCRYPTED_UNKN
## [855] UNENCRYPTED_IDENTIFIER
## [856] UNENCRYPTED_IDENTIFIER
## [857] UNKN_UNKN
## [858] UNKN_UNKN
## [859] UNKN_UNKN
## [860] UNKN_UNKN
## [861] UNENCRYPTED_IDENTIFIER
## [862] UNKN_UNKN
## [863] UNKN_UNKN
## [864] UNKN_UNKN
## [865] UNKN_UNKN
## [866] UNKN_UNKN
## [867] UNKN_UNKN
## [868] UNENCRYPTED_IDENTIFIER
## [869] UNENCRYPTED_IDENTIFIER
## [870] UNENCRYPTED_IDENTIFIER
## [871] UNKN_UNKN
## [872] UNENCRYPTED_IDENTIFIER
## [873] UNENCRYPTED_HEALTH
## [874] UNKN_UNKN
## [875] UNKN_UNKN
## [876] UNENCRYPTED_IDENTIFIER
## [877] UNENCRYPTED_IDENTIFIER
## [878] UNKN_UNKN
## [879] UNENCRYPTED_IDENTIFIER
## [880] UNKN_UNKN
## [881] UNENCRYPTED_UNKN
## [882] UNKN_UNKN
## [883] UNKN_UNKN
## [884] UNKN_UNKN
## [885] UNKN_UNKN
## [886] UNKN_UNKN
## [887] UNENCRYPTED_IDENTIFIER
## [888] UNKN_UNKN
## [889] UNENCRYPTED_IDENTIFIER
## [890] UNKN_UNKN
## [891] UNENCRYPTED_IDENTIFIER
## [892] UNENCRYPTED_IDENTIFIER
## [893] UNKN_UNKN
## [894] UNKN_UNKN
## [895] UNENCRYPTED_IDENTIFIER
## [896] UNENCRYPTED_IDENTIFIER
## [897] UNENCRYPTED_SENSITIVE-LOGIN
## [898] UNKN_UNKN
## [899] UNENCRYPTED_IDENTIFIER
## [900] UNKN_UNKN
## [901] UNKN_UNKN
## [902] UNKN_UNKN
## [903] UNKN_UNKN
## [904] UNENCRYPTED_UNKN
## [905] UNKN_UNKN
## [906] UNKN_UNKN
## [907] UNKN_UNKN
## [908] UNKN_UNKN
## [909] UNENCRYPTED_IDENTIFIER
## [910] UNENCRYPTED_IDENTIFIER
## [911] UNKN_UNKN
## [912] UNENCRYPTED_IDENTIFIER
## [913] UNENCRYPTED_IDENTIFIER
## [914] UNENCRYPTED_IDENTIFIER
## [915] UNKN_UNKN
## [916] UNENCRYPTED_IDENTIFIER
## [917] UNKN_UNKN
## [918] UNKN_UNKN
## [919] UNENCRYPTED_IDENTIFIER
## [920] UNENCRYPTED_IDENTIFIER
## [921] UNKN_UNKN
## [922] UNENCRYPTED_IDENTIFIER
## [923] UNENCRYPTED_IDENTIFIER
## [924] UNKN_UNKN
## [925] UNENCRYPTED_IDENTIFIER
## [926] UNKN_UNKN
## [927] UNKN_UNKN
## [928] UNENCRYPTED_IDENTIFIER
## [929] UNKN_UNKN
## [930] UNENCRYPTED_UNKN
## [931] UNKN_UNKN
## [932] UNENCRYPTED_IDENTIFIER
## [933] UNENCRYPTED_IDENTIFIER
## [934] UNENCRYPTED_IDENTIFIER
## [935] UNKN_UNKN
## [936] UNENCRYPTED_IDENTIFIER
## [937] UNKN_UNKN
## [938] UNKN_UNKN
## [939] UNKN_UNKN
## [940] UNKN_UNKN
## [941] UNKN_UNKN
## [942] UNKN_UNKN
## [943] UNENCRYPTED_SENSITIVE-GOV
## [944] UNENCRYPTED_HEALTH
## [945] UNKN_UNKN
## [946] UNENCRYPTED_IDENTIFIER
## [947] UNENCRYPTED_IDENTIFIER
## [948] UNKN_UNKN
## [949] UNKN_UNKN
## [950] UNKN_UNKN
## [951] UNKN_UNKN
## [952] UNENCRYPTED_IDENTIFIER
## [953] UNKN_UNKN
## [954] UNENCRYPTED_IDENTIFIER
## [955] UNENCRYPTED_IDENTIFIER
## [956] UNENCRYPTED_IDENTIFIER
## [957] UNENCRYPTED_IDENTIFIER
## [958] UNKN_UNKN
## [959] UNKN_UNKN
## [960] UNKN_UNKN
## [961] UNENCRYPTED_IDENTIFIER
## [962] UNENCRYPTED_IDENTIFIER
## [963] UNKN_UNKN
## [964] UNENCRYPTED_IDENTIFIER
## [965] UNKN_UNKN
## [966] UNKN_UNKN
## [967] UNENCRYPTED_IDENTIFIER
## [968] UNENCRYPTED_IDENTIFIER
## [969] UNENCRYPTED_IDENTIFIER
## [970] UNENCRYPTED_IDENTIFIER
## [971] UNENCRYPTED_IDENTIFIER
## [972] UNENCRYPTED_IDENTIFIER
## [973] UNENCRYPTED_IDENTIFIER
## [974] UNENCRYPTED_IDENTIFIER
## [975] UNKN_UNKN
## [976] UNKN_UNKN
## [977] UNENCRYPTED_IDENTIFIER
## [978] UNENCRYPTED_IDENTIFIER
## [979] UNENCRYPTED_HEALTH
## [980] UNKN_UNKN
## [981] UNKN_UNKN
## [982] UNENCRYPTED_IDENTIFIER
## [983] UNENCRYPTED_IDENTIFIER
## [984] UNKN_UNKN
## [985] UNKN_UNKN
## [986] UNENCRYPTED_IDENTIFIER
## [987] UNENCRYPTED_IDENTIFIER
## [988] UNENCRYPTED_IDENTIFIER
## [989] UNKN_UNKN
## [990] UNENCRYPTED_IDENTIFIER
## [991] UNENCRYPTED_IDENTIFIER
## [992] UNENCRYPTED_IDENTIFIER
## [993] UNENCRYPTED_IDENTIFIER
## [994] UNKN_UNKN
## [995] UNENCRYPTED_IDENTIFIER
## [996] ENCRYPTED_IDENTIFIER
## [997] UNKN_UNKN
## [998] UNKN_UNKN
## [999] UNENCRYPTED_IDENTIFIER
## [1000] UNKN_UNKN
## [1001] UNKN_UNKN
## [1002] UNKN_UNKN
## [1003] UNENCRYPTED_UNKN
## [1004] UNENCRYPTED_IDENTIFIER
## [1005] UNKN_UNKN
## [1006] UNKN_UNKN
## [1007] UNENCRYPTED_IDENTIFIER
## [1008] UNKN_UNKN
## [1009] UNKN_UNKN
## [1010] UNKN_UNKN
## [1011] UNKN_UNKN
## [1012] UNKN_UNKN
## [1013] UNENCRYPTED_UNKN
## [1014] UNENCRYPTED_IDENTIFIER
## [1015] UNENCRYPTED_IDENTIFIER
## [1016] UNENCRYPTED_IDENTIFIER
## [1017] UNENCRYPTED_IDENTIFIER
## [1018] UNENCRYPTED_IDENTIFIER
## [1019] UNKN_UNKN
## [1020] UNKN_UNKN
## [1021] UNKN_UNKN
## [1022] UNENCRYPTED_IDENTIFIER
## [1023] UNENCRYPTED_IDENTIFIER
## [1024] UNENCRYPTED_IDENTIFIER
## [1025] UNKN_UNKN
## [1026] UNKN_UNKN
## [1027] UNENCRYPTED_IDENTIFIER
## [1028] UNENCRYPTED_IDENTIFIER
## [1029] UNKN_UNKN
## [1030] UNENCRYPTED_IDENTIFIER
## [1031] UNENCRYPTED_IDENTIFIER
## [1032] UNENCRYPTED_IDENTIFIER
## [1033] UNENCRYPTED_IDENTIFIER
## [1034] UNENCRYPTED_IDENTIFIER
## [1035] UNENCRYPTED_IDENTIFIER
## [1036] UNKN_UNKN
## [1037] UNKN_UNKN
## [1038] UNENCRYPTED_IDENTIFIER
## [1039] UNENCRYPTED_IDENTIFIER
## [1040] UNKN_UNKN
## [1041] UNENCRYPTED_IDENTIFIER
## [1042] UNKN_UNKN
## [1043] UNKN_UNKN
## [1044] UNKN_UNKN
## [1045] UNENCRYPTED_HEALTH
## [1046] UNKN_UNKN
## [1047] UNKN_UNKN
## [1048] UNENCRYPTED_IDENTIFIER
## [1049] UNKN_UNKN
## [1050] UNENCRYPTED_IDENTIFIER
## [1051] UNENCRYPTED_IDENTIFIER
## [1052] UNENCRYPTED_IDENTIFIER
## [1053] UNENCRYPTED_IDENTIFIER
## [1054] UNENCRYPTED_IDENTIFIER
## [1055] UNENCRYPTED_IDENTIFIER
## [1056] UNENCRYPTED_IDENTIFIER
## [1057] UNKN_UNKN
## [1058] UNKN_UNKN
## [1059] UNENCRYPTED_IDENTIFIER
## [1060] UNENCRYPTED_SENSITIVE-LOGIN
## [1061] UNENCRYPTED_IDENTIFIER
## [1062] UNKN_UNKN
## [1063] UNENCRYPTED_IDENTIFIER
## [1064] UNKN_UNKN
## [1065] UNKN_UNKN
## [1066] UNKN_UNKN
## [1067] UNENCRYPTED_IDENTIFIER
## [1068] UNENCRYPTED_IDENTIFIER
## [1069] UNKN_UNKN
## [1070] UNKN_UNKN
## [1071] UNENCRYPTED_IDENTIFIER
## [1072] UNKN_UNKN
## [1073] UNKN_UNKN
## [1074] UNKN_UNKN
## [1075] UNENCRYPTED_IDENTIFIER
## [1076] UNENCRYPTED_IDENTIFIER
## [1077] UNENCRYPTED_IDENTIFIER
## [1078] UNENCRYPTED_UNKN
## [1079] UNENCRYPTED_IDENTIFIER
## [1080] UNKN_UNKN
## [1081] UNENCRYPTED_IDENTIFIER
## [1082] UNKN_UNKN
## [1083] UNKN_UNKN
## [1084] UNKN_UNKN
## [1085] UNENCRYPTED_IDENTIFIER
## [1086] UNENCRYPTED_IDENTIFIER
## [1087] UNKN_UNKN
## [1088] UNKN_UNKN
## [1089] UNENCRYPTED_IDENTIFIER
## [1090] UNENCRYPTED_IDENTIFIER
## [1091] UNKN_UNKN
## [1092] UNENCRYPTED_IDENTIFIER
## [1093] UNENCRYPTED_IDENTIFIER
## [1094] UNKN_UNKN
## [1095] UNKN_UNKN
## [1096] UNKN_UNKN
## [1097] UNENCRYPTED_IDENTIFIER
## [1098] UNENCRYPTED_IDENTIFIER
## [1099] UNKN_UNKN
## [1100] UNENCRYPTED_IDENTIFIER
## [1101] UNKN_UNKN
## [1102] UNKN_UNKN
## [1103] UNENCRYPTED_IDENTIFIER
## [1104] UNENCRYPTED_IDENTIFIER
## [1105] UNKN_UNKN
## [1106] UNENCRYPTED_IDENTIFIER
## [1107] UNKN_UNKN
## [1108] UNKN_UNKN
## [1109] UNENCRYPTED_IDENTIFIER
## [1110] UNENCRYPTED_IDENTIFIER
## [1111] UNKN_UNKN
## [1112] UNKN_UNKN
## [1113] UNKN_UNKN
## [1114] UNENCRYPTED_IDENTIFIER
## [1115] UNKN_UNKN
## [1116] UNENCRYPTED_IDENTIFIER
## [1117] UNKN_UNKN
## [1118] UNENCRYPTED_IDENTIFIER
## [1119] UNENCRYPTED_IDENTIFIER
## [1120] UNKN_UNKN
## [1121] UNKN_UNKN
## [1122] UNENCRYPTED_HEALTH
## [1123] UNENCRYPTED_IDENTIFIER
## [1124] UNKN_UNKN
## [1125] UNKN_UNKN
## [1126] UNENCRYPTED_IDENTIFIER
## [1127] UNENCRYPTED_IDENTIFIER
## [1128] UNENCRYPTED_IDENTIFIER
## [1129] UNKN_UNKN
## [1130] UNENCRYPTED_IDENTIFIER
## [1131] UNENCRYPTED_IDENTIFIER
## [1132] UNKN_UNKN
## [1133] UNENCRYPTED_IDENTIFIER
## [1134] UNENCRYPTED_IDENTIFIER
## [1135] UNKN_UNKN
## [1136] UNENCRYPTED_UNKN
## [1137] UNENCRYPTED_SENSITIVE-LOGIN
## [1138] UNKN_UNKN
## [1139] UNENCRYPTED_IDENTIFIER
## [1140] ENCRYPTED_IDENTIFIER
## [1141] UNENCRYPTED_IDENTIFIER
## [1142] UNKN_UNKN
## [1143] UNKN_UNKN
## [1144] UNKN_UNKN
## [1145] UNKN_UNKN
## [1146] UNKN_UNKN
## [1147] UNENCRYPTED_IDENTIFIER
## [1148] UNENCRYPTED_IDENTIFIER
## [1149] UNENCRYPTED_HEALTH
## [1150] UNKN_UNKN
## [1151] UNKN_UNKN
## [1152] UNKN_UNKN
## [1153] UNKN_UNKN
## [1154] UNKN_UNKN
## [1155] UNENCRYPTED_UNKN
## [1156] UNKN_UNKN
## [1157] UNENCRYPTED_IDENTIFIER
## [1158] UNENCRYPTED_IDENTIFIER
## [1159] UNENCRYPTED_SENSITIVE-LOGIN
## [1160] UNENCRYPTED_IDENTIFIER
## [1161] UNKN_UNKN
## [1162] UNENCRYPTED_IDENTIFIER
## [1163] UNKN_UNKN
## [1164] UNENCRYPTED_IDENTIFIER
## [1165] UNENCRYPTED_UNKN
## [1166] UNKN_UNKN
## [1167] UNENCRYPTED_IDENTIFIER
## [1168] UNKN_UNKN
## [1169] UNKN_UNKN
## [1170] UNKN_UNKN
## [1171] UNENCRYPTED_IDENTIFIER
## [1172] UNKN_UNKN
## [1173] UNKN_UNKN
## [1174] UNKN_UNKN
## [1175] UNENCRYPTED_HEALTH
## [1176] UNKN_UNKN
## [1177] UNKN_UNKN
## [1178] UNKN_UNKN
## [1179] UNKN_UNKN
## [1180] UNKN_UNKN
## [1181] UNENCRYPTED_IDENTIFIER
## [1182] UNENCRYPTED_IDENTIFIER
## [1183] UNENCRYPTED_IDENTIFIER
## [1184] UNENCRYPTED_IDENTIFIER
## [1185] UNKN_UNKN
## [1186] UNENCRYPTED_IDENTIFIER
## [1187] UNKN_UNKN
## [1188] UNENCRYPTED_IDENTIFIER
## [1189] UNENCRYPTED_IDENTIFIER
## [1190] UNKN_UNKN
## [1191] UNKN_UNKN
## [1192] UNENCRYPTED_IDENTIFIER
## [1193] UNKN_UNKN
## [1194] UNENCRYPTED_IDENTIFIER
## [1195] UNKN_UNKN
## [1196] UNKN_UNKN
## [1197] UNKN_UNKN
## [1198] UNENCRYPTED_IDENTIFIER
## [1199] UNKN_UNKN
## [1200] UNENCRYPTED_IDENTIFIER
## [1201] UNKN_UNKN
## [1202] UNKN_UNKN
## [1203] UNENCRYPTED_IDENTIFIER
## [1204] UNENCRYPTED_HEALTH
## [1205] UNKN_UNKN
## [1206] UNENCRYPTED_IDENTIFIER
## [1207] UNENCRYPTED_SENSITIVE-LOGIN
## [1208] UNENCRYPTED_IDENTIFIER
## [1209] UNENCRYPTED_IDENTIFIER
## [1210] UNENCRYPTED_SENSITIVE-LOGIN
## [1211] UNENCRYPTED_IDENTIFIER
## [1212] UNENCRYPTED_IDENTIFIER
## [1213] UNENCRYPTED_UNKN
## [1214] UNKN_UNKN
## [1215] UNKN_UNKN
## [1216] UNENCRYPTED_IDENTIFIER
## [1217] UNKN_UNKN
## [1218] UNKN_UNKN
## [1219] UNENCRYPTED_IDENTIFIER
## [1220] UNKN_UNKN
## [1221] UNENCRYPTED_IDENTIFIER
## [1222] UNKN_UNKN
## [1223] UNKN_UNKN
## [1224] UNENCRYPTED_UNKN
## [1225] UNKN_UNKN
## [1226] UNENCRYPTED_IDENTIFIER
## [1227] UNENCRYPTED_IDENTIFIER
## [1228] UNKN_UNKN
## [1229] UNKN_UNKN
## [1230] UNENCRYPTED_HEALTH
## [1231] UNKN_UNKN
## [1232] UNENCRYPTED_IDENTIFIER
## [1233] UNKN_UNKN
## [1234] UNKN_UNKN
## [1235] UNKN_UNKN
## [1236] UNKN_UNKN
## [1237] UNENCRYPTED_IDENTIFIER
## [1238] UNENCRYPTED_IDENTIFIER
## [1239] UNENCRYPTED_IDENTIFIER
## [1240] UNKN_UNKN
## [1241] UNKN_UNKN
## [1242] UNKN_UNKN
## [1243] UNENCRYPTED_HEALTH
## [1244] UNKN_UNKN
## [1245] UNENCRYPTED_HEALTH
## [1246] UNKN_UNKN
## [1247] UNKN_UNKN
## [1248] UNENCRYPTED_IDENTIFIER
## [1249] UNKN_UNKN
## [1250] UNKN_UNKN
## [1251] UNKN_UNKN
## [1252] UNKN_UNKN
## [1253] UNKN_UNKN
## [1254] UNKN_UNKN
## [1255] UNKN_UNKN
## [1256] UNKN_UNKN
## [1257] UNENCRYPTED_HEALTH
## [1258] UNKN_UNKN
## [1259] UNENCRYPTED_IDENTIFIER
## [1260] UNKN_UNKN
## [1261] UNKN_UNKN
## [1262] UNENCRYPTED_IDENTIFIER
## [1263] UNKN_UNKN
## [1264] UNENCRYPTED_IDENTIFIER
## [1265] UNKN_UNKN
## [1266] UNKN_UNKN
## [1267] UNENCRYPTED_IDENTIFIER
## [1268] UNKN_UNKN
## [1269] UNENCRYPTED_IDENTIFIER
## [1270] UNKN_UNKN
## [1271] UNENCRYPTED_IDENTIFIER
## [1272] UNENCRYPTED_IDENTIFIER
## [1273] UNENCRYPTED_IDENTIFIER
## [1274] UNENCRYPTED_SENSITIVE-LOGIN
## [1275] UNENCRYPTED_IDENTIFIER
## [1276] UNKN_UNKN
## [1277] UNKN_UNKN
## [1278] UNKN_UNKN
## [1279] UNKN_UNKN
## [1280] UNENCRYPTED_IDENTIFIER
## [1281] UNENCRYPTED_IDENTIFIER
## [1282] UNENCRYPTED_IDENTIFIER
## [1283] UNKN_UNKN
## [1284] UNENCRYPTED_IDENTIFIER
## [1285] UNENCRYPTED_IDENTIFIER
## [1286] UNENCRYPTED_IDENTIFIER
## [1287] UNENCRYPTED_IDENTIFIER
## [1288] UNKN_UNKN
## [1289] UNENCRYPTED_IDENTIFIER
## [1290] UNENCRYPTED_IDENTIFIER
## [1291] UNKN_UNKN
## [1292] UNENCRYPTED_IDENTIFIER
## [1293] UNENCRYPTED_IDENTIFIER
## [1294] UNENCRYPTED_IDENTIFIER
## [1295] ENCRYPTED_IDENTIFIER
## [1296] UNKN_UNKN
## [1297] UNKN_UNKN
## [1298] UNENCRYPTED_IDENTIFIER
## [1299] UNENCRYPTED_IDENTIFIER
## [1300] UNENCRYPTED_IDENTIFIER
## [1301] UNKN_UNKN
## [1302] UNKN_UNKN
## [1303] UNENCRYPTED_IDENTIFIER
## [1304] UNKN_UNKN
## [1305] UNENCRYPTED_IDENTIFIER
## [1306] UNKN_UNKN
## [1307] UNKN_UNKN
## [1308] UNKN_UNKN
## [1309] UNKN_UNKN
## [1310] UNKN_UNKN
## [1311] UNENCRYPTED_IDENTIFIER
## [1312] UNKN_UNKN
## [1313] UNENCRYPTED_IDENTIFIER
## [1314] UNKN_UNKN
## [1315] UNENCRYPTED_IDENTIFIER
## [1316] UNKN_UNKN
## [1317] UNENCRYPTED_IDENTIFIER
## [1318] UNENCRYPTED_IDENTIFIER
## [1319] UNKN_UNKN
## [1320] UNKN_UNKN
## [1321] UNKN_UNKN
## [1322] UNENCRYPTED_IDENTIFIER
## [1323] UNENCRYPTED_IDENTIFIER
## [1324] UNKN_UNKN
## [1325] UNENCRYPTED_HEALTH
## [1326] UNENCRYPTED_IDENTIFIER
## [1327] UNENCRYPTED_IDENTIFIER
## [1328] UNKN_UNKN
## [1329] UNENCRYPTED_IDENTIFIER
## [1330] UNENCRYPTED_IDENTIFIER
## [1331] UNKN_UNKN
## [1332] UNENCRYPTED_IDENTIFIER
## [1333] UNKN_UNKN
## [1334] UNKN_UNKN
## [1335] UNKN_UNKN
## [1336] UNKN_UNKN
## [1337] UNKN_UNKN
## [1338] UNENCRYPTED_IDENTIFIER
## [1339] UNENCRYPTED_IDENTIFIER
## [1340] UNENCRYPTED_IDENTIFIER
## [1341] UNKN_UNKN
## [1342] UNKN_UNKN
## [1343] UNENCRYPTED_IDENTIFIER
## [1344] UNKN_UNKN
## [1345] UNENCRYPTED_IDENTIFIER
## [1346] UNKN_UNKN
## [1347] UNENCRYPTED_IDENTIFIER
## [1348] UNKN_UNKN
## [1349] UNENCRYPTED_IDENTIFIER
## [1350] UNKN_UNKN
## [1351] UNENCRYPTED_IDENTIFIER
## [1352] UNENCRYPTED_UNKN
## [1353] UNKN_UNKN
## [1354] UNENCRYPTED_IDENTIFIER
## [1355] UNENCRYPTED_IDENTIFIER
## [1356] UNENCRYPTED_HEALTH
## [1357] UNENCRYPTED_IDENTIFIER
## [1358] UNKN_UNKN
## [1359] UNENCRYPTED_IDENTIFIER
## [1360] UNENCRYPTED_IDENTIFIER
## [1361] UNKN_UNKN
## [1362] UNENCRYPTED_IDENTIFIER
## [1363] UNKN_UNKN
## [1364] UNENCRYPTED_IDENTIFIER
## [1365] UNKN_UNKN
## [1366] UNKN_UNKN
## [1367] ENCRYPTED_IDENTIFIER
## [1368] UNKN_UNKN
## [1369] UNENCRYPTED_IDENTIFIER
## [1370] UNENCRYPTED_IDENTIFIER
## [1371] UNENCRYPTED_IDENTIFIER
## [1372] UNKN_UNKN
## [1373] UNKN_UNKN
## [1374] UNENCRYPTED_IDENTIFIER
## [1375] UNENCRYPTED_IDENTIFIER
## [1376] UNKN_UNKN
## [1377] UNENCRYPTED_IDENTIFIER
## [1378] UNENCRYPTED_IDENTIFIER
## [1379] UNENCRYPTED_IDENTIFIER
## [1380] UNENCRYPTED_IDENTIFIER
## [1381] UNENCRYPTED_IDENTIFIER
## [1382] UNENCRYPTED_EMPLOYMENT
## [1383] UNKN_UNKN
## [1384] UNKN_UNKN
## [1385] UNKN_UNKN
## [1386] UNENCRYPTED_IDENTIFIER
## [1387] UNKN_UNKN
## [1388] UNKN_UNKN
## [1389] UNKN_UNKN
## [1390] UNENCRYPTED_IDENTIFIER
## [1391] UNENCRYPTED_IDENTIFIER
## [1392] UNKN_UNKN
## [1393] UNKN_UNKN
## [1394] UNENCRYPTED_IDENTIFIER
## [1395] UNENCRYPTED_IDENTIFIER
## [1396] UNENCRYPTED_IDENTIFIER
## [1397] UNENCRYPTED_SENSITIVE-LOGIN
## [1398] UNENCRYPTED_UNKN
## [1399] UNENCRYPTED_IDENTIFIER
## [1400] UNENCRYPTED_IDENTIFIER
## [1401] UNKN_UNKN
## [1402] UNKN_UNKN
## [1403] UNKN_UNKN
## [1404] UNENCRYPTED_IDENTIFIER
## [1405] UNKN_UNKN
## [1406] UNENCRYPTED_IDENTIFIER
## [1407] UNENCRYPTED_IDENTIFIER
## [1408] UNENCRYPTED_IDENTIFIER
## [1409] UNKN_UNKN
## [1410] UNENCRYPTED_IDENTIFIER
## [1411] UNKN_UNKN
## [1412] UNKN_UNKN
## [1413] UNENCRYPTED_IDENTIFIER
## [1414] UNKN_UNKN
## [1415] UNKN_UNKN
## [1416] UNENCRYPTED_IDENTIFIER
## [1417] UNKN_UNKN
## [1418] UNENCRYPTED_IDENTIFIER
## [1419] UNENCRYPTED_IDENTIFIER
## [1420] UNKN_UNKN
## [1421] UNKN_UNKN
## [1422] UNKN_UNKN
## [1423] UNENCRYPTED_IDENTIFIER
## [1424] UNENCRYPTED_IDENTIFIER
## [1425] UNKN_UNKN
## [1426] UNKN_UNKN
## [1427] UNENCRYPTED_IDENTIFIER
## [1428] UNENCRYPTED_HEALTH
## [1429] UNENCRYPTED_IDENTIFIER
## [1430] UNENCRYPTED_IDENTIFIER
## [1431] UNENCRYPTED_IDENTIFIER
## [1432] UNKN_UNKN
## [1433] UNKN_UNKN
## [1434] UNENCRYPTED_IDENTIFIER
## [1435] UNKN_UNKN
## [1436] UNKN_UNKN
## [1437] UNKN_UNKN
## [1438] UNKN_UNKN
## [1439] UNKN_UNKN
## [1440] UNKN_UNKN
## [1441] UNKN_UNKN
## [1442] UNKN_UNKN
## [1443] UNENCRYPTED_UNKN
## [1444] UNENCRYPTED_IDENTIFIER
## [1445] UNENCRYPTED_IDENTIFIER
## [1446] UNENCRYPTED_IDENTIFIER
## [1447] UNKN_UNKN
## [1448] UNENCRYPTED_IDENTIFIER
## [1449] UNENCRYPTED_IDENTIFIER
## [1450] UNENCRYPTED_IDENTIFIER
## [1451] UNKN_UNKN
## [1452] UNKN_UNKN
## [1453] UNKN_UNKN
## [1454] UNKN_UNKN
## [1455] UNENCRYPTED_IDENTIFIER
## [1456] UNENCRYPTED_IDENTIFIER
## [1457] UNENCRYPTED_IDENTIFIER
## [1458] UNKN_UNKN
## [1459] UNENCRYPTED_IDENTIFIER
## [1460] UNENCRYPTED_IDENTIFIER
## [1461] UNENCRYPTED_UNKN
## [1462] UNENCRYPTED_IDENTIFIER
## [1463] UNENCRYPTED_IDENTIFIER
## [1464] UNKN_UNKN
## [1465] UNKN_UNKN
## [1466] UNENCRYPTED_IDENTIFIER
## [1467] UNKN_UNKN
## [1468] UNENCRYPTED_IDENTIFIER
## [1469] UNENCRYPTED_IDENTIFIER
## [1470] UNENCRYPTED_IDENTIFIER
## [1471] UNENCRYPTED_IDENTIFIER
## [1472] UNENCRYPTED_IDENTIFIER
## [1473] UNENCRYPTED_IDENTIFIER
## [1474] UNKN_UNKN
## [1475] UNKN_UNKN
## [1476] UNKN_UNKN
## [1477] UNENCRYPTED_IDENTIFIER
## [1478] UNENCRYPTED_IDENTIFIER
## [1479] UNENCRYPTED_IDENTIFIER
## [1480] UNENCRYPTED_IDENTIFIER
## [1481] UNENCRYPTED_IDENTIFIER
## [1482] UNENCRYPTED_IDENTIFIER
## [1483] UNENCRYPTED_IDENTIFIER
## [1484] UNKN_UNKN
## [1485] UNKN_UNKN
## [1486] UNENCRYPTED_IDENTIFIER
## [1487] UNKN_UNKN
## [1488] UNENCRYPTED_IDENTIFIER
## [1489] UNENCRYPTED_IDENTIFIER
## [1490] UNENCRYPTED_IDENTIFIER
## [1491] UNKN_UNKN
## [1492] UNKN_UNKN
## [1493] UNENCRYPTED_IDENTIFIER
## [1494] UNKN_UNKN
## [1495] UNENCRYPTED_IDENTIFIER
## [1496] UNKN_UNKN
## [1497] UNENCRYPTED_IDENTIFIER
## [1498] UNENCRYPTED_IDENTIFIER
## [1499] UNENCRYPTED_IDENTIFIER
## [1500] UNKN_UNKN
## [1501] UNKN_UNKN
## [1502] UNKN_UNKN
## [1503] UNKN_UNKN
## [1504] UNKN_UNKN
## [1505] UNKN_UNKN
## [1506] UNENCRYPTED_IDENTIFIER
## [1507] UNKN_UNKN
## [1508] UNKN_UNKN
## [1509] UNENCRYPTED_UNKN
## [1510] UNENCRYPTED_IDENTIFIER
## [1511] UNKN_UNKN
## [1512] UNENCRYPTED_IDENTIFIER
## [1513] UNENCRYPTED_UNKN
## [1514] UNENCRYPTED_IDENTIFIER
## [1515] UNKN_UNKN
## [1516] UNKN_UNKN
## [1517] UNENCRYPTED_IDENTIFIER
## [1518] UNKN_UNKN
## [1519] UNKN_UNKN
## [1520] UNKN_UNKN
## [1521] UNKN_UNKN
## [1522] UNENCRYPTED_IDENTIFIER
## [1523] UNENCRYPTED_IDENTIFIER
## [1524] UNKN_UNKN
## [1525] UNENCRYPTED_IDENTIFIER
## [1526] UNKN_UNKN
## [1527] UNKN_UNKN
## [1528] UNKN_UNKN
## [1529] UNKN_UNKN
## [1530] UNKN_UNKN
## [1531] UNKN_UNKN
## [1532] UNKN_UNKN
## [1533] UNENCRYPTED_IDENTIFIER
## [1534] UNKN_UNKN
## [1535] UNKN_UNKN
## [1536] UNKN_UNKN
## [1537] UNENCRYPTED_IDENTIFIER
## [1538] UNENCRYPTED_IDENTIFIER
## [1539] UNENCRYPTED_IDENTIFIER
## [1540] UNENCRYPTED_IDENTIFIER
## [1541] UNENCRYPTED_IDENTIFIER
## [1542] UNENCRYPTED_IDENTIFIER
## [1543] UNKN_UNKN
## [1544] UNKN_UNKN
## [1545] UNENCRYPTED_IDENTIFIER
## [1546] UNENCRYPTED_IDENTIFIER
## [1547] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [1548] UNENCRYPTED_IDENTIFIER
## [1549] UNKN_UNKN
## [1550] UNKN_UNKN
## [1551] UNKN_UNKN
## [1552] UNENCRYPTED_IDENTIFIER
## [1553] UNENCRYPTED_IDENTIFIER
## [1554] UNKN_UNKN
## [1555] UNKN_UNKN
## [1556] UNKN_UNKN
## [1557] UNKN_UNKN
## [1558] UNENCRYPTED_IDENTIFIER
## [1559] UNENCRYPTED_IDENTIFIER
## [1560] UNENCRYPTED_IDENTIFIER
## [1561] UNENCRYPTED_IDENTIFIER
## [1562] UNKN_UNKN
## [1563] UNKN_UNKN
## [1564] UNENCRYPTED_IDENTIFIER
## [1565] UNKN_UNKN
## [1566] UNENCRYPTED_IDENTIFIER
## [1567] UNENCRYPTED_IDENTIFIER
## [1568] UNENCRYPTED_IDENTIFIER
## [1569] UNKN_UNKN
## [1570] UNENCRYPTED_IDENTIFIER
## [1571] UNENCRYPTED_IDENTIFIER
## [1572] UNENCRYPTED_IDENTIFIER
## [1573] UNKN_UNKN
## [1574] UNKN_UNKN
## [1575] UNKN_UNKN
## [1576] UNKN_UNKN
## [1577] UNKN_UNKN
## [1578] UNKN_UNKN
## [1579] UNENCRYPTED_IDENTIFIER
## [1580] UNENCRYPTED_IDENTIFIER
## [1581] UNENCRYPTED_IDENTIFIER
## [1582] UNKN_UNKN
## [1583] UNKN_UNKN
## [1584] UNENCRYPTED_IDENTIFIER
## [1585] UNENCRYPTED_IDENTIFIER
## [1586] UNKN_UNKN
## [1587] UNKN_UNKN
## [1588] UNENCRYPTED_UNKN
## [1589] UNENCRYPTED_IDENTIFIER
## [1590] UNKN_UNKN
## [1591] UNKN_UNKN
## [1592] UNKN_UNKN
## [1593] UNKN_UNKN
## [1594] UNENCRYPTED_IDENTIFIER
## [1595] UNENCRYPTED_IDENTIFIER
## [1596] UNENCRYPTED_IDENTIFIER
## [1597] UNKN_UNKN
## [1598] UNENCRYPTED_IDENTIFIER
## [1599] UNKN_UNKN
## [1600] UNKN_UNKN
## [1601] UNKN_UNKN
## [1602] UNKN_UNKN
## [1603] UNKN_UNKN
## [1604] UNKN_UNKN
## [1605] UNENCRYPTED_IDENTIFIER
## [1606] UNENCRYPTED_IDENTIFIER
## [1607] UNENCRYPTED_IDENTIFIER
## [1608] UNKN_UNKN
## [1609] UNENCRYPTED_IDENTIFIER
## [1610] UNKN_UNKN
## [1611] UNKN_UNKN
## [1612] UNENCRYPTED_IDENTIFIER
## [1613] UNENCRYPTED_IDENTIFIER
## [1614] UNENCRYPTED_IDENTIFIER
## [1615] UNKN_UNKN
## [1616] UNENCRYPTED_IDENTIFIER
## [1617] UNKN_UNKN
## [1618] UNKN_UNKN
## [1619] UNKN_UNKN
## [1620] UNKN_UNKN
## [1621] UNENCRYPTED_IDENTIFIER
## [1622] UNKN_UNKN
## [1623] UNENCRYPTED_IDENTIFIER
## [1624] UNKN_UNKN
## [1625] UNENCRYPTED_IDENTIFIER
## [1626] UNENCRYPTED_IDENTIFIER
## [1627] UNENCRYPTED_IDENTIFIER
## [1628] UNENCRYPTED_IDENTIFIER
## [1629] UNENCRYPTED_IDENTIFIER
## [1630] UNKN_UNKN
## [1631] UNKN_UNKN
## [1632] UNKN_UNKN
## [1633] UNENCRYPTED_HEALTH
## [1634] UNENCRYPTED_IDENTIFIER
## [1635] UNENCRYPTED_IDENTIFIER
## [1636] UNENCRYPTED_IDENTIFIER
## [1637] UNKN_UNKN
## [1638] UNKN_UNKN
## [1639] UNENCRYPTED_HEALTH
## [1640] UNENCRIPTED_IDENTIFIER
## [1641] UNENCRYPTED_IDENTIFIER
## [1642] UNENCRYPTED_IDENTIFIER
## [1643] UNKN_UNKN
## [1644] UNKN_UNKN
## [1645] UNENCRYPTED_IDENTIFIER
## [1646] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [1647] UNENCRYPTED_IDENTIFIER
## [1648] UNKN_UNKN
## [1649] UNENCRYPTED_IDENTIFIER
## [1650] UNENCRYPTED_IDENTIFIER
## [1651] UNENCRYPTED_HEALTH
## [1652] UNENCRYPTED_IDENTIFIER
## [1653] UNKN_UNKN
## [1654] UNENCRYPTED_IDENTIFIER
## [1655] UNENCRYPTED_IDENTIFIER
## [1656] UNKN_UNKN
## [1657] UNKN_UNKN
## [1658] UNKN_UNKN
## [1659] UNKN_UNKN
## [1660] UNENCRYPTED_IDENTIFIER
## [1661] UNENCRYPTED_IDENTIFIER
## [1662] UNENCRYPTED_IDENTIFIER
## [1663] UNENCRYPTED_IDENTIFIER
## [1664] UNENCRYPTED_IDENTIFIER
## [1665] UNENCRYPTED_IDENTIFIER
## [1666] UNKN_UNKN
## [1667] UNKN_UNKN
## [1668] UNENCRYPTED_IDENTIFIER
## [1669] UNENCRYPTED_IDENTIFIER
## [1670] UNENCRYPTED_IDENTIFIER
## [1671] UNENCRYPTED_IDENTIFIER
## [1672] UNENCRYPTED_IDENTIFIER
## [1673] UNKN_UNKN
## [1674] UNKN_UNKN
## [1675] UNKN_UNKN
## [1676] UNKN_UNKN
## [1677] UNKN_UNKN
## [1678] UNENCRYPTED_IDENTIFIER
## [1679] UNENCRYPTED_IDENTIFIER
## [1680] UNENCRYPTED_IDENTIFIER
## [1681] UNENCRYPTED_IDENTIFIER
## [1682] UNKN_UNKN
## [1683] UNKN_UNKN
## [1684] UNKN_UNKN
## [1685] UNENCRYPTED_UNKN
## [1686] UNENCRYPTED_IDENTIFIER
## [1687] UNENCRYPTED_IDENTIFIER
## [1688] UNENCRYPTED_IDENTIFIER
## [1689] UNKN_UNKN
## [1690] UNKN_UNKN
## [1691] UNKN_UNKN
## [1692] UNKN_UNKN
## [1693] UNKN_UNKN
## [1694] UNKN_UNKN
## [1695] UNENCRYPTED_IDENTIFIER
## [1696] UNENCRYPTED_IDENTIFIER
## [1697] UNENCRYPTED_IDENTIFIER
## [1698] UNKN_UNKN
## [1699] UNKN_UNKN
## [1700] UNKN_UNKN
## [1701] UNENCRYPTED_IDENTIFIER
## [1702] UNKN_UNKN
## [1703] UNENCRYPTED_IDENTIFIER
## [1704] UNKN_UNKN
## [1705] UNKN_UNKN
## [1706] UNENCRYPTED_IDENTIFIER
## [1707] UNENCRYPTED_IDENTIFIER
## [1708] UNKN_UNKN
## [1709] UNKN_UNKN
## [1710] UNENCRYPTED_IDENTIFIER
## [1711] UNENCRYPTED_IDENTIFIER
## [1712] UNENCRYPTED_IDENTIFIER
## [1713] UNKN_UNKN
## [1714] UNKN_UNKN
## [1715] UNENCRYPTED_IDENTIFIER
## [1716] UNKN_UNKN
## [1717] UNKN_UNKN
## [1718] UNKN_UNKN
## [1719] UNENCRYPTED_IDENTIFIER
## [1720] UNKN_UNKN
## [1721] UNKN_UNKN
## [1722] UNENCRYPTED_HEALTH
## [1723] UNENCRYPTED_IDENTIFIER
## [1724] UNKN_UNKN
## [1725] UNKN_UNKN
## [1726] UNENCRYPTED_IDENTIFIER
## [1727] UNKN_UNKN
## [1728] UNKN_UNKN
## [1729] UNENCRYPTED_IDENTIFIER
## [1730] UNKN_UNKN
## [1731] UNKN_UNKN
## [1732] UNKN_UNKN
## [1733] UNKN_UNKN
## [1734] UNKN_UNKN
## [1735] UNENCRYPTED_IDENTIFIER
## [1736] UNKN_UNKN
## [1737] UNENCRYPTED_IDENTIFIER
## [1738] UNKN_UNKN
## [1739] UNKN_UNKN
## [1740] UNKN_UNKN
## [1741] UNENCRYPTED_IDENTIFIER
## [1742] UNENCRYPTED_IDENTIFIER
## [1743] UNENCRYPTED_IDENTIFIER
## [1744] UNKN_UNKN
## [1745] UNENCRYPTED_IDENTIFIER
## [1746] UNKN_UNKN
## [1747] UNKN_UNKN
## [1748] UNKN_UNKN
## [1749] UNENCRYPTED_IDENTIFIER
## [1750] UNKN_UNKN
## [1751] UNKN_UNKN
## [1752] UNKN_UNKN
## [1753] UNENCRYPTED_IDENTIFIER
## [1754] UNENCRYPTED_IDENTIFIER
## [1755] UNKN_UNKN
## [1756] UNKN_UNKN
## [1757] UNKN_UNKN
## [1758] UNKN_UNKN
## [1759] UNENCRYPTED_IDENTIFIER
## [1760] UNENCRYPTED_IDENTIFIER
## [1761] UNKN_UNKN
## [1762] UNENCRYPTED_HEALTH
## [1763] UNKN_UNKN
## [1764] UNKN_UNKN
## [1765] UNKN_UNKN
## [1766] UNENCRYPTED_IDENTIFIER
## [1767] UNKN_UNKN
## [1768] UNKN_UNKN
## [1769] UNKN_UNKN
## [1770] UNKN_UNKN
## [1771] UNENCRYPTED_IDENTIFIER
## [1772] UNKN_UNKN
## [1773] UNENCRYPTED_IDENTIFIER
## [1774] UNENCRYPTED_IDENTIFIER
## [1775] UNKN_UNKN
## [1776] UNENCRYPTED_IDENTIFIER
## [1777] UNENCRYPTED_IDENTIFIER
## [1778] UNENCRYPTED_IDENTIFIER
## [1779] UNENCRYPTED_HEALTH
## [1780] UNKN_UNKN
## [1781] UNKN_UNKN
## [1782] UNENCRYPTED_IDENTIFIER
## [1783] UNENCRYPTED_UNKN
## [1784] UNKN_UNKN
## [1785] UNENCRYPTED_IDENTIFIER
## [1786] UNENCRYPTED_IDENTIFIER
## [1787] UNENCRYPTED_IDENTIFIER
## [1788] UNKN_UNKN
## [1789] UNENCRYPTED_IDENTIFIER
## [1790] UNKN_UNKN
## [1791] UNKN_UNKN
## [1792] UNKN_UNKN
## [1793] UNENCRYPTED_IDENTIFIER
## [1794] UNKN_UNKN
## [1795] UNKN_UNKN
## [1796] UNKN_UNKN
## [1797] UNENCRYPTED_IDENTIFIER
## [1798] UNENCRYPTED_UNKN
## [1799] UNKN_UNKN
## [1800] UNENCRYPTED_IDENTIFIER
## [1801] UNKN_UNKN
## [1802] UNENCRYPTED_IDENTIFIER
## [1803] UNKN_UNKN
## [1804] UNENCRYPTED_UNKN
## [1805] UNKN_UNKN
## [1806] UNKN_UNKN
## [1807] UNKN_UNKN
## [1808] UNENCRYPTED_IDENTIFIER
## [1809] UNKN_UNKN
## [1810] UNENCRYPTED_SENSITIVE-GOV
## [1811] UNENCRYPTED_IDENTIFIER
## [1812] UNENCRYPTED_IDENTIFIER
## [1813] UNKN_UNKN
## [1814] UNENCRYPTED_IDENTIFIER
## [1815] UNKN_UNKN
## [1816] UNKN_UNKN
## [1817] UNENCRYPTED_IDENTIFIER
## [1818] UNENCRYPTED_IDENTIFIER
## [1819] UNKN_UNKN
## [1820] UNENCRYPTED_UNKN
## [1821] ENCRYPTED_IDENTIFIER
## [1822] UNENCRYPTED_IDENTIFIER
## [1823] UNKN_UNKN
## [1824] UNKN_UNKN
## [1825] UNKN_UNKN
## [1826] UNKN_UNKN
## [1827] UNENCRYPTED_IDENTIFIER
## [1828] UNENCRYPTED_IDENTIFIER
## [1829] UNENCRYPTED_IDENTIFIER
## [1830] UNKN_UNKN
## [1831] UNENCRYPTED_IDENTIFIER
## [1832] UNENCRYPTED_IDENTIFIER
## [1833] UNENCRYPTED_IDENTIFIER
## [1834] UNKN_UNKN
## [1835] UNKN_UNKN
## [1836] UNKN_UNKN
## [1837] UNKN_UNKN
## [1838] UNKN_UNKN
## [1839] UNENCRYPTED_IDENTIFIER
## [1840] UNENCRYPTED_IDENTIFIER
## [1841] UNENCRYPTED_IDENTIFIER
## [1842] UNENCRYPTED_IDENTIFIER
## [1843] UNKN_UNKN
## [1844] UNKN_UNKN
## [1845] UNKN_UNKN
## [1846] UNKN_UNKN
## [1847] UNKN_UNKN
## [1848] UNKN_UNKN
## [1849] UNKN_UNKN
## [1850] UNKN_UNKN
## [1851] UNKN_UNKN
## [1852] UNKN_UNKN
## [1853] UNENCRYPTED_SENSITIVE-LOGIN
## [1854] UNENCRYPTED_UNKN
## [1855] UNENCRYPTED_IDENTIFIER
## [1856] UNENCRYPTED_IDENTIFIER
## [1857] UNKN_UNKN
## [1858] UNKN_UNKN
## [1859] UNENCRYPTED_IDENTIFIER
## [1860] UNKN_UNKN
## [1861] UNENCRYPTED_IDENTIFIER
## [1862] UNKN_UNKN
## [1863] UNENCRYPTED_IDENTIFIER
## [1864] UNKN_UNKN
## [1865] UNKN_UNKN
## [1866] UNKN_UNKN
## [1867] UNENCRYPTED_IDENTIFIER
## [1868] UNENCRYPTED_IDENTIFIER
## [1869] UNENCRYPTED_IDENTIFIER
## [1870] UNENCRYPTED_IDENTIFIER
## [1871] UNKN_UNKN
## [1872] UNENCRYPTED_IDENTIFIER
## [1873] UNENCRYPTED_IDENTIFIER
## [1874] UNENCRYPTED_UNKN
## [1875] UNKN_UNKN
## [1876] UNKN_UNKN
## [1877] UNKN_UNKN
## [1878] UNKN_UNKN
## [1879] UNKN_UNKN
## [1880] UNENCRYPTED_IDENTIFIER
## [1881] UNENCRYPTED_IDENTIFIER
## [1882] UNKN_UNKN
## [1883] UNENCRYPTED_IDENTIFIER
## [1884] UNKN_UNKN
## [1885] UNENCRYPTED_IDENTIFIER
## [1886] UNENCRYPTED_IDENTIFIER
## [1887] UNKN_UNKN
## [1888] UNKN_UNKN
## [1889] UNKN_UNKN
## [1890] UNKN_UNKN
## [1891] UNENCRYPTED_IDENTIFIER
## [1892] UNENCRYPTED_IDENTIFIER
## [1893] UNKN_UNKN
## [1894] UNENCRYPTED_IDENTIFIER
## [1895] UNENCRYPTED_IDENTIFIER
## [1896] UNKN_UNKN
## [1897] UNENCRYPTED_IDENTIFIER
## [1898] UNKN_UNKN
## [1899] UNKN_UNKN
## [1900] UNKN_UNKN
## [1901] UNKN_UNKN
## [1902] UNKN_UNKN
## [1903] UNKN_UNKN
## [1904] UNKN_UNKN
## [1905] UNKN_UNKN
## [1906] UNENCRYPTED_IDENTIFIER
## [1907] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [1908] UNENCRYPTED_IDENTIFIER
## [1909] UNKN_UNKN
## [1910] UNENCRYPTED_IDENTIFIER
## [1911] UNENCRYPTED_IDENTIFIER
## [1912] UNENCRYPTED_IDENTIFIER
## [1913] UNKN_UNKN
## [1914] UNKN_UNKN
## [1915] UNENCRYPTED_IDENTIFIER
## [1916] UNENCRYPTED_IDENTIFIER
## [1917] UNKN_UNKN
## [1918] UNENCRYPTED_IDENTIFIER
## [1919] UNENCRYPTED_IDENTIFIER
## [1920] UNKN_UNKN
## [1921] UNKN_UNKN
## [1922] UNENCRYPTED_IDENTIFIER
## [1923] UNKN_UNKN
## [1924] UNENCRYPTED_IDENTIFIER
## [1925] UNKN_UNKN
## [1926] UNKN_UNKN
## [1927] UNENCRYPTED_IDENTIFIER
## [1928] UNKN_UNKN
## [1929] UNENCRYPTED_IDENTIFIER
## [1930] UNENCRYPTED_IDENTIFIER
## [1931] UNKN_UNKN
## [1932] UNKN_UNKN
## [1933] UNENCRYPTED_IDENTIFIER
## [1934] UNKN_UNKN
## [1935] UNKN_UNKN
## [1936] UNENCRYPTED_IDENTIFIER
## [1937] ENCRYPTED_SENSITIVE-LOGIN
## [1938] UNKN_UNKN
## [1939] UNKN_UNKN
## [1940] UNENCRYPTED_IDENTIFIER
## [1941] UNKN_UNKN
## [1942] UNENCRYPTED_IDENTIFIER
## [1943] UNKN_UNKN
## [1944] UNENCRYPTED_IDENTIFIER
## [1945] UNENCRYPTED_IDENTIFIER
## [1946] UNKN_UNKN
## [1947] UNKN_UNKN
## [1948] UNENCRYPTED_IDENTIFIER
## [1949] UNKN_UNKN
## [1950] UNKN_UNKN
## [1951] UNENCRYPTED_IDENTIFIER
## [1952] UNKN_UNKN
## [1953] UNKN_UNKN
## [1954] UNENCRYPTED_IDENTIFIER
## [1955] UNKN_UNKN
## [1956] UNENCRYPTED_IDENTIFIER
## [1957] UNKN_UNKN
## [1958] UNKN_UNKN
## [1959] UNENCRYPTED_IDENTIFIER
## [1960] UNENCRYPTED_IDENTIFIER
## [1961] UNENCRYPTED_IDENTIFIER
## [1962] UNKN_UNKN
## [1963] UNENCRYPTED_IDENTIFIER
## [1964] UNKN_UNKN
## [1965] UNENCRYPTED_IDENTIFIER
## [1966] UNENCRYPTED_IDENTIFIER
## [1967] UNKN_UNKN
## [1968] UNENCRYPTED_IDENTIFIER
## [1969] UNENCRYPTED_IDENTIFIER
## [1970] UNENCRYPTED_IDENTIFIER
## [1971] UNENCRYPTED_IDENTIFIER
## [1972] UNKN_UNKN
## [1973] UNKN_UNKN
## [1974] UNENCRYPTED_IDENTIFIER
## [1975] UNENCRYPTED_IDENTIFIER
## [1976] UNKN_UNKN
## [1977] UNKN_UNKN
## [1978] UNKN_UNKN
## [1979] UNENCRYPTED_IDENTIFIER
## [1980] UNENCRYPTED_IDENTIFIER
## [1981] UNENCRYPTED_IDENTIFIER
## [1982] UNKN_UNKN
## [1983] UNENCRYPTED_IDENTIFIER
## [1984] UNKN_UNKN
## [1985] UNENCRYPTED_SENSITIVE-GOV
## [1986] UNENCRYPTED_IDENTIFIER
## [1987] UNKN_UNKN
## [1988] UNENCRYPTED_IDENTIFIER
## [1989] UNKN_UNKN
## [1990] UNENCRYPTED_IDENTIFIER
## [1991] UNKN_UNKN
## [1992] UNENCRYPTED_IDENTIFIER
## [1993] UNENCRYPTED_IDENTIFIER
## [1994] UNKN_UNKN
## [1995] UNENCRYPTED_IDENTIFIER
## [1996] UNKN_UNKN
## [1997] UNENCRYPTED_IDENTIFIER
## [1998] UNKN_UNKN
## [1999] UNENCRYPTED_IDENTIFIER
## [2000] UNENCRYPTED_IDENTIFIER
## [2001] UNKN_UNKN
## [2002] UNENCRYPTED_IDENTIFIER
## [2003] UNKN_UNKN
## [2004] UNENCRYPTED_IDENTIFIER
## [2005] UNENCRYPTED_IDENTIFIER
## [2006] UNKN_UNKN
## [2007] UNKN_UNKN
## [2008] UNKN_UNKN
## [2009] UNKN_UNKN
## [2010] UNKN_UNKN
## [2011] UNENCRYPTED_IDENTIFIER
## [2012] UNENCRYPTED_IDENTIFIER
## [2013] UNKN_UNKN
## [2014] UNKN_UNKN
## [2015] UNKN_UNKN
## [2016] UNENCRYPTED_IDENTIFIER
## [2017] UNKN_UNKN
## [2018] UNENCRYPTED_HEALTH
## [2019] UNENCRYPTED_IDENTIFIER
## [2020] UNKN_UNKN
## [2021] UNKN_UNKN
## [2022] UNENCRYPTED_IDENTIFIER
## [2023] UNKN_UNKN
## [2024] UNKN_UNKN
## [2025] UNENCRYPTED_IDENTIFIER
## [2026] UNENCRYPTED_IDENTIFIER
## [2027] UNKN_UNKN
## [2028] UNKN_UNKN
## [2029] UNKN_UNKN
## [2030] UNKN_UNKN
## [2031] UNKN_UNKN
## [2032] UNENCRYPTED_IDENTIFIER
## [2033] UNKN_UNKN
## [2034] UNKN_UNKN
## [2035] UNENCRYPTED_IDENTIFIER
## [2036] UNKN_UNKN
## [2037] UNKN_UNKN
## [2038] UNENCRYPTED_SENSITIVE-LOGIN
## [2039] UNKN_UNKN
## [2040] UNENCRYPTED_IDENTIFIER
## [2041] UNENCRYPTED_IDENTIFIER
## [2042] UNENCRYPTED_IDENTIFIER
## [2043] UNENCRYPTED_IDENTIFIER
## [2044] UNKN_UNKN
## [2045] UNENCRYPTED_IDENTIFIER
## [2046] UNKN_UNKN
## [2047] UNKN_UNKN
## [2048] UNKN_UNKN
## [2049] UNKN_UNKN
## [2050] UNKN_UNKN
## [2051] UNKN_UNKN
## [2052] UNENCRYPTED_IDENTIFIER
## [2053] UNENCRYPTED_IDENTIFIER
## [2054] UNENCRYPTED_IDENTIFIER
## [2055] UNENCRYPTED_IDENTIFIER
## [2056] UNKN_UNKN
## [2057] UNKN_UNKN
## [2058] ENCRYPTED_IDENTIFIER
## [2059] UNKN_UNKN
## [2060] UNENCRYPTED_IDENTIFIER
## [2061] UNKN_UNKN
## [2062] UNKN_UNKN
## [2063] UNKN_UNKN
## [2064] UNKN_UNKN
## [2065] UNENCRYPTED_IDENTIFIER
## [2066] UNENCRYPTED_IDENTIFIER
## [2067] UNKN_UNKN
## [2068] UNENCRYPTED_IDENTIFIER
## [2069] UNKN_UNKN
## [2070] UNKN_UNKN
## [2071] UNKN_UNKN
## [2072] UNENCRYPTED_UNKN
## [2073] UNKN_UNKN
## [2074] UNENCRYPTED_IDENTIFIER
## [2075] UNKN_UNKN
## [2076] UNENCRYPTED_IDENTIFIER
## [2077] UNKN_UNKN
## [2078] UNKN_UNKN
## [2079] UNKN_UNKN
## [2080] UNKN_UNKN
## [2081] UNKN_UNKN
## [2082] UNKN_UNKN
## [2083] UNKN_UNKN
## [2084] UNKN_UNKN
## [2085] UNKN_UNKN
## [2086] UNENCRYPTED_IDENTIFIER
## [2087] UNENCRYPTED_SENSITIVE-LOGIN
## [2088] UNENCRYPTED_IDENTIFIER
## [2089] UNKN_UNKN
## [2090] UNENCRYPTED_IDENTIFIER
## [2091] UNKN_UNKN
## [2092] UNKN_UNKN
## [2093] UNENCRYPTED_IDENTIFIER
## [2094] UNKN_UNKN
## [2095] UNENCRYPTED_IDENTIFIER
## [2096] UNKN_UNKN
## [2097] UNENCRYPTED_IDENTIFIER
## [2098] UNKN_UNKN
## [2099] UNKN_UNKN
## [2100] UNENCRYPTED_FINANCIAL
## [2101] UNKN_UNKN
## [2102] UNKN_UNKN
## [2103] UNKN_UNKN
## [2104] UNKN_UNKN
## [2105] UNKN_UNKN
## [2106] UNENCRYPTED_IDENTIFIER
## [2107] UNENCRYPTED_IDENTIFIER
## [2108] UNENCRYPTED_IDENTIFIER
## [2109] UNENCRYPTED_IDENTIFIER
## [2110] UNKN_UNKN
## [2111] UNKN_UNKN
## [2112] UNENCRYPTED_IDENTIFIER
## [2113] UNKN_UNKN
## [2114] UNENCRYPTED_IDENTIFIER
## [2115] UNKN_UNKN
## [2116] UNENCRYPTED_IDENTIFIER
## [2117] UNKN_UNKN
## [2118] UNKN_UNKN
## [2119] UNKN_UNKN
## [2120] UNENCRYPTED_IDENTIFIER
## [2121] UNKN_UNKN
## [2122] UNENCRYPTED_IDENTIFIER
## [2123] UNENCRYPTED_IDENTIFIER
## [2124] UNKN_UNKN
## [2125] UNENCRYPTED_IDENTIFIER
## [2126] UNKN_UNKN
## [2127] UNENCRYPTED_IDENTIFIER
## [2128] UNENCRYPTED_IDENTIFIER
## [2129] UNKN_UNKN
## [2130] UNKN_UNKN
## [2131] UNKN_UNKN
## [2132] UNKN_UNKN
## [2133] UNENCRYPTED_IDENTIFIER
## [2134] UNKN_UNKN
## [2135] UNENCRYPTED_IDENTIFIER
## [2136] UNENCRYPTED_IDENTIFIER
## [2137] UNKN_UNKN
## [2138] UNENCRYPTED_IDENTIFIER
## [2139] UNENCRYPTED_IDENTIFIER
## [2140] UNENCRYPTED_IDENTIFIER
## [2141] UNENCRYPTED_IDENTIFIER
## [2142] UNENCRYPTED_IDENTIFIER
## [2143] UNKN_UNKN
## [2144] UNENCRYPTED_IDENTIFIER
## [2145] UNKN_UNKN
## [2146] UNENCRYPTED_IDENTIFIER
## [2147] UNKN_UNKN
## [2148] UNKN_UNKN
## [2149] UNKN_UNKN
## [2150] UNKN_UNKN
## [2151] UNKN_UNKN
## [2152] UNENCRYPTED_IDENTIFIER
## [2153] UNKN_UNKN
## [2154] UNENCRYPTED_IDENTIFIER
## [2155] UNKN_UNKN
## [2156] UNKN_UNKN
## [2157] UNENCRYPTED_IDENTIFIER
## [2158] UNENCRYPTED_IDENTIFIER
## [2159] UNKN_UNKN
## [2160] UNENCRYPTED_IDENTIFIER
## [2161] UNKN_UNKN
## [2162] UNKN_UNKN
## [2163] UNKN_UNKN
## [2164] UNKN_UNKN
## [2165] UNKN_UNKN
## [2166] UNKN_UNKN
## [2167] UNENCRYPTED_IDENTIFIER
## [2168] UNENCRYPTED_IDENTIFIER
## [2169] UNENCRYPTED_IDENTIFIER
## [2170] UNKN_UNKN
## [2171] UNENCRYPTED_IDENTIFIER
## [2172] UNKN_UNKN
## [2173] UNENCRYPTED_IDENTIFIER
## [2174] UNKN_UNKN
## [2175] UNENCRYPTED_IDENTIFIER
## [2176] UNENCRYPTED_IDENTIFIER
## [2177] UNENCRYPTED_IDENTIFIER
## [2178] UNENCRYPTED_IDENTIFIER
## [2179] UNENCRYPTED_IDENTIFIER
## [2180] UNENCRYPTED_IDENTIFIER
## [2181] UNKN_UNKN
## [2182] UNKN_UNKN
## [2183] UNENCRYPTED_IDENTIFIER
## [2184] UNKN_UNKN
## [2185] UNKN_UNKN
## [2186] UNKN_UNKN
## [2187] UNKN_UNKN
## [2188] UNENCRYPTED_IDENTIFIER
## [2189] UNKN_UNKN
## [2190] UNKN_UNKN
## [2191] UNENCRYPTED_IDENTIFIER
## [2192] UNENCRYPTED_IDENTIFIER
## [2193] UNKN_UNKN
## [2194] UNKN_UNKN
## [2195] UNENCRYPTED_IDENTIFIER
## [2196] UNENCRYPTED_IDENTIFIER
## [2197] UNENCRYPTED_IDENTIFIER
## [2198] UNENCRYPTED_IDENTIFIER
## [2199] UNKN_UNKN
## [2200] UNKN_UNKN
## [2201] UNKN_UNKN
## [2202] UNKN_UNKN
## [2203] UNENCRYPTED_IDENTIFIER
## [2204] UNENCRYPTED_IDENTIFIER
## [2205] UNENCRYPTED_IDENTIFIER
## [2206] UNENCRYPTED_IDENTIFIER
## [2207] UNENCRYPTED_HEALTH
## [2208] UNENCRYPTED_IDENTIFIER
## [2209] UNENCRYPTED_IDENTIFIER
## [2210] UNENCRYPTED_IDENTIFIER
## [2211] UNKN_UNKN
## [2212] UNENCRYPTED_IDENTIFIER
## [2213] UNENCRYPTED_SENSITIVE-LOGIN
## [2214] UNENCRYPTED_IDENTIFIER
## [2215] UNENCRYPTED_IDENTIFIER
## [2216] UNKN_UNKN
## [2217] UNENCRYPTED_IDENTIFIER
## [2218] UNENCRYPTED_IDENTIFIER
## [2219] UNKN_UNKN
## [2220] UNENCRYPTED_IDENTIFIER
## [2221] UNENCRYPTED_IDENTIFIER
## [2222] UNENCRYPTED_IDENTIFIER
## [2223] UNKN_UNKN
## [2224] UNENCRYPTED_UNKN
## [2225] UNENCRYPTED_IDENTIFIER
## [2226] UNENCRYPTED_IDENTIFIER
## [2227] UNKN_UNKN
## [2228] UNENCRYPTED_IDENTIFIER
## [2229] UNENCRYPTED_IDENTIFIER
## [2230] UNENCRYPTED_IDENTIFIER
## [2231] UNENCRYPTED_IDENTIFIER
## [2232] UNKN_UNKN
## [2233] UNKN_UNKN
## [2234] UNKN_UNKN
## [2235] UNENCRYPTED_IDENTIFIER
## [2236] UNKN_UNKN
## [2237] UNENCRYPTED_IDENTIFIER
## [2238] UNENCRYPTED_IDENTIFIER
## [2239] UNKN_UNKN
## [2240] UNENCRYPTED_IDENTIFIER
## [2241] UNENCRYPTED_IDENTIFIER
## [2242] UNKN_UNKN
## [2243] UNKN_UNKN
## [2244] UNKN_UNKN
## [2245] UNENCRYPTED_IDENTIFIER
## [2246] UNKN_UNKN
## [2247] UNENCRYPTED_UNKN
## [2248] UNKN_UNKN
## [2249] UNENCRYPTED_IDENTIFIER
## [2250] UNENCRYPTED_IDENTIFIER
## [2251] UNENCRYPTED_IDENTIFIER
## [2252] UNENCRYPTED_IDENTIFIER
## [2253] UNKN_UNKN
## [2254] UNENCRYPTED_IDENTIFIER
## [2255] UNENCRYPTED_IDENTIFIER
## [2256] UNKN_UNKN
## [2257] UNENCRYPTED_IDENTIFIER
## [2258] UNKN_UNKN
## [2259] UNENCRYPTED_IDENTIFIER
## [2260] UNKN_UNKN
## [2261] UNENCRYPTED_IDENTIFIER
## [2262] UNKN_UNKN
## [2263] UNENCRYPTED_IDENTIFIER
## [2264] UNKN_UNKN
## [2265] UNKN_UNKN
## [2266] UNENCRYPTED_IDENTIFIER
## [2267] UNENCRYPTED_IDENTIFIER
## [2268] UNENCRYPTED_IDENTIFIER
## [2269] UNENCRYPTED_IDENTIFIER
## [2270] UNKN_UNKN
## [2271] UNENCRYPTED_IDENTIFIER
## [2272] UNKN_UNKN
## [2273] UNENCRYPTED_IDENTIFIER
## [2274] UNKN_UNKN
## [2275] UNKN_UNKN
## [2276] UNKN_UNKN
## [2277] UNKN_UNKN
## [2278] UNENCRYPTED_IDENTIFIER
## [2279] UNENCRYPTED_IDENTIFIER
## [2280] UNKN_UNKN
## [2281] UNENCRYPTED_IDENTIFIER
## [2282] UNKN_UNKN
## [2283] UNKN_UNKN
## [2284] UNENCRYPTED_IDENTIFIER
## [2285] UNENCRYPTED_IDENTIFIER
## [2286] UNKN_UNKN
## [2287] UNENCRYPTED_IDENTIFIER
## [2288] UNENCRYPTED_IDENTIFIER
## [2289] UNKN_UNKN
## [2290] UNENCRYPTED_UNKN
## [2291] UNKN_UNKN
## [2292] UNKN_UNKN
## [2293] UNKN_UNKN
## [2294] UNKN_UNKN
## [2295] UNKN_UNKN
## [2296] UNENCRYPTED_IDENTIFIER
## [2297] UNKN_UNKN
## [2298] UNKN_UNKN
## [2299] UNENCRYPTED_IDENTIFIER
## [2300] UNENCRYPTED_IDENTIFIER
## [2301] UNKN_UNKN
## [2302] UNKN_UNKN
## [2303] UNENCRYPTED_IDENTIFIER
## [2304] UNENCRYPTED_SENSITIVE-LOGIN
## [2305] UNKN_UNKN
## [2306] UNKN_UNKN
## [2307] UNENCRYPTED_IDENTIFIER
## [2308] UNENCRYPTED_IDENTIFIER
## [2309] UNENCRYPTED_IDENTIFIER
## [2310] UNKN_UNKN
## [2311] UNENCRYPTED_IDENTIFIER
## [2312] UNKN_UNKN
## [2313] UNENCRYPTED_IDENTIFIER
## [2314] UNKN_UNKN
## [2315] UNKN_UNKN
## [2316] UNENCRYPTED_IDENTIFIER
## [2317] UNENCRYPTED_IDENTIFIER
## [2318] UNENCRYPTED_IDENTIFIER
## [2319] UNENCRYPTED_IDENTIFIER
## [2320] UNKN_UNKN
## [2321] UNKN_UNKN
## [2322] UNKN_UNKN
## [2323] UNENCRYPTED_IDENTIFIER
## [2324] UNKN_UNKN
## [2325] UNKN_UNKN
## [2326] UNENCRYPTED_IDENTIFIER
## [2327] UNENCRYPTED_IDENTIFIER
## [2328] UNKN_UNKN
## [2329] UNENCRYPTED_UNKN
## [2330] UNENCRYPTED_IDENTIFIER
## [2331] UNKN_UNKN
## [2332] UNKN_UNKN
## [2333] UNENCRYPTED_HEALTH
## [2334] UNKN_UNKN
## [2335] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [2336] UNENCRYPTED_IDENTIFIER
## [2337] UNENCRYPTED_IDENTIFIER
## [2338] UNENCRYPTED_IDENTIFIER
## [2339] UNENCRYPTED_IDENTIFIER
## [2340] UNENCRYPTED_IDENTIFIER
## [2341] UNENCRYPTED_IDENTIFIER
## [2342] UNKN_UNKN
## [2343] UNENCRYPTED_IDENTIFIER
## [2344] UNENCRYPTED_IDENTIFIER
## [2345] UNENCRYPTED_SENSITIVE-LOGIN
## [2346] UNKN_UNKN
## [2347] UNENCRYPTED_UNKN
## [2348] UNENCRYPTED_IDENTIFIER
## [2349] UNKN_UNKN
## [2350] UNKN_UNKN
## [2351] UNKN_UNKN
## [2352] UNKN_UNKN
## [2353] UNENCRYPTED_IDENTIFIER
## [2354] UNKN_UNKN
## [2355] UNENCRYPTED_IDENTIFIER
## [2356] UNENCRYPTED_IDENTIFIER
## [2357] UNENCRYPTED_IDENTIFIER
## [2358] UNKN_UNKN
## [2359] UNENCRYPTED_IDENTIFIER
## [2360] UNENCRYPTED_IDENTIFIER
## [2361] UNENCRYPTED_SENSITIVE-GOV
## [2362] UNKN_UNKN
## [2363] UNENCRYPTED_IDENTIFIER
## [2364] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [2365] UNKN_UNKN
## [2366] UNKN_UNKN
## [2367] UNENCRYPTED_IDENTIFIER
## [2368] UNENCRYPTED_IDENTIFIER
## [2369] UNENCRYPTED_IDENTIFIER
## [2370] UNENCRYPTED_IDENTIFIER
## [2371] UNKN_UNKN
## [2372] UNENCRYPTED_IDENTIFIER
## [2373] UNKN_UNKN
## [2374] UNENCRYPTED_IDENTIFIER
## [2375] UNKN_UNKN
## [2376] UNKN_UNKN
## [2377] UNENCRYPTED_IDENTIFIER
## [2378] UNKN_UNKN
## [2379] UNENCRYPTED_IDENTIFIER
## [2380] UNENCRYPTED_IDENTIFIER
## [2381] UNENCRYPTED_IDENTIFIER
## [2382] UNKN_UNKN
## [2383] UNKN_UNKN
## [2384] UNENCRYPTED_IDENTIFIER
## [2385] UNENCRYPTED_IDENTIFIER
## [2386] UNENCRYPTED_IDENTIFIER
## [2387] UNENCRYPTED_IDENTIFIER
## [2388] UNKN_UNKN
## [2389] UNENCRYPTED_IDENTIFIER
## [2390] UNKN_UNKN
## [2391] UNENCRYPTED_UNKN
## [2392] UNKN_UNKN
## [2393] UNKN_UNKN
## [2394] UNKN_UNKN
## [2395] UNKN_UNKN
## [2396] UNENCRYPTED_IDENTIFIER
## [2397] UNENCRYPTED_IDENTIFIER
## [2398] UNENCRYPTED_IDENTIFIER
## [2399] UNENCRYPTED_IDENTIFIER
## [2400] UNKN_UNKN
## [2401] UNKN_UNKN
## [2402] UNENCRYPTED_IDENTIFIER
## [2403] UNENCRYPTED_IDENTIFIER
## [2404] UNENCRYPTED_IDENTIFIER
## [2405] UNKN_UNKN
## [2406] UNKN_UNKN
## [2407] UNKN_UNKN
## [2408] UNENCRYPTED_IDENTIFIER
## [2409] UNENCRYPTED_IDENTIFIER
## [2410] UNKN_UNKN
## [2411] UNKN_UNKN
## [2412] UNKN_UNKN
## [2413] UNENCRYPTED_IDENTIFIER
## [2414] UNENCRYPTED_IDENTIFIER
## [2415] UNKN_UNKN
## [2416] UNENCRYPTED_IDENTIFIER
## [2417] UNENCRYPTED_IDENTIFIER
## [2418] UNENCRYPTED_SENSITIVE-LOGIN
## [2419] UNENCRYPTED_IDENTIFIER
## [2420] UNENCRYPTED_IDENTIFIER
## [2421] UNKN_UNKN
## [2422] UNKN_UNKN
## [2423] UNENCRYPTED_UNKN
## [2424] UNKN_UNKN
## [2425] UNKN_UNKN
## [2426] UNKN_UNKN
## [2427] UNKN_UNKN
## [2428] UNENCRYPTED_IDENTIFIER
## [2429] UNENCRYPTED_IDENTIFIER
## [2430] UNENCRYPTED_IDENTIFIER
## [2431] UNENCRYPTED_IDENTIFIER
## [2432] UNENCRYPTED_HEALTH
## [2433] UNENCRYPTED_IDENTIFIER
## [2434] UNKN_UNKN
## [2435] UNENCRYPTED_IDENTIFIER
## [2436] UNENCRYPTED_SENSITIVE-LOGIN
## [2437] UNKN_UNKN
## [2438] UNENCRYPTED_IDENTIFIER
## [2439] UNKN_UNKN
## [2440] UNENCRYPTED_IDENTIFIER
## [2441] UNENCRYPTED_IDENTIFIER
## [2442] UNKN_UNKN
## [2443] UNKN_UNKN
## [2444] UNENCRYPTED_IDENTIFIER
## [2445] UNENCRYPTED_IDENTIFIER
## [2446] UNKN_UNKN
## [2447] UNKN_UNKN
## [2448] UNENCRYPTED_IDENTIFIER
## [2449] UNKN_UNKN
## [2450] UNKN_UNKN
## [2451] UNKN_UNKN
## [2452] UNENCRYPTED_IDENTIFIER
## [2453] UNENCRYPTED_IDENTIFIER
## [2454] UNENCRYPTED_IDENTIFIER
## [2455] UNENCRYPTED_IDENTIFIER
## [2456] UNENCRYPTED_IDENTIFIER
## [2457] UNKN_UNKN
## [2458] UNKN_UNKN
## [2459] UNENCRYPTED_IDENTIFIER
## [2460] UNENCRYPTED_IDENTIFIER
## [2461] UNENCRYPTED_SENSITIVE-LOGIN
## [2462] UNKN_UNKN
## [2463] UNENCRYPTED_IDENTIFIER
## [2464] UNENCRYPTED_IDENTIFIER
## [2465] UNENCRYPTED_IDENTIFIER
## [2466] UNKN_UNKN
## [2467] UNENCRYPTED_IDENTIFIER
## [2468] UNENCRYPTED_IDENTIFIER
## [2469] UNENCRYPTED_IDENTIFIER
## [2470] UNENCRYPTED_IDENTIFIER
## [2471] UNENCRYPTED_IDENTIFIER
## [2472] UNKN_UNKN
## [2473] UNKN_UNKN
## [2474] UNENCRYPTED_IDENTIFIER
## [2475] UNKN_UNKN
## [2476] UNKN_UNKN
## [2477] UNENCRYPTED_IDENTIFIER
## [2478] UNENCRYPTED_IDENTIFIER
## [2479] UNENCRYPTED_IDENTIFIER
## [2480] UNENCRYPTED_IDENTIFIER
## [2481] UNKN_UNKN
## [2482] UNENCRYPTED_IDENTIFIER
## [2483] UNENCRYPTED_IDENTIFIER
## [2484] UNKN_UNKN
## [2485] UNENCRYPTED_IDENTIFIER
## [2486] UNENCRYPTED_IDENTIFIER
## [2487] UNENCRYPTED_IDENTIFIER
## [2488] UNENCRYPTED_IDENTIFIER
## [2489] UNENCRYPTED_IDENTIFIER
## [2490] UNKN_UNKN
## [2491] UNKN_UNKN
## [2492] UNKN_UNKN
## [2493] UNENCRYPTED_IDENTIFIER
## [2494] ENCRYPTED_IDENTIFIER
## [2495] UNKN_UNKN
## [2496] UNENCRYPTED_IDENTIFIER
## [2497] UNENCRYPTED_IDENTIFIER
## [2498] UNKN_UNKN
## [2499] UNENCRYPTED_HEALTH
## [2500] UNKN_UNKN
## [2501] UNKN_UNKN
## [2502] UNKN_UNKN
## [2503] UNENCRYPTED_IDENTIFIER
## [2504] UNKN_UNKN
## [2505] UNENCRYPTED_HEALTH
## [2506] UNKN_UNKN
## [2507] UNKN_UNKN
## [2508] UNENCRYPTED_IDENTIFIER
## [2509] UNKN_UNKN
## [2510] UNENCRYPTED_IDENTIFIER
## [2511] UNKN_UNKN
## [2512] UNENCRYPTED_IDENTIFIER
## [2513] UNENCRYPTED_IDENTIFIER
## [2514] UNKN_UNKN
## [2515] UNKN_UNKN
## [2516] UNKN_UNKN
## [2517] UNENCRYPTED_IDENTIFIER
## [2518] UNENCRYPTED_IDENTIFIER
## [2519] UNENCRYPTED_IDENTIFIER
## [2520] UNENCRYPTED_IDENTIFIER
## [2521] UNKN_UNKN
## [2522] UNKN_UNKN
## [2523] UNENCRYPTED_IDENTIFIER
## [2524] UNENCRYPTED_IDENTIFIER
## [2525] UNENCRYPTED_IDENTIFIER
## [2526] UNKN_UNKN
## [2527] UNENCRYPTED_IDENTIFIER
## [2528] UNENCRYPTED_UNKN
## [2529] UNKN_UNKN
## [2530] UNKN_UNKN
## [2531] UNENCRYPTED_IDENTIFIER
## [2532] UNENCRYPTED_IDENTIFIER
## [2533] UNENCRYPTED_IDENTIFIER
## [2534] UNKN_UNKN
## [2535] UNENCRYPTED_IDENTIFIER
## [2536] UNKN_UNKN
## [2537] UNENCRYPTED_IDENTIFIER
## [2538] UNKN_UNKN
## [2539] UNENCRYPTED_IDENTIFIER
## [2540] UNKN_UNKN
## [2541] UNKN_UNKN
## [2542] UNKN_UNKN
## [2543] UNKN_UNKN
## [2544] UNKN_UNKN
## [2545] UNENCRYPTED_HEALTH
## [2546] UNENCRYPTED_SENSITIVE-GOV
## [2547] UNKN_UNKN
## [2548] UNENCRYPTED_IDENTIFIER
## [2549] UNKN_UNKN
## [2550] UNENCRYPTED_IDENTIFIER
## [2551] UNKN_UNKN
## [2552] UNENCRYPTED_IDENTIFIER
## [2553] UNENCRYPTED_IDENTIFIER
## [2554] UNENCRYPTED_IDENTIFIER
## [2555] UNKN_UNKN
## [2556] UNKN_UNKN
## [2557] UNKN_UNKN
## [2558] UNKN_UNKN
## [2559] UNENCRYPTED_IDENTIFIER
## [2560] UNKN_UNKN
## [2561] UNENCRYPTED_IDENTIFIER
## [2562] UNKN_UNKN
## [2563] UNKN_UNKN
## [2564] UNKN_UNKN
## [2565] UNKN_UNKN
## [2566] UNKN_UNKN
## [2567] UNKN_UNKN
## [2568] UNENCRYPTED_IDENTIFIER
## [2569] UNENCRYPTED_IDENTIFIER
## [2570] UNENCRYPTED_IDENTIFIER
## [2571] UNKN_UNKN
## [2572] UNKN_UNKN
## [2573] UNENCRYPTED_IDENTIFIER
## [2574] UNKN_UNKN
## [2575] UNKN_UNKN
## [2576] UNKN_UNKN
## [2577] UNENCRYPTED_SENSITIVE-LOGIN
## [2578] UNENCRYPTED_UNKN
## [2579] UNKN_UNKN
## [2580] UNKN_UNKN
## [2581] UNENCRYPTED_IDENTIFIER
## [2582] UNENCRYPTED_IDENTIFIER
## [2583] UNKN_UNKN
## [2584] UNENCRYPTED_IDENTIFIER
## [2585] UNENCRYPTED_IDENTIFIER
## [2586] UNKN_UNKN
## [2587] UNENCRYPTED_IDENTIFIER
## [2588] UNENCRYPTED_IDENTIFIER
## [2589] UNKN_UNKN
## [2590] UNKN_UNKN
## [2591] UNENCRYPTED_IDENTIFIER
## [2592] UNENCRYPTED_IDENTIFIER
## [2593] UNENCRYPTED_HEALTH
## [2594] UNENCRYPTED_HEALTH
## [2595] UNKN_UNKN
## [2596] UNKN_UNKN
## [2597] UNENCRYPTED_IDENTIFIER
## [2598] UNKN_UNKN
## [2599] UNKN_UNKN
## [2600] UNENCRYPTED_UNKN
## [2601] UNKN_UNKN
## [2602] UNKN_UNKN
## [2603] UNENCRYPTED_IDENTIFIER
## [2604] UNENCRYPTED_IDENTIFIER
## [2605] UNENCRYPTED_IDENTIFIER
## [2606] UNKN_UNKN
## [2607] UNENCRYPTED_UNKN
## [2608] UNKN_UNKN
## [2609] UNENCRYPTED_IDENTIFIER
## [2610] UNKN_UNKN
## [2611] UNKN_UNKN
## [2612] UNENCRYPTED_IDENTIFIER
## [2613] UNENCRYPTED_IDENTIFIER
## [2614] UNENCRYPTED_IDENTIFIER
## [2615] UNENCRYPTED_IDENTIFIER
## [2616] UNENCRYPTED_IDENTIFIER
## [2617] UNKN_UNKN
## [2618] UNENCRYPTED_IDENTIFIER
## [2619] UNENCRYPTED_IDENTIFIER
## [2620] UNKN_UNKN
## [2621] UNENCRYPTED_IDENTIFIER
## [2622] UNENCRYPTED_IDENTIFIER
## [2623] UNENCRYPTED_IDENTIFIER
## [2624] UNENCRYPTED_UNKN
## [2625] UNENCRYPTED_IDENTIFIER
## [2626] UNKN_UNKN
## [2627] UNKN_UNKN
## [2628] UNENCRYPTED_SENSITIVE-GOV
## [2629] UNENCRYPTED_IDENTIFIER
## [2630] UNKN_UNKN
## [2631] UNENCRYPTED_IDENTIFIER
## [2632] UNENCRYPTED_UNKN
## [2633] UNENCRYPTED_IDENTIFIER
## [2634] UNENCRYPTED_IDENTIFIER
## [2635] UNKN_UNKN
## [2636] UNKN_UNKN
## [2637] UNKN_UNKN
## [2638] UNENCRYPTED_IDENTIFIER
## [2639] UNENCRYPTED_IDENTIFIER
## [2640] UNENCRYPTED_IDENTIFIER
## [2641] UNKN_UNKN
## [2642] UNKN_UNKN
## [2643] UNENCRYPTED_IDENTIFIER
## [2644] UNENCRYPTED_IDENTIFIER
## [2645] UNKN_UNKN
## [2646] UNKN_UNKN
## [2647] UNKN_UNKN
## [2648] UNENCRYPTED_IDENTIFIER
## [2649] UNKN_UNKN
## [2650] UNENCRYPTED_IDENTIFIER
## [2651] UNENCRYPTED_IDENTIFIER
## [2652] UNKN_UNKN
## [2653] UNKN_UNKN
## [2654] UNENCRYPTED_IDENTIFIER
## [2655] UNKN_UNKN
## [2656] UNKN_UNKN
## [2657] UNENCRYPTED_IDENTIFIER
## [2658] UNENCRYPTED_IDENTIFIER
## [2659] UNKN_UNKN
## [2660] UNENCRYPTED_IDENTIFIER
## [2661] UNKN_UNKN
## [2662] UNENCRYPTED_IDENTIFIER
## [2663] UNKN_UNKN
## [2664] UNKN_UNKN
## [2665] UNENCRYPTED_IDENTIFIER
## [2666] UNENCRYPTED_IDENTIFIER
## [2667] UNKN_UNKN
## [2668] UNKN_UNKN
## [2669] UNKN_UNKN
## [2670] UNKN_UNKN
## [2671] UNENCRYPTED_IDENTIFIER
## [2672] UNKN_UNKN
## [2673] UNKN_UNKN
## [2674] UNKN_UNKN
## [2675] UNKN_UNKN
## [2676] UNENCRYPTED_IDENTIFIER
## [2677] UNKN_UNKN
## [2678] UNKN_UNKN
## [2679] UNENCRYPTED_IDENTIFIER
## [2680] UNENCRYPTED_IDENTIFIER
## [2681] UNENCRYPTED_IDENTIFIER
## [2682] UNKN_UNKN
## [2683] UNENCRYPTED_HEALTH
## [2684] UNENCRYPTED_IDENTIFIER
## [2685] UNENCRYPTED_IDENTIFIER
## [2686] UNENCRYPTED_IDENTIFIER
## [2687] UNENCRYPTED_IDENTIFIER
## [2688] UNENCRYPTED_IDENTIFIER
## [2689] UNENCRYPTED_UNKN
## [2690] UNKN_UNKN
## [2691] UNENCRYPTED_IDENTIFIER
## [2692] UNKN_UNKN
## [2693] UNENCRYPTED_IDENTIFIER
## [2694] UNKN_UNKN
## [2695] UNKN_UNKN
## [2696] UNENCRYPTED_IDENTIFIER
## [2697] UNENCRYPTED_IDENTIFIER
## [2698] UNKN_UNKN
## [2699] UNENCRYPTED_UNKN
## [2700] UNENCRYPTED_UNKN
## [2701] UNKN_UNKN
## [2702] UNKN_UNKN
## [2703] UNENCRYPTED_IDENTIFIER
## [2704] UNKN_UNKN
## [2705] UNENCRYPTED_IDENTIFIER
## [2706] UNENCRYPTED_IDENTIFIER
## [2707] UNKN_UNKN
## [2708] UNKN_UNKN
## [2709] UNENCRYPTED_IDENTIFIER
## [2710] UNENCRYPTED_IDENTIFIER
## [2711] UNENCRYPTED_IDENTIFIER
## [2712] UNENCRYPTED_IDENTIFIER
## [2713] UNKN_UNKN
## [2714] UNKN_UNKN
## [2715] UNKN_UNKN
## [2716] UNKN_UNKN
## [2717] UNENCRYPTED_IDENTIFIER
## [2718] UNKN_UNKN
## [2719] UNKN_UNKN
## [2720] UNENCRYPTED_IDENTIFIER
## [2721] UNENCRYPTED_UNKN
## [2722] UNENCRYPTED_IDENTIFIER
## [2723] UNKN_UNKN
## [2724] UNENCRYPTED_IDENTIFIER
## [2725] UNKN_UNKN
## [2726] UNENCRYPTED_IDENTIFIER
## [2727] UNENCRYPTED_IDENTIFIER
## [2728] UNENCRYPTED_IDENTIFIER
## [2729] UNENCRYPTED_IDENTIFIER
## [2730] UNENCRYPTED_IDENTIFIER
## [2731] UNKN_UNKN
## [2732] UNKN_UNKN
## [2733] UNKN_UNKN
## [2734] UNKN_UNKN
## [2735] UNENCRYPTED_IDENTIFIER
## [2736] UNENCRYPTED_IDENTIFIER
## [2737] UNKN_UNKN
## [2738] UNENCRYPTED_IDENTIFIER
## [2739] UNKN_UNKN
## [2740] UNKN_UNKN
## [2741] UNENCRYPTED_IDENTIFIER
## [2742] UNKN_UNKN
## [2743] UNKN_UNKN
## [2744] UNKN_UNKN
## [2745] UNKN_UNKN
## [2746] ENCRYPTED_IDENTIFIER
## [2747] UNKN_UNKN
## [2748] UNENCRYPTED_IDENTIFIER
## [2749] UNENCRYPTED_HEALTH
## [2750] ENCRYPTED_IDENTIFIER
## [2751] UNKN_UNKN
## [2752] UNENCRYPTED_IDENTIFIER
## [2753] UNKN_UNKN
## [2754] UNKN_UNKN
## [2755] UNENCRYPTED_IDENTIFIER
## [2756] UNKN_UNKN
## [2757] UNKN_UNKN
## [2758] UNKN_UNKN
## [2759] UNKN_UNKN
## [2760] UNENCRYPTED_IDENTIFIER
## [2761] UNENCRYPTED_IDENTIFIER
## [2762] UNKN_UNKN
## [2763] UNKN_UNKN
## [2764] UNENCRYPTED_IDENTIFIER
## [2765] UNKN_UNKN
## [2766] UNENCRYPTED_IDENTIFIER
## [2767] UNENCRYPTED_IDENTIFIER
## [2768] UNENCRYPTED_IDENTIFIER
## [2769] UNENCRYPTED_IDENTIFIER
## [2770] UNKN_UNKN
## [2771] UNENCRYPTED_IDENTIFIER
## [2772] UNKN_UNKN
## [2773] UNENCRYPTED_IDENTIFIER
## [2774] UNENCRYPTED_IDENTIFIER
## [2775] UNKN_UNKN
## [2776] UNENCRYPTED_IDENTIFIER
## [2777] UNENCRYPTED_IDENTIFIER
## [2778] UNKN_UNKN
## [2779] UNKN_UNKN
## [2780] UNENCRYPTED_IDENTIFIER
## [2781] UNENCRYPTED_SENSITIVE-LOGIN
## [2782] UNENCRYPTED_IDENTIFIER
## [2783] UNENCRYPTED_IDENTIFIER
## [2784] UNENCRYPTED_IDENTIFIER
## [2785] UNENCRYPTED_IDENTIFIER
## [2786] UNENCRYPTED_IDENTIFIER
## [2787] UNENCRYPTED_HEALTH
## [2788] UNENCRYPTED_IDENTIFIER
## [2789] UNKN_UNKN
## [2790] UNENCRYPTED_IDENTIFIER
## [2791] UNENCRYPTED_UNKN
## [2792] UNKN_UNKN
## [2793] UNENCRYPTED_IDENTIFIER
## [2794] UNKN_UNKN
## [2795] UNENCRYPTED_IDENTIFIER
## [2796] UNENCRYPTED_IDENTIFIER
## [2797] UNENCRYPTED_IDENTIFIER
## [2798] UNENCRYPTED_IDENTIFIER
## [2799] UNKN_UNKN
## [2800] UNKN_UNKN
## [2801] UNKN_UNKN
## [2802] UNKN_UNKN
## [2803] UNKN_UNKN
## [2804] UNKN_UNKN
## [2805] UNENCRYPTED_IDENTIFIER
## [2806] UNKN_UNKN
## [2807] UNKN_UNKN
## [2808] UNKN_UNKN
## [2809] UNKN_UNKN
## [2810] UNENCRYPTED_IDENTIFIER
## [2811] UNENCRYPTED_IDENTIFIER
## [2812] UNKN_UNKN
## [2813] UNENCRYPTED_IDENTIFIER
## [2814] UNENCRYPTED_IDENTIFIER
## [2815] UNENCRYPTED_IDENTIFIER
## [2816] UNKN_UNKN
## [2817] UNKN_UNKN
## [2818] UNENCRYPTED_IDENTIFIER
## [2819] UNENCRYPTED_IDENTIFIER
## [2820] UNKN_UNKN
## [2821] UNKN_UNKN
## [2822] UNKN_UNKN
## [2823] UNKN_UNKN
## [2824] UNKN_UNKN
## [2825] UNKN_UNKN
## [2826] UNENCRYPTED_IDENTIFIER
## [2827] UNKN_UNKN
## [2828] UNENCRYPTED_IDENTIFIER
## [2829] UNKN_UNKN
## [2830] UNKN_UNKN
## [2831] UNENCRYPTED_IDENTIFIER
## [2832] UNENCRYPTED_IDENTIFIER
## [2833] UNENCRYPTED_IDENTIFIER
## [2834] UNENCRYPTED_IDENTIFIER
## [2835] UNKN_UNKN
## [2836] UNENCRYPTED_IDENTIFIER
## [2837] UNKN_UNKN
## [2838] UNKN_UNKN
## [2839] UNKN_UNKN
## [2840] UNENCRYPTED_IDENTIFIER
## [2841] UNKN_UNKN
## [2842] UNKN_UNKN
## [2843] UNENCRYPTED_IDENTIFIER
## [2844] UNENCRYPTED_IDENTIFIER
## [2845] UNKN_UNKN
## [2846] UNENCRYPTED_IDENTIFIER
## [2847] UNKN_UNKN
## [2848] UNKN_UNKN
## [2849] UNENCRYPTED_IDENTIFIER
## [2850] UNKN_UNKN
## [2851] ENCRYPTED_IDENTIFIER
## [2852] UNENCRYPTED_IDENTIFIER
## [2853] UNENCRYPTED_IDENTIFIER
## [2854] UNKN_UNKN
## [2855] UNENCRYPTED_IDENTIFIER
## [2856] UNKN_UNKN
## [2857] UNENCRYPTED_IDENTIFIER
## [2858] UNENCRYPTED_IDENTIFIER
## [2859] UNENCRYPTED_IDENTIFIER
## [2860] UNENCRYPTED_HEALTH
## [2861] UNKN_UNKN
## [2862] UNENCRYPTED_HEALTH
## [2863] UNENCRYPTED_IDENTIFIER
## [2864] UNENCRYPTED_IDENTIFIER
## [2865] UNKN_UNKN
## [2866] UNKN_UNKN
## [2867] UNKN_UNKN
## [2868] UNENCRYPTED_IDENTIFIER
## [2869] UNENCRYPTED_IDENTIFIER
## [2870] UNENCRYPTED_IDENTIFIER
## [2871] UNKN_UNKN
## [2872] UNENCRYPTED_IDENTIFIER
## [2873] UNKN_UNKN
## [2874] UNENCRYPTED_IDENTIFIER
## [2875] UNKN_UNKN
## [2876] UNENCRYPTED_IDENTIFIER
## [2877] UNENCRYPTED_IDENTIFIER
## [2878] UNKN_UNKN
## [2879] UNENCRYPTED_IDENTIFIER
## [2880] UNENCRYPTED_IDENTIFIER
## [2881] UNKN_UNKN
## [2882] UNENCRYPTED_IDENTIFIER
## [2883] UNENCRYPTED_IDENTIFIER
## [2884] UNENCRYPTED_IDENTIFIER
## [2885] UNENCRYPTED_IDENTIFIER
## [2886] UNENCRYPTED_IDENTIFIER
## [2887] UNKN_UNKN
## [2888] UNENCRYPTED_IDENTIFIER
## [2889] UNKN_UNKN
## [2890] UNKN_UNKN
## [2891] UNKN_UNKN
## [2892] UNENCRYPTED_IDENTIFIER
## [2893] UNENCRYPTED_IDENTIFIER
## [2894] UNKN_UNKN
## [2895] UNENCRYPTED_IDENTIFIER
## [2896] UNKN_UNKN
## [2897] UNENCRYPTED_IDENTIFIER
## [2898] UNENCRYPTED_IDENTIFIER
## [2899] UNKN_UNKN
## [2900] UNKN_UNKN
## [2901] UNENCRYPTED_IDENTIFIER
## [2902] UNENCRYPTED_IDENTIFIER
## [2903] UNKN_UNKN
## [2904] UNKN_UNKN
## [2905] UNKN_UNKN
## [2906] UNENCRYPTED_IDENTIFIER
## [2907] UNENCRYPTED_IDENTIFIER
## [2908] UNKN_UNKN
## [2909] UNKN_UNKN
## [2910] UNENCRYPTED_IDENTIFIER
## [2911] UNENCRYPTED_IDENTIFIER
## [2912] UNKN_UNKN
## [2913] UNENCRYPTED_IDENTIFIER
## [2914] UNENCRYPTED_IDENTIFIER
## [2915] UNKN_UNKN
## [2916] UNENCRYPTED_IDENTIFIER
## [2917] UNENCRYPTED_IDENTIFIER
## [2918] UNENCRYPTED_IDENTIFIER
## [2919] UNKN_UNKN
## [2920] UNKN_UNKN
## [2921] UNENCRYPTED_IDENTIFIER
## [2922] UNENCRYPTED_IDENTIFIER
## [2923] UNENCRYPTED_IDENTIFIER
## [2924] UNENCRYPTED_IDENTIFIER
## [2925] UNENCRYPTED_IDENTIFIER
## [2926] UNENCRYPTED_IDENTIFIER
## [2927] UNKN_UNKN
## [2928] UNKN_UNKN
## [2929] UNKN_UNKN
## [2930] UNENCRYPTED_IDENTIFIER
## [2931] UNKN_UNKN
## [2932] UNENCRYPTED_IDENTIFIER
## [2933] UNENCRYPTED_IDENTIFIER
## [2934] UNKN_UNKN
## [2935] UNKN_UNKN
## [2936] UNKN_UNKN
## [2937] UNKN_UNKN
## [2938] UNENCRYPTED_IDENTIFIER
## [2939] UNKN_UNKN
## [2940] UNKN_UNKN
## [2941] UNKN_UNKN
## [2942] UNENCRYPTED_IDENTIFIER
## [2943] UNENCRYPTED_IDENTIFIER
## [2944] UNENCRYPTED_IDENTIFIER
## [2945] UNENCRYPTED_IDENTIFIER
## [2946] UNENCRYPTED_HEALTH
## [2947] UNENCRYPTED_IDENTIFIER
## [2948] UNKN_UNKN
## [2949] UNENCRYPTED_IDENTIFIER
## [2950] UNKN_UNKN
## [2951] UNENCRYPTED_IDENTIFIER
## [2952] UNENCRYPTED_IDENTIFIER
## [2953] UNENCRYPTED_IDENTIFIER
## [2954] UNKN_UNKN
## [2955] UNENCRYPTED_IDENTIFIER
## [2956] UNKN_UNKN
## [2957] UNENCRYPTED_IDENTIFIER
## [2958] UNKN_UNKN
## [2959] UNKN_UNKN
## [2960] UNKN_UNKN
## [2961] UNKN_UNKN
## [2962] UNENCRYPTED_IDENTIFIER
## [2963] UNENCRYPTED_IDENTIFIER
## [2964] UNENCRYPTED_IDENTIFIER
## [2965] UNKN_UNKN
## [2966] UNENCRYPTED_IDENTIFIER
## [2967] UNKN_UNKN
## [2968] UNKN_UNKN
## [2969] UNENCRYPTED_IDENTIFIER
## [2970] UNKN_UNKN
## [2971] UNKN_UNKN
## [2972] UNKN_UNKN
## [2973] UNKN_UNKN
## [2974] UNENCRYPTED_IDENTIFIER
## [2975] UNENCRYPTED_IDENTIFIER
## [2976] UNKN_UNKN
## [2977] UNENCRYPTED_HEALTH
## [2978] UNENCRYPTED_IDENTIFIER
## [2979] UNKN_UNKN
## [2980] UNKN_UNKN
## [2981] UNENCRYPTED_IDENTIFIER
## [2982] UNKN_UNKN
## [2983] UNKN_UNKN
## [2984] UNENCRYPTED_IDENTIFIER
## [2985] UNKN_UNKN
## [2986] UNENCRYPTED_IDENTIFIER
## [2987] UNKN_UNKN
## [2988] UNKN_UNKN
## [2989] UNKN_UNKN
## [2990] UNENCRYPTED_IDENTIFIER
## [2991] UNKN_UNKN
## [2992] UNENCRYPTED_IDENTIFIER
## [2993] UNENCRYPTED_IDENTIFIER
## [2994] UNKN_UNKN
## [2995] UNENCRYPTED_SENSITIVE-LOGIN
## [2996] UNKN_UNKN
## [2997] UNKN_UNKN
## [2998] UNENCRYPTED_IDENTIFIER
## [2999] UNKN_UNKN
## [3000] UNENCRYPTED_IDENTIFIER
## [3001] UNENCRYPTED_IDENTIFIER
## [3002] UNENCRYPTED_IDENTIFIER
## [3003] UNKN_UNKN
## [3004] UNKN_UNKN
## [3005] UNKN_UNKN
## [3006] UNKN_UNKN
## [3007] UNENCRYPTED_IDENTIFIER
## [3008] UNENCRYPTED_IDENTIFIER
## [3009] UNKN_UNKN
## [3010] UNENCRYPTED_IDENTIFIER
## [3011] UNENCRYPTED_IDENTIFIER
## [3012] UNENCRYPTED_IDENTIFIER
## [3013] UNKN_UNKN
## [3014] UNENCRYPTED_IDENTIFIER
## [3015] UNKN_UNKN
## [3016] UNENCRYPTED_IDENTIFIER
## [3017] UNENCRYPTED_IDENTIFIER
## [3018] UNKN_UNKN
## [3019] UNKN_UNKN
## [3020] UNKN_UNKN
## [3021] UNENCRYPTED_IDENTIFIER
## [3022] UNKN_UNKN
## [3023] UNENCRYPTED_IDENTIFIER
## [3024] UNKN_UNKN
## [3025] UNKN_UNKN
## [3026] UNKN_IDENTIFIER
## [3027] UNKN_UNKN
## [3028] UNENCRYPTED_IDENTIFIER
## [3029] UNENCRYPTED_IDENTIFIER
## [3030] UNENCRYPTED_IDENTIFIER
## [3031] UNENCRYPTED_IDENTIFIER
## [3032] UNKN_UNKN
## [3033] UNENCRYPTED_IDENTIFIER
## [3034] UNENCRYPTED_IDENTIFIER
## [3035] UNKN_UNKN
## [3036] UNENCRYPTED_IDENTIFIER
## [3037] UNKN_UNKN
## [3038] UNENCRYPTED_IDENTIFIER
## [3039] UNENCRYPTED_IDENTIFIER
## [3040] UNENCRYPTED_IDENTIFIER
## [3041] UNENCRYPTED_IDENTIFIER
## [3042] UNKN_UNKN
## [3043] UNENCRYPTED_IDENTIFIER
## [3044] UNKN_UNKN
## [3045] UNENCRYPTED_IDENTIFIER
## [3046] UNENCRYPTED_IDENTIFIER
## [3047] UNKN_UNKN
## [3048] UNKN_UNKN
## [3049] UNKN_UNKN
## [3050] UNKN_UNKN
## [3051] UNENCRYPTED_IDENTIFIER
## [3052] UNENCRYPTED_IDENTIFIER
## [3053] UNKN_UNKN
## [3054] UNENCRYPTED_IDENTIFIER
## [3055] UNENCRYPTED_IDENTIFIER
## [3056] UNENCRYPTED_IDENTIFIER
## [3057] UNKN_UNKN
## [3058] UNENCRYPTED_IDENTIFIER
## [3059] UNKN_UNKN
## [3060] UNKN_UNKN
## [3061] UNKN_UNKN
## [3062] UNENCRYPTED_IDENTIFIER
## [3063] UNENCRYPTED_IDENTIFIER
## [3064] UNKN_UNKN
## [3065] UNKN_UNKN
## [3066] UNENCRYPTED_SENSITIVE-GOV
## [3067] UNKN_UNKN
## [3068] UNKN_UNKN
## [3069] UNENCRYPTED_IDENTIFIER
## [3070] UNENCRYPTED_IDENTIFIER
## [3071] UNENCRYPTED_IDENTIFIER
## [3072] UNENCRYPTED_IDENTIFIER
## [3073] UNENCRYPTED_IDENTIFIER
## [3074] UNENCRYPTED_IDENTIFIER
## [3075] UNKN_UNKN
## [3076] UNKN_UNKN
## [3077] UNENCRYPTED_IDENTIFIER
## [3078] UNENCRYPTED_IDENTIFIER
## [3079] UNKN_UNKN
## [3080] UNENCRYPTED_IDENTIFIER
## [3081] UNENCRYPTED_IDENTIFIER
## [3082] UNENCRYPTED_IDENTIFIER
## [3083] UNENCRYPTED_IDENTIFIER
## [3084] UNKN_UNKN
## [3085] UNENCRYPTED_IDENTIFIER
## [3086] UNKN_UNKN
## [3087] UNKN_UNKN
## [3088] UNKN_UNKN
## [3089] UNKN_UNKN
## [3090] UNENCRYPTED_IDENTIFIER
## [3091] UNKN_UNKN
## [3092] UNENCRYPTED_SENSITIVE-LOGIN
## [3093] UNENCRYPTED_IDENTIFIER
## [3094] UNKN_UNKN
## [3095] UNKN_UNKN
## [3096] UNENCRYPTED_IDENTIFIER
## [3097] UNKN_UNKN
## [3098] UNKN_UNKN
## [3099] UNENCRYPTED_IDENTIFIER
## [3100] UNENCRYPTED_IDENTIFIER
## [3101] UNENCRYPTED_IDENTIFIER
## [3102] UNKN_UNKN
## [3103] UNENCRYPTED_IDENTIFIER
## [3104] UNKN_UNKN
## [3105] UNENCRYPTED_IDENTIFIER
## [3106] UNENCRYPTED_IDENTIFIER
## [3107] UNKN_UNKN
## [3108] UNENCRYPTED_IDENTIFIER
## [3109] UNKN_UNKN
## [3110] UNENCRYPTED_IDENTIFIER
## [3111] UNKN_UNKN
## [3112] UNENCRYPTED_HEALTH
## [3113] UNENCRYPTED_IDENTIFIER
## [3114] UNKN_UNKN
## [3115] UNENCRYPTED_UNKN
## [3116] UNENCRYPTED_IDENTIFIER
## [3117] UNKN_UNKN
## [3118] UNENCRYPTED_IDENTIFIER
## [3119] UNKN_UNKN
## [3120] UNENCRYPTED_IDENTIFIER
## [3121] UNKN_UNKN
## [3122] UNKN_UNKN
## [3123] UNENCRYPTED_IDENTIFIER
## [3124] UNENCRYPTED_IDENTIFIER
## [3125] UNENCRYPTED_IDENTIFIER
## [3126] UNKN_UNKN
## [3127] UNKN_UNKN
## [3128] UNKN_UNKN
## [3129] UNKN_UNKN
## [3130] UNENCRYPTED_IDENTIFIER
## [3131] UNKN_UNKN
## [3132] UNENCRYPTED_IDENTIFIER
## [3133] UNENCRYPTED_IDENTIFIER
## [3134] UNENCRYPTED_IDENTIFIER
## [3135] UNKN_UNKN
## [3136] UNKN_UNKN
## [3137] UNKN_UNKN
## [3138] UNKN_UNKN
## [3139] UNENCRYPTED_IDENTIFIER
## [3140] UNKN_UNKN
## [3141] UNENCRYPTED_IDENTIFIER
## [3142] UNKN_UNKN
## [3143] UNENCRYPTED_IDENTIFIER
## [3144] UNKN_UNKN
## [3145] UNENCRYPTED_IDENTIFIER
## [3146] UNENCRYPTED_IDENTIFIER
## [3147] UNENCRYPTED_IDENTIFIER
## [3148] UNKN_UNKN
## [3149] UNKN_UNKN
## [3150] UNENCRYPTED_IDENTIFIER
## [3151] UNKN_UNKN
## [3152] UNKN_UNKN
## [3153] UNKN_UNKN
## [3154] UNKN_UNKN
## [3155] UNKN_UNKN
## [3156] UNKN_UNKN
## [3157] UNKN_UNKN
## [3158] UNKN_UNKN
## [3159] UNENCRYPTED_IDENTIFIER
## [3160] UNKN_UNKN
## [3161] UNENCRYPTED_IDENTIFIER
## [3162] UNENCRYPTED_IDENTIFIER
## [3163] UNKN_UNKN
## [3164] UNENCRYPTED_IDENTIFIER
## [3165] UNKN_UNKN
## [3166] UNENCRYPTED_IDENTIFIER
## [3167] UNKN_UNKN
## [3168] UNENCRYPTED_IDENTIFIER
## [3169] UNKN_UNKN
## [3170] UNKN_UNKN
## [3171] UNKN_UNKN
## [3172] UNKN_UNKN
## [3173] UNENCRYPTED_IDENTIFIER
## [3174] UNENCRYPTED_IDENTIFIER
## [3175] UNENCRYPTED_IDENTIFIER
## [3176] UNENCRYPTED_IDENTIFIER
## [3177] UNENCRYPTED_IDENTIFIER
## [3178] UNKN_UNKN
## [3179] UNENCRYPTED_IDENTIFIER
## [3180] UNKN_UNKN
## [3181] UNKN_UNKN
## [3182] UNENCRYPTED_IDENTIFIER
## [3183] UNKN_UNKN
## [3184] UNENCRYPTED_IDENTIFIER
## [3185] UNENCRYPTED_IDENTIFIER
## [3186] UNENCRYPTED_IDENTIFIER
## [3187] UNKN_UNKN
## [3188] UNKN_UNKN
## [3189] UNKN_UNKN
## [3190] UNKN_UNKN
## [3191] UNKN_UNKN
## [3192] UNKN_UNKN
## [3193] UNKN_UNKN
## [3194] UNENCRYPTED_IDENTIFIER
## [3195] UNKN_UNKN
## [3196] UNENCRYPTED_IDENTIFIER
## [3197] UNKN_UNKN
## [3198] UNENCRYPTED_IDENTIFIER
## [3199] UNKN_UNKN
## [3200] UNKN_UNKN
## [3201] UNKN_UNKN
## [3202] UNKN_UNKN
## [3203] UNKN_UNKN
## [3204] UNKN_UNKN
## [3205] UNENCRYPTED_IDENTIFIER
## [3206] UNENCRYPTED_IDENTIFIER
## [3207] UNENCRYPTED_IDENTIFIER
## [3208] UNKN_UNKN
## [3209] UNENCRYPTED_UNKN
## [3210] UNENCRYPTED_IDENTIFIER
## [3211] UNENCRYPTED_IDENTIFIER
## [3212] UNKN_UNKN
## [3213] UNENCRYPTED_IDENTIFIER
## [3214] UNENCRYPTED_IDENTIFIER
## [3215] UNKN_UNKN
## [3216] UNENCRYPTED_IDENTIFIER
## [3217] UNKN_UNKN
## [3218] UNENCRYPTED_IDENTIFIER
## [3219] UNKN_UNKN
## [3220] UNENCRYPTED_IDENTIFIER
## [3221] UNENCRYPTED_UNKN
## [3222] UNENCRYPTED_IDENTIFIER
## [3223] UNENCRYPTED_IDENTIFIER
## [3224] UNENCRYPTED_IDENTIFIER
## [3225] UNKN_UNKN
## [3226] UNKN_UNKN
## [3227] UNKN_UNKN
## [3228] UNENCRYPTED_IDENTIFIER
## [3229] UNENCRYPTED_IDENTIFIER
## [3230] UNKN_UNKN
## [3231] UNKN_UNKN
## [3232] UNENCRYPTED_UNKN
## [3233] UNKN_UNKN
## [3234] UNKN_UNKN
## [3235] UNENCRYPTED_IDENTIFIER
## [3236] UNKN_UNKN
## [3237] UNKN_UNKN
## [3238] UNENCRYPTED_IDENTIFIER
## [3239] UNENCRYPTED_IDENTIFIER
## [3240] UNENCRYPTED_IDENTIFIER
## [3241] UNENCRYPTED_SENSITIVE-GOV
## [3242] UNKN_UNKN
## [3243] UNKN_UNKN
## [3244] UNENCRYPTED_IDENTIFIER
## [3245] UNKN_UNKN
## [3246] UNENCRYPTED_IDENTIFIER
## [3247] UNKN_UNKN
## [3248] UNENCRYPTED_HEALTH
## [3249] UNKN_UNKN
## [3250] UNKN_UNKN
## [3251] UNKN_UNKN
## [3252] UNKN_UNKN
## [3253] UNKN_UNKN
## [3254] UNENCRYPTED_IDENTIFIER
## [3255] UNENCRYPTED_IDENTIFIER
## [3256] UNENCRYPTED_IDENTIFIER
## [3257] UNENCRYPTED_IDENTIFIER
## [3258] UNENCRYPTED_IDENTIFIER
## [3259] UNENCRYPTED_IDENTIFIER
## [3260] UNENCRYPTED_IDENTIFIER
## [3261] UNENCRYPTED_IDENTIFIER
## [3262] UNENCRYPTED_IDENTIFIER
## [3263] UNENCRYPTED_IDENTIFIER
## [3264] UNKN_UNKN
## [3265] UNENCRYPTED_IDENTIFIER
## [3266] UNENCRYPTED_IDENTIFIER
## [3267] UNKN_UNKN
## [3268] UNENCRYPTED_IDENTIFIER
## [3269] UNENCRYPTED_IDENTIFIER
## [3270] UNKN_UNKN
## [3271] UNKN_UNKN
## [3272] UNKN_UNKN
## [3273] UNENCRYPTED_IDENTIFIER
## [3274] UNKN_UNKN
## [3275] UNKN_UNKN
## [3276] UNENCRYPTED_IDENTIFIER
## [3277] UNKN_UNKN
## [3278] UNKN_UNKN
## [3279] UNKN_UNKN
## [3280] UNKN_UNKN
## [3281] UNKN_UNKN
## [3282] UNENCRYPTED_IDENTIFIER
## [3283] UNKN_UNKN
## [3284] UNKN_UNKN
## [3285] UNKN_UNKN
## [3286] UNKN_UNKN
## [3287] UNENCRYPTED_IDENTIFIER
## [3288] UNKN_UNKN
## [3289] UNKN_UNKN
## [3290] UNENCRYPTED_SENSITIVE-LOGIN
## [3291] UNENCRYPTED_IDENTIFIER
## [3292] UNKN_UNKN
## [3293] UNKN_UNKN
## [3294] UNENCRYPTED_IDENTIFIER
## [3295] UNENCRYPTED_IDENTIFIER
## [3296] UNKN_UNKN
## [3297] UNENCRYPTED_IDENTIFIER
## [3298] UNENCRYPTED_SENSITIVE-LOGIN
## [3299] UNENCRYPTED_IDENTIFIER
## [3300] UNKN_UNKN
## [3301] UNENCRYPTED_IDENTIFIER
## [3302] UNENCRYPTED_IDENTIFIER
## [3303] UNENCRYPTED_IDENTIFIER
## [3304] UNENCRYPTED_IDENTIFIER
## [3305] UNENCRYPTED_IDENTIFIER
## [3306] UNKN_UNKN
## [3307] UNENCRYPTED_IDENTIFIER
## [3308] UNKN_UNKN
## [3309] UNKN_UNKN
## [3310] UNENCRYPTED_IDENTIFIER
## [3311] UNENCRYPTED_IDENTIFIER
## [3312] UNKN_UNKN
## [3313] UNKN_UNKN
## [3314] UNKN_UNKN
## [3315] UNENCRYPTED_IDENTIFIER
## [3316] UNENCRYPTED_IDENTIFIER
## [3317] UNENCRYPTED_UNKN
## [3318] UNENCRYPTED_IDENTIFIER
## [3319] UNENCRYPTED_IDENTIFIER
## [3320] UNKN_UNKN
## [3321] UNENCRYPTED_IDENTIFIER
## [3322] UNENCRYPTED_IDENTIFIER
## [3323] UNKN_UNKN
## [3324] UNENCRYPTED_IDENTIFIER
## [3325] UNENCRYPTED_IDENTIFIER
## [3326] UNKN_UNKN
## [3327] UNKN_UNKN
## [3328] UNENCRYPTED_HEALTH
## [3329] UNENCRYPTED_IDENTIFIER
## [3330] UNENCRYPTED_IDENTIFIER
## [3331] UNKN_UNKN
## [3332] UNKN_UNKN
## [3333] UNENCRYPTED_IDENTIFIER
## [3334] UNKN_UNKN
## [3335] UNKN_UNKN
## [3336] UNKN_UNKN
## [3337] UNKN_UNKN
## [3338] UNKN_UNKN
## [3339] UNKN_UNKN
## [3340] UNKN_UNKN
## [3341] UNENCRYPTED_IDENTIFIER
## [3342] UNKN_UNKN
## [3343] UNENCRYPTED_IDENTIFIER
## [3344] UNENCRYPTED_IDENTIFIER
## [3345] UNKN_UNKN
## [3346] UNKN_UNKN
## [3347] UNKN_UNKN
## [3348] UNKN_UNKN
## [3349] UNENCRYPTED_IDENTIFIER
## [3350] UNKN_UNKN
## [3351] UNENCRYPTED_IDENTIFIER
## [3352] UNENCRYPTED_SENSITIVE-GOV
## [3353] UNENCRYPTED_IDENTIFIER
## [3354] UNENCRYPTED_IDENTIFIER
## [3355] UNENCRYPTED_IDENTIFIER
## [3356] UNKN_UNKN
## [3357] UNENCRYPTED_IDENTIFIER
## [3358] UNKN_UNKN
## [3359] UNENCRYPTED_SENSITIVE-LOGIN
## [3360] UNENCRYPTED_IDENTIFIER
## [3361] UNKN_UNKN
## [3362] UNENCRYPTED_IDENTIFIER
## [3363] UNENCRYPTED_IDENTIFIER
## [3364] UNKN_UNKN
## [3365] UNENCRYPTED_IDENTIFIER
## [3366] UNKN_UNKN
## [3367] UNENCRYPTED_IDENTIFIER
## [3368] UNENCRYPTED_IDENTIFIER
## [3369] UNKN_UNKN
## [3370] UNKN_UNKN
## [3371] UNENCRYPTED_IDENTIFIER
## [3372] UNKN_UNKN
## [3373] UNENCRYPTED_IDENTIFIER
## [3374] UNENCRYPTED_IDENTIFIER
## [3375] UNENCRYPTED_IDENTIFIER
## [3376] UNENCRYPTED_IDENTIFIER
## [3377] UNKN_UNKN
## [3378] UNKN_UNKN
## [3379] UNKN_UNKN
## [3380] UNENCRYPTED_IDENTIFIER
## [3381] UNKN_UNKN
## [3382] UNKN_UNKN
## [3383] UNKN_UNKN
## [3384] UNENCRYPTED_IDENTIFIER
## [3385] UNENCRYPTED_IDENTIFIER
## [3386] UNKN_UNKN
## [3387] UNENCRYPTED_IDENTIFIER
## [3388] UNENCRYPTED_IDENTIFIER
## [3389] UNENCRYPTED_IDENTIFIER
## [3390] UNENCRYPTED_IDENTIFIER
## [3391] UNENCRYPTED_IDENTIFIER
## [3392] UNENCRYPTED_IDENTIFIER
## [3393] UNENCRYPTED_IDENTIFIER
## [3394] UNKN_UNKN
## [3395] UNENCRYPTED_IDENTIFIER
## [3396] UNKN_UNKN
## [3397] UNENCRYPTED_IDENTIFIER
## [3398] UNKN_UNKN
## [3399] UNENCRYPTED_IDENTIFIER
## [3400] UNENCRYPTED_IDENTIFIER
## [3401] UNKN_UNKN
## [3402] UNENCRYPTED_UNKN
## [3403] UNKN_UNKN
## [3404] UNENCRYPTED_IDENTIFIER
## [3405] UNENCRYPTED_IDENTIFIER
## [3406] UNKN_UNKN
## [3407] UNENCRYPTED_IDENTIFIER
## [3408] UNENCRYPTED_UNKN
## [3409] UNKN_UNKN
## [3410] UNENCRYPTED_IDENTIFIER
## [3411] UNENCRYPTED_IDENTIFIER
## [3412] UNKN_UNKN
## [3413] UNKN_UNKN
## [3414] UNKN_UNKN
## [3415] UNKN_UNKN
## [3416] UNENCRYPTED_IDENTIFIER
## [3417] UNKN_UNKN
## [3418] UNKN_UNKN
## [3419] UNENCRYPTED_IDENTIFIER
## [3420] UNKN_UNKN
## [3421] UNKN_UNKN
## [3422] UNENCRYPTED_IDENTIFIER
## [3423] UNENCRYPTED_IDENTIFIER
## [3424] UNKN_UNKN
## [3425] UNENCRYPTED_IDENTIFIER
## [3426] UNKN_UNKN
## [3427] UNKN_UNKN
## [3428] UNENCRYPTED_IDENTIFIER
## [3429] UNKN_UNKN
## [3430] UNKN_UNKN
## [3431] UNKN_UNKN
## [3432] UNKN_UNKN
## [3433] ENCRYPTED_IDENTIFIER
## [3434] UNENCRYPTED_HEALTH
## [3435] UNENCRYPTED_IDENTIFIER
## [3436] UNENCRYPTED_IDENTIFIER
## [3437] UNENCRYPTED_IDENTIFIER
## [3438] UNENCRYPTED_IDENTIFIER
## [3439] UNENCRYPTED_IDENTIFIER
## [3440] UNENCRYPTED_IDENTIFIER
## [3441] UNKN_UNKN
## [3442] UNKN_UNKN
## [3443] UNENCRYPTED_IDENTIFIER
## [3444] UNKN_UNKN
## [3445] UNKN_UNKN
## [3446] UNENCRYPTED_IDENTIFIER
## [3447] UNKN_UNKN
## [3448] UNENCRYPTED_UNKN
## [3449] UNKN_UNKN
## [3450] UNKN_UNKN
## [3451] UNENCRYPTED_HEALTH
## [3452] UNENCRYPTED_IDENTIFIER
## [3453] UNENCRYPTED_IDENTIFIER
## [3454] UNENCRYPTED_IDENTIFIER
## [3455] UNENCRYPTED_UNKN
## [3456] UNENCRYPTED_IDENTIFIER
## [3457] UNKN_UNKN
## [3458] UNENCRYPTED_HEALTH
## [3459] UNENCRYPTED_IDENTIFIER
## [3460] UNENCRYPTED_IDENTIFIER
## [3461] UNKN_UNKN
## [3462] UNKN_UNKN
## [3463] UNENCRYPTED_IDENTIFIER
## [3464] UNKN_UNKN
## [3465] UNKN_UNKN
## [3466] UNENCRYPTED_IDENTIFIER
## [3467] UNKN_UNKN
## [3468] UNKN_UNKN
## [3469] UNENCRYPTED_IDENTIFIER
## [3470] UNENCRYPTED_IDENTIFIER
## [3471] UNKN_UNKN
## [3472] UNKN_UNKN
## [3473] UNENCRYPTED_IDENTIFIER
## [3474] UNKN_UNKN
## [3475] UNKN_UNKN
## [3476] UNKN_UNKN
## [3477] UNKN_UNKN
## [3478] UNENCRYPTED_IDENTIFIER
## [3479] UNKN_UNKN
## [3480] UNKN_UNKN
## [3481] UNKN_UNKN
## [3482] UNENCRYPTED_IDENTIFIER
## [3483] UNKN_UNKN
## [3484] UNKN_UNKN
## [3485] UNENCRYPTED_IDENTIFIER
## [3486] UNKN_UNKN
## [3487] UNENCRYPTED_IDENTIFIER
## [3488] UNENCRYPTED_IDENTIFIER
## [3489] UNENCRYPTED_IDENTIFIER
## [3490] UNENCRYPTED_IDENTIFIER
## [3491] UNENCRYPTED_IDENTIFIER
## [3492] UNKN_UNKN
## [3493] UNKN_UNKN
## [3494] UNENCRYPTED_IDENTIFIER
## [3495] UNENCRYPTED_IDENTIFIER
## [3496] UNENCRYPTED_IDENTIFIER
## [3497] UNKN_UNKN
## [3498] UNENCRYPTED_IDENTIFIER
## [3499] UNKN_UNKN
## [3500] UNKN_UNKN
## [3501] UNKN_UNKN
## [3502] UNKN_UNKN
## [3503] UNKN_UNKN
## [3504] UNKN_UNKN
## [3505] UNKN_UNKN
## [3506] UNKN_UNKN
## [3507] UNENCRYPTED_IDENTIFIER
## [3508] UNKN_UNKN
## [3509] UNENCRYPTED_IDENTIFIER
## [3510] UNKN_UNKN
## [3511] UNENCRYPTED_IDENTIFIER
## [3512] UNENCRYPTED_HEALTH
## [3513] UNKN_UNKN
## [3514] UNKN_UNKN
## [3515] UNKN_UNKN
## [3516] UNKN_UNKN
## [3517] UNKN_UNKN
## [3518] UNKN_UNKN
## [3519] UNENCRYPTED_UNKN
## [3520] UNKN_UNKN
## [3521] UNENCRYPTED_IDENTIFIER
## [3522] UNENCRYPTED_IDENTIFIER
## [3523] UNKN_UNKN
## [3524] ENCRYPTED_IDENTIFIER
## [3525] UNENCRYPTED_IDENTIFIER
## [3526] UNENCRYPTED_SENSITIVE-GOV
## [3527] UNENCRYPTED_IDENTIFIER
## [3528] UNENCRYPTED_UNKN
## [3529] UNKN_UNKN
## [3530] UNKN_UNKN
## [3531] UNKN_UNKN
## [3532] UNKN_UNKN
## [3533] UNENCRYPTED_IDENTIFIER
## [3534] UNENCRYPTED_IDENTIFIER
## [3535] UNENCRYPTED_IDENTIFIER
## [3536] UNENCRYPTED_HEALTH
## [3537] UNENCRYPTED_IDENTIFIER
## [3538] UNKN_UNKN
## [3539] UNENCRYPTED_IDENTIFIER
## [3540] UNKN_UNKN
## [3541] UNENCRYPTED_HEALTH
## [3542] UNKN_UNKN
## [3543] UNKN_UNKN
## [3544] UNKN_UNKN
## [3545] UNKN_UNKN
## [3546] UNENCRYPTED_IDENTIFIER
## [3547] UNENCRYPTED_IDENTIFIER
## [3548] UNENCRYPTED_IDENTIFIER
## [3549] UNENCRYPTED_IDENTIFIER
## [3550] UNENCRYPTED_IDENTIFIER
## [3551] UNENCRYPTED_IDENTIFIER
## [3552] UNKN_UNKN
## [3553] ENCRYPTED_IDENTIFIER
## [3554] UNENCRYPTED_IDENTIFIER
## [3555] ENCRYPTED_IDENTIFIER
## [3556] UNKN_UNKN
## [3557] UNKN_UNKN
## [3558] UNENCRYPTED_IDENTIFIER
## [3559] UNENCRYPTED_UNKN
## [3560] UNKN_UNKN
## [3561] UNENCRYPTED_IDENTIFIER
## [3562] UNKN_UNKN
## [3563] UNENCRYPTED_SENSITIVE-LOGIN
## [3564] UNENCRYPTED_IDENTIFIER
## [3565] UNKN_UNKN
## [3566] UNKN_UNKN
## [3567] UNENCRYPTED_IDENTIFIER
## [3568] UNKN_UNKN
## [3569] UNENCRYPTED_IDENTIFIER
## [3570] UNENCRYPTED_IDENTIFIER
## [3571] UNENCRYPTED_IDENTIFIER
## [3572] UNENCRYPTED_IDENTIFIER
## [3573] UNENCRYPTED_IDENTIFIER
## [3574] UNKN_UNKN
## [3575] ENCRYPTED_IDENTIFIER
## [3576] UNKN_UNKN
## [3577] UNKN_UNKN
## [3578] UNENCRYPTED_IDENTIFIER
## [3579] UNENCRYPTED_IDENTIFIER
## [3580] UNKN_UNKN
## [3581] UNENCRYPTED_IDENTIFIER
## [3582] UNKN_UNKN
## [3583] UNKN_UNKN
## [3584] UNENCRYPTED_IDENTIFIER
## [3585] UNKN_UNKN
## [3586] UNKN_UNKN
## [3587] UNENCRYPTED_IDENTIFIER
## [3588] UNENCRYPTED_IDENTIFIER
## [3589] UNENCRYPTED_IDENTIFIER
## [3590] UNENCRYPTED_IDENTIFIER
## [3591] UNENCRYPTED_IDENTIFIER
## [3592] UNENCRYPTED_IDENTIFIER
## [3593] UNENCRYPTED_IDENTIFIER
## [3594] UNKN_UNKN
## [3595] UNENCRYPTED_IDENTIFIER
## [3596] UNENCRYPTED_IDENTIFIER
## [3597] UNKN_UNKN
## [3598] UNKN_UNKN
## [3599] UNENCRYPTED_IDENTIFIER
## [3600] UNKN_UNKN
## [3601] UNENCRYPTED_SENSITIVE-LOGIN
## [3602] UNENCRYPTED_IDENTIFIER
## [3603] UNKN_UNKN
## [3604] UNKN_UNKN
## [3605] UNENCRYPTED_IDENTIFIER
## [3606] UNKN_UNKN
## [3607] UNENCRYPTED_IDENTIFIER
## [3608] UNKN_UNKN
## [3609] UNKN_UNKN
## [3610] UNKN_UNKN
## [3611] UNENCRYPTED_IDENTIFIER
## [3612] UNENCRYPTED_IDENTIFIER
## [3613] UNENCRYPTED_IDENTIFIER
## [3614] UNKN_UNKN
## [3615] UNENCRYPTED_IDENTIFIER
## [3616] UNENCRYPTED_IDENTIFIER
## [3617] UNKN_UNKN
## [3618] UNENCRYPTED_IDENTIFIER
## [3619] UNKN_UNKN
## [3620] UNENCRYPTED_IDENTIFIER
## [3621] UNENCRYPTED_UNKN
## [3622] UNENCRYPTED_IDENTIFIER
## [3623] UNENCRYPTED_IDENTIFIER
## [3624] UNKN_UNKN
## [3625] UNKN_UNKN
## [3626] UNKN_UNKN
## [3627] UNKN_UNKN
## [3628] UNKN_UNKN
## [3629] UNKN_UNKN
## [3630] UNKN_UNKN
## [3631] UNKN_UNKN
## [3632] UNKN_UNKN
## [3633] UNENCRYPTED_IDENTIFIER
## [3634] UNKN_UNKN
## [3635] UNKN_UNKN
## [3636] UNENCRYPTED_IDENTIFIER
## [3637] UNENCRYPTED_IDENTIFIER
## [3638] UNENCRYPTED_IDENTIFIER
## [3639] UNENCRYPTED_IDENTIFIER
## [3640] UNENCRYPTED_IDENTIFIER
## [3641] UNKN_UNKN
## [3642] UNKN_UNKN
## [3643] UNKN_UNKN
## [3644] UNKN_UNKN
## [3645] UNENCRYPTED_IDENTIFIER
## [3646] UNKN_UNKN
## [3647] UNKN_UNKN
## [3648] UNENCRYPTED_IDENTIFIER
## [3649] UNENCRYPTED_UNKN
## [3650] UNKN_UNKN
## [3651] UNENCRYPTED_UNKN
## [3652] UNKN_UNKN
## [3653] UNKN_UNKN
## [3654] UNKN_UNKN
## [3655] UNKN_UNKN
## [3656] UNENCRYPTED_IDENTIFIER
## [3657] UNKN_UNKN
## [3658] UNENCRYPTED_IDENTIFIER
## [3659] UNENCRYPTED_IDENTIFIER
## [3660] UNKN_UNKN
## [3661] UNKN_UNKN
## [3662] UNENCRYPTED_IDENTIFIER
## [3663] UNENCRYPTED_IDENTIFIER
## [3664] UNENCRYPTED_IDENTIFIER
## [3665] UNKN_UNKN
## [3666] UNENCRYPTED_IDENTIFIER
## [3667] UNKN_UNKN
## [3668] UNENCRYPTED_IDENTIFIER
## [3669] UNENCRYPTED_IDENTIFIER
## [3670] UNKN_UNKN
## [3671] UNENCRYPTED_IDENTIFIER
## [3672] UNENCRYPTED_IDENTIFIER
## [3673] UNENCRYPTED_SENSITIVE-GOV
## [3674] UNKN_UNKN
## [3675] UNENCRYPTED_IDENTIFIER
## [3676] UNKN_UNKN
## [3677] UNKN_UNKN
## [3678] UNKN_UNKN
## [3679] UNKN_UNKN
## [3680] UNENCRYPTED_IDENTIFIER
## [3681] UNENCRYPTED_IDENTIFIER
## [3682] UNENCRYPTED_IDENTIFIER
## [3683] UNKN_UNKN
## [3684] UNENCRYPTED_UNKN
## [3685] UNKN_UNKN
## [3686] UNENCRYPTED_IDENTIFIER
## [3687] UNENCRYPTED_IDENTIFIER
## [3688] UNKN_UNKN
## [3689] UNKN_UNKN
## [3690] UNENCRYPTED_IDENTIFIER
## [3691] UNKN_UNKN
## [3692] UNKN_UNKN
## [3693] UNENCRYPTED_IDENTIFIER
## [3694] UNKN_UNKN
## [3695] UNENCRYPTED_IDENTIFIER
## [3696] UNENCRYPTED_IDENTIFIER
## [3697] UNKN_UNKN
## [3698] UNENCRYPTED_IDENTIFIER
## [3699] UNKN_UNKN
## [3700] UNKN_UNKN
## [3701] UNKN_UNKN
## [3702] UNKN_UNKN
## [3703] UNENCRYPTED_IDENTIFIER
## [3704] UNENCRYPTED_IDENTIFIER
## [3705] UNKN_UNKN
## [3706] UNKN_UNKN
## [3707] UNENCRYPTED_IDENTIFIER
## [3708] UNKN_UNKN
## [3709] UNKN_UNKN
## [3710] UNENCRYPTED_IDENTIFIER
## [3711] UNENCRYPTED_IDENTIFIER
## [3712] UNKN_UNKN
## [3713] UNKN_UNKN
## [3714] UNENCRYPTED_IDENTIFIER
## [3715] UNKN_UNKN
## [3716] UNENCRYPTED_IDENTIFIER
## [3717] UNENCRYPTED_IDENTIFIER
## [3718] UNENCRYPTED_IDENTIFIER
## [3719] UNENCRYPTED_IDENTIFIER
## [3720] UNKN_UNKN
## [3721] UNKN_UNKN
## [3722] UNKN_UNKN
## [3723] UNENCRYPTED_IDENTIFIER
## [3724] UNENCRYPTED_IDENTIFIER
## [3725] UNENCRYPTED_IDENTIFIER
## [3726] UNENCRYPTED_IDENTIFIER
## [3727] UNENCRYPTED_SENSITIVE-LOGIN
## [3728] UNKN_UNKN
## [3729] UNENCRYPTED_IDENTIFIER
## [3730] UNENCRYPTED_IDENTIFIER
## [3731] UNENCRYPTED_IDENTIFIER
## [3732] UNKN_UNKN
## [3733] UNKN_UNKN
## [3734] UNENCRYPTED_IDENTIFIER
## [3735] UNENCRYPTED_IDENTIFIER
## [3736] UNENCRYPTED_IDENTIFIER
## [3737] UNKN_UNKN
## [3738] UNKN_UNKN
## [3739] UNKN_UNKN
## [3740] UNKN_UNKN
## [3741] UNKN_UNKN
## [3742] UNKN_UNKN
## [3743] UNKN_UNKN
## [3744] UNENCRYPTED_UNKN
## [3745] UNENCRYPTED_IDENTIFIER
## [3746] UNKN_UNKN
## [3747] UNKN_UNKN
## [3748] UNENCRYPTED_IDENTIFIER
## [3749] UNKN_UNKN
## [3750] UNKN_UNKN
## [3751] UNENCRYPTED_IDENTIFIER
## [3752] UNKN_UNKN
## [3753] UNKN_UNKN
## [3754] UNKN_UNKN
## [3755] UNKN_UNKN
## [3756] UNKN_UNKN
## [3757] UNENCRYPTED_IDENTIFIER
## [3758] UNKN_UNKN
## [3759] UNENCRYPTED_IDENTIFIER
## [3760] UNENCRYPTED_IDENTIFIER
## [3761] UNENCRYPTED_IDENTIFIER
## [3762] UNKN_UNKN
## [3763] UNENCRYPTED_SENSITIVE-LOGIN
## [3764] UNKN_UNKN
## [3765] ENCRYPTED_IDENTIFIER
## [3766] UNKN_UNKN
## [3767] UNKN_UNKN
## [3768] UNENCRYPTED_HEALTH
## [3769] UNKN_UNKN
## [3770] UNKN_UNKN
## [3771] UNKN_UNKN
## [3772] UNKN_UNKN
## [3773] UNKN_UNKN
## [3774] UNKN_UNKN
## [3775] UNENCRYPTED_UNKN
## [3776] UNENCRYPTED_IDENTIFIER
## [3777] UNKN_UNKN
## [3778] UNKN_UNKN
## [3779] UNENCRYPTED_IDENTIFIER
## [3780] UNKN_UNKN
## [3781] UNENCRYPTED_IDENTIFIER
## [3782] UNENCRYPTED_IDENTIFIER
## [3783] UNENCRYPTED_IDENTIFIER
## [3784] UNENCRYPTED_IDENTIFIER
## [3785] UNKN_UNKN
## [3786] UNENCRYPTED_IDENTIFIER
## [3787] UNKN_UNKN
## [3788] UNKN_UNKN
## [3789] UNENCRYPTED_IDENTIFIER
## [3790] UNENCRYPTED_IDENTIFIER
## [3791] UNKN_UNKN
## [3792] UNKN_UNKN
## [3793] UNENCRYPTED_IDENTIFIER
## [3794] UNKN_UNKN
## [3795] UNKN_UNKN
## [3796] UNKN_UNKN
## [3797] UNKN_UNKN
## [3798] UNENCRYPTED_IDENTIFIER
## [3799] UNKN_UNKN
## [3800] UNKN_UNKN
## [3801] UNENCRYPTED_IDENTIFIER
## [3802] UNKN_UNKN
## [3803] UNENCRYPTED_IDENTIFIER
## [3804] UNKN_UNKN
## [3805] UNKN_UNKN
## [3806] UNKN_UNKN
## [3807] UNKN_UNKN
## [3808] UNKN_UNKN
## [3809] UNENCRYPTED_IDENTIFIER
## [3810] UNENCRYPTED_IDENTIFIER
## [3811] UNENCRYPTED_IDENTIFIER
## [3812] UNENCRYPTED_UNKN
## [3813] UNKN_UNKN
## [3814] UNKN_UNKN
## [3815] UNENCRYPTED_IDENTIFIER
## [3816] UNENCRYPTED_IDENTIFIER
## [3817] UNENCRYPTED_IDENTIFIER
## [3818] UNKN_UNKN
## [3819] UNENCRYPTED_IDENTIFIER
## [3820] UNKN_UNKN
## [3821] UNENCRYPTED_IDENTIFIER
## [3822] UNENCRYPTED_IDENTIFIER
## [3823] UNKN_UNKN
## [3824] UNENCRYPTED_IDENTIFIER
## [3825] UNENCRYPTED_IDENTIFIER
## [3826] UNENCRYPTED_IDENTIFIER
## [3827] UNENCRYPTED_IDENTIFIER
## [3828] UNKN_UNKN
## [3829] UNENCRYPTED_IDENTIFIER
## [3830] UNKN_UNKN
## [3831] UNENCRYPTED_HEALTH
## [3832] UNENCRYPTED_IDENTIFIER
## [3833] UNENCRYPTED_IDENTIFIER
## [3834] UNKN_UNKN
## [3835] UNKN_UNKN
## [3836] UNENCRYPTED_IDENTIFIER
## [3837] UNKN_UNKN
## [3838] UNENCRYPTED_HEALTH
## [3839] UNENCRYPTED_IDENTIFIER
## [3840] UNKN_UNKN
## [3841] UNENCRYPTED_UNKN
## [3842] UNENCRYPTED_IDENTIFIER
## [3843] UNENCRYPTED_SENSITIVE-LOGIN
## [3844] UNKN_UNKN
## [3845] UNKN_UNKN
## [3846] UNENCRYPTED_IDENTIFIER
## [3847] UNENCRYPTED_IDENTIFIER
## [3848] UNENCRYPTED_IDENTIFIER
## [3849] UNKN_UNKN
## [3850] UNENCRYPTED_IDENTIFIER
## [3851] UNENCRYPTED_IDENTIFIER
## [3852] UNKN_UNKN
## [3853] UNKN_UNKN
## [3854] UNKN_UNKN
## [3855] UNENCRYPTED_IDENTIFIER
## [3856] UNKN_UNKN
## [3857] UNKN_UNKN
## [3858] UNENCRYPTED_IDENTIFIER
## [3859] UNENCRYPTED_IDENTIFIER
## [3860] UNKN_UNKN
## [3861] UNENCRYPTED_SENSITIVE-LOGIN
## [3862] UNKN_UNKN
## [3863] UNENCRYPTED_UNKN
## [3864] UNKN_UNKN
## [3865] UNKN_UNKN
## [3866] UNENCRYPTED_IDENTIFIER
## [3867] UNKN_UNKN
## [3868] UNENCRYPTED_UNKN
## [3869] UNENCRYPTED_IDENTIFIER
## [3870] UNKN_UNKN
## [3871] UNKN_UNKN
## [3872] UNKN_UNKN
## [3873] UNENCRYPTED_IDENTIFIER
## [3874] UNKN_UNKN
## [3875] UNKN_UNKN
## [3876] UNENCRYPTED_IDENTIFIER
## [3877] UNKN_UNKN
## [3878] UNENCRYPTED_IDENTIFIER
## [3879] UNENCRYPTED_IDENTIFIER
## [3880] UNENCRYPTED_IDENTIFIER
## [3881] UNKN_UNKN
## [3882] UNENCRYPTED_IDENTIFIER
## [3883] UNKN_UNKN
## [3884] UNENCRYPTED_IDENTIFIER
## [3885] UNKN_UNKN
## [3886] UNKN_UNKN
## [3887] UNENCRYPTED_IDENTIFIER
## [3888] UNENCRYPTED_IDENTIFIER
## [3889] UNENCRYPTED_IDENTIFIER
## [3890] UNKN_UNKN
## [3891] UNENCRYPTED_IDENTIFIER
## [3892] UNKN_UNKN
## [3893] UNENCRYPTED_IDENTIFIER
## [3894] UNKN_UNKN
## [3895] UNENCRYPTED_IDENTIFIER
## [3896] UNKN_UNKN
## [3897] UNENCRYPTED_IDENTIFIER
## [3898] UNENCRYPTED_IDENTIFIER
## [3899] UNKN_UNKN
## [3900] UNKN_UNKN
## [3901] UNKN_UNKN
## [3902] UNENCRYPTED_IDENTIFIER
## [3903] UNKN_UNKN
## [3904] UNKN_UNKN
## [3905] UNENCRYPTED_IDENTIFIER
## [3906] UNENCRYPTED_IDENTIFIER
## [3907] UNENCRYPTED_IDENTIFIER
## [3908] UNENCRYPTED_IDENTIFIER
## [3909] UNENCRYPTED_IDENTIFIER
## [3910] UNENCRYPTED_IDENTIFIER
## [3911] UNENCRYPTED_UNKN
## [3912] UNKN_UNKN
## [3913] UNKN_UNKN
## [3914] UNKN_UNKN
## [3915] UNENCRYPTED_IDENTIFIER
## [3916] UNENCRYPTED_IDENTIFIER
## [3917] UNKN_UNKN
## [3918] UNENCRYPTED_IDENTIFIER
## [3919] UNKN_UNKN
## [3920] UNENCRYPTED_IDENTIFIER
## [3921] UNKN_UNKN
## [3922] UNKN_UNKN
## [3923] UNENCRYPTED_IDENTIFIER
## [3924] UNENCRYPTED_IDENTIFIER
## [3925] UNENCRYPTED_IDENTIFIER
## [3926] UNENCRYPTED_IDENTIFIER
## [3927] UNKN_UNKN
## [3928] UNKN_UNKN
## [3929] UNKN_UNKN
## [3930] UNKN_UNKN
## [3931] UNENCRYPTED_IDENTIFIER
## [3932] UNENCRYPTED_IDENTIFIER
## [3933] UNENCRYPTED_IDENTIFIER
## [3934] UNENCRYPTED_IDENTIFIER
## [3935] UNENCRYPTED_IDENTIFIER
## [3936] UNENCRYPTED_IDENTIFIER
## [3937] UNKN_UNKN
## [3938] UNKN_UNKN
## [3939] UNKN_UNKN
## [3940] UNENCRYPTED_SENSITIVE-LOGIN
## [3941] UNKN_UNKN
## [3942] UNKN_UNKN
## [3943] UNKN_UNKN
## [3944] UNKN_UNKN
## [3945] UNKN_UNKN
## [3946] UNENCRYPTED_IDENTIFIER
## [3947] UNENCRYPTED_IDENTIFIER
## [3948] UNKN_UNKN
## [3949] UNKN_UNKN
## [3950] UNENCRYPTED_HEALTH
## [3951] UNKN_UNKN
## [3952] UNKN_UNKN
## [3953] UNENCRYPTED_UNKN
## [3954] UNKN_UNKN
## [3955] UNENCRYPTED_IDENTIFIER
## [3956] UNENCRYPTED_IDENTIFIER
## [3957] UNKN_UNKN
## [3958] UNKN_UNKN
## [3959] UNENCRYPTED_IDENTIFIER
## [3960] UNENCRYPTED_IDENTIFIER
## [3961] UNENCRYPTED_IDENTIFIER
## [3962] UNENCRYPTED_IDENTIFIER
## [3963] UNKN_UNKN
## [3964] UNENCRYPTED_IDENTIFIER
## [3965] UNENCRYPTED_IDENTIFIER
## [3966] UNKN_UNKN
## [3967] UNKN_UNKN
## [3968] UNENCRYPTED_IDENTIFIER
## [3969] UNENCRYPTED_IDENTIFIER
## [3970] UNKN_UNKN
## [3971] UNKN_UNKN
## [3972] UNENCRYPTED_IDENTIFIER
## [3973] UNENCRYPTED_IDENTIFIER
## [3974] UNENCRYPTED_IDENTIFIER
## [3975] UNKN_UNKN
## [3976] UNENCRYPTED_IDENTIFIER
## [3977] UNKN_UNKN
## [3978] UNENCRYPTED_IDENTIFIER
## [3979] UNKN_UNKN
## [3980] UNKN_UNKN
## [3981] UNKN_UNKN
## [3982] UNENCRYPTED_IDENTIFIER
## [3983] ENCRYPTED_IDENTIFIER
## [3984] UNKN_UNKN
## [3985] UNKN_HEALTH
## [3986] UNENCRYPTED_IDENTIFIER
## [3987] UNENCRYPTED_IDENTIFIER
## [3988] UNKN_UNKN
## [3989] UNKN_UNKN
## [3990] UNKN_UNKN
## [3991] UNENCRYPTED_IDENTIFIER
## [3992] UNKN_UNKN
## [3993] UNENCRYPTED_NAME
## [3994] UNENCRYPTED_IDENTIFIER
## [3995] UNENCRYPTED_IDENTIFIER
## [3996] UNKN_UNKN
## [3997] UNENCRYPTED_IDENTIFIER
## [3998] UNKN_UNKN
## [3999] UNENCRYPTED_IDENTIFIER
## [4000] UNENCRYPTED_IDENTIFIER
## [4001] UNENCRYPTED_IDENTIFIER
## [4002] UNKN_UNKN
## [4003] UNENCRYPTED_IDENTIFIER
## [4004] UNENCRYPTED_IDENTIFIER
## [4005] UNKN_UNKN
## [4006] UNENCRYPTED_HEALTH
## [4007] UNKN_UNKN
## [4008] UNKN_UNKN
## [4009] UNKN_UNKN
## [4010] UNENCRYPTED_IDENTIFIER
## [4011] UNKN_UNKN
## [4012] ENCRYPTED_IDENTIFIER
## [4013] UNKN_UNKN
## [4014] UNENCRYPTED_IDENTIFIER
## [4015] UNENCRYPTED_IDENTIFIER
## [4016] UNKN_UNKN
## [4017] UNENCRYPTED_IDENTIFIER
## [4018] UNKN_UNKN
## [4019] UNENCRYPTED_IDENTIFIER
## [4020] UNKN_UNKN
## [4021] UNENCRYPTED_IDENTIFIER
## [4022] UNKN_UNKN
## [4023] UNKN_UNKN
## [4024] UNENCRYPTED_IDENTIFIER
## [4025] UNENCRYPTED_HEALTH
## [4026] UNKN_UNKN
## [4027] UNENCRYPTED_SENSITIVE-LOGIN
## [4028] UNKN_UNKN
## [4029] UNKN_UNKN
## [4030] UNENCRYPTED_IDENTIFIER
## [4031] UNKN_UNKN
## [4032] UNKN_UNKN
## [4033] UNENCRYPTED_SENSITIVE-GOV
## [4034] UNENCRYPTED_IDENTIFIER
## [4035] UNENCRYPTED_IDENTIFIER
## [4036] UNENCRYPTED_IDENTIFIER
## [4037] UNKN_UNKN
## [4038] UNKN_UNKN
## [4039] UNKN_UNKN
## [4040] UNENCRYPTED_IDENTIFIER
## [4041] UNKN_UNKN
## [4042] UNENCRYPTED_IDENTIFIER
## [4043] UNENCRYPTED_IDENTIFIER
## [4044] UNKN_UNKN
## [4045] UNENCRYPTED_IDENTIFIER
## [4046] UNENCRYPTED_IDENTIFIER
## [4047] UNENCRYPTED_IDENTIFIER
## [4048] UNKN_UNKN
## [4049] UNENCRYPTED_IDENTIFIER
## [4050] UNKN_UNKN
## [4051] UNENCRYPTED_IDENTIFIER
## [4052] UNKN_UNKN
## [4053] UNKN_UNKN
## [4054] UNENCRYPTED_IDENTIFIER
## [4055] UNENCRYPTED_IDENTIFIER
## [4056] UNENCRYPTED_IDENTIFIER
## [4057] UNENCRYPTED_IDENTIFIER
## [4058] UNKN_UNKN
## [4059] UNENCRYPTED_IDENTIFIER
## [4060] UNENCRYPTED_IDENTIFIER
## [4061] UNKN_UNKN
## [4062] UNKN_UNKN
## [4063] UNENCRYPTED_IDENTIFIER
## [4064] UNENCRYPTED_IDENTIFIER
## [4065] UNENCRYPTED_IDENTIFIER
## [4066] UNENCRYPTED_IDENTIFIER
## [4067] UNENCRYPTED_IDENTIFIER
## [4068] UNKN_UNKN
## [4069] UNENCRYPTED_IDENTIFIER
## [4070] UNENCRYPTED_IDENTIFIER
## [4071] UNENCRYPTED_IDENTIFIER
## [4072] UNKN_UNKN
## [4073] UNENCRYPTED_UNKN
## [4074] UNKN_UNKN
## [4075] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [4076] UNENCRYPTED_IDENTIFIER
## [4077] UNENCRYPTED_IDENTIFIER
## [4078] UNENCRYPTED_IDENTIFIER
## [4079] UNKN_UNKN
## [4080] UNENCRYPTED_IDENTIFIER
## [4081] UNKN_UNKN
## [4082] UNENCRYPTED_IDENTIFIER
## [4083] UNENCRYPTED_IDENTIFIER
## [4084] UNKN_UNKN
## [4085] UNKN_UNKN
## [4086] UNENCRYPTED_IDENTIFIER
## [4087] UNENCRYPTED_IDENTIFIER
## [4088] UNKN_UNKN
## [4089] UNKN_UNKN
## [4090] UNKN_UNKN
## [4091] UNKN_UNKN
## [4092] UNKN_UNKN
## [4093] UNENCRYPTED_IDENTIFIER
## [4094] UNKN_UNKN
## [4095] UNENCRYPTED_IDENTIFIER
## [4096] UNENCRYPTED_IDENTIFIER
## [4097] UNKN_UNKN
## [4098] UNKN_UNKN
## [4099] UNENCRYPTED_IDENTIFIER
## [4100] UNENCRYPTED_IDENTIFIER
## [4101] UNKN_UNKN
## [4102] UNENCRYPTED_IDENTIFIER
## [4103] UNKN_UNKN
## [4104] UNENCRYPTED_IDENTIFIER
## [4105] UNKN_UNKN
## [4106] UNKN_UNKN
## [4107] UNKN_UNKN
## [4108] UNKN_UNKN
## [4109] UNKN_UNKN
## [4110] UNENCRYPTED_IDENTIFIER
## [4111] UNKN_UNKN
## [4112] UNKN_UNKN
## [4113] UNKN_UNKN
## [4114] UNKN_UNKN
## [4115] UNENCRYPTED_IDENTIFIER
## [4116] UNENCRYPTED_IDENTIFIER
## [4117] UNENCRYPTED_IDENTIFIER
## [4118] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [4119] UNKN_UNKN
## [4120] UNENCRYPTED_IDENTIFIER
## [4121] UNKN_UNKN
## [4122] UNKN_UNKN
## [4123] UNENCRYPTED_SENSITIVE-GOV
## [4124] UNKN_UNKN
## [4125] UNENCRYPTED_IDENTIFIER
## [4126] UNKN_UNKN
## [4127] UNENCRYPTED_UNKN
## [4128] UNKN_UNKN
## [4129] UNKN_UNKN
## [4130] UNENCRYPTED_IDENTIFIER
## [4131] UNKN_UNKN
## [4132] UNENCRYPTED_IDENTIFIER
## [4133] UNKN_UNKN
## [4134] UNENCRYPTED_IDENTIFIER
## [4135] UNKN_HEALTH
## [4136] UNENCRYPTED_IDENTIFIER
## [4137] UNKN_UNKN
## [4138] UNKN_UNKN
## [4139] UNENCRYPTED_IDENTIFIER
## [4140] UNENCRYPTED_SENSITIVE-LOGIN
## [4141] UNKN_UNKN
## [4142] UNENCRYPTED_SENSITIVE-LOGIN
## [4143] UNENCRYPTED_IDENTIFIER
## [4144] UNENCRYPTED_IDENTIFIER
## [4145] UNENCRYPTED_IDENTIFIER
## [4146] UNENCRYPTED_IDENTIFIER
## [4147] UNKN_UNKN
## [4148] UNENCRYPTED_IDENTIFIER
## [4149] UNKN_UNKN
## [4150] UNKN_UNKN
## [4151] UNKN_UNKN
## [4152] UNENCRYPTED_IDENTIFIER
## [4153] UNKN_UNKN
## [4154] UNENCRYPTED_IDENTIFIER
## [4155] UNKN_UNKN
## [4156] UNENCRYPTED_IDENTIFIER
## [4157] UNENCRYPTED_HEALTH
## [4158] UNENCRYPTED_IDENTIFIER
## [4159] UNKN_UNKN
## [4160] UNKN_UNKN
## [4161] UNENCRYPTED_IDENTIFIER
## [4162] UNKN_UNKN
## [4163] UNENCRYPTED_SENSITIVE-LOGIN
## [4164] UNENCRYPTED_IDENTIFIER
## [4165] UNKN_UNKN
## [4166] UNENCRYPTED_IDENTIFIER
## [4167] UNENCRYPTED_IDENTIFIER
## [4168] UNKN_UNKN
## [4169] UNENCRYPTED_IDENTIFIER
## [4170] UNENCRYPTED_IDENTIFIER
## [4171] UNKN_UNKN
## [4172] UNENCRYPTED_IDENTIFIER
## [4173] UNKN_UNKN
## [4174] UNENCRYPTED_IDENTIFIER
## [4175] UNKN_UNKN
## [4176] UNKN_UNKN
## [4177] UNENCRYPTED_UNKN
## [4178] UNKN_UNKN
## [4179] UNENCRYPTED_IDENTIFIER
## [4180] UNKN_UNKN
## [4181] UNKN_UNKN
## [4182] UNKN_UNKN
## [4183] UNKN_UNKN
## [4184] UNENCRYPTED_IDENTIFIER
## [4185] UNKN_UNKN
## [4186] UNKN_UNKN
## [4187] UNKN_UNKN
## [4188] UNENCRYPTED_IDENTIFIER
## [4189] UNENCRYPTED_IDENTIFIER
## [4190] UNKN_UNKN
## [4191] UNKN_UNKN
## [4192] UNENCRYPTED_HEALTH
## [4193] UNENCRYPTED_IDENTIFIER
## [4194] UNKN_UNKN
## [4195] UNKN_UNKN
## [4196] UNKN_UNKN
## [4197] UNENCRYPTED_IDENTIFIER
## [4198] UNENCRYPTED_IDENTIFIER
## [4199] UNENCRYPTED_SENSITIVE-LOGIN
## [4200] UNKN_UNKN
## [4201] UNENCRYPTED_IDENTIFIER
## [4202] UNKN_UNKN
## [4203] UNENCRYPTED_IDENTIFIER
## [4204] UNENCRYPTED_IDENTIFIER
## [4205] UNENCRYPTED_IDENTIFIER
## [4206] UNENCRYPTED_IDENTIFIER
## [4207] UNKN_UNKN
## [4208] UNKN_UNKN
## [4209] UNENCRYPTED_IDENTIFIER
## [4210] UNENCRYPTED_IDENTIFIER
## [4211] UNENCRYPTED_IDENTIFIER
## [4212] UNENCRYPTED_IDENTIFIER
## [4213] UNKN_UNKN
## [4214] UNENCRYPTED_IDENTIFIER
## [4215] UNKN_UNKN
## [4216] UNKN_UNKN
## [4217] UNENCRYPTED_IDENTIFIER
## [4218] UNENCRYPTED_HEALTH
## [4219] UNENCRYPTED_IDENTIFIER
## [4220] UNKN_UNKN
## [4221] UNENCRYPTED_IDENTIFIER
## [4222] UNKN_UNKN
## [4223] UNENCRYPTED_IDENTIFIER
## [4224] UNKN_UNKN
## [4225] UNENCRYPTED_UNKN
## [4226] UNENCRYPTED_IDENTIFIER
## [4227] UNENCRYPTED_IDENTIFIER
## [4228] UNKN_UNKN
## [4229] UNENCRYPTED_IDENTIFIER
## [4230] UNENCRYPTED_IDENTIFIER
## [4231] UNENCRYPTED_IDENTIFIER
## [4232] UNKN_UNKN
## [4233] UNKN_UNKN
## [4234] UNKN_UNKN
## [4235] UNENCRYPTED_IDENTIFIER
## [4236] UNKN_UNKN
## [4237] UNKN_UNKN
## [4238] UNKN_UNKN
## [4239] UNKN_UNKN
## [4240] UNENCRYPTED_IDENTIFIER
## [4241] UNENCRYPTED_IDENTIFIER
## [4242] UNKN_UNKN
## [4243] ENCRYPTED_IDENTIFIER
## [4244] UNENCRYPTED_IDENTIFIER
## [4245] UNENCRYPTED_SENSITIVE-GOV
## [4246] UNENCRYPTED_IDENTIFIER
## [4247] UNENCRYPTED_IDENTIFIER
## [4248] UNKN_UNKN
## [4249] UNKN_UNKN
## [4250] UNENCRYPTED_IDENTIFIER
## [4251] UNKN_UNKN
## [4252] UNENCRYPTED_IDENTIFIER
## [4253] UNKN_UNKN
## [4254] UNKN_UNKN
## [4255] UNENCRYPTED_IDENTIFIER
## [4256] UNKN_UNKN
## [4257] UNENCRYPTED_IDENTIFIER
## [4258] UNENCRYPTED_IDENTIFIER
## [4259] UNENCRYPTED_IDENTIFIER
## [4260] UNKN_UNKN
## [4261] UNENCRYPTED_IDENTIFIER
## [4262] UNKN_UNKN
## [4263] UNKN_UNKN
## [4264] UNKN_UNKN
## [4265] UNENCRYPTED_IDENTIFIER
## [4266] UNENCRYPTED_IDENTIFIER
## [4267] UNENCRYPTED_HEALTH
## [4268] ENCRYPTED_IDENTIFIER
## [4269] UNKN_UNKN
## [4270] UNENCRYPTED_IDENTIFIER
## [4271] UNKN_UNKN
## [4272] UNKN_UNKN
## [4273] UNKN_UNKN
## [4274] UNENCRYPTED_IDENTIFIER
## [4275] UNKN_UNKN
## [4276] UNENCRYPTED_IDENTIFIER
## [4277] UNKN_UNKN
## [4278] UNKN_UNKN
## [4279] UNKN_UNKN
## [4280] UNKN_UNKN
## [4281] UNENCRYPTED_UNKN
## [4282] UNENCRYPTED_IDENTIFIER
## [4283] UNENCRYPTED_HEALTH
## [4284] UNENCRYPTED_IDENTIFIER
## [4285] UNKN_UNKN
## [4286] UNKN_UNKN
## [4287] UNENCRYPTED_IDENTIFIER
## [4288] UNENCRYPTED_IDENTIFIER
## [4289] UNKN_UNKN
## [4290] UNENCRYPTED_IDENTIFIER
## [4291] UNKN_UNKN
## [4292] UNKN_UNKN
## [4293] UNKN_UNKN
## [4294] UNKN_UNKN
## [4295] UNENCRYPTED_IDENTIFIER
## [4296] UNKN_UNKN
## [4297] UNKN_UNKN
## [4298] UNKN_UNKN
## [4299] UNENCRYPTED_IDENTIFIER
## [4300] UNENCRYPTED_IDENTIFIER
## [4301] UNKN_UNKN
## [4302] UNENCRYPTED_IDENTIFIER
## [4303] UNKN_UNKN
## [4304] UNKN_UNKN
## [4305] UNKN_UNKN
## [4306] UNKN_UNKN
## [4307] UNENCRYPTED_IDENTIFIER
## [4308] UNENCRYPTED_IDENTIFIER
## [4309] UNKN_UNKN
## [4310] UNENCRYPTED_IDENTIFIER
## [4311] UNENCRYPTED_IDENTIFIER
## [4312] UNKN_UNKN
## [4313] UNENCRYPTED_IDENTIFIER
## [4314] UNENCRYPTED_IDENTIFIER
## [4315] UNKN_UNKN
## [4316] UNKN_UNKN
## [4317] UNKN_UNKN
## [4318] UNKN_UNKN
## [4319] UNKN_UNKN
## [4320] UNKN_UNKN
## [4321] UNENCRYPTED_IDENTIFIER
## [4322] UNENCRYPTED_IDENTIFIER
## [4323] UNKN_UNKN
## [4324] UNKN_UNKN
## [4325] UNENCRYPTED_IDENTIFIER
## [4326] UNKN_UNKN
## [4327] UNKN_UNKN
## [4328] UNKN_UNKN
## [4329] UNENCRYPTED_IDENTIFIER
## [4330] UNKN_UNKN
## [4331] UNKN_UNKN
## [4332] UNENCRYPTED_IDENTIFIER
## [4333] UNKN_UNKN
## [4334] UNKN_UNKN
## [4335] UNENCRYPTED_IDENTIFIER
## [4336] UNENCRYPTED_IDENTIFIER
## [4337] UNENCRYPTED_IDENTIFIER
## [4338] UNENCRYPTED_UNKN
## [4339] UNKN_UNKN
## [4340] UNKN_UNKN
## [4341] UNENCRYPTED_HEALTH
## [4342] UNENCRYPTED_IDENTIFIER
## [4343] UNKN_UNKN
## [4344] ENCRYPTED_HEALTH
## [4345] UNKN_UNKN
## [4346] UNENCRYPTED_IDENTIFIER
## [4347] UNKN_UNKN
## [4348] UNENCRYPTED_UNKN
## [4349] UNKN_UNKN
## [4350] ENCRYPTED_IDENTIFIER
## [4351] UNENCRYPTED_IDENTIFIER
## [4352] UNENCRYPTED_IDENTIFIER
## [4353] UNENCRYPTED_IDENTIFIER
## [4354] UNENCRYPTED_IDENTIFIER
## [4355] UNKN_UNKN
## [4356] UNENCRYPTED_IDENTIFIER
## [4357] UNENCRYPTED_IDENTIFIER
## [4358] UNENCRYPTED_IDENTIFIER
## [4359] UNENCRYPTED_IDENTIFIER
## [4360] UNENCRYPTED_IDENTIFIER
## [4361] UNKN_UNKN
## [4362] UNENCRYPTED_IDENTIFIER
## [4363] UNKN_UNKN
## [4364] UNENCRYPTED_IDENTIFIER
## [4365] UNENCRYPTED_IDENTIFIER
## [4366] UNKN_UNKN
## [4367] UNKN_UNKN
## [4368] UNKN_UNKN
## [4369] UNKN_UNKN
## [4370] ENCRYPTED_IDENTIFIER
## [4371] UNKN_UNKN
## [4372] UNENCRYPTED_IDENTIFIER
## [4373] UNKN_UNKN
## [4374] UNENCRYPTED_IDENTIFIER
## [4375] UNKN_UNKN
## [4376] UNENCRYPTED_IDENTIFIER
## [4377] UNENCRYPTED_IDENTIFIER
## [4378] UNENCRYPTED_IDENTIFIER
## [4379] UNENCRYPTED_IDENTIFIER
## [4380] UNENCRYPTED_IDENTIFIER
## [4381] UNENCRYPTED_IDENTIFIER
## [4382] UNKN_UNKN
## [4383] UNKN_UNKN
## [4384] UNKN_UNKN
## [4385] UNENCRYPTED_IDENTIFIER
## [4386] UNENCRYPTED_IDENTIFIER
## [4387] UNENCRYPTED_UNKN
## [4388] UNENCRYPTED_IDENTIFIER
## [4389] UNKN_UNKN
## [4390] UNENCRYPTED_IDENTIFIER
## [4391] UNKN_UNKN
## [4392] UNENCRYPTED_IDENTIFIER
## [4393] UNKN_UNKN
## [4394] UNENCRYPTED_IDENTIFIER
## [4395] UNKN_UNKN
## [4396] UNENCRYPTED_IDENTIFIER
## [4397] UNKN_UNKN
## [4398] UNENCRYPTED_IDENTIFIER
## [4399] UNKN_UNKN
## [4400] UNENCRYPTED_IDENTIFIER
## [4401] UNKN_UNKN
## [4402] UNENCRYPTED_IDENTIFIER
## [4403] UNENCRYPTED_IDENTIFIER
## [4404] UNKN_UNKN
## [4405] UNENCRYPTED_IDENTIFIER
## [4406] UNENCRYPTED_IDENTIFIER
## [4407] UNKN_UNKN
## [4408] UNENCRYPTED_IDENTIFIER
## [4409] UNENCRYPTED_IDENTIFIER
## [4410] UNKN_UNKN
## [4411] UNKN_UNKN
## [4412] UNENCRYPTED_IDENTIFIER
## [4413] UNKN_UNKN
## [4414] UNKN_UNKN
## [4415] UNKN_UNKN
## [4416] UNKN_UNKN
## [4417] UNENCRYPTED_NAME
## [4418] UNENCRYPTED_UNKN
## [4419] UNKN_UNKN
## [4420] UNENCRYPTED_IDENTIFIER
## [4421] UNKN_UNKN
## [4422] UNKN_UNKN
## [4423] UNENCRYPTED_IDENTIFIER
## [4424] UNKN_UNKN
## [4425] UNENCRYPTED_IDENTIFIER
## [4426] UNKN_UNKN
## [4427] UNKN_UNKN
## [4428] UNENCRYPTED_IDENTIFIER
## [4429] UNENCRYPTED_IDENTIFIER
## [4430] UNENCRYPTED_HEALTH
## [4431] UNENCRYPTED_UNKN
## [4432] UNENCRYPTED_UNKN
## [4433] UNENCRYPTED_IDENTIFIER
## [4434] UNKN_UNKN
## [4435] UNKN_UNKN
## [4436] UNKN_UNKN
## [4437] UNENCRYPTED_IDENTIFIER
## [4438] UNKN_UNKN
## [4439] UNENCRYPTED_UNKN
## [4440] UNENCRYPTED_UNKN
## [4441] UNENCRYPTED_HEALTH
## [4442] UNENCRYPTED_IDENTIFIER
## [4443] UNKN_UNKN
## [4444] UNKN_UNKN
## [4445] UNENCRYPTED_SENSITIVE-LOGIN
## [4446] UNENCRYPTED_IDENTIFIER
## [4447] UNKN_UNKN
## [4448] UNKN_UNKN
## [4449] UNENCRYPTED_IDENTIFIER
## [4450] UNKN_UNKN
## [4451] UNENCRYPTED_IDENTIFIER
## [4452] UNENCRYPTED_SENSITIVE-GOV
## [4453] UNENCRYPTED_IDENTIFIER
## [4454] UNENCRYPTED_IDENTIFIER
## [4455] UNKN_UNKN
## [4456] UNENCRYPTED_UNKN
## [4457] UNKN_UNKN
## [4458] UNKN_UNKN
## [4459] UNENCRYPTED_IDENTIFIER
## [4460] UNENCRYPTED_SENSITIVE-LOGIN
## [4461] UNENCRYPTED_HEALTH
## [4462] UNKN_UNKN
## [4463] UNKN_UNKN
## [4464] UNENCRYPTED_IDENTIFIER
## [4465] UNKN_UNKN
## [4466] UNKN_UNKN
## [4467] UNKN_UNKN
## [4468] UNENCRYPTED_IDENTIFIER
## [4469] UNENCRYPTED_IDENTIFIER
## [4470] UNKN_UNKN
## [4471] UNENCRYPTED_IDENTIFIER
## [4472] UNKN_UNKN
## [4473] UNKN_UNKN
## [4474] UNKN_UNKN
## [4475] UNKN_UNKN
## [4476] UNENCRYPTED_IDENTIFIER
## [4477] UNENCRYPTED_HEALTH
## [4478] UNKN_UNKN
## [4479] UNKN_UNKN
## [4480] UNKN_UNKN
## [4481] UNENCRYPTED_IDENTIFIER
## [4482] UNKN_UNKN
## [4483] UNENCRYPTED_IDENTIFIER
## [4484] UNENCRYPTED_IDENTIFIER
## [4485] UNENCRYPTED_IDENTIFIER
## [4486] UNENCRYPTED_IDENTIFIER
## [4487] UNKN_UNKN
## [4488] UNKN_UNKN
## [4489] UNENCRYPTED_IDENTIFIER
## [4490] UNENCRYPTED_IDENTIFIER
## [4491] UNENCRYPTED_IDENTIFIER
## [4492] UNKN_UNKN
## [4493] UNENCRYPTED_IDENTIFIER
## [4494] UNENCRYPTED_IDENTIFIER
## [4495] UNENCRYPTED_IDENTIFIER
## [4496] UNKN_UNKN
## [4497] UNENCRYPTED_IDENTIFIER
## [4498] UNENCRYPTED_IDENTIFIER
## [4499] UNENCRYPTED_IDENTIFIER
## [4500] UNKN_UNKN
## [4501] UNENCRYPTED_IDENTIFIER
## [4502] UNENCRYPTED_IDENTIFIER
## [4503] UNKN_UNKN
## [4504] UNKN_IDENTIFIER
## [4505] UNENCRYPTED_IDENTIFIER
## [4506] UNKN_UNKN
## [4507] UNENCRYPTED_HEALTH
## [4508] UNKN_UNKN
## [4509] UNENCRYPTED_IDENTIFIER
## [4510] UNKN_UNKN
## [4511] UNKN_UNKN
## [4512] UNKN_UNKN
## [4513] UNKN_UNKN
## [4514] UNKN_UNKN
## [4515] UNKN_UNKN
## [4516] UNKN_UNKN
## [4517] UNENCRYPTED_IDENTIFIER
## [4518] UNENCRYPTED_IDENTIFIER
## [4519] UNENCRYPTED_HEALTH
## [4520] UNKN_UNKN
## [4521] UNKN_UNKN
## [4522] UNENCRYPTED_IDENTIFIER
## [4523] UNKN_UNKN
## [4524] UNKN_UNKN
## [4525] UNENCRYPTED_HEALTH
## [4526] UNKN_UNKN
## [4527] UNKN_UNKN
## [4528] UNKN_UNKN
## [4529] UNKN_UNKN
## [4530] UNENCRYPTED_IDENTIFIER
## [4531] UNENCRYPTED_SENSITIVE-LOGIN
## [4532] UNKN_UNKN
## [4533] UNKN_UNKN
## [4534] UNKN_UNKN
## [4535] UNKN_UNKN
## [4536] UNENCRYPTED_IDENTIFIER
## [4537] UNENCRYPTED_IDENTIFIER
## [4538] UNENCRYPTED_IDENTIFIER
## [4539] UNKN_UNKN
## [4540] UNENCRYPTED_IDENTIFIER
## [4541] UNENCRYPTED_IDENTIFIER
## [4542] UNENCRYPTED_IDENTIFIER
## [4543] UNKN_UNKN
## [4544] UNENCRYPTED_IDENTIFIER
## [4545] UNKN_UNKN
## [4546] UNENCRYPTED_IDENTIFIER
## [4547] UNENCRYPTED_IDENTIFIER
## [4548] UNENCRYPTED_IDENTIFIER
## [4549] UNKN_UNKN
## [4550] UNENCRYPTED_HEALTH
## [4551] UNENCRYPTED_IDENTIFIER
## [4552] UNKN_UNKN
## [4553] UNENCRYPTED_IDENTIFIER
## [4554] UNKN_UNKN
## [4555] UNENCRYPTED_IDENTIFIER
## [4556] UNKN_UNKN
## [4557] UNKN_UNKN
## [4558] UNENCRYPTED_IDENTIFIER
## [4559] UNENCRYPTED_IDENTIFIER
## [4560] UNENCRYPTED_IDENTIFIER
## [4561] UNKN_UNKN
## [4562] UNKN_UNKN
## [4563] UNKN_UNKN
## [4564] UNKN_UNKN
## [4565] UNKN_UNKN
## [4566] ENCRYPTED_IDENTIFIER
## [4567] UNENCRYPTED_IDENTIFIER
## [4568] UNENCRYPTED_IDENTIFIER
## [4569] UNKN_UNKN
## [4570] UNENCRYPTED_IDENTIFIER
## [4571] UNENCRYPTED_IDENTIFIER
## [4572] UNENCRYPTED_IDENTIFIER
## [4573] UNENCRYPTED_IDENTIFIER
## [4574] UNKN_UNKN
## [4575] UNKN_UNKN
## [4576] UNENCRYPTED_IDENTIFIER
## [4577] UNKN_UNKN
## [4578] UNENCRYPTED_IDENTIFIER
## [4579] UNKN_UNKN
## [4580] UNENCRYPTED_IDENTIFIER
## [4581] UNKN_UNKN
## [4582] UNKN_UNKN
## [4583] UNKN_UNKN
## [4584] UNKN_UNKN
## [4585] UNKN_UNKN
## [4586] UNENCRYPTED_UNKN
## [4587] UNENCRYPTED_IDENTIFIER
## [4588] UNENCRYPTED_IDENTIFIER
## [4589] UNENCRYPTED_IDENTIFIER
## [4590] UNKN_UNKN
## [4591] UNKN_UNKN
## [4592] UNENCRYPTED_IDENTIFIER
## [4593] UNENCRYPTED_IDENTIFIER
## [4594] UNENCRYPTED_IDENTIFIER
## [4595] UNKN_UNKN
## [4596] UNENCRYPTED_IDENTIFIER
## [4597] UNKN_UNKN
## [4598] UNKN_UNKN
## [4599] UNKN_UNKN
## [4600] UNKN_UNKN
## [4601] UNKN_UNKN
## [4602] UNKN_UNKN
## [4603] UNKN_UNKN
## [4604] UNKN_UNKN
## [4605] UNENCRYPTED_IDENTIFIER
## [4606] UNENCRYPTED_IDENTIFIER
## [4607] UNENCRYPTED_IDENTIFIER
## [4608] UNKN_UNKN
## [4609] UNKN_UNKN
## [4610] UNKN_UNKN
## [4611] UNENCRYPTED_IDENTIFIER
## [4612] UNKN_UNKN
## [4613] UNENCRYPTED_IDENTIFIER
## [4614] UNENCRYPTED_IDENTIFIER
## [4615] UNENCRYPTED_IDENTIFIER
## [4616] UNENCRYPTED_IDENTIFIER
## [4617] UNKN_UNKN
## [4618] UNENCRYPTED_IDENTIFIER
## [4619] UNKN_UNKN
## [4620] UNKN_UNKN
## [4621] UNKN_UNKN
## [4622] UNENCRYPTED_IDENTIFIER
## [4623] UNENCRYPTED_IDENTIFIER
## [4624] UNKN_UNKN
## [4625] UNENCRYPTED_IDENTIFIER
## [4626] UNENCRYPTED_IDENTIFIER
## [4627] UNKN_UNKN
## [4628] UNKN_UNKN
## [4629] UNKN_UNKN
## [4630] UNENCRYPTED_IDENTIFIER
## [4631] UNKN_UNKN
## [4632] UNKN_UNKN
## [4633] UNKN_UNKN
## [4634] UNKN_UNKN
## [4635] UNENCRYPTED_IDENTIFIER
## [4636] UNENCRYPTED_IDENTIFIER
## [4637] UNENCRYPTED_IDENTIFIER
## [4638] UNKN_UNKN
## [4639] UNENCRYPTED_HEALTH
## [4640] UNENCRYPTED_SENSITIVE-LOGIN
## [4641] UNENCRYPTED_IDENTIFIER
## [4642] UNENCRYPTED_IDENTIFIER
## [4643] ENCRYPTED_IDENTIFIER
## [4644] UNKN_UNKN
## [4645] UNENCRYPTED_SENSITIVE-LOGIN
## [4646] UNKN_UNKN
## [4647] UNKN_UNKN
## [4648] UNENCRYPTED_IDENTIFIER
## [4649] UNKN_UNKN
## [4650] UNKN_UNKN
## [4651] UNKN_UNKN
## [4652] UNKN_UNKN
## [4653] UNENCRYPTED_IDENTIFIER
## [4654] UNENCRYPTED_IDENTIFIER
## [4655] UNKN_UNKN
## [4656] UNKN_UNKN
## [4657] UNKN_UNKN
## [4658] UNKN_UNKN
## [4659] UNENCRYPTED_IDENTIFIER
## [4660] UNKN_UNKN
## [4661] UNKN_UNKN
## [4662] UNENCRYPTED_IDENTIFIER
## [4663] UNENCRYPTED_IDENTIFIER
## [4664] UNENCRYPTED_IDENTIFIER
## [4665] UNENCRYPTED_IDENTIFIER
## [4666] UNKN_UNKN
## [4667] UNKN_UNKN
## [4668] UNKN_UNKN
## [4669] UNENCRYPTED_IDENTIFIER
## [4670] UNENCRYPTED_IDENTIFIER
## [4671] UNKN_UNKN
## [4672] UNKN_UNKN
## [4673] UNENCRYPTED_IDENTIFIER
## [4674] UNENCRYPTED_IDENTIFIER
## [4675] UNENCRYPTED_IDENTIFIER
## [4676] UNKN_UNKN
## [4677] UNENCRYPTED_IDENTIFIER
## [4678] UNKN_UNKN
## [4679] UNENCRYPTED_SENSITIVE-GOV
## [4680] UNKN_UNKN
## [4681] UNENCRYPTED_IDENTIFIER
## [4682] UNENCRYPTED_IDENTIFIER
## [4683] UNENCRYPTED_IDENTIFIER
## [4684] UNKN_UNKN
## [4685] UNKN_UNKN
## [4686] UNKN_UNKN
## [4687] UNENCRYPTED_IDENTIFIER
## [4688] UNENCRYPTED_IDENTIFIER
## [4689] UNKN_UNKN
## [4690] UNENCRYPTED_IDENTIFIER
## [4691] UNENCRYPTED_IDENTIFIER
## [4692] UNKN_UNKN
## [4693] UNENCRYPTED_IDENTIFIER
## [4694] UNENCRYPTED_IDENTIFIER
## [4695] UNENCRYPTED_IDENTIFIER
## [4696] UNKN_UNKN
## [4697] UNKN_UNKN
## [4698] UNENCRYPTED_UNKN
## [4699] UNENCRYPTED_IDENTIFIER
## [4700] UNKN_UNKN
## [4701] UNKN_UNKN
## [4702] UNKN_UNKN
## [4703] UNENCRYPTED_IDENTIFIER
## [4704] UNKN_UNKN
## [4705] UNENCRYPTED_IDENTIFIER
## [4706] UNKN_UNKN
## [4707] UNKN_UNKN
## [4708] UNENCRYPTED_IDENTIFIER
## [4709] UNENCRYPTED_IDENTIFIER
## [4710] UNKN_UNKN
## [4711] UNKN_UNKN
## [4712] UNENCRYPTED_IDENTIFIER
## [4713] UNENCRYPTED_IDENTIFIER
## [4714] UNENCRYPTED_IDENTIFIER
## [4715] UNENCRYPTED_IDENTIFIER
## [4716] UNENCRYPTED_IDENTIFIER
## [4717] UNENCRYPTED_IDENTIFIER
## [4718] UNKN_UNKN
## [4719] UNKN_UNKN
## [4720] UNENCRYPTED_IDENTIFIER
## [4721] UNKN_UNKN
## [4722] UNENCRYPTED_IDENTIFIER
## [4723] UNKN_UNKN
## [4724] UNKN_UNKN
## [4725] UNKN_UNKN
## [4726] UNKN_UNKN
## [4727] UNKN_UNKN
## [4728] UNKN_UNKN
## [4729] UNKN_UNKN
## [4730] UNKN_UNKN
## [4731] UNENCRYPTED_IDENTIFIER
## [4732] UNENCRYPTED_IDENTIFIER
## [4733] UNKN_UNKN
## [4734] UNKN_UNKN
## [4735] UNKN_UNKN
## [4736] UNENCRYPTED_IDENTIFIER
## [4737] UNKN_UNKN
## [4738] UNENCRYPTED_SENSITIVE-GOV
## [4739] UNENCRYPTED_IDENTIFIER
## [4740] UNENCRYPTED_IDENTIFIER
## [4741] UNKN_UNKN
## [4742] UNKN_UNKN
## [4743] UNENCRYPTED_IDENTIFIER
## [4744] UNKN_UNKN
## [4745] UNENCRYPTED_IDENTIFIER
## [4746] UNKN_UNKN
## [4747] UNENCRYPTED_IDENTIFIER
## [4748] UNKN_UNKN
## [4749] UNENCRYPTED_IDENTIFIER
## [4750] UNENCRYPTED_IDENTIFIER
## [4751] UNKN_UNKN
## [4752] UNKN_UNKN
## [4753] UNKN_UNKN
## [4754] UNKN_UNKN
## [4755] UNKN_UNKN
## [4756] UNENCRYPTED_IDENTIFIER
## [4757] UNENCRYPTED_IDENTIFIER
## [4758] UNKN_UNKN
## [4759] UNKN_UNKN
## [4760] UNKN_UNKN
## [4761] UNENCRYPTED_IDENTIFIER
## [4762] UNENCRYPTED_IDENTIFIER
## [4763] UNENCRYPTED_IDENTIFIER
## [4764] UNKN_UNKN
## [4765] UNKN_UNKN
## [4766] UNENCRYPTED_IDENTIFIER
## [4767] UNKN_UNKN
## [4768] UNENCRYPTED_IDENTIFIER
## [4769] UNKN_UNKN
## [4770] UNKN_UNKN
## [4771] UNKN_UNKN
## [4772] UNENCRYPTED_IDENTIFIER
## [4773] UNENCRYPTED_IDENTIFIER
## [4774] UNENCRYPTED_IDENTIFIER
## [4775] UNKN_UNKN
## [4776] UNENCRYPTED_IDENTIFIER
## [4777] UNKN_UNKN
## [4778] UNENCRYPTED_IDENTIFIER
## [4779] UNKN_UNKN
## [4780] UNKN_UNKN
## [4781] UNKN_UNKN
## [4782] UNKN_UNKN
## [4783] UNKN_UNKN
## [4784] UNENCRYPTED_IDENTIFIER
## [4785] UNKN_UNKN
## [4786] UNKN_UNKN
## [4787] UNKN_UNKN
## [4788] UNENCRYPTED_IDENTIFIER
## [4789] UNENCRYPTED_HEALTH
## [4790] ENCRYPTED_HEALTH
## [4791] UNENCRYPTED_IDENTIFIER
## [4792] UNKN_UNKN
## [4793] UNENCRYPTED_IDENTIFIER
## [4794] UNENCRYPTED_IDENTIFIER
## [4795] UNKN_UNKN
## [4796] UNENCRYPTED_IDENTIFIER
## [4797] UNENCRYPTED_IDENTIFIER
## [4798] UNENCRYPTED_IDENTIFIER
## [4799] UNKN_UNKN
## [4800] UNENCRYPTED_IDENTIFIER
## [4801] ENCRYPTED_SENSITIVE-LOGIN
## [4802] UNENCRYPTED_IDENTIFIER
## [4803] UNKN_UNKN
## [4804] UNKN_UNKN
## [4805] UNKN_UNKN
## [4806] UNENCRYPTED_IDENTIFIER
## [4807] UNKN_UNKN
## [4808] UNENCRYPTED_IDENTIFIER
## [4809] UNENCRYPTED_IDENTIFIER
## [4810] UNKN_UNKN
## [4811] UNENCRYPTED_IDENTIFIER
## [4812] UNKN_UNKN
## [4813] UNENCRYPTED_IDENTIFIER
## [4814] UNKN_UNKN
## [4815] UNKN_UNKN
## [4816] UNKN_UNKN
## [4817] UNENCRYPTED_IDENTIFIER
## [4818] UNKN_UNKN
## [4819] UNKN_UNKN
## [4820] UNENCRYPTED_IDENTIFIER
## [4821] UNKN_UNKN
## [4822] UNKN_UNKN
## [4823] UNKN_UNKN
## [4824] UNENCRYPTED_IDENTIFIER
## [4825] UNKN_UNKN
## [4826] UNKN_UNKN
## [4827] UNENCRYPTED_IDENTIFIER
## [4828] UNENCRYPTED_HEALTH
## [4829] UNENCRYPTED_IDENTIFIER
## [4830] UNENCRYPTED_IDENTIFIER
## [4831] UNKN_UNKN
## [4832] UNENCRYPTED_IDENTIFIER
## [4833] UNENCRYPTED_IDENTIFIER
## [4834] UNENCRYPTED_IDENTIFIER
## [4835] UNKN_UNKN
## [4836] UNENCRYPTED_IDENTIFIER
## [4837] UNKN_UNKN
## [4838] UNKN_UNKN
## [4839] UNKN_UNKN
## [4840] UNKN_UNKN
## [4841] UNENCRYPTED_IDENTIFIER
## [4842] UNKN_UNKN
## [4843] UNENCRYPTED_IDENTIFIER
## [4844] UNKN_UNKN
## [4845] UNKN_UNKN
## [4846] UNKN_UNKN
## [4847] UNKN_UNKN
## [4848] UNENCRYPTED_IDENTIFIER
## [4849] UNENCRYPTED_IDENTIFIER
## [4850] UNENCRYPTED_IDENTIFIER
## [4851] UNENCRYPTED_IDENTIFIER
## [4852] UNENCRYPTED_IDENTIFIER
## [4853] UNENCRYPTED_IDENTIFIER
## [4854] UNENCRYPTED_IDENTIFIER
## [4855] UNENCRYPTED_UNKN
## [4856] UNENCRYPTED_IDENTIFIER
## [4857] UNENCRYPTED_IDENTIFIER
## [4858] UNENCRYPTED_IDENTIFIER
## [4859] UNKN_UNKN
## [4860] UNKN_UNKN
## [4861] UNKN_UNKN
## [4862] UNKN_UNKN
## [4863] UNENCRYPTED_IDENTIFIER
## [4864] UNENCRYPTED_IDENTIFIER
## [4865] ENCRYPTED_SENSITIVE-GOV
## [4866] UNENCRYPTED_IDENTIFIER
## [4867] UNKN_UNKN
## [4868] UNENCRYPTED_IDENTIFIER
## [4869] UNKN_UNKN
## [4870] UNENCRYPTED_IDENTIFIER
## [4871] UNKN_UNKN
## [4872] UNENCRYPTED_IDENTIFIER
## [4873] ENCRYPTED_IDENTIFIER
## [4874] UNKN_UNKN
## [4875] UNENCRYPTED_IDENTIFIER
## [4876] UNENCRYPTED_IDENTIFIER
## [4877] UNENCRYPTED_IDENTIFIER
## [4878] UNKN_UNKN
## [4879] UNKN_UNKN
## [4880] UNKN_UNKN
## [4881] UNENCRYPTED_IDENTIFIER
## [4882] UNKN_UNKN
## [4883] UNENCRYPTED_IDENTIFIER
## [4884] UNENCRYPTED_IDENTIFIER
## [4885] UNENCRYPTED_HEALTH
## [4886] UNKN_UNKN
## [4887] UNENCRYPTED_IDENTIFIER
## [4888] UNKN_UNKN
## [4889] UNENCRYPTED_IDENTIFIER
## [4890] UNENCRYPTED_IDENTIFIER
## [4891] UNKN_UNKN
## [4892] UNKN_UNKN
## [4893] UNENCRYPTED_IDENTIFIER
## [4894] UNENCRYPTED_IDENTIFIER
## [4895] UNKN_UNKN
## [4896] UNENCRYPTED_IDENTIFIER
## [4897] UNENCRYPTED_IDENTIFIER
## [4898] UNKN_UNKN
## [4899] UNKN_UNKN
## [4900] UNENCRYPTED_IDENTIFIER
## [4901] UNKN_UNKN
## [4902] UNKN_UNKN
## [4903] UNKN_UNKN
## [4904] UNENCRYPTED_IDENTIFIER
## [4905] UNENCRYPTED_IDENTIFIER
## [4906] UNKN_UNKN
## [4907] UNKN_UNKN
## [4908] UNENCRYPTED_IDENTIFIER
## [4909] UNENCRYPTED_IDENTIFIER
## [4910] UNENCRYPTED_IDENTIFIER
## [4911] UNKN_UNKN
## [4912] UNENCRYPTED_IDENTIFIER
## [4913] UNENCRYPTED_IDENTIFIER
## [4914] UNENCRYPTED_IDENTIFIER
## [4915] UNKN_UNKN
## [4916] UNENCRYPTED_IDENTIFIER
## [4917] UNENCRYPTED_SENSITIVE-LOGIN
## [4918] UNKN_UNKN
## [4919] UNKN_UNKN
## [4920] UNENCRYPTED_IDENTIFIER
## [4921] UNKN_UNKN
## [4922] UNENCRYPTED_IDENTIFIER
## [4923] UNKN_UNKN
## [4924] UNKN_UNKN
## [4925] UNKN_UNKN
## [4926] UNKN_UNKN
## [4927] UNENCRYPTED_IDENTIFIER
## [4928] UNKN_UNKN
## [4929] UNENCRYPTED_IDENTIFIER
## [4930] UNKN_UNKN
## [4931] UNKN_UNKN
## [4932] UNKN_UNKN
## [4933] UNENCRYPTED_IDENTIFIER
## [4934] UNENCRYPTED_IDENTIFIER
## [4935] UNENCRYPTED_IDENTIFIER
## [4936] UNENCRYPTED_IDENTIFIER
## [4937] UNENCRYPTED_UNKN
## [4938] UNKN_UNKN
## [4939] UNKN_UNKN
## [4940] UNENCRYPTED_IDENTIFIER
## [4941] UNENCRYPTED_SENSITIVE-LOGIN
## [4942] UNKN_UNKN
## [4943] UNENCRYPTED_IDENTIFIER
## [4944] UNENCRYPTED_IDENTIFIER
## [4945] UNENCRYPTED_IDENTIFIER
## [4946] UNENCRYPTED_IDENTIFIER
## [4947] UNENCRYPTED_IDENTIFIER
## [4948] UNENCRYPTED_IDENTIFIER
## [4949] UNENCRYPTED_IDENTIFIER
## [4950] UNKN_UNKN
## [4951] UNENCRYPTED_IDENTIFIER
## [4952] UNENCRYPTED_IDENTIFIER
## [4953] UNKN_UNKN
## [4954] UNKN_UNKN
## [4955] UNKN_UNKN
## [4956] UNENCRYPTED_IDENTIFIER
## [4957] UNENCRYPTED_HEALTH
## [4958] UNKN_UNKN
## [4959] UNKN_UNKN
## [4960] UNENCRYPTED_IDENTIFIER
## [4961] UNENCRYPTED_IDENTIFIER
## [4962] UNKN_UNKN
## [4963] UNENCRYPTED_IDENTIFIER
## [4964] UNKN_UNKN
## [4965] UNENCRYPTED_IDENTIFIER
## [4966] UNKN_UNKN
## [4967] UNENCRYPTED_IDENTIFIER
## [4968] UNKN_UNKN
## [4969] UNKN_UNKN
## [4970] UNKN_UNKN
## [4971] UNKN_UNKN
## [4972] UNENCRYPTED_IDENTIFIER
## [4973] UNENCRYPTED_IDENTIFIER
## [4974] UNKN_UNKN
## [4975] UNENCRYPTED_IDENTIFIER
## [4976] UNKN_UNKN
## [4977] UNKN_UNKN
## [4978] UNKN_UNKN
## [4979] UNKN_UNKN
## [4980] UNKN_UNKN
## [4981] UNKN_UNKN
## [4982] UNKN_UNKN
## [4983] UNENCRYPTED_IDENTIFIER
## [4984] UNKN_UNKN
## [4985] UNKN_UNKN
## [4986] UNKN_UNKN
## [4987] UNKN_UNKN
## [4988] UNKN_UNKN
## [4989] UNENCRYPTED_SENSITIVE-LOGIN
## [4990] UNKN_UNKN
## [4991] UNENCRYPTED_IDENTIFIER
## [4992] UNKN_UNKN
## [4993] UNKN_UNKN
## [4994] UNKN_UNKN
## [4995] UNKN_UNKN
## [4996] UNENCRYPTED_IDENTIFIER
## [4997] UNKN_UNKN
## [4998] UNENCRYPTED_IDENTIFIER
## [4999] UNKN_UNKN
## [5000] UNENCRYPTED_IDENTIFIER
## [5001] UNENCRYPTED_IDENTIFIER
## [5002] UNKN_UNKN
## [5003] UNKN_UNKN
## [5004] UNKN_UNKN
## [5005] UNENCRYPTED_IDENTIFIER
## [5006] UNKN_UNKN
## [5007] UNENCRYPTED_IDENTIFIER
## [5008] UNKN_UNKN
## [5009] UNENCRYPTED_IDENTIFIER
## [5010] UNENCRYPTED_IDENTIFIER
## [5011] UNKN_UNKN
## [5012] UNENCRYPTED_IDENTIFIER
## [5013] UNENCRYPTED_IDENTIFIER
## [5014] UNENCRYPTED_IDENTIFIER
## [5015] UNKN_UNKN
## [5016] UNKN_UNKN
## [5017] UNENCRYPTED_IDENTIFIER
## [5018] UNKN_UNKN
## [5019] UNKN_UNKN
## [5020] UNENCRYPTED_IDENTIFIER
## [5021] UNKN_UNKN
## [5022] UNENCRYPTED_IDENTIFIER
## [5023] UNKN_UNKN
## [5024] UNENCRYPTED_IDENTIFIER
## [5025] UNENCRYPTED_IDENTIFIER
## [5026] UNKN_UNKN
## [5027] UNKN_UNKN
## [5028] UNKN_UNKN
## [5029] UNKN_UNKN
## [5030] UNKN_UNKN
## [5031] UNKN_UNKN
## [5032] UNENCRYPTED_IDENTIFIER
## [5033] UNENCRYPTED_IDENTIFIER
## [5034] UNKN_UNKN
## [5035] UNENCRYPTED_IDENTIFIER
## [5036] UNENCRYPTED_IDENTIFIER
## [5037] UNENCRYPTED_IDENTIFIER
## [5038] UNENCRYPTED_IDENTIFIER
## [5039] UNENCRYPTED_IDENTIFIER
## [5040] UNENCRYPTED_IDENTIFIER
## [5041] UNKN_UNKN
## [5042] UNKN_UNKN
## [5043] UNKN_UNKN
## [5044] UNKN_UNKN
## [5045] UNENCRYPTED_IDENTIFIER
## [5046] UNENCRYPTED_IDENTIFIER
## [5047] UNENCRYPTED_IDENTIFIER
## [5048] UNENCRYPTED_IDENTIFIER
## [5049] UNENCRYPTED_IDENTIFIER
## [5050] UNKN_UNKN
## [5051] UNKN_UNKN
## [5052] UNKN_UNKN
## [5053] UNKN_UNKN
## [5054] UNKN_UNKN
## [5055] UNENCRYPTED_IDENTIFIER
## [5056] UNKN_UNKN
## [5057] UNKN_UNKN
## [5058] UNENCRYPTED_IDENTIFIER
## [5059] UNKN_UNKN
## [5060] UNKN_UNKN
## [5061] UNKN_UNKN
## [5062] UNKN_UNKN
## [5063] UNKN_UNKN
## [5064] UNKN_UNKN
## [5065] UNENCRYPTED_IDENTIFIER
## [5066] UNENCRYPTED_SENSITIVE-LOGIN
## [5067] UNENCRYPTED_IDENTIFIER
## [5068] UNENCRYPTED_IDENTIFIER
## [5069] UNKN_UNKN
## [5070] UNENCRYPTED_IDENTIFIER
## [5071] ENCRYPTED-WITH-DECRYPTIONKEY_HEALTH
## [5072] UNKN_UNKN
## [5073] UNKN_UNKN
## [5074] UNENCRYPTED_IDENTIFIER
## [5075] UNENCRYPTED_IDENTIFIER
## [5076] UNENCRYPTED_IDENTIFIER
## [5077] UNKN_UNKN
## [5078] UNENCRYPTED_IDENTIFIER
## [5079] UNKN_UNKN
## [5080] UNENCRYPTED_IDENTIFIER
## [5081] UNENCRYPTED_IDENTIFIER
## [5082] UNKN_UNKN
## [5083] UNENCRYPTED_SENSITIVE-GOV
## [5084] UNENCRYPTED_IDENTIFIER
## [5085] UNKN_UNKN
## [5086] UNENCRYPTED_IDENTIFIER
## [5087] UNKN_UNKN
## [5088] UNKN_UNKN
## [5089] UNENCRYPTED_IDENTIFIER
## [5090] UNKN_UNKN
## [5091] UNENCRYPTED_IDENTIFIER
## [5092] UNKN_UNKN
## [5093] UNKN_UNKN
## [5094] UNENCRYPTED_IDENTIFIER
## [5095] UNENCRYPTED_IDENTIFIER
## [5096] UNENCRYPTED_IDENTIFIER
## [5097] UNKN_UNKN
## [5098] UNENCRYPTED_IDENTIFIER
## [5099] UNENCRYPTED_IDENTIFIER
## [5100] UNENCRYPTED_IDENTIFIER
## [5101] UNKN_UNKN
## [5102] UNENCRYPTED_IDENTIFIER
## [5103] UNKN_UNKN
## [5104] UNKN_UNKN
## [5105] UNENCRYPTED_IDENTIFIER
## [5106] UNENCRYPTED_HEALTH
## [5107] UNKN_UNKN
## [5108] UNENCRYPTED_IDENTIFIER
## [5109] UNKN_UNKN
## [5110] UNKN_UNKN
## [5111] UNENCRYPTED_IDENTIFIER
## [5112] UNENCRYPTED_IDENTIFIER
## [5113] UNKN_UNKN
## [5114] UNENCRYPTED_IDENTIFIER
## [5115] UNENCRYPTED_IDENTIFIER
## [5116] UNENCRYPTED_IDENTIFIER
## [5117] UNKN_UNKN
## [5118] UNENCRYPTED_HEALTH
## [5119] UNKN_UNKN
## [5120] UNKN_UNKN
## [5121] UNKN_UNKN
## [5122] UNKN_UNKN
## [5123] UNKN_UNKN
## [5124] UNENCRYPTED_SENSITIVE-LOGIN
## [5125] UNKN_UNKN
## [5126] UNENCRYPTED_IDENTIFIER
## [5127] UNENCRYPTED_IDENTIFIER
## [5128] UNENCRYPTED_IDENTIFIER
## [5129] UNKN_UNKN
## [5130] UNKN_UNKN
## [5131] UNKN_UNKN
## [5132] UNKN_UNKN
## [5133] UNENCRYPTED_IDENTIFIER
## [5134] UNENCRYPTED_IDENTIFIER
## [5135] UNENCRYPTED_IDENTIFIER
## [5136] UNENCRYPTED_IDENTIFIER
## [5137] UNENCRYPTED_IDENTIFIER
## [5138] UNENCRYPTED_IDENTIFIER
## [5139] UNENCRYPTED_IDENTIFIER
## [5140] UNKN_UNKN
## [5141] UNKN_UNKN
## [5142] UNENCRYPTED_HEALTH
## [5143] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [5144] UNKN_UNKN
## [5145] UNKN_UNKN
## [5146] UNKN_UNKN
## [5147] UNENCRYPTED_IDENTIFIER
## [5148] UNKN_UNKN
## [5149] UNENCRYPTED_IDENTIFIER
## [5150] UNENCRYPTED_IDENTIFIER
## [5151] UNENCRYPTED_IDENTIFIER
## [5152] UNKN_UNKN
## [5153] UNENCRYPTED_IDENTIFIER
## [5154] UNENCRYPTED_IDENTIFIER
## [5155] UNENCRYPTED_IDENTIFIER
## [5156] UNENCRYPTED_IDENTIFIER
## [5157] UNKN_UNKN
## [5158] UNKN_UNKN
## [5159] UNKN_UNKN
## [5160] UNENCRYPTED_IDENTIFIER
## [5161] UNENCRYPTED_IDENTIFIER
## [5162] UNKN_UNKN
## [5163] UNENCRYPTED_IDENTIFIER
## [5164] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [5165] UNKN_UNKN
## [5166] UNKN_UNKN
## [5167] UNKN_UNKN
## [5168] UNENCRYPTED_IDENTIFIER
## [5169] UNENCRYPTED_IDENTIFIER
## [5170] UNKN_UNKN
## [5171] UNENCRYPTED_IDENTIFIER
## [5172] UNKN_UNKN
## [5173] UNENCRYPTED_IDENTIFIER
## [5174] UNKN_UNKN
## [5175] UNENCRYPTED_IDENTIFIER
## [5176] UNKN_UNKN
## [5177] UNKN_UNKN
## [5178] UNENCRYPTED_IDENTIFIER
## [5179] UNENCRYPTED_IDENTIFIER
## [5180] UNKN_UNKN
## [5181] UNENCRYPTED_IDENTIFIER
## [5182] UNENCRYPTED_IDENTIFIER
## [5183] UNKN_UNKN
## [5184] UNKN_UNKN
## [5185] UNENCRYPTED_IDENTIFIER
## [5186] UNENCRYPTED_IDENTIFIER
## [5187] UNENCRYPTED_IDENTIFIER
## [5188] UNKN_UNKN
## [5189] UNKN_UNKN
## [5190] UNENCRYPTED_IDENTIFIER
## [5191] UNKN_UNKN
## [5192] UNENCRYPTED_IDENTIFIER
## [5193] UNENCRYPTED_IDENTIFIER
## [5194] UNENCRYPTED_IDENTIFIER
## [5195] UNKN_UNKN
## [5196] UNKN_UNKN
## [5197] UNKN_UNKN
## [5198] UNENCRYPTED_IDENTIFIER
## [5199] UNKN_UNKN
## [5200] UNKN_UNKN
## [5201] UNENCRYPTED_IDENTIFIER
## [5202] UNENCRYPTED_IDENTIFIER
## [5203] UNKN_UNKN
## [5204] UNENCRYPTED_IDENTIFIER
## [5205] UNKN_UNKN
## [5206] UNKN_UNKN
## [5207] ENCRYPTED_IDENTIFIER
## [5208] UNENCRYPTED_IDENTIFIER
## [5209] UNENCRYPTED_IDENTIFIER
## [5210] UNENCRYPTED_IDENTIFIER
## [5211] UNKN_UNKN
## [5212] UNKN_UNKN
## [5213] UNENCRYPTED_IDENTIFIER
## [5214] UNKN_UNKN
## [5215] UNKN_UNKN
## [5216] UNENCRYPTED_IDENTIFIER
## [5217] UNENCRYPTED_IDENTIFIER
## [5218] UNENCRYPTED_IDENTIFIER
## [5219] UNKN_UNKN
## [5220] UNKN_UNKN
## [5221] UNKN_UNKN
## [5222] UNENCRYPTED_IDENTIFIER
## [5223] UNENCRYPTED_IDENTIFIER
## [5224] UNKN_UNKN
## [5225] UNENCRYPTED_IDENTIFIER
## [5226] UNKN_UNKN
## [5227] UNENCRYPTED_IDENTIFIER
## [5228] UNENCRYPTED_IDENTIFIER
## [5229] UNENCRYPTED_IDENTIFIER
## [5230] UNENCRYPTED_IDENTIFIER
## [5231] UNENCRYPTED_UNKN
## [5232] UNKN_UNKN
## [5233] UNENCRYPTED_IDENTIFIER
## [5234] UNKN_UNKN
## [5235] UNENCRYPTED_IDENTIFIER
## [5236] UNENCRYPTED_IDENTIFIER
## [5237] UNENCRYPTED_IDENTIFIER
## [5238] UNENCRYPTED_IDENTIFIER
## [5239] UNENCRYPTED_IDENTIFIER
## [5240] UNKN_UNKN
## [5241] UNKN_UNKN
## [5242] UNENCRYPTED_IDENTIFIER
## [5243] UNKN_UNKN
## [5244] UNKN_UNKN
## [5245] UNKN_UNKN
## [5246] UNENCRYPTED_IDENTIFIER
## [5247] UNKN_UNKN
## [5248] UNKN_UNKN
## [5249] UNKN_UNKN
## [5250] UNENCRYPTED_UNKN
## [5251] UNENCRYPTED_SENSITIVE-LOGIN
## [5252] UNENCRYPTED_IDENTIFIER
## [5253] UNENCRYPTED_IDENTIFIER
## [5254] UNENCRYPTED_IDENTIFIER
## [5255] UNKN_UNKN
## [5256] UNENCRYPTED_HEALTH
## [5257] UNKN_UNKN
## [5258] UNKN_UNKN
## [5259] UNENCRYPTED_IDENTIFIER
## [5260] UNKN_UNKN
## [5261] UNKN_UNKN
## [5262] UNENCRYPTED_IDENTIFIER
## [5263] UNENCRYPTED_IDENTIFIER
## [5264] UNKN_UNKN
## [5265] UNENCRYPTED_IDENTIFIER
## [5266] UNENCRYPTED_IDENTIFIER
## [5267] UNENCRYPTED_IDENTIFIER
## [5268] UNKN_UNKN
## [5269] UNENCRYPTED_IDENTIFIER
## [5270] UNKN_UNKN
## [5271] UNENCRYPTED_IDENTIFIER
## [5272] UNENCRYPTED_IDENTIFIER
## [5273] UNKN_UNKN
## [5274] UNENCRYPTED_IDENTIFIER
## [5275] UNKN_UNKN
## [5276] UNKN_UNKN
## [5277] UNENCRYPTED_IDENTIFIER
## [5278] UNKN_UNKN
## [5279] UNKN_UNKN
## [5280] UNKN_UNKN
## [5281] UNKN_UNKN
## [5282] UNENCRYPTED_IDENTIFIER
## [5283] UNKN_UNKN
## [5284] UNENCRYPTED_IDENTIFIER
## [5285] UNKN_UNKN
## [5286] UNENCRYPTED_IDENTIFIER
## [5287] UNKN_UNKN
## [5288] UNKN_UNKN
## [5289] UNKN_UNKN
## [5290] UNKN_UNKN
## [5291] UNKN_UNKN
## [5292] UNENCRYPTED_IDENTIFIER
## [5293] UNKN_UNKN
## [5294] UNENCRYPTED_IDENTIFIER
## [5295] UNKN_UNKN
## [5296] UNENCRYPTED_UNKN
## [5297] UNENCRYPTED_IDENTIFIER
## [5298] UNKN_UNKN
## [5299] UNENCRYPTED_IDENTIFIER
## [5300] UNKN_HEALTH
## [5301] UNKN_UNKN
## [5302] UNENCRYPTED_SENSITIVE-LOGIN
## [5303] UNENCRYPTED_IDENTIFIER
## [5304] UNENCRYPTED_IDENTIFIER
## [5305] UNENCRYPTED_SENSITIVE-GOV
## [5306] UNKN_UNKN
## [5307] UNKN_UNKN
## [5308] UNKN_UNKN
## [5309] UNKN_UNKN
## [5310] UNENCRYPTED_HEALTH
## [5311] UNENCRYPTED_IDENTIFIER
## [5312] UNENCRYPTED_UNKN
## [5313] UNENCRYPTED_IDENTIFIER
## [5314] UNKN_UNKN
## [5315] UNKN_UNKN
## [5316] UNENCRYPTED_IDENTIFIER
## [5317] UNKN_UNKN
## [5318] UNKN_UNKN
## [5319] UNKN_UNKN
## [5320] UNKN_UNKN
## [5321] UNKN_UNKN
## [5322] UNKN_UNKN
## [5323] UNENCRYPTED_IDENTIFIER
## [5324] UNKN_UNKN
## [5325] UNKN_UNKN
## [5326] UNENCRYPTED_IDENTIFIER
## [5327] UNKN_UNKN
## [5328] UNKN_UNKN
## [5329] UNKN_UNKN
## [5330] UNKN_UNKN
## [5331] UNKN_UNKN
## [5332] UNKN_UNKN
## [5333] UNENCRYPTED_IDENTIFIER
## [5334] UNENCRYPTED_IDENTIFIER
## [5335] UNENCRYPTED_IDENTIFIER
## [5336] UNENCRYPTED_HEALTH
## [5337] UNENCRYPTED_IDENTIFIER
## [5338] UNKN_UNKN
## [5339] UNKN_UNKN
## [5340] UNENCRYPTED_IDENTIFIER
## [5341] UNKN_UNKN
## [5342] UNENCRYPTED_IDENTIFIER
## [5343] UNKN_UNKN
## [5344] UNKN_UNKN
## [5345] UNKN_UNKN
## [5346] UNENCRYPTED_IDENTIFIER
## [5347] UNENCRYPTED_IDENTIFIER
## [5348] UNENCRYPTED_IDENTIFIER
## [5349] UNKN_UNKN
## [5350] UNENCRYPTED_UNKN
## [5351] UNENCRYPTED_HEALTH
## [5352] UNKN_UNKN
## [5353] UNENCRYPTED_IDENTIFIER
## [5354] UNENCRYPTED_IDENTIFIER
## [5355] UNENCRYPTED_IDENTIFIER
## [5356] UNENCRYPTED_IDENTIFIER
## [5357] UNKN_UNKN
## [5358] UNENCRYPTED_IDENTIFIER
## [5359] UNKN_UNKN
## [5360] UNENCRYPTED_IDENTIFIER
## [5361] UNKN_UNKN
## [5362] UNENCRYPTED_IDENTIFIER
## [5363] UNENCRYPTED_IDENTIFIER
## [5364] UNENCRYPTED_IDENTIFIER
## [5365] UNENCRYPTED_IDENTIFIER
## [5366] UNKN_UNKN
## [5367] UNENCRYPTED_IDENTIFIER
## [5368] UNKN_UNKN
## [5369] UNKN_UNKN
## [5370] UNKN_UNKN
## [5371] UNENCRYPTED_IDENTIFIER
## [5372] UNKN_UNKN
## [5373] UNENCRYPTED_IDENTIFIER
## [5374] UNENCRYPTED_IDENTIFIER
## [5375] UNENCRYPTED_IDENTIFIER
## [5376] UNENCRYPTED_IDENTIFIER
## [5377] UNKN_UNKN
## [5378] UNKN_UNKN
## [5379] UNENCRYPTED_IDENTIFIER
## [5380] UNKN_UNKN
## [5381] UNENCRYPTED_IDENTIFIER
## [5382] UNKN_UNKN
## [5383] UNENCRYPTED_IDENTIFIER
## [5384] UNENCRYPTED_IDENTIFIER
## [5385] UNENCRYPTED_IDENTIFIER
## [5386] UNKN_UNKN
## [5387] UNENCRYPTED_IDENTIFIER
## [5388] UNKN_UNKN
## [5389] UNKN_UNKN
## [5390] UNKN_UNKN
## [5391] UNENCRYPTED_IDENTIFIER
## [5392] UNKN_UNKN
## [5393] UNENCRYPTED_UNKN
## [5394] UNENCRYPTED_IDENTIFIER
## [5395] UNENCRYPTED_IDENTIFIER
## [5396] UNENCRYPTED_IDENTIFIER
## [5397] UNKN_UNKN
## [5398] UNENCRYPTED_IDENTIFIER
## [5399] UNENCRYPTED_IDENTIFIER
## [5400] UNENCRYPTED_IDENTIFIER
## [5401] UNKN_UNKN
## [5402] UNENCRYPTED_SENSITIVE-GOV
## [5403] UNENCRYPTED_IDENTIFIER
## [5404] UNKN_UNKN
## [5405] ENCRYPTED_IDENTIFIER
## [5406] UNKN_UNKN
## [5407] UNENCRYPTED_IDENTIFIER
## [5408] UNENCRYPTED_IDENTIFIER
## [5409] UNENCRYPTED_IDENTIFIER
## [5410] UNKN_UNKN
## [5411] UNKN_UNKN
## [5412] UNENCRYPTED_IDENTIFIER
## [5413] UNKN_UNKN
## [5414] UNENCRYPTED_IDENTIFIER
## [5415] UNENCRYPTED_IDENTIFIER
## [5416] UNENCRYPTED_IDENTIFIER
## [5417] UNKN_UNKN
## [5418] UNKN_UNKN
## [5419] UNKN_UNKN
## [5420] UNKN_UNKN
## [5421] UNKN_UNKN
## [5422] UNENCRYPTED_HEALTH
## [5423] UNENCRYPTED_IDENTIFIER
## [5424] UNKN_UNKN
## [5425] UNENCRYPTED_IDENTIFIER
## [5426] UNENCRYPTED_IDENTIFIER
## [5427] UNENCRYPTED_IDENTIFIER
## [5428] UNKN_UNKN
## [5429] UNENCRYPTED_IDENTIFIER
## [5430] UNKN_UNKN
## [5431] UNKN_UNKN
## [5432] UNKN_UNKN
## [5433] UNKN_UNKN
## [5434] UNENCRYPTED_IDENTIFIER
## [5435] UNENCRYPTED_IDENTIFIER
## [5436] UNKN_UNKN
## [5437] UNKN_UNKN
## [5438] UNKN_UNKN
## [5439] UNENCRYPTED_HEALTH
## [5440] UNKN_UNKN
## [5441] UNKN_UNKN
## [5442] UNENCRYPTED_IDENTIFIER
## [5443] UNKN_UNKN
## [5444] UNENCRYPTED_IDENTIFIER
## [5445] UNENCRYPTED_SENSITIVE-LOGIN
## [5446] UNENCRYPTED_IDENTIFIER
## [5447] UNKN_UNKN
## [5448] UNKN_UNKN
## [5449] UNKN_UNKN
## [5450] UNKN_UNKN
## [5451] UNKN_UNKN
## [5452] UNENCRYPTED_IDENTIFIER
## [5453] UNKN_UNKN
## [5454] UNENCRYPTED_IDENTIFIER
## [5455] UNKN_UNKN
## [5456] UNENCRYPTED_IDENTIFIER
## [5457] UNENCRYPTED_IDENTIFIER
## [5458] UNKN_UNKN
## [5459] UNENCRYPTED_IDENTIFIER
## [5460] UNKN_UNKN
## [5461] UNENCRYPTED_HEALTH
## [5462] UNKN_UNKN
## [5463] UNKN_UNKN
## [5464] UNENCRYPTED_IDENTIFIER
## [5465] UNKN_UNKN
## [5466] UNENCRYPTED_HEALTH
## [5467] UNENCRYPTED_UNKN
## [5468] UNENCRYPTED_IDENTIFIER
## [5469] UNKN_UNKN
## [5470] UNKN_UNKN
## [5471] UNKN_UNKN
## [5472] UNENCRYPTED_IDENTIFIER
## [5473] UNKN_UNKN
## [5474] UNENCRYPTED_IDENTIFIER
## [5475] UNKN_UNKN
## [5476] UNKN_UNKN
## [5477] UNKN_UNKN
## [5478] UNKN_UNKN
## [5479] UNKN_UNKN
## [5480] UNENCRYPTED_IDENTIFIER
## [5481] UNENCRYPTED_IDENTIFIER
## [5482] UNENCRYPTED_IDENTIFIER
## [5483] UNKN_UNKN
## [5484] UNENCRYPTED_IDENTIFIER
## [5485] UNENCRYPTED_IDENTIFIER
## [5486] UNKN_UNKN
## [5487] UNKN_UNKN
## [5488] UNENCRYPTED_IDENTIFIER
## [5489] UNKN_UNKN
## [5490] UNENCRYPTED_IDENTIFIER
## [5491] UNKN_UNKN
## [5492] UNKN_UNKN
## [5493] UNKN_UNKN
## [5494] UNENCRYPTED_IDENTIFIER
## [5495] UNENCRYPTED_IDENTIFIER
## [5496] UNKN_UNKN
## [5497] UNENCRYPTED_IDENTIFIER
## [5498] UNENCRYPTED_IDENTIFIER
## [5499] UNKN_UNKN
## [5500] UNKN_UNKN
## [5501] UNKN_UNKN
## [5502] UNENCRYPTED_IDENTIFIER
## [5503] UNKN_UNKN
## [5504] UNENCRYPTED_IDENTIFIER
## [5505] UNKN_UNKN
## [5506] UNENCRYPTED_IDENTIFIER
## [5507] UNKN_UNKN
## [5508] UNKN_UNKN
## [5509] UNKN_UNKN
## [5510] UNENCRYPTED_IDENTIFIER
## [5511] UNENCRYPTED_IDENTIFIER
## [5512] UNKN_UNKN
## [5513] UNENCRYPTED_HEALTH
## [5514] UNENCRYPTED_IDENTIFIER
## [5515] UNKN_UNKN
## [5516] UNKN_UNKN
## [5517] UNENCRYPTED_IDENTIFIER
## [5518] UNENCRYPTED_IDENTIFIER
## [5519] UNKN_UNKN
## [5520] UNKN_UNKN
## [5521] UNENCRYPTED_IDENTIFIER
## [5522] UNENCRYPTED_IDENTIFIER
## [5523] UNENCRYPTED_IDENTIFIER
## [5524] UNKN_UNKN
## [5525] UNENCRYPTED_IDENTIFIER
## [5526] UNENCRYPTED_IDENTIFIER
## [5527] UNKN_UNKN
## [5528] UNENCRYPTED_IDENTIFIER
## [5529] UNENCRYPTED_IDENTIFIER
## [5530] UNENCRYPTED_IDENTIFIER
## [5531] UNENCRYPTED_IDENTIFIER
## [5532] UNKN_UNKN
## [5533] UNENCRYPTED_IDENTIFIER
## [5534] UNKN_UNKN
## [5535] UNENCRYPTED_IDENTIFIER
## [5536] UNENCRYPTED_IDENTIFIER
## [5537] UNENCRYPTED_IDENTIFIER
## [5538] UNENCRYPTED_IDENTIFIER
## [5539] UNKN_UNKN
## [5540] ENCRYPTED_IDENTIFIER
## [5541] UNENCRYPTED_IDENTIFIER
## [5542] UNENCRYPTED_IDENTIFIER
## [5543] UNKN_UNKN
## [5544] UNKN_UNKN
## [5545] UNKN_UNKN
## [5546] UNKN_UNKN
## [5547] UNENCRYPTED_IDENTIFIER
## [5548] UNENCRYPTED_IDENTIFIER
## [5549] UNENCRYPTED_IDENTIFIER
## [5550] UNENCRYPTED_IDENTIFIER
## [5551] UNKN_UNKN
## [5552] UNENCRYPTED_IDENTIFIER
## [5553] UNENCRYPTED_IDENTIFIER
## [5554] UNENCRYPTED_IDENTIFIER
## [5555] UNKN_UNKN
## [5556] UNKN_UNKN
## [5557] UNKN_UNKN
## [5558] UNKN_UNKN
## [5559] UNKN_UNKN
## [5560] UNKN_UNKN
## [5561] UNENCRYPTED_IDENTIFIER
## [5562] UNKN_UNKN
## [5563] UNKN_UNKN
## [5564] UNENCRYPTED_IDENTIFIER
## [5565] UNENCRYPTED_IDENTIFIER
## [5566] UNENCRYPTED_IDENTIFIER
## [5567] UNKN_UNKN
## [5568] UNKN_UNKN
## [5569] UNKN_UNKN
## [5570] UNENCRYPTED_IDENTIFIER
## [5571] UNKN_UNKN
## [5572] UNENCRYPTED_IDENTIFIER
## [5573] UNENCRYPTED_IDENTIFIER
## [5574] UNENCRYPTED_IDENTIFIER
## [5575] UNKN_UNKN
## [5576] UNKN_UNKN
## [5577] UNENCRYPTED_IDENTIFIER
## [5578] UNENCRYPTED_IDENTIFIER
## [5579] UNKN_UNKN
## [5580] UNKN_UNKN
## [5581] UNKN_UNKN
## [5582] UNKN_UNKN
## [5583] UNENCRYPTED_IDENTIFIER
## [5584] UNENCRYPTED_IDENTIFIER
## [5585] UNENCRYPTED_IDENTIFIER
## [5586] UNKN_UNKN
## [5587] UNKN_UNKN
## [5588] UNENCRYPTED_HEALTH
## [5589] UNKN_UNKN
## [5590] UNKN_UNKN
## [5591] UNENCRYPTED_SENSITIVE-LOGIN
## [5592] UNKN_UNKN
## [5593] UNENCRYPTED_IDENTIFIER
## [5594] UNENCRYPTED_IDENTIFIER
## [5595] UNENCRYPTED_IDENTIFIER
## [5596] UNKN_UNKN
## [5597] UNENCRYPTED_IDENTIFIER
## [5598] UNKN_UNKN
## [5599] UNENCRYPTED_IDENTIFIER
## [5600] UNKN_UNKN
## [5601] UNENCRYPTED_IDENTIFIER
## [5602] UNKN_UNKN
## [5603] UNKN_UNKN
## [5604] UNENCRYPTED_IDENTIFIER
## [5605] UNKN_UNKN
## [5606] UNKN_UNKN
## [5607] UNENCRYPTED_IDENTIFIER
## [5608] UNKN_UNKN
## [5609] UNENCRYPTED_IDENTIFIER
## [5610] UNKN_UNKN
## [5611] UNKN_UNKN
## [5612] UNKN_UNKN
## [5613] UNENCRYPTED_IDENTIFIER
## [5614] UNKN_UNKN
## [5615] UNKN_UNKN
## [5616] UNKN_UNKN
## [5617] UNKN_UNKN
## [5618] UNENCRYPTED_IDENTIFIER
## [5619] UNENCRYPTED_HEALTH
## [5620] UNENCRYPTED_IDENTIFIER
## [5621] UNENCRYPTED_IDENTIFIER
## [5622] UNENCRYPTED_IDENTIFIER
## [5623] UNENCRYPTED_IDENTIFIER
## [5624] UNENCRYPTED_IDENTIFIER
## [5625] UNKN_UNKN
## [5626] UNENCRYPTED_IDENTIFIER
## [5627] UNKN_UNKN
## [5628] UNENCRYPTED_IDENTIFIER
## [5629] UNKN_UNKN
## [5630] UNENCRYPTED_IDENTIFIER
## [5631] UNENCRYPTED_IDENTIFIER
## [5632] UNKN_UNKN
## [5633] UNKN_UNKN
## [5634] UNKN_UNKN
## [5635] UNENCRYPTED_IDENTIFIER
## [5636] UNKN_UNKN
## [5637] UNENCRYPTED_IDENTIFIER
## [5638] UNKN_UNKN
## [5639] UNKN_UNKN
## [5640] UNKN_UNKN
## [5641] UNENCRYPTED_IDENTIFIER
## [5642] UNKN_UNKN
## [5643] UNKN_UNKN
## [5644] UNKN_UNKN
## [5645] UNKN_UNKN
## [5646] UNKN_UNKN
## [5647] UNKN_UNKN
## [5648] UNENCRYPTED_IDENTIFIER
## [5649] UNENCRYPTED_IDENTIFIER
## [5650] UNKN_UNKN
## [5651] UNKN_UNKN
## [5652] UNENCRYPTED_IDENTIFIER
## [5653] UNENCRYPTED_IDENTIFIER
## [5654] UNENCRYPTED_IDENTIFIER
## [5655] UNENCRYPTED_IDENTIFIER
## [5656] UNKN_UNKN
## [5657] UNKN_UNKN
## [5658] UNENCRYPTED_IDENTIFIER
## [5659] UNKN_UNKN
## [5660] UNKN_UNKN
## [5661] UNENCRYPTED_IDENTIFIER
## [5662] UNKN_UNKN
## [5663] UNENCRYPTED_IDENTIFIER
## [5664] UNKN_UNKN
## [5665] UNENCRYPTED_UNKN
## [5666] UNKN_UNKN
## [5667] UNENCRYPTED_IDENTIFIER
## [5668] UNKN_UNKN
## [5669] UNKN_UNKN
## [5670] UNENCRYPTED_HEALTH
## [5671] UNKN_UNKN
## [5672] UNENCRYPTED_IDENTIFIER
## [5673] UNENCRYPTED_COMMERCIAL
## [5674] UNKN_UNKN
## [5675] UNKN_UNKN
## [5676] UNENCRYPTED_IDENTIFIER
## [5677] UNENCRYPTED_IDENTIFIER
## [5678] UNENCRYPTED_IDENTIFIER
## [5679] UNENCRYPTED_IDENTIFIER
## [5680] UNKN_UNKN
## [5681] UNKN_UNKN
## [5682] UNKN_UNKN
## [5683] UNENCRYPTED_IDENTIFIER
## [5684] UNENCRYPTED_IDENTIFIER
## [5685] UNENCRYPTED_IDENTIFIER
## [5686] UNENCRYPTED_IDENTIFIER
## [5687] UNENCRYPTED_IDENTIFIER
## [5688] UNKN_UNKN
## [5689] UNKN_UNKN
## [5690] UNENCRYPTED_IDENTIFIER
## [5691] UNKN_UNKN
## [5692] UNENCRYPTED_IDENTIFIER
## [5693] UNKN_UNKN
## [5694] UNKN_UNKN
## [5695] UNKN_UNKN
## [5696] UNKN_UNKN
## [5697] UNENCRYPTED_IDENTIFIER
## [5698] UNKN_UNKN
## [5699] UNKN_UNKN
## [5700] UNKN_UNKN
## [5701] UNKN_UNKN
## [5702] UNENCRYPTED_IDENTIFIER
## [5703] UNKN_UNKN
## [5704] UNKN_UNKN
## [5705] UNKN_UNKN
## [5706] UNKN_UNKN
## [5707] UNENCRYPTED_UNKN
## [5708] UNKN_UNKN
## [5709] UNKN_UNKN
## [5710] UNKN_UNKN
## [5711] UNENCRYPTED_IDENTIFIER
## [5712] UNENCRYPTED_UNKN
## [5713] UNKN_UNKN
## [5714] UNENCRYPTED_IDENTIFIER
## [5715] UNKN_UNKN
## [5716] UNKN_UNKN
## [5717] UNENCRYPTED_IDENTIFIER
## [5718] UNKN_UNKN
## [5719] ENCRYPTED-WITH-DECRYPTIONKEY_HEALTH
## [5720] UNKN_UNKN
## [5721] UNKN_UNKN
## [5722] UNENCRYPTED_IDENTIFIER
## [5723] UNENCRYPTED_IDENTIFIER
## [5724] UNKN_UNKN
## [5725] UNKN_UNKN
## [5726] UNKN_UNKN
## [5727] UNKN_UNKN
## [5728] UNENCRYPTED_IDENTIFIER
## [5729] UNENCRYPTED_IDENTIFIER
## [5730] UNENCRYPTED_IDENTIFIER
## [5731] UNENCRYPTED_IDENTIFIER
## [5732] UNKN_UNKN
## [5733] UNKN_UNKN
## [5734] UNKN_UNKN
## [5735] UNENCRYPTED_IDENTIFIER
## [5736] UNENCRYPTED_IDENTIFIER
## [5737] UNENCRYPTED_UNKN
## [5738] UNENCRYPTED_IDENTIFIER
## [5739] UNKN_UNKN
## [5740] UNKN_UNKN
## [5741] UNENCRYPTED_SENSITIVE-LOGIN
## [5742] UNKN_UNKN
## [5743] UNKN_UNKN
## [5744] UNKN_UNKN
## [5745] UNKN_UNKN
## [5746] UNENCRYPTED_IDENTIFIER
## [5747] UNENCRYPTED_IDENTIFIER
## [5748] UNENCRYPTED_IDENTIFIER
## [5749] UNKN_UNKN
## [5750] UNENCRYPTED_IDENTIFIER
## [5751] UNENCRYPTED_IDENTIFIER
## [5752] UNENCRYPTED_IDENTIFIER
## [5753] UNKN_UNKN
## [5754] UNENCRYPTED_IDENTIFIER
## [5755] UNENCRYPTED_IDENTIFIER
## [5756] UNKN_UNKN
## [5757] UNENCRYPTED_IDENTIFIER
## [5758] UNENCRYPTED_UNKN
## [5759] UNKN_UNKN
## [5760] UNKN_UNKN
## [5761] UNENCRYPTED_IDENTIFIER
## [5762] UNKN_UNKN
## [5763] UNKN_UNKN
## [5764] UNKN_UNKN
## [5765] UNKN_UNKN
## [5766] UNKN_UNKN
## [5767] UNKN_UNKN
## [5768] UNKN_UNKN
## [5769] UNENCRYPTED_IDENTIFIER
## [5770] UNENCRYPTED_IDENTIFIER
## [5771] UNENCRYPTED_HEALTH
## [5772] UNKN_UNKN
## [5773] UNENCRYPTED_IDENTIFIER
## [5774] UNKN_UNKN
## [5775] UNENCRYPTED_HEALTH
## [5776] UNENCRYPTED_IDENTIFIER
## [5777] UNKN_UNKN
## [5778] UNENCRYPTED_IDENTIFIER
## [5779] UNKN_UNKN
## [5780] UNENCRYPTED_IDENTIFIER
## [5781] UNKN_UNKN
## [5782] UNENCRYPTED_IDENTIFIER
## [5783] UNKN_UNKN
## [5784] UNENCRYPTED_IDENTIFIER
## [5785] UNKN_UNKN
## [5786] UNENCRYPTED_IDENTIFIER
## [5787] UNKN_UNKN
## [5788] UNENCRYPTED_UNKN
## [5789] UNENCRYPTED_SENSITIVE-GOV
## [5790] UNKN_UNKN
## [5791] UNENCRYPTED_IDENTIFIER
## [5792] UNENCRYPTED_IDENTIFIER
## [5793] UNKN_UNKN
## [5794] ENCRYPTED_IDENTIFIER
## [5795] UNKN_UNKN
## [5796] UNENCRYPTED_IDENTIFIER
## [5797] UNENCRYPTED_IDENTIFIER
## [5798] UNENCRYPTED_IDENTIFIER
## [5799] UNKN_UNKN
## [5800] UNENCRYPTED_IDENTIFIER
## [5801] UNKN_UNKN
## [5802] UNENCRYPTED_UNKN
## [5803] UNENCRYPTED_SENSITIVE-LOGIN
## [5804] UNKN_UNKN
## [5805] UNKN_UNKN
## [5806] UNENCRYPTED_IDENTIFIER
## [5807] UNENCRYPTED_IDENTIFIER
## [5808] UNKN_UNKN
## [5809] UNENCRYPTED_HEALTH
## [5810] UNENCRYPTED_IDENTIFIER
## [5811] UNKN_UNKN
## [5812] UNENCRYPTED_IDENTIFIER
## [5813] UNKN_UNKN
## [5814] UNENCRYPTED_IDENTIFIER
## [5815] UNKN_UNKN
## [5816] UNKN_UNKN
## [5817] UNKN_UNKN
## [5818] UNKN_UNKN
## [5819] UNENCRYPTED_IDENTIFIER
## [5820] UNKN_UNKN
## [5821] UNENCRYPTED_IDENTIFIER
## [5822] UNKN_UNKN
## [5823] UNENCRYPTED_IDENTIFIER
## [5824] UNENCRYPTED_HEALTH
## [5825] UNENCRYPTED_IDENTIFIER
## [5826] UNKN_UNKN
## [5827] UNKN_UNKN
## [5828] UNKN_UNKN
## [5829] UNKN_UNKN
## [5830] UNENCRYPTED_IDENTIFIER
## [5831] UNKN_UNKN
## [5832] UNKN_UNKN
## [5833] UNKN_UNKN
## [5834] UNKN_UNKN
## [5835] UNENCRYPTED_IDENTIFIER
## [5836] UNENCRYPTED_HEALTH
## [5837] UNENCRYPTED_IDENTIFIER
## [5838] UNENCRYPTED_HEALTH
## [5839] UNKN_UNKN
## [5840] UNKN_UNKN
## [5841] UNENCRYPTED_IDENTIFIER
## [5842] UNKN_UNKN
## [5843] UNKN_UNKN
## [5844] UNKN_UNKN
## [5845] UNKN_UNKN
## [5846] UNENCRYPTED_IDENTIFIER
## [5847] UNKN_UNKN
## [5848] UNKN_UNKN
## [5849] UNKN_UNKN
## [5850] UNENCRYPTED_IDENTIFIER
## [5851] UNENCRYPTED_IDENTIFIER
## [5852] UNENCRYPTED_IDENTIFIER
## [5853] UNENCRYPTED_IDENTIFIER
## [5854] UNENCRYPTED_IDENTIFIER
## [5855] UNKN_UNKN
## [5856] UNENCRYPTED_IDENTIFIER
## [5857] UNKN_UNKN
## [5858] UNKN_UNKN
## [5859] UNKN_UNKN
## [5860] UNKN_UNKN
## [5861] UNKN_UNKN
## [5862] UNKN_UNKN
## [5863] UNENCRYPTED_IDENTIFIER
## [5864] UNENCRYPTED_IDENTIFIER
## [5865] UNKN_UNKN
## [5866] UNENCRYPTED_IDENTIFIER
## [5867] UNKN_UNKN
## [5868] UNKN_UNKN
## [5869] UNKN_UNKN
## [5870] UNKN_UNKN
## [5871] UNKN_UNKN
## [5872] UNKN_UNKN
## [5873] UNKN_UNKN
## [5874] UNKN_UNKN
## [5875] UNENCRYPTED_IDENTIFIER
## [5876] UNKN_UNKN
## [5877] UNENCRYPTED_IDENTIFIER
## [5878] UNENCRYPTED_IDENTIFIER
## [5879] UNKN_UNKN
## [5880] UNKN_UNKN
## [5881] UNKN_UNKN
## [5882] UNENCRYPTED_SENSITIVE-LOGIN
## [5883] UNENCRYPTED_IDENTIFIER
## [5884] UNKN_UNKN
## [5885] UNKN_UNKN
## [5886] UNENCRYPTED_IDENTIFIER
## [5887] UNENCRYPTED_IDENTIFIER
## [5888] UNENCRYPTED_IDENTIFIER
## [5889] UNKN_UNKN
## [5890] UNENCRYPTED_IDENTIFIER
## [5891] UNKN_UNKN
## [5892] UNKN_UNKN
## [5893] UNENCRYPTED_SENSITIVE-LOGIN
## [5894] UNENCRYPTED_IDENTIFIER
## [5895] UNKN_UNKN
## [5896] UNENCRYPTED_IDENTIFIER
## [5897] ENCRYPTED_IDENTIFIER
## [5898] UNKN_UNKN
## [5899] UNKN_UNKN
## [5900] UNKN_UNKN
## [5901] UNENCRYPTED_IDENTIFIER
## [5902] UNENCRYPTED_IDENTIFIER
## [5903] UNENCRYPTED_IDENTIFIER
## [5904] UNENCRYPTED_IDENTIFIER
## [5905] UNKN_UNKN
## [5906] UNENCRYPTED_IDENTIFIER
## [5907] UNENCRYPTED_IDENTIFIER
## [5908] UNENCRYPTED_IDENTIFIER
## [5909] UNENCRYPTED_IDENTIFIER
## [5910] UNENCRYPTED_IDENTIFIER
## [5911] UNENCRYPTED_IDENTIFIER
## [5912] UNENCRYPTED_HEALTH
## [5913] UNENCRYPTED_IDENTIFIER
## [5914] UNENCRYPTED_IDENTIFIER
## [5915] UNENCRYPTED_IDENTIFIER
## [5916] UNENCRYPTED_IDENTIFIER
## [5917] UNKN_UNKN
## [5918] UNKN_UNKN
## [5919] UNENCRYPTED_IDENTIFIER
## [5920] UNENCRYPTED_SENSITIVE-GOV
## [5921] UNENCRYPTED_IDENTIFIER
## [5922] UNENCRYPTED_SENSITIVE-LOGIN
## [5923] UNKN_UNKN
## [5924] UNKN_UNKN
## [5925] UNKN_UNKN
## [5926] UNKN_UNKN
## [5927] UNKN_UNKN
## [5928] UNKN_UNKN
## [5929] UNKN_UNKN
## [5930] UNKN_UNKN
## [5931] UNKN_UNKN
## [5932] UNKN_UNKN
## [5933] UNKN_UNKN
## [5934] UNKN_UNKN
## [5935] UNKN_UNKN
## [5936] UNKN_UNKN
## [5937] UNENCRYPTED_IDENTIFIER
## [5938] UNENCRYPTED_IDENTIFIER
## [5939] UNENCRYPTED_IDENTIFIER
## [5940] UNENCRYPTED_IDENTIFIER
## [5941] UNKN_UNKN
## [5942] UNKN_UNKN
## [5943] UNKN_UNKN
## [5944] UNKN_UNKN
## [5945] UNENCRYPTED_IDENTIFIER
## [5946] UNKN_UNKN
## [5947] UNENCRYPTED_IDENTIFIER
## [5948] UNKN_UNKN
## [5949] UNENCRYPTED_IDENTIFIER
## [5950] UNKN_UNKN
## [5951] UNKN_UNKN
## [5952] UNKN_UNKN
## [5953] UNKN_UNKN
## [5954] UNKN_UNKN
## [5955] UNENCRYPTED_IDENTIFIER
## [5956] UNENCRYPTED_IDENTIFIER
## [5957] UNKN_UNKN
## [5958] UNENCRYPTED_IDENTIFIER
## [5959] UNKN_UNKN
## [5960] UNENCRYPTED_IDENTIFIER
## [5961] UNKN_UNKN
## [5962] UNKN_UNKN
## [5963] UNENCRYPTED_IDENTIFIER
## [5964] UNKN_UNKN
## [5965] UNKN_UNKN
## [5966] UNENCRYPTED_UNKN
## [5967] UNENCRYPTED_IDENTIFIER
## [5968] UNKN_UNKN
## [5969] UNKN_UNKN
## [5970] UNENCRYPTED_IDENTIFIER
## [5971] UNENCRYPTED_IDENTIFIER
## [5972] UNENCRYPTED_IDENTIFIER
## [5973] UNKN_UNKN
## [5974] UNKN_UNKN
## [5975] UNENCRYPTED_IDENTIFIER
## [5976] UNENCRYPTED_IDENTIFIER
## [5977] UNKN_UNKN
## [5978] UNENCRYPTED_IDENTIFIER
## [5979] UNKN_UNKN
## [5980] UNKN_UNKN
## [5981] UNKN_UNKN
## [5982] UNKN_UNKN
## [5983] UNENCRYPTED_IDENTIFIER
## [5984] UNENCRYPTED_IDENTIFIER
## [5985] UNENCRYPTED_IDENTIFIER
## [5986] UNKN_UNKN
## [5987] UNKN_UNKN
## [5988] UNENCRYPTED_SENSITIVE-LOGIN
## [5989] UNKN_UNKN
## [5990] UNENCRYPTED_IDENTIFIER
## [5991] UNKN_UNKN
## [5992] UNKN_UNKN
## [5993] UNENCRYPTED_IDENTIFIER
## [5994] UNKN_UNKN
## [5995] UNKN_UNKN
## [5996] UNKN_UNKN
## [5997] UNENCRYPTED_IDENTIFIER
## [5998] UNENCRYPTED_IDENTIFIER
## [5999] UNKN_UNKN
## [6000] UNKN_UNKN
## [6001] UNENCRYPTED_IDENTIFIER
## [6002] UNENCRYPTED_IDENTIFIER
## [6003] UNKN_UNKN
## [6004] UNKN_UNKN
## [6005] UNENCRYPTED_IDENTIFIER
## [6006] UNENCRYPTED_IDENTIFIER
## [6007] UNENCRYPTED_IDENTIFIER
## [6008] UNKN_UNKN
## [6009] UNENCRYPTED_IDENTIFIER
## [6010] UNENCRYPTED_IDENTIFIER
## [6011] UNENCRYPTED_UNKN
## [6012] UNENCRYPTED_IDENTIFIER
## [6013] UNKN_UNKN
## [6014] UNENCRYPTED_IDENTIFIER
## [6015] UNENCRYPTED_IDENTIFIER
## [6016] UNENCRYPTED_IDENTIFIER
## [6017] UNKN_UNKN
## [6018] UNKN_UNKN
## [6019] UNKN_UNKN
## [6020] UNKN_UNKN
## [6021] UNKN_UNKN
## [6022] UNENCRYPTED_IDENTIFIER
## [6023] UNENCRYPTED_IDENTIFIER
## [6024] UNKN_UNKN
## [6025] UNKN_UNKN
## [6026] UNKN_UNKN
## [6027] UNENCRYPTED_IDENTIFIER
## [6028] UNKN_UNKN
## [6029] UNENCRYPTED_IDENTIFIER
## [6030] UNKN_UNKN
## [6031] UNENCRYPTED_IDENTIFIER
## [6032] UNKN_UNKN
## [6033] UNENCRYPTED_IDENTIFIER
## [6034] UNENCRYPTED_IDENTIFIER
## [6035] UNENCRYPTED_IDENTIFIER
## [6036] UNENCRYPTED_IDENTIFIER
## [6037] UNKN_UNKN
## [6038] UNKN_UNKN
## [6039] UNENCRYPTED_IDENTIFIER
## [6040] UNKN_UNKN
## [6041] UNENCRYPTED_IDENTIFIER
## [6042] UNENCRYPTED_IDENTIFIER
## [6043] UNENCRYPTED_IDENTIFIER
## [6044] UNENCRYPTED_HEALTH
## [6045] UNENCRYPTED_IDENTIFIER
## [6046] UNKN_UNKN
## [6047] UNKN_UNKN
## [6048] UNENCRYPTED_IDENTIFIER
## [6049] UNKN_UNKN
## [6050] UNENCRYPTED_IDENTIFIER
## [6051] UNENCRYPTED_UNKN
## [6052] UNKN_UNKN
## [6053] UNENCRYPTED_IDENTIFIER
## [6054] UNKN_UNKN
## [6055] UNKN_UNKN
## [6056] UNENCRYPTED_IDENTIFIER
## [6057] UNKN_UNKN
## [6058] UNENCRYPTED_IDENTIFIER
## [6059] UNENCRYPTED_IDENTIFIER
## [6060] UNENCRYPTED_IDENTIFIER
## [6061] UNKN_UNKN
## [6062] UNENCRYPTED_IDENTIFIER
## [6063] UNENCRYPTED_IDENTIFIER
## [6064] UNKN_UNKN
## [6065] UNENCRYPTED_IDENTIFIER
## [6066] UNKN_UNKN
## [6067] UNKN_UNKN
## [6068] UNKN_UNKN
## [6069] UNKN_UNKN
## [6070] UNENCRYPTED_IDENTIFIER
## [6071] UNENCRYPTED_IDENTIFIER
## [6072] UNKN_UNKN
## [6073] UNENCRYPTED_IDENTIFIER
## [6074] UNENCRYPTED_IDENTIFIER
## [6075] UNKN_UNKN
## [6076] UNENCRYPTED_IDENTIFIER
## [6077] UNKN_UNKN
## [6078] UNKN_UNKN
## [6079] UNKN_UNKN
## [6080] UNENCRYPTED_IDENTIFIER
## [6081] UNKN_UNKN
## [6082] UNKN_UNKN
## [6083] UNENCRYPTED_IDENTIFIER
## [6084] UNKN_UNKN
## [6085] UNENCRYPTED_IDENTIFIER
## [6086] UNENCRYPTED_IDENTIFIER
## [6087] UNKN_UNKN
## [6088] UNENCRYPTED_IDENTIFIER
## [6089] UNENCRYPTED_IDENTIFIER
## [6090] UNKN_UNKN
## [6091] UNKN_UNKN
## [6092] UNENCRYPTED_IDENTIFIER
## [6093] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [6094] UNENCRYPTED_IDENTIFIER
## [6095] UNENCRYPTED_IDENTIFIER
## [6096] UNKN_UNKN
## [6097] UNKN_UNKN
## [6098] UNKN_UNKN
## [6099] UNKN_UNKN
## [6100] UNKN_UNKN
## [6101] UNENCRYPTED_IDENTIFIER
## [6102] UNENCRYPTED_IDENTIFIER
## [6103] UNKN_UNKN
## [6104] UNENCRYPTED_UNKN
## [6105] UNENCRYPTED_IDENTIFIER
## [6106] UNKN_UNKN
## [6107] UNENCRYPTED_IDENTIFIER
## [6108] UNENCRYPTED_SENSITIVE-LOGIN
## [6109] UNKN_UNKN
## [6110] UNKN_UNKN
## [6111] UNKN_UNKN
## [6112] UNKN_UNKN
## [6113] UNENCRYPTED_IDENTIFIER
## [6114] UNKN_UNKN
## [6115] UNENCRYPTED_IDENTIFIER
## [6116] UNENCRYPTED_IDENTIFIER
## [6117] UNKN_UNKN
## [6118] UNENCRYPTED_IDENTIFIER
## [6119] UNENCRYPTED_IDENTIFIER
## [6120] UNENCRYPTED_IDENTIFIER
## [6121] UNENCRYPTED_EMPLOYMENT
## [6122] UNKN_UNKN
## [6123] UNKN_UNKN
## [6124] UNKN_UNKN
## [6125] UNENCRYPTED_IDENTIFIER
## [6126] UNENCRYPTED_IDENTIFIER
## [6127] UNENCRYPTED_IDENTIFIER
## [6128] UNENCRYPTED_IDENTIFIER
## [6129] UNENCRYPTED_IDENTIFIER
## [6130] UNKN_UNKN
## [6131] UNENCRYPTED_IDENTIFIER
## [6132] UNKN_UNKN
## [6133] UNENCRYPTED_IDENTIFIER
## [6134] UNKN_UNKN
## [6135] UNENCRYPTED_IDENTIFIER
## [6136] UNKN_UNKN
## [6137] UNENCRYPTED_IDENTIFIER
## [6138] UNKN_UNKN
## [6139] UNKN_UNKN
## [6140] UNENCRYPTED_IDENTIFIER
## [6141] UNENCRYPTED_IDENTIFIER
## [6142] UNENCRYPTED_IDENTIFIER
## [6143] UNENCRYPTED_IDENTIFIER
## [6144] UNKN_UNKN
## [6145] UNENCRYPTED_COMMERCIAL
## [6146] UNENCRYPTED_HEALTH
## [6147] UNKN_UNKN
## [6148] UNENCRYPTED_IDENTIFIER
## [6149] UNENCRYPTED_IDENTIFIER
## [6150] UNENCRYPTED_IDENTIFIER
## [6151] UNENCRYPTED_IDENTIFIER
## [6152] UNKN_UNKN
## [6153] UNKN_UNKN
## [6154] UNKN_UNKN
## [6155] UNKN_UNKN
## [6156] UNKN_UNKN
## [6157] UNKN_UNKN
## [6158] UNENCRYPTED_IDENTIFIER
## [6159] UNENCRYPTED_IDENTIFIER
## [6160] UNENCRYPTED_IDENTIFIER
## [6161] UNENCRYPTED_IDENTIFIER
## [6162] UNKN_UNKN
## [6163] UNKN_UNKN
## [6164] UNENCRYPTED_IDENTIFIER
## [6165] UNKN_UNKN
## [6166] UNENCRYPTED_UNKN
## [6167] UNKN_UNKN
## [6168] UNKN_UNKN
## [6169] UNENCRYPTED_IDENTIFIER
## [6170] UNKN_UNKN
## [6171] UNKN_UNKN
## [6172] UNENCRYPTED_IDENTIFIER
## [6173] UNKN_UNKN
## [6174] ENCRYPTED_IDENTIFIER
## [6175] UNENCRYPTED_IDENTIFIER
## [6176] UNKN_UNKN
## [6177] UNENCRYPTED_IDENTIFIER
## [6178] UNKN_UNKN
## [6179] UNKN_UNKN
## [6180] UNENCRYPTED_IDENTIFIER
## [6181] UNKN_UNKN
## [6182] UNENCRYPTED_HEALTH
## [6183] UNENCRYPTED_IDENTIFIER
## [6184] UNKN_UNKN
## [6185] UNENCRYPTED_IDENTIFIER
## [6186] UNKN_UNKN
## [6187] UNKN_UNKN
## [6188] UNENCRYPTED_IDENTIFIER
## [6189] UNKN_UNKN
## [6190] UNKN_UNKN
## [6191] UNENCRYPTED_IDENTIFIER
## [6192] UNKN_UNKN
## [6193] UNENCRYPTED_IDENTIFIER
## [6194] UNKN_UNKN
## [6195] UNENCRYPTED_IDENTIFIER
## [6196] UNENCRYPTED_IDENTIFIER
## [6197] UNKN_UNKN
## [6198] UNKN_UNKN
## [6199] UNKN_UNKN
## [6200] UNENCRYPTED_IDENTIFIER
## [6201] UNKN_UNKN
## [6202] UNENCRYPTED_IDENTIFIER
## [6203] UNKN_UNKN
## [6204] UNKN_UNKN
## [6205] UNENCRYPTED_IDENTIFIER
## [6206] UNKN_UNKN
## [6207] UNENCRYPTED_IDENTIFIER
## [6208] UNENCRYPTED_IDENTIFIER
## [6209] UNKN_UNKN
## [6210] UNKN_UNKN
## [6211] UNKN_UNKN
## [6212] UNKN_UNKN
## [6213] UNENCRYPTED_UNKN
## [6214] UNENCRYPTED_IDENTIFIER
## [6215] UNENCRYPTED_IDENTIFIER
## [6216] UNKN_UNKN
## [6217] UNENCRYPTED_IDENTIFIER
## [6218] UNENCRYPTED_IDENTIFIER
## [6219] UNENCRYPTED_IDENTIFIER
## [6220] UNKN_UNKN
## [6221] UNKN_UNKN
## [6222] UNKN_UNKN
## [6223] UNKN_UNKN
## [6224] UNENCRYPTED_UNKN
## [6225] UNKN_UNKN
## [6226] UNKN_UNKN
## [6227] UNENCRYPTED_IDENTIFIER
## [6228] UNKN_UNKN
## [6229] UNKN_UNKN
## [6230] UNKN_UNKN
## [6231] UNKN_UNKN
## [6232] UNENCRYPTED_IDENTIFIER
## [6233] UNKN_UNKN
## [6234] UNENCRYPTED_IDENTIFIER
## [6235] UNKN_UNKN
## [6236] UNENCRYPTED_IDENTIFIER
## [6237] UNKN_UNKN
## [6238] UNENCRYPTED_IDENTIFIER
## [6239] UNENCRYPTED_IDENTIFIER
## [6240] UNKN_UNKN
## [6241] UNENCRYPTED_IDENTIFIER
## [6242] UNENCRYPTED_IDENTIFIER
## [6243] UNKN_UNKN
## [6244] UNENCRYPTED_SENSITIVE-LOGIN
## [6245] UNKN_UNKN
## [6246] UNENCRYPTED_IDENTIFIER
## [6247] UNKN_UNKN
## [6248] UNENCRYPTED_IDENTIFIER
## [6249] UNENCRYPTED_IDENTIFIER
## [6250] UNENCRYPTED_SENSITIVE-LOGIN
## [6251] UNKN_UNKN
## [6252] UNKN_UNKN
## [6253] UNENCRYPTED_SENSITIVE-LOGIN
## [6254] UNENCRYPTED_IDENTIFIER
## [6255] UNKN_UNKN
## [6256] UNENCRYPTED_IDENTIFIER
## [6257] UNKN_UNKN
## [6258] UNKN_UNKN
## [6259] UNENCRYPTED_IDENTIFIER
## [6260] UNKN_UNKN
## [6261] UNENCRYPTED_IDENTIFIER
## [6262] UNKN_UNKN
## [6263] UNENCRYPTED_UNKN
## [6264] UNENCRYPTED_IDENTIFIER
## [6265] UNENCRYPTED_IDENTIFIER
## [6266] UNENCRYPTED_IDENTIFIER
## [6267] UNKN_UNKN
## [6268] UNENCRYPTED_IDENTIFIER
## [6269] UNENCRYPTED_IDENTIFIER
## [6270] UNKN_UNKN
## [6271] UNKN_UNKN
## [6272] UNKN_UNKN
## [6273] UNKN_UNKN
## [6274] UNKN_UNKN
## [6275] UNENCRYPTED_IDENTIFIER
## [6276] UNENCRYPTED_IDENTIFIER
## [6277] UNKN_UNKN
## [6278] UNKN_UNKN
## [6279] UNKN_UNKN
## [6280] UNENCRYPTED_IDENTIFIER
## [6281] UNENCRYPTED_IDENTIFIER
## [6282] UNKN_UNKN
## [6283] UNKN_UNKN
## [6284] UNENCRYPTED_IDENTIFIER
## [6285] UNENCRYPTED_SENSITIVE-LOGIN
## [6286] UNENCRYPTED_IDENTIFIER
## [6287] UNENCRYPTED_IDENTIFIER
## [6288] UNENCRYPTED_IDENTIFIER
## [6289] UNKN_UNKN
## [6290] UNKN_UNKN
## [6291] UNKN_UNKN
## [6292] UNKN_UNKN
## [6293] UNENCRYPTED_IDENTIFIER
## [6294] UNKN_UNKN
## [6295] UNENCRYPTED_IDENTIFIER
## [6296] UNENCRYPTED_IDENTIFIER
## [6297] UNKN_UNKN
## [6298] UNKN_UNKN
## [6299] UNENCRYPTED_IDENTIFIER
## [6300] UNKN_UNKN
## [6301] UNENCRYPTED_IDENTIFIER
## [6302] UNKN_UNKN
## [6303] UNENCRYPTED_EMPLOYMENT
## [6304] UNKN_UNKN
## [6305] UNENCRYPTED_UNKN
## [6306] UNENCRYPTED_UNKN
## [6307] UNKN_UNKN
## [6308] UNKN_UNKN
## [6309] UNENCRYPTED_HEALTH
## [6310] UNENCRYPTED_HEALTH
## [6311] UNKN_UNKN
## [6312] UNKN_UNKN
## [6313] UNKN_UNKN
## [6314] UNENCRYPTED_IDENTIFIER
## [6315] UNKN_UNKN
## [6316] UNENCRYPTED_IDENTIFIER
## [6317] UNENCRYPTED_IDENTIFIER
## [6318] UNENCRYPTED_HEALTH
## [6319] UNENCRYPTED_IDENTIFIER
## [6320] UNENCRYPTED_IDENTIFIER
## [6321] UNENCRYPTED_SENSITIVE-LOGIN
## [6322] UNENCRYPTED_IDENTIFIER
## [6323] UNENCRYPTED_IDENTIFIER
## [6324] UNKN_UNKN
## [6325] UNKN_UNKN
## [6326] UNENCRYPTED_IDENTIFIER
## [6327] UNENCRYPTED_IDENTIFIER
## [6328] UNENCRYPTED_IDENTIFIER
## [6329] UNKN_UNKN
## [6330] UNKN_UNKN
## [6331] UNENCRYPTED_UNKN
## [6332] UNKN_UNKN
## [6333] UNENCRYPTED_IDENTIFIER
## [6334] UNKN_UNKN
## [6335] UNKN_UNKN
## [6336] UNENCRYPTED_IDENTIFIER
## [6337] UNKN_UNKN
## [6338] UNENCRYPTED_IDENTIFIER
## [6339] UNKN_UNKN
## [6340] UNENCRYPTED_IDENTIFIER
## [6341] UNENCRYPTED_IDENTIFIER
## [6342] UNKN_UNKN
## [6343] UNKN_UNKN
## [6344] UNENCRYPTED_IDENTIFIER
## [6345] UNKN_UNKN
## [6346] UNENCRYPTED_IDENTIFIER
## [6347] UNENCRYPTED_IDENTIFIER
## [6348] UNENCRYPTED_IDENTIFIER
## [6349] UNENCRYPTED_SENSITIVE-GOV
## [6350] UNENCRYPTED_IDENTIFIER
## [6351] UNENCRYPTED_IDENTIFIER
## [6352] UNKN_UNKN
## [6353] UNKN_UNKN
## [6354] UNKN_UNKN
## [6355] UNENCRYPTED_IDENTIFIER
## [6356] UNKN_UNKN
## [6357] UNENCRYPTED_IDENTIFIER
## [6358] UNENCRYPTED_IDENTIFIER
## [6359] UNKN_UNKN
## [6360] UNENCRYPTED_IDENTIFIER
## [6361] UNENCRYPTED_IDENTIFIER
## [6362] UNKN_UNKN
## [6363] UNENCRYPTED_IDENTIFIER
## [6364] UNKN_UNKN
## [6365] UNENCRYPTED_IDENTIFIER
## [6366] UNKN_UNKN
## [6367] UNKN_UNKN
## [6368] UNKN_UNKN
## [6369] UNKN_UNKN
## [6370] UNKN_UNKN
## [6371] UNKN_UNKN
## [6372] UNENCRYPTED_IDENTIFIER
## [6373] UNKN_UNKN
## [6374] UNENCRYPTED_IDENTIFIER
## [6375] UNKN_UNKN
## [6376] UNENCRYPTED_HEALTH
## [6377] UNKN_UNKN
## [6378] UNKN_UNKN
## [6379] UNENCRYPTED_IDENTIFIER
## [6380] UNKN_UNKN
## [6381] UNKN_UNKN
## [6382] UNKN_UNKN
## [6383] UNKN_UNKN
## [6384] UNKN_UNKN
## [6385] UNENCRYPTED_IDENTIFIER
## [6386] UNKN_UNKN
## [6387] UNKN_UNKN
## [6388] UNKN_UNKN
## [6389] UNKN_UNKN
## [6390] UNKN_UNKN
## [6391] UNKN_UNKN
## [6392] UNENCRYPTED_IDENTIFIER
## [6393] UNENCRYPTED_IDENTIFIER
## [6394] UNENCRYPTED_IDENTIFIER
## [6395] UNKN_UNKN
## [6396] UNKN_UNKN
## [6397] UNKN_UNKN
## [6398] UNKN_UNKN
## [6399] UNKN_UNKN
## [6400] UNENCRYPTED_IDENTIFIER
## [6401] UNKN_UNKN
## [6402] UNKN_UNKN
## [6403] UNENCRYPTED_IDENTIFIER
## [6404] UNKN_UNKN
## [6405] UNKN_UNKN
## [6406] UNENCRYPTED_IDENTIFIER
## [6407] UNKN_UNKN
## [6408] UNENCRYPTED_IDENTIFIER
## [6409] UNKN_UNKN
## [6410] UNKN_UNKN
## [6411] UNENCRYPTED_IDENTIFIER
## [6412] UNENCRYPTED_IDENTIFIER
## [6413] UNKN_UNKN
## [6414] UNENCRYPTED_IDENTIFIER
## [6415] UNENCRYPTED_IDENTIFIER
## [6416] UNENCRYPTED_IDENTIFIER
## [6417] UNKN_UNKN
## [6418] UNENCRYPTED_IDENTIFIER
## [6419] UNENCRYPTED_IDENTIFIER
## [6420] UNKN_UNKN
## [6421] UNENCRYPTED_IDENTIFIER
## [6422] UNENCRYPTED_IDENTIFIER
## [6423] UNKN_UNKN
## [6424] UNKN_UNKN
## [6425] UNKN_UNKN
## [6426] UNENCRYPTED_IDENTIFIER
## [6427] UNENCRYPTED_IDENTIFIER
## [6428] UNENCRYPTED_IDENTIFIER
## [6429] UNENCRYPTED_IDENTIFIER
## [6430] UNENCRYPTED_UNKN
## [6431] UNENCRYPTED_IDENTIFIER
## [6432] UNENCRYPTED_IDENTIFIER
## [6433] UNENCRYPTED_IDENTIFIER
## [6434] UNENCRYPTED_IDENTIFIER
## [6435] UNENCRYPTED_IDENTIFIER
## [6436] UNKN_UNKN
## [6437] UNKN_UNKN
## [6438] UNKN_UNKN
## [6439] UNENCRYPTED_IDENTIFIER
## [6440] UNKN_UNKN
## [6441] UNKN_UNKN
## [6442] UNENCRYPTED_IDENTIFIER
## [6443] UNKN_UNKN
## [6444] UNKN_UNKN
## [6445] UNENCRYPTED_IDENTIFIER
## [6446] UNKN_UNKN
## [6447] UNKN_UNKN
## [6448] UNENCRYPTED_IDENTIFIER
## [6449] UNKN_UNKN
## [6450] UNENCRYPTED_IDENTIFIER
## [6451] UNENCRYPTED_IDENTIFIER
## [6452] UNENCRYPTED_IDENTIFIER
## [6453] UNKN_UNKN
## [6454] UNENCRYPTED_IDENTIFIER
## [6455] UNKN_UNKN
## [6456] UNENCRYPTED_IDENTIFIER
## [6457] UNENCRYPTED_IDENTIFIER
## [6458] UNKN_UNKN
## [6459] UNENCRYPTED_IDENTIFIER
## [6460] UNENCRYPTED_IDENTIFIER
## [6461] UNENCRYPTED_IDENTIFIER
## [6462] UNKN_UNKN
## [6463] UNKN_UNKN
## [6464] UNENCRYPTED_IDENTIFIER
## [6465] UNKN_UNKN
## [6466] UNENCRYPTED_IDENTIFIER
## [6467] UNENCRYPTED_IDENTIFIER
## [6468] UNENCRYPTED_IDENTIFIER
## [6469] UNENCRYPTED_IDENTIFIER
## [6470] UNENCRYPTED_IDENTIFIER
## [6471] UNKN_UNKN
## [6472] UNENCRYPTED_IDENTIFIER
## [6473] UNENCRYPTED_IDENTIFIER
## [6474] UNENCRYPTED_UNKN
## [6475] UNKN_UNKN
## [6476] UNKN_UNKN
## [6477] UNENCRYPTED_IDENTIFIER
## [6478] UNENCRYPTED_IDENTIFIER
## [6479] UNENCRYPTED_HEALTH
## [6480] UNENCRYPTED_IDENTIFIER
## [6481] UNKN_UNKN
## [6482] UNENCRYPTED_IDENTIFIER
## [6483] UNKN_UNKN
## [6484] UNKN_UNKN
## [6485] UNENCRYPTED_IDENTIFIER
## [6486] UNKN_UNKN
## [6487] UNKN_UNKN
## [6488] UNKN_UNKN
## [6489] UNENCRYPTED_IDENTIFIER
## [6490] UNKN_UNKN
## [6491] UNENCRYPTED_IDENTIFIER
## [6492] UNENCRYPTED_IDENTIFIER
## [6493] UNKN_UNKN
## [6494] UNENCRYPTED_IDENTIFIER
## [6495] UNKN_UNKN
## [6496] UNKN_UNKN
## [6497] UNKN_UNKN
## [6498] UNENCRYPTED_IDENTIFIER
## [6499] UNKN_UNKN
## [6500] UNKN_UNKN
## [6501] UNENCRYPTED_IDENTIFIER
## [6502] UNKN_UNKN
## [6503] UNKN_UNKN
## [6504] UNENCRYPTED_IDENTIFIER
## [6505] UNKN_UNKN
## [6506] UNENCRYPTED_IDENTIFIER
## [6507] UNKN_UNKN
## [6508] UNKN_UNKN
## [6509] UNENCRYPTED_IDENTIFIER
## [6510] UNENCRYPTED_IDENTIFIER
## [6511] UNKN_UNKN
## [6512] UNKN_UNKN
## [6513] UNKN_UNKN
## [6514] UNENCRYPTED_HEALTH
## [6515] UNENCRYPTED_IDENTIFIER
## [6516] UNENCRYPTED_IDENTIFIER
## [6517] UNKN_UNKN
## [6518] UNENCRYPTED_IDENTIFIER
## [6519] UNENCRYPTED_IDENTIFIER
## [6520] UNENCRYPTED_IDENTIFIER
## [6521] UNKN_UNKN
## [6522] UNKN_UNKN
## [6523] UNENCRYPTED_IDENTIFIER
## [6524] UNENCRYPTED_IDENTIFIER
## [6525] UNENCRYPTED_IDENTIFIER
## [6526] UNKN_UNKN
## [6527] UNENCRYPTED_IDENTIFIER
## [6528] UNKN_UNKN
## [6529] UNKN_UNKN
## [6530] UNKN_UNKN
## [6531] UNKN_UNKN
## [6532] UNKN_UNKN
## [6533] UNENCRYPTED_IDENTIFIER
## [6534] UNENCRYPTED_IDENTIFIER
## [6535] UNKN_UNKN
## [6536] UNKN_UNKN
## [6537] UNENCRYPTED_IDENTIFIER
## [6538] UNENCRYPTED_IDENTIFIER
## [6539] UNENCRYPTED_IDENTIFIER
## [6540] UNKN_UNKN
## [6541] UNKN_UNKN
## [6542] UNENCRYPTED_IDENTIFIER
## [6543] UNKN_UNKN
## [6544] UNENCRYPTED_IDENTIFIER
## [6545] UNENCRYPTED_HEALTH
## [6546] UNKN_UNKN
## [6547] UNKN_UNKN
## [6548] UNENCRYPTED_IDENTIFIER
## [6549] UNENCRYPTED_IDENTIFIER
## [6550] UNENCRYPTED_IDENTIFIER
## [6551] UNKN_UNKN
## [6552] UNENCRYPTED_IDENTIFIER
## [6553] UNKN_UNKN
## [6554] UNENCRYPTED_IDENTIFIER
## [6555] ENCRYPTED-WITH-DECRYPTIONKEY_SENSITIVE-LOGIN
## [6556] UNKN_UNKN
## [6557] UNKN_UNKN
## [6558] UNENCRYPTED_IDENTIFIER
## [6559] UNKN_UNKN
## [6560] UNKN_UNKN
## [6561] UNKN_UNKN
## [6562] UNKN_UNKN
## [6563] UNKN_UNKN
## [6564] UNKN_UNKN
## [6565] UNENCRYPTED_IDENTIFIER
## [6566] UNENCRYPTED_IDENTIFIER
## [6567] UNENCRYPTED_IDENTIFIER
## [6568] UNENCRYPTED_IDENTIFIER
## [6569] UNENCRYPTED_IDENTIFIER
## [6570] UNENCRYPTED_IDENTIFIER
## [6571] UNKN_UNKN
## [6572] UNKN_UNKN
## [6573] UNENCRYPTED_IDENTIFIER
## [6574] UNENCRYPTED_IDENTIFIER
## [6575] UNKN_UNKN
## [6576] UNENCRYPTED_IDENTIFIER
## [6577] UNENCRYPTED_IDENTIFIER
## [6578] UNKN_UNKN
## [6579] UNENCRYPTED_IDENTIFIER
## [6580] UNKN_UNKN
## [6581] UNKN_UNKN
## [6582] UNENCRYPTED_IDENTIFIER
## [6583] UNENCRYPTED_IDENTIFIER
## [6584] UNKN_UNKN
## [6585] UNENCRYPTED_IDENTIFIER
## [6586] UNKN_UNKN
## [6587] UNENCRYPTED_IDENTIFIER
## [6588] UNENCRYPTED_IDENTIFIER
## [6589] UNKN_UNKN
## [6590] UNENCRYPTED_IDENTIFIER
## [6591] UNKN_UNKN
## [6592] UNENCRYPTED_IDENTIFIER
## [6593] UNKN_UNKN
## [6594] UNENCRYPTED_IDENTIFIER
## [6595] UNENCRYPTED_IDENTIFIER
## [6596] UNENCRYPTED_IDENTIFIER
## [6597] UNKN_UNKN
## [6598] UNKN_UNKN
## [6599] UNENCRYPTED_IDENTIFIER
## [6600] UNKN_UNKN
## [6601] UNKN_UNKN
## [6602] UNKN_UNKN
## [6603] UNENCRYPTED_IDENTIFIER
## [6604] UNKN_UNKN
## [6605] UNENCRYPTED_IDENTIFIER
## [6606] UNENCRYPTED_IDENTIFIER
## [6607] UNKN_UNKN
## [6608] UNENCRYPTED_IDENTIFIER
## [6609] UNKN_UNKN
## [6610] UNKN_UNKN
## [6611] UNKN_UNKN
## [6612] UNENCRYPTED_IDENTIFIER
## [6613] UNENCRYPTED_IDENTIFIER
## [6614] UNKN_UNKN
## [6615] UNENCRYPTED_IDENTIFIER
## [6616] UNKN_UNKN
## [6617] UNKN_UNKN
## [6618] UNENCRYPTED_IDENTIFIER
## [6619] UNKN_UNKN
## [6620] UNENCRYPTED_IDENTIFIER
## [6621] UNKN_UNKN
## [6622] UNENCRYPTED_IDENTIFIER
## [6623] UNKN_UNKN
## [6624] UNENCRYPTED_IDENTIFIER
## [6625] ENCRYPTED_IDENTIFIER
## [6626] UNENCRYPTED_IDENTIFIER
## [6627] UNENCRYPTED_IDENTIFIER
## [6628] UNKN_UNKN
## [6629] UNENCRYPTED_IDENTIFIER
## [6630] UNKN_UNKN
## [6631] UNKN_UNKN
## [6632] UNKN_UNKN
## [6633] UNENCRYPTED_IDENTIFIER
## [6634] UNENCRYPTED_IDENTIFIER
## [6635] UNENCRYPTED_IDENTIFIER
## [6636] UNENCRYPTED_IDENTIFIER
## [6637] UNKN_UNKN
## [6638] UNKN_UNKN
## [6639] UNENCRYPTED_IDENTIFIER
## [6640] UNENCRYPTED_IDENTIFIER
## [6641] UNKN_UNKN
## [6642] UNENCRYPTED_UNKN
## [6643] UNENCRYPTED_IDENTIFIER
## [6644] UNENCRYPTED_IDENTIFIER
## [6645] UNKN_UNKN
## [6646] UNENCRYPTED_IDENTIFIER
## [6647] UNENCRYPTED_IDENTIFIER
## [6648] UNENCRYPTED_IDENTIFIER
## [6649] UNENCRYPTED_IDENTIFIER
## [6650] UNENCRYPTED_IDENTIFIER
## [6651] UNKN_UNKN
## [6652] UNKN_UNKN
## [6653] ENCRYPTED_IDENTIFIER
## [6654] UNENCRYPTED_UNKN
## [6655] UNKN_UNKN
## [6656] UNKN_UNKN
## [6657] UNENCRYPTED_IDENTIFIER
## [6658] UNENCRYPTED_IDENTIFIER
## [6659] UNKN_UNKN
## [6660] UNKN_UNKN
## [6661] UNKN_UNKN
## [6662] UNENCRYPTED_IDENTIFIER
## [6663] UNENCRYPTED_IDENTIFIER
## [6664] UNENCRYPTED_HEALTH
## [6665] UNKN_UNKN
## [6666] UNKN_UNKN
## [6667] UNKN_UNKN
## [6668] UNENCRYPTED_IDENTIFIER
## [6669] UNENCRYPTED_IDENTIFIER
## [6670] UNKN_UNKN
## [6671] UNENCRYPTED_IDENTIFIER
## [6672] UNENCRYPTED_IDENTIFIER
## [6673] UNKN_UNKN
## [6674] UNENCRYPTED_IDENTIFIER
## [6675] UNENCRYPTED_IDENTIFIER
## [6676] UNKN_UNKN
## [6677] UNKN_UNKN
## [6678] UNENCRYPTED_IDENTIFIER
## [6679] UNENCRYPTED_IDENTIFIER
## [6680] UNENCRYPTED_IDENTIFIER
## [6681] UNENCRYPTED_IDENTIFIER
## [6682] UNKN_UNKN
## [6683] UNKN_UNKN
## [6684] UNENCRYPTED_IDENTIFIER
## [6685] UNENCRYPTED_IDENTIFIER
## [6686] UNKN_UNKN
## [6687] UNENCRYPTED_IDENTIFIER
## [6688] UNKN_UNKN
## [6689] UNKN_UNKN
## [6690] UNENCRYPTED_IDENTIFIER
## [6691] UNKN_UNKN
## [6692] UNENCRYPTED_IDENTIFIER
## [6693] UNKN_UNKN
## [6694] UNKN_UNKN
## [6695] UNENCRYPTED_IDENTIFIER
## [6696] UNENCRYPTED_IDENTIFIER
## [6697] UNENCRYPTED_HEALTH
## [6698] UNKN_UNKN
## [6699] UNENCRYPTED_IDENTIFIER
## [6700] UNKN_UNKN
## [6701] UNKN_UNKN
## [6702] UNKN_UNKN
## [6703] UNKN_UNKN
## [6704] UNENCRYPTED_IDENTIFIER
## [6705] UNKN_UNKN
## [6706] UNENCRYPTED_IDENTIFIER
## [6707] UNENCRYPTED_IDENTIFIER
## [6708] UNENCRYPTED_IDENTIFIER
## [6709] UNENCRYPTED_SENSITIVE-LOGIN
## [6710] UNKN_UNKN
## [6711] UNENCRYPTED_IDENTIFIER
## [6712] UNKN_UNKN
## [6713] UNENCRYPTED_IDENTIFIER
## [6714] UNKN_UNKN
## [6715] UNENCRYPTED_IDENTIFIER
## [6716] UNENCRYPTED_IDENTIFIER
## [6717] UNKN_UNKN
## [6718] UNENCRYPTED_IDENTIFIER
## [6719] UNENCRYPTED_IDENTIFIER
## [6720] UNKN_UNKN
## [6721] UNKN_UNKN
## [6722] UNKN_UNKN
## [6723] UNKN_UNKN
## [6724] UNKN_UNKN
## [6725] UNKN_UNKN
## [6726] UNENCRYPTED_SENSITIVE-LOGIN
## [6727] UNENCRYPTED_IDENTIFIER
## [6728] UNKN_UNKN
## [6729] UNENCRYPTED_IDENTIFIER
## [6730] UNKN_UNKN
## [6731] UNKN_UNKN
## [6732] UNKN_UNKN
## [6733] UNENCRYPTED_IDENTIFIER
## [6734] UNKN_UNKN
## [6735] UNENCRYPTED_IDENTIFIER
## [6736] UNKN_UNKN
## [6737] UNKN_UNKN
## [6738] UNKN_UNKN
## [6739] UNENCRYPTED_IDENTIFIER
## [6740] UNENCRYPTED_IDENTIFIER
## [6741] UNKN_UNKN
## [6742] UNENCRYPTED_IDENTIFIER
## [6743] UNENCRYPTED_IDENTIFIER
## [6744] UNKN_UNKN
## [6745] UNENCRYPTED_IDENTIFIER
## [6746] UNENCRYPTED_IDENTIFIER
## [6747] UNENCRYPTED_IDENTIFIER
## [6748] ENCRYPTED_IDENTIFIER
## [6749] UNKN_UNKN
## [6750] UNENCRYPTED_IDENTIFIER
## [6751] UNKN_UNKN
## [6752] UNENCRYPTED_IDENTIFIER
## [6753] UNKN_UNKN
## [6754] UNENCRYPTED_IDENTIFIER
## [6755] UNKN_UNKN
## [6756] UNENCRYPTED_IDENTIFIER
## [6757] UNENCRYPTED_IDENTIFIER
## [6758] UNKN_UNKN
## [6759] UNKN_UNKN
## [6760] UNKN_UNKN
## [6761] UNKN_UNKN
## [6762] UNENCRYPTED_IDENTIFIER
## [6763] UNKN_UNKN
## [6764] UNKN_UNKN
## [6765] UNENCRYPTED_IDENTIFIER
## [6766] UNKN_UNKN
## [6767] UNKN_UNKN
## [6768] UNENCRYPTED_IDENTIFIER
## [6769] UNENCRYPTED_IDENTIFIER
## [6770] UNKN_UNKN
## [6771] UNENCRYPTED_IDENTIFIER
## [6772] UNENCRYPTED_IDENTIFIER
## [6773] UNENCRYPTED_IDENTIFIER
## [6774] UNKN_UNKN
## [6775] UNKN_UNKN
## [6776] UNENCRYPTED_IDENTIFIER
## [6777] UNKN_UNKN
## [6778] UNKN_UNKN
## [6779] UNENCRYPTED_IDENTIFIER
## [6780] UNKN_UNKN
## [6781] UNENCRYPTED_HEALTH
## [6782] UNKN_UNKN
## [6783] UNENCRYPTED_HEALTH
## [6784] UNKN_UNKN
## [6785] UNKN_UNKN
## [6786] UNKN_UNKN
## [6787] UNKN_UNKN
## [6788] UNENCRYPTED_IDENTIFIER
## [6789] UNKN_UNKN
## [6790] UNENCRYPTED_IDENTIFIER
## [6791] UNKN_UNKN
## [6792] UNKN_UNKN
## [6793] UNKN_UNKN
## [6794] UNKN_UNKN
## [6795] UNENCRYPTED_IDENTIFIER
## [6796] UNENCRYPTED_SENSITIVE-LOGIN
## [6797] UNENCRYPTED_IDENTIFIER
## [6798] UNKN_UNKN
## [6799] UNENCRYPTED_IDENTIFIER
## [6800] UNKN_UNKN
## [6801] UNENCRYPTED_IDENTIFIER
## [6802] UNKN_UNKN
## [6803] UNENCRYPTED_IDENTIFIER
## [6804] UNKN_UNKN
## [6805] UNKN_UNKN
## [6806] UNENCRYPTED_IDENTIFIER
## [6807] UNENCRYPTED_IDENTIFIER
## [6808] UNKN_UNKN
## [6809] UNENCRYPTED_IDENTIFIER
## [6810] UNKN_UNKN
## [6811] UNENCRYPTED_IDENTIFIER
## [6812] UNKN_UNKN
## [6813] UNENCRYPTED_IDENTIFIER
## [6814] UNKN_UNKN
## [6815] UNKN_UNKN
## [6816] UNENCRYPTED_IDENTIFIER
## [6817] UNENCRYPTED_IDENTIFIER
## [6818] UNKN_UNKN
## [6819] UNKN_UNKN
## [6820] UNKN_UNKN
## [6821] UNKN_UNKN
## [6822] UNENCRYPTED_IDENTIFIER
## [6823] UNKN_UNKN
## [6824] UNKN_UNKN
## [6825] UNKN_UNKN
## [6826] UNENCRYPTED_IDENTIFIER
## [6827] UNKN_UNKN
## [6828] UNKN_UNKN
## [6829] UNENCRYPTED_IDENTIFIER
## [6830] UNKN_UNKN
## [6831] UNKN_UNKN
## [6832] UNENCRYPTED_IDENTIFIER
## [6833] UNENCRYPTED_IDENTIFIER
## [6834] UNKN_UNKN
## [6835] UNENCRYPTED_IDENTIFIER
## [6836] UNKN_UNKN
## [6837] UNENCRYPTED_IDENTIFIER
## [6838] UNENCRYPTED_IDENTIFIER
## [6839] UNKN_UNKN
## [6840] UNKN_UNKN
## [6841] UNENCRYPTED_IDENTIFIER
## [6842] UNENCRYPTED_IDENTIFIER
## [6843] UNKN_UNKN
## [6844] UNKN_UNKN
## [6845] UNKN_UNKN
## [6846] UNENCRYPTED_SENSITIVE-LOGIN
## [6847] UNENCRYPTED_IDENTIFIER
## [6848] UNENCRYPTED_IDENTIFIER
## [6849] UNENCRYPTED_IDENTIFIER
## [6850] UNENCRYPTED_IDENTIFIER
## [6851] UNKN_UNKN
## [6852] UNKN_UNKN
## [6853] UNKN_UNKN
## [6854] UNENCRYPTED_IDENTIFIER
## [6855] UNKN_UNKN
## [6856] UNKN_UNKN
## [6857] UNKN_UNKN
## [6858] UNKN_UNKN
## [6859] UNENCRYPTED_IDENTIFIER
## [6860] UNENCRYPTED_IDENTIFIER
## [6861] UNKN_UNKN
## [6862] UNKN_UNKN
## [6863] UNENCRYPTED_IDENTIFIER
## [6864] UNKN_UNKN
## [6865] UNKN_UNKN
## [6866] UNKN_UNKN
## [6867] UNENCRYPTED_IDENTIFIER
## [6868] UNKN_UNKN
## [6869] UNKN_UNKN
## [6870] UNKN_UNKN
## [6871] UNENCRYPTED_IDENTIFIER
## [6872] UNENCRYPTED_IDENTIFIER
## [6873] UNKN_UNKN
## [6874] UNKN_UNKN
## [6875] UNENCRYPTED_IDENTIFIER
## [6876] UNENCRYPTED_IDENTIFIER
## [6877] UNKN_UNKN
## [6878] UNENCRYPTED_IDENTIFIER
## [6879] UNENCRYPTED_IDENTIFIER
## [6880] UNKN_UNKN
## [6881] UNENCRYPTED_IDENTIFIER
## [6882] UNENCRYPTED_IDENTIFIER
## [6883] UNKN_UNKN
## [6884] UNKN_UNKN
## [6885] UNKN_UNKN
## [6886] UNKN_UNKN
## [6887] UNENCRYPTED_UNKN
## [6888] UNENCRYPTED_IDENTIFIER
## [6889] UNENCRYPTED_IDENTIFIER
## [6890] UNKN_UNKN
## [6891] UNKN_UNKN
## [6892] UNENCRYPTED_IDENTIFIER
## [6893] UNENCRYPTED_IDENTIFIER
## [6894] UNKN_UNKN
## [6895] UNENCRYPTED_IDENTIFIER
## [6896] UNENCRYPTED_IDENTIFIER
## [6897] UNKN_UNKN
## [6898] UNKN_UNKN
## [6899] UNENCRYPTED_IDENTIFIER
## [6900] UNENCRYPTED_IDENTIFIER
## [6901] UNKN_UNKN
## [6902] UNKN_UNKN
## [6903] UNENCRYPTED_IDENTIFIER
## [6904] UNKN_UNKN
## [6905] UNKN_UNKN
## [6906] UNKN_UNKN
## [6907] UNENCRYPTED_IDENTIFIER
## [6908] UNENCRYPTED_IDENTIFIER
## [6909] UNKN_UNKN
## [6910] UNKN_UNKN
## [6911] UNENCRYPTED_IDENTIFIER
## [6912] UNKN_UNKN
## [6913] UNKN_UNKN
## [6914] UNENCRYPTED_IDENTIFIER
## [6915] UNENCRYPTED_IDENTIFIER
## [6916] UNENCRYPTED_IDENTIFIER
## [6917] UNKN_UNKN
## [6918] UNENCRYPTED_SENSITIVE-LOGIN
## [6919] UNKN_UNKN
## [6920] UNKN_UNKN
## [6921] UNKN_UNKN
## [6922] UNENCRYPTED_IDENTIFIER
## [6923] UNENCRYPTED_SENSITIVE-GOV
## [6924] UNKN_UNKN
## [6925] UNKN_UNKN
## [6926] UNKN_UNKN
## [6927] UNENCRYPTED_IDENTIFIER
## [6928] UNENCRYPTED_IDENTIFIER
## [6929] UNKN_UNKN
## [6930] UNENCRYPTED_IDENTIFIER
## [6931] UNENCRYPTED_IDENTIFIER
## [6932] UNKN_UNKN
## [6933] UNKN_UNKN
## [6934] UNENCRYPTED_IDENTIFIER
## [6935] UNKN_UNKN
## [6936] UNKN_UNKN
## [6937] UNENCRYPTED_IDENTIFIER
## [6938] UNKN_UNKN
## [6939] UNENCRYPTED_IDENTIFIER
## [6940] UNENCRYPTED_IDENTIFIER
## [6941] UNENCRYPTED_SENSITIVE-GOV
## [6942] UNKN_UNKN
## [6943] UNKN_UNKN
## [6944] UNENCRYPTED_IDENTIFIER
## [6945] UNKN_UNKN
## [6946] UNENCRYPTED_IDENTIFIER
## [6947] UNKN_UNKN
## [6948] UNKN_UNKN
## [6949] UNENCRYPTED_IDENTIFIER
## [6950] UNKN_UNKN
## [6951] UNKN_UNKN
## [6952] UNKN_UNKN
## [6953] UNENCRYPTED_IDENTIFIER
## [6954] UNKN_UNKN
## [6955] UNENCRYPTED_IDENTIFIER
## [6956] UNKN_UNKN
## [6957] UNKN_UNKN
## [6958] UNENCRYPTED_IDENTIFIER
## [6959] UNKN_UNKN
## [6960] UNKN_UNKN
## [6961] UNKN_UNKN
## [6962] UNKN_UNKN
## [6963] UNKN_UNKN
## [6964] UNKN_UNKN
## [6965] UNKN_UNKN
## [6966] UNENCRYPTED_IDENTIFIER
## [6967] UNKN_UNKN
## [6968] UNENCRYPTED_IDENTIFIER
## [6969] UNENCRYPTED_IDENTIFIER
## [6970] UNKN_UNKN
## [6971] UNKN_UNKN
## [6972] UNENCRYPTED_IDENTIFIER
## [6973] UNKN_UNKN
## [6974] UNKN_UNKN
## [6975] UNKN_UNKN
## [6976] UNENCRYPTED_IDENTIFIER
## [6977] UNENCRYPTED_IDENTIFIER
## [6978] UNENCRYPTED_IDENTIFIER
## [6979] UNENCRYPTED_IDENTIFIER
## [6980] UNKN_UNKN
## [6981] UNKN_UNKN
## [6982] UNENCRYPTED_IDENTIFIER
## [6983] UNKN_UNKN
## [6984] UNKN_UNKN
## [6985] UNKN_UNKN
## [6986] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [6987] UNKN_UNKN
## [6988] UNKN_UNKN
## [6989] UNKN_UNKN
## [6990] UNKN_UNKN
## [6991] UNKN_UNKN
## [6992] UNENCRYPTED_IDENTIFIER
## [6993] UNKN_UNKN
## [6994] UNENCRYPTED_IDENTIFIER
## [6995] UNENCRYPTED_IDENTIFIER
## [6996] UNKN_UNKN
## [6997] UNKN_UNKN
## [6998] UNKN_UNKN
## [6999] UNKN_UNKN
## [7000] UNENCRYPTED_IDENTIFIER
## [7001] UNKN_UNKN
## [7002] UNKN_UNKN
## [7003] UNENCRYPTED_IDENTIFIER
## [7004] UNENCRYPTED_IDENTIFIER
## [7005] ENCRYPTED_IDENTIFIER
## [7006] UNKN_UNKN
## [7007] UNKN_UNKN
## [7008] UNKN_UNKN
## [7009] UNENCRYPTED_IDENTIFIER
## [7010] UNENCRYPTED_UNKN
## [7011] UNKN_UNKN
## [7012] UNENCRYPTED_HEALTH
## [7013] UNENCRYPTED_IDENTIFIER
## [7014] UNKN_UNKN
## [7015] UNKN_UNKN
## [7016] UNENCRYPTED_UNKN
## [7017] UNENCRYPTED_IDENTIFIER
## [7018] UNKN_UNKN
## [7019] UNENCRYPTED_IDENTIFIER
## [7020] UNENCRYPTED_IDENTIFIER
## [7021] UNKN_UNKN
## [7022] UNKN_UNKN
## [7023] UNENCRYPTED_IDENTIFIER
## [7024] UNENCRYPTED_IDENTIFIER
## [7025] UNENCRYPTED_IDENTIFIER
## [7026] UNENCRYPTED_IDENTIFIER
## [7027] UNENCRYPTED_IDENTIFIER
## [7028] UNKN_UNKN
## [7029] UNKN_UNKN
## [7030] UNKN_UNKN
## [7031] UNKN_UNKN
## [7032] UNENCRYPTED_IDENTIFIER
## [7033] UNKN_UNKN
## [7034] UNENCRYPTED_IDENTIFIER
## [7035] UNKN_UNKN
## [7036] UNKN_UNKN
## [7037] UNKN_UNKN
## [7038] UNENCRYPTED_IDENTIFIER
## [7039] ENCRYPTED_IDENTIFIER
## [7040] UNENCRYPTED_IDENTIFIER
## [7041] UNKN_UNKN
## [7042] UNENCRYPTED_IDENTIFIER
## [7043] UNENCRYPTED_IDENTIFIER
## [7044] UNKN_UNKN
## [7045] UNENCRYPTED_IDENTIFIER
## [7046] UNKN_UNKN
## [7047] UNENCRYPTED_IDENTIFIER
## [7048] UNKN_UNKN
## [7049] UNKN_UNKN
## [7050] UNKN_UNKN
## [7051] UNKN_UNKN
## [7052] UNKN_UNKN
## [7053] UNKN_UNKN
## [7054] UNENCRYPTED_HEALTH
## [7055] UNKN_UNKN
## [7056] UNENCRYPTED_IDENTIFIER
## [7057] UNKN_UNKN
## [7058] UNKN_UNKN
## [7059] UNENCRYPTED_IDENTIFIER
## [7060] UNENCRYPTED_IDENTIFIER
## [7061] UNKN_UNKN
## [7062] UNENCRYPTED_IDENTIFIER
## [7063] UNKN_UNKN
## [7064] UNKN_UNKN
## [7065] UNKN_UNKN
## [7066] UNENCRYPTED_IDENTIFIER
## [7067] UNENCRYPTED_IDENTIFIER
## [7068] UNENCRYPTED_IDENTIFIER
## [7069] UNENCRYPTED_IDENTIFIER
## [7070] UNENCRYPTED_IDENTIFIER
## [7071] UNKN_UNKN
## [7072] UNKN_UNKN
## [7073] UNKN_UNKN
## [7074] UNKN_UNKN
## [7075] UNENCRYPTED_IDENTIFIER
## [7076] UNKN_UNKN
## [7077] UNENCRYPTED_IDENTIFIER
## [7078] UNKN_UNKN
## [7079] UNENCRYPTED_IDENTIFIER
## [7080] UNKN_UNKN
## [7081] UNENCRYPTED_IDENTIFIER
## [7082] UNENCRYPTED_IDENTIFIER
## [7083] UNKN_UNKN
## [7084] UNENCRYPTED_IDENTIFIER
## [7085] UNENCRYPTED_IDENTIFIER
## [7086] UNKN_UNKN
## [7087] UNKN_UNKN
## [7088] UNKN_UNKN
## [7089] UNENCRYPTED_IDENTIFIER
## [7090] UNENCRYPTED_IDENTIFIER
## [7091] UNENCRYPTED_IDENTIFIER
## [7092] UNKN_UNKN
## [7093] UNENCRYPTED_SENSITIVE-GOV
## [7094] UNKN_UNKN
## [7095] UNKN_UNKN
## [7096] UNENCRYPTED_IDENTIFIER
## [7097] UNENCRYPTED_IDENTIFIER
## [7098] UNENCRYPTED_IDENTIFIER
## [7099] UNENCRYPTED_IDENTIFIER
## [7100] UNKN_UNKN
## [7101] UNKN_UNKN
## [7102] UNENCRYPTED_IDENTIFIER
## [7103] UNENCRYPTED_IDENTIFIER
## [7104] UNKN_UNKN
## [7105] UNENCRYPTED_IDENTIFIER
## [7106] UNENCRYPTED_IDENTIFIER
## [7107] UNENCRYPTED_IDENTIFIER
## [7108] UNKN_UNKN
## [7109] UNKN_UNKN
## [7110] UNKN_UNKN
## [7111] UNKN_UNKN
## [7112] UNENCRYPTED_IDENTIFIER
## [7113] UNENCRYPTED_IDENTIFIER
## [7114] UNENCRYPTED_IDENTIFIER
## [7115] UNENCRYPTED_IDENTIFIER
## [7116] UNENCRYPTED_HEALTH
## [7117] UNENCRYPTED_IDENTIFIER
## [7118] UNKN_UNKN
## [7119] UNKN_UNKN
## [7120] UNKN_UNKN
## [7121] UNKN_UNKN
## [7122] UNENCRYPTED_IDENTIFIER
## [7123] UNENCRYPTED_IDENTIFIER
## [7124] UNENCRYPTED_IDENTIFIER
## [7125] UNKN_UNKN
## [7126] UNENCRYPTED_IDENTIFIER
## [7127] UNKN_UNKN
## [7128] UNENCRYPTED_IDENTIFIER
## [7129] UNKN_UNKN
## [7130] UNKN_UNKN
## [7131] UNKN_UNKN
## [7132] UNKN_UNKN
## [7133] UNENCRYPTED_IDENTIFIER
## [7134] UNKN_UNKN
## [7135] UNENCRYPTED_IDENTIFIER
## [7136] UNENCRYPTED_IDENTIFIER
## [7137] UNKN_UNKN
## [7138] UNENCRYPTED_IDENTIFIER
## [7139] UNENCRYPTED_IDENTIFIER
## [7140] UNKN_UNKN
## [7141] UNKN_UNKN
## [7142] UNKN_UNKN
## [7143] UNKN_UNKN
## [7144] UNKN_UNKN
## [7145] UNENCRYPTED_IDENTIFIER
## [7146] UNENCRYPTED_IDENTIFIER
## [7147] UNKN_UNKN
## [7148] UNENCRYPTED_IDENTIFIER
## [7149] UNENCRYPTED_IDENTIFIER
## [7150] UNENCRYPTED_IDENTIFIER
## [7151] UNKN_UNKN
## [7152] UNENCRYPTED_IDENTIFIER
## [7153] UNKN_UNKN
## [7154] UNKN_UNKN
## [7155] UNENCRYPTED_IDENTIFIER
## [7156] UNKN_UNKN
## [7157] UNENCRYPTED_IDENTIFIER
## [7158] UNENCRYPTED_IDENTIFIER
## [7159] UNENCRYPTED_IDENTIFIER
## [7160] UNENCRYPTED_IDENTIFIER
## [7161] UNENCRYPTED_IDENTIFIER
## [7162] UNKN_UNKN
## [7163] UNENCRYPTED_IDENTIFIER
## [7164] UNKN_UNKN
## [7165] UNKN_UNKN
## [7166] UNENCRYPTED_IDENTIFIER
## [7167] UNKN_UNKN
## [7168] UNENCRYPTED_IDENTIFIER
## [7169] UNKN_UNKN
## [7170] UNENCRYPTED_IDENTIFIER
## [7171] UNKN_UNKN
## [7172] UNENCRYPTED_IDENTIFIER
## [7173] UNKN_UNKN
## [7174] UNKN_UNKN
## [7175] UNKN_UNKN
## [7176] UNKN_UNKN
## [7177] UNENCRYPTED_HEALTH
## [7178] UNKN_UNKN
## [7179] UNKN_UNKN
## [7180] UNKN_UNKN
## [7181] UNKN_UNKN
## [7182] UNKN_UNKN
## [7183] UNENCRYPTED_IDENTIFIER
## [7184] UNKN_UNKN
## [7185] UNENCRYPTED_IDENTIFIER
## [7186] UNENCRYPTED_IDENTIFIER
## [7187] UNENCRYPTED_IDENTIFIER
## [7188] UNKN_UNKN
## [7189] UNENCRYPTED_SENSITIVE-LOGIN
## [7190] UNENCRYPTED_IDENTIFIER
## [7191] UNENCRYPTED_IDENTIFIER
## [7192] UNENCRYPTED_IDENTIFIER
## [7193] UNKN_UNKN
## [7194] UNKN_UNKN
## [7195] UNKN_UNKN
## [7196] UNENCRYPTED_IDENTIFIER
## [7197] UNENCRYPTED_IDENTIFIER
## [7198] UNKN_UNKN
## [7199] UNKN_UNKN
## [7200] UNKN_UNKN
## [7201] UNKN_UNKN
## [7202] UNKN_UNKN
## [7203] UNKN_UNKN
## [7204] UNKN_UNKN
## [7205] UNENCRYPTED_IDENTIFIER
## [7206] UNKN_UNKN
## [7207] UNENCRYPTED_IDENTIFIER
## [7208] UNENCRYPTED_IDENTIFIER
## [7209] UNENCRYPTED_IDENTIFIER
## [7210] UNKN_UNKN
## [7211] UNENCRYPTED_IDENTIFIER
## [7212] UNENCRYPTED_IDENTIFIER
## [7213] UNKN_UNKN
## [7214] UNKN_UNKN
## [7215] UNENCRYPTED_IDENTIFIER
## [7216] UNKN_UNKN
## [7217] UNKN_UNKN
## [7218] UNKN_UNKN
## [7219] UNKN_UNKN
## [7220] UNENCRYPTED_HEALTH
## [7221] UNENCRYPTED_IDENTIFIER
## [7222] UNENCRYPTED_IDENTIFIER
## [7223] UNENCRYPTED_IDENTIFIER
## [7224] UNENCRYPTED_IDENTIFIER
## [7225] UNENCRYPTED_IDENTIFIER
## [7226] UNENCRYPTED_SENSITIVE-LOGIN
## [7227] UNENCRYPTED_IDENTIFIER
## [7228] UNENCRYPTED_IDENTIFIER
## [7229] UNENCRYPTED_IDENTIFIER
## [7230] UNENCRYPTED_IDENTIFIER
## [7231] UNENCRYPTED_IDENTIFIER
## [7232] UNKN_UNKN
## [7233] UNENCRYPTED_IDENTIFIER
## [7234] UNKN_UNKN
## [7235] UNKN_UNKN
## [7236] UNENCRYPTED_IDENTIFIER
## [7237] UNKN_UNKN
## [7238] UNENCRYPTED_IDENTIFIER
## [7239] UNKN_UNKN
## [7240] UNENCRYPTED_IDENTIFIER
## [7241] UNENCRYPTED_IDENTIFIER
## [7242] UNENCRYPTED_IDENTIFIER
## [7243] UNENCRYPTED_IDENTIFIER
## [7244] UNKN_UNKN
## [7245] UNENCRYPTED_IDENTIFIER
## [7246] UNKN_UNKN
## [7247] UNENCRYPTED_IDENTIFIER
## [7248] UNKN_UNKN
## [7249] UNKN_UNKN
## [7250] UNENCRYPTED_IDENTIFIER
## [7251] UNKN_UNKN
## [7252] UNKN_UNKN
## [7253] UNKN_UNKN
## [7254] UNKN_UNKN
## [7255] UNENCRYPTED_IDENTIFIER
## [7256] UNENCRYPTED_IDENTIFIER
## [7257] UNENCRYPTED_IDENTIFIER
## [7258] UNENCRYPTED_IDENTIFIER
## [7259] UNENCRYPTED_IDENTIFIER
## [7260] UNKN_UNKN
## [7261] UNENCRYPTED_IDENTIFIER
## [7262] UNENCRYPTED_IDENTIFIER
## [7263] UNKN_UNKN
## [7264] UNKN_UNKN
## [7265] UNENCRYPTED_IDENTIFIER
## [7266] UNKN_UNKN
## [7267] UNENCRYPTED_IDENTIFIER
## [7268] UNKN_UNKN
## [7269] UNKN_UNKN
## [7270] UNENCRYPTED_IDENTIFIER
## [7271] UNENCRYPTED_IDENTIFIER
## [7272] UNKN_UNKN
## [7273] UNENCRYPTED_IDENTIFIER
## [7274] UNKN_UNKN
## [7275] UNENCRYPTED_IDENTIFIER
## [7276] UNENCRYPTED_IDENTIFIER
## [7277] UNKN_UNKN
## [7278] UNENCRYPTED_IDENTIFIER
## [7279] UNKN_UNKN
## [7280] UNKN_UNKN
## [7281] UNKN_UNKN
## [7282] UNKN_UNKN
## [7283] UNKN_UNKN
## [7284] UNENCRYPTED_IDENTIFIER
## [7285] UNKN_UNKN
## [7286] UNKN_UNKN
## [7287] UNKN_UNKN
## [7288] UNENCRYPTED_IDENTIFIER
## [7289] UNKN_UNKN
## [7290] UNKN_UNKN
## [7291] UNKN_UNKN
## [7292] UNKN_UNKN
## [7293] UNENCRYPTED_IDENTIFIER
## [7294] UNENCRYPTED_UNKN
## [7295] UNKN_UNKN
## [7296] UNKN_UNKN
## [7297] UNENCRYPTED_UNKN
## [7298] UNKN_UNKN
## [7299] UNKN_UNKN
## [7300] UNENCRYPTED_IDENTIFIER
## [7301] UNENCRYPTED_HEALTH
## [7302] UNENCRYPTED_IDENTIFIER
## [7303] UNENCRYPTED_IDENTIFIER
## [7304] UNKN_UNKN
## [7305] UNKN_UNKN
## [7306] UNKN_UNKN
## [7307] UNKN_UNKN
## [7308] UNKN_UNKN
## [7309] UNKN_UNKN
## [7310] UNKN_UNKN
## [7311] UNKN_UNKN
## [7312] UNKN_UNKN
## [7313] UNKN_UNKN
## [7314] UNENCRYPTED_IDENTIFIER
## [7315] UNKN_UNKN
## [7316] UNKN_UNKN
## [7317] UNKN_UNKN
## [7318] UNENCRYPTED_HEALTH
## [7319] UNENCRYPTED_SENSITIVE-GOV
## [7320] UNKN_UNKN
## [7321] UNKN_UNKN
## [7322] ENCRYPTED_IDENTIFIER
## [7323] UNKN_UNKN
## [7324] UNKN_UNKN
## [7325] UNKN_UNKN
## [7326] UNKN_UNKN
## [7327] UNKN_UNKN
## [7328] UNKN_UNKN
## [7329] UNKN_UNKN
## [7330] UNKN_UNKN
## [7331] UNKN_UNKN
## [7332] UNKN_UNKN
## [7333] UNENCRYPTED_IDENTIFIER
## [7334] UNENCRYPTED_IDENTIFIER
## [7335] UNENCRYPTED_IDENTIFIER
## [7336] UNKN_UNKN
## [7337] UNKN_UNKN
## [7338] UNKN_UNKN
## [7339] UNENCRYPTED_UNKN
## [7340] UNENCRYPTED_IDENTIFIER
## [7341] UNKN_UNKN
## [7342] UNENCRYPTED_IDENTIFIER
## [7343] UNENCRYPTED_HEALTH
## [7344] UNENCRYPTED_HEALTH
## [7345] UNKN_UNKN
## [7346] UNENCRYPTED_IDENTIFIER
## [7347] UNKN_UNKN
## [7348] UNKN_UNKN
## [7349] UNKN_UNKN
## [7350] UNENCRYPTED_IDENTIFIER
## [7351] UNKN_UNKN
## [7352] UNKN_UNKN
## [7353] UNKN_UNKN
## [7354] UNKN_UNKN
## [7355] UNENCRYPTED_IDENTIFIER
## [7356] UNENCRYPTED_IDENTIFIER
## [7357] UNENCRYPTED_IDENTIFIER
## [7358] UNKN_UNKN
## [7359] UNKN_UNKN
## [7360] UNENCRYPTED_IDENTIFIER
## [7361] UNENCRYPTED_IDENTIFIER
## [7362] UNENCRYPTED_IDENTIFIER
## [7363] UNKN_UNKN
## [7364] UNKN_UNKN
## [7365] UNENCRYPTED_IDENTIFIER
## [7366] UNKN_UNKN
## [7367] UNKN_UNKN
## [7368] UNENCRYPTED_IDENTIFIER
## [7369] UNKN_UNKN
## [7370] UNENCRYPTED_IDENTIFIER
## [7371] UNENCRYPTED_IDENTIFIER
## [7372] UNENCRYPTED_IDENTIFIER
## [7373] UNENCRYPTED_IDENTIFIER
## [7374] UNENCRYPTED_IDENTIFIER
## [7375] UNKN_UNKN
## [7376] UNENCRYPTED_IDENTIFIER
## [7377] UNKN_UNKN
## [7378] UNENCRYPTED_IDENTIFIER
## [7379] UNENCRYPTED_IDENTIFIER
## [7380] UNKN_UNKN
## [7381] UNENCRYPTED_IDENTIFIER
## [7382] UNENCRYPTED_IDENTIFIER
## [7383] UNKN_UNKN
## [7384] UNENCRYPTED_HEALTH
## [7385] UNENCRYPTED_IDENTIFIER
## [7386] UNENCRYPTED_IDENTIFIER
## [7387] UNENCRYPTED_IDENTIFIER
## [7388] UNENCRYPTED_IDENTIFIER
## [7389] UNKN_UNKN
## [7390] UNENCRYPTED_HEALTH
## [7391] UNENCRYPTED_IDENTIFIER
## [7392] UNENCRYPTED_HEALTH
## [7393] UNENCRYPTED_IDENTIFIER
## [7394] UNKN_UNKN
## [7395] UNENCRYPTED_IDENTIFIER
## [7396] UNKN_UNKN
## [7397] UNKN_UNKN
## [7398] UNENCRYPTED_IDENTIFIER
## [7399] UNENCRYPTED_IDENTIFIER
## [7400] UNENCRYPTED_IDENTIFIER
## [7401] UNENCRYPTED_IDENTIFIER
## [7402] UNKN_UNKN
## [7403] UNENCRYPTED_IDENTIFIER
## [7404] UNENCRYPTED_IDENTIFIER
## [7405] UNKN_UNKN
## [7406] UNKN_UNKN
## [7407] UNKN_UNKN
## [7408] UNENCRYPTED_IDENTIFIER
## [7409] UNKN_UNKN
## [7410] UNENCRYPTED_IDENTIFIER
## [7411] UNENCRYPTED_UNKN
## [7412] UNKN_UNKN
## [7413] UNENCRYPTED_IDENTIFIER
## [7414] UNKN_UNKN
## [7415] UNKN_UNKN
## [7416] UNENCRYPTED_UNKN
## [7417] UNKN_UNKN
## [7418] UNENCRYPTED_IDENTIFIER
## [7419] UNENCRYPTED_IDENTIFIER
## [7420] UNENCRYPTED_IDENTIFIER
## [7421] UNENCRYPTED_IDENTIFIER
## [7422] UNENCRYPTED_IDENTIFIER
## [7423] UNENCRYPTED_IDENTIFIER
## [7424] UNENCRYPTED_IDENTIFIER
## [7425] UNKN_UNKN
## [7426] UNENCRYPTED_IDENTIFIER
## [7427] UNKN_UNKN
## [7428] UNKN_UNKN
## [7429] UNKN_UNKN
## [7430] UNENCRYPTED_UNKN
## [7431] UNKN_UNKN
## [7432] UNENCRYPTED_IDENTIFIER
## [7433] UNKN_UNKN
## [7434] UNKN_UNKN
## [7435] UNENCRYPTED_IDENTIFIER
## [7436] UNKN_UNKN
## [7437] UNKN_UNKN
## [7438] UNKN_UNKN
## [7439] UNKN_UNKN
## [7440] UNENCRYPTED_IDENTIFIER
## [7441] UNENCRYPTED_IDENTIFIER
## [7442] UNENCRYPTED_SENSITIVE-LOGIN
## [7443] UNKN_UNKN
## [7444] UNKN_UNKN
## [7445] UNKN_UNKN
## [7446] UNKN_UNKN
## [7447] UNENCRYPTED_SENSITIVE-LOGIN
## [7448] UNKN_UNKN
## [7449] UNKN_UNKN
## [7450] UNENCRYPTED_IDENTIFIER
## [7451] UNKN_UNKN
## [7452] UNKN_UNKN
## [7453] UNENCRYPTED_IDENTIFIER
## [7454] UNKN_UNKN
## [7455] UNENCRYPTED_IDENTIFIER
## [7456] UNENCRYPTED_IDENTIFIER
## [7457] UNKN_UNKN
## [7458] UNENCRYPTED_IDENTIFIER
## [7459] UNKN_UNKN
## [7460] UNKN_UNKN
## [7461] UNENCRYPTED_IDENTIFIER
## [7462] UNKN_UNKN
## [7463] UNKN_UNKN
## [7464] UNENCRYPTED_IDENTIFIER
## [7465] UNKN_UNKN
## [7466] UNENCRYPTED_IDENTIFIER
## [7467] UNKN_UNKN
## [7468] UNKN_UNKN
## [7469] UNENCRYPTED_IDENTIFIER
## [7470] UNKN_UNKN
## [7471] UNKN_UNKN
## [7472] UNENCRYPTED_SENSITIVE-GOV
## [7473] UNENCRYPTED_IDENTIFIER
## [7474] UNENCRYPTED_IDENTIFIER
## [7475] UNKN_UNKN
## [7476] UNENCRYPTED_IDENTIFIER
## [7477] UNENCRYPTED_IDENTIFIER
## [7478] UNKN_UNKN
## [7479] UNKN_UNKN
## [7480] UNKN_UNKN
## [7481] UNENCRYPTED_IDENTIFIER
## [7482] UNENCRYPTED_IDENTIFIER
## [7483] UNKN_UNKN
## [7484] UNKN_UNKN
## [7485] UNKN_UNKN
## [7486] UNENCRYPTED_IDENTIFIER
## [7487] UNKN_UNKN
## [7488] UNKN_UNKN
## [7489] UNKN_UNKN
## [7490] UNENCRYPTED_IDENTIFIER
## [7491] UNENCRYPTED_IDENTIFIER
## [7492] UNKN_UNKN
## [7493] UNKN_UNKN
## [7494] UNENCRYPTED_IDENTIFIER
## [7495] UNKN_UNKN
## [7496] UNKN_UNKN
## [7497] UNKN_UNKN
## [7498] UNENCRYPTED_IDENTIFIER
## [7499] UNENCRYPTED_IDENTIFIER
## [7500] UNKN_UNKN
## [7501] UNKN_UNKN
## [7502] UNKN_UNKN
## [7503] UNENCRYPTED_IDENTIFIER
## [7504] UNKN_UNKN
## [7505] UNENCRYPTED_IDENTIFIER
## [7506] UNKN_UNKN
## [7507] UNKN_UNKN
## [7508] UNKN_UNKN
## [7509] UNENCRYPTED_UNKN
## [7510] UNKN_UNKN
## [7511] UNKN_UNKN
## [7512] UNKN_UNKN
## [7513] UNENCRYPTED_IDENTIFIER
## [7514] UNKN_UNKN
## [7515] UNENCRYPTED_IDENTIFIER
## [7516] UNENCRYPTED_IDENTIFIER
## [7517] UNENCRYPTED_IDENTIFIER
## [7518] UNKN_UNKN
## [7519] UNENCRYPTED_IDENTIFIER
## [7520] UNENCRYPTED_IDENTIFIER
## [7521] UNKN_UNKN
## [7522] UNENCRYPTED_COMMERCIAL
## [7523] UNKN_UNKN
## [7524] UNENCRYPTED_IDENTIFIER
## [7525] UNENCRYPTED_HEALTH
## [7526] UNKN_UNKN
## [7527] UNKN_UNKN
## [7528] UNENCRYPTED_IDENTIFIER
## [7529] UNKN_UNKN
## [7530] UNENCRYPTED_IDENTIFIER
## [7531] UNKN_UNKN
## [7532] UNKN_UNKN
## [7533] UNENCRYPTED_IDENTIFIER
## [7534] UNENCRYPTED_IDENTIFIER
## [7535] UNENCRYPTED_IDENTIFIER
## [7536] UNENCRYPTED_IDENTIFIER
## [7537] UNKN_UNKN
## [7538] UNENCRYPTED_IDENTIFIER
## [7539] UNENCRYPTED_HEALTH
## [7540] UNKN_UNKN
## [7541] UNKN_UNKN
## [7542] UNKN_UNKN
## [7543] UNENCRYPTED_IDENTIFIER
## [7544] UNKN_UNKN
## [7545] UNENCRYPTED_IDENTIFIER
## [7546] UNENCRYPTED_IDENTIFIER
## [7547] UNKN_UNKN
## [7548] UNKN_UNKN
## [7549] UNKN_UNKN
## [7550] UNENCRYPTED_IDENTIFIER
## [7551] UNENCRYPTED_IDENTIFIER
## [7552] UNENCRYPTED_IDENTIFIER
## [7553] UNENCRYPTED_IDENTIFIER
## [7554] UNKN_UNKN
## [7555] UNKN_UNKN
## [7556] UNKN_UNKN
## [7557] UNKN_UNKN
## [7558] UNKN_UNKN
## [7559] UNENCRYPTED_UNKN
## [7560] UNKN_UNKN
## [7561] UNKN_UNKN
## [7562] UNKN_UNKN
## [7563] UNENCRYPTED_IDENTIFIER
## [7564] UNENCRYPTED_IDENTIFIER
## [7565] UNKN_UNKN
## [7566] UNKN_UNKN
## [7567] UNENCRYPTED_IDENTIFIER
## [7568] UNKN_UNKN
## [7569] UNKN_UNKN
## [7570] UNENCRYPTED_IDENTIFIER
## [7571] UNENCRYPTED_IDENTIFIER
## [7572] UNKN_UNKN
## [7573] UNENCRYPTED_IDENTIFIER
## [7574] UNENCRYPTED_IDENTIFIER
## [7575] UNKN_UNKN
## [7576] UNENCRYPTED_IDENTIFIER
## [7577] UNKN_UNKN
## [7578] UNKN_UNKN
## [7579] UNKN_UNKN
## [7580] UNENCRYPTED_IDENTIFIER
## [7581] UNENCRYPTED_IDENTIFIER
## [7582] UNENCRYPTED_IDENTIFIER
## [7583] UNKN_UNKN
## [7584] UNENCRYPTED_IDENTIFIER
## [7585] UNENCRYPTED_HEALTH
## [7586] UNKN_UNKN
## [7587] UNKN_UNKN
## [7588] UNENCRYPTED_IDENTIFIER
## [7589] UNENCRYPTED_IDENTIFIER
## [7590] UNKN_UNKN
## [7591] UNENCRYPTED_IDENTIFIER
## [7592] UNENCRYPTED_IDENTIFIER
## [7593] UNKN_UNKN
## [7594] UNKN_UNKN
## [7595] UNKN_UNKN
## [7596] UNKN_UNKN
## [7597] UNENCRYPTED_IDENTIFIER
## [7598] UNENCRYPTED_IDENTIFIER
## [7599] UNENCRYPTED_IDENTIFIER
## [7600] UNENCRYPTED_IDENTIFIER
## [7601] UNENCRYPTED_IDENTIFIER
## [7602] UNKN_UNKN
## [7603] UNKN_UNKN
## [7604] UNENCRYPTED_IDENTIFIER
## [7605] UNKN_UNKN
## [7606] UNKN_UNKN
## [7607] UNKN_UNKN
## [7608] UNKN_UNKN
## [7609] UNKN_UNKN
## [7610] UNENCRYPTED_IDENTIFIER
## [7611] UNENCRYPTED_IDENTIFIER
## [7612] UNKN_UNKN
## [7613] UNENCRYPTED_IDENTIFIER
## [7614] UNKN_UNKN
## [7615] UNKN_UNKN
## [7616] UNENCRYPTED_HEALTH
## [7617] UNENCRYPTED_IDENTIFIER
## [7618] UNKN_UNKN
## [7619] UNKN_UNKN
## [7620] UNKN_UNKN
## [7621] UNKN_UNKN
## [7622] UNENCRYPTED_IDENTIFIER
## [7623] UNKN_UNKN
## [7624] UNKN_UNKN
## [7625] UNENCRYPTED_SENSITIVE-LOGIN
## [7626] UNENCRYPTED_IDENTIFIER
## [7627] UNENCRYPTED_IDENTIFIER
## [7628] UNKN_UNKN
## [7629] UNKN_UNKN
## [7630] UNENCRYPTED_IDENTIFIER
## [7631] UNKN_UNKN
## [7632] UNKN_UNKN
## [7633] UNENCRYPTED_IDENTIFIER
## [7634] UNKN_UNKN
## [7635] UNENCRYPTED_IDENTIFIER
## [7636] UNENCRYPTED_SENSITIVE-GOV
## [7637] UNENCRYPTED_HEALTH
## [7638] UNENCRYPTED_IDENTIFIER
## [7639] UNKN_UNKN
## [7640] UNENCRYPTED_IDENTIFIER
## [7641] UNKN_UNKN
## [7642] ENCRYPTED_IDENTIFIER
## [7643] UNKN_UNKN
## [7644] UNENCRYPTED_IDENTIFIER
## [7645] UNENCRYPTED_IDENTIFIER
## [7646] UNENCRYPTED_IDENTIFIER
## [7647] UNENCRYPTED_IDENTIFIER
## [7648] UNENCRYPTED_IDENTIFIER
## [7649] UNENCRYPTED_IDENTIFIER
## [7650] UNKN_UNKN
## [7651] UNENCRYPTED_IDENTIFIER
## [7652] UNENCRYPTED_IDENTIFIER
## [7653] UNENCRYPTED_IDENTIFIER
## [7654] UNKN_UNKN
## [7655] UNENCRYPTED_IDENTIFIER
## [7656] UNENCRYPTED_IDENTIFIER
## [7657] UNKN_UNKN
## [7658] UNENCRYPTED_IDENTIFIER
## [7659] UNKN_UNKN
## [7660] UNKN_UNKN
## [7661] UNENCRYPTED_IDENTIFIER
## [7662] UNENCRYPTED_IDENTIFIER
## [7663] UNENCRYPTED_IDENTIFIER
## [7664] UNENCRYPTED_SENSITIVE-LOGIN
## [7665] UNKN_UNKN
## [7666] UNKN_UNKN
## [7667] UNENCRYPTED_IDENTIFIER
## [7668] UNENCRYPTED_IDENTIFIER
## [7669] UNENCRYPTED_IDENTIFIER
## [7670] UNKN_UNKN
## [7671] UNKN_UNKN
## [7672] UNENCRYPTED_IDENTIFIER
## [7673] UNKN_UNKN
## [7674] UNENCRYPTED_HEALTH
## [7675] UNKN_UNKN
## [7676] UNKN_UNKN
## [7677] UNKN_UNKN
## [7678] UNKN_UNKN
## [7679] UNENCRYPTED_UNKN
## [7680] UNENCRYPTED_IDENTIFIER
## [7681] UNENCRYPTED_IDENTIFIER
## [7682] UNENCRYPTED_IDENTIFIER
## [7683] UNENCRYPTED_IDENTIFIER
## [7684] UNENCRYPTED_SENSITIVE-LOGIN
## [7685] UNKN_UNKN
## [7686] UNENCRYPTED_IDENTIFIER
## [7687] UNENCRYPTED_IDENTIFIER
## [7688] UNKN_UNKN
## [7689] UNKN_UNKN
## [7690] UNENCRYPTED_IDENTIFIER
## [7691] UNENCRYPTED_IDENTIFIER
## [7692] UNENCRYPTED_HEALTH
## [7693] UNKN_UNKN
## [7694] UNKN_UNKN
## [7695] UNKN_UNKN
## [7696] UNKN_UNKN
## [7697] UNENCRYPTED_IDENTIFIER
## [7698] UNKN_UNKN
## [7699] UNKN_UNKN
## [7700] UNKN_UNKN
## [7701] UNKN_UNKN
## [7702] UNKN_UNKN
## [7703] UNENCRYPTED_HEALTH
## [7704] UNKN_UNKN
## [7705] UNENCRYPTED_HEALTH
## [7706] UNKN_UNKN
## [7707] UNENCRYPTED_IDENTIFIER
## [7708] UNKN_UNKN
## [7709] UNKN_UNKN
## [7710] UNENCRYPTED_IDENTIFIER
## [7711] UNENCRYPTED_IDENTIFIER
## [7712] UNKN_UNKN
## [7713] UNKN_UNKN
## [7714] UNENCRYPTED_IDENTIFIER
## [7715] UNKN_UNKN
## [7716] UNENCRYPTED_IDENTIFIER
## [7717] UNENCRYPTED_SENSITIVE-LOGIN
## [7718] UNKN_UNKN
## [7719] UNENCRYPTED_IDENTIFIER
## [7720] UNKN_UNKN
## [7721] UNENCRYPTED_IDENTIFIER
## [7722] UNKN_UNKN
## [7723] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [7724] UNENCRYPTED_IDENTIFIER
## [7725] UNKN_UNKN
## [7726] UNENCRYPTED_UNKN
## [7727] UNKN_UNKN
## [7728] UNENCRYPTED_IDENTIFIER
## [7729] UNKN_UNKN
## [7730] UNKN_UNKN
## [7731] UNKN_UNKN
## [7732] UNENCRYPTED_IDENTIFIER
## [7733] UNKN_UNKN
## [7734] UNKN_UNKN
## [7735] UNENCRYPTED_IDENTIFIER
## [7736] UNKN_UNKN
## [7737] UNENCRYPTED_UNKN
## [7738] UNENCRYPTED_IDENTIFIER
## [7739] UNENCRYPTED_IDENTIFIER
## [7740] UNENCRYPTED_IDENTIFIER
## [7741] UNKN_UNKN
## [7742] UNKN_UNKN
## [7743] UNKN_UNKN
## [7744] UNENCRYPTED_IDENTIFIER
## [7745] UNKN_UNKN
## [7746] UNKN_UNKN
## [7747] UNKN_UNKN
## [7748] UNENCRYPTED_IDENTIFIER
## [7749] UNKN_UNKN
## [7750] UNENCRYPTED_UNKN
## [7751] UNENCRYPTED_IDENTIFIER
## [7752] UNKN_UNKN
## [7753] UNENCRYPTED_IDENTIFIER
## [7754] UNKN_UNKN
## [7755] UNENCRYPTED_IDENTIFIER
## [7756] UNKN_UNKN
## [7757] ENCRYPTED_IDENTIFIER
## [7758] UNENCRYPTED_IDENTIFIER
## [7759] UNKN_UNKN
## [7760] UNKN_UNKN
## [7761] UNENCRYPTED_IDENTIFIER
## [7762] UNENCRYPTED_IDENTIFIER
## [7763] UNENCRYPTED_IDENTIFIER
## [7764] UNKN_UNKN
## [7765] UNKN_UNKN
## [7766] UNKN_UNKN
## [7767] UNENCRYPTED_IDENTIFIER
## [7768] UNENCRYPTED_IDENTIFIER
## [7769] UNENCRYPTED_IDENTIFIER
## [7770] UNKN_UNKN
## [7771] UNENCRYPTED_SENSITIVE-LOGIN
## [7772] UNENCRYPTED_IDENTIFIER
## [7773] UNKN_UNKN
## [7774] UNENCRYPTED_IDENTIFIER
## [7775] UNENCRYPTED_IDENTIFIER
## [7776] UNKN_UNKN
## [7777] UNENCRYPTED_IDENTIFIER
## [7778] UNKN_UNKN
## [7779] UNKN_UNKN
## [7780] UNENCRYPTED_IDENTIFIER
## [7781] UNKN_UNKN
## [7782] UNENCRYPTED_IDENTIFIER
## [7783] UNENCRYPTED_IDENTIFIER
## [7784] UNKN_UNKN
## [7785] UNENCRYPTED_IDENTIFIER
## [7786] UNENCRYPTED_IDENTIFIER
## [7787] UNKN_UNKN
## [7788] UNKN_UNKN
## [7789] UNKN_UNKN
## [7790] UNKN_UNKN
## [7791] UNKN_UNKN
## [7792] UNKN_UNKN
## [7793] UNKN_UNKN
## [7794] UNENCRYPTED_IDENTIFIER
## [7795] UNKN_UNKN
## [7796] UNENCRYPTED_UNKN
## [7797] UNKN_UNKN
## [7798] UNENCRYPTED_IDENTIFIER
## [7799] UNKN_UNKN
## [7800] UNKN_UNKN
## [7801] UNKN_UNKN
## [7802] UNENCRYPTED_IDENTIFIER
## [7803] UNENCRYPTED_IDENTIFIER
## [7804] UNENCRYPTED_UNKN
## [7805] UNENCRYPTED_IDENTIFIER
## [7806] UNKN_UNKN
## [7807] UNENCRYPTED_IDENTIFIER
## [7808] UNKN_UNKN
## [7809] UNKN_UNKN
## [7810] UNENCRYPTED_IDENTIFIER
## [7811] UNKN_UNKN
## [7812] UNENCRYPTED_IDENTIFIER
## [7813] UNKN_UNKN
## [7814] UNENCRYPTED_IDENTIFIER
## [7815] UNENCRYPTED_IDENTIFIER
## [7816] UNENCRYPTED_HEALTH
## [7817] UNENCRYPTED_IDENTIFIER
## [7818] UNKN_UNKN
## [7819] UNENCRYPTED_UNKN
## [7820] UNKN_UNKN
## [7821] UNENCRYPTED_IDENTIFIER
## [7822] UNKN_UNKN
## [7823] UNKN_UNKN
## [7824] UNKN_UNKN
## [7825] UNKN_UNKN
## [7826] UNKN_UNKN
## [7827] UNENCRYPTED_IDENTIFIER
## [7828] UNENCRYPTED_IDENTIFIER
## [7829] UNKN_UNKN
## [7830] UNENCRYPTED_IDENTIFIER
## [7831] UNKN_UNKN
## [7832] UNKN_UNKN
## [7833] UNENCRYPTED_IDENTIFIER
## [7834] UNKN_UNKN
## [7835] UNKN_UNKN
## [7836] UNENCRYPTED_IDENTIFIER
## [7837] ENCRYPTED_IDENTIFIER
## [7838] UNENCRYPTED_HEALTH
## [7839] UNKN_UNKN
## [7840] UNKN_UNKN
## [7841] UNENCRYPTED_IDENTIFIER
## [7842] UNENCRYPTED_IDENTIFIER
## [7843] UNENCRYPTED_IDENTIFIER
## [7844] UNKN_UNKN
## [7845] UNENCRYPTED_IDENTIFIER
## [7846] UNENCRYPTED_IDENTIFIER
## [7847] UNKN_UNKN
## [7848] UNENCRYPTED_IDENTIFIER
## [7849] UNKN_UNKN
## [7850] UNENCRYPTED_IDENTIFIER
## [7851] UNENCRYPTED_IDENTIFIER
## [7852] UNKN_UNKN
## [7853] UNENCRYPTED_IDENTIFIER
## [7854] UNENCRYPTED_IDENTIFIER
## [7855] UNKN_UNKN
## [7856] UNKN_UNKN
## [7857] UNKN_UNKN
## [7858] UNENCRYPTED_IDENTIFIER
## [7859] UNENCRYPTED_IDENTIFIER
## [7860] UNKN_UNKN
## [7861] UNENCRYPTED_IDENTIFIER
## [7862] UNKN_UNKN
## [7863] UNENCRYPTED_IDENTIFIER
## [7864] UNKN_UNKN
## [7865] UNKN_UNKN
## [7866] UNENCRYPTED_IDENTIFIER
## [7867] UNENCRYPTED_IDENTIFIER
## [7868] UNKN_UNKN
## [7869] UNENCRYPTED_IDENTIFIER
## [7870] UNENCRYPTED_IDENTIFIER
## [7871] UNENCRYPTED_IDENTIFIER
## [7872] UNENCRYPTED_IDENTIFIER
## [7873] UNKN_UNKN
## [7874] UNKN_UNKN
## [7875] UNENCRYPTED_IDENTIFIER
## [7876] UNENCRYPTED_IDENTIFIER
## [7877] UNENCRYPTED_IDENTIFIER
## [7878] UNKN_UNKN
## [7879] UNKN_UNKN
## [7880] UNENCRYPTED_IDENTIFIER
## [7881] UNKN_UNKN
## [7882] UNKN_UNKN
## [7883] UNENCRYPTED_IDENTIFIER
## [7884] UNKN_UNKN
## [7885] UNENCRYPTED_IDENTIFIER
## [7886] UNENCRYPTED_IDENTIFIER
## [7887] UNENCRYPTED_IDENTIFIER
## [7888] UNKN_UNKN
## [7889] UNKN_UNKN
## [7890] UNENCRYPTED_IDENTIFIER
## [7891] UNKN_UNKN
## [7892] UNKN_UNKN
## [7893] UNKN_UNKN
## [7894] UNKN_UNKN
## [7895] UNKN_UNKN
## [7896] UNENCRYPTED_IDENTIFIER
## [7897] UNKN_UNKN
## [7898] UNENCRYPTED_IDENTIFIER
## [7899] UNKN_UNKN
## [7900] UNKN_UNKN
## [7901] UNENCRYPTED_SENSITIVE-LOGIN
## [7902] UNENCRYPTED_IDENTIFIER
## [7903] UNKN_UNKN
## [7904] UNKN_UNKN
## [7905] UNENCRYPTED_IDENTIFIER
## [7906] UNENCRYPTED_IDENTIFIER
## [7907] UNENCRYPTED_IDENTIFIER
## [7908] UNENCRYPTED_IDENTIFIER
## [7909] UNENCRYPTED_IDENTIFIER
## [7910] UNKN_UNKN
## [7911] UNKN_UNKN
## [7912] UNENCRYPTED_IDENTIFIER
## [7913] UNENCRYPTED_IDENTIFIER
## [7914] UNENCRYPTED_IDENTIFIER
## [7915] UNENCRYPTED_IDENTIFIER
## [7916] UNENCRYPTED_IDENTIFIER
## [7917] UNKN_UNKN
## [7918] UNENCRYPTED_IDENTIFIER
## [7919] UNKN_UNKN
## [7920] UNKN_UNKN
## [7921] UNKN_UNKN
## [7922] UNKN_UNKN
## [7923] UNENCRYPTED_SENSITIVE-GOV
## [7924] UNKN_UNKN
## [7925] UNENCRYPTED_IDENTIFIER
## [7926] UNKN_UNKN
## [7927] UNKN_UNKN
## [7928] UNKN_UNKN
## [7929] UNKN_UNKN
## [7930] UNKN_UNKN
## [7931] UNENCRYPTED_IDENTIFIER
## [7932] UNENCRYPTED_IDENTIFIER
## [7933] UNENCRYPTED_IDENTIFIER
## [7934] UNENCRYPTED_IDENTIFIER
## [7935] UNENCRYPTED_IDENTIFIER
## [7936] UNKN_UNKN
## [7937] UNENCRYPTED_SENSITIVE-LOGIN
## [7938] UNKN_UNKN
## [7939] UNENCRYPTED_IDENTIFIER
## [7940] UNENCRYPTED_IDENTIFIER
## [7941] UNENCRYPTED_HEALTH
## [7942] UNENCRYPTED_IDENTIFIER
## [7943] UNKN_UNKN
## [7944] UNKN_UNKN
## [7945] UNENCRYPTED_UNKN
## [7946] UNENCRYPTED_IDENTIFIER
## [7947] UNKN_UNKN
## [7948] UNENCRYPTED_IDENTIFIER
## [7949] UNENCRYPTED_IDENTIFIER
## [7950] UNKN_UNKN
## [7951] UNKN_UNKN
## [7952] UNKN_UNKN
## [7953] UNENCRYPTED_IDENTIFIER
## [7954] UNENCRYPTED_IDENTIFIER
## [7955] UNKN_UNKN
## [7956] UNENCRYPTED_IDENTIFIER
## [7957] UNKN_UNKN
## [7958] UNENCRYPTED_IDENTIFIER
## [7959] UNENCRYPTED_SENSITIVE-LOGIN
## [7960] UNKN_UNKN
## [7961] UNENCRYPTED_IDENTIFIER
## [7962] UNENCRYPTED_IDENTIFIER
## [7963] UNENCRYPTED_HEALTH
## [7964] UNENCRYPTED_IDENTIFIER
## [7965] UNKN_UNKN
## [7966] UNENCRYPTED_IDENTIFIER
## [7967] UNENCRYPTED_HEALTH
## [7968] UNKN_UNKN
## [7969] UNENCRYPTED_IDENTIFIER
## [7970] UNENCRYPTED_IDENTIFIER
## [7971] UNENCRYPTED_IDENTIFIER
## [7972] UNENCRYPTED_IDENTIFIER
## [7973] UNENCRYPTED_HEALTH
## [7974] UNKN_UNKN
## [7975] UNKN_UNKN
## [7976] UNENCRYPTED_IDENTIFIER
## [7977] UNENCRYPTED_IDENTIFIER
## [7978] UNENCRYPTED_IDENTIFIER
## [7979] UNENCRYPTED_IDENTIFIER
## [7980] UNENCRYPTED_UNKN
## [7981] UNENCRYPTED_IDENTIFIER
## [7982] UNENCRYPTED_IDENTIFIER
## [7983] UNKN_UNKN
## [7984] UNENCRYPTED_IDENTIFIER
## [7985] UNENCRYPTED_IDENTIFIER
## [7986] UNENCRYPTED_IDENTIFIER
## [7987] UNENCRYPTED_IDENTIFIER
## [7988] UNKN_UNKN
## [7989] UNKN_UNKN
## [7990] UNENCRYPTED_IDENTIFIER
## [7991] UNKN_UNKN
## [7992] UNKN_UNKN
## [7993] UNENCRYPTED_IDENTIFIER
## [7994] UNENCRYPTED_IDENTIFIER
## [7995] UNENCRYPTED_IDENTIFIER
## [7996] UNENCRYPTED_IDENTIFIER
## [7997] UNENCRYPTED_IDENTIFIER
## [7998] UNENCRYPTED_IDENTIFIER
## [7999] UNKN_UNKN
## [8000] UNENCRYPTED_UNKN
## [8001] UNENCRYPTED_HEALTH
## [8002] UNENCRYPTED_IDENTIFIER
## [8003] UNKN_UNKN
## [8004] UNENCRYPTED_IDENTIFIER
## [8005] UNKN_UNKN
## [8006] UNENCRYPTED_IDENTIFIER
## [8007] UNKN_UNKN
## [8008] UNENCRYPTED_IDENTIFIER
## [8009] UNENCRYPTED_IDENTIFIER
## [8010] UNENCRYPTED_IDENTIFIER
## [8011] UNENCRYPTED_IDENTIFIER
## [8012] UNENCRYPTED_IDENTIFIER
## [8013] UNKN_UNKN
## [8014] UNKN_UNKN
## [8015] UNENCRYPTED_IDENTIFIER
## [8016] UNKN_UNKN
## [8017] UNENCRYPTED_IDENTIFIER
## [8018] UNENCRYPTED_IDENTIFIER
## [8019] UNKN_UNKN
## [8020] UNKN_UNKN
## [8021] UNENCRYPTED_IDENTIFIER
## [8022] UNENCRYPTED_IDENTIFIER
## [8023] UNENCRYPTED_IDENTIFIER
## [8024] UNENCRYPTED_IDENTIFIER
## [8025] UNKN_UNKN
## [8026] UNENCRYPTED_IDENTIFIER
## [8027] UNKN_UNKN
## [8028] UNKN_UNKN
## [8029] UNKN_UNKN
## [8030] UNKN_UNKN
## [8031] UNKN_UNKN
## [8032] UNENCRYPTED_IDENTIFIER
## [8033] UNENCRYPTED_IDENTIFIER
## [8034] UNKN_UNKN
## [8035] UNKN_UNKN
## [8036] UNKN_UNKN
## [8037] UNKN_UNKN
## [8038] UNENCRYPTED_IDENTIFIER
## [8039] UNENCRYPTED_IDENTIFIER
## [8040] UNENCRYPTED_IDENTIFIER
## [8041] UNKN_UNKN
## [8042] UNENCRYPTED_IDENTIFIER
## [8043] UNENCRYPTED_IDENTIFIER
## [8044] UNKN_UNKN
## [8045] UNENCRYPTED_COMMERCIAL
## [8046] UNENCRYPTED_IDENTIFIER
## [8047] UNENCRYPTED_IDENTIFIER
## [8048] UNKN_UNKN
## [8049] UNENCRYPTED_IDENTIFIER
## [8050] UNENCRYPTED_IDENTIFIER
## [8051] UNKN_UNKN
## [8052] UNKN_UNKN
## [8053] UNKN_UNKN
## [8054] UNENCRYPTED_IDENTIFIER
## [8055] UNENCRYPTED_IDENTIFIER
## [8056] UNENCRYPTED_IDENTIFIER
## [8057] UNKN_UNKN
## [8058] UNENCRYPTED_IDENTIFIER
## [8059] UNENCRYPTED_IDENTIFIER
## [8060] UNKN_UNKN
## [8061] UNKN_UNKN
## [8062] UNKN_UNKN
## [8063] UNKN_UNKN
## [8064] UNKN_UNKN
## [8065] UNKN_UNKN
## [8066] ENCRYPTED_IDENTIFIER
## [8067] UNENCRYPTED_IDENTIFIER
## [8068] UNKN_UNKN
## [8069] UNENCRYPTED_IDENTIFIER
## [8070] UNENCRYPTED_IDENTIFIER
## [8071] UNKN_UNKN
## [8072] UNKN_UNKN
## [8073] UNENCRYPTED_UNKN
## [8074] UNENCRYPTED_IDENTIFIER
## [8075] UNKN_UNKN
## [8076] UNKN_UNKN
## [8077] UNKN_UNKN
## [8078] UNENCRYPTED_UNKN
## [8079] UNKN_UNKN
## [8080] UNKN_UNKN
## [8081] UNKN_UNKN
## [8082] UNKN_UNKN
## [8083] UNKN_UNKN
## [8084] UNENCRYPTED_IDENTIFIER
## [8085] UNENCRYPTED_IDENTIFIER
## [8086] UNKN_UNKN
## [8087] UNENCRYPTED_IDENTIFIER
## [8088] UNENCRYPTED_IDENTIFIER
## [8089] UNENCRYPTED_IDENTIFIER
## [8090] UNENCRYPTED_HEALTH
## [8091] UNKN_UNKN
## [8092] UNKN_UNKN
## [8093] UNENCRYPTED_IDENTIFIER
## [8094] UNKN_UNKN
## [8095] UNKN_UNKN
## [8096] UNENCRYPTED_IDENTIFIER
## [8097] UNENCRYPTED_IDENTIFIER
## [8098] UNKN_UNKN
## [8099] UNENCRYPTED_IDENTIFIER
## [8100] UNENCRYPTED_IDENTIFIER
## [8101] UNKN_UNKN
## [8102] UNKN_UNKN
## [8103] UNENCRYPTED_IDENTIFIER
## [8104] UNKN_UNKN
## [8105] UNKN_UNKN
## [8106] UNENCRYPTED_IDENTIFIER
## [8107] UNENCRYPTED_IDENTIFIER
## [8108] UNKN_UNKN
## [8109] UNENCRYPTED_IDENTIFIER
## [8110] UNKN_UNKN
## [8111] UNENCRYPTED_IDENTIFIER
## [8112] UNENCRYPTED_IDENTIFIER
## [8113] UNENCRYPTED_IDENTIFIER
## [8114] UNENCRYPTED_IDENTIFIER
## [8115] UNKN_UNKN
## [8116] UNENCRYPTED_UNKN
## [8117] UNENCRYPTED_IDENTIFIER
## [8118] UNKN_UNKN
## [8119] UNKN_UNKN
## [8120] UNENCRYPTED_IDENTIFIER
## [8121] UNKN_UNKN
## [8122] UNENCRYPTED_IDENTIFIER
## [8123] UNKN_UNKN
## [8124] UNENCRYPTED_IDENTIFIER
## [8125] UNENCRYPTED_IDENTIFIER
## [8126] UNKN_UNKN
## [8127] UNKN_UNKN
## [8128] UNENCRYPTED_IDENTIFIER
## [8129] UNENCRYPTED_IDENTIFIER
## [8130] UNENCRYPTED_IDENTIFIER
## [8131] UNKN_UNKN
## [8132] UNENCRYPTED_IDENTIFIER
## [8133] UNKN_UNKN
## [8134] UNKN_UNKN
## [8135] UNKN_UNKN
## [8136] UNENCRYPTED_IDENTIFIER
## [8137] UNKN_UNKN
## [8138] UNKN_UNKN
## [8139] UNKN_UNKN
## [8140] UNENCRYPTED_IDENTIFIER
## [8141] UNENCRYPTED_IDENTIFIER
## [8142] UNKN_UNKN
## [8143] UNKN_UNKN
## [8144] UNKN_UNKN
## [8145] UNENCRYPTED_IDENTIFIER
## [8146] UNKN_UNKN
## [8147] UNKN_UNKN
## [8148] UNENCRYPTED_IDENTIFIER
## [8149] UNKN_UNKN
## [8150] UNKN_UNKN
## [8151] UNKN_UNKN
## [8152] UNKN_UNKN
## [8153] UNKN_UNKN
## [8154] UNKN_UNKN
## [8155] UNENCRYPTED_HEALTH
## [8156] UNKN_UNKN
## [8157] UNENCRYPTED_SENSITIVE-GOV
## [8158] UNKN_UNKN
## [8159] UNENCRYPTED_IDENTIFIER
## [8160] UNKN_UNKN
## [8161] UNENCRYPTED_IDENTIFIER
## [8162] UNENCRYPTED_UNKN
## [8163] UNKN_UNKN
## [8164] UNKN_UNKN
## [8165] UNKN_UNKN
## [8166] UNKN_UNKN
## [8167] UNKN_UNKN
## [8168] UNENCRYPTED_IDENTIFIER
## [8169] UNKN_UNKN
## [8170] UNENCRYPTED_IDENTIFIER
## [8171] UNKN_UNKN
## [8172] UNENCRYPTED_HEALTH
## [8173] UNENCRYPTED_IDENTIFIER
## [8174] UNKN_UNKN
## [8175] UNENCRYPTED_IDENTIFIER
## [8176] UNKN_UNKN
## [8177] UNENCRYPTED_IDENTIFIER
## [8178] UNKN_UNKN
## [8179] UNENCRYPTED_IDENTIFIER
## [8180] UNENCRYPTED_IDENTIFIER
## [8181] UNKN_UNKN
## [8182] UNKN_UNKN
## [8183] UNENCRYPTED_IDENTIFIER
## [8184] UNKN_UNKN
## [8185] UNKN_UNKN
## [8186] UNKN_UNKN
## [8187] UNKN_UNKN
## [8188] UNENCRYPTED_IDENTIFIER
## [8189] UNKN_UNKN
## [8190] UNKN_UNKN
## [8191] UNKN_UNKN
## [8192] UNKN_UNKN
## [8193] UNENCRYPTED_IDENTIFIER
## [8194] UNENCRYPTED_IDENTIFIER
## [8195] UNENCRYPTED_IDENTIFIER
## [8196] UNKN_UNKN
## [8197] UNKN_UNKN
## [8198] UNENCRYPTED_IDENTIFIER
## [8199] UNKN_UNKN
## [8200] UNENCRYPTED_IDENTIFIER
## [8201] UNKN_UNKN
## [8202] UNKN_UNKN
## [8203] UNKN_UNKN
## [8204] UNKN_UNKN
## [8205] UNENCRYPTED_IDENTIFIER
## [8206] UNKN_UNKN
## [8207] UNENCRYPTED_IDENTIFIER
## [8208] UNKN_UNKN
## [8209] UNKN_UNKN
## [8210] UNKN_UNKN
## [8211] UNENCRYPTED_IDENTIFIER
## [8212] UNKN_UNKN
## [8213] UNENCRYPTED_IDENTIFIER
## [8214] UNKN_UNKN
## [8215] UNKN_UNKN
## [8216] UNENCRYPTED_UNKN
## [8217] UNENCRYPTED_IDENTIFIER
## [8218] UNENCRYPTED_IDENTIFIER
## [8219] UNENCRYPTED_IDENTIFIER
## [8220] UNKN_UNKN
## [8221] UNENCRYPTED_IDENTIFIER
## [8222] UNENCRYPTED_IDENTIFIER
## [8223] UNENCRYPTED_IDENTIFIER
## [8224] UNENCRYPTED_IDENTIFIER
## [8225] UNENCRYPTED_SENSITIVE-LOGIN
## [8226] UNENCRYPTED_IDENTIFIER
## [8227] UNKN_UNKN
## [8228] UNENCRYPTED_IDENTIFIER
## [8229] UNENCRYPTED_IDENTIFIER
## [8230] UNKN_UNKN
## [8231] UNENCRYPTED_SENSITIVE-GOV
## [8232] UNKN_UNKN
## [8233] UNENCRYPTED_IDENTIFIER
## [8234] UNKN_UNKN
## [8235] UNENCRYPTED_IDENTIFIER
## [8236] UNENCRYPTED_IDENTIFIER
## [8237] UNKN_UNKN
## [8238] UNENCRYPTED_SENSITIVE-LOGIN
## [8239] UNENCRYPTED_IDENTIFIER
## [8240] UNKN_UNKN
## [8241] UNKN_UNKN
## [8242] UNENCRYPTED_IDENTIFIER
## [8243] UNKN_UNKN
## [8244] UNKN_UNKN
## [8245] UNKN_UNKN
## [8246] UNENCRYPTED_IDENTIFIER
## [8247] UNENCRYPTED_IDENTIFIER
## [8248] UNKN_UNKN
## [8249] UNENCRYPTED_IDENTIFIER
## [8250] UNENCRYPTED_UNKN
## [8251] UNKN_UNKN
## [8252] UNKN_UNKN
## [8253] UNENCRYPTED_IDENTIFIER
## [8254] UNENCRYPTED_IDENTIFIER
## [8255] UNENCRYPTED_IDENTIFIER
## [8256] UNKN_UNKN
## [8257] UNKN_UNKN
## [8258] UNKN_UNKN
## [8259] UNKN_UNKN
## [8260] UNENCRYPTED_IDENTIFIER
## [8261] UNKN_UNKN
## [8262] UNKN_UNKN
## [8263] UNENCRYPTED_IDENTIFIER
## [8264] UNKN_UNKN
## [8265] UNENCRYPTED_IDENTIFIER
## [8266] UNKN_UNKN
## [8267] UNENCRYPTED_IDENTIFIER
## [8268] UNENCRYPTED_IDENTIFIER
## [8269] UNENCRYPTED_IDENTIFIER
## [8270] UNENCRYPTED_UNKN
## [8271] UNENCRYPTED_IDENTIFIER
## [8272] UNKN_UNKN
## [8273] UNKN_UNKN
## [8274] UNENCRYPTED_IDENTIFIER
## [8275] UNKN_UNKN
## [8276] UNENCRYPTED_IDENTIFIER
## [8277] UNENCRYPTED_IDENTIFIER
## [8278] UNENCRYPTED_IDENTIFIER
## [8279] UNENCRYPTED_IDENTIFIER
## [8280] UNENCRYPTED_IDENTIFIER
## [8281] UNENCRYPTED_IDENTIFIER
## [8282] UNKN_UNKN
## [8283] UNENCRYPTED_IDENTIFIER
## [8284] UNENCRYPTED_IDENTIFIER
## [8285] UNENCRYPTED_IDENTIFIER
## [8286] UNKN_UNKN
## [8287] UNENCRYPTED_IDENTIFIER
## [8288] UNKN_UNKN
## [8289] UNENCRYPTED_IDENTIFIER
## [8290] UNENCRYPTED_IDENTIFIER
## [8291] UNKN_UNKN
## [8292] UNENCRYPTED_IDENTIFIER
## [8293] UNKN_UNKN
## [8294] UNKN_UNKN
## [8295] UNKN_UNKN
## [8296] UNENCRYPTED_IDENTIFIER
## [8297] UNKN_UNKN
## [8298] UNENCRYPTED_IDENTIFIER
## [8299] UNKN_UNKN
## [8300] UNENCRYPTED_IDENTIFIER
## [8301] ENCRYPTED_IDENTIFIER
## [8302] UNENCRYPTED_IDENTIFIER
## [8303] UNKN_UNKN
## [8304] UNENCRYPTED_IDENTIFIER
## [8305] UNENCRYPTED_IDENTIFIER
## [8306] UNENCRYPTED_IDENTIFIER
## [8307] UNKN_UNKN
## [8308] UNENCRYPTED_IDENTIFIER
## [8309] UNENCRYPTED_IDENTIFIER
## [8310] UNENCRYPTED_IDENTIFIER
## [8311] UNKN_UNKN
## [8312] UNENCRYPTED_IDENTIFIER
## [8313] UNENCRYPTED_IDENTIFIER
## [8314] UNKN_UNKN
## [8315] UNKN_UNKN
## [8316] UNENCRYPTED_IDENTIFIER
## [8317] UNENCRYPTED_IDENTIFIER
## [8318] UNKN_UNKN
## [8319] UNENCRYPTED_IDENTIFIER
## [8320] UNKN_UNKN
## [8321] UNKN_UNKN
## [8322] UNENCRYPTED_IDENTIFIER
## [8323] UNKN_UNKN
## [8324] UNKN_UNKN
## [8325] UNENCRYPTED_HEALTH
## [8326] UNENCRYPTED_IDENTIFIER
## [8327] UNKN_UNKN
## [8328] UNKN_UNKN
## [8329] UNKN_UNKN
## [8330] UNENCRYPTED_IDENTIFIER
## [8331] UNKN_UNKN
## [8332] UNKN_UNKN
## [8333] UNKN_UNKN
## [8334] UNKN_UNKN
## [8335] UNENCRYPTED_IDENTIFIER
## [8336] UNKN_UNKN
## [8337] UNKN_UNKN
## [8338] UNENCRYPTED_IDENTIFIER
## [8339] UNKN_UNKN
## [8340] UNKN_UNKN
## [8341] UNENCRYPTED_IDENTIFIER
## [8342] UNKN_UNKN
## [8343] UNKN_UNKN
## [8344] UNENCRYPTED_IDENTIFIER
## [8345] UNKN_UNKN
## [8346] UNENCRYPTED_IDENTIFIER
## [8347] UNKN_UNKN
## [8348] UNKN_UNKN
## [8349] UNKN_UNKN
## [8350] UNKN_UNKN
## [8351] UNKN_UNKN
## [8352] UNENCRYPTED_UNKN
## [8353] UNENCRYPTED_IDENTIFIER
## [8354] UNKN_UNKN
## [8355] UNKN_UNKN
## [8356] UNENCRYPTED_IDENTIFIER
## [8357] UNENCRYPTED_IDENTIFIER
## [8358] UNKN_UNKN
## [8359] UNKN_UNKN
## [8360] UNENCRYPTED_SENSITIVE-LOGIN
## [8361] UNENCRYPTED_UNKN
## [8362] UNENCRYPTED_IDENTIFIER
## [8363] UNENCRYPTED_IDENTIFIER
## [8364] UNENCRYPTED_IDENTIFIER
## [8365] UNENCRYPTED_IDENTIFIER
## [8366] UNKN_UNKN
## [8367] UNKN_UNKN
## [8368] UNKN_UNKN
## [8369] UNENCRYPTED_IDENTIFIER
## [8370] UNKN_UNKN
## [8371] UNENCRYPTED_IDENTIFIER
## [8372] UNKN_UNKN
## [8373] UNKN_UNKN
## [8374] UNKN_UNKN
## [8375] UNKN_UNKN
## [8376] UNENCRYPTED_IDENTIFIER
## [8377] UNKN_UNKN
## [8378] UNKN_UNKN
## [8379] UNKN_UNKN
## [8380] UNENCRYPTED_IDENTIFIER
## [8381] UNKN_UNKN
## [8382] UNKN_UNKN
## [8383] UNENCRYPTED_IDENTIFIER
## [8384] UNENCRYPTED_IDENTIFIER
## [8385] UNKN_UNKN
## [8386] UNENCRYPTED_IDENTIFIER
## [8387] UNKN_UNKN
## [8388] UNKN_UNKN
## [8389] UNENCRYPTED_IDENTIFIER
## [8390] UNKN_UNKN
## [8391] UNKN_UNKN
## [8392] UNKN_UNKN
## [8393] UNKN_UNKN
## [8394] UNKN_UNKN
## [8395] UNENCRYPTED_IDENTIFIER
## [8396] UNENCRYPTED_IDENTIFIER
## [8397] UNKN_UNKN
## [8398] UNENCRYPTED_IDENTIFIER
## [8399] UNENCRYPTED_IDENTIFIER
## [8400] UNKN_UNKN
## [8401] UNKN_UNKN
## [8402] UNKN_UNKN
## [8403] UNKN_UNKN
## [8404] UNENCRYPTED_IDENTIFIER
## [8405] UNENCRYPTED_IDENTIFIER
## [8406] UNKN_UNKN
## [8407] UNENCRYPTED_IDENTIFIER
## [8408] UNENCRYPTED_IDENTIFIER
## [8409] UNKN_UNKN
## [8410] UNKN_UNKN
## [8411] UNKN_UNKN
## [8412] UNKN_UNKN
## [8413] UNENCRYPTED_IDENTIFIER
## [8414] UNENCRYPTED_IDENTIFIER
## [8415] UNKN_UNKN
## [8416] UNKN_UNKN
## [8417] UNKN_UNKN
## [8418] UNKN_UNKN
## [8419] UNENCRYPTED_IDENTIFIER
## [8420] UNENCRYPTED_UNKN
## [8421] UNENCRYPTED_IDENTIFIER
## [8422] UNKN_UNKN
## [8423] UNKN_UNKN
## [8424] UNENCRYPTED_IDENTIFIER
## [8425] UNKN_UNKN
## [8426] UNKN_UNKN
## [8427] UNKN_UNKN
## [8428] UNENCRYPTED_IDENTIFIER
## [8429] UNKN_UNKN
## [8430] UNKN_UNKN
## [8431] UNENCRYPTED_IDENTIFIER
## [8432] UNKN_UNKN
## [8433] UNENCRYPTED_IDENTIFIER
## [8434] UNKN_UNKN
## [8435] UNENCRYPTED_IDENTIFIER
## [8436] UNENCRYPTED_IDENTIFIER
## [8437] UNKN_UNKN
## [8438] UNENCRYPTED_IDENTIFIER
## [8439] UNKN_UNKN
## [8440] UNKN_UNKN
## [8441] UNENCRYPTED_IDENTIFIER
## [8442] UNENCRYPTED_IDENTIFIER
## [8443] UNKN_UNKN
## [8444] UNKN_UNKN
## [8445] UNENCRYPTED_IDENTIFIER
## [8446] UNKN_UNKN
## [8447] UNENCRYPTED_IDENTIFIER
## [8448] UNENCRYPTED_IDENTIFIER
## [8449] UNKN_UNKN
## [8450] UNKN_UNKN
## [8451] UNKN_UNKN
## [8452] UNKN_UNKN
## [8453] UNKN_UNKN
## [8454] UNKN_UNKN
## [8455] UNENCRYPTED_IDENTIFIER
## [8456] UNKN_UNKN
## [8457] UNKN_UNKN
## [8458] UNKN_UNKN
## [8459] UNKN_UNKN
## [8460] UNKN_UNKN
## [8461] UNENCRYPTED_IDENTIFIER
## [8462] UNKN_UNKN
## [8463] UNKN_UNKN
## [8464] UNKN_UNKN
## [8465] UNENCRYPTED_IDENTIFIER
## [8466] UNENCRYPTED_IDENTIFIER
## [8467] UNKN_UNKN
## [8468] UNKN_UNKN
## [8469] UNKN_UNKN
## [8470] UNKN_UNKN
## [8471] UNENCRYPTED_IDENTIFIER
## [8472] UNENCRYPTED_IDENTIFIER
## [8473] UNENCRYPTED_IDENTIFIER
## [8474] UNENCRYPTED_IDENTIFIER
## [8475] UNKN_UNKN
## [8476] UNKN_UNKN
## [8477] UNKN_UNKN
## [8478] UNKN_UNKN
## [8479] UNKN_UNKN
## [8480] UNKN_UNKN
## [8481] UNENCRYPTED_IDENTIFIER
## [8482] UNKN_UNKN
## [8483] UNKN_UNKN
## [8484] UNENCRYPTED_IDENTIFIER
## [8485] UNKN_UNKN
## [8486] UNKN_UNKN
## [8487] UNKN_UNKN
## [8488] UNENCRYPTED_IDENTIFIER
## [8489] UNKN_UNKN
## [8490] UNENCRYPTED_IDENTIFIER
## [8491] UNENCRYPTED_IDENTIFIER
## [8492] ENCRYPTED_IDENTIFIER
## [8493] UNKN_UNKN
## [8494] UNKN_UNKN
## [8495] UNENCRYPTED_IDENTIFIER
## [8496] UNENCRYPTED_IDENTIFIER
## [8497] UNENCRYPTED_IDENTIFIER
## [8498] UNKN_UNKN
## [8499] UNENCRYPTED_IDENTIFIER
## [8500] UNENCRYPTED_IDENTIFIER
## [8501] UNKN_UNKN
## [8502] UNKN_UNKN
## [8503] UNENCRYPTED_IDENTIFIER
## [8504] UNENCRYPTED_IDENTIFIER
## [8505] UNKN_UNKN
## [8506] UNKN_UNKN
## [8507] UNENCRYPTED_HEALTH
## [8508] UNKN_UNKN
## [8509] UNENCRYPTED_IDENTIFIER
## [8510] UNENCRYPTED_IDENTIFIER
## [8511] ENCRYPTED_IDENTIFIER
## [8512] UNKN_UNKN
## [8513] UNKN_UNKN
## [8514] UNENCRYPTED_IDENTIFIER
## [8515] UNKN_UNKN
## [8516] UNENCRYPTED_IDENTIFIER
## [8517] UNENCRYPTED_IDENTIFIER
## [8518] UNENCRYPTED_IDENTIFIER
## [8519] UNKN_UNKN
## [8520] UNENCRYPTED_IDENTIFIER
## [8521] UNENCRYPTED_IDENTIFIER
## [8522] UNENCRYPTED_IDENTIFIER
## [8523] UNENCRYPTED_IDENTIFIER
## [8524] UNENCRYPTED_IDENTIFIER
## [8525] UNKN_UNKN
## [8526] UNENCRYPTED_IDENTIFIER
## [8527] UNENCRYPTED_HEALTH
## [8528] UNKN_UNKN
## [8529] UNKN_UNKN
## [8530] UNKN_UNKN
## [8531] UNENCRYPTED_IDENTIFIER
## [8532] UNKN_UNKN
## [8533] UNKN_UNKN
## [8534] UNENCRYPTED_UNKN
## [8535] UNKN_UNKN
## [8536] UNENCRYPTED_IDENTIFIER
## [8537] UNKN_UNKN
## [8538] UNENCRYPTED_IDENTIFIER
## [8539] UNKN_UNKN
## [8540] UNENCRYPTED_IDENTIFIER
## [8541] UNENCRYPTED_IDENTIFIER
## [8542] UNENCRYPTED_IDENTIFIER
## [8543] UNENCRYPTED_IDENTIFIER
## [8544] UNENCRYPTED_UNKN
## [8545] UNKN_UNKN
## [8546] UNENCRYPTED_IDENTIFIER
## [8547] UNKN_UNKN
## [8548] UNENCRYPTED_IDENTIFIER
## [8549] UNKN_UNKN
## [8550] UNENCRYPTED_IDENTIFIER
## [8551] UNKN_UNKN
## [8552] UNKN_UNKN
## [8553] UNKN_UNKN
## [8554] UNKN_UNKN
## [8555] UNENCRYPTED_IDENTIFIER
## [8556] UNKN_UNKN
## [8557] UNKN_UNKN
## [8558] UNKN_UNKN
## [8559] UNKN_UNKN
## [8560] UNENCRYPTED_IDENTIFIER
## [8561] UNKN_UNKN
## [8562] UNKN_UNKN
## [8563] UNENCRYPTED_IDENTIFIER
## [8564] UNENCRYPTED_IDENTIFIER
## [8565] UNENCRYPTED_IDENTIFIER
## [8566] UNENCRYPTED_HEALTH
## [8567] UNENCRYPTED_IDENTIFIER
## [8568] UNKN_UNKN
## [8569] UNKN_UNKN
## [8570] UNKN_UNKN
## [8571] UNENCRYPTED_IDENTIFIER
## [8572] UNKN_UNKN
## [8573] ENCRYPTED_IDENTIFIER
## [8574] UNKN_UNKN
## [8575] UNKN_UNKN
## [8576] UNKN_UNKN
## [8577] UNENCRYPTED_IDENTIFIER
## [8578] UNENCRYPTED_SENSITIVE-LOGIN
## [8579] UNKN_UNKN
## [8580] UNENCRYPTED_IDENTIFIER
## [8581] UNENCRYPTED_IDENTIFIER
## [8582] UNENCRYPTED_IDENTIFIER
## [8583] UNKN_UNKN
## [8584] UNENCRYPTED_IDENTIFIER
## [8585] UNKN_UNKN
## [8586] UNKN_UNKN
## [8587] UNKN_UNKN
## [8588] UNKN_UNKN
## [8589] UNKN_UNKN
## [8590] UNKN_UNKN
## [8591] UNENCRYPTED_IDENTIFIER
## [8592] UNKN_UNKN
## [8593] UNENCRYPTED_IDENTIFIER
## [8594] UNENCRYPTED_UNKN
## [8595] UNENCRYPTED_IDENTIFIER
## [8596] UNKN_UNKN
## [8597] UNENCRYPTED_IDENTIFIER
## [8598] UNKN_UNKN
## [8599] UNKN_UNKN
## [8600] UNKN_UNKN
## [8601] UNKN_UNKN
## [8602] UNENCRYPTED_IDENTIFIER
## [8603] UNKN_UNKN
## [8604] UNENCRYPTED_IDENTIFIER
## [8605] UNKN_UNKN
## [8606] UNKN_UNKN
## [8607] UNENCRYPTED_IDENTIFIER
## [8608] UNKN_UNKN
## [8609] UNKN_UNKN
## [8610] UNKN_UNKN
## [8611] UNKN_UNKN
## [8612] UNENCRYPTED_IDENTIFIER
## [8613] UNKN_UNKN
## [8614] UNKN_UNKN
## [8615] UNENCRYPTED_UNKN
## [8616] UNENCRYPTED_IDENTIFIER
## [8617] UNENCRYPTED_IDENTIFIER
## [8618] ENCRYPTED_IDENTIFIER
## [8619] UNENCRYPTED_IDENTIFIER
## [8620] UNKN_UNKN
## [8621] UNENCRYPTED_IDENTIFIER
## [8622] UNENCRYPTED_UNKN
## [8623] UNENCRYPTED_SENSITIVE-GOV
## [8624] UNENCRYPTED_IDENTIFIER
## [8625] UNENCRYPTED_IDENTIFIER
## [8626] UNKN_UNKN
## [8627] UNKN_UNKN
## [8628] UNENCRYPTED_IDENTIFIER
## [8629] UNENCRYPTED_IDENTIFIER
## [8630] UNENCRYPTED_IDENTIFIER
## [8631] UNKN_UNKN
## [8632] UNENCRYPTED_IDENTIFIER
## [8633] UNENCRYPTED_IDENTIFIER
## [8634] UNENCRYPTED_IDENTIFIER
## [8635] UNKN_UNKN
## [8636] UNENCRYPTED_IDENTIFIER
## [8637] UNENCRYPTED_IDENTIFIER
## [8638] UNKN_UNKN
## [8639] UNENCRYPTED_SENSITIVE-GOV
## [8640] UNKN_UNKN
## [8641] UNENCRYPTED_IDENTIFIER
## [8642] UNKN_UNKN
## [8643] UNENCRYPTED_IDENTIFIER
## [8644] UNENCRYPTED_IDENTIFIER
## [8645] UNKN_UNKN
## [8646] UNENCRYPTED_IDENTIFIER
## [8647] UNKN_UNKN
## [8648] UNKN_UNKN
## [8649] UNENCRYPTED_IDENTIFIER
## [8650] UNENCRYPTED_IDENTIFIER
## [8651] UNENCRYPTED_IDENTIFIER
## [8652] UNENCRYPTED_IDENTIFIER
## [8653] UNKN_UNKN
## [8654] UNENCRYPTED_IDENTIFIER
## [8655] UNENCRYPTED_HEALTH
## [8656] UNKN_UNKN
## [8657] UNENCRYPTED_IDENTIFIER
## [8658] UNENCRYPTED_SENSITIVE-GOV
## [8659] UNKN_UNKN
## [8660] UNKN_UNKN
## [8661] UNENCRYPTED_IDENTIFIER
## [8662] ENCRYPTED_IDENTIFIER
## [8663] UNKN_UNKN
## [8664] UNENCRYPTED_IDENTIFIER
## [8665] UNKN_UNKN
## [8666] UNENCRYPTED_IDENTIFIER
## [8667] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [8668] UNENCRYPTED_IDENTIFIER
## [8669] UNENCRYPTED_IDENTIFIER
## [8670] UNKN_UNKN
## [8671] UNKN_UNKN
## [8672] UNKN_UNKN
## [8673] UNENCRYPTED_IDENTIFIER
## [8674] UNENCRYPTED_IDENTIFIER
## [8675] UNKN_UNKN
## [8676] UNKN_UNKN
## [8677] UNKN_UNKN
## [8678] UNKN_UNKN
## [8679] UNKN_UNKN
## [8680] UNKN_UNKN
## [8681] UNENCRYPTED_IDENTIFIER
## [8682] UNENCRYPTED_IDENTIFIER
## [8683] UNKN_UNKN
## [8684] UNKN_UNKN
## [8685] UNKN_UNKN
## [8686] UNKN_UNKN
## [8687] UNENCRYPTED_IDENTIFIER
## [8688] UNENCRYPTED_IDENTIFIER
## [8689] UNKN_UNKN
## [8690] UNKN_UNKN
## [8691] UNKN_UNKN
## [8692] UNENCRYPTED_IDENTIFIER
## [8693] UNKN_UNKN
## [8694] UNKN_UNKN
## [8695] UNENCRYPTED_IDENTIFIER
## [8696] UNENCRYPTED_IDENTIFIER
## [8697] UNENCRYPTED_IDENTIFIER
## [8698] UNENCRYPTED_IDENTIFIER
## [8699] UNENCRYPTED_IDENTIFIER
## [8700] UNENCRYPTED_IDENTIFIER
## [8701] UNENCRYPTED_IDENTIFIER
## [8702] UNENCRYPTED_IDENTIFIER
## [8703] UNENCRYPTED_IDENTIFIER
## [8704] UNKN_UNKN
## [8705] UNENCRYPTED_IDENTIFIER
## [8706] UNENCRYPTED_IDENTIFIER
## [8707] UNENCRYPTED_IDENTIFIER
## [8708] UNKN_UNKN
## [8709] UNKN_UNKN
## [8710] UNKN_UNKN
## [8711] UNENCRYPTED_IDENTIFIER
## [8712] UNENCRYPTED_IDENTIFIER
## [8713] UNKN_UNKN
## [8714] UNKN_UNKN
## [8715] UNENCRYPTED_IDENTIFIER
## [8716] UNENCRYPTED_IDENTIFIER
## [8717] UNKN_UNKN
## [8718] UNENCRYPTED_IDENTIFIER
## [8719] UNKN_UNKN
## [8720] UNKN_UNKN
## [8721] UNENCRYPTED_IDENTIFIER
## [8722] UNENCRYPTED_IDENTIFIER
## [8723] UNKN_UNKN
## [8724] UNENCRYPTED_IDENTIFIER
## [8725] UNENCRYPTED_IDENTIFIER
## [8726] UNENCRYPTED_IDENTIFIER
## [8727] UNENCRYPTED_IDENTIFIER
## [8728] UNENCRYPTED_IDENTIFIER
## [8729] UNENCRYPTED_IDENTIFIER
## [8730] UNENCRYPTED_IDENTIFIER
## [8731] UNKN_UNKN
## [8732] UNKN_UNKN
## [8733] UNKN_UNKN
## [8734] UNKN_UNKN
## [8735] UNKN_UNKN
## [8736] UNKN_UNKN
## [8737] UNENCRYPTED_IDENTIFIER
## [8738] UNKN_UNKN
## [8739] UNKN_UNKN
## [8740] UNKN_UNKN
## [8741] UNKN_UNKN
## [8742] UNENCRYPTED_IDENTIFIER
## [8743] UNKN_UNKN
## [8744] UNKN_UNKN
## [8745] UNENCRYPTED_IDENTIFIER
## [8746] UNKN_UNKN
## [8747] UNENCRYPTED_IDENTIFIER
## [8748] UNKN_UNKN
## [8749] UNKN_UNKN
## [8750] UNKN_UNKN
## [8751] UNENCRYPTED_IDENTIFIER
## [8752] ENCRYPTED_IDENTIFIER
## [8753] UNKN_UNKN
## [8754] UNKN_UNKN
## [8755] UNENCRYPTED_SENSITIVE-LOGIN
## [8756] UNENCRYPTED_IDENTIFIER
## [8757] UNKN_UNKN
## [8758] UNENCRYPTED_IDENTIFIER
## [8759] UNKN_UNKN
## [8760] UNKN_UNKN
## [8761] UNKN_UNKN
## [8762] UNKN_UNKN
## [8763] UNKN_UNKN
## [8764] ENCRYPTED_HEALTH
## [8765] UNENCRYPTED_IDENTIFIER
## [8766] UNKN_UNKN
## [8767] UNKN_UNKN
## [8768] UNENCRYPTED_IDENTIFIER
## [8769] UNKN_UNKN
## [8770] UNKN_UNKN
## [8771] UNKN_UNKN
## [8772] UNENCRYPTED_IDENTIFIER
## [8773] UNENCRYPTED_IDENTIFIER
## [8774] UNENCRYPTED_IDENTIFIER
## [8775] UNKN_UNKN
## [8776] UNKN_UNKN
## [8777] UNKN_UNKN
## [8778] UNKN_UNKN
## [8779] UNKN_UNKN
## [8780] UNENCRYPTED_IDENTIFIER
## [8781] UNKN_UNKN
## [8782] UNKN_UNKN
## [8783] UNENCRYPTED_IDENTIFIER
## [8784] UNENCRYPTED_IDENTIFIER
## [8785] UNENCRYPTED_IDENTIFIER
## [8786] UNKN_UNKN
## [8787] UNENCRYPTED_IDENTIFIER
## [8788] UNENCRYPTED_IDENTIFIER
## [8789] UNKN_UNKN
## [8790] UNKN_UNKN
## [8791] UNENCRYPTED_IDENTIFIER
## [8792] UNKN_UNKN
## [8793] UNENCRYPTED_IDENTIFIER
## [8794] UNENCRYPTED_IDENTIFIER
## [8795] UNKN_UNKN
## [8796] UNENCRYPTED_IDENTIFIER
## [8797] UNENCRYPTED_IDENTIFIER
## [8798] UNKN_UNKN
## [8799] UNKN_UNKN
## [8800] UNENCRYPTED_IDENTIFIER
## [8801] UNENCRYPTED_IDENTIFIER
## [8802] UNKN_UNKN
## [8803] UNKN_UNKN
## [8804] UNKN_UNKN
## [8805] UNENCRYPTED_IDENTIFIER
## [8806] UNKN_UNKN
## [8807] UNENCRYPTED_IDENTIFIER
## [8808] UNKN_UNKN
## [8809] UNKN_UNKN
## [8810] UNENCRYPTED_IDENTIFIER
## [8811] UNKN_UNKN
## [8812] UNKN_UNKN
## [8813] UNKN_UNKN
## [8814] UNENCRYPTED_IDENTIFIER
## [8815] UNKN_UNKN
## [8816] UNENCRYPTED_IDENTIFIER
## [8817] UNKN_UNKN
## [8818] UNKN_UNKN
## [8819] UNENCRYPTED_UNKN
## [8820] UNKN_UNKN
## [8821] UNENCRYPTED_IDENTIFIER
## [8822] UNKN_UNKN
## [8823] UNENCRYPTED_IDENTIFIER
## [8824] UNENCRYPTED_IDENTIFIER
## [8825] UNKN_UNKN
## [8826] UNENCRYPTED_IDENTIFIER
## [8827] UNENCRYPTED_IDENTIFIER
## [8828] UNKN_UNKN
## [8829] UNKN_UNKN
## [8830] UNENCRYPTED_SENSITIVE-LOGIN
## [8831] UNENCRYPTED_IDENTIFIER
## [8832] UNENCRYPTED_IDENTIFIER
## [8833] UNKN_UNKN
## [8834] UNENCRYPTED_IDENTIFIER
## [8835] UNENCRYPTED_IDENTIFIER
## [8836] UNENCRYPTED_IDENTIFIER
## [8837] UNKN_UNKN
## [8838] UNENCRYPTED_UNKN
## [8839] UNKN_UNKN
## [8840] UNENCRYPTED_SENSITIVE-LOGIN
## [8841] UNKN_UNKN
## [8842] UNKN_UNKN
## [8843] UNKN_UNKN
## [8844] UNENCRYPTED_IDENTIFIER
## [8845] UNKN_UNKN
## [8846] UNENCRYPTED_HEALTH
## [8847] UNENCRYPTED_IDENTIFIER
## [8848] UNKN_UNKN
## [8849] UNKN_UNKN
## [8850] UNENCRYPTED_IDENTIFIER
## [8851] UNENCRYPTED_IDENTIFIER
## [8852] UNENCRYPTED_IDENTIFIER
## [8853] UNENCRYPTED_IDENTIFIER
## [8854] UNKN_UNKN
## [8855] UNENCRYPTED_IDENTIFIER
## [8856] UNKN_UNKN
## [8857] UNENCRYPTED_IDENTIFIER
## [8858] UNENCRYPTED_IDENTIFIER
## [8859] UNENCRYPTED_IDENTIFIER
## [8860] UNENCRYPTED_SENSITIVE-LOGIN
## [8861] UNKN_UNKN
## [8862] UNKN_UNKN
## [8863] UNKN_UNKN
## [8864] UNKN_UNKN
## [8865] UNENCRYPTED_IDENTIFIER
## [8866] UNKN_UNKN
## [8867] UNKN_UNKN
## [8868] UNENCRYPTED_IDENTIFIER
## [8869] UNKN_UNKN
## [8870] UNKN_UNKN
## [8871] UNKN_UNKN
## [8872] UNKN_UNKN
## [8873] UNKN_UNKN
## [8874] UNKN_UNKN
## [8875] UNENCRYPTED_IDENTIFIER
## [8876] UNENCRYPTED_HEALTH
## [8877] UNKN_UNKN
## [8878] UNKN_UNKN
## [8879] UNKN_UNKN
## [8880] UNENCRYPTED_IDENTIFIER
## [8881] UNENCRYPTED_IDENTIFIER
## [8882] UNKN_UNKN
## [8883] UNKN_UNKN
## [8884] UNKN_UNKN
## [8885] ENCRYPTED_IDENTIFIER
## [8886] UNKN_UNKN
## [8887] UNENCRYPTED_IDENTIFIER
## [8888] UNKN_UNKN
## [8889] UNENCRYPTED_SENSITIVE-LOGIN
## [8890] UNKN_UNKN
## [8891] UNKN_UNKN
## [8892] UNKN_UNKN
## [8893] UNENCRYPTED_IDENTIFIER
## [8894] UNKN_UNKN
## [8895] UNKN_UNKN
## [8896] UNENCRYPTED_IDENTIFIER
## [8897] UNKN_UNKN
## [8898] UNKN_UNKN
## [8899] UNKN_UNKN
## [8900] UNKN_UNKN
## [8901] UNKN_UNKN
## [8902] UNKN_UNKN
## [8903] UNKN_UNKN
## [8904] UNENCRYPTED_IDENTIFIER
## [8905] UNENCRYPTED_IDENTIFIER
## [8906] UNKN_UNKN
## [8907] UNKN_UNKN
## [8908] UNKN_UNKN
## [8909] UNKN_UNKN
## [8910] UNENCRYPTED_IDENTIFIER
## [8911] UNENCRYPTED_IDENTIFIER
## [8912] UNENCRYPTED_IDENTIFIER
## [8913] UNENCRYPTED_IDENTIFIER
## [8914] UNENCRYPTED_IDENTIFIER
## [8915] UNENCRYPTED_IDENTIFIER
## [8916] UNENCRYPTED_IDENTIFIER
## [8917] UNKN_UNKN
## [8918] UNKN_UNKN
## [8919] UNKN_UNKN
## [8920] UNENCRYPTED_IDENTIFIER
## [8921] UNENCRYPTED_IDENTIFIER
## [8922] UNKN_UNKN
## [8923] UNENCRYPTED_IDENTIFIER
## [8924] UNENCRYPTED_IDENTIFIER
## [8925] UNENCRYPTED_IDENTIFIER
## [8926] UNKN_UNKN
## [8927] UNENCRYPTED_IDENTIFIER
## [8928] UNENCRYPTED_IDENTIFIER
## [8929] UNENCRYPTED_IDENTIFIER
## [8930] UNKN_UNKN
## [8931] UNENCRYPTED_IDENTIFIER
## [8932] UNKN_UNKN
## [8933] UNENCRYPTED_IDENTIFIER
## [8934] UNENCRYPTED_IDENTIFIER
## [8935] UNKN_UNKN
## [8936] UNENCRYPTED_IDENTIFIER
## [8937] UNKN_UNKN
## [8938] UNENCRYPTED_IDENTIFIER
## [8939] UNKN_UNKN
## [8940] UNENCRYPTED_IDENTIFIER
## [8941] UNENCRYPTED_IDENTIFIER
## [8942] UNKN_UNKN
## [8943] UNENCRYPTED_IDENTIFIER
## [8944] UNENCRYPTED_IDENTIFIER
## [8945] UNKN_UNKN
## [8946] UNENCRYPTED_IDENTIFIER
## [8947] UNENCRYPTED_HEALTH
## [8948] UNENCRYPTED_IDENTIFIER
## [8949] UNKN_UNKN
## [8950] UNENCRYPTED_IDENTIFIER
## [8951] UNKN_UNKN
## [8952] UNENCRYPTED_IDENTIFIER
## [8953] UNKN_UNKN
## [8954] UNENCRYPTED_IDENTIFIER
## [8955] UNKN_UNKN
## [8956] UNKN_UNKN
## [8957] UNKN_UNKN
## [8958] UNENCRYPTED_IDENTIFIER
## [8959] UNKN_UNKN
## [8960] UNKN_UNKN
## [8961] UNKN_UNKN
## [8962] UNENCRYPTED_IDENTIFIER
## [8963] UNKN_UNKN
## [8964] UNENCRYPTED_IDENTIFIER
## [8965] UNENCRYPTED_IDENTIFIER
## [8966] UNENCRYPTED_IDENTIFIER
## [8967] UNKN_UNKN
## [8968] UNKN_UNKN
## [8969] UNENCRYPTED_IDENTIFIER
## [8970] UNKN_UNKN
## [8971] UNKN_UNKN
## [8972] UNKN_UNKN
## [8973] UNKN_UNKN
## [8974] UNKN_UNKN
## [8975] UNKN_UNKN
## [8976] UNKN_UNKN
## [8977] UNKN_UNKN
## [8978] UNENCRYPTED_IDENTIFIER
## [8979] UNENCRYPTED_IDENTIFIER
## [8980] UNENCRYPTED_IDENTIFIER
## [8981] UNENCRYPTED_IDENTIFIER
## [8982] UNKN_UNKN
## [8983] UNKN_UNKN
## [8984] UNENCRYPTED_IDENTIFIER
## [8985] UNENCRYPTED_IDENTIFIER
## [8986] UNENCRYPTED_HEALTH
## [8987] UNKN_UNKN
## [8988] UNENCRYPTED_IDENTIFIER
## [8989] UNKN_UNKN
## [8990] UNENCRYPTED_IDENTIFIER
## [8991] UNKN_UNKN
## [8992] UNENCRYPTED_IDENTIFIER
## [8993] UNKN_UNKN
## [8994] UNKN_UNKN
## [8995] UNENCRYPTED_IDENTIFIER
## [8996] UNENCRYPTED_IDENTIFIER
## [8997] UNENCRYPTED_IDENTIFIER
## [8998] UNKN_UNKN
## [8999] UNKN_UNKN
## [9000] UNKN_UNKN
## [9001] UNENCRYPTED_IDENTIFIER
## [9002] UNKN_UNKN
## [9003] UNKN_UNKN
## [9004] UNENCRYPTED_IDENTIFIER
## [9005] UNKN_UNKN
## [9006] UNKN_UNKN
## [9007] UNKN_UNKN
## [9008] UNKN_UNKN
## [9009] UNKN_UNKN
## [9010] UNKN_UNKN
## [9011] UNENCRYPTED_HEALTH
## [9012] UNKN_UNKN
## [9013] UNKN_UNKN
## [9014] UNENCRYPTED_IDENTIFIER
## [9015] UNENCRYPTED_IDENTIFIER
## [9016] UNENCRYPTED_UNKN
## [9017] UNKN_UNKN
## [9018] UNENCRYPTED_IDENTIFIER
## [9019] UNENCRYPTED_IDENTIFIER
## [9020] UNKN_UNKN
## [9021] UNKN_UNKN
## [9022] UNKN_UNKN
## [9023] UNKN_UNKN
## [9024] UNENCRYPTED_IDENTIFIER
## [9025] UNKN_UNKN
## [9026] UNKN_UNKN
## [9027] UNKN_UNKN
## [9028] UNENCRYPTED_EMPLOYMENT
## [9029] UNENCRYPTED_IDENTIFIER
## [9030] UNENCRYPTED_IDENTIFIER
## [9031] UNKN_UNKN
## [9032] UNENCRYPTED_IDENTIFIER
## [9033] UNKN_UNKN
## [9034] UNENCRYPTED_IDENTIFIER
## [9035] ENCRYPTED_IDENTIFIER
## [9036] UNENCRYPTED_IDENTIFIER
## [9037] UNKN_UNKN
## [9038] UNKN_UNKN
## [9039] UNENCRYPTED_IDENTIFIER
## [9040] UNENCRYPTED_IDENTIFIER
## [9041] UNENCRYPTED_IDENTIFIER
## [9042] UNKN_UNKN
## [9043] UNKN_UNKN
## [9044] UNKN_UNKN
## [9045] UNKN_UNKN
## [9046] UNKN_UNKN
## [9047] UNKN_UNKN
## [9048] UNENCRYPTED_IDENTIFIER
## [9049] UNENCRYPTED_IDENTIFIER
## [9050] UNKN_UNKN
## [9051] UNENCRYPTED_IDENTIFIER
## [9052] UNKN_UNKN
## [9053] UNENCRYPTED_IDENTIFIER
## [9054] UNKN_UNKN
## [9055] UNKN_UNKN
## [9056] UNENCRYPTED_IDENTIFIER
## [9057] UNENCRYPTED_IDENTIFIER
## [9058] UNKN_UNKN
## [9059] UNENCRYPTED_IDENTIFIER
## [9060] UNENCRYPTED_IDENTIFIER
## [9061] UNKN_UNKN
## [9062] UNENCRYPTED_IDENTIFIER
## [9063] UNKN_UNKN
## [9064] UNENCRYPTED_IDENTIFIER
## [9065] UNENCRYPTED_IDENTIFIER
## [9066] UNKN_UNKN
## [9067] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [9068] UNKN_UNKN
## [9069] UNENCRYPTED_IDENTIFIER
## [9070] UNKN_UNKN
## [9071] UNKN_UNKN
## [9072] UNKN_UNKN
## [9073] UNENCRYPTED_IDENTIFIER
## [9074] UNKN_UNKN
## [9075] UNKN_UNKN
## [9076] UNKN_UNKN
## [9077] UNENCRYPTED_IDENTIFIER
## [9078] UNENCRYPTED_IDENTIFIER
## [9079] UNENCRYPTED_IDENTIFIER
## [9080] UNENCRYPTED_IDENTIFIER
## [9081] UNENCRYPTED_IDENTIFIER
## [9082] UNKN_UNKN
## [9083] UNKN_UNKN
## [9084] UNENCRYPTED_IDENTIFIER
## [9085] UNENCRYPTED_IDENTIFIER
## [9086] UNKN_UNKN
## [9087] UNKN_UNKN
## [9088] UNENCRYPTED_IDENTIFIER
## [9089] UNENCRYPTED_IDENTIFIER
## [9090] UNENCRYPTED_IDENTIFIER
## [9091] UNENCRYPTED_IDENTIFIER
## [9092] UNKN_UNKN
## [9093] UNKN_UNKN
## [9094] UNENCRYPTED_IDENTIFIER
## [9095] UNKN_UNKN
## [9096] UNKN_UNKN
## [9097] UNKN_UNKN
## [9098] UNKN_UNKN
## [9099] UNENCRYPTED_IDENTIFIER
## [9100] UNKN_UNKN
## [9101] UNENCRYPTED_IDENTIFIER
## [9102] UNKN_UNKN
## [9103] UNKN_UNKN
## [9104] UNKN_UNKN
## [9105] UNKN_UNKN
## [9106] UNENCRYPTED_SENSITIVE-LOGIN
## [9107] UNKN_UNKN
## [9108] UNENCRYPTED_IDENTIFIER
## [9109] UNKN_UNKN
## [9110] UNENCRYPTED_IDENTIFIER
## [9111] UNENCRYPTED_IDENTIFIER
## [9112] UNKN_UNKN
## [9113] UNENCRYPTED_IDENTIFIER
## [9114] UNKN_UNKN
## [9115] UNKN_UNKN
## [9116] UNENCRYPTED_IDENTIFIER
## [9117] UNENCRYPTED_IDENTIFIER
## [9118] UNENCRYPTED_UNKN
## [9119] UNKN_UNKN
## [9120] UNENCRYPTED_IDENTIFIER
## [9121] UNENCRYPTED_IDENTIFIER
## [9122] UNKN_UNKN
## [9123] UNKN_UNKN
## [9124] UNKN_UNKN
## [9125] UNKN_UNKN
## [9126] UNENCRYPTED_IDENTIFIER
## [9127] UNENCRYPTED_IDENTIFIER
## [9128] UNKN_UNKN
## [9129] UNKN_UNKN
## [9130] UNENCRYPTED_IDENTIFIER
## [9131] UNKN_UNKN
## [9132] UNKN_UNKN
## [9133] UNENCRYPTED_IDENTIFIER
## [9134] UNENCRYPTED_HEALTH
## [9135] UNENCRYPTED_IDENTIFIER
## [9136] UNENCRYPTED_IDENTIFIER
## [9137] UNENCRYPTED_IDENTIFIER
## [9138] UNKN_UNKN
## [9139] ENCRYPTED_IDENTIFIER
## [9140] UNKN_UNKN
## [9141] UNKN_UNKN
## [9142] UNENCRYPTED_IDENTIFIER
## [9143] UNKN_UNKN
## [9144] UNENCRYPTED_IDENTIFIER
## [9145] UNENCRYPTED_IDENTIFIER
## [9146] UNENCRYPTED_IDENTIFIER
## [9147] UNENCRYPTED_IDENTIFIER
## [9148] UNENCRYPTED_IDENTIFIER
## [9149] UNKN_UNKN
## [9150] UNKN_UNKN
## [9151] UNKN_UNKN
## [9152] UNKN_UNKN
## [9153] UNENCRYPTED_IDENTIFIER
## [9154] ENCRYPTED_IDENTIFIER
## [9155] UNENCRYPTED_IDENTIFIER
## [9156] UNENCRYPTED_IDENTIFIER
## [9157] UNKN_UNKN
## [9158] UNKN_UNKN
## [9159] UNKN_UNKN
## [9160] UNKN_UNKN
## [9161] UNKN_UNKN
## [9162] UNENCRYPTED_IDENTIFIER
## [9163] UNENCRYPTED_IDENTIFIER
## [9164] UNKN_UNKN
## [9165] UNENCRYPTED_IDENTIFIER
## [9166] UNENCRYPTED_IDENTIFIER
## [9167] UNKN_UNKN
## [9168] UNENCRYPTED_IDENTIFIER
## [9169] UNENCRYPTED_IDENTIFIER
## [9170] UNENCRYPTED_IDENTIFIER
## [9171] UNKN_UNKN
## [9172] UNENCRYPTED_IDENTIFIER
## [9173] UNENCRYPTED_IDENTIFIER
## [9174] UNKN_UNKN
## [9175] UNENCRYPTED_IDENTIFIER
## [9176] UNENCRYPTED_IDENTIFIER
## [9177] UNKN_UNKN
## [9178] UNKN_UNKN
## [9179] UNKN_UNKN
## [9180] UNENCRYPTED_IDENTIFIER
## [9181] UNKN_UNKN
## [9182] UNENCRYPTED_IDENTIFIER
## [9183] UNENCRYPTED_IDENTIFIER
## [9184] UNKN_UNKN
## [9185] UNENCRYPTED_IDENTIFIER
## [9186] UNENCRYPTED_IDENTIFIER
## [9187] UNKN_UNKN
## [9188] UNKN_UNKN
## [9189] UNKN_UNKN
## [9190] UNKN_UNKN
## [9191] UNENCRYPTED_IDENTIFIER
## [9192] UNENCRYPTED_IDENTIFIER
## [9193] UNENCRYPTED_IDENTIFIER
## [9194] UNKN_UNKN
## [9195] ENCRYPTED_IDENTIFIER
## [9196] UNENCRYPTED_IDENTIFIER
## [9197] UNKN_UNKN
## [9198] UNKN_UNKN
## [9199] UNKN_UNKN
## [9200] UNKN_UNKN
## [9201] UNKN_UNKN
## [9202] UNKN_UNKN
## [9203] UNENCRYPTED_IDENTIFIER
## [9204] UNENCRYPTED_IDENTIFIER
## [9205] UNKN_UNKN
## [9206] UNENCRYPTED_IDENTIFIER
## [9207] UNKN_UNKN
## [9208] UNENCRYPTED_IDENTIFIER
## [9209] UNENCRYPTED_IDENTIFIER
## [9210] UNENCRYPTED_UNKN
## [9211] UNENCRYPTED_IDENTIFIER
## [9212] UNENCRYPTED_HEALTH
## [9213] UNKN_UNKN
## [9214] UNKN_UNKN
## [9215] UNKN_UNKN
## [9216] UNENCRYPTED_SENSITIVE-GOV
## [9217] UNENCRYPTED_IDENTIFIER
## [9218] UNKN_UNKN
## [9219] UNKN_UNKN
## [9220] UNENCRYPTED_IDENTIFIER
## [9221] UNENCRYPTED_HEALTH
## [9222] UNKN_UNKN
## [9223] UNKN_UNKN
## [9224] UNENCRYPTED_HEALTH
## [9225] UNENCRYPTED_HEALTH
## [9226] UNKN_UNKN
## [9227] UNENCRYPTED_IDENTIFIER
## [9228] UNENCRYPTED_IDENTIFIER
## [9229] UNENCRYPTED_IDENTIFIER
## [9230] UNKN_UNKN
## [9231] UNKN_UNKN
## [9232] UNENCRYPTED_IDENTIFIER
## [9233] UNENCRYPTED_IDENTIFIER
## [9234] UNENCRYPTED_IDENTIFIER
## [9235] UNKN_UNKN
## [9236] UNENCRYPTED_IDENTIFIER
## [9237] UNENCRYPTED_IDENTIFIER
## [9238] UNENCRYPTED_IDENTIFIER
## [9239] UNKN_UNKN
## [9240] UNKN_UNKN
## [9241] UNENCRYPTED_IDENTIFIER
## [9242] UNENCRYPTED_IDENTIFIER
## [9243] UNENCRYPTED_UNKN
## [9244] UNKN_UNKN
## [9245] UNENCRYPTED_IDENTIFIER
## [9246] UNKN_UNKN
## [9247] UNENCRYPTED_SENSITIVE-LOGIN
## [9248] UNKN_UNKN
## [9249] UNENCRYPTED_IDENTIFIER
## [9250] UNKN_UNKN
## [9251] UNKN_UNKN
## [9252] UNKN_UNKN
## [9253] UNENCRYPTED_IDENTIFIER
## [9254] UNKN_UNKN
## [9255] UNKN_UNKN
## [9256] UNENCRYPTED_IDENTIFIER
## [9257] UNKN_UNKN
## [9258] UNENCRYPTED_IDENTIFIER
## [9259] UNENCRYPTED_IDENTIFIER
## [9260] UNENCRYPTED_IDENTIFIER
## [9261] UNKN_UNKN
## [9262] UNENCRYPTED_UNKN
## [9263] UNKN_UNKN
## [9264] UNENCRYPTED_IDENTIFIER
## [9265] UNENCRYPTED_IDENTIFIER
## [9266] UNKN_UNKN
## [9267] UNKN_UNKN
## [9268] UNENCRYPTED_IDENTIFIER
## [9269] UNKN_UNKN
## [9270] UNENCRYPTED_IDENTIFIER
## [9271] UNENCRYPTED_IDENTIFIER
## [9272] UNKN_UNKN
## [9273] UNENCRYPTED_SENSITIVE-LOGIN
## [9274] UNENCRYPTED_IDENTIFIER
## [9275] UNENCRYPTED_HEALTH
## [9276] UNKN_UNKN
## [9277] UNENCRYPTED_IDENTIFIER
## [9278] UNKN_UNKN
## [9279] UNKN_UNKN
## [9280] UNENCRYPTED_IDENTIFIER
## [9281] UNKN_UNKN
## [9282] UNKN_UNKN
## [9283] UNKN_UNKN
## [9284] UNKN_UNKN
## [9285] UNKN_UNKN
## [9286] UNKN_UNKN
## [9287] UNKN_UNKN
## [9288] UNENCRYPTED_UNKN
## [9289] UNKN_UNKN
## [9290] UNKN_UNKN
## [9291] UNENCRYPTED_IDENTIFIER
## [9292] UNKN_UNKN
## [9293] UNENCRYPTED_IDENTIFIER
## [9294] UNENCRYPTED_IDENTIFIER
## [9295] UNENCRYPTED_UNKN
## [9296] UNKN_UNKN
## [9297] UNKN_UNKN
## [9298] UNENCRYPTED_IDENTIFIER
## [9299] UNKN_UNKN
## [9300] UNENCRYPTED_IDENTIFIER
## [9301] UNENCRYPTED_HEALTH
## [9302] UNENCRYPTED_IDENTIFIER
## [9303] UNENCRYPTED_IDENTIFIER
## [9304] UNENCRYPTED_IDENTIFIER
## [9305] UNKN_UNKN
## [9306] UNENCRYPTED_IDENTIFIER
## [9307] UNKN_UNKN
## [9308] UNENCRYPTED_IDENTIFIER
## [9309] UNKN_UNKN
## [9310] UNENCRYPTED_UNKN
## [9311] UNENCRYPTED_IDENTIFIER
## [9312] UNKN_UNKN
## [9313] UNKN_UNKN
## [9314] UNENCRYPTED_IDENTIFIER
## [9315] UNENCRYPTED_IDENTIFIER
## [9316] UNKN_UNKN
## [9317] UNKN_UNKN
## [9318] UNENCRYPTED_IDENTIFIER
## [9319] UNKN_UNKN
## [9320] UNKN_UNKN
## [9321] UNENCRYPTED_HEALTH
## [9322] UNKN_UNKN
## [9323] UNKN_UNKN
## [9324] UNKN_UNKN
## [9325] UNKN_UNKN
## [9326] UNKN_UNKN
## [9327] UNKN_UNKN
## [9328] UNKN_UNKN
## [9329] UNENCRYPTED_IDENTIFIER
## [9330] UNENCRYPTED_IDENTIFIER
## [9331] UNENCRYPTED_IDENTIFIER
## [9332] UNENCRYPTED_HEALTH
## [9333] UNKN_UNKN
## [9334] UNKN_UNKN
## [9335] UNKN_UNKN
## [9336] UNENCRYPTED_HEALTH
## [9337] UNENCRYPTED_IDENTIFIER
## [9338] UNENCRYPTED_IDENTIFIER
## [9339] UNKN_UNKN
## [9340] UNKN_UNKN
## [9341] UNENCRYPTED_IDENTIFIER
## [9342] UNKN_UNKN
## [9343] UNKN_UNKN
## [9344] UNENCRYPTED_IDENTIFIER
## [9345] UNKN_UNKN
## [9346] UNKN_UNKN
## [9347] UNKN_UNKN
## [9348] UNENCRYPTED_IDENTIFIER
## [9349] UNKN_UNKN
## [9350] UNENCRYPTED_IDENTIFIER
## [9351] UNENCRYPTED_IDENTIFIER
## [9352] UNKN_UNKN
## [9353] UNKN_UNKN
## [9354] UNKN_UNKN
## [9355] UNKN_UNKN
## [9356] UNKN_UNKN
## [9357] UNENCRYPTED_IDENTIFIER
## [9358] UNENCRYPTED_HEALTH
## [9359] UNENCRYPTED_IDENTIFIER
## [9360] UNKN_UNKN
## [9361] UNKN_UNKN
## [9362] UNENCRYPTED_IDENTIFIER
## [9363] UNKN_UNKN
## [9364] UNENCRYPTED_IDENTIFIER
## [9365] UNKN_UNKN
## [9366] UNENCRYPTED_IDENTIFIER
## [9367] UNENCRYPTED_IDENTIFIER
## [9368] UNENCRYPTED_HEALTH
## [9369] UNENCRYPTED_IDENTIFIER
## [9370] UNKN_UNKN
## [9371] UNENCRYPTED_UNKN
## [9372] UNENCRYPTED_IDENTIFIER
## [9373] UNENCRYPTED_IDENTIFIER
## [9374] UNENCRYPTED_IDENTIFIER
## [9375] UNKN_UNKN
## [9376] UNKN_UNKN
## [9377] UNKN_UNKN
## [9378] UNKN_UNKN
## [9379] UNKN_UNKN
## [9380] UNENCRYPTED_IDENTIFIER
## [9381] UNENCRYPTED_UNKN
## [9382] UNENCRYPTED_UNKN
## [9383] UNENCRYPTED_IDENTIFIER
## [9384] COMMERCIAL_UNENCRYPTED
## [9385] UNKN_UNKN
## [9386] UNENCRYPTED_IDENTIFIER
## [9387] UNKN_UNKN
## [9388] UNKN_UNKN
## [9389] UNENCRYPTED_IDENTIFIER
## [9390] UNENCRYPTED_IDENTIFIER
## [9391] UNENCRYPTED_IDENTIFIER
## [9392] UNKN_UNKN
## [9393] UNENCRYPTED_IDENTIFIER
## [9394] UNENCRYPTED_IDENTIFIER
## [9395] UNENCRYPTED_IDENTIFIER
## [9396] UNKN_UNKN
## [9397] UNKN_UNKN
## [9398] UNENCRYPTED_IDENTIFIER
## [9399] UNENCRYPTED_IDENTIFIER
## [9400] UNENCRYPTED_IDENTIFIER
## [9401] UNKN_UNKN
## [9402] UNENCRYPTED_IDENTIFIER
## [9403] UNKN_UNKN
## [9404] UNKN_UNKN
## [9405] UNENCRYPTED_IDENTIFIER
## [9406] UNENCRYPTED_IDENTIFIER
## [9407] UNKN_UNKN
## [9408] UNENCRYPTED_IDENTIFIER
## [9409] UNENCRYPTED_IDENTIFIER
## [9410] UNKN_UNKN
## [9411] UNENCRYPTED_IDENTIFIER
## [9412] UNENCRYPTED_IDENTIFIER
## [9413] UNENCRYPTED_IDENTIFIER
## [9414] UNKN_UNKN
## [9415] UNENCRYPTED_IDENTIFIER
## [9416] UNKN_UNKN
## [9417] UNKN_UNKN
## [9418] UNKN_UNKN
## [9419] UNKN_UNKN
## [9420] UNENCRYPTED_IDENTIFIER
## [9421] UNKN_UNKN
## [9422] UNKN_UNKN
## [9423] UNKN_UNKN
## [9424] UNENCRYPTED_IDENTIFIER
## [9425] UNENCRYPTED_IDENTIFIER
## [9426] UNKN_UNKN
## [9427] UNKN_UNKN
## [9428] UNKN_UNKN
## [9429] UNKN_UNKN
## [9430] UNKN_UNKN
## [9431] UNENCRYPTED_IDENTIFIER
## [9432] UNKN_UNKN
## [9433] UNKN_UNKN
## [9434] UNENCRYPTED_IDENTIFIER
## [9435] UNENCRYPTED_IDENTIFIER
## [9436] UNKN_UNKN
## [9437] UNKN_UNKN
## [9438] UNKN_UNKN
## [9439] UNENCRYPTED_IDENTIFIER
## [9440] UNENCRYPTED_IDENTIFIER
## [9441] UNKN_UNKN
## [9442] UNENCRYPTED_IDENTIFIER
## [9443] UNKN_UNKN
## [9444] UNKN_UNKN
## [9445] UNKN_UNKN
## [9446] UNENCRYPTED_IDENTIFIER
## [9447] UNKN_UNKN
## [9448] UNENCRYPTED_IDENTIFIER
## [9449] UNENCRYPTED_IDENTIFIER
## [9450] UNKN_UNKN
## [9451] UNKN_UNKN
## [9452] UNKN_UNKN
## [9453] UNKN_UNKN
## [9454] UNKN_UNKN
## [9455] UNKN_UNKN
## [9456] UNENCRYPTED_IDENTIFIER
## [9457] UNKN_UNKN
## [9458] UNKN_UNKN
## [9459] UNENCRYPTED_UNKN
## [9460] UNKN_UNKN
## [9461] UNENCRYPTED_IDENTIFIER
## [9462] UNENCRYPTED_IDENTIFIER
## [9463] UNENCRYPTED_IDENTIFIER
## [9464] UNKN_UNKN
## [9465] UNKN_UNKN
## [9466] UNENCRYPTED_IDENTIFIER
## [9467] UNKN_UNKN
## [9468] UNKN_UNKN
## [9469] UNKN_UNKN
## [9470] UNENCRYPTED_IDENTIFIER
## [9471] UNENCRYPTED_IDENTIFIER
## [9472] UNENCRYPTED_IDENTIFIER
## [9473] UNENCRYPTED_IDENTIFIER
## [9474] UNENCRYPTED_IDENTIFIER
## [9475] UNENCRYPTED_IDENTIFIER
## [9476] UNENCRYPTED_IDENTIFIER
## [9477] UNKN_UNKN
## [9478] UNKN_UNKN
## [9479] UNENCRYPTED_SENSITIVE-GOV
## [9480] UNENCRYPTED_UNKN
## [9481] UNENCRYPTED_IDENTIFIER
## [9482] UNENCRYPTED_IDENTIFIER
## [9483] UNENCRYPTED_IDENTIFIER
## [9484] UNENCRYPTED_SENSITIVE-LOGIN
## [9485] UNENCRYPTED_IDENTIFIER
## [9486] UNENCRYPTED_IDENTIFIER
## [9487] UNKN_UNKN
## [9488] UNENCRYPTED_IDENTIFIER
## [9489] UNENCRYPTED_IDENTIFIER
## [9490] UNENCRYPTED_IDENTIFIER
## [9491] UNKN_UNKN
## [9492] UNENCRYPTED_IDENTIFIER
## [9493] UNENCRYPTED_IDENTIFIER
## [9494] UNENCRYPTED_IDENTIFIER
## [9495] UNENCRYPTED_IDENTIFIER
## [9496] UNKN_UNKN
## [9497] UNENCRYPTED_IDENTIFIER
## [9498] UNKN_UNKN
## [9499] UNKN_UNKN
## [9500] UNENCRYPTED_IDENTIFIER
## [9501] UNKN_UNKN
## [9502] UNKN_UNKN
## [9503] UNKN_UNKN
## [9504] UNKN_UNKN
## [9505] UNENCRYPTED_IDENTIFIER
## [9506] UNENCRYPTED_IDENTIFIER
## [9507] UNENCRYPTED_IDENTIFIER
## [9508] UNKN_UNKN
## [9509] UNENCRYPTED_IDENTIFIER
## [9510] UNKN_UNKN
## [9511] UNENCRYPTED_IDENTIFIER
## [9512] UNENCRYPTED_IDENTIFIER
## [9513] UNENCRYPTED_IDENTIFIER
## [9514] UNENCRYPTED_IDENTIFIER
## [9515] UNENCRYPTED_IDENTIFIER
## [9516] UNKN_UNKN
## [9517] UNENCRYPTED_IDENTIFIER
## [9518] UNKN_UNKN
## [9519] UNKN_UNKN
## [9520] UNKN_UNKN
## [9521] UNENCRYPTED_IDENTIFIER
## [9522] UNKN_UNKN
## [9523] UNKN_UNKN
## [9524] UNKN_UNKN
## [9525] UNKN_UNKN
## [9526] UNKN_UNKN
## [9527] UNKN_UNKN
## [9528] UNKN_UNKN
## [9529] UNKN_UNKN
## [9530] UNKN_UNKN
## [9531] UNKN_UNKN
## [9532] UNKN_UNKN
## [9533] UNENCRYPTED_IDENTIFIER
## [9534] UNKN_UNKN
## [9535] UNKN_UNKN
## [9536] UNKN_UNKN
## [9537] UNENCRYPTED_SENSITIVE-GOV
## [9538] UNKN_UNKN
## [9539] UNKN_UNKN
## [9540] UNKN_UNKN
## [9541] UNENCRYPTED_IDENTIFIER
## [9542] UNKN_UNKN
## [9543] UNKN_UNKN
## [9544] UNENCRYPTED_IDENTIFIER
## [9545] UNKN_UNKN
## [9546] UNENCRYPTED_IDENTIFIER
## [9547] UNENCRYPTED_IDENTIFIER
## [9548] UNKN_UNKN
## [9549] UNKN_UNKN
## [9550] UNKN_UNKN
## [9551] UNENCRYPTED_IDENTIFIER
## [9552] UNKN_UNKN
## [9553] UNENCRYPTED_IDENTIFIER
## [9554] UNENCRYPTED_IDENTIFIER
## [9555] UNKN_UNKN
## [9556] UNKN_UNKN
## [9557] UNKN_UNKN
## [9558] UNENCRYPTED_IDENTIFIER
## [9559] UNKN_UNKN
## [9560] UNKN_UNKN
## [9561] UNKN_UNKN
## [9562] UNENCRYPTED_IDENTIFIER
## [9563] UNKN_UNKN
## [9564] UNENCRYPTED_IDENTIFIER
## [9565] UNENCRYPTED_IDENTIFIER
## [9566] UNKN_UNKN
## [9567] UNENCRYPTED_IDENTIFIER
## [9568] UNKN_UNKN
## [9569] UNENCRYPTED_IDENTIFIER
## [9570] UNKN_UNKN
## [9571] UNENCRYPTED_IDENTIFIER
## [9572] UNENCRYPTED_IDENTIFIER
## [9573] UNENCRYPTED_IDENTIFIER
## [9574] UNENCRYPTED_IDENTIFIER
## [9575] UNKN_UNKN
## [9576] UNENCRYPTED_IDENTIFIER
## [9577] UNKN_UNKN
## [9578] UNKN_UNKN
## [9579] UNKN_UNKN
## [9580] UNENCRYPTED_IDENTIFIER
## [9581] UNENCRYPTED_UNKN
## [9582] UNENCRYPTED_IDENTIFIER
## [9583] UNKN_UNKN
## [9584] UNENCRYPTED_IDENTIFIER
## [9585] UNKN_UNKN
## [9586] UNENCRYPTED_UNKN
## [9587] UNKN_UNKN
## [9588] UNENCRYPTED_IDENTIFIER
## [9589] UNENCRYPTED_IDENTIFIER
## [9590] UNKN_UNKN
## [9591] UNENCRYPTED_IDENTIFIER
## [9592] UNENCRYPTED_IDENTIFIER
## [9593] UNKN_UNKN
## [9594] UNENCRYPTED_IDENTIFIER
## [9595] UNKN_UNKN
## [9596] UNKN_UNKN
## [9597] UNKN_UNKN
## [9598] UNKN_UNKN
## [9599] UNENCRYPTED_IDENTIFIER
## [9600] UNENCRYPTED_IDENTIFIER
## [9601] UNENCRYPTED_IDENTIFIER
## [9602] UNKN_UNKN
## [9603] UNENCRYPTED_IDENTIFIER
## [9604] UNENCRYPTED_IDENTIFIER
## [9605] UNENCRYPTED_IDENTIFIER
## [9606] UNKN_UNKN
## [9607] UNENCRYPTED_IDENTIFIER
## [9608] UNKN_UNKN
## [9609] UNKN_UNKN
## [9610] UNKN_UNKN
## [9611] UNKN_UNKN
## [9612] UNENCRYPTED_IDENTIFIER
## [9613] UNKN_UNKN
## [9614] UNKN_UNKN
## [9615] UNENCRYPTED_IDENTIFIER
## [9616] UNENCRYPTED_IDENTIFIER
## [9617] UNKN_UNKN
## [9618] UNENCRYPTED_IDENTIFIER
## [9619] UNENCRYPTED_IDENTIFIER
## [9620] UNENCRYPTED_HEALTH
## [9621] UNENCRYPTED_IDENTIFIER
## [9622] UNKN_UNKN
## [9623] UNKN_UNKN
## [9624] UNKN_UNKN
## [9625] UNKN_UNKN
## [9626] UNKN_UNKN
## [9627] UNENCRYPTED_IDENTIFIER
## [9628] UNKN_UNKN
## [9629] UNENCRYPTED_IDENTIFIER
## [9630] UNKN_UNKN
## [9631] UNKN_UNKN
## [9632] UNENCRYPTED_IDENTIFIER
## [9633] UNKN_UNKN
## [9634] UNKN_UNKN
## [9635] UNKN_UNKN
## [9636] UNENCRYPTED_IDENTIFIER
## [9637] UNKN_UNKN
## [9638] UNKN_UNKN
## [9639] UNENCRYPTED_IDENTIFIER
## [9640] UNENCRYPTED_IDENTIFIER
## [9641] UNENCRYPTED_IDENTIFIER
## [9642] UNKN_UNKN
## [9643] UNENCRYPTED_IDENTIFIER
## [9644] UNENCRYPTED_IDENTIFIER
## [9645] UNENCRYPTED_IDENTIFIER
## [9646] UNKN_UNKN
## [9647] UNENCRYPTED_SENSITIVE-GOV
## [9648] UNENCRYPTED_IDENTIFIER
## [9649] UNENCRYPTED_IDENTIFIER
## [9650] UNKN_UNKN
## [9651] UNKN_UNKN
## [9652] UNENCRYPTED_IDENTIFIER
## [9653] UNENCRYPTED_IDENTIFIER
## [9654] UNKN_UNKN
## [9655] UNKN_UNKN
## [9656] UNENCRYPTED_HEALTH
## [9657] UNKN_UNKN
## [9658] UNKN_UNKN
## [9659] UNENCRYPTED_IDENTIFIER
## [9660] UNENCRYPTED_IDENTIFIER
## [9661] UNKN_UNKN
## [9662] UNKN_UNKN
## [9663] UNKN_UNKN
## [9664] UNENCRYPTED_IDENTIFIER
## [9665] UNENCRYPTED_IDENTIFIER
## [9666] UNKN_UNKN
## [9667] UNENCRYPTED_IDENTIFIER
## [9668] UNENCRYPTED_IDENTIFIER
## [9669] UNENCRYPTED_IDENTIFIER
## [9670] UNKN_UNKN
## [9671] UNKN_UNKN
## [9672] UNENCRYPTED_IDENTIFIER
## [9673] UNKN_UNKN
## [9674] UNENCRYPTED_IDENTIFIER
## [9675] UNENCRYPTED_IDENTIFIER
## [9676] UNENCRYPTED_IDENTIFIER
## [9677] UNENCRYPTED_IDENTIFIER
## [9678] UNKN_UNKN
## [9679] UNKN_UNKN
## [9680] UNKN_UNKN
## [9681] UNENCRYPTED_IDENTIFIER
## [9682] UNENCRYPTED_IDENTIFIER
## [9683] UNENCRYPTED_IDENTIFIER
## [9684] UNKN_UNKN
## [9685] UNENCRYPTED_IDENTIFIER
## [9686] ENCRYPTED_SENSITIVE-LOGIN
## [9687] UNENCRYPTED_IDENTIFIER
## [9688] UNENCRYPTED_IDENTIFIER
## [9689] UNENCRYPTED_IDENTIFIER
## [9690] UNKN_UNKN
## [9691] UNKN_UNKN
## [9692] UNKN_UNKN
## [9693] UNKN_UNKN
## [9694] UNENCRYPTED_IDENTIFIER
## [9695] UNENCRYPTED_IDENTIFIER
## [9696] UNKN_UNKN
## [9697] UNENCRYPTED_IDENTIFIER
## [9698] UNKN_UNKN
## [9699] UNKN_UNKN
## [9700] UNKN_UNKN
## [9701] UNKN_UNKN
## [9702] UNKN_UNKN
## [9703] UNENCRYPTED_IDENTIFIER
## [9704] UNKN_UNKN
## [9705] ENCRYPTED_SENSITIVE-GOV
## [9706] UNENCRYPTED_IDENTIFIER
## [9707] UNENCRYPTED_IDENTIFIER
## [9708] UNENCRYPTED_IDENTIFIER
## [9709] UNENCRYPTED_IDENTIFIER
## [9710] UNKN_UNKN
## [9711] UNKN_UNKN
## [9712] UNENCRYPTED_IDENTIFIER
## [9713] UNENCRYPTED_IDENTIFIER
## [9714] UNKN_UNKN
## [9715] UNENCRYPTED_IDENTIFIER
## [9716] UNENCRYPTED_IDENTIFIER
## [9717] UNKN_UNKN
## [9718] UNKN_UNKN
## [9719] UNKN_UNKN
## [9720] UNENCRYPTED_IDENTIFIER
## [9721] UNKN_UNKN
## [9722] UNKN_UNKN
## [9723] UNKN_UNKN
## [9724] UNENCRYPTED_IDENTIFIER
## [9725] UNENCRYPTED_IDENTIFIER
## [9726] UNKN_UNKN
## [9727] UNENCRYPTED_IDENTIFIER
## [9728] UNKN_UNKN
## [9729] UNKN_UNKN
## [9730] UNENCRYPTED_IDENTIFIER
## [9731] UNKN_UNKN
## [9732] UNENCRYPTED_IDENTIFIER
## [9733] UNENCRYPTED_IDENTIFIER
## [9734] UNKN_UNKN
## [9735] UNENCRYPTED_IDENTIFIER
## [9736] UNENCRYPTED_IDENTIFIER
## [9737] UNENCRYPTED_IDENTIFIER
## [9738] UNKN_UNKN
## [9739] UNENCRYPTED_IDENTIFIER
## [9740] UNENCRYPTED_IDENTIFIER
## [9741] UNENCRYPTED_IDENTIFIER
## [9742] UNKN_UNKN
## [9743] UNKN_UNKN
## [9744] UNENCRYPTED_IDENTIFIER
## [9745] UNKN_UNKN
## [9746] UNENCRYPTED_IDENTIFIER
## [9747] UNENCRYPTED_IDENTIFIER
## [9748] UNKN_UNKN
## [9749] UNKN_UNKN
## [9750] UNENCRYPTED_IDENTIFIER
## [9751] UNKN_UNKN
## [9752] UNENCRYPTED_IDENTIFIER
## [9753] UNKN_UNKN
## [9754] UNKN_UNKN
## [9755] UNENCRYPTED_UNKN
## [9756] UNENCRYPTED_IDENTIFIER
## [9757] UNKN_UNKN
## [9758] UNENCRYPTED_SENSITIVE-LOGIN
## [9759] UNENCRYPTED_IDENTIFIER
## [9760] UNENCRYPTED_IDENTIFIER
## [9761] UNENCRYPTED_IDENTIFIER
## [9762] UNENCRYPTED_IDENTIFIER
## [9763] UNKN_UNKN
## [9764] UNKN_UNKN
## [9765] UNENCRYPTED_IDENTIFIER
## [9766] UNKN_UNKN
## [9767] UNENCRYPTED_IDENTIFIER
## [9768] UNKN_UNKN
## [9769] UNENCRYPTED_IDENTIFIER
## [9770] UNKN_UNKN
## [9771] UNKN_UNKN
## [9772] UNENCRYPTED_HEALTH
## [9773] UNKN_UNKN
## [9774] UNKN_UNKN
## [9775] UNENCRYPTED_IDENTIFIER
## [9776] UNKN_UNKN
## [9777] UNKN_UNKN
## [9778] UNKN_UNKN
## [9779] UNKN_UNKN
## [9780] UNENCRYPTED_IDENTIFIER
## [9781] UNENCRYPTED_UNKN
## [9782] UNENCRYPTED_IDENTIFIER
## [9783] UNKN_UNKN
## [9784] UNENCRYPTED_IDENTIFIER
## [9785] UNENCRYPTED_IDENTIFIER
## [9786] UNENCRYPTED_SENSITIVE-LOGIN
## [9787] UNENCRYPTED_IDENTIFIER
## [9788] UNKN_UNKN
## [9789] UNKN_UNKN
## [9790] UNKN_UNKN
## [9791] UNENCRYPTED_IDENTIFIER
## [9792] UNKN_UNKN
## [9793] UNKN_UNKN
## [9794] UNKN_UNKN
## [9795] UNENCRYPTED_IDENTIFIER
## [9796] UNKN_UNKN
## [9797] UNENCRYPTED_IDENTIFIER
## [9798] UNKN_UNKN
## [9799] UNENCRYPTED_IDENTIFIER
## [9800] UNKN_UNKN
## [9801] UNKN_UNKN
## [9802] UNKN_UNKN
## [9803] UNENCRYPTED_IDENTIFIER
## [9804] UNENCRYPTED_IDENTIFIER
## [9805] UNKN_UNKN
## [9806] UNKN_UNKN
## [9807] UNENCRYPTED_IDENTIFIER
## [9808] UNENCRYPTED_IDENTIFIER
## [9809] UNKN_UNKN
## [9810] UNKN_UNKN
## [9811] UNENCRYPTED_UNKN
## [9812] UNKN_UNKN
## [9813] UNENCRYPTED_IDENTIFIER
## [9814] UNENCRYPTED_IDENTIFIER
## [9815] UNKN_UNKN
## [9816] UNENCRYPTED_IDENTIFIER
## [9817] UNKN_UNKN
## [9818] UNKN_UNKN
## [9819] UNENCRYPTED_IDENTIFIER
## [9820] UNKN_UNKN
## [9821] UNENCRYPTED_UNKN
## [9822] ENCRYPTED_IDENTIFIER
## [9823] UNENCRYPTED_IDENTIFIER
## [9824] UNKN_UNKN
## [9825] UNENCRYPTED_IDENTIFIER
## [9826] UNKN_UNKN
## [9827] UNENCRYPTED_IDENTIFIER
## [9828] UNKN_UNKN
## [9829] UNKN_UNKN
## [9830] UNENCRYPTED_IDENTIFIER
## [9831] UNENCRYPTED_IDENTIFIER
## [9832] UNENCRYPTED_IDENTIFIER
## [9833] UNENCRYPTED_IDENTIFIER
## [9834] UNKN_UNKN
## [9835] UNENCRYPTED_IDENTIFIER
## [9836] UNKN_UNKN
## [9837] UNENCRYPTED_UNKN
## [9838] UNKN_UNKN
## [9839] UNKN_UNKN
## [9840] UNENCRYPTED_IDENTIFIER
## [9841] UNKN_UNKN
## [9842] UNKN_UNKN
## [9843] UNKN_UNKN
## [9844] UNENCRYPTED_IDENTIFIER
## [9845] UNENCRYPTED_IDENTIFIER
## [9846] UNKN_UNKN
## [9847] UNENCRYPTED_SENSITIVE-LOGIN
## [9848] UNKN_UNKN
## [9849] UNENCRYPTED_IDENTIFIER
## [9850] UNENCRYPTED_IDENTIFIER
## [9851] UNKN_UNKN
## [9852] UNENCRYPTED_IDENTIFIER
## [9853] UNKN_UNKN
## [9854] UNKN_UNKN
## [9855] UNENCRYPTED_IDENTIFIER
## [9856] UNENCRYPTED_IDENTIFIER
## [9857] UNENCRYPTED_IDENTIFIER
## [9858] UNKN_UNKN
## [9859] UNENCRYPTED_IDENTIFIER
## [9860] UNENCRYPTED_IDENTIFIER
## [9861] UNKN_UNKN
## [9862] UNKN_UNKN
## [9863] UNKN_UNKN
## [9864] UNKN_UNKN
## [9865] UNKN_UNKN
## [9866] UNENCRYPTED_SENSITIVE-LOGIN
## [9867] UNENCRYPTED_IDENTIFIER
## [9868] UNENCRYPTED_IDENTIFIER
## [9869] UNENCRYPTED_IDENTIFIER
## [9870] UNENCRYPTED_IDENTIFIER
## [9871] UNENCRYPTED_HEALTH
## [9872] UNENCRYPTED_IDENTIFIER
## [9873] UNKN_UNKN
## [9874] UNKN_UNKN
## [9875] UNKN_UNKN
## [9876] UNKN_UNKN
## [9877] UNKN_UNKN
## [9878] UNKN_UNKN
## [9879] UNKN_UNKN
## [9880] UNKN_UNKN
## [9881] UNENCRYPTED_IDENTIFIER
## [9882] UNKN_UNKN
## [9883] UNENCRYPTED_IDENTIFIER
## [9884] UNKN_UNKN
## [9885] UNKN_UNKN
## [9886] UNENCRYPTED_SENSITIVE-LOGIN
## [9887] UNENCRYPTED_SENSITIVE-LOGIN
## [9888] UNENCRYPTED_IDENTIFIER
## [9889] UNENCRYPTED_IDENTIFIER
## [9890] UNENCRYPTED_IDENTIFIER
## [9891] UNENCRYPTED_IDENTIFIER
## [9892] UNKN_UNKN
## [9893] UNENCRYPTED_IDENTIFIER
## [9894] UNENCRYPTED_IDENTIFIER
## [9895] UNKN_UNKN
## [9896] UNKN_UNKN
## [9897] UNENCRYPTED_IDENTIFIER
## [9898] UNKN_UNKN
## [9899] UNENCRYPTED_IDENTIFIER
## [9900] UNKN_UNKN
## [9901] UNENCRYPTED_IDENTIFIER
## [9902] UNENCRYPTED_IDENTIFIER
## [9903] UNENCRYPTED_IDENTIFIER
## [9904] UNENCRYPTED_HEALTH
## [9905] UNKN_UNKN
## [9906] UNKN_UNKN
## [9907] UNKN_UNKN
## [9908] UNKN_UNKN
## [9909] UNKN_UNKN
## [9910] UNENCRYPTED_IDENTIFIER
## [9911] UNENCRYPTED_IDENTIFIER
## [9912] UNKN_UNKN
## [9913] UNENCRYPTED_IDENTIFIER
## [9914] UNKN_UNKN
## [9915] UNENCRYPTED_IDENTIFIER
## [9916] UNENCRYPTED_IDENTIFIER
## [9917] UNKN_UNKN
## [9918] UNENCRYPTED_IDENTIFIER
## [9919] UNENCRYPTED_IDENTIFIER
## [9920] UNENCRYPTED_IDENTIFIER
## [9921] UNKN_UNKN
## [9922] UNKN_UNKN
## [9923] UNKN_UNKN
## [9924] UNKN_UNKN
## [9925] UNKN_UNKN
## [9926] UNKN_UNKN
## [9927] UNKN_UNKN
## [9928] UNKN_UNKN
## [9929] UNKN_UNKN
## [9930] UNENCRYPTED_HEALTH
## [9931] UNENCRYPTED_IDENTIFIER
## [9932] UNKN_UNKN
## [9933] UNKN_UNKN
## [9934] UNENCRYPTED_IDENTIFIER
## [9935] UNKN_UNKN
## [9936] UNKN_UNKN
## [9937] ENCRYPTED_IDENTIFIER
## [9938] UNENCRYPTED_HEALTH
## [9939] UNENCRYPTED_IDENTIFIER
## [9940] UNKN_UNKN
## [9941] UNKN_UNKN
## [9942] UNENCRYPTED_IDENTIFIER
## [9943] UNKN_UNKN
## [9944] UNKN_UNKN
## [9945] UNKN_UNKN
## [9946] UNKN_UNKN
## [9947] UNKN_UNKN
## [9948] UNKN_UNKN
## [9949] UNKN_UNKN
## [9950] UNENCRYPTED_IDENTIFIER
## [9951] UNKN_UNKN
## [9952] UNKN_UNKN
## [9953] UNENCRYPTED_UNKN
## [9954] UNKN_UNKN
## [9955] UNKN_UNKN
## [9956] UNENCRYPTED_IDENTIFIER
## [9957] UNKN_UNKN
## [9958] UNENCRYPTED_IDENTIFIER
## [9959] UNENCRYPTED_UNKN
## [9960] UNENCRYPTED_IDENTIFIER
## [9961] UNKN_UNKN
## [9962] UNKN_UNKN
## [9963] UNKN_UNKN
## [9964] UNKN_UNKN
## [9965] UNKN_UNKN
## [9966] UNKN_UNKN
## [9967] UNENCRYPTED_IDENTIFIER
## [9968] UNKN_UNKN
## [9969] UNKN_UNKN
## [9970] UNKN_UNKN
## [9971] ENCRYPTED_IDENTIFIER
## [9972] UNENCRYPTED_IDENTIFIER
## [9973] UNENCRYPTED_IDENTIFIER
## [9974] UNKN_UNKN
## [9975] UNKN_UNKN
## [9976] UNENCRYPTED_UNKN
## [9977] UNKN_UNKN
## [9978] UNENCRYPTED_IDENTIFIER
## [9979] UNKN_UNKN
## [9980] UNKN_UNKN
## [9981] UNKN_UNKN
## [9982] UNKN_UNKN
## [9983] UNENCRYPTED_IDENTIFIER
## [9984] UNENCRYPTED_IDENTIFIER
## [9985] UNKN_UNKN
## [9986] UNENCRYPTED_IDENTIFIER
## [9987] UNKN_UNKN
## [9988] UNKN_UNKN
## [9989] UNKN_UNKN
## [9990] UNKN_UNKN
## [9991] UNKN_UNKN
## [9992] UNKN_UNKN
## [9993] UNENCRYPTED_IDENTIFIER
## [9994] UNKN_UNKN
## [9995] UNKN_UNKN
## [9996] UNKN_UNKN
## [9997] UNENCRYPTED_IDENTIFIER
## [9998] UNENCRYPTED_SENSITIVE-GOV
## [9999] UNENCRYPTED_IDENTIFIER
## [10000] UNKN_UNKN
## [10001] UNENCRYPTED_IDENTIFIER
## [10002] UNKN_UNKN
## [10003] UNENCRYPTED_IDENTIFIER
## [10004] UNENCRYPTED_UNKN
## [10005] UNENCRYPTED_IDENTIFIER
## [10006] UNENCRYPTED_IDENTIFIER
## [10007] UNENCRYPTED_IDENTIFIER
## [10008] UNKN_UNKN
## [10009] UNKN_UNKN
## [10010] UNENCRYPTED_IDENTIFIER
## [10011] UNKN_UNKN
## [10012] UNKN_UNKN
## [10013] UNKN_HEALTH
## [10014] UNENCRYPTED_IDENTIFIER
## [10015] UNENCRYPTED_IDENTIFIER
## [10016] UNENCRYPTED_IDENTIFIER
## [10017] UNENCRYPTED_IDENTIFIER
## [10018] UNENCRYPTED_IDENTIFIER
## [10019] UNENCRYPTED_IDENTIFIER
## [10020] UNENCRYPTED_IDENTIFIER
## [10021] UNKN_UNKN
## [10022] UNENCRYPTED_IDENTIFIER
## [10023] UNKN_UNKN
## [10024] UNKN_UNKN
## [10025] UNENCRYPTED_IDENTIFIER
## [10026] UNENCRYPTED_IDENTIFIER
## [10027] UNKN_UNKN
## [10028] UNKN_UNKN
## [10029] UNENCRYPTED_IDENTIFIER
## [10030] UNKN_UNKN
## [10031] UNENCRYPTED_IDENTIFIER
## [10032] UNENCRYPTED_IDENTIFIER
## [10033] UNENCRYPTED_IDENTIFIER
## [10034] UNKN_UNKN
## [10035] UNENCRYPTED_IDENTIFIER
## [10036] UNENCRYPTED_IDENTIFIER
## [10037] UNKN_UNKN
## [10038] UNKN_UNKN
## [10039] UNENCRYPTED_IDENTIFIER
## [10040] UNENCRYPTED_IDENTIFIER
## [10041] UNENCRYPTED_SENSITIVE-GOV
## [10042] UNKN_UNKN
## [10043] UNENCRYPTED_IDENTIFIER
## [10044] UNKN_UNKN
## [10045] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [10046] UNENCRYPTED_IDENTIFIER
## [10047] UNENCRYPTED_IDENTIFIER
## [10048] UNKN_UNKN
## [10049] UNENCRYPTED_IDENTIFIER
## [10050] UNENCRYPTED_IDENTIFIER
## [10051] UNENCRYPTED_SENSITIVE-GOV
## [10052] UNKN_UNKN
## [10053] UNKN_UNKN
## [10054] UNKN_UNKN
## [10055] UNENCRYPTED_IDENTIFIER
## [10056] UNKN_UNKN
## [10057] UNKN_UNKN
## [10058] UNKN_UNKN
## [10059] UNKN_UNKN
## [10060] UNKN_UNKN
## [10061] UNENCRYPTED_IDENTIFIER
## [10062] UNENCRYPTED_IDENTIFIER
## [10063] UNKN_UNKN
## [10064] UNENCRYPTED_IDENTIFIER
## [10065] UNKN_UNKN
## [10066] UNKN_UNKN
## [10067] UNENCRYPTED_IDENTIFIER
## [10068] UNKN_UNKN
## [10069] UNENCRYPTED_IDENTIFIER
## [10070] UNENCRYPTED_IDENTIFIER
## [10071] UNENCRYPTED_IDENTIFIER
## [10072] UNKN_UNKN
## [10073] UNENCRYPTED_IDENTIFIER
## [10074] UNENCRYPTED_IDENTIFIER
## [10075] UNENCRYPTED_IDENTIFIER
## [10076] UNKN_UNKN
## [10077] UNKN_UNKN
## [10078] UNKN_UNKN
## [10079] UNENCRYPTED_IDENTIFIER
## [10080] UNENCRYPTED_IDENTIFIER
## [10081] UNENCRYPTED_SENSITIVE-LOGIN
## [10082] UNENCRYPTED_IDENTIFIER
## [10083] UNENCRYPTED_IDENTIFIER
## [10084] UNKN_UNKN
## [10085] UNENCRYPTED_IDENTIFIER
## [10086] UNENCRYPTED_IDENTIFIER
## [10087] UNKN_UNKN
## [10088] UNENCRYPTED_IDENTIFIER
## [10089] UNKN_UNKN
## [10090] UNENCRYPTED_IDENTIFIER
## [10091] UNKN_UNKN
## [10092] UNKN_UNKN
## [10093] UNENCRYPTED_IDENTIFIER
## [10094] UNENCRYPTED_IDENTIFIER
## [10095] UNENCRYPTED_IDENTIFIER
## [10096] UNKN_UNKN
## [10097] UNENCRYPTED_IDENTIFIER
## [10098] UNKN_UNKN
## [10099] UNENCRYPTED_IDENTIFIER
## [10100] UNKN_UNKN
## [10101] UNKN_UNKN
## [10102] UNKN_UNKN
## [10103] UNKN_UNKN
## [10104] UNENCRYPTED_IDENTIFIER
## [10105] UNENCRYPTED_IDENTIFIER
## [10106] UNKN_UNKN
## [10107] UNENCRYPTED_IDENTIFIER
## [10108] UNKN_UNKN
## [10109] UNENCRYPTED_IDENTIFIER
## [10110] UNENCRYPTED_IDENTIFIER
## [10111] UNKN_UNKN
## [10112] UNKN_UNKN
## [10113] UNENCRYPTED_IDENTIFIER
## [10114] UNKN_UNKN
## [10115] UNENCRYPTED_IDENTIFIER
## [10116] UNKN_UNKN
## [10117] UNKN_UNKN
## [10118] UNENCRYPTED_IDENTIFIER
## [10119] UNENCRYPTED_IDENTIFIER
## [10120] UNKN_UNKN
## [10121] UNENCRYPTED_SENSITIVE-LOGIN
## [10122] UNKN_UNKN
## [10123] UNENCRYPTED_IDENTIFIER
## [10124] UNKN_UNKN
## [10125] UNENCRYPTED_IDENTIFIER
## [10126] UNKN_UNKN
## [10127] UNKN_UNKN
## [10128] UNENCRYPTED_UNKN
## [10129] UNENCRYPTED_IDENTIFIER
## [10130] UNENCRYPTED_IDENTIFIER
## [10131] UNENCRYPTED_IDENTIFIER
## [10132] UNKN_UNKN
## [10133] UNKN_UNKN
## [10134] UNKN_UNKN
## [10135] UNKN_UNKN
## [10136] UNKN_UNKN
## [10137] UNKN_UNKN
## [10138] UNENCRYPTED_IDENTIFIER
## [10139] UNENCRYPTED_IDENTIFIER
## [10140] UNKN_UNKN
## [10141] UNKN_UNKN
## [10142] UNKN_UNKN
## [10143] UNENCRYPTED_IDENTIFIER
## [10144] UNKN_UNKN
## [10145] UNKN_UNKN
## [10146] ENCRYPTED_IDENTIFIER
## [10147] UNENCRYPTED_IDENTIFIER
## [10148] UNKN_UNKN
## [10149] UNENCRYPTED_IDENTIFIER
## [10150] UNENCRYPTED_HEALTH
## [10151] UNKN_UNKN
## [10152] UNENCRYPTED_IDENTIFIER
## [10153] UNENCRYPTED_IDENTIFIER
## [10154] UNENCRYPTED_IDENTIFIER
## [10155] UNKN_UNKN
## [10156] UNKN_UNKN
## [10157] UNKN_UNKN
## [10158] UNKN_UNKN
## [10159] UNENCRYPTED_IDENTIFIER
## [10160] UNKN_UNKN
## [10161] UNENCRYPTED_IDENTIFIER
## [10162] UNENCRYPTED_IDENTIFIER
## [10163] UNKN_UNKN
## [10164] UNENCRYPTED_IDENTIFIER
## [10165] UNKN_UNKN
## [10166] UNKN_UNKN
## [10167] UNKN_UNKN
## [10168] UNKN_UNKN
## [10169] UNKN_UNKN
## [10170] UNENCRYPTED_IDENTIFIER
## [10171] UNENCRYPTED_IDENTIFIER
## [10172] UNENCRYPTED_UNKN
## [10173] UNENCRYPTED_IDENTIFIER
## [10174] UNKN_UNKN
## [10175] UNKN_UNKN
## [10176] UNENCRYPTED_IDENTIFIER
## [10177] UNKN_UNKN
## [10178] UNENCRYPTED_IDENTIFIER
## [10179] UNKN_UNKN
## [10180] UNKN_UNKN
## [10181] UNKN_UNKN
## [10182] UNKN_UNKN
## [10183] UNENCRYPTED_IDENTIFIER
## [10184] UNENCRYPTED_IDENTIFIER
## [10185] UNKN_UNKN
## [10186] UNKN_UNKN
## [10187] UNENCRYPTED_HEALTH
## [10188] UNKN_UNKN
## [10189] UNENCRYPTED_SENSITIVE-LOGIN
## [10190] UNKN_UNKN
## [10191] UNENCRYPTED_IDENTIFIER
## [10192] UNKN_UNKN
## [10193] UNKN_UNKN
## [10194] UNKN_UNKN
## [10195] UNENCRYPTED_IDENTIFIER
## [10196] UNKN_UNKN
## [10197] UNENCRYPTED_IDENTIFIER
## [10198] UNENCRYPTED_IDENTIFIER
## [10199] UNENCRYPTED_IDENTIFIER
## [10200] UNENCRYPTED_IDENTIFIER
## [10201] UNENCRYPTED_IDENTIFIER
## [10202] UNKN_UNKN
## [10203] UNENCRYPTED_IDENTIFIER
## [10204] UNENCRYPTED_IDENTIFIER
## [10205] UNKN_UNKN
## [10206] UNENCRYPTED_IDENTIFIER
## [10207] UNKN_UNKN
## [10208] UNENCRYPTED_IDENTIFIER
## [10209] UNKN_UNKN
## [10210] UNKN_UNKN
## [10211] UNENCRYPTED_IDENTIFIER
## [10212] UNKN_UNKN
## [10213] UNKN_UNKN
## [10214] UNKN_UNKN
## [10215] UNKN_UNKN
## [10216] UNENCRYPTED_IDENTIFIER
## [10217] UNKN_UNKN
## [10218] UNENCRYPTED_IDENTIFIER
## [10219] UNENCRYPTED_HEALTH
## [10220] UNKN_UNKN
## [10221] UNKN_UNKN
## [10222] UNKN_UNKN
## [10223] UNENCRYPTED_IDENTIFIER
## [10224] UNENCRYPTED_IDENTIFIER
## [10225] UNENCRYPTED_IDENTIFIER
## [10226] UNKN_UNKN
## [10227] UNKN_UNKN
## [10228] UNENCRYPTED_IDENTIFIER
## [10229] UNKN_UNKN
## [10230] UNKN_UNKN
## [10231] UNKN_UNKN
## [10232] UNENCRYPTED_UNKN
## [10233] UNENCRYPTED_IDENTIFIER
## [10234] UNENCRYPTED_IDENTIFIER
## [10235] UNKN_UNKN
## [10236] UNENCRYPTED_IDENTIFIER
## [10237] UNENCRYPTED_IDENTIFIER
## [10238] UNKN_UNKN
## [10239] UNKN_UNKN
## [10240] UNKN_UNKN
## [10241] UNENCRYPTED_IDENTIFIER
## [10242] UNENCRYPTED_IDENTIFIER
## [10243] UNKN_HEALTH
## [10244] UNKN_UNKN
## [10245] UNENCRYPTED_IDENTIFIER
## [10246] UNKN_UNKN
## [10247] UNENCRYPTED_IDENTIFIER
## [10248] UNKN_UNKN
## [10249] UNENCRYPTED_IDENTIFIER
## [10250] UNKN_UNKN
## [10251] UNENCRYPTED_IDENTIFIER
## [10252] UNENCRYPTED_SENSITIVE-GOV
## [10253] UNENCRYPTED_IDENTIFIER
## [10254] UNKN_UNKN
## [10255] UNENCRYPTED_IDENTIFIER
## [10256] UNKN_UNKN
## [10257] UNENCRYPTED_IDENTIFIER
## [10258] UNKN_UNKN
## [10259] UNKN_UNKN
## [10260] UNENCRYPTED_HEALTH
## [10261] UNENCRYPTED_IDENTIFIER
## [10262] UNENCRYPTED_IDENTIFIER
## [10263] UNENCRYPTED_IDENTIFIER
## [10264] UNKN_UNKN
## [10265] UNKN_UNKN
## [10266] UNENCRYPTED_IDENTIFIER
## [10267] UNENCRYPTED_IDENTIFIER
## [10268] UNKN_UNKN
## [10269] UNKN_UNKN
## [10270] UNENCRYPTED_IDENTIFIER
## [10271] UNKN_UNKN
## [10272] UNENCRYPTED_IDENTIFIER
## [10273] UNENCRYPTED_IDENTIFIER
## [10274] UNENCRYPTED_IDENTIFIER
## [10275] UNKN_UNKN
## [10276] UNENCRYPTED_IDENTIFIER
## [10277] UNENCRYPTED_SENSITIVE-LOGIN
## [10278] UNENCRYPTED_IDENTIFIER
## [10279] UNENCRYPTED_IDENTIFIER
## [10280] UNENCRYPTED_IDENTIFIER
## [10281] UNKN_UNKN
## [10282] UNKN_UNKN
## [10283] UNENCRYPTED_IDENTIFIER
## [10284] UNENCRYPTED_IDENTIFIER
## [10285] UNENCRYPTED_IDENTIFIER
## [10286] UNENCRYPTED_IDENTIFIER
## [10287] UNKN_UNKN
## [10288] UNENCRYPTED_IDENTIFIER
## [10289] UNKN_UNKN
## [10290] UNKN_UNKN
## [10291] UNKN_UNKN
## [10292] UNKN_UNKN
## [10293] UNKN_UNKN
## [10294] UNKN_UNKN
## [10295] UNENCRYPTED_IDENTIFIER
## [10296] UNKN_UNKN
## [10297] UNKN_UNKN
## [10298] UNKN_UNKN
## [10299] UNKN_UNKN
## [10300] UNKN_UNKN
## [10301] UNENCRYPTED_IDENTIFIER
## [10302] UNENCRYPTED_IDENTIFIER
## [10303] UNENCRYPTED_IDENTIFIER
## [10304] UNKN_UNKN
## [10305] UNENCRYPTED_IDENTIFIER
## [10306] UNKN_UNKN
## [10307] UNKN_UNKN
## [10308] UNKN_UNKN
## [10309] UNKN_UNKN
## [10310] UNKN_UNKN
## [10311] UNENCRYPTED_IDENTIFIER
## [10312] UNENCRYPTED_IDENTIFIER
## [10313] UNENCRYPTED_IDENTIFIER
## [10314] UNKN_UNKN
## [10315] UNKN_UNKN
## [10316] UNKN_UNKN
## [10317] UNKN_UNKN
## [10318] UNKN_UNKN
## [10319] UNKN_UNKN
## [10320] UNKN_UNKN
## [10321] UNENCRYPTED_IDENTIFIER
## [10322] UNENCRYPTED_IDENTIFIER
## [10323] UNENCRYPTED_IDENTIFIER
## [10324] UNENCRYPTED_IDENTIFIER
## [10325] UNKN_UNKN
## [10326] UNKN_UNKN
## [10327] UNENCRYPTED_UNKN
## [10328] UNKN_UNKN
## [10329] UNENCRYPTED_IDENTIFIER
## [10330] ENCRYPTED_HEALTH
## [10331] UNENCRYPTED_IDENTIFIER
## [10332] UNENCRYPTED_IDENTIFIER
## [10333] UNKN_UNKN
## [10334] UNKN_UNKN
## [10335] UNKN_UNKN
## [10336] UNKN_UNKN
## [10337] UNENCRYPTED_IDENTIFIER
## [10338] UNENCRYPTED_IDENTIFIER
## [10339] UNKN_UNKN
## [10340] UNENCRYPTED_IDENTIFIER
## [10341] UNKN_UNKN
## [10342] UNENCRYPTED_SENSITIVE-LOGIN
## [10343] UNKN_UNKN
## [10344] UNENCRYPTED_IDENTIFIER
## [10345] UNENCRYPTED_IDENTIFIER
## [10346] UNENCRYPTED_IDENTIFIER
## [10347] UNENCRYPTED_IDENTIFIER
## [10348] UNKN_UNKN
## [10349] UNENCRYPTED_IDENTIFIER
## [10350] UNENCRYPTED_IDENTIFIER
## [10351] UNENCRYPTED_IDENTIFIER
## [10352] UNENCRYPTED_IDENTIFIER
## [10353] UNKN_UNKN
## [10354] UNENCRYPTED_IDENTIFIER
## [10355] UNKN_UNKN
## [10356] UNKN_UNKN
## [10357] UNKN_UNKN
## [10358] UNKN_UNKN
## [10359] UNKN_UNKN
## [10360] UNKN_UNKN
## [10361] UNENCRYPTED_IDENTIFIER
## [10362] UNENCRYPTED_IDENTIFIER
## [10363] UNENCRYPTED_HEALTH
## [10364] UNKN_UNKN
## [10365] UNENCRYPTED_UNKN
## [10366] UNENCRYPTED_IDENTIFIER
## [10367] UNKN_UNKN
## [10368] UNENCRYPTED_IDENTIFIER
## [10369] UNENCRYPTED_IDENTIFIER
## [10370] UNENCRYPTED_IDENTIFIER
## [10371] UNKN_UNKN
## [10372] UNKN_UNKN
## [10373] UNKN_UNKN
## [10374] UNENCRYPTED_IDENTIFIER
## [10375] UNKN_UNKN
## [10376] UNENCRYPTED_IDENTIFIER
## [10377] UNENCRYPTED_IDENTIFIER
## [10378] UNENCRYPTED_UNKN
## [10379] UNENCRYPTED_IDENTIFIER
## [10380] UNENCRYPTED_IDENTIFIER
## [10381] UNKN_UNKN
## [10382] UNKN_UNKN
## [10383] UNENCRYPTED_IDENTIFIER
## [10384] UNENCRYPTED_IDENTIFIER
## [10385] UNENCRYPTED_IDENTIFIER
## [10386] UNENCRYPTED_IDENTIFIER
## [10387] UNENCRYPTED_HEALTH
## [10388] UNKN_UNKN
## [10389] UNKN_UNKN
## [10390] UNENCRYPTED_IDENTIFIER
## [10391] UNENCRYPTED_IDENTIFIER
## [10392] UNENCRYPTED_IDENTIFIER
## [10393] UNENCRYPTED_IDENTIFIER
## [10394] UNKN_UNKN
## [10395] UNENCRYPTED_IDENTIFIER
## [10396] UNENCRYPTED_IDENTIFIER
## [10397] UNKN_UNKN
## [10398] UNENCRYPTED_IDENTIFIER
## [10399] UNENCRYPTED_IDENTIFIER
## [10400] UNENCRYPTED_IDENTIFIER
## [10401] UNKN_UNKN
## [10402] UNENCRYPTED_IDENTIFIER
## [10403] UNKN_UNKN
## [10404] UNENCRYPTED_IDENTIFIER
## [10405] UNENCRYPTED_IDENTIFIER
## [10406] UNENCRYPTED_IDENTIFIER
## [10407] UNKN_UNKN
## [10408] UNKN_UNKN
## [10409] UNENCRYPTED_IDENTIFIER
## [10410] UNKN_UNKN
## [10411] UNKN_UNKN
## [10412] UNENCRYPTED_IDENTIFIER
## [10413] UNENCRYPTED_IDENTIFIER
## [10414] UNKN_UNKN
## [10415] UNKN_UNKN
## [10416] UNKN_UNKN
## [10417] UNENCRYPTED_IDENTIFIER
## [10418] UNENCRYPTED_IDENTIFIER
## [10419] UNENCRYPTED_IDENTIFIER
## [10420] UNKN_UNKN
## [10421] UNENCRYPTED_UNKN
## [10422] UNKN_UNKN
## [10423] UNKN_UNKN
## [10424] UNENCRYPTED_IDENTIFIER
## [10425] UNKN_UNKN
## [10426] ENCRYPTED_HEALTH
## [10427] UNKN_UNKN
## [10428] UNKN_UNKN
## [10429] UNENCRYPTED_IDENTIFIER
## [10430] UNKN_UNKN
## [10431] UNKN_UNKN
## [10432] UNENCRYPTED_IDENTIFIER
## [10433] UNENCRYPTED_IDENTIFIER
## [10434] UNENCRYPTED_IDENTIFIER
## [10435] UNKN_UNKN
## [10436] UNENCRYPTED_UNKN
## [10437] UNENCRYPTED_HEALTH
## [10438] UNENCRYPTED_IDENTIFIER
## [10439] UNKN_UNKN
## [10440] UNKN_UNKN
## [10441] UNENCRYPTED_IDENTIFIER
## [10442] UNKN_UNKN
## [10443] UNENCRYPTED_IDENTIFIER
## [10444] UNKN_UNKN
## [10445] UNKN_UNKN
## [10446] UNENCRYPTED_IDENTIFIER
## [10447] UNKN_UNKN
## [10448] UNENCRYPTED_IDENTIFIER
## [10449] UNKN_UNKN
## [10450] UNKN_UNKN
## [10451] UNKN_UNKN
## [10452] UNKN_UNKN
## [10453] UNENCRYPTED_IDENTIFIER
## [10454] UNKN_UNKN
## [10455] UNKN_UNKN
## [10456] UNENCRYPTED_IDENTIFIER
## [10457] UNENCRYPTED_UNKN
## [10458] UNENCRYPTED_IDENTIFIER
## [10459] UNENCRYPTED_IDENTIFIER
## [10460] UNENCRYPTED_HEALTH
## [10461] UNKN_UNKN
## [10462] UNENCRYPTED_IDENTIFIER
## [10463] UNKN_UNKN
## [10464] UNKN_UNKN
## [10465] UNENCRYPTED_IDENTIFIER
## [10466] UNENCRYPTED_IDENTIFIER
## [10467] UNENCRYPTED_IDENTIFIER
## [10468] UNENCRYPTED_IDENTIFIER
## [10469] UNENCRYPTED_IDENTIFIER
## [10470] UNENCRYPTED_IDENTIFIER
## [10471] UNENCRYPTED_IDENTIFIER
## [10472] UNENCRYPTED_HEALTH
## [10473] UNENCRYPTED_IDENTIFIER
## [10474] UNENCRYPTED_IDENTIFIER
## [10475] UNENCRYPTED_IDENTIFIER
## [10476] UNENCRYPTED_IDENTIFIER
## [10477] UNKN_UNKN
## [10478] UNENCRYPTED_IDENTIFIER
## [10479] UNENCRYPTED_IDENTIFIER
## [10480] UNKN_UNKN
## [10481] UNKN_UNKN
## [10482] UNKN_UNKN
## [10483] UNENCRYPTED_IDENTIFIER
## [10484] UNENCRYPTED_IDENTIFIER
## [10485] UNKN_UNKN
## [10486] UNENCRYPTED_IDENTIFIER
## [10487] UNKN_UNKN
## [10488] UNKN_UNKN
## [10489] UNKN_UNKN
## [10490] UNENCRYPTED_IDENTIFIER
## [10491] UNKN_UNKN
## [10492] UNENCRYPTED_IDENTIFIER
## [10493] UNENCRYPTED_IDENTIFIER
## [10494] UNKN_UNKN
## [10495] UNENCRYPTED_HEALTH
## [10496] UNKN_UNKN
## [10497] UNKN_UNKN
## [10498] UNENCRYPTED_IDENTIFIER
## [10499] UNKN_UNKN
## [10500] UNKN_UNKN
## [10501] UNKN_UNKN
## [10502] UNKN_UNKN
## [10503] UNENCRYPTED_IDENTIFIER
## [10504] UNENCRYPTED_IDENTIFIER
## [10505] UNENCRYPTED_IDENTIFIER
## [10506] UNKN_UNKN
## [10507] UNKN_UNKN
## [10508] UNENCRYPTED_IDENTIFIER
## [10509] UNENCRYPTED_IDENTIFIER
## [10510] UNENCRYPTED_IDENTIFIER
## [10511] UNENCRYPTED_IDENTIFIER
## [10512] UNKN_UNKN
## [10513] UNENCRYPTED_UNKN
## [10514] UNENCRYPTED_IDENTIFIER
## [10515] UNENCRYPTED_IDENTIFIER
## [10516] UNENCRYPTED_IDENTIFIER
## [10517] UNKN_UNKN
## [10518] UNENCRYPTED_IDENTIFIER
## [10519] UNKN_UNKN
## [10520] UNENCRYPTED_IDENTIFIER
## [10521] UNKN_UNKN
## [10522] UNKN_UNKN
## [10523] UNENCRYPTED_SENSITIVE-LOGIN
## [10524] UNENCRYPTED_IDENTIFIER
## [10525] UNENCRYPTED_IDENTIFIER
## [10526] UNENCRYPTED_IDENTIFIER
## [10527] UNENCRYPTED_IDENTIFIER
## [10528] UNENCRYPTED_HEALTH
## [10529] UNENCRYPTED_IDENTIFIER
## [10530] UNENCRYPTED_IDENTIFIER
## [10531] UNENCRYPTED_IDENTIFIER
## [10532] UNKN_UNKN
## [10533] UNKN_UNKN
## [10534] UNENCRYPTED_IDENTIFIER
## [10535] UNENCRYPTED_IDENTIFIER
## [10536] UNKN_UNKN
## [10537] UNENCRYPTED_IDENTIFIER
## [10538] UNENCRYPTED_IDENTIFIER
## [10539] UNKN_UNKN
## [10540] UNENCRYPTED_IDENTIFIER
## [10541] UNKN_UNKN
## [10542] UNENCRYPTED_IDENTIFIER
## [10543] UNKN_UNKN
## [10544] UNKN_UNKN
## [10545] UNENCRYPTED_IDENTIFIER
## [10546] UNENCRYPTED_IDENTIFIER
## [10547] UNKN_UNKN
## [10548] UNENCRYPTED_IDENTIFIER
## [10549] UNKN_UNKN
## [10550] UNENCRYPTED_IDENTIFIER
## [10551] UNKN_UNKN
## [10552] UNENCRYPTED_IDENTIFIER
## [10553] UNENCRYPTED_IDENTIFIER
## [10554] UNENCRYPTED_IDENTIFIER
## [10555] UNENCRYPTED_IDENTIFIER
## [10556] UNENCRYPTED_IDENTIFIER
## [10557] UNKN_UNKN
## [10558] UNKN_UNKN
## [10559] UNKN_UNKN
## [10560] UNKN_UNKN
## [10561] UNENCRYPTED_IDENTIFIER
## [10562] UNKN_UNKN
## [10563] UNKN_UNKN
## [10564] UNENCRYPTED_IDENTIFIER
## [10565] UNKN_UNKN
## [10566] UNKN_UNKN
## [10567] UNKN_UNKN
## [10568] UNKN_UNKN
## [10569] UNKN_UNKN
## [10570] UNENCRYPTED_IDENTIFIER
## [10571] UNKN_UNKN
## [10572] UNKN_UNKN
## [10573] UNKN_UNKN
## [10574] UNKN_UNKN
## [10575] UNKN_UNKN
## [10576] UNKN_UNKN
## [10577] UNENCRYPTED_IDENTIFIER
## [10578] UNENCRYPTED_IDENTIFIER
## [10579] UNKN_UNKN
## [10580] UNKN_UNKN
## [10581] UNKN_UNKN
## [10582] UNKN_UNKN
## [10583] UNKN_UNKN
## [10584] UNKN_UNKN
## [10585] UNKN_UNKN
## [10586] UNENCRYPTED_IDENTIFIER
## [10587] UNKN_UNKN
## [10588] UNENCRYPTED_IDENTIFIER
## [10589] UNENCRYPTED_IDENTIFIER
## [10590] UNKN_UNKN
## [10591] UNENCRYPTED_IDENTIFIER
## [10592] UNENCRYPTED_IDENTIFIER
## [10593] UNENCRYPTED_IDENTIFIER
## [10594] UNENCRYPTED_IDENTIFIER
## [10595] UNKN_UNKN
## [10596] UNENCRYPTED_IDENTIFIER
## [10597] UNKN_UNKN
## [10598] UNKN_UNKN
## [10599] UNENCRYPTED_UNKN
## [10600] UNENCRYPTED_IDENTIFIER
## [10601] UNKN_UNKN
## [10602] UNKN_UNKN
## [10603] UNENCRYPTED_UNKN
## [10604] UNKN_UNKN
## [10605] UNENCRYPTED_IDENTIFIER
## [10606] UNKN_UNKN
## [10607] UNENCRYPTED_IDENTIFIER
## [10608] UNKN_UNKN
## [10609] UNKN_UNKN
## [10610] UNENCRYPTED_IDENTIFIER
## [10611] UNENCRYPTED_IDENTIFIER
## [10612] UNENCRYPTED_IDENTIFIER
## [10613] UNENCRYPTED_IDENTIFIER
## [10614] UNENCRYPTED_IDENTIFIER
## [10615] UNENCRYPTED_IDENTIFIER
## [10616] UNKN_UNKN
## [10617] UNENCRYPTED_IDENTIFIER
## [10618] UNKN_UNKN
## [10619] UNENCRYPTED_IDENTIFIER
## [10620] UNENCRYPTED_IDENTIFIER
## [10621] UNKN_UNKN
## [10622] UNKN_UNKN
## [10623] UNENCRYPTED_IDENTIFIER
## [10624] UNKN_UNKN
## [10625] UNENCRYPTED_IDENTIFIER
## [10626] UNENCRYPTED_IDENTIFIER
## [10627] UNENCRYPTED_IDENTIFIER
## [10628] UNKN_UNKN
## [10629] UNKN_UNKN
## [10630] UNENCRYPTED_IDENTIFIER
## [10631] UNKN_UNKN
## [10632] UNKN_UNKN
## [10633] UNENCRYPTED_IDENTIFIER
## [10634] UNKN_UNKN
## [10635] UNENCRYPTED_UNKN
## [10636] UNKN_UNKN
## [10637] UNKN_UNKN
## [10638] UNENCRYPTED_IDENTIFIER
## [10639] UNKN_UNKN
## [10640] UNENCRYPTED_IDENTIFIER
## [10641] UNKN_UNKN
## [10642] UNKN_UNKN
## [10643] UNENCRYPTED_IDENTIFIER
## [10644] UNENCRYPTED_IDENTIFIER
## [10645] UNKN_UNKN
## [10646] UNKN_UNKN
## [10647] UNKN_UNKN
## [10648] UNKN_UNKN
## [10649] UNKN_UNKN
## [10650] UNKN_UNKN
## [10651] UNENCRYPTED_IDENTIFIER
## [10652] UNENCRYPTED_IDENTIFIER
## [10653] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [10654] UNKN_UNKN
## [10655] UNENCRYPTED_IDENTIFIER
## [10656] UNENCRYPTED_IDENTIFIER
## [10657] UNENCRYPTED_IDENTIFIER
## [10658] UNKN_UNKN
## [10659] UNKN_UNKN
## [10660] UNENCRYPTED_IDENTIFIER
## [10661] UNKN_UNKN
## [10662] UNKN_UNKN
## [10663] UNKN_UNKN
## [10664] UNKN_UNKN
## [10665] UNENCRYPTED_IDENTIFIER
## [10666] UNKN_UNKN
## [10667] UNKN_UNKN
## [10668] ENCRYPTED_UNKN
## [10669] UNKN_UNKN
## [10670] UNENCRYPTED_IDENTIFIER
## [10671] UNENCRYPTED_IDENTIFIER
## [10672] UNKN_UNKN
## [10673] UNENCRYPTED_IDENTIFIER
## [10674] UNKN_UNKN
## [10675] UNKN_UNKN
## [10676] UNENCRYPTED_IDENTIFIER
## [10677] UNKN_UNKN
## [10678] UNENCRYPTED_IDENTIFIER
## [10679] UNKN_UNKN
## [10680] UNENCRYPTED_IDENTIFIER
## [10681] UNKN_UNKN
## [10682] UNENCRYPTED_IDENTIFIER
## [10683] UNENCRYPTED_UNKN
## [10684] UNENCRYPTED_IDENTIFIER
## [10685] UNKN_UNKN
## [10686] UNENCRYPTED_IDENTIFIER
## [10687] UNENCRYPTED_SENSITIVE-GOV
## [10688] UNKN_UNKN
## [10689] UNKN_UNKN
## [10690] UNKN_UNKN
## [10691] UNENCRYPTED_COMMERCIAL
## [10692] UNENCRYPTED_IDENTIFIER
## [10693] UNKN_UNKN
## [10694] UNKN_UNKN
## [10695] UNKN_UNKN
## [10696] UNKN_UNKN
## [10697] UNKN_UNKN
## [10698] UNENCRYPTED_IDENTIFIER
## [10699] UNKN_UNKN
## [10700] UNKN_UNKN
## [10701] UNKN_UNKN
## [10702] UNENCRYPTED_IDENTIFIER
## [10703] UNENCRYPTED_IDENTIFIER
## [10704] UNKN_UNKN
## [10705] UNENCRYPTED_IDENTIFIER
## [10706] UNKN_UNKN
## [10707] UNENCRYPTED_HEALTH
## [10708] UNENCRYPTED_HEALTH
## [10709] UNENCRYPTED_IDENTIFIER
## [10710] UNENCRYPTED_UNKN
## [10711] UNKN_UNKN
## [10712] UNENCRYPTED_IDENTIFIER
## [10713] UNENCRYPTED_HEALTH
## [10714] UNKN_UNKN
## [10715] UNKN_UNKN
## [10716] UNKN_UNKN
## [10717] UNENCRYPTED_IDENTIFIER
## [10718] ENCRYPTED_IDENTIFIER
## [10719] UNKN_UNKN
## [10720] UNKN_UNKN
## [10721] UNKN_UNKN
## [10722] UNENCRYPTED_IDENTIFIER
## [10723] UNKN_UNKN
## [10724] UNENCRYPTED_IDENTIFIER
## [10725] UNENCRYPTED_IDENTIFIER
## [10726] UNKN_UNKN
## [10727] UNKN_UNKN
## [10728] UNKN_UNKN
## [10729] UNKN_UNKN
## [10730] UNENCRYPTED_IDENTIFIER
## [10731] UNKN_UNKN
## [10732] UNENCRYPTED_IDENTIFIER
## [10733] UNENCRYPTED_IDENTIFIER
## [10734] UNKN_UNKN
## [10735] UNENCRYPTED_IDENTIFIER
## [10736] UNENCRYPTED_HEALTH
## [10737] UNKN_UNKN
## [10738] UNKN_UNKN
## [10739] UNKN_UNKN
## [10740] UNENCRYPTED_IDENTIFIER
## [10741] UNENCRYPTED_IDENTIFIER
## [10742] UNENCRYPTED_IDENTIFIER
## [10743] UNENCRYPTED_IDENTIFIER
## [10744] UNENCRYPTED_IDENTIFIER
## [10745] UNENCRYPTED_HEALTH
## [10746] UNENCRYPTED_IDENTIFIER
## [10747] UNKN_UNKN
## [10748] UNKN_UNKN
## [10749] UNENCRYPTED_IDENTIFIER
## [10750] UNKN_UNKN
## [10751] UNKN_UNKN
## [10752] UNENCRYPTED_IDENTIFIER
## [10753] UNKN_UNKN
## [10754] UNKN_UNKN
## [10755] UNENCRYPTED_IDENTIFIER
## [10756] UNKN_UNKN
## [10757] UNENCRYPTED_UNKN
## [10758] UNKN_UNKN
## [10759] UNKN_UNKN
## [10760] UNKN_UNKN
## [10761] UNENCRYPTED_IDENTIFIER
## [10762] UNENCRYPTED_IDENTIFIER
## [10763] UNENCRYPTED_IDENTIFIER
## [10764] UNKN_UNKN
## [10765] UNENCRYPTED_IDENTIFIER
## [10766] UNKN_UNKN
## [10767] UNENCRYPTED_IDENTIFIER
## [10768] UNENCRYPTED_IDENTIFIER
## [10769] UNENCRYPTED_IDENTIFIER
## [10770] ENCRYPTED_IDENTIFIER
## [10771] UNKN_UNKN
## [10772] UNKN_UNKN
## [10773] UNKN_UNKN
## [10774] UNENCRYPTED_IDENTIFIER
## [10775] UNENCRYPTED_IDENTIFIER
## [10776] UNENCRYPTED_HEALTH
## [10777] UNKN_UNKN
## [10778] UNKN_UNKN
## [10779] UNKN_UNKN
## [10780] UNKN_UNKN
## [10781] UNKN_UNKN
## [10782] UNKN_UNKN
## [10783] UNKN_UNKN
## [10784] UNKN_UNKN
## [10785] UNKN_UNKN
## [10786] UNENCRYPTED_IDENTIFIER
## [10787] UNENCRYPTED_IDENTIFIER
## [10788] UNENCRYPTED_IDENTIFIER
## [10789] UNENCRYPTED_IDENTIFIER
## [10790] UNKN_UNKN
## [10791] UNKN_UNKN
## [10792] UNKN_UNKN
## [10793] UNKN_UNKN
## [10794] UNKN_UNKN
## [10795] UNENCRYPTED_IDENTIFIER
## [10796] UNENCRYPTED_IDENTIFIER
## [10797] UNKN_UNKN
## [10798] UNKN_UNKN
## [10799] UNENCRYPTED_IDENTIFIER
## [10800] UNENCRYPTED_IDENTIFIER
## [10801] UNENCRYPTED_IDENTIFIER
## [10802] UNENCRYPTED_IDENTIFIER
## [10803] UNENCRYPTED_IDENTIFIER
## [10804] UNKN_UNKN
## [10805] UNENCRYPTED_IDENTIFIER
## [10806] UNKN_UNKN
## [10807] UNENCRYPTED_IDENTIFIER
## [10808] UNKN_UNKN
## [10809] UNKN_UNKN
## [10810] UNENCRYPTED_HEALTH
## [10811] UNENCRYPTED_IDENTIFIER
## [10812] UNENCRYPTED_IDENTIFIER
## [10813] UNENCRYPTED_IDENTIFIER
## [10814] UNENCRYPTED_IDENTIFIER
## [10815] UNKN_UNKN
## [10816] UNENCRYPTED_IDENTIFIER
## [10817] UNKN_UNKN
## [10818] UNENCRYPTED_IDENTIFIER
## [10819] UNKN_UNKN
## [10820] UNENCRYPTED_IDENTIFIER
## [10821] UNENCRYPTED_IDENTIFIER
## [10822] UNKN_UNKN
## [10823] UNKN_UNKN
## [10824] ENCRYPTED_IDENTIFIER
## [10825] UNKN_UNKN
## [10826] UNENCRYPTED_IDENTIFIER
## [10827] UNKN_UNKN
## [10828] UNENCRYPTED_IDENTIFIER
## [10829] UNENCRYPTED_IDENTIFIER
## [10830] UNENCRYPTED_IDENTIFIER
## [10831] UNENCRYPTED_IDENTIFIER
## [10832] UNENCRYPTED_IDENTIFIER
## [10833] UNENCRYPTED_IDENTIFIER
## [10834] UNENCRYPTED_IDENTIFIER
## [10835] UNENCRYPTED_IDENTIFIER
## [10836] UNKN_UNKN
## [10837] UNENCRYPTED_IDENTIFIER
## [10838] UNKN_UNKN
## [10839] UNKN_UNKN
## [10840] UNENCRYPTED_IDENTIFIER
## [10841] UNKN_UNKN
## [10842] UNENCRYPTED_IDENTIFIER
## [10843] UNKN_UNKN
## [10844] UNENCRYPTED_IDENTIFIER
## [10845] UNENCRYPTED_UNKN
## [10846] UNKN_UNKN
## [10847] UNKN_UNKN
## [10848] UNKN_UNKN
## [10849] UNENCRYPTED_IDENTIFIER
## [10850] UNKN_UNKN
## [10851] UNENCRYPTED_IDENTIFIER
## [10852] UNKN_UNKN
## [10853] UNKN_UNKN
## [10854] UNENCRYPTED_IDENTIFIER
## [10855] UNKN_UNKN
## [10856] UNKN_UNKN
## [10857] UNKN_UNKN
## [10858] UNKN_UNKN
## [10859] UNKN_UNKN
## [10860] UNKN_UNKN
## [10861] UNKN_UNKN
## [10862] UNENCRYPTED_IDENTIFIER
## [10863] UNKN_UNKN
## [10864] UNKN_UNKN
## [10865] UNENCRYPTED_IDENTIFIER
## [10866] UNKN_UNKN
## [10867] UNKN_UNKN
## [10868] UNENCRYPTED_IDENTIFIER
## [10869] UNENCRYPTED_IDENTIFIER
## [10870] UNENCRYPTED_IDENTIFIER
## [10871] UNKN_UNKN
## [10872] UNKN_UNKN
## [10873] UNENCRYPTED_IDENTIFIER
## [10874] UNKN_UNKN
## [10875] UNKN_UNKN
## [10876] UNENCRYPTED_IDENTIFIER
## [10877] UNENCRYPTED_IDENTIFIER
## [10878] UNENCRYPTED_IDENTIFIER
## [10879] UNENCRYPTED_IDENTIFIER
## [10880] UNKN_UNKN
## [10881] UNENCRYPTED_IDENTIFIER
## [10882] UNENCRYPTED_IDENTIFIER
## [10883] UNENCRYPTED_IDENTIFIER
## [10884] ENCRYPTED_IDENTIFIER
## [10885] UNENCRYPTED_IDENTIFIER
## [10886] UNENCRYPTED_IDENTIFIER
## [10887] UNENCRYPTED_IDENTIFIER
## [10888] UNKN_UNKN
## [10889] UNKN_UNKN
## [10890] UNENCRYPTED_IDENTIFIER
## [10891] UNKN_UNKN
## [10892] UNKN_UNKN
## [10893] UNKN_UNKN
## [10894] UNKN_UNKN
## [10895] UNKN_UNKN
## [10896] UNENCRYPTED_IDENTIFIER
## [10897] UNENCRYPTED_IDENTIFIER
## [10898] UNENCRYPTED_HEALTH
## [10899] UNKN_UNKN
## [10900] UNKN_UNKN
## [10901] UNKN_UNKN
## [10902] UNENCRYPTED_IDENTIFIER
## [10903] UNENCRYPTED_SENSITIVE-LOGIN
## [10904] UNENCRYPTED_IDENTIFIER
## [10905] UNENCRYPTED_IDENTIFIER
## [10906] UNENCRYPTED_IDENTIFIER
## [10907] UNENCRYPTED_IDENTIFIER
## [10908] UNENCRYPTED_IDENTIFIER
## [10909] UNENCRYPTED_IDENTIFIER
## [10910] UNKN_UNKN
## [10911] UNKN_UNKN
## [10912] UNKN_UNKN
## [10913] UNKN_UNKN
## [10914] UNENCRYPTED_SENSITIVE-LOGIN
## [10915] UNKN_UNKN
## [10916] UNKN_UNKN
## [10917] UNKN_UNKN
## [10918] UNENCRYPTED_IDENTIFIER
## [10919] UNENCRYPTED_IDENTIFIER
## [10920] UNKN_UNKN
## [10921] UNKN_UNKN
## [10922] UNENCRYPTED_IDENTIFIER
## [10923] UNKN_UNKN
## [10924] UNKN_UNKN
## [10925] UNENCRYPTED_IDENTIFIER
## [10926] UNKN_UNKN
## [10927] UNKN_UNKN
## [10928] UNENCRYPTED_IDENTIFIER
## [10929] UNKN_UNKN
## [10930] UNENCRYPTED_IDENTIFIER
## [10931] UNKN_UNKN
## [10932] UNKN_UNKN
## [10933] UNKN_UNKN
## [10934] UNENCRYPTED_IDENTIFIER
## [10935] UNENCRYPTED_IDENTIFIER
## [10936] ENCRYPTED_IDENTIFIER
## [10937] UNENCRYPTED_IDENTIFIER
## [10938] UNKN_UNKN
## [10939] UNENCRYPTED_IDENTIFIER
## [10940] UNKN_UNKN
## [10941] UNKN_UNKN
## [10942] UNENCRYPTED_IDENTIFIER
## [10943] UNENCRYPTED_IDENTIFIER
## [10944] UNKN_UNKN
## [10945] UNENCRYPTED_IDENTIFIER
## [10946] UNKN_UNKN
## [10947] UNENCRYPTED_IDENTIFIER
## [10948] ENCRYPTED_IDENTIFIER
## [10949] UNKN_UNKN
## [10950] UNKN_UNKN
## [10951] UNENCRYPTED_IDENTIFIER
## [10952] UNENCRYPTED_IDENTIFIER
## [10953] UNKN_UNKN
## [10954] UNKN_UNKN
## [10955] UNENCRYPTED_IDENTIFIER
## [10956] UNKN_UNKN
## [10957] UNENCRYPTED_IDENTIFIER
## [10958] UNENCRYPTED_IDENTIFIER
## [10959] UNKN_UNKN
## [10960] UNENCRYPTED_SENSITIVE-LOGIN
## [10961] UNKN_UNKN
## [10962] UNENCRYPTED_IDENTIFIER
## [10963] UNENCRYPTED_IDENTIFIER
## [10964] UNKN_UNKN
## [10965] UNENCRYPTED_IDENTIFIER
## [10966] UNKN_UNKN
## [10967] UNKN_UNKN
## [10968] UNENCRYPTED_IDENTIFIER
## [10969] UNKN_UNKN
## [10970] UNENCRYPTED_IDENTIFIER
## [10971] UNKN_UNKN
## [10972] UNENCRYPTED_IDENTIFIER
## [10973] UNENCRYPTED_IDENTIFIER
## [10974] UNENCRYPTED_IDENTIFIER
## [10975] UNENCRYPTED_IDENTIFIER
## [10976] UNKN_UNKN
## [10977] UNKN_UNKN
## [10978] UNKN_UNKN
## [10979] UNKN_UNKN
## [10980] UNENCRYPTED_IDENTIFIER
## [10981] UNKN_UNKN
## [10982] UNENCRYPTED_IDENTIFIER
## [10983] UNENCRYPTED_IDENTIFIER
## [10984] UNENCRYPTED_IDENTIFIER
## [10985] UNKN_UNKN
## [10986] UNKN_UNKN
## [10987] UNENCRYPTED_IDENTIFIER
## [10988] UNENCRYPTED_IDENTIFIER
## [10989] UNENCRYPTED_IDENTIFIER
## [10990] UNENCRYPTED_IDENTIFIER
## [10991] UNKN_UNKN
## [10992] UNKN_UNKN
## [10993] UNKN_UNKN
## [10994] UNENCRYPTED_SENSITIVE-LOGIN
## [10995] UNENCRYPTED_IDENTIFIER
## [10996] UNKN_UNKN
## [10997] UNKN_UNKN
## [10998] UNKN_UNKN
## [10999] UNENCRYPTED_IDENTIFIER
## [11000] UNENCRYPTED_IDENTIFIER
## [11001] UNKN_UNKN
## [11002] UNKN_UNKN
## [11003] UNENCRYPTED_IDENTIFIER
## [11004] UNENCRYPTED_IDENTIFIER
## [11005] UNENCRYPTED_IDENTIFIER
## [11006] ENCRYPTED_IDENTIFIER
## [11007] UNENCRYPTED_IDENTIFIER
## [11008] UNKN_UNKN
## [11009] UNKN_UNKN
## [11010] UNENCRYPTED_IDENTIFIER
## [11011] UNENCRYPTED_SENSITIVE-GOV
## [11012] UNKN_UNKN
## [11013] UNENCRYPTED_IDENTIFIER
## [11014] UNKN_UNKN
## [11015] UNKN_UNKN
## [11016] UNKN_UNKN
## [11017] UNENCRYPTED_IDENTIFIER
## [11018] UNENCRYPTED_IDENTIFIER
## [11019] UNENCRYPTED_IDENTIFIER
## [11020] UNENCRYPTED_UNKN
## [11021] UNKN_UNKN
## [11022] UNENCRYPTED_IDENTIFIER
## [11023] UNKN_UNKN
## [11024] UNENCRYPTED_IDENTIFIER
## [11025] UNENCRYPTED_IDENTIFIER
## [11026] UNENCRYPTED_IDENTIFIER
## [11027] UNKN_UNKN
## [11028] UNKN_UNKN
## [11029] UNENCRYPTED_IDENTIFIER
## [11030] UNENCRYPTED_IDENTIFIER
## [11031] UNKN_UNKN
## [11032] UNENCRYPTED_IDENTIFIER
## [11033] UNKN_UNKN
## [11034] UNENCRYPTED_IDENTIFIER
## [11035] UNENCRYPTED_IDENTIFIER
## [11036] UNKN_UNKN
## [11037] UNENCRYPTED_IDENTIFIER
## [11038] UNENCRYPTED_IDENTIFIER
## [11039] UNENCRYPTED_IDENTIFIER
## [11040] UNENCRYPTED_IDENTIFIER
## [11041] UNKN_UNKN
## [11042] UNENCRYPTED_IDENTIFIER
## [11043] UNENCRYPTED_IDENTIFIER
## [11044] UNKN_UNKN
## [11045] UNENCRYPTED_IDENTIFIER
## [11046] UNKN_UNKN
## [11047] UNENCRYPTED_IDENTIFIER
## [11048] UNENCRYPTED_HEALTH
## [11049] UNKN_UNKN
## [11050] UNKN_UNKN
## [11051] UNKN_UNKN
## [11052] UNKN_UNKN
## [11053] UNKN_UNKN
## [11054] UNKN_UNKN
## [11055] UNKN_UNKN
## [11056] UNKN_UNKN
## [11057] UNKN_UNKN
## [11058] UNENCRYPTED_IDENTIFIER
## [11059] UNKN_UNKN
## [11060] UNKN_UNKN
## [11061] UNENCRYPTED_IDENTIFIER
## [11062] UNKN_UNKN
## [11063] UNKN_UNKN
## [11064] UNKN_UNKN
## [11065] UNKN_UNKN
## [11066] UNKN_UNKN
## [11067] UNENCRYPTED_IDENTIFIER
## [11068] UNKN_UNKN
## [11069] UNKN_UNKN
## [11070] UNKN_UNKN
## [11071] UNENCRYPTED_IDENTIFIER
## [11072] UNKN_UNKN
## [11073] UNENCRYPTED_IDENTIFIER
## [11074] UNENCRYPTED_IDENTIFIER
## [11075] UNENCRYPTED_IDENTIFIER
## [11076] UNKN_UNKN
## [11077] UNENCRYPTED_IDENTIFIER
## [11078] UNKN_UNKN
## [11079] UNKN_UNKN
## [11080] UNKN_UNKN
## [11081] UNENCRYPTED_IDENTIFIER
## [11082] UNENCRYPTED_IDENTIFIER
## [11083] UNKN_UNKN
## [11084] UNKN_UNKN
## [11085] UNENCRYPTED_IDENTIFIER
## [11086] UNKN_UNKN
## [11087] UNKN_UNKN
## [11088] UNENCRYPTED_IDENTIFIER
## [11089] UNKN_UNKN
## [11090] UNENCRYPTED_IDENTIFIER
## [11091] UNKN_UNKN
## [11092] UNENCRYPTED_IDENTIFIER
## [11093] UNKN_UNKN
## [11094] UNKN_UNKN
## [11095] UNENCRYPTED_IDENTIFIER
## [11096] UNENCRYPTED_IDENTIFIER
## [11097] UNENCRYPTED_IDENTIFIER
## [11098] UNENCRYPTED_IDENTIFIER
## [11099] UNENCRYPTED_IDENTIFIER
## [11100] UNENCRYPTED_IDENTIFIER
## [11101] UNENCRYPTED_IDENTIFIER
## [11102] UNKN_UNKN
## [11103] UNKN_UNKN
## [11104] UNKN_UNKN
## [11105] UNKN_UNKN
## [11106] UNKN_UNKN
## [11107] UNKN_UNKN
## [11108] UNENCRYPTED_IDENTIFIER
## [11109] UNENCRYPTED_SENSITIVE-LOGIN
## [11110] UNKN_UNKN
## [11111] UNKN_UNKN
## [11112] UNENCRYPTED_IDENTIFIER
## [11113] UNKN_UNKN
## [11114] UNENCRYPTED_IDENTIFIER
## [11115] UNENCRYPTED_IDENTIFIER
## [11116] UNKN_UNKN
## [11117] UNKN_UNKN
## [11118] UNKN_UNKN
## [11119] UNKN_UNKN
## [11120] UNENCRYPTED_HEALTH
## [11121] UNKN_UNKN
## [11122] UNKN_UNKN
## [11123] UNKN_UNKN
## [11124] UNENCRYPTED_IDENTIFIER
## [11125] UNKN_UNKN
## [11126] UNKN_UNKN
## [11127] UNENCRYPTED_IDENTIFIER
## [11128] UNKN_UNKN
## [11129] UNENCRYPTED_IDENTIFIER
## [11130] UNENCRYPTED_IDENTIFIER
## [11131] UNENCRYPTED_IDENTIFIER
## [11132] UNENCRYPTED_IDENTIFIER
## [11133] UNENCRYPTED_IDENTIFIER
## [11134] UNKN_UNKN
## [11135] UNKN_UNKN
## [11136] UNENCRYPTED_IDENTIFIER
## [11137] UNKN_UNKN
## [11138] UNKN_UNKN
## [11139] UNENCRYPTED_IDENTIFIER
## [11140] UNENCRYPTED_IDENTIFIER
## [11141] UNENCRYPTED_IDENTIFIER
## [11142] UNENCRYPTED_IDENTIFIER
## [11143] UNKN_UNKN
## [11144] UNENCRYPTED_IDENTIFIER
## [11145] UNENCRYPTED_IDENTIFIER
## [11146] UNENCRYPTED_IDENTIFIER
## [11147] UNENCRYPTED_UNKN
## [11148] UNKN_UNKN
## [11149] UNKN_UNKN
## [11150] UNKN_UNKN
## [11151] UNKN_UNKN
## [11152] UNKN_UNKN
## [11153] UNENCRYPTED_IDENTIFIER
## [11154] UNKN_UNKN
## [11155] UNKN_UNKN
## [11156] UNENCRYPTED_IDENTIFIER
## [11157] UNENCRYPTED_IDENTIFIER
## [11158] UNENCRYPTED_IDENTIFIER
## [11159] UNENCRYPTED_IDENTIFIER
## [11160] UNENCRYPTED_IDENTIFIER
## [11161] UNENCRYPTED_IDENTIFIER
## [11162] UNKN_UNKN
## [11163] UNENCRYPTED_IDENTIFIER
## [11164] UNENCRYPTED_IDENTIFIER
## [11165] UNENCRYPTED_IDENTIFIER
## [11166] UNKN_UNKN
## [11167] UNKN_UNKN
## [11168] UNKN_UNKN
## [11169] UNENCRYPTED_SENSITIVE-GOV
## [11170] UNKN_UNKN
## [11171] UNKN_UNKN
## [11172] UNENCRYPTED_IDENTIFIER
## [11173] UNENCRYPTED_IDENTIFIER
## [11174] UNENCRYPTED_SENSITIVE-LOGIN
## [11175] UNKN_UNKN
## [11176] UNKN_UNKN
## [11177] UNENCRYPTED_IDENTIFIER
## [11178] UNENCRYPTED_IDENTIFIER
## [11179] UNKN_UNKN
## [11180] UNENCRYPTED_IDENTIFIER
## [11181] UNKN_UNKN
## [11182] UNKN_UNKN
## [11183] UNKN_UNKN
## [11184] UNKN_UNKN
## [11185] UNKN_UNKN
## [11186] UNENCRYPTED_IDENTIFIER
## [11187] UNENCRYPTED_UNKN
## [11188] UNENCRYPTED_IDENTIFIER
## [11189] UNKN_UNKN
## [11190] UNKN_UNKN
## [11191] UNKN_UNKN
## [11192] UNENCRYPTED_IDENTIFIER
## [11193] UNKN_UNKN
## [11194] UNKN_UNKN
## [11195] UNENCRYPTED_IDENTIFIER
## [11196] UNENCRYPTED_IDENTIFIER
## [11197] UNENCRYPTED_IDENTIFIER
## [11198] UNENCRYPTED_HEALTH
## [11199] UNKN_UNKN
## [11200] UNKN_UNKN
## [11201] UNENCRYPTED_IDENTIFIER
## [11202] UNKN_UNKN
## [11203] UNKN_UNKN
## [11204] UNENCRYPTED_IDENTIFIER
## [11205] UNENCRYPTED_IDENTIFIER
## [11206] UNKN_UNKN
## [11207] UNENCRYPTED_IDENTIFIER
## [11208] ENCRYPTED_IDENTIFIER
## [11209] UNENCRYPTED_IDENTIFIER
## [11210] UNENCRYPTED_IDENTIFIER
## [11211] UNKN_UNKN
## [11212] UNENCRYPTED_IDENTIFIER
## [11213] UNKN_UNKN
## [11214] UNKN_UNKN
## [11215] UNENCRYPTED_IDENTIFIER
## [11216] UNENCRYPTED_IDENTIFIER
## [11217] UNKN_UNKN
## [11218] UNENCRYPTED_IDENTIFIER
## [11219] UNKN_UNKN
## [11220] UNENCRYPTED_IDENTIFIER
## [11221] UNKN_UNKN
## [11222] UNKN_UNKN
## [11223] UNKN_UNKN
## [11224] UNKN_UNKN
## [11225] UNKN_UNKN
## [11226] UNENCRYPTED_IDENTIFIER
## [11227] UNENCRYPTED_UNKN
## [11228] UNKN_UNKN
## [11229] UNENCRYPTED_HEALTH
## [11230] UNKN_UNKN
## [11231] UNENCRYPTED_IDENTIFIER
## [11232] UNENCRYPTED_IDENTIFIER
## [11233] UNENCRYPTED_IDENTIFIER
## [11234] UNKN_UNKN
## [11235] UNENCRYPTED_IDENTIFIER
## [11236] UNENCRYPTED_IDENTIFIER
## [11237] UNENCRYPTED_IDENTIFIER
## [11238] UNKN_UNKN
## [11239] UNKN_UNKN
## [11240] UNENCRYPTED_IDENTIFIER
## [11241] UNENCRYPTED_IDENTIFIER
## [11242] UNENCRYPTED_IDENTIFIER
## [11243] UNKN_UNKN
## [11244] UNKN_UNKN
## [11245] UNENCRYPTED_SENSITIVE-LOGIN
## [11246] UNENCRYPTED_HEALTH
## [11247] UNKN_UNKN
## [11248] UNKN_UNKN
## [11249] UNENCRYPTED_IDENTIFIER
## [11250] UNENCRYPTED_IDENTIFIER
## [11251] UNKN_UNKN
## [11252] UNKN_UNKN
## [11253] UNKN_UNKN
## [11254] UNKN_UNKN
## [11255] UNKN_UNKN
## [11256] UNKN_UNKN
## [11257] UNENCRYPTED_IDENTIFIER
## [11258] UNKN_UNKN
## [11259] UNKN_UNKN
## [11260] UNENCRYPTED_IDENTIFIER
## [11261] UNENCRYPTED_IDENTIFIER
## [11262] UNENCRYPTED_IDENTIFIER
## [11263] UNENCRYPTED_IDENTIFIER
## [11264] UNKN_UNKN
## [11265] UNKN_UNKN
## [11266] UNKN_UNKN
## [11267] UNENCRYPTED_IDENTIFIER
## [11268] UNKN_UNKN
## [11269] UNKN_UNKN
## [11270] UNKN_UNKN
## [11271] UNKN_UNKN
## [11272] UNENCRYPTED_IDENTIFIER
## [11273] UNENCRYPTED_IDENTIFIER
## [11274] UNENCRYPTED_IDENTIFIER
## [11275] UNKN_UNKN
## [11276] UNENCRYPTED_IDENTIFIER
## [11277] UNKN_UNKN
## [11278] UNKN_UNKN
## [11279] UNKN_UNKN
## [11280] UNENCRYPTED_IDENTIFIER
## [11281] UNKN_UNKN
## [11282] UNKN_UNKN
## [11283] UNKN_UNKN
## [11284] UNENCRYPTED_IDENTIFIER
## [11285] UNENCRYPTED_IDENTIFIER
## [11286] UNKN_UNKN
## [11287] UNENCRYPTED_IDENTIFIER
## [11288] UNKN_UNKN
## [11289] UNKN_UNKN
## [11290] UNKN_UNKN
## [11291] UNKN_UNKN
## [11292] UNENCRYPTED_IDENTIFIER
## [11293] UNKN_UNKN
## [11294] UNENCRYPTED_IDENTIFIER
## [11295] UNKN_UNKN
## [11296] UNENCRYPTED_IDENTIFIER
## [11297] UNKN_UNKN
## [11298] UNENCRYPTED_IDENTIFIER
## [11299] UNKN_UNKN
## [11300] UNENCRYPTED_IDENTIFIER
## [11301] UNENCRYPTED_IDENTIFIER
## [11302] UNKN_UNKN
## [11303] UNENCRYPTED_IDENTIFIER
## [11304] UNKN_UNKN
## [11305] UNKN_UNKN
## [11306] UNENCRYPTED_IDENTIFIER
## [11307] UNKN_UNKN
## [11308] UNKN_UNKN
## [11309] UNKN_UNKN
## [11310] UNKN_UNKN
## [11311] UNKN_UNKN
## [11312] UNKN_UNKN
## [11313] UNENCRYPTED_HEALTH
## [11314] UNENCRYPTED_IDENTIFIER
## [11315] UNENCRYPTED_IDENTIFIER
## [11316] UNKN_UNKN
## [11317] UNKN_UNKN
## [11318] UNENCRYPTED_IDENTIFIER
## [11319] UNKN_UNKN
## [11320] UNENCRYPTED_IDENTIFIER
## [11321] UNENCRYPTED_IDENTIFIER
## [11322] UNENCRYPTED_IDENTIFIER
## [11323] UNKN_UNKN
## [11324] UNENCRYPTED_UNKN
## [11325] UNENCRYPTED_IDENTIFIER
## [11326] UNKN_UNKN
## [11327] UNENCRYPTED_IDENTIFIER
## [11328] UNENCRYPTED_IDENTIFIER
## [11329] UNKN_UNKN
## [11330] UNENCRYPTED_IDENTIFIER
## [11331] UNENCRYPTED_IDENTIFIER
## [11332] UNKN_UNKN
## [11333] UNKN_UNKN
## [11334] UNKN_UNKN
## [11335] UNKN_UNKN
## [11336] UNENCRYPTED_IDENTIFIER
## [11337] UNKN_UNKN
## [11338] UNENCRYPTED_IDENTIFIER
## [11339] UNENCRYPTED_IDENTIFIER
## [11340] UNKN_UNKN
## [11341] ENCRYPTED-WITH-DECYPTIONKEY_IDENTIFIER
## [11342] UNENCRYPTED_IDENTIFIER
## [11343] UNKN_UNKN
## [11344] UNENCRYPTED_IDENTIFIER
## [11345] UNENCRYPTED_IDENTIFIER
## [11346] UNKN_UNKN
## [11347] UNENCRYPTED_IDENTIFIER
## [11348] UNENCRYPTED_IDENTIFIER
## [11349] UNENCRYPTED_IDENTIFIER
## [11350] UNENCRYPTED_HEALTH
## [11351] UNKN_UNKN
## [11352] UNENCRYPTED_IDENTIFIER
## [11353] UNKN_UNKN
## [11354] UNKN_UNKN
## [11355] UNENCRYPTED_IDENTIFIER
## [11356] UNENCRYPTED_IDENTIFIER
## [11357] UNKN_UNKN
## [11358] UNKN_UNKN
## [11359] UNENCRYPTED_IDENTIFIER
## [11360] UNKN_UNKN
## [11361] UNKN_UNKN
## [11362] UNKN_UNKN
## [11363] UNKN_UNKN
## [11364] UNENCRYPTED_IDENTIFIER
## [11365] UNENCRYPTED_SENSITIVE-LOGIN
## [11366] UNKN_UNKN
## [11367] UNENCRYPTED_IDENTIFIER
## [11368] UNKN_UNKN
## [11369] UNENCRYPTED_IDENTIFIER
## [11370] UNENCRYPTED_IDENTIFIER
## [11371] UNKN_UNKN
## [11372] UNKN_UNKN
## [11373] UNENCRYPTED_IDENTIFIER
## [11374] UNKN_UNKN
## [11375] UNKN_UNKN
## [11376] UNENCRYPTED_UNKN
## [11377] UNENCRYPTED_IDENTIFIER
## [11378] UNENCRYPTED_IDENTIFIER
## [11379] UNENCRYPTED_IDENTIFIER
## [11380] UNKN_UNKN
## [11381] UNENCRYPTED_IDENTIFIER
## [11382] UNKN_UNKN
## [11383] UNENCRYPTED_IDENTIFIER
## [11384] UNKN_UNKN
## [11385] UNKN_UNKN
## [11386] UNENCRYPTED_IDENTIFIER
## [11387] UNENCRYPTED_IDENTIFIER
## [11388] UNENCRYPTED_IDENTIFIER
## [11389] UNKN_UNKN
## [11390] UNENCRYPTED_IDENTIFIER
## [11391] UNKN_UNKN
## [11392] UNENCRYPTED_IDENTIFIER
## [11393] UNENCRYPTED_IDENTIFIER
## [11394] UNKN_UNKN
## [11395] UNKN_UNKN
## [11396] UNKN_UNKN
## [11397] UNKN_UNKN
## [11398] UNKN_UNKN
## [11399] UNKN_UNKN
## [11400] UNKN_UNKN
## [11401] UNKN_UNKN
## [11402] UNENCRYPTED_IDENTIFIER
## [11403] UNENCRYPTED_IDENTIFIER
## [11404] UNKN_UNKN
## [11405] UNENCRYPTED_IDENTIFIER
## [11406] UNKN_UNKN
## [11407] UNENCRYPTED_IDENTIFIER
## [11408] UNKN_UNKN
## [11409] UNKN_UNKN
## [11410] UNKN_UNKN
## [11411] UNENCRYPTED_UNKN
## [11412] UNKN_UNKN
## [11413] UNKN_UNKN
## [11414] UNKN_UNKN
## [11415] UNENCRYPTED_IDENTIFIER
## [11416] UNENCRYPTED_IDENTIFIER
## [11417] UNKN_UNKN
## [11418] UNKN_UNKN
## [11419] UNKN_UNKN
## [11420] UNKN_UNKN
## [11421] UNENCRYPTED_IDENTIFIER
## [11422] UNENCRYPTED_IDENTIFIER
## [11423] ENCRYPTED_IDENTIFIER
## [11424] UNENCRYPTED_IDENTIFIER
## [11425] UNKN_UNKN
## [11426] UNKN_UNKN
## [11427] UNKN_UNKN
## [11428] UNENCRYPTED_SENSITIVE-GOV
## [11429] UNKN_UNKN
## [11430] UNKN_UNKN
## [11431] UNENCRYPTED_IDENTIFIER
## [11432] UNENCRYPTED_IDENTIFIER
## [11433] UNENCRYPTED_IDENTIFIER
## [11434] UNKN_UNKN
## [11435] UNKN_UNKN
## [11436] UNKN_UNKN
## [11437] UNENCRYPTED_IDENTIFIER
## [11438] ENCRYPTED-WITH-DECRYPTIONKEY_SENSITIVE-LOGIN
## [11439] UNKN_UNKN
## [11440] UNKN_UNKN
## [11441] UNKN_UNKN
## [11442] UNKN_UNKN
## [11443] UNENCRYPTED_IDENTIFIER
## [11444] UNENCRYPTED_IDENTIFIER
## [11445] UNENCRYPTED_IDENTIFIER
## [11446] UNKN_UNKN
## [11447] UNKN_UNKN
## [11448] UNENCRYPTED_IDENTIFIER
## [11449] UNKN_UNKN
## [11450] UNENCRYPTED_IDENTIFIER
## [11451] UNENCRYPTED_IDENTIFIER
## [11452] UNENCRYPTED_IDENTIFIER
## [11453] UNENCRYPTED_IDENTIFIER
## [11454] UNENCRYPTED_IDENTIFIER
## [11455] UNENCRYPTED_IDENTIFIER
## [11456] UNENCRYPTED_IDENTIFIER
## [11457] UNENCRYPTED_IDENTIFIER
## [11458] UNENCRYPTED_IDENTIFIER
## [11459] UNENCRYPTED_IDENTIFIER
## [11460] UNKN_UNKN
## [11461] UNENCRYPTED_IDENTIFIER
## [11462] UNKN_UNKN
## [11463] UNKN_UNKN
## [11464] UNENCRYPTED_IDENTIFIER
## [11465] UNKN_UNKN
## [11466] UNENCRYPTED_IDENTIFIER
## [11467] UNKN_UNKN
## [11468] UNENCRYPTED_SENSITIVE-LOGIN
## [11469] UNKN_UNKN
## [11470] UNKN_UNKN
## [11471] UNKN_UNKN
## [11472] UNENCRYPTED_IDENTIFIER
## [11473] UNKN_UNKN
## [11474] UNENCRYPTED_IDENTIFIER
## [11475] UNENCRYPTED_IDENTIFIER
## [11476] UNENCRYPTED_IDENTIFIER
## [11477] UNENCRYPTED_UNKN
## [11478] UNKN_UNKN
## [11479] UNENCRYPTED_IDENTIFIER
## [11480] UNKN_UNKN
## [11481] UNKN_UNKN
## [11482] UNKN_UNKN
## [11483] UNENCRYPTED_HEALTH
## [11484] UNKN_UNKN
## [11485] UNKN_UNKN
## [11486] UNKN_UNKN
## [11487] UNKN_UNKN
## [11488] UNKN_UNKN
## [11489] UNENCRYPTED_UNKN
## [11490] UNENCRYPTED_IDENTIFIER
## [11491] UNENCRYPTED_IDENTIFIER
## [11492] UNENCRYPTED_IDENTIFIER
## [11493] UNENCRYPTED_IDENTIFIER
## [11494] UNENCRYPTED_IDENTIFIER
## [11495] UNKN_UNKN
## [11496] UNENCRYPTED_HEALTH
## [11497] UNENCRYPTED_IDENTIFIER
## [11498] UNENCRYPTED_IDENTIFIER
## [11499] UNKN_UNKN
## [11500] UNKN_UNKN
## [11501] UNKN_UNKN
## [11502] UNENCRYPTED_IDENTIFIER
## [11503] UNENCRYPTED_IDENTIFIER
## [11504] UNENCRYPTED_IDENTIFIER
## [11505] UNKN_UNKN
## [11506] UNKN_UNKN
## [11507] UNKN_UNKN
## [11508] UNENCRYPTED_COMMERCIAL
## [11509] UNENCRYPTED_IDENTIFIER
## [11510] UNENCRYPTED_IDENTIFIER
## [11511] UNENCRYPTED_IDENTIFIER
## [11512] UNKN_UNKN
## [11513] UNENCRYPTED_IDENTIFIER
## [11514] UNKN_UNKN
## [11515] UNKN_UNKN
## [11516] UNENCRYPTED_IDENTIFIER
## [11517] UNKN_UNKN
## [11518] UNKN_UNKN
## [11519] UNKN_UNKN
## [11520] UNKN_UNKN
## [11521] UNKN_UNKN
## [11522] UNENCRYPTED_IDENTIFIER
## [11523] UNKN_UNKN
## [11524] UNENCRYPTED_IDENTIFIER
## [11525] UNENCRYPTED_IDENTIFIER
## [11526] UNENCRYPTED_IDENTIFIER
## [11527] UNENCRYPTED_IDENTIFIER
## [11528] UNKN_UNKN
## [11529] UNENCRYPTED_IDENTIFIER
## [11530] UNKN_UNKN
## [11531] UNENCRYPTED_IDENTIFIER
## [11532] UNKN_UNKN
## [11533] UNENCRYPTED_IDENTIFIER
## [11534] UNENCRYPTED_IDENTIFIER
## [11535] UNENCRYPTED_IDENTIFIER
## [11536] UNKN_UNKN
## [11537] UNENCRYPTED_UNKN
## [11538] UNKN_UNKN
## [11539] UNENCRYPTED_IDENTIFIER
## [11540] UNKN_UNKN
## [11541] UNKN_UNKN
## [11542] UNKN_UNKN
## [11543] UNENCRYPTED_IDENTIFIER
## [11544] UNENCRYPTED_IDENTIFIER
## [11545] UNKN_UNKN
## [11546] UNKN_UNKN
## [11547] UNKN_UNKN
## [11548] UNKN_UNKN
## [11549] UNKN_UNKN
## [11550] UNENCRYPTED_IDENTIFIER
## [11551] UNKN_UNKN
## [11552] UNENCRYPTED_IDENTIFIER
## [11553] UNENCRYPTED_IDENTIFIER
## [11554] UNKN_UNKN
## [11555] UNENCRYPTED_IDENTIFIER
## [11556] UNKN_UNKN
## [11557] UNENCRYPTED_IDENTIFIER
## [11558] UNENCRYPTED_IDENTIFIER
## [11559] UNKN_UNKN
## [11560] UNENCRYPTED_SENSITIVE-GOV
## [11561] UNENCRYPTED_IDENTIFIER
## [11562] UNKN_UNKN
## [11563] UNKN_UNKN
## [11564] UNENCRYPTED_IDENTIFIER
## [11565] UNKN_UNKN
## [11566] UNKN_UNKN
## [11567] UNKN_UNKN
## [11568] UNENCRYPTED_IDENTIFIER
## [11569] UNENCRYPTED_IDENTIFIER
## [11570] UNKN_UNKN
## [11571] UNENCRYPTED_IDENTIFIER
## [11572] UNKN_UNKN
## [11573] UNENCRYPTED_IDENTIFIER
## [11574] UNKN_UNKN
## [11575] UNKN_UNKN
## [11576] UNENCRYPTED_HEALTH
## [11577] UNENCRYPTED_IDENTIFIER
## [11578] UNKN_UNKN
## [11579] UNENCRYPTED_IDENTIFIER
## [11580] UNENCRYPTED_UNKN
## [11581] UNKN_UNKN
## [11582] UNKN_UNKN
## [11583] UNENCRYPTED_IDENTIFIER
## [11584] UNKN_UNKN
## [11585] UNENCRYPTED_IDENTIFIER
## [11586] UNENCRYPTED_IDENTIFIER
## [11587] UNENCRYPTED_IDENTIFIER
## [11588] UNKN_UNKN
## [11589] UNKN_UNKN
## [11590] UNKN_UNKN
## [11591] UNENCRYPTED_IDENTIFIER
## [11592] UNENCRYPTED_IDENTIFIER
## [11593] UNENCRYPTED_IDENTIFIER
## [11594] UNKN_UNKN
## [11595] UNKN_UNKN
## [11596] UNKN_UNKN
## [11597] UNKN_UNKN
## [11598] UNKN_UNKN
## [11599] UNKN_UNKN
## [11600] UNKN_UNKN
## [11601] UNKN_UNKN
## [11602] UNKN_UNKN
## [11603] UNENCRYPTED_IDENTIFIER
## [11604] UNKN_UNKN
## [11605] UNENCRYPTED_IDENTIFIER
## [11606] UNKN_UNKN
## [11607] UNENCRYPTED_IDENTIFIER
## [11608] UNENCRYPTED_IDENTIFIER
## [11609] UNENCRYPTED_IDENTIFIER
## [11610] UNENCRYPTED_IDENTIFIER
## [11611] UNENCRYPTED_IDENTIFIER
## [11612] UNENCRYPTED_IDENTIFIER
## [11613] UNENCRYPTED_IDENTIFIER
## [11614] UNKN_UNKN
## [11615] UNENCRYPTED_IDENTIFIER
## [11616] UNENCRYPTED_IDENTIFIER
## [11617] UNENCRYPTED_IDENTIFIER
## [11618] UNENCRYPTED_IDENTIFIER
## [11619] UNENCRYPTED_IDENTIFIER
## [11620] UNENCRYPTED_IDENTIFIER
## [11621] UNKN_UNKN
## [11622] UNKN_UNKN
## [11623] UNENCRYPTED_IDENTIFIER
## [11624] UNENCRYPTED_IDENTIFIER
## [11625] UNKN_UNKN
## [11626] UNKN_UNKN
## [11627] UNKN_UNKN
## [11628] UNKN_UNKN
## [11629] UNKN_UNKN
## [11630] UNKN_UNKN
## [11631] UNKN_UNKN
## [11632] UNKN_UNKN
## [11633] UNKN_UNKN
## [11634] UNENCRYPTED_IDENTIFIER
## [11635] UNKN_UNKN
## [11636] UNENCRYPTED_IDENTIFIER
## [11637] UNENCRYPTED_IDENTIFIER
## [11638] UNKN_UNKN
## [11639] UNENCRYPTED_IDENTIFIER
## [11640] UNKN_UNKN
## [11641] UNKN_UNKN
## [11642] UNENCRYPTED_IDENTIFIER
## [11643] UNENCRYPTED_IDENTIFIER
## [11644] UNKN_UNKN
## [11645] UNKN_UNKN
## [11646] UNENCRYPTED_IDENTIFIER
## [11647] UNKN_UNKN
## [11648] UNENCRYPTED_IDENTIFIER
## [11649] UNENCRYPTED_IDENTIFIER
## [11650] UNENCRYPTED_IDENTIFIER
## [11651] UNKN_UNKN
## [11652] UNENCRYPTED_IDENTIFIER
## [11653] UNKN_UNKN
## [11654] UNENCRYPTED_IDENTIFIER
## [11655] UNKN_UNKN
## [11656] UNKN_UNKN
## [11657] UNKN_UNKN
## [11658] UNKN_UNKN
## [11659] UNKN_UNKN
## [11660] UNKN_UNKN
## [11661] UNKN_UNKN
## [11662] UNKN_UNKN
## [11663] UNKN_UNKN
## [11664] UNENCRYPTED_IDENTIFIER
## [11665] UNENCRYPTED_IDENTIFIER
## [11666] UNKN_UNKN
## [11667] UNKN_UNKN
## [11668] UNENCRYPTED_IDENTIFIER
## [11669] UNENCRYPTED_IDENTIFIER
## [11670] UNKN_UNKN
## [11671] UNKN_UNKN
## [11672] UNKN_UNKN
## [11673] UNKN_UNKN
## [11674] UNKN_UNKN
## [11675] UNKN_UNKN
## [11676] UNENCRYPTED_IDENTIFIER
## [11677] UNKN_UNKN
## [11678] UNKN_UNKN
## [11679] UNENCRYPTED_IDENTIFIER
## [11680] UNENCRYPTED_HEALTH
## [11681] UNENCRYPTED_IDENTIFIER
## [11682] UNKN_UNKN
## [11683] UNKN_UNKN
## [11684] UNENCRYPTED_IDENTIFIER
## [11685] UNENCRYPTED_IDENTIFIER
## [11686] UNENCRYPTED_IDENTIFIER
## [11687] UNKN_UNKN
## [11688] UNENCRYPTED_IDENTIFIER
## [11689] UNENCRYPTED_HEALTH
## [11690] UNENCRYPTED_IDENTIFIER
## [11691] UNKN_UNKN
## [11692] UNKN_UNKN
## [11693] UNKN_UNKN
## [11694] UNENCRYPTED_IDENTIFIER
## [11695] UNKN_UNKN
## [11696] UNKN_UNKN
## [11697] UNKN_UNKN
## [11698] UNENCRYPTED_IDENTIFIER
## [11699] UNKN_UNKN
## [11700] UNKN_UNKN
## [11701] UNENCRYPTED_IDENTIFIER
## [11702] UNKN_UNKN
## [11703] UNENCRYPTED_IDENTIFIER
## [11704] UNENCRYPTED_IDENTIFIER
## [11705] UNKN_UNKN
## [11706] UNENCRYPTED_IDENTIFIER
## [11707] UNKN_UNKN
## [11708] UNKN_UNKN
## [11709] UNKN_UNKN
## [11710] UNKN_UNKN
## [11711] UNENCRYPTED_IDENTIFIER
## [11712] UNENCRYPTED_IDENTIFIER
## [11713] UNENCRYPTED_IDENTIFIER
## [11714] UNENCRYPTED_IDENTIFIER
## [11715] UNKN_UNKN
## [11716] UNENCRYPTED_IDENTIFIER
## [11717] UNENCRYPTED_IDENTIFIER
## [11718] UNENCRYPTED_IDENTIFIER
## [11719] UNKN_UNKN
## [11720] UNENCRYPTED_IDENTIFIER
## [11721] UNENCRYPTED_IDENTIFIER
## [11722] UNKN_UNKN
## [11723] UNKN_UNKN
## [11724] UNENCRYPTED_IDENTIFIER
## [11725] UNENCRYPTED_IDENTIFIER
## [11726] UNENCRYPTED_IDENTIFIER
## [11727] UNKN_UNKN
## [11728] UNENCRYPTED_IDENTIFIER
## [11729] UNENCRYPTED_IDENTIFIER
## [11730] UNENCRYPTED_IDENTIFIER
## [11731] UNENCRYPTED_IDENTIFIER
## [11732] UNKN_UNKN
## [11733] UNKN_UNKN
## [11734] UNKN_UNKN
## [11735] UNKN_UNKN
## [11736] UNKN_UNKN
## [11737] UNENCRYPTED_IDENTIFIER
## [11738] UNKN_UNKN
## [11739] UNKN_UNKN
## [11740] UNENCRYPTED_IDENTIFIER
## [11741] UNKN_UNKN
## [11742] UNENCRYPTED_IDENTIFIER
## [11743] UNENCRYPTED_IDENTIFIER
## [11744] UNENCRYPTED_IDENTIFIER
## [11745] UNKN_UNKN
## [11746] UNKN_UNKN
## [11747] UNKN_UNKN
## [11748] UNENCRYPTED_IDENTIFIER
## [11749] UNKN_UNKN
## [11750] UNKN_UNKN
## [11751] UNENCRYPTED_IDENTIFIER
## [11752] UNENCRYPTED_IDENTIFIER
## [11753] UNENCRYPTED_IDENTIFIER
## [11754] UNKN_UNKN
## [11755] UNKN_UNKN
## [11756] UNKN_UNKN
## [11757] UNENCRYPTED_IDENTIFIER
## [11758] UNKN_UNKN
## [11759] UNKN_UNKN
## [11760] UNKN_UNKN
## [11761] UNENCRYPTED_IDENTIFIER
## [11762] UNENCRYPTED_IDENTIFIER
## [11763] UNKN_UNKN
## [11764] UNKN_UNKN
## [11765] UNKN_UNKN
## [11766] UNENCRYPTED_IDENTIFIER
## [11767] UNENCRYPTED_IDENTIFIER
## [11768] UNKN_UNKN
## [11769] UNENCRYPTED_IDENTIFIER
## [11770] UNENCRYPTED_IDENTIFIER
## [11771] UNKN_UNKN
## [11772] UNKN_UNKN
## [11773] UNKN_UNKN
## [11774] UNKN_UNKN
## [11775] UNENCRYPTED_IDENTIFIER
## [11776] UNENCRYPTED_IDENTIFIER
## [11777] UNKN_UNKN
## [11778] UNENCRYPTED_HEALTH
## [11779] ENCRYPTED_IDENTIFIER
## [11780] UNKN_UNKN
## [11781] UNKN_UNKN
## [11782] UNKN_UNKN
## [11783] UNKN_UNKN
## [11784] UNKN_UNKN
## [11785] UNENCRYPTED_UNKN
## [11786] UNKN_UNKN
## [11787] UNKN_UNKN
## [11788] UNENCRYPTED_IDENTIFIER
## [11789] UNENCRYPTED_IDENTIFIER
## [11790] UNENCRYPTED_IDENTIFIER
## [11791] UNENCRYPTED_IDENTIFIER
## [11792] UNENCRYPTED_IDENTIFIER
## [11793] UNENCRYPTED_IDENTIFIER
## [11794] UNKN_UNKN
## [11795] UNENCRYPTED_IDENTIFIER
## [11796] UNENCRYPTED_IDENTIFIER
## [11797] UNKN_UNKN
## [11798] UNKN_UNKN
## [11799] UNKN_UNKN
## [11800] UNKN_UNKN
## [11801] UNENCRYPTED_IDENTIFIER
## [11802] ENCRYPTED_IDENTIFIER
## [11803] UNKN_UNKN
## [11804] UNKN_UNKN
## [11805] UNENCRYPTED_IDENTIFIER
## [11806] UNENCRYPTED_IDENTIFIER
## [11807] UNENCRYPTED_IDENTIFIER
## [11808] UNKN_UNKN
## [11809] UNENCRYPTED_IDENTIFIER
## [11810] UNENCRYPTED_IDENTIFIER
## [11811] UNENCRYPTED_IDENTIFIER
## [11812] UNENCRYPTED_IDENTIFIER
## [11813] UNENCRYPTED_IDENTIFIER
## [11814] UNENCRYPTED_IDENTIFIER
## [11815] UNKN_UNKN
## [11816] UNENCRYPTED_IDENTIFIER
## [11817] UNKN_UNKN
## [11818] UNKN_UNKN
## [11819] UNENCRYPTED_IDENTIFIER
## [11820] UNKN_UNKN
## [11821] UNKN_UNKN
## [11822] ENCRYPTED_IDENTIFIER
## [11823] UNKN_UNKN
## [11824] UNKN_UNKN
## [11825] UNKN_UNKN
## [11826] UNKN_UNKN
## [11827] UNKN_UNKN
## [11828] UNENCRYPTED_IDENTIFIER
## [11829] UNENCRYPTED_IDENTIFIER
## [11830] UNENCRYPTED_IDENTIFIER
## [11831] UNKN_UNKN
## [11832] UNENCRYPTED_IDENTIFIER
## [11833] UNKN_UNKN
## [11834] UNKN_UNKN
## [11835] UNENCRYPTED_IDENTIFIER
## [11836] UNENCRYPTED_IDENTIFIER
## [11837] UNENCRYPTED_IDENTIFIER
## [11838] UNENCRYPTED_IDENTIFIER
## [11839] UNKN_UNKN
## [11840] UNENCRYPTED_IDENTIFIER
## [11841] UNENCRYPTED_IDENTIFIER
## [11842] UNKN_UNKN
## [11843] UNKN_UNKN
## [11844] UNKN_UNKN
## [11845] UNKN_UNKN
## [11846] UNKN_UNKN
## [11847] UNENCRYPTED_IDENTIFIER
## [11848] UNENCRYPTED_IDENTIFIER
## [11849] UNENCRYPTED_IDENTIFIER
## [11850] UNENCRYPTED_IDENTIFIER
## [11851] UNENCRYPTED_IDENTIFIER
## [11852] UNKN_UNKN
## [11853] UNKN_UNKN
## [11854] UNENCRYPTED_IDENTIFIER
## [11855] UNENCRYPTED_IDENTIFIER
## [11856] UNENCRYPTED_IDENTIFIER
## [11857] UNENCRYPTED_IDENTIFIER
## [11858] UNENCRYPTED_IDENTIFIER
## [11859] UNENCRYPTED_IDENTIFIER
## [11860] UNENCRYPTED_UNKN
## [11861] UNENCRYPTED_IDENTIFIER
## [11862] UNENCRYPTED_IDENTIFIER
## [11863] UNKN_UNKN
## [11864] UNKN_UNKN
## [11865] UNKN_UNKN
## [11866] UNKN_UNKN
## [11867] UNKN_UNKN
## [11868] UNKN_UNKN
## [11869] UNKN_UNKN
## [11870] UNENCRYPTED_IDENTIFIER
## [11871] UNENCRYPTED_IDENTIFIER
## [11872] UNENCRYPTED_IDENTIFIER
## [11873] UNKN_UNKN
## [11874] UNENCRYPTED_IDENTIFIER
## [11875] UNKN_UNKN
## [11876] UNKN_UNKN
## [11877] UNENCRYPTED_IDENTIFIER
## [11878] UNKN_UNKN
## [11879] UNKN_UNKN
## [11880] UNKN_UNKN
## [11881] UNENCRYPTED_UNKN
## [11882] UNENCRYPTED_IDENTIFIER
## [11883] UNENCRYPTED_IDENTIFIER
## [11884] UNKN_UNKN
## [11885] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [11886] UNENCRYPTED_IDENTIFIER
## [11887] UNKN_UNKN
## [11888] UNENCRYPTED_IDENTIFIER
## [11889] UNENCRYPTED_IDENTIFIER
## [11890] UNKN_UNKN
## [11891] UNKN_UNKN
## [11892] UNKN_UNKN
## [11893] UNENCRYPTED_IDENTIFIER
## [11894] UNKN_UNKN
## [11895] UNKN_UNKN
## [11896] UNENCRYPTED_IDENTIFIER
## [11897] UNENCRYPTED_IDENTIFIER
## [11898] UNENCRYPTED_IDENTIFIER
## [11899] UNKN_UNKN
## [11900] UNENCRYPTED_IDENTIFIER
## [11901] UNKN_UNKN
## [11902] UNKN_UNKN
## [11903] UNKN_UNKN
## [11904] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [11905] UNKN_UNKN
## [11906] UNENCRYPTED_IDENTIFIER
## [11907] UNENCRYPTED_IDENTIFIER
## [11908] UNENCRYPTED_IDENTIFIER
## [11909] UNKN_UNKN
## [11910] UNENCRYPTED_IDENTIFIER
## [11911] UNENCRYPTED_IDENTIFIER
## [11912] UNKN_UNKN
## [11913] UNENCRYPTED_IDENTIFIER
## [11914] UNKN_UNKN
## [11915] UNKN_UNKN
## [11916] UNKN_UNKN
## [11917] UNENCRYPTED_IDENTIFIER
## [11918] UNKN_UNKN
## [11919] UNENCRYPTED_IDENTIFIER
## [11920] UNKN_UNKN
## [11921] UNENCRYPTED_IDENTIFIER
## [11922] UNENCRYPTED_IDENTIFIER
## [11923] UNKN_UNKN
## [11924] UNKN_UNKN
## [11925] UNKN_UNKN
## [11926] UNENCRYPTED_IDENTIFIER
## [11927] UNENCRYPTED_IDENTIFIER
## [11928] UNKN_UNKN
## [11929] UNENCRYPTED_IDENTIFIER
## [11930] UNKN_UNKN
## [11931] UNENCRYPTED_HEALTH
## [11932] UNENCRYPTED_IDENTIFIER
## [11933] UNKN_UNKN
## [11934] UNENCRYPTED_IDENTIFIER
## [11935] UNKN_UNKN
## [11936] UNENCRYPTED_IDENTIFIER
## [11937] UNKN_UNKN
## [11938] UNENCRYPTED_IDENTIFIER
## [11939] UNENCRYPTED_IDENTIFIER
## [11940] UNKN_UNKN
## [11941] UNENCRYPTED_IDENTIFIER
## [11942] UNKN_UNKN
## [11943] UNKN_UNKN
## [11944] UNENCRYPTED_IDENTIFIER
## [11945] UNENCRYPTED_IDENTIFIER
## [11946] UNENCRYPTED_IDENTIFIER
## [11947] UNENCRYPTED_IDENTIFIER
## [11948] UNKN_UNKN
## [11949] UNKN_UNKN
## [11950] UNENCRYPTED_IDENTIFIER
## [11951] UNENCRYPTED_IDENTIFIER
## [11952] UNKN_UNKN
## [11953] UNENCRYPTED_IDENTIFIER
## [11954] UNKN_UNKN
## [11955] UNKN_UNKN
## [11956] UNKN_UNKN
## [11957] UNKN_UNKN
## [11958] UNENCRYPTED_IDENTIFIER
## [11959] UNENCRYPTED_IDENTIFIER
## [11960] UNENCRYPTED_IDENTIFIER
## [11961] UNENCRYPTED_IDENTIFIER
## [11962] UNKN_UNKN
## [11963] UNKN_UNKN
## [11964] UNKN_UNKN
## [11965] UNENCRYPTED_IDENTIFIER
## [11966] UNKN_UNKN
## [11967] UNENCRYPTED_HEALTH
## [11968] UNENCRYPTED_IDENTIFIER
## [11969] UNKN_UNKN
## [11970] UNKN_UNKN
## [11971] UNKN_UNKN
## [11972] UNENCRYPTED_IDENTIFIER
## [11973] UNKN_UNKN
## [11974] UNENCRYPTED_IDENTIFIER
## [11975] UNKN_UNKN
## [11976] UNENCRYPTED_IDENTIFIER
## [11977] UNKN_UNKN
## [11978] UNKN_UNKN
## [11979] UNENCRYPTED_SENSITIVE-LOGIN
## [11980] UNENCRYPTED_IDENTIFIER
## [11981] UNKN_UNKN
## [11982] UNKN_UNKN
## [11983] UNENCRYPTED_IDENTIFIER
## [11984] UNENCRYPTED_IDENTIFIER
## [11985] UNENCRYPTED_IDENTIFIER
## [11986] UNENCRYPTED_IDENTIFIER
## [11987] UNKN_UNKN
## [11988] UNKN_UNKN
## [11989] UNKN_UNKN
## [11990] UNENCRYPTED_IDENTIFIER
## [11991] UNENCRYPTED_IDENTIFIER
## [11992] UNENCRYPTED_IDENTIFIER
## [11993] UNENCRYPTED_SENSITIVE-GOV
## [11994] UNKN_UNKN
## [11995] UNKN_UNKN
## [11996] UNKN_UNKN
## [11997] UNKN_UNKN
## [11998] UNKN_UNKN
## [11999] UNENCRYPTED_IDENTIFIER
## [12000] UNENCRYPTED_UNKN
## [12001] UNENCRYPTED_IDENTIFIER
## [12002] UNENCRYPTED_IDENTIFIER
## [12003] UNENCRYPTED_IDENTIFIER
## [12004] UNKN_UNKN
## [12005] UNENCRYPTED_IDENTIFIER
## [12006] UNKN_UNKN
## [12007] UNKN_UNKN
## [12008] UNENCRYPTED_SENSITIVE-LOGIN
## [12009] UNENCRYPTED_SENSITIVE-LOGIN
## [12010] UNKN_UNKN
## [12011] UNKN_UNKN
## [12012] UNENCRYPTED_IDENTIFIER
## [12013] UNKN_UNKN
## [12014] UNENCRYPTED_IDENTIFIER
## [12015] UNENCRYPTED_IDENTIFIER
## [12016] UNENCRYPTED_IDENTIFIER
## [12017] UNENCRYPTED_IDENTIFIER
## [12018] UNKN_UNKN
## [12019] UNENCRYPTED_IDENTIFIER
## [12020] UNENCRYPTED_IDENTIFIER
## [12021] UNKN_UNKN
## [12022] UNKN_UNKN
## [12023] UNKN_UNKN
## [12024] UNKN_UNKN
## [12025] UNENCRYPTED_IDENTIFIER
## [12026] UNKN_UNKN
## [12027] UNKN_UNKN
## [12028] UNENCRYPTED_IDENTIFIER
## [12029] UNENCRYPTED_IDENTIFIER
## [12030] UNKN_UNKN
## [12031] UNENCRYPTED_IDENTIFIER
## [12032] UNENCRYPTED_IDENTIFIER
## [12033] UNKN_UNKN
## [12034] UNKN_UNKN
## [12035] UNENCRYPTED_IDENTIFIER
## [12036] UNKN_UNKN
## [12037] UNENCRYPTED_IDENTIFIER
## [12038] UNENCRYPTED_IDENTIFIER
## [12039] UNKN_UNKN
## [12040] UNKN_UNKN
## [12041] UNENCRYPTED_UNKN
## [12042] UNENCRYPTED_IDENTIFIER
## [12043] UNENCRYPTED_IDENTIFIER
## [12044] UNKN_UNKN
## [12045] UNENCRYPTED_IDENTIFIER
## [12046] UNENCRYPTED_IDENTIFIER
## [12047] UNKN_UNKN
## [12048] UNKN_UNKN
## [12049] UNKN_UNKN
## [12050] UNKN_UNKN
## [12051] UNKN_UNKN
## [12052] UNENCRYPTED_IDENTIFIER
## [12053] UNKN_UNKN
## [12054] UNKN_UNKN
## [12055] UNKN_UNKN
## [12056] UNENCRYPTED_IDENTIFIER
## [12057] UNENCRYPTED_UNKN
## [12058] UNENCRYPTED_IDENTIFIER
## [12059] UNENCRYPTED_IDENTIFIER
## [12060] UNKN_UNKN
## [12061] UNENCRYPTED_IDENTIFIER
## [12062] UNKN_UNKN
## [12063] UNKN_UNKN
## [12064] UNKN_UNKN
## [12065] UNENCRYPTED_IDENTIFIER
## [12066] UNKN_UNKN
## [12067] UNKN_UNKN
## [12068] UNKN_UNKN
## [12069] UNENCRYPTED_IDENTIFIER
## [12070] UNENCRYPTED_IDENTIFIER
## [12071] UNENCRYPTED_UNKN
## [12072] UNENCRYPTED_IDENTIFIER
## [12073] UNKN_UNKN
## [12074] UNKN_UNKN
## [12075] UNENCRYPTED_IDENTIFIER
## [12076] UNENCRYPTED_IDENTIFIER
## [12077] UNKN_UNKN
## [12078] UNKN_UNKN
## [12079] UNKN_UNKN
## [12080] UNENCRYPTED_IDENTIFIER
## [12081] UNKN_UNKN
## [12082] UNENCRYPTED_IDENTIFIER
## [12083] UNKN_UNKN
## [12084] UNENCRYPTED_IDENTIFIER
## [12085] UNENCRYPTED_IDENTIFIER
## [12086] UNENCRYPTED_IDENTIFIER
## [12087] UNKN_UNKN
## [12088] UNENCRYPTED_IDENTIFIER
## [12089] UNENCRYPTED_IDENTIFIER
## [12090] UNKN_UNKN
## [12091] UNKN_UNKN
## [12092] UNENCRYPTED_IDENTIFIER
## [12093] UNENCRYPTED_IDENTIFIER
## [12094] UNKN_UNKN
## [12095] UNENCRYPTED_IDENTIFIER
## [12096] UNKN_UNKN
## [12097] UNKN_UNKN
## [12098] UNENCRYPTED_IDENTIFIER
## [12099] UNKN_UNKN
## [12100] UNENCRYPTED_IDENTIFIER
## [12101] UNENCRYPTED_IDENTIFIER
## [12102] UNENCRYPTED_IDENTIFIER
## [12103] UNENCRYPTED_IDENTIFIER
## [12104] UNKN_UNKN
## [12105] UNKN_UNKN
## [12106] UNENCRYPTED_IDENTIFIER
## [12107] UNENCRYPTED_IDENTIFIER
## [12108] UNKN_UNKN
## [12109] ENCRYPTED_IDENTIFIER
## [12110] UNKN_UNKN
## [12111] UNENCRYPTED_IDENTIFIER
## [12112] UNKN_UNKN
## [12113] UNENCRYPTED_IDENTIFIER
## [12114] UNKN_UNKN
## [12115] UNKN_UNKN
## [12116] UNKN_UNKN
## [12117] UNKN_UNKN
## [12118] UNKN_UNKN
## [12119] UNENCRYPTED_IDENTIFIER
## [12120] UNENCRYPTED_IDENTIFIER
## [12121] UNENCRYPTED_IDENTIFIER
## [12122] UNKN_UNKN
## [12123] UNENCRYPTED_IDENTIFIER
## [12124] UNKN_UNKN
## [12125] UNKN_UNKN
## [12126] UNENCRYPTED_IDENTIFIER
## [12127] UNENCRYPTED_IDENTIFIER
## [12128] UNENCRYPTED_IDENTIFIER
## [12129] UNENCRYPTED_IDENTIFIER
## [12130] UNENCRYPTED_IDENTIFIER
## [12131] UNENCRYPTED_IDENTIFIER
## [12132] UNKN_UNKN
## [12133] UNENCRYPTED_IDENTIFIER
## [12134] UNENCRYPTED_IDENTIFIER
## [12135] UNKN_UNKN
## [12136] UNENCRYPTED_IDENTIFIER
## [12137] UNKN_UNKN
## [12138] UNENCRYPTED_IDENTIFIER
## [12139] UNENCRYPTED_IDENTIFIER
## [12140] UNKN_UNKN
## [12141] UNENCRYPTED_IDENTIFIER
## [12142] UNKN_UNKN
## [12143] UNENCRYPTED_IDENTIFIER
## [12144] UNENCRYPTED_IDENTIFIER
## [12145] UNKN_UNKN
## [12146] UNENCRYPTED_IDENTIFIER
## [12147] UNENCRYPTED_IDENTIFIER
## [12148] UNKN_UNKN
## [12149] UNENCRYPTED_UNKN
## [12150] UNENCRYPTED_IDENTIFIER
## [12151] UNKN_UNKN
## [12152] UNENCRYPTED_IDENTIFIER
## [12153] UNKN_UNKN
## [12154] UNKN_UNKN
## [12155] UNKN_UNKN
## [12156] UNENCRYPTED_IDENTIFIER
## [12157] UNKN_UNKN
## [12158] UNKN_UNKN
## [12159] UNKN_UNKN
## [12160] UNENCRYPTED_IDENTIFIER
## [12161] UNKN_UNKN
## [12162] UNKN_UNKN
## [12163] UNKN_UNKN
## [12164] UNKN_UNKN
## [12165] UNKN_UNKN
## [12166] UNKN_UNKN
## [12167] UNKN_UNKN
## [12168] UNENCRYPTED_IDENTIFIER
## [12169] UNENCRYPTED_IDENTIFIER
## [12170] UNENCRYPTED_IDENTIFIER
## [12171] UNENCRYPTED_IDENTIFIER
## [12172] UNENCRYPTED_SENSITIVE-GOV
## [12173] UNKN_UNKN
## [12174] UNENCRYPTED_IDENTIFIER
## [12175] UNKN_UNKN
## [12176] UNKN_UNKN
## [12177] UNKN_UNKN
## [12178] UNENCRYPTED_IDENTIFIER
## [12179] UNKN_UNKN
## [12180] UNKN_UNKN
## [12181] UNENCRYPTED_IDENTIFIER
## [12182] UNKN_UNKN
## [12183] UNKN_UNKN
## [12184] UNKN_UNKN
## [12185] UNKN_UNKN
## [12186] UNENCRYPTED_UNKN
## [12187] UNENCRYPTED_IDENTIFIER
## [12188] UNENCRYPTED_IDENTIFIER
## [12189] UNKN_UNKN
## [12190] UNENCRYPTED_IDENTIFIER
## [12191] UNENCRYPTED_IDENTIFIER
## [12192] UNENCRYPTED_IDENTIFIER
## [12193] UNKN_UNKN
## [12194] UNENCRYPTED_IDENTIFIER
## [12195] UNENCRYPTED_IDENTIFIER
## [12196] UNENCRYPTED_HEALTH
## [12197] UNENCRYPTED_IDENTIFIER
## [12198] UNENCRYPTED_IDENTIFIER
## [12199] UNENCRYPTED_IDENTIFIER
## [12200] UNENCRYPTED_IDENTIFIER
## [12201] UNENCRYPTED_IDENTIFIER
## [12202] UNKN_UNKN
## [12203] UNENCRYPTED_IDENTIFIER
## [12204] UNKN_UNKN
## [12205] UNKN_UNKN
## [12206] UNENCRYPTED_IDENTIFIER
## [12207] UNENCRYPTED_IDENTIFIER
## [12208] UNENCRYPTED_IDENTIFIER
## [12209] UNKN_UNKN
## [12210] UNKN_UNKN
## [12211] UNKN_UNKN
## [12212] UNKN_UNKN
## [12213] UNENCRYPTED_IDENTIFIER
## [12214] UNKN_UNKN
## [12215] UNKN_UNKN
## [12216] UNKN_UNKN
## [12217] UNKN_UNKN
## [12218] UNKN_UNKN
## [12219] UNENCRYPTED_HEALTH
## [12220] UNKN_UNKN
## [12221] UNENCRYPTED_SENSITIVE-GOV
## [12222] UNKN_UNKN
## [12223] UNKN_UNKN
## [12224] UNKN_UNKN
## [12225] UNENCRYPTED_IDENTIFIER
## [12226] UNKN_UNKN
## [12227] UNKN_UNKN
## [12228] UNENCRYPTED_IDENTIFIER
## [12229] UNENCRYPTED_HEALTH
## [12230] UNKN_UNKN
## [12231] UNENCRYPTED_HEALTH
## [12232] UNKN_UNKN
## [12233] UNENCRYPTED_IDENTIFIER
## [12234] UNKN_UNKN
## [12235] UNKN_UNKN
## [12236] UNKN_UNKN
## [12237] UNENCRYPTED_UNKN
## [12238] UNENCRYPTED_IDENTIFIER
## [12239] UNKN_UNKN
## [12240] UNENCRYPTED_IDENTIFIER
## [12241] UNKN_UNKN
## [12242] UNENCRYPTED_IDENTIFIER
## [12243] UNENCRYPTED_IDENTIFIER
## [12244] UNKN_UNKN
## [12245] UNENCRYPTED_IDENTIFIER
## [12246] UNKN_UNKN
## [12247] UNENCRYPTED_IDENTIFIER
## [12248] UNKN_UNKN
## [12249] UNKN_UNKN
## [12250] UNKN_UNKN
## [12251] UNENCRYPTED_UNKN
## [12252] UNKN_UNKN
## [12253] UNENCRYPTED_IDENTIFIER
## [12254] UNKN_UNKN
## [12255] UNKN_UNKN
## [12256] UNENCRYPTED_IDENTIFIER
## [12257] UNKN_UNKN
## [12258] UNENCRYPTED_IDENTIFIER
## [12259] UNENCRYPTED_IDENTIFIER
## [12260] UNENCRYPTED_IDENTIFIER
## [12261] UNKN_UNKN
## [12262] UNKN_UNKN
## [12263] UNKN_UNKN
## [12264] UNENCRYPTED_IDENTIFIER
## [12265] UNKN_UNKN
## [12266] UNENCRYPTED_IDENTIFIER
## [12267] UNKN_UNKN
## [12268] UNKN_UNKN
## [12269] UNKN_UNKN
## [12270] UNENCRYPTED_IDENTIFIER
## [12271] UNKN_UNKN
## [12272] UNKN_UNKN
## [12273] UNKN_UNKN
## [12274] UNENCRYPTED_IDENTIFIER
## [12275] UNKN_UNKN
## [12276] UNENCRYPTED_IDENTIFIER
## [12277] UNENCRYPTED_IDENTIFIER
## [12278] UNKN_UNKN
## [12279] UNENCRYPTED_IDENTIFIER
## [12280] UNENCRYPTED_IDENTIFIER
## [12281] UNENCRYPTED_IDENTIFIER
## [12282] UNKN_UNKN
## [12283] UNKN_UNKN
## [12284] UNENCRYPTED_IDENTIFIER
## [12285] UNENCRYPTED_IDENTIFIER
## [12286] UNENCRYPTED_IDENTIFIER
## [12287] UNKN_UNKN
## [12288] UNKN_UNKN
## [12289] UNKN_UNKN
## [12290] UNENCRYPTED_IDENTIFIER
## [12291] UNENCRYPTED_UNKN
## [12292] UNENCRYPTED_IDENTIFIER
## [12293] UNENCRYPTED_IDENTIFIER
## [12294] UNENCRYPTED_IDENTIFIER
## [12295] UNENCRYPTED_HEALTH
## [12296] UNENCRYPTED_IDENTIFIER
## [12297] UNKN_UNKN
## [12298] UNENCRYPTED_IDENTIFIER
## [12299] UNKN_UNKN
## [12300] UNKN_UNKN
## [12301] UNKN_UNKN
## [12302] UNKN_UNKN
## [12303] UNKN_UNKN
## [12304] UNKN_UNKN
## [12305] UNENCRYPTED_IDENTIFIER
## [12306] UNENCRYPTED_IDENTIFIER
## [12307] UNENCRYPTED_IDENTIFIER
## [12308] UNKN_UNKN
## [12309] UNKN_UNKN
## [12310] UNKN_UNKN
## [12311] UNENCRYPTED_IDENTIFIER
## [12312] UNKN_UNKN
## [12313] UNENCRYPTED_IDENTIFIER
## [12314] UNENCRYPTED_UNKN
## [12315] UNENCRYPTED_SENSITIVE-LOGIN
## [12316] UNKN_UNKN
## [12317] UNKN_UNKN
## [12318] UNENCRYPTED_IDENTIFIER
## [12319] UNENCRYPTED_IDENTIFIER
## [12320] UNENCRYPTED_UNKN
## [12321] UNKN_UNKN
## [12322] UNKN_UNKN
## [12323] UNKN_UNKN
## [12324] UNENCRYPTED_IDENTIFIER
## [12325] UNENCRYPTED_IDENTIFIER
## [12326] UNENCRYPTED_IDENTIFIER
## [12327] UNKN_UNKN
## [12328] UNENCRYPTED_HEALTH
## [12329] UNENCRYPTED_IDENTIFIER
## [12330] UNENCRYPTED_IDENTIFIER
## [12331] UNENCRYPTED_UNKN
## [12332] UNKN_UNKN
## [12333] UNENCRYPTED_IDENTIFIER
## [12334] UNKN_UNKN
## [12335] UNENCRYPTED_IDENTIFIER
## [12336] UNENCRYPTED_IDENTIFIER
## [12337] UNKN_UNKN
## [12338] UNKN_UNKN
## [12339] UNENCRYPTED_SENSITIVE-LOGIN
## [12340] UNENCRYPTED_IDENTIFIER
## [12341] UNENCRYPTED_IDENTIFIER
## [12342] UNENCRYPTED_UNKN
## [12343] UNKN_UNKN
## [12344] UNKN_UNKN
## [12345] UNKN_UNKN
## [12346] UNKN_UNKN
## [12347] UNKN_UNKN
## [12348] UNKN_UNKN
## [12349] UNKN_UNKN
## [12350] UNKN_UNKN
## [12351] UNKN_UNKN
## [12352] UNKN_UNKN
## [12353] UNENCRYPTED_IDENTIFIER
## [12354] UNKN_UNKN
## [12355] UNENCRYPTED_IDENTIFIER
## [12356] UNENCRYPTED_UNKN
## [12357] UNKN_UNKN
## [12358] UNKN_UNKN
## [12359] UNENCRYPTED_UNKN
## [12360] UNKN_UNKN
## [12361] UNENCRYPTED_IDENTIFIER
## [12362] UNENCRYPTED_IDENTIFIER
## [12363] UNKN_UNKN
## [12364] UNENCRYPTED_IDENTIFIER
## [12365] UNKN_UNKN
## [12366] UNENCRYPTED_IDENTIFIER
## [12367] UNENCRYPTED_IDENTIFIER
## [12368] UNKN_UNKN
## [12369] UNENCRYPTED_IDENTIFIER
## [12370] UNKN_UNKN
## [12371] UNKN_UNKN
## [12372] UNKN_UNKN
## [12373] UNKN_UNKN
## [12374] UNKN_UNKN
## [12375] UNKN_UNKN
## [12376] UNKN_UNKN
## [12377] UNENCRYPTED_IDENTIFIER
## [12378] UNENCRYPTED_IDENTIFIER
## [12379] UNKN_UNKN
## [12380] UNENCRYPTED_IDENTIFIER
## [12381] UNKN_UNKN
## [12382] UNKN_UNKN
## [12383] UNKN_UNKN
## [12384] UNENCRYPTED_IDENTIFIER
## [12385] ENCRYPTED_HEALTH
## [12386] UNENCRYPTED_IDENTIFIER
## [12387] UNKN_UNKN
## [12388] UNKN_UNKN
## [12389] UNENCRYPTED_IDENTIFIER
## [12390] UNKN_UNKN
## [12391] UNENCRYPTED_IDENTIFIER
## [12392] UNENCRYPTED_IDENTIFIER
## [12393] UNENCRYPTED_IDENTIFIER
## [12394] UNKN_UNKN
## [12395] UNENCRYPTED_IDENTIFIER
## [12396] UNENCRYPTED_HEALTH
## [12397] UNKN_UNKN
## [12398] UNENCRYPTED_IDENTIFIER
## [12399] UNKN_UNKN
## [12400] UNENCRYPTED_IDENTIFIER
## [12401] UNENCRYPTED_IDENTIFIER
## [12402] UNENCRYPTED_IDENTIFIER
## [12403] UNENCRYPTED_IDENTIFIER
## [12404] UNKN_UNKN
## [12405] UNKN_UNKN
## [12406] UNENCRYPTED_IDENTIFIER
## [12407] UNKN_UNKN
## [12408] UNKN_UNKN
## [12409] UNKN_UNKN
## [12410] UNENCRYPTED_IDENTIFIER
## [12411] UNENCRYPTED_IDENTIFIER
## [12412] UNKN_UNKN
## [12413] UNKN_UNKN
## [12414] UNKN_UNKN
## [12415] UNKN_UNKN
## [12416] UNENCRYPTED_IDENTIFIER
## [12417] UNKN_UNKN
## [12418] UNKN_UNKN
## [12419] UNENCRYPTED_IDENTIFIER
## [12420] UNKN_UNKN
## [12421] UNENCRYPTED_IDENTIFIER
## [12422] UNENCRYPTED_HEALTH
## [12423] UNENCRYPTED_IDENTIFIER
## [12424] UNENCRYPTED_IDENTIFIER
## [12425] UNKN_UNKN
## [12426] UNENCRYPTED_IDENTIFIER
## [12427] UNKN_UNKN
## [12428] UNKN_UNKN
## [12429] UNENCRYPTED_IDENTIFIER
## [12430] UNKN_UNKN
## [12431] UNENCRYPTED_IDENTIFIER
## [12432] UNKN_UNKN
## [12433] UNKN_UNKN
## [12434] UNENCRYPTED_IDENTIFIER
## [12435] UNKN_UNKN
## [12436] UNENCRYPTED_IDENTIFIER
## [12437] UNENCRYPTED_SENSITIVE-LOGIN
## [12438] UNENCRYPTED_UNKN
## [12439] UNKN_UNKN
## [12440] UNENCRYPTED_IDENTIFIER
## [12441] ENCRYPTED_IDENTIFIER
## [12442] UNKN_UNKN
## [12443] UNENCRYPTED_IDENTIFIER
## [12444] UNKN_UNKN
## [12445] UNENCRYPTED_IDENTIFIER
## [12446] UNENCRYPTED_IDENTIFIER
## [12447] UNENCRYPTED_IDENTIFIER
## [12448] UNENCRYPTED_IDENTIFIER
## [12449] UNENCRYPTED_IDENTIFIER
## [12450] UNENCRYPTED_IDENTIFIER
## [12451] UNENCRYPTED_IDENTIFIER
## [12452] UNENCRYPTED_IDENTIFIER
## [12453] UNKN_UNKN
## [12454] UNENCRYPTED_IDENTIFIER
## [12455] UNENCRYPTED_IDENTIFIER
## [12456] UNKN_UNKN
## [12457] UNENCRYPTED_IDENTIFIER
## [12458] UNKN_UNKN
## [12459] UNENCRYPTED_IDENTIFIER
## [12460] UNKN_UNKN
## [12461] UNENCRYPTED_IDENTIFIER
## [12462] UNENCRYPTED_IDENTIFIER
## [12463] UNKN_UNKN
## [12464] UNKN_UNKN
## [12465] ENCRYPTED_IDENTIFIER
## [12466] UNENCRYPTED_IDENTIFIER
## [12467] UNENCRYPTED_IDENTIFIER
## [12468] UNKN_UNKN
## [12469] UNENCRYPTED_IDENTIFIER
## [12470] UNKN_UNKN
## [12471] UNKN_UNKN
## [12472] UNENCRYPTED_IDENTIFIER
## [12473] UNENCRYPTED_IDENTIFIER
## [12474] UNKN_UNKN
## [12475] UNKN_UNKN
## [12476] UNKN_UNKN
## [12477] UNENCRYPTED_IDENTIFIER
## [12478] UNENCRYPTED_IDENTIFIER
## [12479] UNENCRYPTED_IDENTIFIER
## [12480] UNENCRYPTED_IDENTIFIER
## [12481] UNENCRYPTED_IDENTIFIER
## [12482] UNKN_UNKN
## [12483] UNENCRYPTED_UNKN
## [12484] UNENCRYPTED_IDENTIFIER
## [12485] UNKN_UNKN
## [12486] UNENCRYPTED_IDENTIFIER
## [12487] UNENCRYPTED_IDENTIFIER
## [12488] UNENCRYPTED_IDENTIFIER
## [12489] UNKN_UNKN
## [12490] UNENCRYPTED_IDENTIFIER
## [12491] UNENCRYPTED_IDENTIFIER
## [12492] UNKN_UNKN
## [12493] UNKN_UNKN
## [12494] UNKN_UNKN
## [12495] UNKN_UNKN
## [12496] UNENCRYPTED_IDENTIFIER
## [12497] UNENCRYPTED_SENSITIVE-LOGIN
## [12498] UNKN_UNKN
## [12499] UNENCRYPTED_IDENTIFIER
## [12500] UNKN_UNKN
## [12501] UNENCRYPTED_HEALTH
## [12502] UNENCRYPTED_IDENTIFIER
## [12503] UNKN_UNKN
## [12504] UNENCRYPTED_UNKN
## [12505] UNENCRYPTED_IDENTIFIER
## [12506] UNENCRYPTED_IDENTIFIER
## [12507] UNKN_UNKN
## [12508] UNENCRYPTED_IDENTIFIER
## [12509] UNKN_UNKN
## [12510] UNKN_UNKN
## [12511] UNENCRYPTED_SENSITIVE-LOGIN
## [12512] UNKN_UNKN
## [12513] UNENCRYPTED_IDENTIFIER
## [12514] UNKN_UNKN
## [12515] UNKN_UNKN
## [12516] UNENCRYPTED_IDENTIFIER
## [12517] UNKN_UNKN
## [12518] UNKN_UNKN
## [12519] UNENCRYPTED_IDENTIFIER
## [12520] UNENCRYPTED_IDENTIFIER
## [12521] UNKN_UNKN
## [12522] UNENCRYPTED_IDENTIFIER
## [12523] UNENCRYPTED_IDENTIFIER
## [12524] UNKN_UNKN
## [12525] UNKN_UNKN
## [12526] UNKN_UNKN
## [12527] UNENCRYPTED_SENSITIVE-LOGIN
## [12528] UNENCRYPTED_IDENTIFIER
## [12529] UNENCRYPTED_IDENTIFIER
## [12530] UNKN_UNKN
## [12531] UNKN_UNKN
## [12532] UNENCRYPTED_IDENTIFIER
## [12533] UNKN_UNKN
## [12534] UNKN_UNKN
## [12535] UNKN_UNKN
## [12536] UNKN_UNKN
## [12537] UNKN_UNKN
## [12538] UNKN_UNKN
## [12539] UNENCRYPTED_IDENTIFIER
## [12540] UNENCRYPTED_IDENTIFIER
## [12541] UNENCRYPTED_IDENTIFIER
## [12542] UNKN_UNKN
## [12543] UNENCRYPTED_IDENTIFIER
## [12544] UNKN_UNKN
## [12545] UNKN_UNKN
## [12546] UNKN_UNKN
## [12547] UNKN_UNKN
## [12548] UNENCRYPTED_IDENTIFIER
## [12549] UNKN_UNKN
## [12550] UNKN_UNKN
## [12551] UNENCRYPTED_IDENTIFIER
## [12552] UNENCRYPTED_IDENTIFIER
## [12553] UNKN_UNKN
## [12554] UNENCRYPTED_COMMERCIAL
## [12555] UNKN_UNKN
## [12556] UNKN_UNKN
## [12557] UNKN_UNKN
## [12558] UNENCRYPTED_IDENTIFIER
## [12559] UNKN_UNKN
## [12560] UNKN_UNKN
## [12561] UNKN_UNKN
## [12562] UNKN_UNKN
## [12563] UNENCRYPTED_IDENTIFIER
## [12564] UNKN_UNKN
## [12565] UNKN_UNKN
## [12566] UNKN_UNKN
## [12567] UNKN_UNKN
## [12568] UNKN_UNKN
## [12569] UNENCRYPTED_IDENTIFIER
## [12570] UNKN_UNKN
## [12571] UNKN_UNKN
## [12572] UNKN_UNKN
## [12573] UNKN_UNKN
## [12574] UNENCRYPTED_IDENTIFIER
## [12575] ENCRYPTED_SENSITIVE-LOGIN
## [12576] UNENCRYPTED_IDENTIFIER
## [12577] UNKN_UNKN
## [12578] UNENCRYPTED_IDENTIFIER
## [12579] UNKN_UNKN
## [12580] UNKN_UNKN
## [12581] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [12582] UNKN_UNKN
## [12583] UNENCRYPTED_IDENTIFIER
## [12584] UNENCRYPTED_IDENTIFIER
## [12585] UNENCRYPTED_IDENTIFIER
## [12586] UNKN_UNKN
## [12587] UNENCRYPTED_IDENTIFIER
## [12588] UNENCRYPTED_IDENTIFIER
## [12589] UNKN_UNKN
## [12590] UNENCRYPTED_IDENTIFIER
## [12591] UNKN_UNKN
## [12592] UNKN_UNKN
## [12593] UNENCRYPTED_IDENTIFIER
## [12594] UNKN_UNKN
## [12595] UNENCRYPTED_EMPLOYMENT
## [12596] UNENCRYPTED_IDENTIFIER
## [12597] UNKN_UNKN
## [12598] UNENCRYPTED_IDENTIFIER
## [12599] UNKN_UNKN
## [12600] UNKN_UNKN
## [12601] UNENCRYPTED_IDENTIFIER
## [12602] UNKN_UNKN
## [12603] UNENCRYPTED_IDENTIFIER
## [12604] UNENCRYPTED_IDENTIFIER
## [12605] UNKN_UNKN
## [12606] UNKN_UNKN
## [12607] UNKN_UNKN
## [12608] UNENCRYPTED_IDENTIFIER
## [12609] UNENCRYPTED_IDENTIFIER
## [12610] UNKN_UNKN
## [12611] UNKN_UNKN
## [12612] UNKN_UNKN
## [12613] UNENCRYPTED_IDENTIFIER
## [12614] UNKN_UNKN
## [12615] UNENCRYPTED_IDENTIFIER
## [12616] UNENCRYPTED_IDENTIFIER
## [12617] UNENCRYPTED_IDENTIFIER
## [12618] UNENCRYPTED_IDENTIFIER
## [12619] UNKN_UNKN
## [12620] UNKN_UNKN
## [12621] UNENCRYPTED_IDENTIFIER
## [12622] UNKN_UNKN
## [12623] UNENCRYPTED_IDENTIFIER
## [12624] UNENCRYPTED_IDENTIFIER
## [12625] UNKN_UNKN
## [12626] UNKN_UNKN
## [12627] UNENCRYPTED_IDENTIFIER
## [12628] UNENCRYPTED_IDENTIFIER
## [12629] UNENCRYPTED_SENSITIVE-GOV
## [12630] UNKN_UNKN
## [12631] UNKN_UNKN
## [12632] UNKN_UNKN
## [12633] UNENCRYPTED_IDENTIFIER
## [12634] UNENCRYPTED_IDENTIFIER
## [12635] UNKN_UNKN
## [12636] UNENCRYPTED_IDENTIFIER
## [12637] UNKN_UNKN
## [12638] UNENCRYPTED_IDENTIFIER
## [12639] UNKN_UNKN
## [12640] UNKN_UNKN
## [12641] UNENCRYPTED_IDENTIFIER
## [12642] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [12643] UNKN_UNKN
## [12644] UNENCRYPTED_IDENTIFIER
## [12645] UNKN_UNKN
## [12646] UNENCRYPTED_IDENTIFIER
## [12647] UNENCRYPTED_SENSITIVE-LOGIN
## [12648] UNENCRYPTED_HEALTH
## [12649] UNENCRYPTED_IDENTIFIER
## [12650] UNKN_UNKN
## [12651] UNKN_UNKN
## [12652] UNKN_UNKN
## [12653] UNKN_UNKN
## [12654] UNENCRYPTED_IDENTIFIER
## [12655] UNKN_UNKN
## [12656] UNKN_UNKN
## [12657] UNKN_UNKN
## [12658] UNKN_UNKN
## [12659] UNKN_UNKN
## [12660] UNENCRYPTED_IDENTIFIER
## [12661] UNKN_UNKN
## [12662] UNENCRYPTED_IDENTIFIER
## [12663] UNKN_UNKN
## [12664] UNKN_UNKN
## [12665] UNKN_UNKN
## [12666] UNKN_UNKN
## [12667] UNKN_UNKN
## [12668] UNKN_UNKN
## [12669] UNKN_UNKN
## [12670] UNENCRYPTED_IDENTIFIER
## [12671] UNKN_UNKN
## [12672] UNKN_UNKN
## [12673] UNENCRYPTED_IDENTIFIER
## [12674] UNKN_UNKN
## [12675] UNKN_UNKN
## [12676] UNENCRYPTED_IDENTIFIER
## [12677] UNENCRYPTED_IDENTIFIER
## [12678] UNENCRYPTED_IDENTIFIER
## [12679] UNKN_UNKN
## [12680] UNKN_UNKN
## [12681] UNKN_UNKN
## [12682] UNKN_UNKN
## [12683] UNKN_UNKN
## [12684] UNKN_UNKN
## [12685] UNENCRYPTED_IDENTIFIER
## [12686] UNKN_UNKN
## [12687] UNENCRYPTED_IDENTIFIER
## [12688] UNKN_UNKN
## [12689] UNENCRYPTED_IDENTIFIER
## [12690] UNKN_UNKN
## [12691] UNENCRYPTED_IDENTIFIER
## [12692] UNKN_UNKN
## [12693] UNENCRYPTED_IDENTIFIER
## [12694] UNKN_UNKN
## [12695] UNKN_UNKN
## [12696] UNKN_UNKN
## [12697] UNENCRYPTED_IDENTIFIER
## [12698] UNENCRYPTED_IDENTIFIER
## [12699] UNKN_UNKN
## [12700] UNENCRYPTED_IDENTIFIER
## [12701] UNKN_UNKN
## [12702] UNENCRYPTED_IDENTIFIER
## [12703] UNENCRYPTED_IDENTIFIER
## [12704] UNKN_UNKN
## [12705] UNENCRYPTED_IDENTIFIER
## [12706] UNENCRYPTED_IDENTIFIER
## [12707] UNKN_UNKN
## [12708] UNENCRYPTED_IDENTIFIER
## [12709] UNENCRYPTED_IDENTIFIER
## [12710] UNKN_UNKN
## [12711] UNENCRYPTED_IDENTIFIER
## [12712] UNKN_UNKN
## [12713] UNKN_UNKN
## [12714] UNENCRYPTED_HEALTH
## [12715] UNKN_UNKN
## [12716] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [12717] UNKN_UNKN
## [12718] UNENCRYPTED_IDENTIFIER
## [12719] UNKN_UNKN
## [12720] UNENCRYPTED_HEALTH
## [12721] UNKN_UNKN
## [12722] UNKN_UNKN
## [12723] UNKN_UNKN
## [12724] UNENCRYPTED_IDENTIFIER
## [12725] UNENCRYPTED_IDENTIFIER
## [12726] UNENCRYPTED_IDENTIFIER
## [12727] UNENCRYPTED_IDENTIFIER
## [12728] UNKN_UNKN
## [12729] UNENCRYPTED_IDENTIFIER
## [12730] UNENCRYPTED_HEALTH
## [12731] UNENCRYPTED_IDENTIFIER
## [12732] UNKN_UNKN
## [12733] UNKN_UNKN
## [12734] UNKN_UNKN
## [12735] UNENCRYPTED_HEALTH
## [12736] UNKN_UNKN
## [12737] UNKN_UNKN
## [12738] UNKN_UNKN
## [12739] UNENCRYPTED_IDENTIFIER
## [12740] UNKN_UNKN
## [12741] UNENCRYPTED_IDENTIFIER
## [12742] UNKN_UNKN
## [12743] UNENCRYPTED_IDENTIFIER
## [12744] UNKN_UNKN
## [12745] UNENCRYPTED_IDENTIFIER
## [12746] UNENCRYPTED_SENSITIVE-LOGIN
## [12747] UNENCRYPTED_SENSITIVE-GOV
## [12748] UNENCRYPTED_HEALTH
## [12749] UNKN_UNKN
## [12750] UNENCRYPTED_HEALTH
## [12751] UNKN_UNKN
## [12752] UNKN_UNKN
## [12753] UNENCRYPTED_IDENTIFIER
## [12754] UNENCRYPTED_SENSITIVE-LOGIN
## [12755] UNENCRYPTED_IDENTIFIER
## [12756] UNKN_UNKN
## [12757] UNKN_UNKN
## [12758] UNENCRYPTED_IDENTIFIER
## [12759] UNKN_UNKN
## [12760] UNENCRYPTED_IDENTIFIER
## [12761] UNKN_UNKN
## [12762] UNKN_UNKN
## [12763] UNKN_UNKN
## [12764] UNKN_UNKN
## [12765] UNKN_UNKN
## [12766] UNENCRYPTED_IDENTIFIER
## [12767] UNENCRYPTED_IDENTIFIER
## [12768] UNKN_UNKN
## [12769] UNENCRYPTED_IDENTIFIER
## [12770] UNENCRYPTED_IDENTIFIER
## [12771] UNKN_UNKN
## [12772] UNKN_UNKN
## [12773] UNKN_UNKN
## [12774] UNENCRYPTED_IDENTIFIER
## [12775] UNENCRYPTED_IDENTIFIER
## [12776] UNKN_UNKN
## [12777] UNKN_UNKN
## [12778] UNENCRYPTED_IDENTIFIER
## [12779] UNENCRYPTED_IDENTIFIER
## [12780] UNKN_UNKN
## [12781] UNENCRYPTED_IDENTIFIER
## [12782] UNKN_UNKN
## [12783] UNKN_UNKN
## [12784] UNKN_UNKN
## [12785] UNKN_UNKN
## [12786] UNENCRYPTED_IDENTIFIER
## [12787] UNENCRYPTED_IDENTIFIER
## [12788] UNENCRYPTED_IDENTIFIER
## [12789] UNKN_UNKN
## [12790] UNKN_UNKN
## [12791] UNKN_UNKN
## [12792] UNENCRYPTED_IDENTIFIER
## [12793] UNKN_UNKN
## [12794] UNKN_UNKN
## [12795] UNENCRYPTED_IDENTIFIER
## [12796] UNKN_UNKN
## [12797] UNENCRYPTED_IDENTIFIER
## [12798] UNENCRYPTED_IDENTIFIER
## [12799] UNKN_UNKN
## [12800] UNKN_UNKN
## [12801] UNENCRYPTED_IDENTIFIER
## [12802] UNKN_UNKN
## [12803] UNKN_UNKN
## [12804] UNENCRYPTED_IDENTIFIER
## [12805] UNENCRYPTED_IDENTIFIER
## [12806] UNENCRYPTED_IDENTIFIER
## [12807] UNKN_UNKN
## [12808] UNKN_UNKN
## [12809] UNKN_UNKN
## [12810] UNENCRYPTED_IDENTIFIER
## [12811] UNKN_UNKN
## [12812] UNENCRYPTED_IDENTIFIER
## [12813] UNKN_UNKN
## [12814] UNENCRYPTED_IDENTIFIER
## [12815] UNKN_UNKN
## [12816] UNKN_UNKN
## [12817] UNKN_UNKN
## [12818] UNENCRYPTED_IDENTIFIER
## [12819] UNENCRYPTED_IDENTIFIER
## [12820] UNKN_UNKN
## [12821] UNENCRYPTED_IDENTIFIER
## [12822] UNENCRYPTED_IDENTIFIER
## [12823] UNKN_UNKN
## [12824] UNKN_UNKN
## [12825] UNENCRYPTED_IDENTIFIER
## [12826] UNKN_UNKN
## [12827] UNENCRYPTED_IDENTIFIER
## [12828] UNKN_UNKN
## [12829] UNENCRYPTED_IDENTIFIER
## [12830] UNKN_UNKN
## [12831] UNKN_UNKN
## [12832] UNENCRYPTED_IDENTIFIER
## [12833] UNKN_UNKN
## [12834] ENCRYPTED_IDENTIFIER
## [12835] UNENCRYPTED_IDENTIFIER
## [12836] UNENCRYPTED_IDENTIFIER
## [12837] UNKN_UNKN
## [12838] UNENCRYPTED_IDENTIFIER
## [12839] UNKN_UNKN
## [12840] UNKN_UNKN
## [12841] UNKN_UNKN
## [12842] UNENCRYPTED_UNKN
## [12843] UNENCRYPTED_IDENTIFIER
## [12844] UNENCRYPTED_IDENTIFIER
## [12845] UNENCRYPTED_HEALTH
## [12846] UNKN_UNKN
## [12847] UNKN_UNKN
## [12848] UNENCRYPTED_IDENTIFIER
## [12849] UNENCRYPTED_IDENTIFIER
## [12850] UNENCRYPTED_IDENTIFIER
## [12851] UNKN_UNKN
## [12852] UNKN_UNKN
## [12853] UNENCRYPTED_IDENTIFIER
## [12854] UNKN_UNKN
## [12855] UNENCRYPTED_IDENTIFIER
## [12856] UNKN_UNKN
## [12857] UNKN_UNKN
## [12858] UNENCRYPTED_IDENTIFIER
## [12859] UNENCRYPTED_IDENTIFIER
## [12860] UNKN_UNKN
## [12861] UNENCRYPTED_IDENTIFIER
## [12862] UNKN_UNKN
## [12863] UNENCRYPTED_IDENTIFIER
## [12864] UNKN_UNKN
## [12865] UNKN_UNKN
## [12866] UNENCRYPTED_IDENTIFIER
## [12867] UNENCRYPTED_IDENTIFIER
## [12868] UNENCRYPTED_IDENTIFIER
## [12869] UNKN_UNKN
## [12870] UNENCRYPTED_IDENTIFIER
## [12871] UNENCRYPTED_IDENTIFIER
## [12872] UNKN_UNKN
## [12873] UNKN_UNKN
## [12874] UNENCRYPTED_IDENTIFIER
## [12875] UNENCRYPTED_SENSITIVE-LOGIN
## [12876] UNKN_UNKN
## [12877] UNKN_UNKN
## [12878] UNKN_UNKN
## [12879] UNENCRYPTED_IDENTIFIER
## [12880] UNENCRYPTED_IDENTIFIER
## [12881] UNKN_UNKN
## [12882] UNKN_UNKN
## [12883] UNKN_UNKN
## [12884] UNKN_UNKN
## [12885] UNKN_UNKN
## [12886] UNENCRYPTED_IDENTIFIER
## [12887] UNKN_UNKN
## [12888] UNKN_UNKN
## [12889] UNKN_UNKN
## [12890] UNENCRYPTED_IDENTIFIER
## [12891] UNENCRYPTED_IDENTIFIER
## [12892] UNENCRYPTED_IDENTIFIER
## [12893] UNENCRYPTED_IDENTIFIER
## [12894] UNKN_UNKN
## [12895] UNKN_UNKN
## [12896] UNKN_UNKN
## [12897] UNKN_UNKN
## [12898] UNENCRYPTED_IDENTIFIER
## [12899] UNKN_UNKN
## [12900] UNENCRYPTED_IDENTIFIER
## [12901] UNENCRYPTED_IDENTIFIER
## [12902] ENCRYPTED_IDENTIFIER
## [12903] UNENCRYPTED_IDENTIFIER
## [12904] UNENCRYPTED_IDENTIFIER
## [12905] UNKN_UNKN
## [12906] UNKN_UNKN
## [12907] UNENCRYPTED_IDENTIFIER
## [12908] UNKN_UNKN
## [12909] UNENCRYPTED_IDENTIFIER
## [12910] UNENCRYPTED_IDENTIFIER
## [12911] UNENCRYPTED_IDENTIFIER
## [12912] UNKN_UNKN
## [12913] UNKN_UNKN
## [12914] UNENCRYPTED_IDENTIFIER
## [12915] UNENCRYPTED_IDENTIFIER
## [12916] UNENCRYPTED_UNKN
## [12917] UNENCRYPTED_IDENTIFIER
## [12918] UNENCRYPTED_IDENTIFIER
## [12919] UNKN_UNKN
## [12920] UNKN_UNKN
## [12921] UNKN_UNKN
## [12922] UNENCRYPTED_IDENTIFIER
## [12923] UNKN_UNKN
## [12924] UNKN_UNKN
## [12925] UNENCRYPTED_IDENTIFIER
## [12926] UNENCRYPTED_UNKN
## [12927] UNKN_UNKN
## [12928] UNKN_UNKN
## [12929] UNENCRYPTED_IDENTIFIER
## [12930] UNKN_UNKN
## [12931] UNENCRYPTED_IDENTIFIER
## [12932] UNENCRYPTED_IDENTIFIER
## [12933] UNKN_UNKN
## [12934] UNENCRYPTED_IDENTIFIER
## [12935] UNKN_UNKN
## [12936] UNKN_UNKN
## [12937] UNKN_UNKN
## [12938] UNKN_UNKN
## [12939] UNENCRYPTED_IDENTIFIER
## [12940] UNKN_UNKN
## [12941] UNENCRYPTED_IDENTIFIER
## [12942] UNENCRYPTED_IDENTIFIER
## [12943] UNENCRYPTED_IDENTIFIER
## [12944] UNKN_UNKN
## [12945] UNKN_UNKN
## [12946] UNENCRYPTED_IDENTIFIER
## [12947] UNENCRYPTED_IDENTIFIER
## [12948] UNKN_UNKN
## [12949] UNKN_UNKN
## [12950] UNKN_UNKN
## [12951] UNENCRYPTED_IDENTIFIER
## [12952] UNENCRYPTED_IDENTIFIER
## [12953] UNKN_UNKN
## [12954] UNKN_UNKN
## [12955] UNKN_UNKN
## [12956] UNKN_UNKN
## [12957] UNKN_UNKN
## [12958] UNENCRYPTED_IDENTIFIER
## [12959] UNKN_UNKN
## [12960] UNKN_UNKN
## [12961] UNKN_UNKN
## [12962] UNKN_UNKN
## [12963] UNKN_UNKN
## [12964] UNENCRYPTED_SENSITIVE-LOGIN
## [12965] UNENCRYPTED_IDENTIFIER
## [12966] UNKN_UNKN
## [12967] UNENCRYPTED_IDENTIFIER
## [12968] UNENCRYPTED_UNKN
## [12969] UNENCRYPTED_IDENTIFIER
## [12970] UNKN_UNKN
## [12971] UNENCRYPTED_IDENTIFIER
## [12972] UNKN_UNKN
## [12973] UNKN_UNKN
## [12974] UNENCRYPTED_IDENTIFIER
## [12975] UNENCRYPTED_SENSITIVE-LOGIN
## [12976] UNKN_UNKN
## [12977] UNENCRYPTED_HEALTH
## [12978] UNENCRYPTED_IDENTIFIER
## [12979] UNENCRYPTED_IDENTIFIER
## [12980] UNENCRYPTED_IDENTIFIER
## [12981] UNENCRYPTED_SENSITIVE-GOV
## [12982] UNKN_UNKN
## [12983] UNENCRYPTED_IDENTIFIER
## [12984] UNENCRYPTED_IDENTIFIER
## [12985] UNENCRYPTED_IDENTIFIER
## [12986] UNENCRYPTED_SENSITIVE-GOV
## [12987] UNKN_UNKN
## [12988] UNKN_UNKN
## [12989] UNKN_UNKN
## [12990] UNENCRYPTED_IDENTIFIER
## [12991] UNKN_UNKN
## [12992] UNENCRYPTED_IDENTIFIER
## [12993] UNKN_UNKN
## [12994] UNENCRYPTED_SENSITIVE-LOGIN
## [12995] UNENCRYPTED_IDENTIFIER
## [12996] UNKN_UNKN
## [12997] UNKN_UNKN
## [12998] UNENCRYPTED_IDENTIFIER
## [12999] UNKN_UNKN
## [13000] UNKN_UNKN
## [13001] UNKN_UNKN
## [13002] UNENCRYPTED_IDENTIFIER
## [13003] UNKN_UNKN
## [13004] UNENCRYPTED_IDENTIFIER
## [13005] UNENCRYPTED_IDENTIFIER
## [13006] UNKN_UNKN
## [13007] UNKN_UNKN
## [13008] UNKN_UNKN
## [13009] UNKN_UNKN
## [13010] UNENCRYPTED_IDENTIFIER
## [13011] UNKN_UNKN
## [13012] UNKN_UNKN
## [13013] UNENCRYPTED_IDENTIFIER
## [13014] UNKN_UNKN
## [13015] UNKN_UNKN
## [13016] UNENCRYPTED_IDENTIFIER
## [13017] UNENCRYPTED_UNKN
## [13018] UNKN_UNKN
## [13019] UNENCRYPTED_IDENTIFIER
## [13020] UNKN_UNKN
## [13021] UNENCRYPTED_IDENTIFIER
## [13022] UNKN_UNKN
## [13023] UNKN_UNKN
## [13024] UNKN_UNKN
## [13025] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [13026] UNENCRYPTED_IDENTIFIER
## [13027] UNENCRYPTED_IDENTIFIER
## [13028] UNKN_UNKN
## [13029] UNENCRYPTED_IDENTIFIER
## [13030] UNENCRYPTED_IDENTIFIER
## [13031] UNENCRYPTED_IDENTIFIER
## [13032] UNKN_UNKN
## [13033] UNKN_UNKN
## [13034] UNENCRYPTED_IDENTIFIER
## [13035] UNKN_UNKN
## [13036] UNENCRYPTED_IDENTIFIER
## [13037] UNKN_UNKN
## [13038] UNKN_UNKN
## [13039] UNENCRYPTED_IDENTIFIER
## [13040] UNENCRYPTED_IDENTIFIER
## [13041] UNENCRYPTED_IDENTIFIER
## [13042] UNKN_UNKN
## [13043] UNENCRYPTED_IDENTIFIER
## [13044] UNKN_UNKN
## [13045] UNENCRYPTED_IDENTIFIER
## [13046] UNENCRYPTED_IDENTIFIER
## [13047] UNKN_UNKN
## [13048] UNENCRYPTED_IDENTIFIER
## [13049] UNENCRYPTED_IDENTIFIER
## [13050] UNKN_UNKN
## [13051] UNKN_UNKN
## [13052] UNKN_UNKN
## [13053] UNENCRYPTED_IDENTIFIER
## [13054] UNKN_UNKN
## [13055] UNENCRYPTED_IDENTIFIER
## [13056] UNKN_UNKN
## [13057] UNKN_UNKN
## [13058] UNENCRYPTED_IDENTIFIER
## [13059] UNENCRYPTED_IDENTIFIER
## [13060] UNKN_UNKN
## [13061] UNENCRYPTED_IDENTIFIER
## [13062] UNKN_UNKN
## [13063] UNENCRYPTED_IDENTIFIER
## [13064] UNENCRYPTED_IDENTIFIER
## [13065] UNKN_UNKN
## [13066] UNKN_UNKN
## [13067] UNENCRYPTED_IDENTIFIER
## [13068] UNKN_UNKN
## [13069] UNENCRYPTED_IDENTIFIER
## [13070] UNENCRYPTED_IDENTIFIER
## [13071] UNENCRYPTED_IDENTIFIER
## [13072] UNKN_UNKN
## [13073] UNENCRYPTED_IDENTIFIER
## [13074] UNKN_UNKN
## [13075] UNKN_UNKN
## [13076] UNKN_UNKN
## [13077] UNENCRYPTED_IDENTIFIER
## [13078] UNENCRYPTED_IDENTIFIER
## [13079] UNKN_UNKN
## [13080] UNKN_UNKN
## [13081] UNENCRYPTED_IDENTIFIER
## [13082] UNKN_UNKN
## [13083] UNKN_UNKN
## [13084] UNKN_UNKN
## [13085] UNKN_UNKN
## [13086] UNENCRYPTED_IDENTIFIER
## [13087] UNKN_UNKN
## [13088] UNKN_UNKN
## [13089] UNENCRYPTED_IDENTIFIER
## [13090] UNKN_UNKN
## [13091] UNKN_UNKN
## [13092] UNKN_UNKN
## [13093] UNENCRYPTED_IDENTIFIER
## [13094] UNENCRYPTED_SENSITIVE-GOV
## [13095] UNKN_UNKN
## [13096] UNENCRYPTED_IDENTIFIER
## [13097] UNENCRYPTED_IDENTIFIER
## [13098] UNENCRYPTED_IDENTIFIER
## [13099] UNENCRYPTED_IDENTIFIER
## [13100] UNENCRYPTED_IDENTIFIER
## [13101] UNENCRYPTED_IDENTIFIER
## [13102] UNKN_UNKN
## [13103] UNENCRYPTED_IDENTIFIER
## [13104] UNKN_UNKN
## [13105] UNENCRYPTED_IDENTIFIER
## [13106] UNKN_UNKN
## [13107] UNENCRYPTED_IDENTIFIER
## [13108] UNKN_UNKN
## [13109] UNENCRYPTED_IDENTIFIER
## [13110] UNKN_UNKN
## [13111] UNKN_UNKN
## [13112] UNKN_UNKN
## [13113] UNENCRYPTED_IDENTIFIER
## [13114] UNENCRYPTED_IDENTIFIER
## [13115] UNKN_UNKN
## [13116] UNKN_UNKN
## [13117] UNENCRYPTED_IDENTIFIER
## [13118] UNENCRYPTED_IDENTIFIER
## [13119] UNENCRYPTED_IDENTIFIER
## [13120] UNENCRYPTED_SENSITIVE-LOGIN
## [13121] UNENCRYPTED_IDENTIFIER
## [13122] UNENCRYPTED_IDENTIFIER
## [13123] UNENCRYPTED_IDENTIFIER
## [13124] UNKN_UNKN
## [13125] UNKN_UNKN
## [13126] UNENCRYPTED_IDENTIFIER
## [13127] UNKN_UNKN
## [13128] UNKN_UNKN
## [13129] UNENCRYPTED_IDENTIFIER
## [13130] UNKN_UNKN
## [13131] UNENCRYPTED_IDENTIFIER
## [13132] UNENCRYPTED_IDENTIFIER
## [13133] UNENCRYPTED_IDENTIFIER
## [13134] UNENCRYPTED_IDENTIFIER
## [13135] UNKN_UNKN
## [13136] UNKN_UNKN
## [13137] UNKN_UNKN
## [13138] UNENCRYPTED_HEALTH
## [13139] UNENCRYPTED_IDENTIFIER
## [13140] UNENCRYPTED_IDENTIFIER
## [13141] UNENCRYPTED_IDENTIFIER
## [13142] UNKN_UNKN
## [13143] UNKN_UNKN
## [13144] UNKN_UNKN
## [13145] UNKN_UNKN
## [13146] UNKN_UNKN
## [13147] UNKN_UNKN
## [13148] UNKN_UNKN
## [13149] UNKN_UNKN
## [13150] UNKN_UNKN
## [13151] UNENCRYPTED_IDENTIFIER
## [13152] UNKN_UNKN
## [13153] UNENCRYPTED_IDENTIFIER
## [13154] UNKN_UNKN
## [13155] UNKN_UNKN
## [13156] UNENCRYPTED_IDENTIFIER
## [13157] UNENCRYPTED_IDENTIFIER
## [13158] UNKN_UNKN
## [13159] UNKN_UNKN
## [13160] UNKN_UNKN
## [13161] UNENCRYPTED_IDENTIFIER
## [13162] UNENCRYPTED_IDENTIFIER
## [13163] UNKN_UNKN
## [13164] UNENCRYPTED_IDENTIFIER
## [13165] UNENCRYPTED_IDENTIFIER
## [13166] UNENCRYPTED_HEALTH
## [13167] UNENCRYPTED_IDENTIFIER
## [13168] UNENCRYPTED_IDENTIFIER
## [13169] UNKN_UNKN
## [13170] UNENCRYPTED_IDENTIFIER
## [13171] UNKN_UNKN
## [13172] UNENCRYPTED_HEALTH
## [13173] UNENCRYPTED_IDENTIFIER
## [13174] UNKN_UNKN
## [13175] UNENCRYPTED_IDENTIFIER
## [13176] UNKN_UNKN
## [13177] UNENCRYPTED_IDENTIFIER
## [13178] UNKN_UNKN
## [13179] UNENCRYPTED_IDENTIFIER
## [13180] UNENCRYPTED_IDENTIFIER
## [13181] UNENCRYPTED_IDENTIFIER
## [13182] UNENCRYPTED_IDENTIFIER
## [13183] UNENCRYPTED_IDENTIFIER
## [13184] UNKN_UNKN
## [13185] UNENCRYPTED_IDENTIFIER
## [13186] UNKN_UNKN
## [13187] UNENCRYPTED_IDENTIFIER
## [13188] ENCRYPTED_IDENTIFIER
## [13189] UNKN_UNKN
## [13190] UNENCRYPTED_IDENTIFIER
## [13191] UNENCRYPTED_IDENTIFIER
## [13192] UNENCRYPTED_IDENTIFIER
## [13193] UNENCRYPTED_IDENTIFIER
## [13194] UNENCRYPTED_IDENTIFIER
## [13195] UNKN_UNKN
## [13196] UNENCRYPTED_IDENTIFIER
## [13197] UNKN_UNKN
## [13198] UNKN_UNKN
## [13199] UNENCRYPTED_IDENTIFIER
## [13200] UNENCRYPTED_IDENTIFIER
## [13201] UNENCRYPTED_IDENTIFIER
## [13202] UNKN_UNKN
## [13203] UNKN_UNKN
## [13204] UNKN_UNKN
## [13205] UNENCRYPTED_IDENTIFIER
## [13206] UNENCRYPTED_SENSITIVE-LOGIN
## [13207] UNENCRYPTED_IDENTIFIER
## [13208] UNKN_UNKN
## [13209] UNENCRYPTED_IDENTIFIER
## [13210] UNENCRYPTED_IDENTIFIER
## [13211] UNENCRYPTED_IDENTIFIER
## [13212] UNENCRYPTED_IDENTIFIER
## [13213] UNENCRYPTED_UNKN
## [13214] UNENCRYPTED_IDENTIFIER
## [13215] UNENCRYPTED_IDENTIFIER
## [13216] UNENCRYPTED_IDENTIFIER
## [13217] UNENCRYPTED_IDENTIFIER
## [13218] UNKN_UNKN
## [13219] UNKN_UNKN
## [13220] UNKN_UNKN
## [13221] UNENCRYPTED_IDENTIFIER
## [13222] UNENCRYPTED_IDENTIFIER
## [13223] UNKN_UNKN
## [13224] UNKN_UNKN
## [13225] UNENCRYPTED_IDENTIFIER
## [13226] UNENCRYPTED_IDENTIFIER
## [13227] UNENCRYPTED_IDENTIFIER
## [13228] UNKN_UNKN
## [13229] UNENCRYPTED_IDENTIFIER
## [13230] UNKN_UNKN
## [13231] UNKN_UNKN
## [13232] UNKN_UNKN
## [13233] UNKN_UNKN
## [13234] UNKN_UNKN
## [13235] UNENCRYPTED_HEALTH
## [13236] UNENCRYPTED_HEALTH
## [13237] UNENCRYPTED_IDENTIFIER
## [13238] UNKN_UNKN
## [13239] UNENCRYPTED_IDENTIFIER
## [13240] UNKN_UNKN
## [13241] UNENCRYPTED_IDENTIFIER
## [13242] UNENCRYPTED_IDENTIFIER
## [13243] UNENCRYPTED_IDENTIFIER
## [13244] UNKN_UNKN
## [13245] UNENCRYPTED_IDENTIFIER
## [13246] UNKN_UNKN
## [13247] UNKN_UNKN
## [13248] UNENCRYPTED_SENSITIVE-GOV
## [13249] UNENCRYPTED_IDENTIFIER
## [13250] UNKN_UNKN
## [13251] UNKN_UNKN
## [13252] UNKN_UNKN
## [13253] UNKN_UNKN
## [13254] UNENCRYPTED_IDENTIFIER
## [13255] UNENCRYPTED_IDENTIFIER
## [13256] UNENCRYPTED_IDENTIFIER
## [13257] UNKN_UNKN
## [13258] UNENCRYPTED_IDENTIFIER
## [13259] UNKN_UNKN
## [13260] UNENCRYPTED_IDENTIFIER
## [13261] UNENCRYPTED_IDENTIFIER
## [13262] UNENCRYPTED_HEALTH
## [13263] UNKN_UNKN
## [13264] UNENCRYPTED_IDENTIFIER
## [13265] UNENCRYPTED_IDENTIFIER
## [13266] UNENCRYPTED_IDENTIFIER
## [13267] UNENCRYPTED_IDENTIFIER
## [13268] UNENCRYPTED_IDENTIFIER
## [13269] UNENCRYPTED_IDENTIFIER
## [13270] UNENCRYPTED_IDENTIFIER
## [13271] UNENCRYPTED_IDENTIFIER
## [13272] UNKN_UNKN
## [13273] UNKN_UNKN
## [13274] UNKN_UNKN
## [13275] UNKN_UNKN
## [13276] UNENCRYPTED_IDENTIFIER
## [13277] UNKN_UNKN
## [13278] UNENCRYPTED_IDENTIFIER
## [13279] UNENCRYPTED_IDENTIFIER
## [13280] UNENCRYPTED_IDENTIFIER
## [13281] UNENCRYPTED_IDENTIFIER
## [13282] UNENCRYPTED_SENSITIVE-LOGIN
## [13283] UNENCRYPTED_IDENTIFIER
## [13284] UNENCRYPTED_UNKN
## [13285] UNENCRYPTED_IDENTIFIER
## [13286] UNKN_UNKN
## [13287] UNENCRYPTED_IDENTIFIER
## [13288] UNENCRYPTED_IDENTIFIER
## [13289] UNENCRYPTED_IDENTIFIER
## [13290] UNKN_UNKN
## [13291] UNENCRYPTED_IDENTIFIER
## [13292] UNENCRYPTED_IDENTIFIER
## [13293] UNENCRYPTED_IDENTIFIER
## [13294] UNENCRYPTED_UNKN
## [13295] UNKN_UNKN
## [13296] UNKN_UNKN
## [13297] UNENCRYPTED_IDENTIFIER
## [13298] UNENCRYPTED_IDENTIFIER
## [13299] UNENCRYPTED_IDENTIFIER
## [13300] UNENCRYPTED_IDENTIFIER
## [13301] UNENCRYPTED_HEALTH
## [13302] UNENCRYPTED_IDENTIFIER
## [13303] UNKN_UNKN
## [13304] UNENCRYPTED_HEALTH
## [13305] UNKN_UNKN
## [13306] UNENCRYPTED_IDENTIFIER
## [13307] UNENCRYPTED_HEALTH
## [13308] UNENCRYPTED_IDENTIFIER
## [13309] UNKN_UNKN
## [13310] UNENCRYPTED_IDENTIFIER
## [13311] UNKN_UNKN
## [13312] UNENCRYPTED_IDENTIFIER
## [13313] UNENCRYPTED_IDENTIFIER
## [13314] UNENCRYPTED_IDENTIFIER
## [13315] UNKN_UNKN
## [13316] UNENCRYPTED_IDENTIFIER
## [13317] UNKN_UNKN
## [13318] UNENCRYPTED_IDENTIFIER
## [13319] UNKN_UNKN
## [13320] UNKN_UNKN
## [13321] UNKN_UNKN
## [13322] UNKN_UNKN
## [13323] UNENCRYPTED_IDENTIFIER
## [13324] UNKN_UNKN
## [13325] UNKN_UNKN
## [13326] UNKN_UNKN
## [13327] UNKN_UNKN
## [13328] UNKN_UNKN
## [13329] UNKN_UNKN
## [13330] UNKN_UNKN
## [13331] UNENCRYPTED_IDENTIFIER
## [13332] UNKN_UNKN
## [13333] UNKN_UNKN
## [13334] UNKN_UNKN
## [13335] UNKN_UNKN
## [13336] UNKN_UNKN
## [13337] UNENCRYPTED_IDENTIFIER
## [13338] UNENCRYPTED_IDENTIFIER
## [13339] UNENCRYPTED_IDENTIFIER
## [13340] UNKN_UNKN
## [13341] UNKN_UNKN
## [13342] UNKN_UNKN
## [13343] UNKN_UNKN
## [13344] UNENCRYPTED_IDENTIFIER
## [13345] UNENCRYPTED_IDENTIFIER
## [13346] UNKN_UNKN
## [13347] UNENCRYPTED_IDENTIFIER
## [13348] UNENCRYPTED_IDENTIFIER
## [13349] UNENCRYPTED_IDENTIFIER
## [13350] UNKN_UNKN
## [13351] UNKN_UNKN
## [13352] UNENCRYPTED_IDENTIFIER
## [13353] UNKN_UNKN
## [13354] UNKN_UNKN
## [13355] UNKN_UNKN
## [13356] UNENCRYPTED_IDENTIFIER
## [13357] UNENCRYPTED_IDENTIFIER
## [13358] UNENCRYPTED_IDENTIFIER
## [13359] UNENCRYPTED_IDENTIFIER
## [13360] UNENCRYPTED_IDENTIFIER
## [13361] UNKN_UNKN
## [13362] UNKN_UNKN
## [13363] UNKN_UNKN
## [13364] UNKN_UNKN
## [13365] UNENCRYPTED_IDENTIFIER
## [13366] UNKN_UNKN
## [13367] UNKN_UNKN
## [13368] UNKN_UNKN
## [13369] UNENCRYPTED_HEALTH
## [13370] UNKN_UNKN
## [13371] UNENCRYPTED_IDENTIFIER
## [13372] UNKN_UNKN
## [13373] UNKN_UNKN
## [13374] UNENCRYPTED_IDENTIFIER
## [13375] UNKN_UNKN
## [13376] UNENCRYPTED_IDENTIFIER
## [13377] UNENCRYPTED_IDENTIFIER
## [13378] UNENCRYPTED_IDENTIFIER
## [13379] UNENCRYPTED_IDENTIFIER
## [13380] UNENCRYPTED_IDENTIFIER
## [13381] UNENCRYPTED_IDENTIFIER
## [13382] UNKN_UNKN
## [13383] UNKN_UNKN
## [13384] UNKN_UNKN
## [13385] UNENCRYPTED_IDENTIFIER
## [13386] UNENCRYPTED_IDENTIFIER
## [13387] UNKN_UNKN
## [13388] UNKN_UNKN
## [13389] UNENCRYPTED_IDENTIFIER
## [13390] UNKN_UNKN
## [13391] UNKN_UNKN
## [13392] UNENCRYPTED_IDENTIFIER
## [13393] UNENCRYPTED_IDENTIFIER
## [13394] UNENCRYPTED_IDENTIFIER
## [13395] UNENCRYPTED_UNKN
## [13396] UNENCRYPTED_IDENTIFIER
## [13397] UNENCRYPTED_IDENTIFIER
## [13398] UNKN_UNKN
## [13399] UNENCRYPTED_IDENTIFIER
## [13400] UNENCRYPTED_IDENTIFIER
## [13401] UNENCRYPTED_IDENTIFIER
## [13402] UNENCRYPTED_IDENTIFIER
## [13403] UNKN_UNKN
## [13404] UNENCRYPTED_IDENTIFIER
## [13405] UNENCRYPTED_IDENTIFIER
## [13406] UNENCRYPTED_IDENTIFIER
## [13407] UNKN_UNKN
## [13408] UNKN_UNKN
## [13409] UNKN_UNKN
## [13410] UNKN_UNKN
## [13411] UNENCRYPTED_IDENTIFIER
## [13412] UNKN_UNKN
## [13413] UNENCRYPTED_IDENTIFIER
## [13414] UNENCRYPTED_SENSITIVE-LOGIN
## [13415] UNENCRYPTED_IDENTIFIER
## [13416] UNKN_UNKN
## [13417] UNENCRYPTED_IDENTIFIER
## [13418] UNKN_UNKN
## [13419] UNENCRYPTED_IDENTIFIER
## [13420] UNENCRYPTED_IDENTIFIER
## [13421] UNENCRYPTED_IDENTIFIER
## [13422] UNKN_UNKN
## [13423] UNKN_UNKN
## [13424] UNENCRYPTED_IDENTIFIER
## [13425] UNKN_UNKN
## [13426] UNKN_UNKN
## [13427] UNENCRYPTED_IDENTIFIER
## [13428] UNKN_UNKN
## [13429] UNKN_UNKN
## [13430] UNENCRYPTED_IDENTIFIER
## [13431] UNKN_UNKN
## [13432] UNENCRYPTED_IDENTIFIER
## [13433] UNKN_UNKN
## [13434] UNENCRYPTED_IDENTIFIER
## [13435] UNENCRYPTED_IDENTIFIER
## [13436] UNENCRYPTED_HEALTH
## [13437] UNKN_UNKN
## [13438] UNKN_UNKN
## [13439] UNENCRYPTED_IDENTIFIER
## [13440] UNENCRYPTED_IDENTIFIER
## [13441] UNKN_UNKN
## [13442] UNENCRYPTED_IDENTIFIER
## [13443] UNKN_UNKN
## [13444] UNKN_UNKN
## [13445] UNKN_UNKN
## [13446] UNENCRYPTED_IDENTIFIER
## [13447] UNKN_UNKN
## [13448] UNKN_UNKN
## [13449] UNENCRYPTED_IDENTIFIER
## [13450] UNKN_UNKN
## [13451] UNENCRYPTED_SENSITIVE-GOV
## [13452] UNKN_UNKN
## [13453] UNENCRYPTED_IDENTIFIER
## [13454] UNKN_UNKN
## [13455] UNKN_UNKN
## [13456] UNENCRYPTED_IDENTIFIER
## [13457] UNKN_UNKN
## [13458] UNKN_UNKN
## [13459] UNKN_UNKN
## [13460] UNENCRYPTED_IDENTIFIER
## [13461] UNENCRYPTED_IDENTIFIER
## [13462] UNKN_UNKN
## [13463] UNENCRYPTED_IDENTIFIER
## [13464] UNKN_UNKN
## [13465] UNKN_UNKN
## [13466] UNKN_UNKN
## [13467] UNKN_UNKN
## [13468] UNKN_UNKN
## [13469] UNENCRYPTED_IDENTIFIER
## [13470] UNKN_UNKN
## [13471] UNKN_UNKN
## [13472] UNKN_UNKN
## [13473] UNENCRYPTED_IDENTIFIER
## [13474] UNENCRYPTED_IDENTIFIER
## [13475] UNENCRYPTED_IDENTIFIER
## [13476] UNKN_UNKN
## [13477] UNENCRYPTED_IDENTIFIER
## [13478] ENCRYPTED_IDENTIFIER
## [13479] UNKN_UNKN
## [13480] UNKN_UNKN
## [13481] UNKN_UNKN
## [13482] UNKN_UNKN
## [13483] UNENCRYPTED_IDENTIFIER
## [13484] UNENCRYPTED_IDENTIFIER
## [13485] UNKN_UNKN
## [13486] UNKN_UNKN
## [13487] UNKN_UNKN
## [13488] UNKN_UNKN
## [13489] UNENCRYPTED_IDENTIFIER
## [13490] UNKN_UNKN
## [13491] UNKN_UNKN
## [13492] UNKN_UNKN
## [13493] UNKN_UNKN
## [13494] UNKN_UNKN
## [13495] UNKN_UNKN
## [13496] UNKN_UNKN
## [13497] UNKN_UNKN
## [13498] UNENCRYPTED_IDENTIFIER
## [13499] UNKN_UNKN
## [13500] UNENCRYPTED_IDENTIFIER
## [13501] UNENCRYPTED_IDENTIFIER
## [13502] UNENCRYPTED_IDENTIFIER
## [13503] UNENCRYPTED_IDENTIFIER
## [13504] UNENCRYPTED_IDENTIFIER
## [13505] UNENCRYPTED_IDENTIFIER
## [13506] UNENCRYPTED_IDENTIFIER
## [13507] UNENCRYPTED_IDENTIFIER
## [13508] UNENCRYPTED_IDENTIFIER
## [13509] UNENCRYPTED_SENSITIVE-LOGIN
## [13510] UNKN_UNKN
## [13511] UNKN_UNKN
## [13512] UNKN_UNKN
## [13513] UNENCRYPTED_IDENTIFIER
## [13514] UNKN_UNKN
## [13515] UNENCRYPTED_IDENTIFIER
## [13516] UNKN_UNKN
## [13517] UNENCRYPTED_IDENTIFIER
## [13518] UNKN_UNKN
## [13519] UNKN_UNKN
## [13520] UNENCRYPTED_IDENTIFIER
## [13521] UNENCRYPTED_IDENTIFIER
## [13522] UNKN_UNKN
## [13523] UNKN_UNKN
## [13524] UNKN_UNKN
## [13525] UNKN_UNKN
## [13526] UNENCRYPTED_IDENTIFIER
## [13527] UNKN_UNKN
## [13528] UNENCRYPTED_IDENTIFIER
## [13529] UNENCRYPTED_UNKN
## [13530] UNKN_UNKN
## [13531] UNENCRYPTED_IDENTIFIER
## [13532] UNENCRYPTED_IDENTIFIER
## [13533] UNENCRYPTED_IDENTIFIER
## [13534] UNENCRYPTED_IDENTIFIER
## [13535] UNKN_UNKN
## [13536] UNKN_UNKN
## [13537] UNENCRYPTED_IDENTIFIER
## [13538] UNENCRYPTED_IDENTIFIER
## [13539] UNKN_UNKN
## [13540] UNENCRYPTED_IDENTIFIER
## [13541] UNENCRYPTED_IDENTIFIER
## [13542] UNENCRYPTED_IDENTIFIER
## [13543] UNKN_UNKN
## [13544] UNENCRYPTED_IDENTIFIER
## [13545] UNENCRYPTED_IDENTIFIER
## [13546] UNENCRYPTED_IDENTIFIER
## [13547] UNKN_UNKN
## [13548] UNKN_UNKN
## [13549] UNKN_UNKN
## [13550] UNENCRYPTED_IDENTIFIER
## [13551] UNENCRYPTED_IDENTIFIER
## [13552] UNENCRYPTED_HEALTH
## [13553] UNENCRYPTED_IDENTIFIER
## [13554] UNKN_UNKN
## [13555] UNKN_UNKN
## [13556] UNKN_UNKN
## [13557] UNENCRYPTED_HEALTH
## [13558] UNKN_UNKN
## [13559] UNKN_UNKN
## [13560] UNKN_UNKN
## [13561] UNKN_UNKN
## [13562] UNKN_UNKN
## [13563] UNENCRYPTED_IDENTIFIER
## [13564] UNKN_UNKN
## [13565] UNENCRYPTED_IDENTIFIER
## [13566] UNENCRYPTED_IDENTIFIER
## [13567] UNENCRYPTED_IDENTIFIER
## [13568] UNKN_UNKN
## [13569] UNENCRYPTED_HEALTH
## [13570] UNENCRYPTED_IDENTIFIER
## [13571] UNKN_UNKN
## [13572] UNENCRYPTED_HEALTH
## [13573] UNKN_UNKN
## [13574] UNENCRYPTED_HEALTH
## [13575] UNENCRYPTED_SENSITIVE-LOGIN
## [13576] UNKN_UNKN
## [13577] UNENCRYPTED_IDENTIFIER
## [13578] UNENCRYPTED_HEALTH
## [13579] UNENCRYPTED_IDENTIFIER
## [13580] UNENCRYPTED_IDENTIFIER
## [13581] UNKN_UNKN
## [13582] UNKN_UNKN
## [13583] UNKN_UNKN
## [13584] UNKN_UNKN
## [13585] UNENCRYPTED_UNKN
## [13586] UNENCRYPTED_IDENTIFIER
## [13587] UNKN_UNKN
## [13588] UNENCRYPTED_IDENTIFIER
## [13589] UNENCRYPTED_IDENTIFIER
## [13590] UNKN_UNKN
## [13591] UNENCRYPTED_IDENTIFIER
## [13592] UNKN_UNKN
## [13593] UNKN_UNKN
## [13594] UNKN_UNKN
## [13595] UNENCRYPTED_IDENTIFIER
## [13596] UNKN_UNKN
## [13597] UNKN_UNKN
## [13598] UNKN_UNKN
## [13599] UNENCRYPTED_IDENTIFIER
## [13600] UNENCRYPTED_IDENTIFIER
## [13601] UNKN_UNKN
## [13602] UNENCRYPTED_HEALTH
## [13603] UNENCRYPTED_IDENTIFIER
## [13604] UNENCRYPTED_IDENTIFIER
## [13605] UNENCRYPTED_IDENTIFIER
## [13606] UNENCRYPTED_IDENTIFIER
## [13607] UNKN_UNKN
## [13608] UNKN_UNKN
## [13609] UNENCRYPTED_IDENTIFIER
## [13610] UNKN_UNKN
## [13611] UNENCRYPTED_IDENTIFIER
## [13612] UNENCRYPTED_IDENTIFIER
## [13613] UNKN_UNKN
## [13614] UNENCRYPTED_IDENTIFIER
## [13615] UNKN_UNKN
## [13616] UNKN_UNKN
## [13617] UNKN_UNKN
## [13618] UNENCRYPTED_IDENTIFIER
## [13619] UNENCRYPTED_IDENTIFIER
## [13620] UNENCRYPTED_IDENTIFIER
## [13621] UNENCRYPTED_IDENTIFIER
## [13622] UNKN_UNKN
## [13623] UNKN_UNKN
## [13624] UNENCRYPTED_IDENTIFIER
## [13625] UNKN_UNKN
## [13626] UNKN_UNKN
## [13627] UNENCRYPTED_IDENTIFIER
## [13628] UNKN_UNKN
## [13629] UNKN_UNKN
## [13630] UNKN_UNKN
## [13631] UNKN_UNKN
## [13632] UNKN_UNKN
## [13633] UNENCRYPTED_IDENTIFIER
## [13634] UNKN_UNKN
## [13635] UNENCRYPTED_IDENTIFIER
## [13636] UNKN_UNKN
## [13637] UNKN_UNKN
## [13638] UNKN_UNKN
## [13639] UNKN_UNKN
## [13640] UNKN_UNKN
## [13641] UNENCRYPTED_IDENTIFIER
## [13642] UNENCRYPTED_IDENTIFIER
## [13643] UNKN_UNKN
## [13644] UNKN_UNKN
## [13645] UNKN_UNKN
## [13646] UNENCRYPTED_IDENTIFIER
## [13647] UNENCRYPTED_IDENTIFIER
## [13648] UNKN_UNKN
## [13649] UNKN_UNKN
## [13650] UNKN_UNKN
## [13651] UNENCRYPTED_IDENTIFIER
## [13652] UNKN_UNKN
## [13653] UNKN_UNKN
## [13654] UNENCRYPTED_IDENTIFIER
## [13655] UNENCRYPTED_IDENTIFIER
## [13656] UNKN_UNKN
## [13657] UNENCRYPTED_IDENTIFIER
## [13658] UNENCRYPTED_IDENTIFIER
## [13659] UNENCRYPTED_IDENTIFIER
## [13660] UNKN_UNKN
## [13661] UNENCRYPTED_IDENTIFIER
## [13662] UNKN_UNKN
## [13663] UNKN_UNKN
## [13664] UNKN_UNKN
## [13665] UNENCRYPTED_IDENTIFIER
## [13666] UNKN_UNKN
## [13667] UNKN_UNKN
## [13668] UNENCRYPTED_IDENTIFIER
## [13669] UNENCRYPTED_IDENTIFIER
## [13670] UNENCRYPTED_HEALTH
## [13671] UNKN_UNKN
## [13672] UNENCRYPTED_IDENTIFIER
## [13673] UNKN_UNKN
## [13674] UNENCRYPTED_IDENTIFIER
## [13675] UNENCRYPTED_IDENTIFIER
## [13676] UNKN_UNKN
## [13677] UNENCRYPTED_IDENTIFIER
## [13678] UNENCRYPTED_IDENTIFIER
## [13679] UNENCRYPTED_IDENTIFIER
## [13680] UNENCRYPTED_IDENTIFIER
## [13681] UNENCRYPTED_IDENTIFIER
## [13682] UNENCRYPTED_IDENTIFIER
## [13683] UNKN_UNKN
## [13684] UNKN_UNKN
## [13685] UNKN_UNKN
## [13686] UNKN_UNKN
## [13687] UNKN_UNKN
## [13688] UNKN_UNKN
## [13689] UNENCRYPTED_IDENTIFIER
## [13690] UNENCRYPTED_UNKN
## [13691] UNKN_UNKN
## [13692] UNKN_UNKN
## [13693] UNENCRYPTED_IDENTIFIER
## [13694] UNENCRYPTED_IDENTIFIER
## [13695] UNKN_UNKN
## [13696] UNKN_UNKN
## [13697] UNKN_UNKN
## [13698] UNKN_UNKN
## [13699] UNKN_UNKN
## [13700] UNKN_UNKN
## [13701] UNENCRYPTED_IDENTIFIER
## [13702] UNENCRYPTED_IDENTIFIER
## [13703] UNENCRYPTED_HEALTH
## [13704] UNKN_UNKN
## [13705] UNENCRYPTED_IDENTIFIER
## [13706] UNKN_UNKN
## [13707] UNKN_UNKN
## [13708] UNENCRYPTED_IDENTIFIER
## [13709] UNENCRYPTED_IDENTIFIER
## [13710] UNENCRYPTED_HEALTH
## [13711] UNKN_UNKN
## [13712] UNKN_UNKN
## [13713] UNENCRYPTED_IDENTIFIER
## [13714] UNENCRYPTED_IDENTIFIER
## [13715] UNKN_UNKN
## [13716] UNKN_UNKN
## [13717] UNENCRYPTED_IDENTIFIER
## [13718] UNENCRYPTED_IDENTIFIER
## [13719] UNKN_UNKN
## [13720] UNKN_UNKN
## [13721] UNENCRYPTED_IDENTIFIER
## [13722] UNKN_UNKN
## [13723] UNKN_UNKN
## [13724] UNKN_UNKN
## [13725] UNKN_UNKN
## [13726] UNENCRYPTED_IDENTIFIER
## [13727] UNKN_UNKN
## [13728] UNENCRYPTED_IDENTIFIER
## [13729] UNENCRYPTED_IDENTIFIER
## [13730] UNENCRYPTED_IDENTIFIER
## [13731] UNKN_UNKN
## [13732] UNKN_UNKN
## [13733] UNKN_UNKN
## [13734] UNKN_UNKN
## [13735] UNKN_UNKN
## [13736] UNENCRYPTED_SENSITIVE-LOGIN
## [13737] UNENCRYPTED_IDENTIFIER
## [13738] UNENCRYPTED_IDENTIFIER
## [13739] UNKN_UNKN
## [13740] UNKN_UNKN
## [13741] UNKN_UNKN
## [13742] UNKN_UNKN
## [13743] UNKN_UNKN
## [13744] UNENCRYPTED_IDENTIFIER
## [13745] UNKN_UNKN
## [13746] UNKN_UNKN
## [13747] UNKN_UNKN
## [13748] UNKN_UNKN
## [13749] UNENCRYPTED_IDENTIFIER
## [13750] UNKN_UNKN
## [13751] UNKN_UNKN
## [13752] UNKN_UNKN
## [13753] UNENCRYPTED_IDENTIFIER
## [13754] UNENCRYPTED_IDENTIFIER
## [13755] UNKN_UNKN
## [13756] UNENCRYPTED_IDENTIFIER
## [13757] UNKN_UNKN
## [13758] UNKN_UNKN
## [13759] UNKN_UNKN
## [13760] UNKN_UNKN
## [13761] UNENCRYPTED_IDENTIFIER
## [13762] UNKN_UNKN
## [13763] UNKN_UNKN
## [13764] UNKN_UNKN
## [13765] UNENCRYPTED_IDENTIFIER
## [13766] UNENCRYPTED_IDENTIFIER
## [13767] UNKN_UNKN
## [13768] UNENCRYPTED_IDENTIFIER
## [13769] UNKN_UNKN
## [13770] UNKN_UNKN
## [13771] UNENCRYPTED_IDENTIFIER
## [13772] UNKN_UNKN
## [13773] UNKN_UNKN
## [13774] UNKN_UNKN
## [13775] UNENCRYPTED_SENSITIVE-LOGIN
## [13776] UNKN_UNKN
## [13777] UNKN_UNKN
## [13778] UNENCRYPTED_IDENTIFIER
## [13779] UNENCRYPTED_IDENTIFIER
## [13780] UNENCRYPTED_IDENTIFIER
## [13781] UNENCRYPTED_UNKN
## [13782] UNKN_UNKN
## [13783] UNKN_UNKN
## [13784] UNKN_UNKN
## [13785] UNENCRYPTED_IDENTIFIER
## [13786] UNKN_UNKN
## [13787] UNENCRYPTED_IDENTIFIER
## [13788] UNKN_UNKN
## [13789] UNKN_UNKN
## [13790] UNENCRYPTED_IDENTIFIER
## [13791] UNKN_UNKN
## [13792] UNKN_UNKN
## [13793] UNENCRYPTED_IDENTIFIER
## [13794] UNKN_UNKN
## [13795] UNENCRYPTED_IDENTIFIER
## [13796] UNKN_UNKN
## [13797] UNKN_UNKN
## [13798] UNKN_UNKN
## [13799] UNENCRYPTED_IDENTIFIER
## [13800] UNKN_UNKN
## [13801] UNKN_UNKN
## [13802] UNENCRYPTED_IDENTIFIER
## [13803] UNENCRYPTED_HEALTH
## [13804] UNKN_UNKN
## [13805] UNENCRYPTED_IDENTIFIER
## [13806] UNENCRYPTED_IDENTIFIER
## [13807] UNKN_UNKN
## [13808] UNKN_UNKN
## [13809] UNENCRYPTED_IDENTIFIER
## [13810] UNKN_UNKN
## [13811] UNENCRYPTED_IDENTIFIER
## [13812] UNKN_UNKN
## [13813] UNKN_UNKN
## [13814] UNKN_UNKN
## [13815] UNENCRYPTED_IDENTIFIER
## [13816] UNENCRYPTED_IDENTIFIER
## [13817] UNKN_UNKN
## [13818] UNKN_UNKN
## [13819] UNKN_UNKN
## [13820] UNKN_UNKN
## [13821] UNKN_UNKN
## [13822] UNENCRYPTED_IDENTIFIER
## [13823] UNENCRYPTED_IDENTIFIER
## [13824] UNENCRYPTED_IDENTIFIER
## [13825] UNENCRYPTED_IDENTIFIER
## [13826] UNENCRYPTED_IDENTIFIER
## [13827] UNENCRYPTED_IDENTIFIER
## [13828] UNKN_UNKN
## [13829] UNENCRYPTED_IDENTIFIER
## [13830] UNENCRYPTED_IDENTIFIER
## [13831] UNKN_UNKN
## [13832] UNENCRYPTED_IDENTIFIER
## [13833] UNENCRYPTED_IDENTIFIER
## [13834] UNENCRYPTED_IDENTIFIER
## [13835] UNENCRYPTED_IDENTIFIER
## [13836] UNKN_UNKN
## [13837] UNKN_UNKN
## [13838] UNENCRYPTED_IDENTIFIER
## [13839] UNKN_UNKN
## [13840] UNENCRYPTED_IDENTIFIER
## [13841] UNENCRYPTED_IDENTIFIER
## [13842] UNKN_UNKN
## [13843] UNENCRYPTED_IDENTIFIER
## [13844] UNKN_UNKN
## [13845] UNKN_UNKN
## [13846] UNKN_UNKN
## [13847] UNKN_UNKN
## [13848] UNENCRYPTED_IDENTIFIER
## [13849] UNKN_UNKN
## [13850] UNENCRYPTED_IDENTIFIER
## [13851] UNKN_UNKN
## [13852] UNKN_UNKN
## [13853] UNENCRYPTED_IDENTIFIER
## [13854] UNKN_UNKN
## [13855] UNENCRYPTED_IDENTIFIER
## [13856] UNENCRYPTED_IDENTIFIER
## [13857] UNENCRYPTED_UNKN
## [13858] UNKN_UNKN
## [13859] UNKN_UNKN
## [13860] UNENCRYPTED_IDENTIFIER
## [13861] UNKN_UNKN
## [13862] UNENCRYPTED_IDENTIFIER
## [13863] UNKN_UNKN
## [13864] UNENCRYPTED_IDENTIFIER
## [13865] UNENCRYPTED_IDENTIFIER
## [13866] UNKN_UNKN
## [13867] UNKN_UNKN
## [13868] UNENCRYPTED_IDENTIFIER
## [13869] UNKN_UNKN
## [13870] UNKN_UNKN
## [13871] UNKN_UNKN
## [13872] UNENCRYPTED_IDENTIFIER
## [13873] UNENCRYPTED_IDENTIFIER
## [13874] UNENCRYPTED_IDENTIFIER
## [13875] UNENCRYPTED_UNKN
## [13876] UNENCRYPTED_COMMERCIAL
## [13877] UNKN_UNKN
## [13878] ENCRYPTED_IDENTIFIER
## [13879] UNKN_UNKN
## [13880] UNENCRYPTED_IDENTIFIER
## [13881] UNKN_UNKN
## [13882] UNKN_UNKN
## [13883] UNKN_UNKN
## [13884] UNKN_UNKN
## [13885] UNKN_UNKN
## [13886] UNKN_UNKN
## [13887] UNKN_UNKN
## [13888] UNENCRYPTED_IDENTIFIER
## [13889] UNKN_UNKN
## [13890] UNENCRYPTED_IDENTIFIER
## [13891] UNKN_UNKN
## [13892] UNKN_UNKN
## [13893] UNKN_UNKN
## [13894] UNENCRYPTED_IDENTIFIER
## [13895] UNENCRYPTED_IDENTIFIER
## [13896] UNKN_UNKN
## [13897] UNKN_UNKN
## [13898] UNKN_UNKN
## [13899] UNENCRYPTED_IDENTIFIER
## [13900] UNKN_UNKN
## [13901] UNKN_UNKN
## [13902] UNENCRYPTED_IDENTIFIER
## [13903] UNENCRYPTED_IDENTIFIER
## [13904] UNKN_UNKN
## [13905] UNKN_UNKN
## [13906] UNKN_UNKN
## [13907] UNENCRYPTED_COMMERCIAL
## [13908] UNENCRYPTED_IDENTIFIER
## [13909] UNKN_UNKN
## [13910] UNENCRYPTED_IDENTIFIER
## [13911] UNKN_UNKN
## [13912] UNKN_UNKN
## [13913] UNENCRYPTED_IDENTIFIER
## [13914] UNENCRYPTED_IDENTIFIER
## [13915] UNKN_UNKN
## [13916] UNENCRYPTED_IDENTIFIER
## [13917] UNKN_UNKN
## [13918] UNENCRYPTED_IDENTIFIER
## [13919] UNKN_UNKN
## [13920] UNENCRYPTED_IDENTIFIER
## [13921] UNKN_UNKN
## [13922] UNKN_UNKN
## [13923] UNENCRYPTED_IDENTIFIER
## [13924] UNKN_UNKN
## [13925] UNENCRYPTED_IDENTIFIER
## [13926] UNENCRYPTED_HEALTH
## [13927] UNKN_UNKN
## [13928] UNENCRYPTED_IDENTIFIER
## [13929] UNENCRYPTED_IDENTIFIER
## [13930] UNKN_UNKN
## [13931] UNENCRYPTED_IDENTIFIER
## [13932] UNENCRYPTED_IDENTIFIER
## [13933] UNENCRYPTED_IDENTIFIER
## [13934] UNENCRYPTED_HEALTH
## [13935] UNENCRYPTED_IDENTIFIER
## [13936] ENCRYPTED_IDENTIFIER
## [13937] UNENCRYPTED_IDENTIFIER
## [13938] UNENCRYPTED_IDENTIFIER
## [13939] UNKN_UNKN
## [13940] UNENCRYPTED_IDENTIFIER
## [13941] UNKN_UNKN
## [13942] UNKN_UNKN
## [13943] UNENCRYPTED_IDENTIFIER
## [13944] UNKN_UNKN
## [13945] UNENCRYPTED_HEALTH
## [13946] UNENCRYPTED_IDENTIFIER
## [13947] UNKN_UNKN
## [13948] UNKN_UNKN
## [13949] UNKN_UNKN
## [13950] UNKN_UNKN
## [13951] UNKN_UNKN
## [13952] UNKN_UNKN
## [13953] UNENCRYPTED_IDENTIFIER
## [13954] UNENCRYPTED_IDENTIFIER
## [13955] UNKN_UNKN
## [13956] UNKN_UNKN
## [13957] UNKN_UNKN
## [13958] UNENCRYPTED_IDENTIFIER
## [13959] UNENCRYPTED_IDENTIFIER
## [13960] UNKN_UNKN
## [13961] UNENCRYPTED_IDENTIFIER
## [13962] UNENCRYPTED_IDENTIFIER
## [13963] UNKN_UNKN
## [13964] UNKN_UNKN
## [13965] UNENCRYPTED_IDENTIFIER
## [13966] UNENCRYPTED_IDENTIFIER
## [13967] UNENCRYPTED_HEALTH
## [13968] UNKN_UNKN
## [13969] UNKN_UNKN
## [13970] UNENCRYPTED_IDENTIFIER
## [13971] UNENCRYPTED_IDENTIFIER
## [13972] UNENCRYPTED_IDENTIFIER
## [13973] UNENCRYPTED_IDENTIFIER
## [13974] UNKN_UNKN
## [13975] UNKN_UNKN
## [13976] UNKN_UNKN
## [13977] UNKN_UNKN
## [13978] UNKN_UNKN
## [13979] UNENCRYPTED_IDENTIFIER
## [13980] UNKN_UNKN
## [13981] UNKN_UNKN
## [13982] UNENCRYPTED_IDENTIFIER
## [13983] UNKN_UNKN
## [13984] UNKN_UNKN
## [13985] UNENCRYPTED_IDENTIFIER
## [13986] UNKN_UNKN
## [13987] UNENCRYPTED_IDENTIFIER
## [13988] UNKN_UNKN
## [13989] UNKN_UNKN
## [13990] UNKN_UNKN
## [13991] UNENCRYPTED_IDENTIFIER
## [13992] UNENCRYPTED_IDENTIFIER
## [13993] UNKN_UNKN
## [13994] UNKN_UNKN
## [13995] UNKN_UNKN
## [13996] UNENCRYPTED_IDENTIFIER
## [13997] UNKN_UNKN
## [13998] UNKN_UNKN
## [13999] UNENCRYPTED_IDENTIFIER
## [14000] UNENCRYPTED_IDENTIFIER
## [14001] UNKN_UNKN
## [14002] UNKN_UNKN
## [14003] UNENCRYPTED_IDENTIFIER
## [14004] UNKN_UNKN
## [14005] UNENCRYPTED_SENSITIVE-LOGIN
## [14006] UNKN_UNKN
## [14007] UNKN_UNKN
## [14008] UNKN_UNKN
## [14009] UNKN_UNKN
## [14010] UNKN_UNKN
## [14011] UNENCRYPTED_IDENTIFIER
## [14012] UNENCRYPTED_IDENTIFIER
## [14013] UNKN_UNKN
## [14014] UNKN_UNKN
## [14015] UNKN_UNKN
## [14016] UNKN_UNKN
## [14017] UNENCRYPTED_IDENTIFIER
## [14018] UNKN_UNKN
## [14019] UNENCRYPTED_SENSITIVE-GOV
## [14020] UNKN_UNKN
## [14021] UNENCRYPTED_IDENTIFIER
## [14022] UNENCRYPTED_IDENTIFIER
## [14023] UNKN_UNKN
## [14024] UNKN_UNKN
## [14025] UNKN_UNKN
## [14026] UNKN_UNKN
## [14027] UNKN_UNKN
## [14028] UNKN_UNKN
## [14029] UNENCRYPTED_IDENTIFIER
## [14030] UNKN_UNKN
## [14031] UNENCRYPTED_IDENTIFIER
## [14032] UNENCRYPTED_IDENTIFIER
## [14033] UNENCRYPTED_UNKN
## [14034] UNKN_UNKN
## [14035] UNENCRYPTED_IDENTIFIER
## [14036] UNKN_UNKN
## [14037] UNKN_UNKN
## [14038] UNENCRYPTED_IDENTIFIER
## [14039] UNENCRYPTED_HEALTH
## [14040] UNKN_UNKN
## [14041] UNKN_UNKN
## [14042] UNENCRYPTED_IDENTIFIER
## [14043] UNENCRYPTED_IDENTIFIER
## [14044] UNKN_UNKN
## [14045] UNENCRYPTED_IDENTIFIER
## [14046] UNENCRYPTED_IDENTIFIER
## [14047] ENCRYPTED_IDENTIFIER
## [14048] UNENCRYPTED_IDENTIFIER
## [14049] UNKN_UNKN
## [14050] UNKN_UNKN
## [14051] UNKN_UNKN
## [14052] UNENCRYPTED_IDENTIFIER
## [14053] ENCRYPTED-WITH-DECRYPTIONKEY_HEALTH
## [14054] UNKN_UNKN
## [14055] UNKN_UNKN
## [14056] UNKN_UNKN
## [14057] UNKN_UNKN
## [14058] UNKN_UNKN
## [14059] ENCRIPTED_IDENTIFIER
## [14060] UNKN_UNKN
## [14061] UNKN_UNKN
## [14062] UNENCRYPTED_IDENTIFIER
## [14063] UNKN_UNKN
## [14064] UNKN_UNKN
## [14065] UNKN_UNKN
## [14066] UNENCRYPTED_IDENTIFIER
## [14067] UNKN_UNKN
## [14068] UNKN_UNKN
## [14069] UNKN_UNKN
## [14070] UNENCRYPTED_IDENTIFIER
## [14071] UNENCRYPTED_IDENTIFIER
## [14072] UNENCRYPTED_IDENTIFIER
## [14073] UNKN_UNKN
## [14074] UNENCRYPTED_IDENTIFIER
## [14075] UNKN_UNKN
## [14076] UNKN_UNKN
## [14077] UNENCRYPTED_IDENTIFIER
## [14078] UNENCRYPTED_IDENTIFIER
## [14079] UNKN_UNKN
## [14080] UNKN_UNKN
## [14081] UNENCRYPTED_IDENTIFIER
## [14082] UNKN_UNKN
## [14083] UNKN_UNKN
## [14084] UNENCRYPTED_IDENTIFIER
## [14085] UNKN_UNKN
## [14086] UNENCRYPTED_IDENTIFIER
## [14087] UNKN_UNKN
## [14088] UNENCRYPTED_IDENTIFIER
## [14089] UNENCRYPTED_SENSITIVE-LOGIN
## [14090] UNKN_UNKN
## [14091] UNENCRYPTED_IDENTIFIER
## [14092] UNENCRYPTED_IDENTIFIER
## [14093] UNENCRYPTED_IDENTIFIER
## [14094] UNKN_UNKN
## [14095] UNKN_UNKN
## [14096] UNKN_UNKN
## [14097] UNENCRYPTED_IDENTIFIER
## [14098] UNKN_UNKN
## [14099] UNKN_UNKN
## [14100] UNENCRYPTED_IDENTIFIER
## [14101] UNENCRYPTED_IDENTIFIER
## [14102] UNENCRYPTED_IDENTIFIER
## [14103] UNKN_UNKN
## [14104] UNKN_UNKN
## [14105] UNENCRYPTED_IDENTIFIER
## [14106] UNKN_UNKN
## [14107] UNENCRYPTED_IDENTIFIER
## [14108] UNKN_UNKN
## [14109] UNENCRYPTED_IDENTIFIER
## [14110] UNKN_UNKN
## [14111] UNENCRYPTED_IDENTIFIER
## [14112] UNENCRYPTED_IDENTIFIER
## [14113] UNENCRYPTED_IDENTIFIER
## [14114] UNENCRYPTED_IDENTIFIER
## [14115] UNKN_UNKN
## [14116] UNENCRYPTED_IDENTIFIER
## [14117] UNKN_UNKN
## [14118] UNENCRYPTED_IDENTIFIER
## [14119] UNKN_UNKN
## [14120] UNENCRYPTED_IDENTIFIER
## [14121] UNKN_UNKN
## [14122] UNENCRYPTED_IDENTIFIER
## [14123] UNENCRYPTED_IDENTIFIER
## [14124] UNKN_UNKN
## [14125] UNKN_UNKN
## [14126] UNKN_UNKN
## [14127] UNENCRYPTED_IDENTIFIER
## [14128] UNKN_UNKN
## [14129] UNENCRYPTED_IDENTIFIER
## [14130] UNKN_UNKN
## [14131] UNENCRYPTED_SENSITIVE-LOGIN
## [14132] UNKN_UNKN
## [14133] UNKN_UNKN
## [14134] UNENCRYPTED_IDENTIFIER
## [14135] UNENCRYPTED_IDENTIFIER
## [14136] UNENCRYPTED_IDENTIFIER
## [14137] UNKN_UNKN
## [14138] UNENCRYPTED_IDENTIFIER
## [14139] UNKN_UNKN
## [14140] UNENCRYPTED_IDENTIFIER
## [14141] UNKN_UNKN
## [14142] UNKN_UNKN
## [14143] UNKN_UNKN
## [14144] UNENCRYPTED_IDENTIFIER
## [14145] UNKN_UNKN
## [14146] UNKN_UNKN
## [14147] UNKN_UNKN
## [14148] UNKN_UNKN
## [14149] UNKN_UNKN
## [14150] UNKN_UNKN
## [14151] UNKN_UNKN
## [14152] UNENCRYPTED_IDENTIFIER
## [14153] UNENCRYPTED_IDENTIFIER
## [14154] UNENCRYPTED_IDENTIFIER
## [14155] UNKN_UNKN
## [14156] UNENCRYPTED_IDENTIFIER
## [14157] UNKN_UNKN
## [14158] UNENCRYPTED_IDENTIFIER
## [14159] UNENCRYPTED_IDENTIFIER
## [14160] UNENCRYPTED_IDENTIFIER
## [14161] UNENCRYPTED_IDENTIFIER
## [14162] UNENCRYPTED_IDENTIFIER
## [14163] UNKN_UNKN
## [14164] UNENCRYPTED_IDENTIFIER
## [14165] UNENCRYPTED_IDENTIFIER
## [14166] UNENCRYPTED_IDENTIFIER
## [14167] UNKN_UNKN
## [14168] UNENCRYPTED_IDENTIFIER
## [14169] UNENCRYPTED_IDENTIFIER
## [14170] UNENCRYPTED_IDENTIFIER
## [14171] UNKN_UNKN
## [14172] UNKN_UNKN
## [14173] UNKN_UNKN
## [14174] UNENCRYPTED_IDENTIFIER
## [14175] UNENCRYPTED_IDENTIFIER
## [14176] UNENCRYPTED_IDENTIFIER
## [14177] UNENCRYPTED_HEALTH
## [14178] UNKN_UNKN
## [14179] UNKN_UNKN
## [14180] UNENCRYPTED_IDENTIFIER
## [14181] UNKN_UNKN
## [14182] UNKN_UNKN
## [14183] UNENCRYPTED_IDENTIFIER
## [14184] UNENCRYPTED_IDENTIFIER
## [14185] UNKN_UNKN
## [14186] UNKN_UNKN
## [14187] UNKN_UNKN
## [14188] UNKN_UNKN
## [14189] UNKN_UNKN
## [14190] UNKN_UNKN
## [14191] UNKN_UNKN
## [14192] UNENCRYPTED_IDENTIFIER
## [14193] UNENCRYPTED_IDENTIFIER
## [14194] UNENCRYPTED_IDENTIFIER
## [14195] UNENCRYPTED_IDENTIFIER
## [14196] UNENCRYPTED_IDENTIFIER
## [14197] UNKN_UNKN
## [14198] UNENCRYPTED_IDENTIFIER
## [14199] UNENCRYPTED_IDENTIFIER
## [14200] UNENCRYPTED_IDENTIFIER
## [14201] UNENCRYPTED_IDENTIFIER
## [14202] UNKN_UNKN
## [14203] UNENCRYPTED_IDENTIFIER
## [14204] UNENCRYPTED_IDENTIFIER
## [14205] UNENCRYPTED_HEALTH
## [14206] UNKN_UNKN
## [14207] UNKN_UNKN
## [14208] UNENCRYPTED_IDENTIFIER
## [14209] UNKN_UNKN
## [14210] UNKN_UNKN
## [14211] UNENCRYPTED_IDENTIFIER
## [14212] UNENCRYPTED_IDENTIFIER
## [14213] UNENCRYPTED_IDENTIFIER
## [14214] UNENCRYPTED_IDENTIFIER
## [14215] UNENCRYPTED_IDENTIFIER
## [14216] UNENCRYPTED_IDENTIFIER
## [14217] UNENCRYPTED_IDENTIFIER
## [14218] UNKN_UNKN
## [14219] UNKN_UNKN
## [14220] UNKN_UNKN
## [14221] UNENCRYPTED_IDENTIFIER
## [14222] UNKN_UNKN
## [14223] UNENCRYPTED_IDENTIFIER
## [14224] UNENCRYPTED_IDENTIFIER
## [14225] UNKN_UNKN
## [14226] UNENCRYPTED_IDENTIFIER
## [14227] UNKN_UNKN
## [14228] UNKN_UNKN
## [14229] UNENCRYPTED_IDENTIFIER
## [14230] UNENCRYPTED_IDENTIFIER
## [14231] UNENCRYPTED_IDENTIFIER
## [14232] UNKN_UNKN
## [14233] UNENCRYPTED_UNKN
## [14234] UNENCRYPTED_IDENTIFIER
## [14235] UNKN_UNKN
## [14236] UNENCRYPTED_IDENTIFIER
## [14237] UNKN_UNKN
## [14238] UNENCRYPTED_IDENTIFIER
## [14239] UNENCRYPTED_IDENTIFIER
## [14240] UNENCRYPTED_IDENTIFIER
## [14241] UNENCRYPTED_IDENTIFIER
## [14242] UNKN_UNKN
## [14243] UNENCRYPTED_IDENTIFIER
## [14244] UNENCRYPTED_IDENTIFIER
## [14245] UNENCRYPTED_IDENTIFIER
## [14246] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [14247] UNKN_UNKN
## [14248] UNENCRYPTED_IDENTIFIER
## [14249] ENCRYPTED_IDENTIFIER
## [14250] UNKN_UNKN
## [14251] UNENCRYPTED_IDENTIFIER
## [14252] UNKN_UNKN
## [14253] UNKN_UNKN
## [14254] UNKN_UNKN
## [14255] UNKN_UNKN
## [14256] UNKN_UNKN
## [14257] UNKN_UNKN
## [14258] UNENCRYPTED_IDENTIFIER
## [14259] UNENCRYPTED_IDENTIFIER
## [14260] UNKN_UNKN
## [14261] UNENCRYPTED_IDENTIFIER
## [14262] UNKN_UNKN
## [14263] UNKN_UNKN
## [14264] UNKN_UNKN
## [14265] UNKN_UNKN
## [14266] UNENCRYPTED_IDENTIFIER
## [14267] UNENCRYPTED_IDENTIFIER
## [14268] UNKN_UNKN
## [14269] UNKN_UNKN
## [14270] UNKN_UNKN
## [14271] UNENCRYPTED_UNKN
## [14272] UNKN_UNKN
## [14273] UNENCRYPTED_IDENTIFIER
## [14274] UNENCRYPTED_IDENTIFIER
## [14275] UNKN_UNKN
## [14276] UNKN_UNKN
## [14277] UNKN_UNKN
## [14278] UNKN_UNKN
## [14279] UNKN_UNKN
## [14280] UNENCRYPTED_IDENTIFIER
## [14281] UNKN_UNKN
## [14282] UNKN_UNKN
## [14283] UNKN_UNKN
## [14284] UNENCRYPTED_IDENTIFIER
## [14285] UNENCRYPTED_IDENTIFIER
## [14286] UNENCRYPTED_IDENTIFIER
## [14287] UNENCRYPTED_IDENTIFIER
## [14288] UNENCRYPTED_IDENTIFIER
## [14289] UNENCRYPTED_IDENTIFIER
## [14290] UNKN_UNKN
## [14291] UNKN_UNKN
## [14292] UNKN_UNKN
## [14293] UNKN_UNKN
## [14294] UNENCRYPTED_IDENTIFIER
## [14295] UNKN_UNKN
## [14296] UNENCRYPTED_IDENTIFIER
## [14297] UNKN_UNKN
## [14298] UNENCRYPTED_IDENTIFIER
## [14299] UNENCRYPTED_IDENTIFIER
## [14300] UNKN_UNKN
## [14301] UNENCRYPTED_IDENTIFIER
## [14302] UNENCRYPTED_IDENTIFIER
## [14303] UNENCRYPTED_IDENTIFIER
## [14304] UNKN_UNKN
## [14305] UNENCRYPTED_IDENTIFIER
## [14306] UNENCRYPTED_IDENTIFIER
## [14307] UNENCRYPTED_IDENTIFIER
## [14308] UNKN_UNKN
## [14309] UNKN_UNKN
## [14310] UNENCRYPTED_IDENTIFIER
## [14311] UNENCRYPTED_IDENTIFIER
## [14312] UNKN_UNKN
## [14313] UNKN_UNKN
## [14314] UNKN_UNKN
## [14315] UNENCRYPTED_HEALTH
## [14316] UNKN_UNKN
## [14317] UNENCRYPTED_IDENTIFIER
## [14318] UNKN_UNKN
## [14319] UNENCRYPTED_SENSITIVE-GOV
## [14320] UNKN_UNKN
## [14321] UNKN_UNKN
## [14322] UNENCRYPTED_IDENTIFIER
## [14323] UNENCRYPTED_IDENTIFIER
## [14324] UNENCRYPTED_HEALTH
## [14325] UNKN_UNKN
## [14326] UNKN_UNKN
## [14327] UNENCRYPTED_IDENTIFIER
## [14328] UNENCRYPTED_IDENTIFIER
## [14329] UNENCRYPTED_IDENTIFIER
## [14330] UNKN_UNKN
## [14331] UNKN_UNKN
## [14332] UNENCRYPTED_HEALTH
## [14333] UNKN_UNKN
## [14334] UNKN_UNKN
## [14335] UNKN_UNKN
## [14336] UNENCRYPTED_IDENTIFIER
## [14337] UNENCRYPTED_IDENTIFIER
## [14338] UNKN_UNKN
## [14339] UNENCRYPTED_IDENTIFIER
## [14340] UNKN_UNKN
## [14341] UNENCRYPTED_IDENTIFIER
## [14342] UNENCRYPTED_IDENTIFIER
## [14343] UNENCRYPTED_IDENTIFIER
## [14344] UNKN_UNKN
## [14345] UNENCRYPTED_IDENTIFIER
## [14346] UNENCRYPTED_IDENTIFIER
## [14347] UNENCRYPTED_IDENTIFIER
## [14348] UNENCRYPTED_IDENTIFIER
## [14349] UNENCRYPTED_SENSITIVE-GOV
## [14350] UNKN_UNKN
## [14351] UNKN_UNKN
## [14352] UNENCRYPTED_IDENTIFIER
## [14353] UNKN_UNKN
## [14354] UNKN_UNKN
## [14355] UNENCRYPTED_IDENTIFIER
## [14356] UNENCRYPTED_IDENTIFIER
## [14357] UNKN_UNKN
## [14358] UNENCRYPTED_IDENTIFIER
## [14359] UNENCRYPTED_IDENTIFIER
## [14360] UNENCRYPTED_IDENTIFIER
## [14361] UNENCRYPTED_SENSITIVE-LOGIN
## [14362] UNKN_UNKN
## [14363] UNKN_UNKN
## [14364] UNKN_UNKN
## [14365] UNKN_UNKN
## [14366] UNENCRYPTED_IDENTIFIER
## [14367] UNKN_UNKN
## [14368] UNKN_UNKN
## [14369] UNKN_UNKN
## [14370] UNKN_UNKN
## [14371] UNENCRYPTED_UNKN
## [14372] UNENCRYPTED_IDENTIFIER
## [14373] UNKN_UNKN
## [14374] UNENCRYPTED_IDENTIFIER
## [14375] UNKN_UNKN
## [14376] UNENCRYPTED_IDENTIFIER
## [14377] UNENCRYPTED_IDENTIFIER
## [14378] UNENCRYPTED_IDENTIFIER
## [14379] UNKN_UNKN
## [14380] UNENCRYPTED_UNKN
## [14381] UNENCRYPTED_IDENTIFIER
## [14382] UNKN_UNKN
## [14383] UNKN_UNKN
## [14384] UNKN_UNKN
## [14385] UNKN_UNKN
## [14386] UNKN_UNKN
## [14387] UNKN_UNKN
## [14388] UNKN_UNKN
## [14389] UNKN_UNKN
## [14390] UNKN_UNKN
## [14391] UNENCRYPTED_IDENTIFIER
## [14392] UNKN_UNKN
## [14393] UNENCRYPTED_IDENTIFIER
## [14394] UNKN_UNKN
## [14395] UNKN_UNKN
## [14396] UNENCRYPTED_IDENTIFIER
## [14397] UNKN_UNKN
## [14398] UNKN_UNKN
## [14399] UNKN_UNKN
## [14400] UNKN_UNKN
## [14401] UNKN_UNKN
## [14402] UNENCRYPTED_IDENTIFIER
## [14403] UNKN_UNKN
## [14404] UNENCRYPTED_IDENTIFIER
## [14405] UNKN_UNKN
## [14406] UNKN_UNKN
## [14407] UNENCRYPTED_IDENTIFIER
## [14408] UNKN_UNKN
## [14409] UNENCRYPTED_IDENTIFIER
## [14410] UNKN_UNKN
## [14411] UNENCRYPTED_IDENTIFIER
## [14412] UNKN_UNKN
## [14413] UNKN_UNKN
## [14414] UNKN_UNKN
## [14415] UNKN_UNKN
## [14416] UNENCRYPTED_IDENTIFIER
## [14417] UNENCRYPTED_IDENTIFIER
## [14418] UNKN_UNKN
## [14419] UNENCRYPTED_IDENTIFIER
## [14420] UNKN_UNKN
## [14421] UNENCRYPTED_IDENTIFIER
## [14422] UNKN_UNKN
## [14423] UNKN_UNKN
## [14424] UNENCRYPTED_NAME
## [14425] UNKN_UNKN
## [14426] UNKN_UNKN
## [14427] UNENCRYPTED_IDENTIFIER
## [14428] UNENCRYPTED_IDENTIFIER
## [14429] UNKN_UNKN
## [14430] UNENCRYPTED_IDENTIFIER
## [14431] UNKN_UNKN
## [14432] UNKN_UNKN
## [14433] UNENCRYPTED_IDENTIFIER
## [14434] UNKN_UNKN
## [14435] UNENCRYPTED_IDENTIFIER
## [14436] UNKN_UNKN
## [14437] UNENCRYPTED_IDENTIFIER
## [14438] UNKN_UNKN
## [14439] UNKN_UNKN
## [14440] UNKN_UNKN
## [14441] UNKN_UNKN
## [14442] UNENCRYPTED_IDENTIFIER
## [14443] UNENCRYPTED_IDENTIFIER
## [14444] UNKN_UNKN
## [14445] UNENCRYPTED_IDENTIFIER
## [14446] UNENCRYPTED_IDENTIFIER
## [14447] UNENCRYPTED_IDENTIFIER
## [14448] UNENCRYPTED_IDENTIFIER
## [14449] UNKN_UNKN
## [14450] UNENCRYPTED_IDENTIFIER
## [14451] UNKN_UNKN
## [14452] UNKN_UNKN
## [14453] UNKN_UNKN
## [14454] UNKN_UNKN
## [14455] UNKN_UNKN
## [14456] UNKN_UNKN
## [14457] UNKN_UNKN
## [14458] UNENCRYPTED_IDENTIFIER
## [14459] UNKN_UNKN
## [14460] UNKN_UNKN
## [14461] UNKN_UNKN
## [14462] UNKN_UNKN
## [14463] UNKN_UNKN
## [14464] UNKN_UNKN
## [14465] UNKN_UNKN
## [14466] UNKN_UNKN
## [14467] UNENCRYPTED_IDENTIFIER
## [14468] UNKN_UNKN
## [14469] UNENCRYPTED_IDENTIFIER
## [14470] UNKN_UNKN
## [14471] UNKN_UNKN
## [14472] UNKN_UNKN
## [14473] UNKN_UNKN
## [14474] UNKN_UNKN
## [14475] UNENCRYPTED_IDENTIFIER
## [14476] UNENCRYPTED_IDENTIFIER
## [14477] UNENCRYPTED_IDENTIFIER
## [14478] UNENCRYPTED_IDENTIFIER
## [14479] UNENCRYPTED_IDENTIFIER
## [14480] UNENCRYPTED_IDENTIFIER
## [14481] UNENCRYPTED_IDENTIFIER
## [14482] UNENCRYPTED_IDENTIFIER
## [14483] UNENCRYPTED_IDENTIFIER
## [14484] UNKN_UNKN
## [14485] UNKN_UNKN
## [14486] UNENCRYPTED_IDENTIFIER
## [14487] UNENCRYPTED_IDENTIFIER
## [14488] UNENCRYPTED_SENSITIVE-LOGIN
## [14489] UNKN_UNKN
## [14490] UNKN_UNKN
## [14491] UNENCRYPTED_IDENTIFIER
## [14492] UNENCRYPTED_IDENTIFIER
## [14493] UNKN_UNKN
## [14494] UNKN_UNKN
## [14495] UNENCRYPTED_UNKN
## [14496] UNKN_UNKN
## [14497] UNENCRYPTED_HEALTH
## [14498] UNENCRYPTED_IDENTIFIER
## [14499] UNKN_UNKN
## [14500] UNKN_UNKN
## [14501] UNKN_UNKN
## [14502] UNKN_UNKN
## [14503] UNKN_UNKN
## [14504] UNKN_UNKN
## [14505] UNENCRYPTED_IDENTIFIER
## [14506] UNKN_UNKN
## [14507] UNKN_UNKN
## [14508] UNENCRYPTED_IDENTIFIER
## [14509] UNKN_UNKN
## [14510] UNKN_UNKN
## [14511] UNENCRYPTED_IDENTIFIER
## [14512] UNENCRYPTED_IDENTIFIER
## [14513] UNKN_UNKN
## [14514] UNENCRYPTED_HEALTH
## [14515] UNENCRYPTED_IDENTIFIER
## [14516] UNKN_UNKN
## [14517] UNKN_UNKN
## [14518] UNENCRYPTED_IDENTIFIER
## [14519] UNENCRYPTED_IDENTIFIER
## [14520] UNENCRYPTED_IDENTIFIER
## [14521] UNENCRYPTED_UNKN
## [14522] UNENCRYPTED_IDENTIFIER
## [14523] UNENCRYPTED_IDENTIFIER
## [14524] UNENCRYPTED_IDENTIFIER
## [14525] UNKN_UNKN
## [14526] UNENCRYPTED_IDENTIFIER
## [14527] UNKN_UNKN
## [14528] UNKN_UNKN
## [14529] UNKN_UNKN
## [14530] UNENCRYPTED_IDENTIFIER
## [14531] UNKN_UNKN
## [14532] UNKN_UNKN
## [14533] UNENCRYPTED_IDENTIFIER
## [14534] UNKN_UNKN
## [14535] UNKN_UNKN
## [14536] UNKN_UNKN
## [14537] UNENCRYPTED_IDENTIFIER
## [14538] UNENCRYPTED_HEALTH
## [14539] UNKN_UNKN
## [14540] UNENCRYPTED_IDENTIFIER
## [14541] UNENCRYPTED_IDENTIFIER
## [14542] UNKN_UNKN
## [14543] UNENCRYPTED_IDENTIFIER
## [14544] UNENCRYPTED_IDENTIFIER
## [14545] UNENCRYPTED_IDENTIFIER
## [14546] UNENCRYPTED_HEALTH
## [14547] UNENCRYPTED_IDENTIFIER
## [14548] UNENCRYPTED_IDENTIFIER
## [14549] UNKN_UNKN
## [14550] UNENCRYPTED_IDENTIFIER
## [14551] UNENCRYPTED_IDENTIFIER
## [14552] UNENCRYPTED_IDENTIFIER
## [14553] UNENCRYPTED_IDENTIFIER
## [14554] UNKN_UNKN
## [14555] UNENCRYPTED_IDENTIFIER
## [14556] UNKN_UNKN
## [14557] UNKN_UNKN
## [14558] UNENCRYPTED_IDENTIFIER
## [14559] UNENCRYPTED_SENSITIVE-LOGIN
## [14560] UNKN_UNKN
## [14561] UNENCRYPTED_IDENTIFIER
## [14562] UNENCRYPTED_IDENTIFIER
## [14563] UNENCRYPTED_IDENTIFIER
## [14564] UNKN_UNKN
## [14565] UNENCRYPTED_IDENTIFIER
## [14566] UNENCRYPTED_IDENTIFIER
## [14567] UNENCRYPTED_IDENTIFIER
## [14568] UNKN_UNKN
## [14569] UNENCRYPTED_IDENTIFIER
## [14570] UNKN_UNKN
## [14571] UNKN_UNKN
## [14572] UNKN_UNKN
## [14573] UNKN_UNKN
## [14574] UNKN_UNKN
## [14575] UNENCRYPTED_IDENTIFIER
## [14576] UNENCRYPTED_IDENTIFIER
## [14577] UNENCRYPTED_IDENTIFIER
## [14578] UNKN_UNKN
## [14579] UNENCRYPTED_IDENTIFIER
## [14580] UNKN_UNKN
## [14581] UNKN_UNKN
## [14582] UNENCRYPTED_IDENTIFIER
## [14583] UNENCRYPTED_IDENTIFIER
## [14584] UNKN_UNKN
## [14585] UNENCRYPTED_IDENTIFIER
## [14586] UNENCRYPTED_IDENTIFIER
## [14587] UNKN_UNKN
## [14588] UNENCRYPTED_IDENTIFIER
## [14589] UNENCRYPTED_HEALTH
## [14590] UNKN_UNKN
## [14591] UNENCRYPTED_IDENTIFIER
## [14592] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [14593] UNENCRYPTED_IDENTIFIER
## [14594] UNKN_UNKN
## [14595] UNENCRYPTED_IDENTIFIER
## [14596] UNENCRYPTED_IDENTIFIER
## [14597] UNKN_UNKN
## [14598] UNKN_UNKN
## [14599] UNENCRYPTED_IDENTIFIER
## [14600] UNKN_UNKN
## [14601] ENCRYPTED_IDENTIFIER
## [14602] UNENCRYPTED_IDENTIFIER
## [14603] UNENCRYPTED_IDENTIFIER
## [14604] UNKN_UNKN
## [14605] UNENCRYPTED_HEALTH
## [14606] UNKN_UNKN
## [14607] UNENCRYPTED_IDENTIFIER
## [14608] UNKN_UNKN
## [14609] UNKN_UNKN
## [14610] UNKN_UNKN
## [14611] UNENCRYPTED_IDENTIFIER
## [14612] UNKN_UNKN
## [14613] UNKN_UNKN
## [14614] UNENCRYPTED_IDENTIFIER
## [14615] UNKN_UNKN
## [14616] UNKN_UNKN
## [14617] UNKN_UNKN
## [14618] UNENCRYPTED_IDENTIFIER
## [14619] UNENCRYPTED_IDENTIFIER
## [14620] UNKN_UNKN
## [14621] UNENCRYPTED_IDENTIFIER
## [14622] UNENCRYPTED_IDENTIFIER
## [14623] UNENCRYPTED_IDENTIFIER
## [14624] UNENCRYPTED_IDENTIFIER
## [14625] UNKN_UNKN
## [14626] UNENCRYPTED_IDENTIFIER
## [14627] UNKN_UNKN
## [14628] UNKN_UNKN
## [14629] UNKN_UNKN
## [14630] UNKN_UNKN
## [14631] UNKN_UNKN
## [14632] UNKN_UNKN
## [14633] UNKN_UNKN
## [14634] UNENCRYPTED_IDENTIFIER
## [14635] UNENCRYPTED_IDENTIFIER
## [14636] UNKN_UNKN
## [14637] UNENCRYPTED_IDENTIFIER
## [14638] ENCRYPTED_IDENTIFIER
## [14639] UNENCRYPTED_IDENTIFIER
## [14640] UNENCRYPTED_IDENTIFIER
## [14641] UNENCRYPTED_IDENTIFIER
## [14642] UNKN_UNKN
## [14643] UNKN_UNKN
## [14644] UNENCRYPTED_IDENTIFIER
## [14645] UNKN_UNKN
## [14646] UNENCRYPTED_IDENTIFIER
## [14647] UNKN_UNKN
## [14648] UNKN_UNKN
## [14649] UNENCRYPTED_SENSITIVE-LOGIN
## [14650] UNENCRYPTED_IDENTIFIER
## [14651] UNENCRYPTED_IDENTIFIER
## [14652] UNENCRYPTED_IDENTIFIER
## [14653] UNENCRYPTED_IDENTIFIER
## [14654] UNKN_UNKN
## [14655] UNKN_UNKN
## [14656] UNKN_UNKN
## [14657] UNENCRYPTED_IDENTIFIER
## [14658] UNKN_UNKN
## [14659] UNENCRYPTED_IDENTIFIER
## [14660] UNENCRYPTED_IDENTIFIER
## [14661] UNKN_UNKN
## [14662] UNENCRYPTED_IDENTIFIER
## [14663] UNKN_UNKN
## [14664] UNKN_UNKN
## [14665] UNENCRYPTED_IDENTIFIER
## [14666] UNENCRYPTED_UNKN
## [14667] UNKN_UNKN
## [14668] UNKN_UNKN
## [14669] UNKN_UNKN
## [14670] UNENCRYPTED_IDENTIFIER
## [14671] UNENCRYPTED_IDENTIFIER
## [14672] UNKN_UNKN
## [14673] UNENCRYPTED_IDENTIFIER
## [14674] UNENCRYPTED_IDENTIFIER
## [14675] UNKN_UNKN
## [14676] UNENCRYPTED_IDENTIFIER
## [14677] UNKN_UNKN
## [14678] UNENCRYPTED_IDENTIFIER
## [14679] UNENCRYPTED_IDENTIFIER
## [14680] UNKN_UNKN
## [14681] UNENCRYPTED_IDENTIFIER
## [14682] UNENCRYPTED_IDENTIFIER
## [14683] UNENCRYPTED_IDENTIFIER
## [14684] UNKN_UNKN
## [14685] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [14686] UNKN_UNKN
## [14687] UNKN_UNKN
## [14688] UNKN_UNKN
## [14689] UNENCRYPTED_IDENTIFIER
## [14690] UNKN_UNKN
## [14691] UNKN_UNKN
## [14692] UNENCRYPTED_IDENTIFIER
## [14693] UNKN_UNKN
## [14694] UNENCRYPTED_IDENTIFIER
## [14695] UNENCRYPTED_IDENTIFIER
## [14696] UNENCRYPTED_IDENTIFIER
## [14697] UNKN_UNKN
## [14698] UNENCRYPTED_IDENTIFIER
## [14699] UNKN_UNKN
## [14700] UNKN_UNKN
## [14701] UNENCRYPTED_IDENTIFIER
## [14702] UNKN_UNKN
## [14703] UNENCRYPTED_HEALTH
## [14704] UNKN_UNKN
## [14705] UNENCRYPTED_IDENTIFIER
## [14706] UNENCRYPTED_IDENTIFIER
## [14707] UNKN_UNKN
## [14708] UNKN_UNKN
## [14709] UNENCRYPTED_IDENTIFIER
## [14710] UNENCRYPTED_IDENTIFIER
## [14711] UNKN_UNKN
## [14712] UNENCRYPTED_IDENTIFIER
## [14713] UNKN_UNKN
## [14714] UNKN_UNKN
## [14715] UNKN_UNKN
## [14716] UNKN_UNKN
## [14717] UNENCRYPTED_IDENTIFIER
## [14718] UNENCRYPTED_IDENTIFIER
## [14719] UNKN_UNKN
## [14720] UNKN_UNKN
## [14721] UNKN_UNKN
## [14722] UNENCRYPTED_IDENTIFIER
## [14723] UNENCRYPTED_IDENTIFIER
## [14724] UNKN_UNKN
## [14725] UNKN_UNKN
## [14726] UNENCRYPTED_IDENTIFIER
## [14727] UNENCRYPTED_IDENTIFIER
## [14728] UNKN_UNKN
## [14729] UNENCRYPTED_IDENTIFIER
## [14730] UNENCRYPTED_IDENTIFIER
## [14731] UNENCRYPTED_IDENTIFIER
## [14732] UNKN_UNKN
## [14733] UNKN_UNKN
## [14734] UNKN_UNKN
## [14735] UNKN_UNKN
## [14736] UNENCRYPTED_UNKN
## [14737] UNENCRYPTED_IDENTIFIER
## [14738] UNENCRYPTED_IDENTIFIER
## [14739] UNKN_UNKN
## [14740] UNENCRYPTED_IDENTIFIER
## [14741] UNENCRYPTED_HEALTH
## [14742] UNENCRYPTED_IDENTIFIER
## [14743] UNENCRYPTED_IDENTIFIER
## [14744] UNENCRYPTED_IDENTIFIER
## [14745] UNENCRYPTED_SENSITIVE-LOGIN
## [14746] UNKN_UNKN
## [14747] UNKN_UNKN
## [14748] UNKN_UNKN
## [14749] UNKN_UNKN
## [14750] UNKN_UNKN
## [14751] UNKN_UNKN
## [14752] UNENCRYPTED_HEALTH
## [14753] UNENCRYPTED_IDENTIFIER
## [14754] UNKN_UNKN
## [14755] UNENCRYPTED_IDENTIFIER
## [14756] UNENCRYPTED_IDENTIFIER
## [14757] UNENCRYPTED_IDENTIFIER
## [14758] UNKN_UNKN
## [14759] UNKN_UNKN
## [14760] UNENCRYPTED_IDENTIFIER
## [14761] UNENCRYPTED_IDENTIFIER
## [14762] UNENCRYPTED_IDENTIFIER
## [14763] UNKN_UNKN
## [14764] UNENCRYPTED_IDENTIFIER
## [14765] UNENCRYPTED_IDENTIFIER
## [14766] UNENCRYPTED_IDENTIFIER
## [14767] UNENCRYPTED_IDENTIFIER
## [14768] UNKN_UNKN
## [14769] UNKN_UNKN
## [14770] UNENCRYPTED_IDENTIFIER
## [14771] UNKN_UNKN
## [14772] UNKN_UNKN
## [14773] UNKN_UNKN
## [14774] UNKN_UNKN
## [14775] UNENCRYPTED_IDENTIFIER
## [14776] UNENCRYPTED_IDENTIFIER
## [14777] UNKN_UNKN
## [14778] UNKN_UNKN
## [14779] UNENCRYPTED_IDENTIFIER
## [14780] UNKN_UNKN
## [14781] UNENCRYPTED_HEALTH
## [14782] UNENCRYPTED_IDENTIFIER
## [14783] UNENCRYPTED_IDENTIFIER
## [14784] UNKN_UNKN
## [14785] UNENCRYPTED_IDENTIFIER
## [14786] UNENCRYPTED_IDENTIFIER
## [14787] UNKN_UNKN
## [14788] UNENCRYPTED_IDENTIFIER
## [14789] UNKN_UNKN
## [14790] UNENCRYPTED_IDENTIFIER
## [14791] UNKN_UNKN
## [14792] UNENCRYPTED_IDENTIFIER
## [14793] UNKN_UNKN
## [14794] UNKN_UNKN
## [14795] UNENCRYPTED_IDENTIFIER
## [14796] UNKN_UNKN
## [14797] ENCRYPTED_IDENTIFIER
## [14798] UNENCRYPTED_IDENTIFIER
## [14799] UNKN_UNKN
## [14800] UNKN_UNKN
## [14801] UNKN_UNKN
## [14802] UNKN_UNKN
## [14803] UNENCRYPTED_IDENTIFIER
## [14804] UNENCRYPTED_IDENTIFIER
## [14805] UNKN_UNKN
## [14806] UNKN_UNKN
## [14807] UNENCRYPTED_IDENTIFIER
## [14808] UNKN_UNKN
## [14809] UNENCRYPTED_IDENTIFIER
## [14810] UNENCRYPTED_IDENTIFIER
## [14811] UNKN_UNKN
## [14812] UNENCRYPTED_IDENTIFIER
## [14813] UNKN_UNKN
## [14814] UNENCRYPTED_IDENTIFIER
## [14815] UNENCRYPTED_IDENTIFIER
## [14816] UNKN_UNKN
## [14817] UNENCRYPTED_IDENTIFIER
## [14818] UNKN_UNKN
## [14819] UNKN_UNKN
## [14820] UNENCRYPTED_IDENTIFIER
## [14821] UNENCRYPTED_IDENTIFIER
## [14822] UNENCRYPTED_IDENTIFIER
## [14823] UNKN_UNKN
## [14824] UNENCRYPTED_IDENTIFIER
## [14825] UNENCRYPTED_IDENTIFIER
## [14826] UNKN_UNKN
## [14827] UNENCRYPTED_IDENTIFIER
## [14828] UNENCRYPTED_IDENTIFIER
## [14829] UNKN_UNKN
## [14830] UNENCRYPTED_IDENTIFIER
## [14831] UNENCRYPTED_IDENTIFIER
## [14832] UNENCRYPTED_IDENTIFIER
## [14833] UNENCRYPTED_IDENTIFIER
## [14834] UNKN_UNKN
## [14835] UNKN_UNKN
## [14836] UNKN_UNKN
## [14837] UNENCRYPTED_IDENTIFIER
## [14838] UNENCRYPTED_IDENTIFIER
## [14839] UNENCRYPTED_IDENTIFIER
## [14840] UNKN_UNKN
## [14841] UNKN_UNKN
## [14842] UNENCRYPTED_IDENTIFIER
## [14843] UNENCRYPTED_UNKN
## [14844] UNENCRYPTED_IDENTIFIER
## [14845] UNENCRYPTED_SENSITIVE-LOGIN
## [14846] UNENCRYPTED_SENSITIVE-LOGIN
## [14847] UNKN_UNKN
## [14848] UNKN_UNKN
## [14849] UNENCRYPTED_IDENTIFIER
## [14850] UNENCRYPTED_SENSITIVE-LOGIN
## [14851] UNKN_UNKN
## [14852] UNKN_UNKN
## [14853] UNENCRYPTED_IDENTIFIER
## [14854] UNENCRYPTED_IDENTIFIER
## [14855] UNKN_UNKN
## [14856] UNKN_UNKN
## [14857] UNENCRYPTED_IDENTIFIER
## [14858] UNENCRYPTED_IDENTIFIER
## [14859] UNKN_UNKN
## [14860] UNENCRYPTED_IDENTIFIER
## [14861] UNENCRYPTED_SENSITIVE-LOGIN
## [14862] UNKN_UNKN
## [14863] UNENCRYPTED_IDENTIFIER
## [14864] UNKN_UNKN
## [14865] UNENCRYPTED_IDENTIFIER
## [14866] UNENCRYPTED_HEALTH
## [14867] UNENCRYPTED_HEALTH
## [14868] UNENCRYPTED_IDENTIFIER
## [14869] UNKN_UNKN
## [14870] UNENCRYPTED_IDENTIFIER
## [14871] UNENCRYPTED_IDENTIFIER
## [14872] UNENCRYPTED_IDENTIFIER
## [14873] UNENCRYPTED_IDENTIFIER
## [14874] UNENCRYPTED_IDENTIFIER
## [14875] UNKN_UNKN
## [14876] UNKN_UNKN
## [14877] UNENCRYPTED_IDENTIFIER
## [14878] UNENCRYPTED_IDENTIFIER
## [14879] UNENCRYPTED_IDENTIFIER
## [14880] UNKN_UNKN
## [14881] UNENCRYPTED_IDENTIFIER
## [14882] UNENCRYPTED_HEALTH
## [14883] UNENCRYPTED_UNKN
## [14884] UNENCRYPTED_IDENTIFIER
## [14885] UNENCRYPTED_IDENTIFIER
## [14886] UNKN_UNKN
## [14887] UNENCRYPTED_IDENTIFIER
## [14888] UNKN_UNKN
## [14889] UNENCRYPTED_IDENTIFIER
## [14890] ENCRYPTED_COMMERCIAL
## [14891] UNENCRYPTED_IDENTIFIER
## [14892] UNKN_UNKN
## [14893] UNENCRYPTED_IDENTIFIER
## [14894] UNKN_UNKN
## [14895] UNKN_UNKN
## [14896] UNKN_UNKN
## [14897] UNENCRYPTED_SENSITIVE-LOGIN
## [14898] UNKN_UNKN
## [14899] UNKN_UNKN
## [14900] UNENCRYPTED_IDENTIFIER
## [14901] UNKN_UNKN
## [14902] UNENCRYPTED_HEALTH
## [14903] UNENCRYPTED_IDENTIFIER
## [14904] UNENCRYPTED_IDENTIFIER
## [14905] UNKN_UNKN
## [14906] UNKN_UNKN
## [14907] UNKN_UNKN
## [14908] UNKN_UNKN
## [14909] UNENCRYPTED_IDENTIFIER
## [14910] UNENCRYPTED_IDENTIFIER
## [14911] UNENCRYPTED_IDENTIFIER
## [14912] UNKN_UNKN
## [14913] UNKN_UNKN
## [14914] UNKN_UNKN
## [14915] UNKN_UNKN
## [14916] UNENCRYPTED_IDENTIFIER
## [14917] UNENCRYPTED_UNKN
## [14918] UNENCRYPTED_IDENTIFIER
## [14919] UNKN_UNKN
## [14920] UNENCRYPTED_IDENTIFIER
## [14921] UNKN_UNKN
## [14922] UNENCRYPTED_IDENTIFIER
## [14923] UNKN_UNKN
## [14924] UNKN_UNKN
## [14925] UNENCRYPTED_IDENTIFIER
## [14926] UNENCRYPTED_IDENTIFIER
## [14927] UNENCRYPTED_IDENTIFIER
## [14928] UNKN_UNKN
## [14929] UNKN_UNKN
## [14930] UNENCRYPTED_IDENTIFIER
## [14931] UNKN_UNKN
## [14932] UNKN_UNKN
## [14933] UNKN_UNKN
## [14934] UNENCRYPTED_UNKN
## [14935] UNKN_UNKN
## [14936] UNENCRYPTED_IDENTIFIER
## [14937] UNENCRYPTED_IDENTIFIER
## [14938] UNKN_UNKN
## [14939] UNKN_UNKN
## [14940] UNENCRYPTED_IDENTIFIER
## [14941] UNENCRYPTED_IDENTIFIER
## [14942] UNENCRYPTED_IDENTIFIER
## [14943] UNENCRYPTED_IDENTIFIER
## [14944] UNENCRYPTED_IDENTIFIER
## [14945] UNKN_UNKN
## [14946] UNENCRYPTED_IDENTIFIER
## [14947] UNENCRYPTED_HEALTH
## [14948] UNENCRYPTED_IDENTIFIER
## [14949] UNENCRYPTED_IDENTIFIER
## [14950] UNENCRYPTED_IDENTIFIER
## [14951] UNKN_UNKN
## [14952] UNENCRYPTED_IDENTIFIER
## [14953] UNENCRYPTED_IDENTIFIER
## [14954] UNENCRYPTED_IDENTIFIER
## [14955] UNENCRYPTED_IDENTIFIER
## [14956] UNENCRYPTED_IDENTIFIER
## [14957] UNENCRYPTED_IDENTIFIER
## [14958] UNKN_UNKN
## [14959] UNENCRYPTED_IDENTIFIER
## [14960] UNKN_UNKN
## [14961] UNENCRYPTED_IDENTIFIER
## [14962] UNENCRYPTED_IDENTIFIER
## [14963] UNENCRYPTED_IDENTIFIER
## [14964] UNKN_UNKN
## [14965] UNKN_UNKN
## [14966] UNKN_UNKN
## [14967] UNENCRYPTED_IDENTIFIER
## [14968] UNENCRYPTED_IDENTIFIER
## [14969] UNKN_UNKN
## [14970] UNENCRYPTED_IDENTIFIER
## [14971] UNKN_UNKN
## [14972] UNKN_UNKN
## [14973] UNENCRYPTED_IDENTIFIER
## [14974] UNENCRYPTED_IDENTIFIER
## [14975] UNKN_UNKN
## [14976] UNENCRYPTED_IDENTIFIER
## [14977] UNENCRYPTED_IDENTIFIER
## [14978] UNKN_UNKN
## [14979] UNKN_UNKN
## [14980] UNKN_UNKN
## [14981] UNENCRYPTED_IDENTIFIER
## [14982] UNENCRYPTED_IDENTIFIER
## [14983] UNKN_UNKN
## [14984] UNKN_UNKN
## [14985] UNENCRYPTED_IDENTIFIER
## [14986] UNENCRYPTED_IDENTIFIER
## [14987] UNENCRYPTED_IDENTIFIER
## [14988] UNKN_UNKN
## [14989] UNENCRYPTED_IDENTIFIER
## [14990] UNENCRYPTED_IDENTIFIER
## [14991] UNKN_UNKN
## [14992] UNKN_UNKN
## [14993] UNKN_UNKN
## [14994] UNKN_UNKN
## [14995] UNENCRYPTED_IDENTIFIER
## [14996] UNKN_UNKN
## [14997] UNENCRYPTED_IDENTIFIER
## [14998] UNKN_UNKN
## [14999] UNKN_UNKN
## [15000] UNKN_UNKN
## [15001] UNKN_UNKN
## [15002] UNENCRYPTED_IDENTIFIER
## [15003] UNKN_UNKN
## [15004] UNKN_UNKN
## [15005] UNKN_UNKN
## [15006] UNENCRYPTED_IDENTIFIER
## [15007] UNENCRYPTED_IDENTIFIER
## [15008] UNKN_UNKN
## [15009] UNENCRYPTED_UNKN
## [15010] UNKN_UNKN
## [15011] UNKN_UNKN
## [15012] UNENCRYPTED_IDENTIFIER
## [15013] ENCRYPTED_IDENTIFIER
## [15014] UNENCRYPTED_IDENTIFIER
## [15015] UNKN_UNKN
## [15016] UNKN_UNKN
## [15017] UNENCRYPTED_IDENTIFIER
## [15018] UNENCRYPTED_UNKN
## [15019] UNKN_UNKN
## [15020] UNENCRYPTED_IDENTIFIER
## [15021] UNENCRYPTED_IDENTIFIER
## [15022] UNKN_UNKN
## [15023] UNKN_UNKN
## [15024] UNKN_UNKN
## [15025] UNENCRYPTED_IDENTIFIER
## [15026] UNKN_UNKN
## [15027] UNKN_UNKN
## [15028] UNKN_UNKN
## [15029] UNENCRYPTED_IDENTIFIER
## [15030] UNENCRYPTED_SENSITIVE-LOGIN
## [15031] UNENCRYPTED_IDENTIFIER
## [15032] UNKN_UNKN
## [15033] UNENCRYPTED_IDENTIFIER
## [15034] UNENCRYPTED_IDENTIFIER
## [15035] UNKN_UNKN
## [15036] UNENCRYPTED_IDENTIFIER
## [15037] UNENCRYPTED_IDENTIFIER
## [15038] UNKN_UNKN
## [15039] UNENCRYPTED_IDENTIFIER
## [15040] UNKN_UNKN
## [15041] UNENCRYPTED_IDENTIFIER
## [15042] UNENCRYPTED_IDENTIFIER
## [15043] UNENCRYPTED_IDENTIFIER
## [15044] UNKN_UNKN
## [15045] UNENCRYPTED_HEALTH
## [15046] UNKN_UNKN
## [15047] UNKN_UNKN
## [15048] UNKN_UNKN
## [15049] UNENCRYPTED_IDENTIFIER
## [15050] UNENCRYPTED_IDENTIFIER
## [15051] UNENCRYPTED_SENSITIVE-LOGIN
## [15052] UNENCRYPTED_IDENTIFIER
## [15053] UNENCRYPTED_IDENTIFIER
## [15054] UNENCRYPTED_IDENTIFIER
## [15055] UNENCRYPTED_IDENTIFIER
## [15056] UNENCRYPTED_IDENTIFIER
## [15057] UNENCRYPTED_IDENTIFIER
## [15058] UNKN_UNKN
## [15059] UNKN_UNKN
## [15060] UNENCRYPTED_IDENTIFIER
## [15061] UNENCRYPTED_IDENTIFIER
## [15062] UNKN_UNKN
## [15063] UNENCRYPTED_IDENTIFIER
## [15064] UNKN_UNKN
## [15065] UNENCRYPTED_IDENTIFIER
## [15066] UNENCRYPTED_IDENTIFIER
## [15067] UNKN_UNKN
## [15068] UNKN_UNKN
## [15069] UNKN_UNKN
## [15070] UNENCRYPTED_IDENTIFIER
## [15071] UNKN_UNKN
## [15072] UNENCRYPTED_IDENTIFIER
## [15073] UNKN_UNKN
## [15074] UNENCRYPTED_IDENTIFIER
## [15075] UNKN_UNKN
## [15076] UNKN_UNKN
## [15077] UNENCRYPTED_IDENTIFIER
## [15078] UNENCRYPTED_IDENTIFIER
## [15079] UNKN_UNKN
## [15080] UNKN_UNKN
## [15081] UNKN_UNKN
## [15082] UNENCRYPTED_IDENTIFIER
## [15083] UNENCRYPTED_IDENTIFIER
## [15084] UNENCRYPTED_IDENTIFIER
## [15085] UNKN_UNKN
## [15086] UNKN_UNKN
## [15087] ENCRYPTED_IDENTIFIER
## [15088] UNENCRYPTED_IDENTIFIER
## [15089] UNENCRYPTED_IDENTIFIER
## [15090] UNKN_UNKN
## [15091] UNKN_UNKN
## [15092] UNKN_UNKN
## [15093] UNKN_UNKN
## [15094] UNENCRYPTED_IDENTIFIER
## [15095] UNKN_UNKN
## [15096] UNKN_UNKN
## [15097] UNENCRYPTED_IDENTIFIER
## [15098] UNENCRYPTED_IDENTIFIER
## [15099] UNKN_UNKN
## [15100] UNKN_UNKN
## [15101] UNKN_UNKN
## [15102] UNKN_UNKN
## [15103] UNKN_UNKN
## [15104] UNKN_UNKN
## [15105] UNENCRYPTED_IDENTIFIER
## [15106] UNKN_UNKN
## [15107] UNKN_UNKN
## [15108] UNKN_UNKN
## [15109] UNKN_UNKN
## [15110] UNENCRYPTED_IDENTIFIER
## [15111] UNKN_UNKN
## [15112] UNKN_UNKN
## [15113] UNENCRYPTED_IDENTIFIER
## [15114] UNKN_UNKN
## [15115] UNKN_UNKN
## [15116] UNKN_UNKN
## [15117] UNKN_UNKN
## [15118] UNENCRYPTED_IDENTIFIER
## [15119] UNENCRYPTED_IDENTIFIER
## [15120] UNENCRYPTED_IDENTIFIER
## [15121] UNKN_UNKN
## [15122] UNENCRYPTED_IDENTIFIER
## [15123] UNENCRYPTED_IDENTIFIER
## [15124] UNENCRYPTED_IDENTIFIER
## [15125] UNENCRYPTED_IDENTIFIER
## [15126] UNKN_UNKN
## [15127] UNKN_UNKN
## [15128] UNKN_UNKN
## [15129] UNKN_UNKN
## [15130] UNENCRYPTED_IDENTIFIER
## [15131] UNKN_UNKN
## [15132] UNKN_UNKN
## [15133] UNKN_UNKN
## [15134] UNENCRYPTED_SENSITIVE-LOGIN
## [15135] UNENCRYPTED_IDENTIFIER
## [15136] UNENCRYPTED_IDENTIFIER
## [15137] UNENCRYPTED_IDENTIFIER
## [15138] UNKN_UNKN
## [15139] UNKN_UNKN
## [15140] UNKN_UNKN
## [15141] UNENCRYPTED_IDENTIFIER
## [15142] UNENCRYPTED_IDENTIFIER
## [15143] UNKN_UNKN
## [15144] UNENCRYPTED_IDENTIFIER
## [15145] UNKN_UNKN
## [15146] UNENCRYPTED_IDENTIFIER
## [15147] UNKN_UNKN
## [15148] UNKN_UNKN
## [15149] UNKN_UNKN
## [15150] UNKN_UNKN
## [15151] UNKN_UNKN
## [15152] UNKN_UNKN
## [15153] UNKN_UNKN
## [15154] UNKN_UNKN
## [15155] UNKN_UNKN
## [15156] UNKN_UNKN
## [15157] UNKN_UNKN
## [15158] UNENCRYPTED_UNKN
## [15159] UNKN_UNKN
## [15160] UNENCRYPTED_IDENTIFIER
## [15161] UNKN_UNKN
## [15162] UNKN_UNKN
## [15163] UNKN_UNKN
## [15164] UNENCRYPTED_IDENTIFIER
## [15165] UNENCRYPTED_IDENTIFIER
## [15166] UNKN_UNKN
## [15167] UNENCRYPTED_IDENTIFIER
## [15168] UNENCRYPTED_IDENTIFIER
## [15169] UNENCRYPTED_IDENTIFIER
## [15170] UNENCRYPTED_IDENTIFIER
## [15171] UNENCRYPTED_IDENTIFIER
## [15172] UNENCRYPTED_IDENTIFIER
## [15173] UNKN_UNKN
## [15174] UNENCRYPTED_HEALTH
## [15175] UNENCRYPTED_SENSITIVE-LOGIN
## [15176] UNENCRYPTED_IDENTIFIER
## [15177] UNKN_UNKN
## [15178] UNENCRYPTED_IDENTIFIER
## [15179] UNENCRYPTED_IDENTIFIER
## [15180] UNENCRYPTED_HEALTH
## [15181] UNENCRYPTED_IDENTIFIER
## [15182] UNENCRYPTED_IDENTIFIER
## [15183] UNENCRYPTED_IDENTIFIER
## [15184] UNENCRYPTED_IDENTIFIER
## [15185] UNKN_UNKN
## [15186] UNENCRYPTED_IDENTIFIER
## [15187] UNKN_UNKN
## [15188] UNENCRYPTED_SENSITIVE-LOGIN
## [15189] UNKN_UNKN
## [15190] UNENCRYPTED_IDENTIFIER
## [15191] UNENCRYPTED_IDENTIFIER
## [15192] UNENCRYPTED_IDENTIFIER
## [15193] UNENCRYPTED_IDENTIFIER
## [15194] UNENCRYPTED_IDENTIFIER
## [15195] UNKN_UNKN
## [15196] UNKN_UNKN
## [15197] UNENCRYPTED_IDENTIFIER
## [15198] UNENCRYPTED_IDENTIFIER
## [15199] UNENCRYPTED_IDENTIFIER
## [15200] UNENCRYPTED_IDENTIFIER
## [15201] UNENCRYPTED_IDENTIFIER
## [15202] UNKN_UNKN
## [15203] UNENCRYPTED_IDENTIFIER
## [15204] UNKN_UNKN
## [15205] UNKN_UNKN
## [15206] UNKN_UNKN
## [15207] UNENCRYPTED_IDENTIFIER
## [15208] UNKN_UNKN
## [15209] UNKN_UNKN
## [15210] UNENCRYPTED_IDENTIFIER
## [15211] UNENCRYPTED_IDENTIFIER
## [15212] UNENCRYPTED_IDENTIFIER
## [15213] UNENCRYPTED_IDENTIFIER
## [15214] UNKN_UNKN
## [15215] UNKN_UNKN
## [15216] UNENCRYPTED_IDENTIFIER
## [15217] UNENCRYPTED_IDENTIFIER
## [15218] UNKN_UNKN
## [15219] UNKN_UNKN
## [15220] UNENCRYPTED_IDENTIFIER
## [15221] UNENCRYPTED_SENSITIVE-LOGIN
## [15222] UNKN_UNKN
## [15223] UNKN_UNKN
## [15224] UNKN_UNKN
## [15225] UNENCRYPTED_IDENTIFIER
## [15226] UNENCRYPTED_IDENTIFIER
## [15227] UNENCRYPTED_UNKN
## [15228] UNKN_UNKN
## [15229] UNENCRYPTED_IDENTIFIER
## [15230] UNENCRYPTED_IDENTIFIER
## [15231] UNKN_UNKN
## [15232] UNKN_UNKN
## [15233] UNENCRYPTED_IDENTIFIER
## [15234] UNENCRYPTED_IDENTIFIER
## [15235] UNENCRYPTED_IDENTIFIER
## [15236] UNKN_UNKN
## [15237] UNENCRYPTED_HEALTH
## [15238] UNKN_UNKN
## [15239] UNKN_UNKN
## [15240] UNENCRYPTED_IDENTIFIER
## [15241] UNKN_UNKN
## [15242] UNKN_UNKN
## [15243] UNKN_UNKN
## [15244] UNKN_UNKN
## [15245] UNKN_UNKN
## [15246] UNKN_UNKN
## [15247] UNKN_UNKN
## [15248] UNENCRYPTED_IDENTIFIER
## [15249] UNKN_UNKN
## [15250] UNENCRYPTED_IDENTIFIER
## [15251] UNKN_UNKN
## [15252] UNENCRYPTED_IDENTIFIER
## [15253] UNKN_UNKN
## [15254] UNKN_UNKN
## [15255] UNKN_UNKN
## [15256] UNKN_UNKN
## [15257] UNKN_UNKN
## [15258] UNENCRYPTED_UNKN
## [15259] UNKN_UNKN
## [15260] UNENCRYPTED_IDENTIFIER
## [15261] UNKN_UNKN
## [15262] UNKN_UNKN
## [15263] UNENCRYPTED_IDENTIFIER
## [15264] UNKN_UNKN
## [15265] UNKN_UNKN
## [15266] UNKN_UNKN
## [15267] UNENCRYPTED_IDENTIFIER
## [15268] UNKN_UNKN
## [15269] UNENCRYPTED_IDENTIFIER
## [15270] UNKN_UNKN
## [15271] UNENCRYPTED_IDENTIFIER
## [15272] UNENCRYPTED_IDENTIFIER
## [15273] UNENCRYPTED_IDENTIFIER
## [15274] UNKN_UNKN
## [15275] UNKN_UNKN
## [15276] UNENCRYPTED_IDENTIFIER
## [15277] UNENCRYPTED_IDENTIFIER
## [15278] UNKN_UNKN
## [15279] UNKN_UNKN
## [15280] UNKN_UNKN
## [15281] UNKN_UNKN
## [15282] UNKN_UNKN
## [15283] UNENCRYPTED_IDENTIFIER
## [15284] UNKN_UNKN
## [15285] UNKN_UNKN
## [15286] UNENCRYPTED_IDENTIFIER
## [15287] UNKN_UNKN
## [15288] UNKN_UNKN
## [15289] UNENCRYPTED_IDENTIFIER
## [15290] UNENCRYPTED_IDENTIFIER
## [15291] UNKN_UNKN
## [15292] UNKN_UNKN
## [15293] UNENCRYPTED_IDENTIFIER
## [15294] UNKN_UNKN
## [15295] UNENCRYPTED_IDENTIFIER
## [15296] UNENCRYPTED_IDENTIFIER
## [15297] UNENCRYPTED_IDENTIFIER
## [15298] UNKN_UNKN
## [15299] UNKN_UNKN
## [15300] UNKN_UNKN
## [15301] UNKN_UNKN
## [15302] UNENCRYPTED_IDENTIFIER
## [15303] UNENCRYPTED_IDENTIFIER
## [15304] UNENCRYPTED_IDENTIFIER
## [15305] UNKN_UNKN
## [15306] UNENCRYPTED_IDENTIFIER
## [15307] UNENCRYPTED_IDENTIFIER
## [15308] UNKN_UNKN
## [15309] UNENCRYPTED_IDENTIFIER
## [15310] UNKN_UNKN
## [15311] UNENCRYPTED_IDENTIFIER
## [15312] UNENCRYPTED_IDENTIFIER
## [15313] UNKN_UNKN
## [15314] UNKN_UNKN
## [15315] UNENCRYPTED_IDENTIFIER
## [15316] UNENCRYPTED_UNKN
## [15317] UNKN_UNKN
## [15318] UNKN_UNKN
## [15319] ENCRYPTED_IDENTIFIER
## [15320] UNKN_UNKN
## [15321] UNKN_UNKN
## [15322] UNENCRYPTED_IDENTIFIER
## [15323] UNKN_UNKN
## [15324] UNENCRYPTED_IDENTIFIER
## [15325] UNENCRYPTED_IDENTIFIER
## [15326] UNKN_UNKN
## [15327] UNENCRYPTED_SENSITIVE-GOV
## [15328] UNENCRYPTED_IDENTIFIER
## [15329] UNKN_UNKN
## [15330] UNKN_UNKN
## [15331] UNKN_UNKN
## [15332] UNKN_UNKN
## [15333] UNENCRYPTED_IDENTIFIER
## [15334] UNENCRYPTED_IDENTIFIER
## [15335] UNKN_UNKN
## [15336] UNKN_UNKN
## [15337] UNENCRYPTED_IDENTIFIER
## [15338] UNENCRYPTED_IDENTIFIER
## [15339] UNKN_UNKN
## [15340] UNKN_UNKN
## [15341] UNKN_UNKN
## [15342] UNKN_UNKN
## [15343] UNKN_UNKN
## [15344] UNENCRYPTED_IDENTIFIER
## [15345] UNKN_UNKN
## [15346] UNKN_UNKN
## [15347] UNKN_UNKN
## [15348] UNKN_UNKN
## [15349] UNKN_UNKN
## [15350] UNENCRYPTED_IDENTIFIER
## [15351] UNKN_UNKN
## [15352] UNENCRYPTED_IDENTIFIER
## [15353] UNKN_UNKN
## [15354] UNENCRYPTED_IDENTIFIER
## [15355] UNENCRYPTED_IDENTIFIER
## [15356] UNENCRYPTED_IDENTIFIER
## [15357] UNKN_UNKN
## [15358] UNENCRYPTED_IDENTIFIER
## [15359] UNENCRYPTED_IDENTIFIER
## [15360] UNENCRYPTED_IDENTIFIER
## [15361] UNENCRYPTED_IDENTIFIER
## [15362] UNKN_UNKN
## [15363] UNKN_UNKN
## [15364] UNENCRYPTED_IDENTIFIER
## [15365] UNKN_UNKN
## [15366] UNKN_UNKN
## [15367] UNENCRYPTED_IDENTIFIER
## [15368] UNENCRYPTED_IDENTIFIER
## [15369] UNKN_UNKN
## [15370] UNKN_UNKN
## [15371] UNKN_UNKN
## [15372] UNENCRYPTED_IDENTIFIER
## [15373] UNKN_UNKN
## [15374] UNKN_UNKN
## [15375] UNENCRYPTED_IDENTIFIER
## [15376] UNENCRYPTED_IDENTIFIER
## [15377] UNENCRYPTED_IDENTIFIER
## [15378] UNENCRYPTED_IDENTIFIER
## [15379] UNENCRYPTED_IDENTIFIER
## [15380] UNENCRYPTED_IDENTIFIER
## [15381] UNKN_UNKN
## [15382] UNKN_UNKN
## [15383] UNENCRYPTED_IDENTIFIER
## [15384] UNENCRYPTED_UNKN
## [15385] UNKN_UNKN
## [15386] UNKN_UNKN
## [15387] UNKN_UNKN
## [15388] UNENCRYPTED_IDENTIFIER
## [15389] UNENCRYPTED_IDENTIFIER
## [15390] UNKN_UNKN
## [15391] UNENCRYPTED_HEALTH
## [15392] UNKN_UNKN
## [15393] UNKN_UNKN
## [15394] UNKN_UNKN
## [15395] UNKN_UNKN
## [15396] UNENCRYPTED_IDENTIFIER
## [15397] UNENCRYPTED_IDENTIFIER
## [15398] UNENCRYPTED_IDENTIFIER
## [15399] UNKN_UNKN
## [15400] UNKN_UNKN
## [15401] UNKN_UNKN
## [15402] UNKN_UNKN
## [15403] UNKN_UNKN
## [15404] UNENCRYPTED_UNKN
## [15405] UNKN_UNKN
## [15406] UNENCRYPTED_IDENTIFIER
## [15407] UNKN_UNKN
## [15408] UNKN_UNKN
## [15409] UNENCRYPTED_IDENTIFIER
## [15410] UNENCRYPTED_IDENTIFIER
## [15411] UNKN_UNKN
## [15412] UNENCRYPTED_IDENTIFIER
## [15413] UNENCRYPTED_IDENTIFIER
## [15414] UNENCRYPTED_IDENTIFIER
## [15415] UNKN_UNKN
## [15416] UNKN_UNKN
## [15417] UNENCRYPTED_IDENTIFIER
## [15418] UNKN_UNKN
## [15419] UNKN_UNKN
## [15420] UNENCRYPTED_IDENTIFIER
## [15421] UNENCRYPTED_IDENTIFIER
## [15422] UNKN_UNKN
## [15423] UNENCRYPTED_IDENTIFIER
## [15424] UNKN_UNKN
## [15425] UNKN_UNKN
## [15426] UNENCRYPTED_IDENTIFIER
## [15427] UNKN_UNKN
## [15428] UNENCRYPTED_IDENTIFIER
## [15429] UNKN_UNKN
## [15430] UNENCRYPTED_IDENTIFIER
## [15431] UNKN_UNKN
## [15432] UNENCRYPTED_IDENTIFIER
## [15433] UNKN_UNKN
## [15434] UNENCRYPTED_IDENTIFIER
## [15435] UNENCRYPTED_IDENTIFIER
## [15436] UNKN_UNKN
## [15437] UNENCRYPTED_IDENTIFIER
## [15438] UNKN_UNKN
## [15439] UNKN_UNKN
## [15440] UNKN_UNKN
## [15441] UNKN_UNKN
## [15442] UNENCRYPTED_IDENTIFIER
## [15443] UNENCRYPTED_IDENTIFIER
## [15444] UNENCRYPTED_IDENTIFIER
## [15445] UNKN_UNKN
## [15446] UNKN_UNKN
## [15447] UNENCRYPTED_IDENTIFIER
## [15448] UNKN_UNKN
## [15449] UNKN_UNKN
## [15450] UNKN_UNKN
## [15451] UNKN_UNKN
## [15452] UNENCRYPTED_IDENTIFIER
## [15453] UNENCRYPTED_IDENTIFIER
## [15454] UNENCRYPTED_IDENTIFIER
## [15455] UNENCRYPTED_IDENTIFIER
## [15456] UNKN_UNKN
## [15457] UNKN_UNKN
## [15458] UNENCRYPTED_IDENTIFIER
## [15459] UNENCRYPTED_IDENTIFIER
## [15460] UNKN_UNKN
## [15461] UNENCRYPTED_IDENTIFIER
## [15462] UNKN_UNKN
## [15463] UNKN_UNKN
## [15464] UNENCRYPTED_IDENTIFIER
## [15465] UNENCRYPTED_IDENTIFIER
## [15466] UNENCRYPTED_IDENTIFIER
## [15467] UNKN_UNKN
## [15468] UNKN_UNKN
## [15469] UNKN_UNKN
## [15470] UNENCRYPTED_IDENTIFIER
## [15471] ENCRYPTED_IDENTIFIER
## [15472] UNENCRYPTED_IDENTIFIER
## [15473] UNENCRYPTED_IDENTIFIER
## [15474] UNENCRYPTED_IDENTIFIER
## [15475] UNKN_UNKN
## [15476] UNKN_UNKN
## [15477] UNENCRYPTED_IDENTIFIER
## [15478] UNENCRYPTED_IDENTIFIER
## [15479] UNKN_UNKN
## [15480] UNENCRYPTED_IDENTIFIER
## [15481] UNKN_UNKN
## [15482] UNKN_UNKN
## [15483] UNENCRYPTED_IDENTIFIER
## [15484] UNENCRYPTED_IDENTIFIER
## [15485] UNENCRYPTED_IDENTIFIER
## [15486] UNENCRYPTED_IDENTIFIER
## [15487] UNENCRYPTED_IDENTIFIER
## [15488] UNKN_UNKN
## [15489] UNKN_UNKN
## [15490] UNENCRYPTED_IDENTIFIER
## [15491] UNKN_UNKN
## [15492] UNKN_UNKN
## [15493] UNKN_UNKN
## [15494] UNKN_UNKN
## [15495] UNKN_UNKN
## [15496] UNKN_UNKN
## [15497] UNKN_UNKN
## [15498] UNENCRYPTED_IDENTIFIER
## [15499] UNKN_UNKN
## [15500] UNENCRYPTED_EMPLOYMENT
## [15501] UNKN_UNKN
## [15502] UNKN_UNKN
## [15503] UNKN_UNKN
## [15504] UNKN_UNKN
## [15505] UNKN_UNKN
## [15506] UNKN_UNKN
## [15507] UNKN_UNKN
## [15508] UNKN_UNKN
## [15509] UNKN_UNKN
## [15510] UNENCRYPTED_IDENTIFIER
## [15511] UNENCRYPTED_IDENTIFIER
## [15512] UNKN_UNKN
## [15513] UNKN_UNKN
## [15514] UNKN_UNKN
## [15515] UNKN_UNKN
## [15516] UNKN_UNKN
## [15517] UNENCRYPTED_IDENTIFIER
## [15518] UNKN_UNKN
## [15519] UNENCRYPTED_IDENTIFIER
## [15520] UNKN_UNKN
## [15521] UNENCRYPTED_IDENTIFIER
## [15522] UNKN_UNKN
## [15523] UNENCRYPTED_IDENTIFIER
## [15524] UNENCRYPTED_IDENTIFIER
## [15525] UNENCRYPTED_IDENTIFIER
## [15526] UNKN_UNKN
## [15527] UNKN_UNKN
## [15528] UNENCRYPTED_IDENTIFIER
## [15529] UNKN_UNKN
## [15530] UNKN_UNKN
## [15531] UNENCRYPTED_SENSITIVE-LOGIN
## [15532] UNKN_UNKN
## [15533] UNKN_UNKN
## [15534] UNKN_UNKN
## [15535] UNENCRYPTED_SENSITIVE-LOGIN
## [15536] UNENCRYPTED_IDENTIFIER
## [15537] UNENCRYPTED_IDENTIFIER
## [15538] UNKN_UNKN
## [15539] UNKN_UNKN
## [15540] UNENCRYPTED_IDENTIFIER
## [15541] UNENCRYPTED_IDENTIFIER
## [15542] UNKN_UNKN
## [15543] UNENCRYPTED_HEALTH
## [15544] UNKN_UNKN
## [15545] UNKN_UNKN
## [15546] UNENCRYPTED_IDENTIFIER
## [15547] UNKN_UNKN
## [15548] UNKN_UNKN
## [15549] UNENCRYPTED_IDENTIFIER
## [15550] UNENCRYPTED_IDENTIFIER
## [15551] UNENCRYPTED_SENSITIVE-LOGIN
## [15552] UNKN_UNKN
## [15553] UNENCRYPTED_IDENTIFIER
## [15554] UNKN_UNKN
## [15555] UNENCRYPTED_IDENTIFIER
## [15556] UNKN_UNKN
## [15557] UNENCRYPTED_IDENTIFIER
## [15558] UNENCRYPTED_HEALTH
## [15559] UNKN_UNKN
## [15560] UNKN_UNKN
## [15561] UNKN_UNKN
## [15562] UNENCRYPTED_IDENTIFIER
## [15563] UNKN_UNKN
## [15564] UNENCRYPTED_IDENTIFIER
## [15565] UNKN_UNKN
## [15566] UNENCRYPTED_IDENTIFIER
## [15567] UNKN_UNKN
## [15568] UNENCRYPTED_IDENTIFIER
## [15569] UNKN_UNKN
## [15570] UNKN_UNKN
## [15571] UNENCRYPTED_IDENTIFIER
## [15572] UNENCRYPTED_IDENTIFIER
## [15573] UNENCRYPTED_IDENTIFIER
## [15574] UNENCRYPTED_IDENTIFIER
## [15575] UNENCRYPTED_HEALTH
## [15576] UNKN_UNKN
## [15577] UNKN_UNKN
## [15578] UNKN_UNKN
## [15579] UNKN_UNKN
## [15580] UNKN_UNKN
## [15581] UNENCRYPTED_IDENTIFIER
## [15582] UNENCRYPTED_SENSITIVE-GOV
## [15583] UNKN_UNKN
## [15584] UNENCRYPTED_IDENTIFIER
## [15585] UNKN_UNKN
## [15586] UNKN_UNKN
## [15587] UNENCRYPTED_IDENTIFIER
## [15588] UNKN_UNKN
## [15589] UNKN_UNKN
## [15590] UNKN_UNKN
## [15591] UNENCRYPTED_IDENTIFIER
## [15592] UNKN_UNKN
## [15593] UNENCRYPTED_IDENTIFIER
## [15594] UNENCRYPTED_IDENTIFIER
## [15595] UNKN_UNKN
## [15596] UNENCRYPTED_IDENTIFIER
## [15597] UNENCRYPTED_IDENTIFIER
## [15598] UNKN_UNKN
## [15599] UNKN_UNKN
## [15600] UNKN_UNKN
## [15601] UNENCRYPTED_IDENTIFIER
## [15602] UNENCRYPTED_IDENTIFIER
## [15603] UNENCRYPTED_HEALTH
## [15604] UNENCRYPTED_IDENTIFIER
## [15605] UNENCRYPTED_IDENTIFIER
## [15606] UNENCRYPTED_IDENTIFIER
## [15607] UNENCRYPTED_IDENTIFIER
## [15608] UNENCRYPTED_UNKN
## [15609] UNKN_UNKN
## [15610] UNKN_UNKN
## [15611] UNKN_UNKN
## [15612] UNENCRYPTED_IDENTIFIER
## [15613] UNENCRYPTED_IDENTIFIER
## [15614] UNKN_UNKN
## [15615] UNENCRYPTED_IDENTIFIER
## [15616] UNKN_UNKN
## [15617] UNENCRYPTED_IDENTIFIER
## [15618] UNENCRYPTED_IDENTIFIER
## [15619] UNENCRYPTED_IDENTIFIER
## [15620] UNKN_UNKN
## [15621] UNKN_UNKN
## [15622] UNKN_UNKN
## [15623] UNENCRYPTED_IDENTIFIER
## [15624] UNKN_UNKN
## [15625] UNKN_UNKN
## [15626] UNKN_UNKN
## [15627] UNENCRYPTED_IDENTIFIER
## [15628] UNKN_UNKN
## [15629] UNENCRYPTED_IDENTIFIER
## [15630] UNENCRYPTED_IDENTIFIER
## [15631] UNENCRYPTED_SENSITIVE-GOV
## [15632] UNKN_UNKN
## [15633] UNKN_UNKN
## [15634] UNENCRYPTED_IDENTIFIER
## [15635] UNKN_UNKN
## [15636] UNKN_UNKN
## [15637] UNKN_UNKN
## [15638] UNKN_UNKN
## [15639] UNENCRYPTED_IDENTIFIER
## [15640] UNKN_UNKN
## [15641] UNKN_UNKN
## [15642] UNKN_UNKN
## [15643] UNENCRYPTED_IDENTIFIER
## [15644] UNENCRYPTED_IDENTIFIER
## [15645] UNENCRYPTED_IDENTIFIER
## [15646] UNKN_UNKN
## [15647] UNENCRYPTED_IDENTIFIER
## [15648] UNENCRYPTED_IDENTIFIER
## [15649] UNENCRYPTED_IDENTIFIER
## [15650] UNENCRYPTED_IDENTIFIER
## [15651] UNENCRYPTED_IDENTIFIER
## [15652] UNENCRYPTED_IDENTIFIER
## [15653] UNKN_UNKN
## [15654] UNKN_UNKN
## [15655] UNKN_UNKN
## [15656] UNKN_UNKN
## [15657] UNKN_UNKN
## [15658] UNKN_UNKN
## [15659] UNKN_UNKN
## [15660] UNENCRYPTED_IDENTIFIER
## [15661] UNKN_UNKN
## [15662] UNENCRYPTED_IDENTIFIER
## [15663] UNKN_UNKN
## [15664] UNENCRYPTED_IDENTIFIER
## [15665] UNENCRYPTED_IDENTIFIER
## [15666] UNKN_UNKN
## [15667] UNENCRYPTED_IDENTIFIER
## [15668] UNENCRYPTED_IDENTIFIER
## [15669] UNKN_UNKN
## [15670] UNKN_UNKN
## [15671] UNENCRYPTED_IDENTIFIER
## [15672] UNENCRYPTED_IDENTIFIER
## [15673] UNKN_UNKN
## [15674] UNENCRYPTED_IDENTIFIER
## [15675] UNENCRYPTED_IDENTIFIER
## [15676] UNKN_UNKN
## [15677] UNKN_UNKN
## [15678] UNKN_UNKN
## [15679] UNKN_UNKN
## [15680] UNKN_UNKN
## [15681] UNENCRYPTED_IDENTIFIER
## [15682] UNKN_UNKN
## [15683] UNKN_UNKN
## [15684] UNKN_UNKN
## [15685] UNKN_UNKN
## [15686] UNENCRYPTED_IDENTIFIER
## [15687] UNENCRYPTED_IDENTIFIER
## [15688] UNKN_UNKN
## [15689] UNKN_UNKN
## [15690] UNKN_UNKN
## [15691] UNENCRYPTED_IDENTIFIER
## [15692] UNKN_UNKN
## [15693] UNKN_UNKN
## [15694] UNENCRYPTED_IDENTIFIER
## [15695] UNENCRYPTED_IDENTIFIER
## [15696] UNKN_UNKN
## [15697] UNKN_UNKN
## [15698] UNENCRYPTED_IDENTIFIER
## [15699] UNKN_UNKN
## [15700] UNENCRYPTED_IDENTIFIER
## [15701] UNENCRYPTED_SENSITIVE-LOGIN
## [15702] UNENCRYPTED_IDENTIFIER
## [15703] UNKN_UNKN
## [15704] UNENCRYPTED_IDENTIFIER
## [15705] UNKN_UNKN
## [15706] UNENCRYPTED_UNKN
## [15707] UNKN_UNKN
## [15708] UNENCRYPTED_IDENTIFIER
## [15709] UNKN_UNKN
## [15710] UNKN_UNKN
## [15711] UNENCRYPTED_IDENTIFIER
## [15712] UNKN_UNKN
## [15713] UNKN_UNKN
## [15714] UNKN_UNKN
## [15715] UNKN_UNKN
## [15716] UNKN_UNKN
## [15717] UNKN_UNKN
## [15718] UNKN_UNKN
## [15719] UNKN_UNKN
## [15720] UNKN_UNKN
## [15721] UNENCRYPTED_IDENTIFIER
## [15722] UNENCRYPTED_IDENTIFIER
## [15723] UNKN_UNKN
## [15724] UNKN_UNKN
## [15725] UNKN_UNKN
## [15726] UNENCRYPTED_IDENTIFIER
## [15727] UNKN_UNKN
## [15728] UNKN_UNKN
## [15729] UNENCRYPTED_IDENTIFIER
## [15730] UNENCRYPTED_IDENTIFIER
## [15731] UNENCRYPTED_IDENTIFIER
## [15732] UNKN_UNKN
## [15733] UNKN_UNKN
## [15734] UNKN_UNKN
## [15735] UNENCRYPTED_IDENTIFIER
## [15736] UNENCRYPTED_IDENTIFIER
## [15737] UNKN_UNKN
## [15738] UNENCRYPTED_IDENTIFIER
## [15739] UNKN_UNKN
## [15740] UNKN_UNKN
## [15741] UNKN_UNKN
## [15742] UNENCRYPTED_IDENTIFIER
## [15743] UNENCRYPTED_IDENTIFIER
## [15744] UNENCRYPTED_IDENTIFIER
## [15745] UNENCRYPTED_IDENTIFIER
## [15746] UNENCRYPTED_IDENTIFIER
## [15747] UNKN_UNKN
## [15748] UNKN_UNKN
## [15749] UNENCRYPTED_IDENTIFIER
## [15750] UNKN_UNKN
## [15751] UNENCRYPTED_IDENTIFIER
## [15752] UNKN_UNKN
## [15753] UNENCRYPTED_IDENTIFIER
## [15754] UNENCRYPTED_IDENTIFIER
## [15755] UNKN_UNKN
## [15756] UNKN_UNKN
## [15757] UNKN_UNKN
## [15758] UNKN_UNKN
## [15759] UNKN_UNKN
## [15760] UNKN_UNKN
## [15761] UNKN_UNKN
## [15762] UNENCRYPTED_IDENTIFIER
## [15763] UNENCRYPTED_UNKN
## [15764] UNENCRYPTED_IDENTIFIER
## [15765] UNENCRYPTED_IDENTIFIER
## [15766] UNENCRYPTED_UNKN
## [15767] UNENCRYPTED_IDENTIFIER
## [15768] UNENCRYPTED_HEALTH
## [15769] UNENCRYPTED_IDENTIFIER
## [15770] UNKN_UNKN
## [15771] UNKN_UNKN
## [15772] UNKN_UNKN
## [15773] UNKN_UNKN
## [15774] UNENCRYPTED_IDENTIFIER
## [15775] UNKN_UNKN
## [15776] UNENCRYPTED_IDENTIFIER
## [15777] UNKN_UNKN
## [15778] UNENCRYPTED_IDENTIFIER
## [15779] UNENCRYPTED_IDENTIFIER
## [15780] UNKN_UNKN
## [15781] UNKN_UNKN
## [15782] UNKN_UNKN
## [15783] UNENCRYPTED_IDENTIFIER
## [15784] UNKN_UNKN
## [15785] UNENCRYPTED_IDENTIFIER
## [15786] UNKN_UNKN
## [15787] UNKN_UNKN
## [15788] UNKN_UNKN
## [15789] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [15790] UNKN_UNKN
## [15791] UNENCRYPTED_IDENTIFIER
## [15792] UNKN_UNKN
## [15793] UNENCRYPTED_IDENTIFIER
## [15794] UNENCRYPTED_IDENTIFIER
## [15795] UNENCRYPTED_IDENTIFIER
## [15796] UNKN_UNKN
## [15797] UNENCRYPTED_IDENTIFIER
## [15798] UNKN_UNKN
## [15799] UNENCRYPTED_IDENTIFIER
## [15800] UNKN_UNKN
## [15801] UNENCRYPTED_UNKN
## [15802] UNKN_UNKN
## [15803] UNENCRYPTED_IDENTIFIER
## [15804] UNKN_UNKN
## [15805] UNENCRYPTED_IDENTIFIER
## [15806] UNKN_UNKN
## [15807] UNKN_UNKN
## [15808] UNKN_UNKN
## [15809] UNENCRYPTED_IDENTIFIER
## [15810] UNENCRYPTED_IDENTIFIER
## [15811] UNKN_UNKN
## [15812] UNENCRYPTED_SENSITIVE-LOGIN
## [15813] UNENCRYPTED_IDENTIFIER
## [15814] UNKN_UNKN
## [15815] UNKN_UNKN
## [15816] UNKN_UNKN
## [15817] UNKN_UNKN
## [15818] UNENCRYPTED_IDENTIFIER
## [15819] UNENCRYPTED_IDENTIFIER
## [15820] UNENCRYPTED_IDENTIFIER
## [15821] UNENCRYPTED_IDENTIFIER
## [15822] UNENCRYPTED_HEALTH
## [15823] UNKN_UNKN
## [15824] UNENCRYPTED_UNKN
## [15825] UNENCRYPTED_IDENTIFIER
## [15826] UNKN_UNKN
## [15827] UNKN_UNKN
## [15828] UNKN_UNKN
## [15829] UNENCRYPTED_IDENTIFIER
## [15830] UNENCRYPTED_IDENTIFIER
## [15831] UNKN_UNKN
## [15832] UNKN_UNKN
## [15833] UNENCRYPTED_IDENTIFIER
## [15834] UNENCRYPTED_IDENTIFIER
## [15835] UNENCRYPTED_IDENTIFIER
## [15836] UNKN_UNKN
## [15837] UNKN_UNKN
## [15838] UNKN_UNKN
## [15839] UNENCRYPTED_IDENTIFIER
## [15840] UNENCRYPTED_IDENTIFIER
## [15841] UNENCRYPTED_IDENTIFIER
## [15842] UNENCRYPTED_IDENTIFIER
## [15843] UNENCRYPTED_IDENTIFIER
## [15844] UNENCRYPTED_IDENTIFIER
## [15845] UNENCRYPTED_IDENTIFIER
## [15846] UNKN_UNKN
## [15847] UNENCRYPTED_IDENTIFIER
## [15848] UNKN_UNKN
## [15849] UNENCRYPTED_IDENTIFIER
## [15850] UNENCRYPTED_IDENTIFIER
## [15851] UNKN_UNKN
## [15852] UNKN_UNKN
## [15853] UNKN_UNKN
## [15854] UNKN_UNKN
## [15855] UNENCRYPTED_IDENTIFIER
## [15856] UNKN_UNKN
## [15857] UNKN_UNKN
## [15858] UNKN_UNKN
## [15859] UNKN_UNKN
## [15860] UNKN_UNKN
## [15861] UNENCRYPTED_IDENTIFIER
## [15862] UNENCRYPTED_IDENTIFIER
## [15863] UNENCRYPTED_IDENTIFIER
## [15864] UNKN_UNKN
## [15865] UNKN_UNKN
## [15866] UNKN_UNKN
## [15867] UNKN_UNKN
## [15868] UNKN_UNKN
## [15869] UNENCRYPTED_IDENTIFIER
## [15870] UNKN_UNKN
## [15871] UNENCRYPTED_IDENTIFIER
## [15872] UNKN_UNKN
## [15873] UNKN_UNKN
## [15874] UNENCRYPTED_IDENTIFIER
## [15875] UNENCRYPTED_IDENTIFIER
## [15876] UNENCRYPTED_IDENTIFIER
## [15877] UNKN_UNKN
## [15878] UNKN_UNKN
## [15879] UNKN_UNKN
## [15880] UNENCRYPTED_IDENTIFIER
## [15881] UNKN_UNKN
## [15882] UNKN_UNKN
## [15883] UNENCRYPTED_IDENTIFIER
## [15884] UNKN_UNKN
## [15885] UNENCRYPTED_HEALTH
## [15886] UNENCRYPTED_IDENTIFIER
## [15887] UNENCRYPTED_IDENTIFIER
## [15888] UNKN_UNKN
## [15889] UNENCRYPTED_IDENTIFIER
## [15890] UNKN_UNKN
## [15891] UNENCRYPTED_IDENTIFIER
## [15892] UNENCRYPTED_IDENTIFIER
## [15893] UNENCRYPTED_IDENTIFIER
## [15894] UNKN_UNKN
## [15895] UNENCRYPTED_IDENTIFIER
## [15896] UNKN_UNKN
## [15897] UNKN_UNKN
## [15898] UNKN_UNKN
## [15899] UNKN_UNKN
## [15900] UNKN_UNKN
## [15901] ENCRYPTED_IDENTIFIER
## [15902] UNKN_UNKN
## [15903] UNENCRYPTED_IDENTIFIER
## [15904] UNKN_UNKN
## [15905] UNENCRYPTED_IDENTIFIER
## [15906] UNENCRYPTED_IDENTIFIER
## [15907] UNENCRYPTED_IDENTIFIER
## [15908] UNKN_UNKN
## [15909] UNKN_UNKN
## [15910] UNKN_UNKN
## [15911] UNKN_UNKN
## [15912] UNENCRYPTED_IDENTIFIER
## [15913] UNENCRYPTED_IDENTIFIER
## [15914] UNKN_UNKN
## [15915] UNKN_UNKN
## [15916] UNENCRYPTED_IDENTIFIER
## [15917] UNKN_UNKN
## [15918] UNKN_UNKN
## [15919] UNENCRYPTED_SENSITIVE-GOV
## [15920] UNKN_UNKN
## [15921] UNKN_UNKN
## [15922] UNKN_UNKN
## [15923] UNENCRYPTED_IDENTIFIER
## [15924] UNKN_UNKN
## [15925] UNKN_UNKN
## [15926] UNKN_UNKN
## [15927] UNKN_UNKN
## [15928] UNENCRYPTED_IDENTIFIER
## [15929] UNKN_UNKN
## [15930] UNKN_UNKN
## [15931] UNENCRYPTED_IDENTIFIER
## [15932] UNENCRYPTED_HEALTH
## [15933] UNENCRYPTED_IDENTIFIER
## [15934] UNENCRYPTED_IDENTIFIER
## [15935] UNENCRYPTED_IDENTIFIER
## [15936] UNKN_UNKN
## [15937] UNENCRYPTED_IDENTIFIER
## [15938] UNKN_UNKN
## [15939] UNKN_UNKN
## [15940] UNENCRYPTED_IDENTIFIER
## [15941] UNENCRYPTED_IDENTIFIER
## [15942] UNENCRYPTED_UNKN
## [15943] UNKN_UNKN
## [15944] UNENCRYPTED_IDENTIFIER
## [15945] UNKN_UNKN
## [15946] UNENCRYPTED_SENSITIVE-LOGIN
## [15947] UNKN_UNKN
## [15948] UNENCRYPTED_IDENTIFIER
## [15949] UNKN_UNKN
## [15950] UNENCRYPTED_SENSITIVE-GOV
## [15951] UNENCRYPTED_IDENTIFIER
## [15952] UNKN_UNKN
## [15953] UNKN_UNKN
## [15954] UNKN_UNKN
## [15955] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [15956] UNKN_UNKN
## [15957] UNENCRYPTED_IDENTIFIER
## [15958] UNKN_UNKN
## [15959] UNENCRYPTED_IDENTIFIER
## [15960] UNKN_UNKN
## [15961] UNENCRYPTED_IDENTIFIER
## [15962] UNKN_UNKN
## [15963] UNENCRYPTED_IDENTIFIER
## [15964] UNKN_UNKN
## [15965] UNENCRYPTED_IDENTIFIER
## [15966] UNKN_UNKN
## [15967] UNENCRYPTED_IDENTIFIER
## [15968] UNKN_UNKN
## [15969] UNENCRYPTED_IDENTIFIER
## [15970] UNENCRYPTED_IDENTIFIER
## [15971] UNENCRYPTED_IDENTIFIER
## [15972] UNKN_UNKN
## [15973] UNKN_UNKN
## [15974] UNKN_UNKN
## [15975] UNENCRYPTED_HEALTH
## [15976] UNKN_UNKN
## [15977] UNKN_UNKN
## [15978] UNENCRYPTED_UNKN
## [15979] UNKN_UNKN
## [15980] UNENCRYPTED_IDENTIFIER
## [15981] UNKN_UNKN
## [15982] UNENCRYPTED_IDENTIFIER
## [15983] UNKN_UNKN
## [15984] UNKN_UNKN
## [15985] UNENCRYPTED_IDENTIFIER
## [15986] UNENCRYPTED_IDENTIFIER
## [15987] UNENCRYPTED_IDENTIFIER
## [15988] UNENCRYPTED_IDENTIFIER
## [15989] UNENCRYPTED_IDENTIFIER
## [15990] UNKN_UNKN
## [15991] UNKN_UNKN
## [15992] UNKN_UNKN
## [15993] UNENCRYPTED_HEALTH
## [15994] UNENCRYPTED_IDENTIFIER
## [15995] UNKN_UNKN
## [15996] UNENCRYPTED_IDENTIFIER
## [15997] UNKN_UNKN
## [15998] UNKN_UNKN
## [15999] UNENCRYPTED_IDENTIFIER
## [16000] UNKN_UNKN
## [16001] UNKN_UNKN
## [16002] UNENCRYPTED_IDENTIFIER
## [16003] UNENCRYPTED_IDENTIFIER
## [16004] UNKN_UNKN
## [16005] UNENCRYPTED_IDENTIFIER
## [16006] UNKN_UNKN
## [16007] UNENCRYPTED_IDENTIFIER
## [16008] UNENCRYPTED_IDENTIFIER
## [16009] UNKN_UNKN
## [16010] UNKN_UNKN
## [16011] UNENCRYPTED_HEALTH
## [16012] UNKN_UNKN
## [16013] UNENCRYPTED_IDENTIFIER
## [16014] UNKN_UNKN
## [16015] UNENCRYPTED_IDENTIFIER
## [16016] UNKN_UNKN
## [16017] UNKN_UNKN
## [16018] UNKN_UNKN
## [16019] UNENCRYPTED_IDENTIFIER
## [16020] UNKN_UNKN
## [16021] ENCRYPTED_IDENTIFIER
## [16022] UNKN_UNKN
## [16023] UNKN_UNKN
## [16024] UNENCRYPTED_IDENTIFIER
## [16025] UNKN_UNKN
## [16026] UNKN_UNKN
## [16027] UNENCRYPTED_IDENTIFIER
## [16028] UNENCRYPTED_IDENTIFIER
## [16029] UNENCRYPTED_IDENTIFIER
## [16030] UNKN_UNKN
## [16031] UNENCRYPTED_IDENTIFIER
## [16032] UNENCRYPTED_IDENTIFIER
## [16033] UNKN_UNKN
## [16034] UNKN_UNKN
## [16035] UNKN_UNKN
## [16036] UNENCRYPTED_IDENTIFIER
## [16037] UNENCRYPTED_IDENTIFIER
## [16038] UNENCRYPTED_IDENTIFIER
## [16039] UNKN_UNKN
## [16040] UNKN_UNKN
## [16041] UNENCRYPTED_IDENTIFIER
## [16042] UNKN_UNKN
## [16043] UNENCRYPTED_IDENTIFIER
## [16044] UNKN_UNKN
## [16045] UNKN_UNKN
## [16046] UNKN_UNKN
## [16047] UNKN_UNKN
## [16048] UNENCRYPTED_SENSITIVE-LOGIN
## [16049] UNENCRYPTED_IDENTIFIER
## [16050] UNENCRYPTED_IDENTIFIER
## [16051] UNENCRYPTED_IDENTIFIER
## [16052] UNKN_UNKN
## [16053] UNENCRYPTED_UNKN
## [16054] UNKN_UNKN
## [16055] UNKN_UNKN
## [16056] UNENCRYPTED_IDENTIFIER
## [16057] UNENCRYPTED_IDENTIFIER
## [16058] UNKN_UNKN
## [16059] UNENCRYPTED_IDENTIFIER
## [16060] UNENCRYPTED_IDENTIFIER
## [16061] UNKN_UNKN
## [16062] UNENCRYPTED_IDENTIFIER
## [16063] UNENCRYPTED_IDENTIFIER
## [16064] UNENCRYPTED_IDENTIFIER
## [16065] UNKN_UNKN
## [16066] UNENCRYPTED_IDENTIFIER
## [16067] UNKN_UNKN
## [16068] UNENCRYPTED_IDENTIFIER
## [16069] UNENCRYPTED_IDENTIFIER
## [16070] UNKN_UNKN
## [16071] UNKN_UNKN
## [16072] UNENCRYPTED_IDENTIFIER
## [16073] UNENCRYPTED_IDENTIFIER
## [16074] UNKN_UNKN
## [16075] UNKN_UNKN
## [16076] UNKN_UNKN
## [16077] UNKN_UNKN
## [16078] UNKN_UNKN
## [16079] UNKN_UNKN
## [16080] UNKN_UNKN
## [16081] UNENCRYPTED_IDENTIFIER
## [16082] UNENCRYPTED_IDENTIFIER
## [16083] UNENCRYPTED_IDENTIFIER
## [16084] UNKN_UNKN
## [16085] UNENCRYPTED_IDENTIFIER
## [16086] UNENCRYPTED_IDENTIFIER
## [16087] UNKN_UNKN
## [16088] UNENCRYPTED_IDENTIFIER
## [16089] UNENCRYPTED_IDENTIFIER
## [16090] UNENCRYPTED_IDENTIFIER
## [16091] UNKN_UNKN
## [16092] UNKN_UNKN
## [16093] UNKN_UNKN
## [16094] UNKN_UNKN
## [16095] UNKN_UNKN
## [16096] UNENCRYPTED_SENSITIVE-GOV
## [16097] UNENCRYPTED_IDENTIFIER
## [16098] UNKN_UNKN
## [16099] UNKN_UNKN
## [16100] UNKN_UNKN
## [16101] UNENCRYPTED_IDENTIFIER
## [16102] UNKN_UNKN
## [16103] UNKN_UNKN
## [16104] UNKN_UNKN
## [16105] UNENCRYPTED_IDENTIFIER
## [16106] UNENCRYPTED_IDENTIFIER
## [16107] UNKN_UNKN
## [16108] UNKN_UNKN
## [16109] UNENCRYPTED_IDENTIFIER
## [16110] UNKN_UNKN
## [16111] UNKN_UNKN
## [16112] UNENCRYPTED_IDENTIFIER
## [16113] UNENCRYPTED_IDENTIFIER
## [16114] UNKN_UNKN
## [16115] UNKN_UNKN
## [16116] UNKN_UNKN
## [16117] UNENCRYPTED_IDENTIFIER
## [16118] UNKN_UNKN
## [16119] UNENCRYPTED_IDENTIFIER
## [16120] UNENCRYPTED_IDENTIFIER
## [16121] UNENCRYPTED_IDENTIFIER
## [16122] UNKN_UNKN
## [16123] UNKN_UNKN
## [16124] UNENCRYPTED_IDENTIFIER
## [16125] UNENCRYPTED_IDENTIFIER
## [16126] UNKN_UNKN
## [16127] UNKN_UNKN
## [16128] UNENCRYPTED_SENSITIVE-LOGIN
## [16129] UNENCRYPTED_UNKN
## [16130] UNKN_UNKN
## [16131] UNENCRYPTED_IDENTIFIER
## [16132] UNENCRYPTED_IDENTIFIER
## [16133] UNENCRYPTED_IDENTIFIER
## [16134] UNENCRYPTED_IDENTIFIER
## [16135] UNENCRYPTED_IDENTIFIER
## [16136] UNKN_UNKN
## [16137] UNKN_UNKN
## [16138] UNKN_UNKN
## [16139] UNENCRYPTED_IDENTIFIER
## [16140] UNENCRYPTED_IDENTIFIER
## [16141] UNKN_UNKN
## [16142] UNENCRYPTED_IDENTIFIER
## [16143] UNKN_UNKN
## [16144] UNENCRYPTED_IDENTIFIER
## [16145] UNKN_UNKN
## [16146] UNENCRYPTED_UNKN
## [16147] UNENCRYPTED_IDENTIFIER
## [16148] UNENCRYPTED_IDENTIFIER
## [16149] UNKN_UNKN
## [16150] UNKN_UNKN
## [16151] UNENCRYPTED_IDENTIFIER
## [16152] UNENCRYPTED_IDENTIFIER
## [16153] UNKN_UNKN
## [16154] UNKN_UNKN
## [16155] UNENCRYPTED_IDENTIFIER
## [16156] UNKN_UNKN
## [16157] UNENCRYPTED_IDENTIFIER
## [16158] UNENCRYPTED_SENSITIVE-LOGIN
## [16159] UNENCRYPTED_IDENTIFIER
## [16160] UNENCRYPTED_IDENTIFIER
## [16161] UNKN_UNKN
## [16162] UNKN_UNKN
## [16163] UNKN_UNKN
## [16164] UNKN_UNKN
## [16165] UNENCRYPTED_IDENTIFIER
## [16166] UNKN_UNKN
## [16167] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [16168] UNENCRYPTED_IDENTIFIER
## [16169] UNENCRYPTED_IDENTIFIER
## [16170] UNKN_UNKN
## [16171] UNKN_UNKN
## [16172] UNKN_UNKN
## [16173] UNENCRYPTED_IDENTIFIER
## [16174] UNENCRYPTED_IDENTIFIER
## [16175] UNENCRYPTED_IDENTIFIER
## [16176] UNENCRYPTED_IDENTIFIER
## [16177] UNENCRYPTED_IDENTIFIER
## [16178] UNENCRYPTED_SENSITIVE-LOGIN
## [16179] UNKN_UNKN
## [16180] UNENCRYPTED_IDENTIFIER
## [16181] UNENCRYPTED_HEALTH
## [16182] UNENCRYPTED_UNKN
## [16183] UNKN_UNKN
## [16184] UNKN_UNKN
## [16185] UNKN_UNKN
## [16186] UNKN_UNKN
## [16187] UNKN_UNKN
## [16188] UNKN_UNKN
## [16189] UNENCRYPTED_IDENTIFIER
## [16190] UNENCRYPTED_IDENTIFIER
## [16191] UNENCRYPTED_IDENTIFIER
## [16192] UNENCRYPTED_IDENTIFIER
## [16193] UNENCRYPTED_HEALTH
## [16194] UNKN_UNKN
## [16195] UNKN_UNKN
## [16196] UNENCRYPTED_IDENTIFIER
## [16197] UNKN_UNKN
## [16198] UNENCRYPTED_IDENTIFIER
## [16199] UNKN_UNKN
## [16200] UNENCRYPTED_UNKN
## [16201] UNKN_UNKN
## [16202] UNENCRYPTED_HEALTH
## [16203] UNKN_UNKN
## [16204] UNENCRYPTED_IDENTIFIER
## [16205] UNKN_UNKN
## [16206] UNKN_UNKN
## [16207] UNKN_UNKN
## [16208] UNENCRYPTED_IDENTIFIER
## [16209] UNKN_UNKN
## [16210] UNKN_UNKN
## [16211] UNENCRYPTED_IDENTIFIER
## [16212] UNKN_UNKN
## [16213] UNENCRYPTED_IDENTIFIER
## [16214] UNENCRYPTED_IDENTIFIER
## [16215] UNENCRYPTED_IDENTIFIER
## [16216] UNKN_UNKN
## [16217] UNKN_UNKN
## [16218] UNENCRYPTED_IDENTIFIER
## [16219] UNENCRYPTED_IDENTIFIER
## [16220] UNKN_UNKN
## [16221] UNKN_UNKN
## [16222] UNENCRYPTED_IDENTIFIER
## [16223] UNKN_UNKN
## [16224] UNKN_UNKN
## [16225] UNKN_UNKN
## [16226] UNENCRYPTED_HEALTH
## [16227] UNENCRYPTED_IDENTIFIER
## [16228] UNKN_UNKN
## [16229] UNKN_UNKN
## [16230] UNKN_UNKN
## [16231] UNKN_UNKN
## [16232] UNENCRYPTED_IDENTIFIER
## [16233] UNKN_UNKN
## [16234] UNKN_UNKN
## [16235] UNKN_UNKN
## [16236] ENCRYPTED_SENSITIVE-LOGIN
## [16237] UNENCRYPTED_IDENTIFIER
## [16238] UNENCRYPTED_IDENTIFIER
## [16239] UNENCRYPTED_IDENTIFIER
## [16240] UNKN_UNKN
## [16241] UNKN_UNKN
## [16242] UNKN_UNKN
## [16243] UNKN_UNKN
## [16244] UNKN_UNKN
## [16245] UNENCRYPTED_IDENTIFIER
## [16246] UNENCRYPTED_IDENTIFIER
## [16247] UNENCRYPTED_IDENTIFIER
## [16248] UNKN_UNKN
## [16249] UNKN_UNKN
## [16250] UNKN_UNKN
## [16251] UNENCRYPTED_SENSITIVE-LOGIN
## [16252] UNENCRYPTED_IDENTIFIER
## [16253] UNENCRYPTED_IDENTIFIER
## [16254] UNENCRYPTED_IDENTIFIER
## [16255] UNENCRYPTED_IDENTIFIER
## [16256] UNENCRYPTED_IDENTIFIER
## [16257] UNKN_UNKN
## [16258] UNKN_UNKN
## [16259] UNENCRYPTED_IDENTIFIER
## [16260] UNENCRYPTED_IDENTIFIER
## [16261] UNKN_UNKN
## [16262] UNKN_UNKN
## [16263] UNENCRYPTED_IDENTIFIER
## [16264] UNKN_UNKN
## [16265] UNKN_UNKN
## [16266] UNENCRYPTED_IDENTIFIER
## [16267] UNKN_UNKN
## [16268] UNKN_UNKN
## [16269] UNENCRYPTED_IDENTIFIER
## [16270] UNKN_UNKN
## [16271] UNKN_UNKN
## [16272] UNKN_UNKN
## [16273] UNENCRYPTED_SENSITIVE-LOGIN
## [16274] UNKN_UNKN
## [16275] UNENCRYPTED_IDENTIFIER
## [16276] UNENCRYPTED_UNKN
## [16277] UNENCRYPTED_IDENTIFIER
## [16278] UNENCRYPTED_IDENTIFIER
## [16279] UNENCRYPTED_IDENTIFIER
## [16280] UNKN_UNKN
## [16281] UNKN_UNKN
## [16282] UNKN_UNKN
## [16283] UNENCRYPTED_IDENTIFIER
## [16284] UNKN_UNKN
## [16285] UNENCRYPTED_IDENTIFIER
## [16286] UNKN_UNKN
## [16287] UNKN_UNKN
## [16288] UNENCRYPTED_IDENTIFIER
## [16289] UNENCRYPTED_IDENTIFIER
## [16290] UNENCRYPTED_IDENTIFIER
## [16291] UNKN_UNKN
## [16292] UNKN_UNKN
## [16293] UNENCRYPTED_IDENTIFIER
## [16294] UNKN_UNKN
## [16295] UNENCRYPTED_IDENTIFIER
## [16296] UNKN_UNKN
## [16297] UNENCRYPTED_IDENTIFIER
## [16298] UNENCRYPTED_IDENTIFIER
## [16299] UNENCRYPTED_SENSITIVE-LOGIN
## [16300] UNKN_UNKN
## [16301] UNENCRYPTED_IDENTIFIER
## [16302] UNENCRYPTED_IDENTIFIER
## [16303] UNKN_UNKN
## [16304] UNKN_UNKN
## [16305] UNENCRYPTED_IDENTIFIER
## [16306] UNENCRYPTED_IDENTIFIER
## [16307] UNKN_UNKN
## [16308] UNENCRYPTED_IDENTIFIER
## [16309] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [16310] UNENCRYPTED_IDENTIFIER
## [16311] UNKN_UNKN
## [16312] UNKN_UNKN
## [16313] UNKN_UNKN
## [16314] UNKN_UNKN
## [16315] UNENCRYPTED_IDENTIFIER
## [16316] UNKN_UNKN
## [16317] UNKN_UNKN
## [16318] UNKN_UNKN
## [16319] UNENCRYPTED_IDENTIFIER
## [16320] UNENCRYPTED_IDENTIFIER
## [16321] UNKN_UNKN
## [16322] UNKN_UNKN
## [16323] UNENCRYPTED_IDENTIFIER
## [16324] UNKN_UNKN
## [16325] UNENCRYPTED_IDENTIFIER
## [16326] UNKN_UNKN
## [16327] UNKN_UNKN
## [16328] UNENCRYPTED_IDENTIFIER
## [16329] UNKN_UNKN
## [16330] UNKN_UNKN
## [16331] UNKN_UNKN
## [16332] UNKN_UNKN
## [16333] UNKN_UNKN
## [16334] UNKN_UNKN
## [16335] UNENCRYPTED_IDENTIFIER
## [16336] UNENCRYPTED_IDENTIFIER
## [16337] UNENCRYPTED_IDENTIFIER
## [16338] UNENCRYPTED_IDENTIFIER
## [16339] UNENCRYPTED_IDENTIFIER
## [16340] UNENCRYPTED_IDENTIFIER
## [16341] UNENCRYPTED_IDENTIFIER
## [16342] UNENCRYPTED_IDENTIFIER
## [16343] UNKN_UNKN
## [16344] UNENCRYPTED_IDENTIFIER
## [16345] UNKN_UNKN
## [16346] UNENCRYPTED_IDENTIFIER
## [16347] UNENCRYPTED_IDENTIFIER
## [16348] UNKN_UNKN
## [16349] UNENCRYPTED_SENSITIVE-LOGIN
## [16350] UNKN_UNKN
## [16351] UNKN_UNKN
## [16352] UNENCRYPTED_UNKN
## [16353] UNKN_UNKN
## [16354] UNKN_UNKN
## [16355] UNKN_UNKN
## [16356] UNENCRYPTED_IDENTIFIER
## [16357] UNENCRYPTED_IDENTIFIER
## [16358] UNENCRYPTED_IDENTIFIER
## [16359] UNENCRYPTED_IDENTIFIER
## [16360] UNENCRYPTED_IDENTIFIER
## [16361] UNKN_UNKN
## [16362] UNKN_UNKN
## [16363] UNENCRYPTED_IDENTIFIER
## [16364] UNKN_UNKN
## [16365] UNENCRYPTED_IDENTIFIER
## [16366] UNKN_UNKN
## [16367] UNKN_UNKN
## [16368] UNENCRYPTED_IDENTIFIER
## [16369] UNENCRYPTED_IDENTIFIER
## [16370] UNKN_UNKN
## [16371] UNENCRYPTED_IDENTIFIER
## [16372] UNKN_UNKN
## [16373] UNKN_UNKN
## [16374] UNENCRYPTED_SENSITIVE-LOGIN
## [16375] UNKN_UNKN
## [16376] UNENCRYPTED_IDENTIFIER
## [16377] UNKN_UNKN
## [16378] UNKN_UNKN
## [16379] UNKN_UNKN
## [16380] UNENCRYPTED_IDENTIFIER
## [16381] UNENCRYPTED_IDENTIFIER
## [16382] UNENCRYPTED_IDENTIFIER
## [16383] UNKN_UNKN
## [16384] UNKN_UNKN
## [16385] UNENCRYPTED_IDENTIFIER
## [16386] UNENCRYPTED_IDENTIFIER
## [16387] UNKN_UNKN
## [16388] UNKN_UNKN
## [16389] UNENCRYPTED_IDENTIFIER
## [16390] UNENCRYPTED_IDENTIFIER
## [16391] UNKN_UNKN
## [16392] UNKN_UNKN
## [16393] UNKN_UNKN
## [16394] UNENCRYPTED_UNKN
## [16395] UNKN_UNKN
## [16396] UNKN_UNKN
## [16397] UNENCRYPTED_IDENTIFIER
## [16398] UNKN_UNKN
## [16399] UNKN_UNKN
## [16400] UNKN_UNKN
## [16401] UNKN_UNKN
## [16402] UNKN_UNKN
## [16403] UNENCRYPTED_IDENTIFIER
## [16404] UNKN_UNKN
## [16405] UNKN_UNKN
## [16406] UNENCRYPTED_IDENTIFIER
## [16407] UNENCRYPTED_IDENTIFIER
## [16408] UNKN_UNKN
## [16409] UNKN_UNKN
## [16410] UNENCRYPTED_IDENTIFIER
## [16411] UNKN_UNKN
## [16412] UNENCRYPTED_IDENTIFIER
## [16413] UNKN_UNKN
## [16414] UNENCRYPTED_IDENTIFIER
## [16415] UNENCRYPTED_SENSITIVE-LOGIN
## [16416] UNKN_UNKN
## [16417] UNKN_UNKN
## [16418] UNKN_UNKN
## [16419] UNENCRYPTED_IDENTIFIER
## [16420] UNKN_UNKN
## [16421] UNKN_UNKN
## [16422] UNENCRYPTED_IDENTIFIER
## [16423] UNENCRYPTED_IDENTIFIER
## [16424] UNENCRYPTED_IDENTIFIER
## [16425] UNKN_UNKN
## [16426] UNKN_UNKN
## [16427] UNENCRYPTED_IDENTIFIER
## [16428] UNENCRYPTED_IDENTIFIER
## [16429] UNENCRYPTED_IDENTIFIER
## [16430] UNKN_UNKN
## [16431] UNKN_UNKN
## [16432] UNENCRYPTED_IDENTIFIER
## [16433] UNENCRYPTED_IDENTIFIER
## [16434] UNENCRYPTED_IDENTIFIER
## [16435] UNENCRYPTED_IDENTIFIER
## [16436] UNENCRYPTED_IDENTIFIER
## [16437] UNKN_UNKN
## [16438] UNENCRYPTED_IDENTIFIER
## [16439] UNKN_UNKN
## [16440] UNKN_UNKN
## [16441] UNKN_UNKN
## [16442] UNENCRYPTED_IDENTIFIER
## [16443] UNKN_UNKN
## [16444] UNKN_UNKN
## [16445] UNENCRYPTED_IDENTIFIER
## [16446] UNKN_UNKN
## [16447] ENCRYPTED_HEALTH
## [16448] UNENCRYPTED_IDENTIFIER
## [16449] UNKN_UNKN
## [16450] UNENCRYPTED_IDENTIFIER
## [16451] UNKN_UNKN
## [16452] UNENCRYPTED_IDENTIFIER
## [16453] UNENCRYPTED_IDENTIFIER
## [16454] UNKN_UNKN
## [16455] UNENCRYPTED_IDENTIFIER
## [16456] UNENCRYPTED_IDENTIFIER
## [16457] UNKN_UNKN
## [16458] UNKN_UNKN
## [16459] UNENCRYPTED_IDENTIFIER
## [16460] UNENCRYPTED_IDENTIFIER
## [16461] UNENCRYPTED_IDENTIFIER
## [16462] UNKN_UNKN
## [16463] UNKN_UNKN
## [16464] UNKN_UNKN
## [16465] UNKN_UNKN
## [16466] UNENCRYPTED_IDENTIFIER
## [16467] UNENCRYPTED_IDENTIFIER
## [16468] UNKN_UNKN
## [16469] UNKN_UNKN
## [16470] UNENCRYPTED_IDENTIFIER
## [16471] UNKN_UNKN
## [16472] UNENCRYPTED_IDENTIFIER
## [16473] UNKN_UNKN
## [16474] UNENCRYPTED_IDENTIFIER
## [16475] UNKN_UNKN
## [16476] UNENCRYPTED_IDENTIFIER
## [16477] UNKN_UNKN
## [16478] UNENCRYPTED_IDENTIFIER
## [16479] UNENCRYPTED_HEALTH
## [16480] UNKN_UNKN
## [16481] UNKN_UNKN
## [16482] UNENCRYPTED_IDENTIFIER
## [16483] UNKN_UNKN
## [16484] UNKN_UNKN
## [16485] UNKN_UNKN
## [16486] UNENCRYPTED_IDENTIFIER
## [16487] UNENCRYPTED_IDENTIFIER
## [16488] UNKN_UNKN
## [16489] UNENCRYPTED_IDENTIFIER
## [16490] UNKN_UNKN
## [16491] UNKN_UNKN
## [16492] UNKN_UNKN
## [16493] UNKN_UNKN
## [16494] UNENCRYPTED_IDENTIFIER
## [16495] UNENCRYPTED_IDENTIFIER
## [16496] UNKN_UNKN
## [16497] UNKN_UNKN
## [16498] UNKN_UNKN
## [16499] UNENCRYPTED_IDENTIFIER
## [16500] UNENCRYPTED_IDENTIFIER
## [16501] UNKN_UNKN
## [16502] UNKN_UNKN
## [16503] UNKN_UNKN
## [16504] UNKN_UNKN
## [16505] UNENCRYPTED_IDENTIFIER
## [16506] UNENCRYPTED_HEALTH
## [16507] UNKN_UNKN
## [16508] UNKN_UNKN
## [16509] UNENCRYPTED_IDENTIFIER
## [16510] UNKN_UNKN
## [16511] UNENCRYPTED_IDENTIFIER
## [16512] UNKN_UNKN
## [16513] UNKN_UNKN
## [16514] UNKN_UNKN
## [16515] UNENCRYPTED_IDENTIFIER
## [16516] UNENCRYPTED_IDENTIFIER
## [16517] UNENCRYPTED_IDENTIFIER
## [16518] UNKN_UNKN
## [16519] UNKN_UNKN
## [16520] UNENCRYPTED_IDENTIFIER
## [16521] UNKN_UNKN
## [16522] UNENCRYPTED_IDENTIFIER
## [16523] UNKN_UNKN
## [16524] UNENCRYPTED_IDENTIFIER
## [16525] UNENCRYPTED_IDENTIFIER
## [16526] UNKN_UNKN
## [16527] UNENCRYPTED_IDENTIFIER
## [16528] UNENCRYPTED_IDENTIFIER
## [16529] UNENCRYPTED_IDENTIFIER
## [16530] UNKN_UNKN
## [16531] UNENCRYPTED_IDENTIFIER
## [16532] UNKN_UNKN
## [16533] UNENCRYPTED_IDENTIFIER
## [16534] UNKN_UNKN
## [16535] UNENCRYPTED_IDENTIFIER
## [16536] UNKN_UNKN
## [16537] UNENCRYPTED_IDENTIFIER
## [16538] UNKN_UNKN
## [16539] UNENCRYPTED_IDENTIFIER
## [16540] UNENCRYPTED_IDENTIFIER
## [16541] UNKN_UNKN
## [16542] UNENCRYPTED_IDENTIFIER
## [16543] UNENCRYPTED_IDENTIFIER
## [16544] UNKN_UNKN
## [16545] UNKN_UNKN
## [16546] UNENCRYPTED_IDENTIFIER
## [16547] UNENCRYPTED_IDENTIFIER
## [16548] UNKN_UNKN
## [16549] UNKN_UNKN
## [16550] UNKN_UNKN
## [16551] UNENCRYPTED_IDENTIFIER
## [16552] UNENCRYPTED_IDENTIFIER
## [16553] UNENCRYPTED_IDENTIFIER
## [16554] UNKN_UNKN
## [16555] UNENCRYPTED_IDENTIFIER
## [16556] UNENCRYPTED_IDENTIFIER
## [16557] UNENCRYPTED_IDENTIFIER
## [16558] UNENCRYPTED_IDENTIFIER
## [16559] UNENCRYPTED_SENSITIVE-LOGIN
## [16560] UNKN_UNKN
## [16561] UNENCRYPTED_IDENTIFIER
## [16562] UNENCRYPTED_IDENTIFIER
## [16563] UNENCRYPTED_IDENTIFIER
## [16564] UNENCRYPTED_IDENTIFIER
## [16565] UNKN_UNKN
## [16566] UNKN_UNKN
## [16567] UNKN_UNKN
## [16568] UNKN_UNKN
## [16569] UNKN_UNKN
## [16570] UNENCRYPTED_IDENTIFIER
## [16571] UNENCRYPTED_IDENTIFIER
## [16572] UNENCRYPTED_IDENTIFIER
## [16573] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [16574] UNKN_UNKN
## [16575] UNENCRYPTED_IDENTIFIER
## [16576] UNKN_UNKN
## [16577] UNKN_UNKN
## [16578] UNENCRYPTED_IDENTIFIER
## [16579] UNKN_UNKN
## [16580] UNENCRYPTED_IDENTIFIER
## [16581] UNKN_UNKN
## [16582] UNENCRYPTED_IDENTIFIER
## [16583] UNKN_UNKN
## [16584] UNENCRYPTED_IDENTIFIER
## [16585] UNENCRYPTED_IDENTIFIER
## [16586] UNKN_UNKN
## [16587] UNKN_UNKN
## [16588] UNKN_UNKN
## [16589] UNKN_UNKN
## [16590] UNKN_UNKN
## [16591] UNENCRYPTED_IDENTIFIER
## [16592] UNKN_UNKN
## [16593] UNENCRYPTED_IDENTIFIER
## [16594] UNENCRYPTED_IDENTIFIER
## [16595] UNKN_UNKN
## [16596] UNKN_UNKN
## [16597] UNENCRYPTED_HEALTH
## [16598] UNKN_UNKN
## [16599] UNENCRYPTED_IDENTIFIER
## [16600] UNKN_UNKN
## [16601] UNENCRYPTED_IDENTIFIER
## [16602] UNKN_UNKN
## [16603] UNKN_UNKN
## [16604] UNENCRYPTED_IDENTIFIER
## [16605] UNENCRYPTED_IDENTIFIER
## [16606] UNENCRYPTED_IDENTIFIER
## [16607] UNKN_UNKN
## [16608] UNENCRYPTED_IDENTIFIER
## [16609] UNKN_UNKN
## [16610] UNKN_UNKN
## [16611] UNKN_UNKN
## [16612] UNKN_UNKN
## [16613] UNENCRYPTED_IDENTIFIER
## [16614] UNKN_UNKN
## [16615] UNKN_UNKN
## [16616] UNENCRYPTED_IDENTIFIER
## [16617] UNKN_UNKN
## [16618] UNENCRYPTED_IDENTIFIER
## [16619] UNKN_UNKN
## [16620] UNENCRYPTED_IDENTIFIER
## [16621] UNKN_UNKN
## [16622] UNENCRYPTED_IDENTIFIER
## [16623] UNENCRYPTED_IDENTIFIER
## [16624] UNKN_UNKN
## [16625] UNKN_UNKN
## [16626] UNENCRYPTED_IDENTIFIER
## [16627] UNENCRYPTED_IDENTIFIER
## [16628] UNENCRYPTED_IDENTIFIER
## [16629] UNKN_UNKN
## [16630] ENCRYPTED_IDENTIFIER
## [16631] UNENCRYPTED_IDENTIFIER
## [16632] UNKN_UNKN
## [16633] UNENCRYPTED_IDENTIFIER
## [16634] UNKN_UNKN
## [16635] UNKN_UNKN
## [16636] UNENCRYPTED_IDENTIFIER
## [16637] UNKN_UNKN
## [16638] UNENCRYPTED_IDENTIFIER
## [16639] UNKN_UNKN
## [16640] UNENCRYPTED_IDENTIFIER
## [16641] UNKN_UNKN
## [16642] UNKN_UNKN
## [16643] UNKN_UNKN
## [16644] UNENCRYPTED_IDENTIFIER
## [16645] UNKN_UNKN
## [16646] UNKN_UNKN
## [16647] UNENCRYPTED_IDENTIFIER
## [16648] UNKN_UNKN
## [16649] UNENCRYPTED_IDENTIFIER
## [16650] UNENCRYPTED_IDENTIFIER
## [16651] UNKN_UNKN
## [16652] UNKN_UNKN
## [16653] UNKN_UNKN
## [16654] UNENCRYPTED_IDENTIFIER
## [16655] UNKN_UNKN
## [16656] UNKN_UNKN
## [16657] UNENCRYPTED_IDENTIFIER
## [16658] UNKN_UNKN
## [16659] UNKN_UNKN
## [16660] UNENCRYPTED_IDENTIFIER
## [16661] UNENCRYPTED_IDENTIFIER
## [16662] UNENCRYPTED_IDENTIFIER
## [16663] UNENCRYPTED_IDENTIFIER
## [16664] UNKN_UNKN
## [16665] UNENCRYPTED_IDENTIFIER
## [16666] UNENCRYPTED_IDENTIFIER
## [16667] UNKN_UNKN
## [16668] UNKN_UNKN
## [16669] UNKN_UNKN
## [16670] UNENCRYPTED_SENSITIVE-LOGIN
## [16671] UNENCRYPTED_IDENTIFIER
## [16672] UNKN_UNKN
## [16673] UNENCRYPTED_IDENTIFIER
## [16674] UNENCRYPTED_IDENTIFIER
## [16675] UNENCRYPTED_IDENTIFIER
## [16676] UNENCRYPTED_IDENTIFIER
## [16677] UNENCRYPTED_IDENTIFIER
## [16678] UNKN_UNKN
## [16679] UNENCRYPTED_IDENTIFIER
## [16680] UNENCRYPTED_IDENTIFIER
## [16681] UNENCRYPTED_IDENTIFIER
## [16682] UNKN_UNKN
## [16683] UNKN_UNKN
## [16684] UNENCRYPTED_IDENTIFIER
## [16685] UNENCRYPTED_IDENTIFIER
## [16686] UNKN_UNKN
## [16687] UNENCRYPTED_IDENTIFIER
## [16688] UNKN_UNKN
## [16689] UNKN_UNKN
## [16690] UNKN_UNKN
## [16691] UNENCRYPTED_IDENTIFIER
## [16692] UNKN_UNKN
## [16693] UNKN_UNKN
## [16694] UNKN_UNKN
## [16695] UNENCRYPTED_IDENTIFIER
## [16696] UNENCRYPTED_IDENTIFIER
## [16697] UNENCRYPTED_IDENTIFIER
## [16698] UNKN_UNKN
## [16699] UNKN_UNKN
## [16700] UNKN_UNKN
## [16701] UNKN_UNKN
## [16702] UNENCRYPTED_IDENTIFIER
## [16703] UNENCRYPTED_IDENTIFIER
## [16704] UNKN_UNKN
## [16705] UNKN_UNKN
## [16706] UNENCRYPTED_IDENTIFIER
## [16707] UNENCRYPTED_IDENTIFIER
## [16708] UNENCRYPTED_IDENTIFIER
## [16709] UNKN_UNKN
## [16710] UNENCRYPTED_HEALTH
## [16711] UNENCRYPTED_IDENTIFIER
## [16712] UNKN_UNKN
## [16713] UNENCRYPTED_IDENTIFIER
## [16714] UNKN_UNKN
## [16715] UNENCRYPTED_IDENTIFIER
## [16716] UNKN_UNKN
## [16717] UNENCRYPTED_IDENTIFIER
## [16718] UNENCRYPTED_IDENTIFIER
## [16719] UNENCRYPTED_IDENTIFIER
## [16720] UNKN_UNKN
## [16721] UNKN_UNKN
## [16722] UNKN_UNKN
## [16723] UNKN_UNKN
## [16724] UNKN_HEALTH
## [16725] UNENCRYPTED_IDENTIFIER
## [16726] UNKN_UNKN
## [16727] UNKN_UNKN
## [16728] UNKN_UNKN
## [16729] UNENCRYPTED_IDENTIFIER
## [16730] UNENCRYPTED_IDENTIFIER
## [16731] UNENCRYPTED_IDENTIFIER
## [16732] UNKN_UNKN
## [16733] UNKN_UNKN
## [16734] UNKN_UNKN
## [16735] UNKN_UNKN
## [16736] UNKN_UNKN
## [16737] UNKN_UNKN
## [16738] UNENCRYPTED_IDENTIFIER
## [16739] UNENCRYPTED_IDENTIFIER
## [16740] UNENCRYPTED_IDENTIFIER
## [16741] UNKN_UNKN
## [16742] UNENCRYPTED_IDENTIFIER
## [16743] UNENCRYPTED_IDENTIFIER
## [16744] UNENCRYPTED_IDENTIFIER
## [16745] UNENCRYPTED_IDENTIFIER
## [16746] UNKN_UNKN
## [16747] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [16748] UNENCRYPTED_IDENTIFIER
## [16749] UNKN_UNKN
## [16750] UNKN_UNKN
## [16751] UNKN_UNKN
## [16752] UNKN_UNKN
## [16753] UNKN_UNKN
## [16754] UNKN_UNKN
## [16755] UNENCRYPTED_IDENTIFIER
## [16756] UNENCRYPTED_IDENTIFIER
## [16757] UNENCRYPTED_UNKN
## [16758] UNKN_UNKN
## [16759] UNKN_UNKN
## [16760] UNKN_UNKN
## [16761] UNENCRYPTED_IDENTIFIER
## [16762] UNKN_UNKN
## [16763] UNKN_UNKN
## [16764] UNENCRYPTED_IDENTIFIER
## [16765] UNENCRYPTED_IDENTIFIER
## [16766] UNKN_UNKN
## [16767] UNENCRYPTED_SENSITIVE-LOGIN
## [16768] UNENCRYPTED_IDENTIFIER
## [16769] UNKN_UNKN
## [16770] UNENCRYPTED_IDENTIFIER
## [16771] UNKN_UNKN
## [16772] UNKN_UNKN
## [16773] UNKN_UNKN
## [16774] UNENCRYPTED_IDENTIFIER
## [16775] UNKN_UNKN
## [16776] UNKN_UNKN
## [16777] UNENCRYPTED_IDENTIFIER
## [16778] UNKN_UNKN
## [16779] UNKN_UNKN
## [16780] UNKN_UNKN
## [16781] UNKN_UNKN
## [16782] UNKN_UNKN
## [16783] UNKN_UNKN
## [16784] UNENCRYPTED_IDENTIFIER
## [16785] UNENCRYPTED_IDENTIFIER
## [16786] UNKN_UNKN
## [16787] UNKN_UNKN
## [16788] UNENCRYPTED_IDENTIFIER
## [16789] UNENCRYPTED_IDENTIFIER
## [16790] UNKN_UNKN
## [16791] UNKN_UNKN
## [16792] UNKN_UNKN
## [16793] UNENCRYPTED_IDENTIFIER
## [16794] UNKN_UNKN
## [16795] UNKN_UNKN
## [16796] UNKN_UNKN
## [16797] UNKN_UNKN
## [16798] UNKN_UNKN
## [16799] UNENCRYPTED_IDENTIFIER
## [16800] UNENCRYPTED_IDENTIFIER
## [16801] UNENCRYPTED_IDENTIFIER
## [16802] UNENCRYPTED_IDENTIFIER
## [16803] UNENCRYPTED_IDENTIFIER
## [16804] UNENCRYPTED_IDENTIFIER
## [16805] UNENCRYPTED_SENSITIVE-LOGIN
## [16806] UNKN_UNKN
## [16807] UNENCRYPTED_IDENTIFIER
## [16808] UNENCRYPTED_IDENTIFIER
## [16809] UNKN_UNKN
## [16810] UNKN_UNKN
## [16811] UNENCRYPTED_IDENTIFIER
## [16812] UNKN_UNKN
## [16813] UNENCRYPTED_IDENTIFIER
## [16814] UNENCRYPTED_IDENTIFIER
## [16815] UNENCRYPTED_IDENTIFIER
## [16816] UNKN_UNKN
## [16817] UNENCRYPTED_IDENTIFIER
## [16818] UNKN_UNKN
## [16819] UNENCRYPTED_IDENTIFIER
## [16820] UNKN_UNKN
## [16821] UNENCRYPTED_IDENTIFIER
## [16822] UNENCRYPTED_IDENTIFIER
## [16823] UNKN_UNKN
## [16824] UNENCRYPTED_IDENTIFIER
## [16825] UNKN_UNKN
## [16826] UNENCRYPTED_IDENTIFIER
## [16827] UNKN_UNKN
## [16828] UNKN_UNKN
## [16829] UNENCRYPTED_IDENTIFIER
## [16830] UNENCRYPTED_IDENTIFIER
## [16831] UNKN_UNKN
## [16832] UNENCRYPTED_IDENTIFIER
## [16833] UNENCRYPTED_HEALTH
## [16834] UNKN_UNKN
## [16835] UNENCRYPTED_IDENTIFIER
## [16836] UNKN_UNKN
## [16837] UNKN_UNKN
## [16838] UNKN_UNKN
## [16839] UNKN_UNKN
## [16840] UNKN_UNKN
## [16841] UNKN_UNKN
## [16842] UNKN_UNKN
## [16843] UNENCRYPTED_IDENTIFIER
## [16844] UNENCRYPTED_IDENTIFIER
## [16845] UNENCRYPTED_IDENTIFIER
## [16846] UNENCRYPTED_IDENTIFIER
## [16847] UNENCRYPTED_IDENTIFIER
## [16848] UNKN_UNKN
## [16849] UNKN_UNKN
## [16850] UNENCRYPTED_IDENTIFIER
## [16851] UNKN_UNKN
## [16852] UNENCRYPTED_UNKN
## [16853] UNENCRYPTED_IDENTIFIER
## [16854] UNENCRYPTED_IDENTIFIER
## [16855] UNENCRYPTED_IDENTIFIER
## [16856] UNKN_UNKN
## [16857] UNENCRYPTED_IDENTIFIER
## [16858] UNKN_UNKN
## [16859] UNENCRYPTED_IDENTIFIER
## [16860] UNKN_UNKN
## [16861] UNENCRYPTED_IDENTIFIER
## [16862] UNENCRYPTED_IDENTIFIER
## [16863] UNENCRYPTED_IDENTIFIER
## [16864] UNENCRYPTED_IDENTIFIER
## [16865] UNKN_UNKN
## [16866] UNENCRYPTED_IDENTIFIER
## [16867] UNKN_UNKN
## [16868] UNKN_UNKN
## [16869] UNKN_UNKN
## [16870] UNKN_UNKN
## [16871] UNKN_UNKN
## [16872] UNENCRYPTED_IDENTIFIER
## [16873] UNKN_UNKN
## [16874] UNENCRYPTED_IDENTIFIER
## [16875] UNKN_UNKN
## [16876] UNENCRYPTED_IDENTIFIER
## [16877] UNENCRYPTED_IDENTIFIER
## [16878] UNENCRYPTED_IDENTIFIER
## [16879] UNENCRYPTED_IDENTIFIER
## [16880] UNKN_UNKN
## [16881] UNKN_UNKN
## [16882] UNENCRYPTED_IDENTIFIER
## [16883] UNENCRYPTED_IDENTIFIER
## [16884] UNENCRYPTED_IDENTIFIER
## [16885] UNENCRYPTED_IDENTIFIER
## [16886] UNENCRYPTED_UNKN
## [16887] UNENCRYPTED_IDENTIFIER
## [16888] UNENCRYPTED_IDENTIFIER
## [16889] UNENCRYPTED_IDENTIFIER
## [16890] UNENCRYPTED_IDENTIFIER
## [16891] UNKN_UNKN
## [16892] UNENCRYPTED_IDENTIFIER
## [16893] UNENCRYPTED_IDENTIFIER
## [16894] UNENCRYPTED_IDENTIFIER
## [16895] UNENCRYPTED_IDENTIFIER
## [16896] UNENCRYPTED_IDENTIFIER
## [16897] UNKN_UNKN
## [16898] UNENCRYPTED_IDENTIFIER
## [16899] UNKN_UNKN
## [16900] UNENCRYPTED_IDENTIFIER
## [16901] UNKN_UNKN
## [16902] UNKN_UNKN
## [16903] UNKN_UNKN
## [16904] UNKN_UNKN
## [16905] UNKN_UNKN
## [16906] UNKN_UNKN
## [16907] UNKN_UNKN
## [16908] UNENCRYPTED_IDENTIFIER
## [16909] UNENCRYPTED_IDENTIFIER
## [16910] UNENCRYPTED_SENSITIVE-LOGIN
## [16911] UNKN_UNKN
## [16912] UNKN_UNKN
## [16913] UNKN_UNKN
## [16914] UNENCRYPTED_IDENTIFIER
## [16915] UNENCRYPTED_IDENTIFIER
## [16916] UNENCRYPTED_IDENTIFIER
## [16917] UNKN_UNKN
## [16918] UNENCRYPTED_IDENTIFIER
## [16919] UNENCRYPTED_IDENTIFIER
## [16920] UNKN_UNKN
## [16921] UNKN_UNKN
## [16922] UNKN_UNKN
## [16923] UNKN_UNKN
## [16924] UNENCRYPTED_IDENTIFIER
## [16925] UNKN_UNKN
## [16926] UNKN_UNKN
## [16927] UNENCRYPTED_IDENTIFIER
## [16928] UNKN_UNKN
## [16929] UNKN_UNKN
## [16930] UNKN_UNKN
## [16931] UNKN_UNKN
## [16932] UNKN_UNKN
## [16933] UNENCRYPTED_IDENTIFIER
## [16934] UNENCRYPTED_IDENTIFIER
## [16935] UNKN_UNKN
## [16936] UNENCRYPTED_IDENTIFIER
## [16937] UNENCRYPTED_SENSITIVE-LOGIN
## [16938] UNKN_UNKN
## [16939] UNENCRYPTED_HEALTH
## [16940] UNENCRYPTED_IDENTIFIER
## [16941] UNKN_UNKN
## [16942] UNKN_UNKN
## [16943] UNENCRYPTED_IDENTIFIER
## [16944] UNKN_UNKN
## [16945] UNENCRYPTED_IDENTIFIER
## [16946] UNKN_UNKN
## [16947] UNENCRYPTED_IDENTIFIER
## [16948] UNENCRYPTED_IDENTIFIER
## [16949] UNKN_UNKN
## [16950] UNKN_UNKN
## [16951] UNENCRYPTED_IDENTIFIER
## [16952] UNKN_UNKN
## [16953] UNENCRYPTED_UNKN
## [16954] UNENCRYPTED_IDENTIFIER
## [16955] UNKN_UNKN
## [16956] UNKN_UNKN
## [16957] UNENCRYPTED_IDENTIFIER
## [16958] UNKN_UNKN
## [16959] UNKN_UNKN
## [16960] UNKN_UNKN
## [16961] UNKN_UNKN
## [16962] UNENCRYPTED_IDENTIFIER
## [16963] UNKN_UNKN
## [16964] UNENCRYPTED_IDENTIFIER
## [16965] UNKN_UNKN
## [16966] UNKN_UNKN
## [16967] UNKN_UNKN
## [16968] UNENCRYPTED_IDENTIFIER
## [16969] UNKN_UNKN
## [16970] UNKN_UNKN
## [16971] UNENCRYPTED_IDENTIFIER
## [16972] UNENCRYPTED_IDENTIFIER
## [16973] UNENCRYPTED_IDENTIFIER
## [16974] UNKN_UNKN
## [16975] UNKN_UNKN
## [16976] UNKN_UNKN
## [16977] UNENCRYPTED_IDENTIFIER
## [16978] UNENCRYPTED_IDENTIFIER
## [16979] UNKN_UNKN
## [16980] UNKN_UNKN
## [16981] UNKN_UNKN
## [16982] UNKN_UNKN
## [16983] UNKN_UNKN
## [16984] UNKN_UNKN
## [16985] UNENCRYPTED_IDENTIFIER
## [16986] UNENCRYPTED_IDENTIFIER
## [16987] UNENCRYPTED_IDENTIFIER
## [16988] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [16989] UNENCRYPTED_IDENTIFIER
## [16990] UNKN_UNKN
## [16991] UNENCRYPTED_IDENTIFIER
## [16992] UNKN_UNKN
## [16993] UNKN_UNKN
## [16994] UNENCRYPTED_SENSITIVE-GOV
## [16995] UNKN_UNKN
## [16996] UNKN_UNKN
## [16997] UNKN_UNKN
## [16998] UNKN_UNKN
## [16999] UNKN_UNKN
## [17000] UNENCRYPTED_IDENTIFIER
## [17001] UNKN_UNKN
## [17002] UNKN_UNKN
## [17003] ENCRYPTED_IDENTIFIER
## [17004] UNENCRYPTED_IDENTIFIER
## [17005] UNENCRYPTED_IDENTIFIER
## [17006] UNKN_UNKN
## [17007] UNKN_UNKN
## [17008] UNENCRYPTED_IDENTIFIER
## [17009] UNENCRYPTED_IDENTIFIER
## [17010] UNENCRYPTED_IDENTIFIER
## [17011] UNENCRYPTED_IDENTIFIER
## [17012] UNKN_UNKN
## [17013] UNENCRYPTED_IDENTIFIER
## [17014] UNKN_UNKN
## [17015] UNENCRYPTED_IDENTIFIER
## [17016] UNKN_UNKN
## [17017] UNENCRYPTED_SENSITIVE-LOGIN
## [17018] UNKN_UNKN
## [17019] UNENCRYPTED_IDENTIFIER
## [17020] UNKN_UNKN
## [17021] UNENCRYPTED_IDENTIFIER
## [17022] UNENCRYPTED_IDENTIFIER
## [17023] UNENCRYPTED_IDENTIFIER
## [17024] UNKN_UNKN
## [17025] UNKN_UNKN
## [17026] UNKN_UNKN
## [17027] UNENCRYPTED_IDENTIFIER
## [17028] UNENCRYPTED_IDENTIFIER
## [17029] UNENCRYPTED_IDENTIFIER
## [17030] UNKN_UNKN
## [17031] UNKN_UNKN
## [17032] UNENCRYPTED_IDENTIFIER
## [17033] UNENCRYPTED_IDENTIFIER
## [17034] UNENCRYPTED_IDENTIFIER
## [17035] UNKN_UNKN
## [17036] UNKN_UNKN
## [17037] UNENCRYPTED_IDENTIFIER
## [17038] UNENCRYPTED_IDENTIFIER
## [17039] UNENCRYPTED_IDENTIFIER
## [17040] UNENCRYPTED_IDENTIFIER
## [17041] UNENCRYPTED_UNKN
## [17042] UNKN_UNKN
## [17043] UNKN_UNKN
## [17044] UNENCRYPTED_IDENTIFIER
## [17045] UNKN_UNKN
## [17046] UNKN_UNKN
## [17047] UNENCRYPTED_IDENTIFIER
## [17048] UNENCRYPTED_IDENTIFIER
## [17049] UNKN_UNKN
## [17050] UNKN_UNKN
## [17051] UNENCRYPTED_IDENTIFIER
## [17052] UNKN_UNKN
## [17053] UNENCRYPTED_IDENTIFIER
## [17054] UNENCRYPTED_IDENTIFIER
## [17055] UNENCRYPTED_HEALTH
## [17056] UNENCRYPTED_IDENTIFIER
## [17057] UNKN_UNKN
## [17058] UNKN_UNKN
## [17059] UNKN_UNKN
## [17060] UNENCRYPTED_IDENTIFIER
## [17061] UNKN_UNKN
## [17062] UNKN_UNKN
## [17063] UNENCRYPTED_IDENTIFIER
## [17064] UNKN_UNKN
## [17065] UNKN_UNKN
## [17066] UNENCRYPTED_IDENTIFIER
## [17067] UNKN_UNKN
## [17068] UNKN_UNKN
## [17069] UNKN_UNKN
## [17070] UNKN_UNKN
## [17071] UNKN_UNKN
## [17072] UNENCRYPTED_IDENTIFIER
## [17073] UNENCRYPTED_IDENTIFIER
## [17074] UNENCRYPTED_IDENTIFIER
## [17075] UNENCRYPTED_IDENTIFIER
## [17076] UNENCRYPTED_IDENTIFIER
## [17077] UNENCRYPTED_IDENTIFIER
## [17078] UNKN_UNKN
## [17079] UNENCRYPTED_IDENTIFIER
## [17080] UNENCRYPTED_IDENTIFIER
## [17081] UNKN_UNKN
## [17082] UNENCRYPTED_IDENTIFIER
## [17083] UNENCRYPTED_IDENTIFIER
## [17084] UNENCRYPTED_IDENTIFIER
## [17085] UNKN_UNKN
## [17086] UNENCRYPTED_IDENTIFIER
## [17087] UNENCRYPTED_IDENTIFIER
## [17088] UNENCRYPTED_IDENTIFIER
## [17089] UNENCRYPTED_IDENTIFIER
## [17090] UNKN_UNKN
## [17091] UNENCRYPTED_IDENTIFIER
## [17092] UNENCRYPTED_IDENTIFIER
## [17093] UNENCRYPTED_IDENTIFIER
## [17094] UNENCRYPTED_IDENTIFIER
## [17095] UNKN_UNKN
## [17096] UNKN_UNKN
## [17097] UNENCRYPTED_UNKN
## [17098] UNKN_UNKN
## [17099] UNKN_UNKN
## [17100] UNKN_UNKN
## [17101] UNKN_UNKN
## [17102] UNENCRYPTED_IDENTIFIER
## [17103] UNENCRYPTED_IDENTIFIER
## [17104] UNKN_UNKN
## [17105] UNENCRYPTED_IDENTIFIER
## [17106] UNKN_UNKN
## [17107] UNENCRYPTED_IDENTIFIER
## [17108] UNKN_UNKN
## [17109] UNENCRYPTED_IDENTIFIER
## [17110] UNKN_UNKN
## [17111] UNENCRYPTED_IDENTIFIER
## [17112] UNENCRYPTED_IDENTIFIER
## [17113] UNENCRYPTED_HEALTH
## [17114] UNKN_UNKN
## [17115] UNENCRYPTED_IDENTIFIER
## [17116] UNENCRYPTED_IDENTIFIER
## [17117] UNENCRYPTED_IDENTIFIER
## [17118] UNENCRYPTED_IDENTIFIER
## [17119] UNENCRYPTED_HEALTH
## [17120] UNKN_UNKN
## [17121] UNKN_UNKN
## [17122] UNKN_UNKN
## [17123] UNENCRYPTED_IDENTIFIER
## [17124] UNENCRYPTED_SENSITIVE-LOGIN
## [17125] UNKN_UNKN
## [17126] UNKN_UNKN
## [17127] UNKN_UNKN
## [17128] UNENCRYPTED_IDENTIFIER
## [17129] UNKN_UNKN
## [17130] UNKN_UNKN
## [17131] UNKN_UNKN
## [17132] UNENCRYPTED_IDENTIFIER
## [17133] UNENCRYPTED_IDENTIFIER
## [17134] UNKN_UNKN
## [17135] UNKN_UNKN
## [17136] UNENCRYPTED_IDENTIFIER
## [17137] UNKN_UNKN
## [17138] UNENCRYPTED_IDENTIFIER
## [17139] UNKN_UNKN
## [17140] UNKN_UNKN
## [17141] UNKN_UNKN
## [17142] UNENCRYPTED_IDENTIFIER
## [17143] UNENCRYPTED_IDENTIFIER
## [17144] UNKN_UNKN
## [17145] UNENCRYPTED_IDENTIFIER
## [17146] UNENCRYPTED_IDENTIFIER
## [17147] UNKN_UNKN
## [17148] UNKN_UNKN
## [17149] UNKN_UNKN
## [17150] UNENCRYPTED_IDENTIFIER
## [17151] UNKN_UNKN
## [17152] UNKN_UNKN
## [17153] UNKN_UNKN
## [17154] UNKN_UNKN
## [17155] UNENCRYPTED_IDENTIFIER
## [17156] UNKN_UNKN
## [17157] UNKN_UNKN
## [17158] UNKN_UNKN
## [17159] UNKN_UNKN
## [17160] UNENCRYPTED_IDENTIFIER
## [17161] UNENCRYPTED_IDENTIFIER
## [17162] UNENCRYPTED_IDENTIFIER
## [17163] UNKN_UNKN
## [17164] UNENCRYPTED_IDENTIFIER
## [17165] UNKN_UNKN
## [17166] UNKN_UNKN
## [17167] UNKN_UNKN
## [17168] UNKN_UNKN
## [17169] UNKN_UNKN
## [17170] UNENCRYPTED_IDENTIFIER
## [17171] UNKN_UNKN
## [17172] UNENCRYPTED_IDENTIFIER
## [17173] UNKN_UNKN
## [17174] UNKN_UNKN
## [17175] UNENCRYPTED_IDENTIFIER
## [17176] UNENCRYPTED_IDENTIFIER
## [17177] UNKN_UNKN
## [17178] UNKN_UNKN
## [17179] UNENCRYPTED_IDENTIFIER
## [17180] UNENCRYPTED_IDENTIFIER
## [17181] UNKN_UNKN
## [17182] UNENCRYPTED_IDENTIFIER
## [17183] UNKN_UNKN
## [17184] UNKN_UNKN
## [17185] UNENCRYPTED_IDENTIFIER
## [17186] UNENCRYPTED_IDENTIFIER
## [17187] UNKN_UNKN
## [17188] UNKN_UNKN
## [17189] UNENCRYPTED_IDENTIFIER
## [17190] UNENCRYPTED_IDENTIFIER
## [17191] UNENCRYPTED_IDENTIFIER
## [17192] UNKN_UNKN
## [17193] UNENCRYPTED_IDENTIFIER
## [17194] UNENCRYPTED_IDENTIFIER
## [17195] UNENCRYPTED_IDENTIFIER
## [17196] UNKN_UNKN
## [17197] UNKN_UNKN
## [17198] UNKN_UNKN
## [17199] UNKN_UNKN
## [17200] UNENCRYPTED_IDENTIFIER
## [17201] UNENCRYPTED_IDENTIFIER
## [17202] UNENCRYPTED_IDENTIFIER
## [17203] UNKN_UNKN
## [17204] UNENCRYPTED_IDENTIFIER
## [17205] UNENCRYPTED_HEALTH
## [17206] UNKN_UNKN
## [17207] UNENCRYPTED_IDENTIFIER
## [17208] UNENCRYPTED_IDENTIFIER
## [17209] UNENCRYPTED_IDENTIFIER
## [17210] UNENCRYPTED_IDENTIFIER
## [17211] UNENCRYPTED_IDENTIFIER
## [17212] UNKN_UNKN
## [17213] UNENCRYPTED_UNKN
## [17214] UNENCRYPTED_IDENTIFIER
## [17215] UNKN_UNKN
## [17216] UNENCRYPTED_IDENTIFIER
## [17217] UNENCRYPTED_IDENTIFIER
## [17218] UNENCRYPTED_IDENTIFIER
## [17219] UNENCRYPTED_IDENTIFIER
## [17220] UNKN_UNKN
## [17221] UNENCRYPTED_IDENTIFIER
## [17222] UNENCRYPTED_IDENTIFIER
## [17223] UNKN_UNKN
## [17224] UNENCRYPTED_IDENTIFIER
## [17225] UNENCRYPTED_IDENTIFIER
## [17226] UNKN_UNKN
## [17227] UNENCRYPTED_IDENTIFIER
## [17228] UNKN_UNKN
## [17229] UNENCRYPTED_IDENTIFIER
## [17230] UNKN_UNKN
## [17231] UNKN_UNKN
## [17232] UNKN_UNKN
## [17233] UNENCRYPTED_IDENTIFIER
## [17234] UNENCRYPTED_UNKN
## [17235] UNKN_UNKN
## [17236] UNKN_UNKN
## [17237] UNKN_UNKN
## [17238] UNKN_UNKN
## [17239] UNKN_UNKN
## [17240] UNKN_UNKN
## [17241] UNENCRYPTED_IDENTIFIER
## [17242] UNENCRYPTED_IDENTIFIER
## [17243] UNKN_UNKN
## [17244] UNENCRYPTED_HEALTH
## [17245] UNENCRYPTED_IDENTIFIER
## [17246] UNENCRYPTED_IDENTIFIER
## [17247] UNKN_UNKN
## [17248] UNENCRYPTED_IDENTIFIER
## [17249] UNKN_UNKN
## [17250] UNKN_UNKN
## [17251] UNENCRYPTED_SENSITIVE-LOGIN
## [17252] UNENCRYPTED_IDENTIFIER
## [17253] UNENCRYPTED_IDENTIFIER
## [17254] UNKN_UNKN
## [17255] UNKN_UNKN
## [17256] UNKN_UNKN
## [17257] UNKN_UNKN
## [17258] UNKN_UNKN
## [17259] UNKN_UNKN
## [17260] UNENCRYPTED_IDENTIFIER
## [17261] UNKN_UNKN
## [17262] UNENCRYPTED_IDENTIFIER
## [17263] UNENCRYPTED_IDENTIFIER
## [17264] UNKN_UNKN
## [17265] UNKN_UNKN
## [17266] ENCRYPTED-WITH-DECRYPTIONKEY_HEALTH
## [17267] UNKN_UNKN
## [17268] UNKN_UNKN
## [17269] UNENCRYPTED_IDENTIFIER
## [17270] UNENCRYPTED_SENSITIVE-GOV
## [17271] UNKN_UNKN
## [17272] UNKN_UNKN
## [17273] UNENCRYPTED_IDENTIFIER
## [17274] UNENCRYPTED_IDENTIFIER
## [17275] UNKN_UNKN
## [17276] UNENCRYPTED_IDENTIFIER
## [17277] UNKN_UNKN
## [17278] UNKN_UNKN
## [17279] UNENCRYPTED_IDENTIFIER
## [17280] UNENCRYPTED_IDENTIFIER
## [17281] UNKN_UNKN
## [17282] UNENCRYPTED_UNKN
## [17283] UNKN_UNKN
## [17284] UNKN_UNKN
## [17285] UNKN_UNKN
## [17286] UNENCRYPTED_IDENTIFIER
## [17287] UNENCRYPTED_IDENTIFIER
## [17288] UNKN_UNKN
## [17289] UNKN_UNKN
## [17290] UNKN_UNKN
## [17291] UNENCRYPTED_IDENTIFIER
## [17292] UNKN_UNKN
## [17293] UNENCRYPTED_IDENTIFIER
## [17294] UNENCRYPTED_IDENTIFIER
## [17295] UNKN_UNKN
## [17296] UNKN_UNKN
## [17297] UNKN_UNKN
## [17298] UNKN_UNKN
## [17299] UNENCRYPTED_IDENTIFIER
## [17300] UNENCRYPTED_IDENTIFIER
## [17301] UNKN_UNKN
## [17302] UNKN_UNKN
## [17303] ENCRYPTED_IDENTIFIER
## [17304] UNKN_UNKN
## [17305] UNENCRYPTED_IDENTIFIER
## [17306] UNKN_UNKN
## [17307] UNKN_UNKN
## [17308] UNENCRYPTED_IDENTIFIER
## [17309] UNKN_UNKN
## [17310] UNENCRYPTED_IDENTIFIER
## [17311] UNENCRYPTED_IDENTIFIER
## [17312] UNENCRYPTED_IDENTIFIER
## [17313] UNKN_UNKN
## [17314] UNKN_UNKN
## [17315] UNENCRYPTED_IDENTIFIER
## [17316] UNENCRYPTED_UNKN
## [17317] UNENCRYPTED_IDENTIFIER
## [17318] UNKN_UNKN
## [17319] UNENCRYPTED_IDENTIFIER
## [17320] UNKN_UNKN
## [17321] UNENCRYPTED_IDENTIFIER
## [17322] UNENCRYPTED_SENSITIVE-GOV
## [17323] UNENCRYPTED_IDENTIFIER
## [17324] UNENCRYPTED_IDENTIFIER
## [17325] UNKN_UNKN
## [17326] UNENCRYPTED_HEALTH
## [17327] UNKN_UNKN
## [17328] UNENCRYPTED_IDENTIFIER
## [17329] UNENCRYPTED_IDENTIFIER
## [17330] UNKN_UNKN
## [17331] UNKN_UNKN
## [17332] UNKN_UNKN
## [17333] UNENCRYPTED_IDENTIFIER
## [17334] UNKN_UNKN
## [17335] UNENCRYPTED_IDENTIFIER
## [17336] UNENCRYPTED_IDENTIFIER
## [17337] UNKN_UNKN
## [17338] UNENCRYPTED_IDENTIFIER
## [17339] UNKN_UNKN
## [17340] UNKN_UNKN
## [17341] UNENCRYPTED_IDENTIFIER
## [17342] UNENCRYPTED_IDENTIFIER
## [17343] UNKN_UNKN
## [17344] UNENCRYPTED_IDENTIFIER
## [17345] UNKN_UNKN
## [17346] ENCRYPTED_IDENTIFIER
## [17347] UNENCRYPTED_IDENTIFIER
## [17348] UNKN_UNKN
## [17349] UNKN_UNKN
## [17350] UNKN_UNKN
## [17351] UNKN_UNKN
## [17352] UNKN_UNKN
## [17353] UNKN_UNKN
## [17354] UNKN_UNKN
## [17355] ENCRYPTED_IDENTIFIER
## [17356] UNENCRYPTED_IDENTIFIER
## [17357] UNKN_UNKN
## [17358] UNENCRYPTED_IDENTIFIER
## [17359] UNENCRYPTED_IDENTIFIER
## [17360] UNKN_UNKN
## [17361] UNENCRYPTED_HEALTH
## [17362] UNKN_UNKN
## [17363] UNKN_UNKN
## [17364] UNKN_UNKN
## [17365] UNKN_UNKN
## [17366] UNKN_UNKN
## [17367] UNKN_UNKN
## [17368] UNENCRYPTED_IDENTIFIER
## [17369] UNKN_UNKN
## [17370] UNKN_UNKN
## [17371] UNENCRYPTED_IDENTIFIER
## [17372] UNENCRYPTED_UNKN
## [17373] UNKN_UNKN
## [17374] UNKN_UNKN
## [17375] UNKN_UNKN
## [17376] UNKN_UNKN
## [17377] UNKN_UNKN
## [17378] UNENCRYPTED_IDENTIFIER
## [17379] UNENCRYPTED_IDENTIFIER
## [17380] UNENCRYPTED_SENSITIVE-LOGIN
## [17381] UNKN_UNKN
## [17382] UNENCRYPTED_IDENTIFIER
## [17383] UNENCRYPTED_IDENTIFIER
## [17384] UNENCRYPTED_IDENTIFIER
## [17385] UNENCRYPTED_UNKN
## [17386] UNKN_UNKN
## [17387] UNENCRYPTED_UNKN
## [17388] UNENCRYPTED_IDENTIFIER
## [17389] UNENCRYPTED_IDENTIFIER
## [17390] UNKN_UNKN
## [17391] UNENCRYPTED_IDENTIFIER
## [17392] UNENCRYPTED_IDENTIFIER
## [17393] UNKN_UNKN
## [17394] UNKN_UNKN
## [17395] UNENCRYPTED_IDENTIFIER
## [17396] UNKN_UNKN
## [17397] UNKN_UNKN
## [17398] UNKN_UNKN
## [17399] UNENCRYPTED_IDENTIFIER
## [17400] UNKN_UNKN
## [17401] UNKN_UNKN
## [17402] UNKN_UNKN
## [17403] UNENCRYPTED_IDENTIFIER
## [17404] UNKN_UNKN
## [17405] UNENCRYPTED_IDENTIFIER
## [17406] UNENCRYPTED_IDENTIFIER
## [17407] UNENCRYPTED_IDENTIFIER
## [17408] UNKN_UNKN
## [17409] UNENCRYPTED_IDENTIFIER
## [17410] UNKN_UNKN
## [17411] UNENCRYPTED_IDENTIFIER
## [17412] UNENCRYPTED_IDENTIFIER
## [17413] UNENCRYPTED_IDENTIFIER
## [17414] UNKN_UNKN
## [17415] UNENCRYPTED_IDENTIFIER
## [17416] UNKN_UNKN
## [17417] UNKN_UNKN
## [17418] UNENCRYPTED_IDENTIFIER
## [17419] UNKN_UNKN
## [17420] UNENCRYPTED_SENSITIVE-LOGIN
## [17421] UNENCRYPTED_IDENTIFIER
## [17422] UNKN_UNKN
## [17423] UNKN_UNKN
## [17424] UNKN_UNKN
## [17425] UNENCRYPTED_IDENTIFIER
## [17426] UNENCRYPTED_IDENTIFIER
## [17427] UNENCRYPTED_IDENTIFIER
## [17428] UNKN_UNKN
## [17429] UNKN_UNKN
## [17430] UNENCRYPTED_IDENTIFIER
## [17431] UNKN_UNKN
## [17432] UNKN_UNKN
## [17433] UNENCRYPTED_HEALTH
## [17434] UNKN_UNKN
## [17435] UNENCRYPTED_IDENTIFIER
## [17436] UNENCRYPTED_IDENTIFIER
## [17437] UNENCRYPTED_IDENTIFIER
## [17438] UNKN_UNKN
## [17439] UNENCRYPTED_IDENTIFIER
## [17440] UNKN_UNKN
## [17441] UNENCRYPTED_IDENTIFIER
## [17442] UNENCRYPTED_IDENTIFIER
## [17443] UNKN_UNKN
## [17444] UNKN_UNKN
## [17445] UNENCRYPTED_UNKN
## [17446] UNENCRYPTED_IDENTIFIER
## [17447] UNKN_UNKN
## [17448] UNKN_UNKN
## [17449] UNKN_UNKN
## [17450] UNENCRYPTED_IDENTIFIER
## [17451] UNENCRYPTED_UNKN
## [17452] UNKN_UNKN
## [17453] UNKN_UNKN
## [17454] UNENCRYPTED_IDENTIFIER
## [17455] UNENCRYPTED_IDENTIFIER
## [17456] UNENCRYPTED_IDENTIFIER
## [17457] UNKN_UNKN
## [17458] UNENCRYPTED_HEALTH
## [17459] UNENCRYPTED_IDENTIFIER
## [17460] UNKN_UNKN
## [17461] UNKN_UNKN
## [17462] UNKN_UNKN
## [17463] UNKN_UNKN
## [17464] UNKN_UNKN
## [17465] UNKN_UNKN
## [17466] UNKN_UNKN
## [17467] UNKN_UNKN
## [17468] UNENCRYPTED_IDENTIFIER
## [17469] UNKN_UNKN
## [17470] UNENCRYPTED_IDENTIFIER
## [17471] UNENCRYPTED_SENSITIVE-GOV
## [17472] UNENCRYPTED_UNKN
## [17473] UNKN_UNKN
## [17474] UNKN_UNKN
## [17475] UNENCRYPTED_IDENTIFIER
## [17476] UNENCRYPTED_IDENTIFIER
## [17477] UNENCRYPTED_IDENTIFIER
## [17478] UNKN_UNKN
## [17479] UNENCRYPTED_IDENTIFIER
## [17480] UNENCRYPTED_IDENTIFIER
## [17481] UNKN_UNKN
## [17482] UNENCRYPTED_IDENTIFIER
## [17483] UNKN_UNKN
## [17484] UNENCRYPTED_IDENTIFIER
## [17485] UNENCRYPTED_IDENTIFIER
## [17486] UNKN_UNKN
## [17487] UNKN_UNKN
## [17488] UNKN_UNKN
## [17489] UNKN_UNKN
## [17490] UNENCRYPTED_IDENTIFIER
## [17491] UNENCRYPTED_IDENTIFIER
## [17492] UNKN_UNKN
## [17493] UNENCRYPTED_IDENTIFIER
## [17494] UNENCRYPTED_IDENTIFIER
## [17495] UNENCRYPTED_IDENTIFIER
## [17496] UNKN_UNKN
## [17497] UNKN_UNKN
## [17498] UNENCRYPTED_IDENTIFIER
## [17499] UNENCRYPTED_IDENTIFIER
## [17500] UNKN_UNKN
## [17501] UNKN_UNKN
## [17502] UNENCRYPTED_IDENTIFIER
## [17503] UNENCRYPTED_IDENTIFIER
## [17504] UNKN_UNKN
## [17505] UNKN_UNKN
## [17506] UNKN_UNKN
## [17507] UNKN_UNKN
## [17508] ENCRYPTED_IDENTIFIER
## [17509] UNKN_UNKN
## [17510] UNKN_UNKN
## [17511] UNENCRYPTED_IDENTIFIER
## [17512] UNENCRYPTED_IDENTIFIER
## [17513] UNENCRYPTED_IDENTIFIER
## [17514] UNENCRYPTED_IDENTIFIER
## [17515] UNKN_UNKN
## [17516] UNKN_UNKN
## [17517] UNKN_UNKN
## [17518] UNKN_UNKN
## [17519] UNENCRYPTED_IDENTIFIER
## [17520] UNKN_UNKN
## [17521] UNKN_UNKN
## [17522] UNKN_UNKN
## [17523] UNENCRYPTED_IDENTIFIER
## [17524] UNKN_UNKN
## [17525] UNKN_UNKN
## [17526] UNENCRYPTED_IDENTIFIER
## [17527] UNKN_UNKN
## [17528] UNENCRYPTED_IDENTIFIER
## [17529] UNENCRYPTED_IDENTIFIER
## [17530] UNENCRYPTED_IDENTIFIER
## [17531] UNENCRYPTED_IDENTIFIER
## [17532] UNKN_UNKN
## [17533] UNENCRYPTED_IDENTIFIER
## [17534] UNKN_UNKN
## [17535] UNENCRYPTED_IDENTIFIER
## [17536] UNKN_UNKN
## [17537] UNENCRYPTED_HEALTH
## [17538] UNENCRYPTED_IDENTIFIER
## [17539] UNENCRYPTED_IDENTIFIER
## [17540] UNKN_UNKN
## [17541] UNKN_UNKN
## [17542] UNENCRYPTED_IDENTIFIER
## [17543] UNKN_UNKN
## [17544] UNKN_UNKN
## [17545] UNENCRYPTED_IDENTIFIER
## [17546] UNKN_UNKN
## [17547] UNKN_UNKN
## [17548] UNKN_UNKN
## [17549] UNKN_UNKN
## [17550] UNENCRYPTED_IDENTIFIER
## [17551] UNKN_UNKN
## [17552] UNKN_UNKN
## [17553] UNENCRYPTED_IDENTIFIER
## [17554] UNKN_UNKN
## [17555] UNENCRYPTED_IDENTIFIER
## [17556] UNENCRYPTED_IDENTIFIER
## [17557] UNENCRYPTED_IDENTIFIER
## [17558] UNENCRYPTED_UNKN
## [17559] UNENCRYPTED_IDENTIFIER
## [17560] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [17561] UNKN_UNKN
## [17562] UNKN_UNKN
## [17563] UNENCRYPTED_IDENTIFIER
## [17564] UNKN_UNKN
## [17565] UNKN_UNKN
## [17566] UNKN_UNKN
## [17567] UNKN_UNKN
## [17568] UNENCRYPTED_IDENTIFIER
## [17569] UNKN_UNKN
## [17570] UNENCRYPTED_IDENTIFIER
## [17571] UNKN_UNKN
## [17572] UNENCRYPTED_IDENTIFIER
## [17573] UNENCRYPTED_IDENTIFIER
## [17574] UNKN_UNKN
## [17575] UNENCRYPTED_IDENTIFIER
## [17576] UNENCRYPTED_IDENTIFIER
## [17577] UNENCRYPTED_IDENTIFIER
## [17578] UNENCRYPTED_IDENTIFIER
## [17579] UNENCRYPTED_IDENTIFIER
## [17580] UNENCRYPTED_IDENTIFIER
## [17581] UNENCRYPTED_IDENTIFIER
## [17582] UNENCRYPTED_IDENTIFIER
## [17583] UNENCRYPTED_IDENTIFIER
## [17584] UNENCRYPTED_IDENTIFIER
## [17585] UNENCRYPTED_IDENTIFIER
## [17586] UNENCRYPTED_IDENTIFIER
## [17587] UNKN_UNKN
## [17588] UNENCRYPTED_IDENTIFIER
## [17589] UNKN_UNKN
## [17590] UNENCRYPTED_IDENTIFIER
## [17591] UNKN_UNKN
## [17592] UNENCRYPTED_IDENTIFIER
## [17593] UNENCRYPTED_IDENTIFIER
## [17594] UNKN_UNKN
## [17595] UNENCRYPTED_IDENTIFIER
## [17596] UNKN_UNKN
## [17597] UNKN_UNKN
## [17598] UNENCRYPTED_IDENTIFIER
## [17599] UNENCRYPTED_IDENTIFIER
## [17600] UNENCRYPTED_IDENTIFIER
## [17601] UNKN_UNKN
## [17602] UNENCRYPTED_IDENTIFIER
## [17603] UNKN_UNKN
## [17604] UNENCRYPTED_IDENTIFIER
## [17605] UNENCRYPTED_IDENTIFIER
## [17606] UNKN_UNKN
## [17607] UNKN_UNKN
## [17608] UNKN_UNKN
## [17609] UNKN_UNKN
## [17610] UNKN_UNKN
## [17611] UNENCRYPTED_IDENTIFIER
## [17612] UNKN_UNKN
## [17613] UNKN_UNKN
## [17614] UNKN_UNKN
## [17615] UNKN_UNKN
## [17616] UNENCRYPTED_IDENTIFIER
## [17617] UNENCRYPTED_IDENTIFIER
## [17618] UNKN_UNKN
## [17619] UNENCRYPTED_IDENTIFIER
## [17620] UNENCRYPTED_IDENTIFIER
## [17621] UNKN_UNKN
## [17622] UNENCRYPTED_HEALTH
## [17623] UNKN_UNKN
## [17624] UNENCRYPTED_IDENTIFIER
## [17625] UNKN_UNKN
## [17626] UNKN_UNKN
## [17627] UNENCRYPTED_IDENTIFIER
## [17628] UNKN_UNKN
## [17629] UNENCRYPTED_IDENTIFIER
## [17630] UNKN_UNKN
## [17631] UNENCRYPTED_IDENTIFIER
## [17632] UNKN_UNKN
## [17633] UNENCRYPTED_IDENTIFIER
## [17634] UNENCRYPTED_IDENTIFIER
## [17635] UNENCRYPTED_IDENTIFIER
## [17636] UNENCRYPTED_IDENTIFIER
## [17637] UNENCRYPTED_IDENTIFIER
## [17638] UNENCRYPTED_IDENTIFIER
## [17639] UNENCRYPTED_IDENTIFIER
## [17640] UNENCRYPTED_IDENTIFIER
## [17641] UNENCRYPTED_HEALTH
## [17642] UNKN_UNKN
## [17643] UNENCRYPTED_IDENTIFIER
## [17644] UNENCRYPTED_UNKN
## [17645] UNKN_UNKN
## [17646] UNKN_UNKN
## [17647] UNKN_UNKN
## [17648] UNENCRYPTED_IDENTIFIER
## [17649] UNKN_UNKN
## [17650] UNENCRYPTED_IDENTIFIER
## [17651] UNENCRYPTED_IDENTIFIER
## [17652] UNENCRYPTED_IDENTIFIER
## [17653] UNKN_UNKN
## [17654] UNENCRYPTED_IDENTIFIER
## [17655] UNENCRYPTED_IDENTIFIER
## [17656] UNENCRYPTED_IDENTIFIER
## [17657] UNKN_UNKN
## [17658] UNKN_UNKN
## [17659] UNENCRYPTED_IDENTIFIER
## [17660] UNENCRYPTED_IDENTIFIER
## [17661] UNKN_UNKN
## [17662] UNKN_UNKN
## [17663] UNKN_UNKN
## [17664] UNENCRYPTED_IDENTIFIER
## [17665] UNKN_UNKN
## [17666] UNKN_UNKN
## [17667] UNENCRYPTED_IDENTIFIER
## [17668] UNENCRYPTED_IDENTIFIER
## [17669] UNKN_UNKN
## [17670] UNKN_UNKN
## [17671] UNENCRYPTED_IDENTIFIER
## [17672] UNKN_UNKN
## [17673] UNKN_UNKN
## [17674] UNENCRYPTED_IDENTIFIER
## [17675] UNKN_UNKN
## [17676] UNENCRYPTED_IDENTIFIER
## [17677] UNENCRYPTED_IDENTIFIER
## [17678] UNKN_UNKN
## [17679] UNKN_UNKN
## [17680] UNKN_UNKN
## [17681] UNKN_UNKN
## [17682] UNENCRYPTED_IDENTIFIER
## [17683] UNKN_UNKN
## [17684] UNENCRYPTED_IDENTIFIER
## [17685] UNENCRYPTED_IDENTIFIER
## [17686] UNKN_UNKN
## [17687] UNKN_UNKN
## [17688] UNKN_UNKN
## [17689] UNENCRYPTED_IDENTIFIER
## [17690] UNENCRYPTED_IDENTIFIER
## [17691] UNENCRYPTED_IDENTIFIER
## [17692] UNKN_UNKN
## [17693] UNENCRYPTED_IDENTIFIER
## [17694] UNENCRYPTED_IDENTIFIER
## [17695] UNKN_UNKN
## [17696] UNENCRYPTED_IDENTIFIER
## [17697] UNKN_UNKN
## [17698] UNENCRYPTED_IDENTIFIER
## [17699] UNKN_UNKN
## [17700] UNENCRYPTED_IDENTIFIER
## [17701] UNKN_UNKN
## [17702] UNENCRYPTED_IDENTIFIER
## [17703] UNENCRYPTED_HEALTH
## [17704] UNENCRYPTED_IDENTIFIER
## [17705] UNENCRYPTED_IDENTIFIER
## [17706] UNKN_UNKN
## [17707] UNKN_UNKN
## [17708] UNKN_UNKN
## [17709] UNENCRYPTED_IDENTIFIER
## [17710] UNKN_UNKN
## [17711] UNKN_UNKN
## [17712] UNENCRYPTED_IDENTIFIER
## [17713] UNENCRYPTED_UNKN
## [17714] UNENCRYPTED_IDENTIFIER
## [17715] UNKN_UNKN
## [17716] UNENCRYPTED_IDENTIFIER
## [17717] UNKN_UNKN
## [17718] UNENCRYPTED_IDENTIFIER
## [17719] UNENCRYPTED_IDENTIFIER
## [17720] UNKN_UNKN
## [17721] UNKN_UNKN
## [17722] UNKN_UNKN
## [17723] UNKN_UNKN
## [17724] UNKN_UNKN
## [17725] UNENCRYPTED_IDENTIFIER
## [17726] UNKN_UNKN
## [17727] UNKN_UNKN
## [17728] UNENCRYPTED_IDENTIFIER
## [17729] UNKN_UNKN
## [17730] UNKN_UNKN
## [17731] UNENCRYPTED_IDENTIFIER
## [17732] UNKN_UNKN
## [17733] UNENCRYPTED_IDENTIFIER
## [17734] UNKN_UNKN
## [17735] UNKN_UNKN
## [17736] UNENCRYPTED_IDENTIFIER
## [17737] UNKN_UNKN
## [17738] UNENCRYPTED_IDENTIFIER
## [17739] UNKN_UNKN
## [17740] UNENCRYPTED_IDENTIFIER
## [17741] UNENCRYPTED_IDENTIFIER
## [17742] UNENCRYPTED_IDENTIFIER
## [17743] UNKN_UNKN
## [17744] UNKN_UNKN
## [17745] UNKN_UNKN
## [17746] UNENCRYPTED_IDENTIFIER
## [17747] UNKN_UNKN
## [17748] UNKN_UNKN
## [17749] UNENCRYPTED_IDENTIFIER
## [17750] UNKN_UNKN
## [17751] UNENCRYPTED_IDENTIFIER
## [17752] UNKN_UNKN
## [17753] UNENCRYPTED_IDENTIFIER
## [17754] UNKN_UNKN
## [17755] UNKN_UNKN
## [17756] UNENCRYPTED_IDENTIFIER
## [17757] UNKN_UNKN
## [17758] UNENCRYPTED_IDENTIFIER
## [17759] UNENCRYPTED_IDENTIFIER
## [17760] UNKN_UNKN
## [17761] UNKN_UNKN
## [17762] UNKN_UNKN
## [17763] UNENCRYPTED_IDENTIFIER
## [17764] UNENCRYPTED_UNKN
## [17765] UNENCRYPTED_IDENTIFIER
## [17766] UNKN_UNKN
## [17767] UNKN_UNKN
## [17768] UNENCRYPTED_IDENTIFIER
## [17769] UNENCRYPTED_IDENTIFIER
## [17770] UNKN_UNKN
## [17771] UNENCRYPTED_IDENTIFIER
## [17772] UNENCRYPTED_IDENTIFIER
## [17773] UNKN_UNKN
## [17774] UNKN_UNKN
## [17775] UNENCRYPTED_IDENTIFIER
## [17776] UNKN_UNKN
## [17777] UNENCRYPTED_IDENTIFIER
## [17778] UNKN_UNKN
## [17779] UNKN_UNKN
## [17780] UNENCRYPTED_HEALTH
## [17781] UNENCRYPTED_IDENTIFIER
## [17782] UNENCRYPTED_UNKN
## [17783] UNENCRYPTED_IDENTIFIER
## [17784] UNKN_UNKN
## [17785] UNKN_UNKN
## [17786] UNKN_UNKN
## [17787] UNENCRYPTED_IDENTIFIER
## [17788] UNKN_UNKN
## [17789] UNENCRYPTED_IDENTIFIER
## [17790] UNKN_UNKN
## [17791] UNENCRYPTED_IDENTIFIER
## [17792] UNKN_UNKN
## [17793] UNENCRYPTED_IDENTIFIER
## [17794] UNENCRYPTED_SENSITIVE-LOGIN
## [17795] UNKN_UNKN
## [17796] UNKN_UNKN
## [17797] UNENCRYPTED_IDENTIFIER
## [17798] UNENCRYPTED_IDENTIFIER
## [17799] UNENCRYPTED_IDENTIFIER
## [17800] UNKN_UNKN
## [17801] UNKN_UNKN
## [17802] UNKN_UNKN
## [17803] UNENCRYPTED_UNKN
## [17804] UNENCRYPTED_IDENTIFIER
## [17805] UNKN_UNKN
## [17806] UNKN_HEALTH
## [17807] UNKN_UNKN
## [17808] UNENCRYPTED_IDENTIFIER
## [17809] UNKN_UNKN
## [17810] UNENCRYPTED_SENSITIVE-LOGIN
## [17811] UNENCRYPTED_IDENTIFIER
## [17812] UNENCRYPTED_IDENTIFIER
## [17813] UNKN_UNKN
## [17814] UNKN_UNKN
## [17815] UNKN_UNKN
## [17816] UNKN_UNKN
## [17817] UNKN_UNKN
## [17818] UNENCRYPTED_IDENTIFIER
## [17819] UNENCRYPTED_IDENTIFIER
## [17820] UNENCRYPTED_IDENTIFIER
## [17821] UNKN_UNKN
## [17822] UNENCRYPTED_HEALTH
## [17823] UNKN_UNKN
## [17824] UNKN_UNKN
## [17825] UNENCRYPTED_IDENTIFIER
## [17826] UNKN_UNKN
## [17827] UNKN_UNKN
## [17828] UNKN_UNKN
## [17829] UNKN_UNKN
## [17830] UNKN_UNKN
## [17831] UNKN_UNKN
## [17832] UNENCRYPTED_IDENTIFIER
## [17833] UNENCRYPTED_IDENTIFIER
## [17834] UNKN_UNKN
## [17835] UNKN_UNKN
## [17836] UNKN_UNKN
## [17837] UNENCRYPTED_IDENTIFIER
## [17838] UNENCRYPTED_IDENTIFIER
## [17839] UNENCRYPTED_IDENTIFIER
## [17840] UNENCRYPTED_IDENTIFIER
## [17841] UNKN_UNKN
## [17842] UNENCRYPTED_UNKN
## [17843] UNENCRYPTED_HEALTH
## [17844] UNENCRYPTED_IDENTIFIER
## [17845] UNKN_UNKN
## [17846] UNKN_UNKN
## [17847] UNENCRYPTED_IDENTIFIER
## [17848] UNKN_UNKN
## [17849] UNENCRYPTED_UNKN
## [17850] UNENCRYPTED_IDENTIFIER
## [17851] UNKN_UNKN
## [17852] UNENCRYPTED_IDENTIFIER
## [17853] UNENCRYPTED_SENSITIVE-LOGIN
## [17854] UNKN_UNKN
## [17855] UNKN_UNKN
## [17856] UNENCRYPTED_IDENTIFIER
## [17857] UNKN_UNKN
## [17858] UNENCRYPTED_IDENTIFIER
## [17859] UNKN_UNKN
## [17860] UNENCRYPTED_IDENTIFIER
## [17861] UNENCRYPTED_IDENTIFIER
## [17862] UNENCRYPTED_IDENTIFIER
## [17863] UNENCRYPTED_IDENTIFIER
## [17864] UNENCRYPTED_IDENTIFIER
## [17865] UNKN_UNKN
## [17866] UNKN_UNKN
## [17867] UNENCRYPTED_IDENTIFIER
## [17868] UNENCRYPTED_IDENTIFIER
## [17869] UNENCRYPTED_IDENTIFIER
## [17870] UNENCRYPTED_IDENTIFIER
## [17871] UNKN_UNKN
## [17872] UNKN_UNKN
## [17873] UNKN_UNKN
## [17874] UNENCRYPTED_IDENTIFIER
## [17875] UNENCRYPTED_IDENTIFIER
## [17876] UNENCRYPTED_IDENTIFIER
## [17877] UNKN_UNKN
## [17878] UNKN_UNKN
## [17879] UNENCRYPTED_HEALTH
## [17880] UNENCRYPTED_IDENTIFIER
## [17881] UNKN_UNKN
## [17882] UNKN_UNKN
## [17883] UNENCRYPTED_IDENTIFIER
## [17884] UNENCRYPTED_IDENTIFIER
## [17885] UNENCRYPTED_HEALTH
## [17886] UNENCRYPTED_UNKN
## [17887] UNENCRYPTED_IDENTIFIER
## [17888] UNENCRYPTED_HEALTH
## [17889] UNENCRYPTED_IDENTIFIER
## [17890] UNKN_UNKN
## [17891] UNENCRYPTED_IDENTIFIER
## [17892] UNKN_UNKN
## [17893] UNKN_UNKN
## [17894] UNKN_UNKN
## [17895] UNENCRYPTED_IDENTIFIER
## [17896] UNENCRYPTED_IDENTIFIER
## [17897] UNENCRYPTED_IDENTIFIER
## [17898] UNENCRYPTED_IDENTIFIER
## [17899] UNENCRYPTED_IDENTIFIER
## [17900] UNKN_UNKN
## [17901] UNENCRYPTED_IDENTIFIER
## [17902] UNENCRYPTED_IDENTIFIER
## [17903] UNENCRYPTED_IDENTIFIER
## [17904] UNKN_UNKN
## [17905] UNENCRYPTED_IDENTIFIER
## [17906] UNENCRYPTED_IDENTIFIER
## [17907] UNENCRYPTED_IDENTIFIER
## [17908] UNENCRYPTED_IDENTIFIER
## [17909] UNKN_UNKN
## [17910] UNKN_UNKN
## [17911] UNKN_UNKN
## [17912] UNENCRYPTED_UNKN
## [17913] UNKN_UNKN
## [17914] UNENCRYPTED_IDENTIFIER
## [17915] UNKN_UNKN
## [17916] UNKN_UNKN
## [17917] UNKN_UNKN
## [17918] UNENCRYPTED_IDENTIFIER
## [17919] UNENCRYPTED_IDENTIFIER
## [17920] UNENCRYPTED_IDENTIFIER
## [17921] UNENCRYPTED_IDENTIFIER
## [17922] UNENCRYPTED_IDENTIFIER
## [17923] UNENCRYPTED_IDENTIFIER
## [17924] UNENCRYPTED_IDENTIFIER
## [17925] UNENCRYPTED_IDENTIFIER
## [17926] UNKN_UNKN
## [17927] UNKN_UNKN
## [17928] UNKN_UNKN
## [17929] UNKN_UNKN
## [17930] UNKN_UNKN
## [17931] UNKN_UNKN
## [17932] UNENCRYPTED_IDENTIFIER
## [17933] UNKN_UNKN
## [17934] UNKN_UNKN
## [17935] UNKN_UNKN
## [17936] UNENCRYPTED_IDENTIFIER
## [17937] UNKN_UNKN
## [17938] UNKN_UNKN
## [17939] UNENCRYPTED_IDENTIFIER
## [17940] UNKN_UNKN
## [17941] UNENCRYPTED_IDENTIFIER
## [17942] UNKN_UNKN
## [17943] UNKN_UNKN
## [17944] UNENCRYPTED_IDENTIFIER
## [17945] UNENCRYPTED_IDENTIFIER
## [17946] UNKN_UNKN
## [17947] UNENCRYPTED_IDENTIFIER
## [17948] UNKN_UNKN
## [17949] UNENCRYPTED_IDENTIFIER
## [17950] UNKN_UNKN
## [17951] UNENCRYPTED_IDENTIFIER
## [17952] UNENCRYPTED_IDENTIFIER
## [17953] UNENCRYPTED_IDENTIFIER
## [17954] UNKN_UNKN
## [17955] UNKN_UNKN
## [17956] UNKN_UNKN
## [17957] UNKN_UNKN
## [17958] UNKN_UNKN
## [17959] UNENCRYPTED_UNKN
## [17960] UNKN_UNKN
## [17961] UNKN_UNKN
## [17962] UNENCRYPTED_IDENTIFIER
## [17963] UNENCRYPTED_IDENTIFIER
## [17964] UNENCRYPTED_IDENTIFIER
## [17965] UNKN_UNKN
## [17966] UNENCRYPTED_IDENTIFIER
## [17967] UNENCRYPTED_IDENTIFIER
## [17968] ENCRYPTED_IDENTIFIER
## [17969] UNKN_UNKN
## [17970] UNKN_UNKN
## [17971] UNENCRYPTED_IDENTIFIER
## [17972] UNKN_UNKN
## [17973] UNENCRYPTED_IDENTIFIER
## [17974] UNENCRYPTED_IDENTIFIER
## [17975] UNENCRYPTED_IDENTIFIER
## [17976] UNKN_UNKN
## [17977] UNENCRYPTED_IDENTIFIER
## [17978] UNKN_UNKN
## [17979] UNKN_UNKN
## [17980] UNENCRYPTED_IDENTIFIER
## [17981] UNKN_UNKN
## [17982] UNENCRYPTED_IDENTIFIER
## [17983] UNKN_UNKN
## [17984] UNKN_UNKN
## [17985] UNENCRYPTED_IDENTIFIER
## [17986] UNKN_UNKN
## [17987] UNKN_UNKN
## [17988] UNKN_UNKN
## [17989] UNENCRYPTED_IDENTIFIER
## [17990] UNKN_UNKN
## [17991] UNKN_UNKN
## [17992] UNKN_UNKN
## [17993] UNENCRYPTED_IDENTIFIER
## [17994] UNENCRYPTED_HEALTH
## [17995] UNENCRYPTED_IDENTIFIER
## [17996] UNENCRYPTED_IDENTIFIER
## [17997] UNKN_UNKN
## [17998] UNENCRYPTED_IDENTIFIER
## [17999] UNKN_UNKN
## [18000] UNKN_UNKN
## [18001] UNKN_UNKN
## [18002] UNKN_UNKN
## [18003] UNENCRYPTED_IDENTIFIER
## [18004] UNKN_UNKN
## [18005] UNENCRYPTED_IDENTIFIER
## [18006] UNENCRYPTED_IDENTIFIER
## [18007] UNKN_UNKN
## [18008] UNENCRYPTED_UNKN
## [18009] UNENCRYPTED_IDENTIFIER
## [18010] UNENCRYPTED_IDENTIFIER
## [18011] UNKN_UNKN
## [18012] UNKN_UNKN
## [18013] UNKN_UNKN
## [18014] UNENCRYPTED_IDENTIFIER
## [18015] UNENCRYPTED_IDENTIFIER
## [18016] UNENCRYPTED_IDENTIFIER
## [18017] UNKN_UNKN
## [18018] UNENCRYPTED_IDENTIFIER
## [18019] UNKN_UNKN
## [18020] UNENCRYPTED_IDENTIFIER
## [18021] UNKN_UNKN
## [18022] UNKN_UNKN
## [18023] UNKN_UNKN
## [18024] UNENCRYPTED_IDENTIFIER
## [18025] UNENCRYPTED_IDENTIFIER
## [18026] UNKN_UNKN
## [18027] UNKN_UNKN
## [18028] UNENCRYPTED_IDENTIFIER
## [18029] UNKN_UNKN
## [18030] UNKN_UNKN
## [18031] UNENCRYPTED_IDENTIFIER
## [18032] UNENCRYPTED_IDENTIFIER
## [18033] UNENCRYPTED_IDENTIFIER
## [18034] UNKN_UNKN
## [18035] UNKN_UNKN
## [18036] UNKN_UNKN
## [18037] UNKN_UNKN
## [18038] UNENCRYPTED_IDENTIFIER
## [18039] UNKN_UNKN
## [18040] UNKN_UNKN
## [18041] UNKN_UNKN
## [18042] UNKN_UNKN
## [18043] UNKN_UNKN
## [18044] UNENCRYPTED_IDENTIFIER
## [18045] UNKN_UNKN
## [18046] UNENCRYPTED_IDENTIFIER
## [18047] UNENCRYPTED_IDENTIFIER
## [18048] UNKN_UNKN
## [18049] UNENCRYPTED_IDENTIFIER
## [18050] UNENCRYPTED_IDENTIFIER
## [18051] UNKN_UNKN
## [18052] UNENCRYPTED_HEALTH
## [18053] UNENCRYPTED_IDENTIFIER
## [18054] UNENCRYPTED_IDENTIFIER
## [18055] UNENCRYPTED_IDENTIFIER
## [18056] UNENCRYPTED_IDENTIFIER
## [18057] UNENCRYPTED_IDENTIFIER
## [18058] UNKN_UNKN
## [18059] UNENCRYPTED_IDENTIFIER
## [18060] UNKN_UNKN
## [18061] UNKN_UNKN
## [18062] UNKN_UNKN
## [18063] UNENCRYPTED_HEALTH
## [18064] UNKN_UNKN
## [18065] UNKN_UNKN
## [18066] UNENCRYPTED_SENSITIVE-LOGIN
## [18067] UNKN_UNKN
## [18068] UNKN_UNKN
## [18069] UNKN_UNKN
## [18070] UNENCRYPTED_IDENTIFIER
## [18071] UNENCRYPTED_IDENTIFIER
## [18072] UNKN_UNKN
## [18073] UNKN_UNKN
## [18074] UNKN_UNKN
## [18075] UNENCRYPTED_IDENTIFIER
## [18076] UNENCRYPTED_IDENTIFIER
## [18077] UNENCRYPTED_IDENTIFIER
## [18078] UNKN_UNKN
## [18079] UNKN_UNKN
## [18080] UNENCRYPTED_IDENTIFIER
## [18081] UNKN_UNKN
## [18082] UNKN_UNKN
## [18083] UNENCRYPTED_IDENTIFIER
## [18084] ENCRYPTED_IDENTIFIER
## [18085] UNKN_UNKN
## [18086] UNENCRYPTED_IDENTIFIER
## [18087] UNENCRYPTED_IDENTIFIER
## [18088] UNKN_UNKN
## [18089] UNENCRYPTED_IDENTIFIER
## [18090] UNKN_UNKN
## [18091] UNKN_UNKN
## [18092] UNKN_UNKN
## [18093] UNKN_UNKN
## [18094] UNKN_UNKN
## [18095] UNKN_UNKN
## [18096] UNENCRYPTED_IDENTIFIER
## [18097] UNENCRYPTED_IDENTIFIER
## [18098] UNENCRYPTED_IDENTIFIER
## [18099] UNENCRYPTED_IDENTIFIER
## [18100] UNKN_UNKN
## [18101] UNENCRYPTED_IDENTIFIER
## [18102] UNENCRYPTED_IDENTIFIER
## [18103] UNKN_UNKN
## [18104] UNENCRYPTED_IDENTIFIER
## [18105] UNENCRYPTED_IDENTIFIER
## [18106] UNKN_UNKN
## [18107] UNENCRYPTED_IDENTIFIER
## [18108] UNENCRYPTED_IDENTIFIER
## [18109] UNKN_UNKN
## [18110] UNKN_UNKN
## [18111] UNKN_UNKN
## [18112] UNKN_UNKN
## [18113] UNKN_UNKN
## [18114] UNKN_UNKN
## [18115] UNENCRYPTED_IDENTIFIER
## [18116] UNENCRYPTED_IDENTIFIER
## [18117] UNKN_UNKN
## [18118] UNKN_UNKN
## [18119] UNKN_UNKN
## [18120] UNKN_UNKN
## [18121] UNENCRYPTED_IDENTIFIER
## [18122] UNENCRYPTED_IDENTIFIER
## [18123] UNKN_UNKN
## [18124] UNKN_UNKN
## [18125] UNKN_UNKN
## [18126] UNENCRYPTED_IDENTIFIER
## [18127] UNENCRYPTED_IDENTIFIER
## [18128] UNENCRYPTED_IDENTIFIER
## [18129] UNKN_UNKN
## [18130] UNENCRYPTED_IDENTIFIER
## [18131] UNKN_UNKN
## [18132] UNKN_UNKN
## [18133] UNENCRYPTED_IDENTIFIER
## [18134] UNENCRYPTED_IDENTIFIER
## [18135] UNKN_UNKN
## [18136] UNENCRYPTED_IDENTIFIER
## [18137] UNENCRYPTED_IDENTIFIER
## [18138] UNENCRYPTED_IDENTIFIER
## [18139] UNKN_UNKN
## [18140] UNKN_UNKN
## [18141] UNKN_UNKN
## [18142] UNENCRYPTED_IDENTIFIER
## [18143] UNENCRYPTED_HEALTH
## [18144] UNKN_UNKN
## [18145] UNKN_UNKN
## [18146] UNENCRYPTED_IDENTIFIER
## [18147] UNKN_UNKN
## [18148] UNENCRYPTED_IDENTIFIER
## [18149] UNENCRYPTED_IDENTIFIER
## [18150] UNKN_UNKN
## [18151] UNENCRYPTED_IDENTIFIER
## [18152] UNKN_UNKN
## [18153] UNENCRYPTED_UNKN
## [18154] UNENCRYPTED_IDENTIFIER
## [18155] UNKN_UNKN
## [18156] UNENCRYPTED_IDENTIFIER
## [18157] UNKN_UNKN
## [18158] UNENCRYPTED_IDENTIFIER
## [18159] UNENCRYPTED_IDENTIFIER
## [18160] UNENCRYPTED_IDENTIFIER
## [18161] UNKN_UNKN
## [18162] UNKN_UNKN
## [18163] UNENCRYPTED_IDENTIFIER
## [18164] UNKN_UNKN
## [18165] UNENCRYPTED_IDENTIFIER
## [18166] UNKN_UNKN
## [18167] UNKN_UNKN
## [18168] UNKN_UNKN
## [18169] UNENCRYPTED_IDENTIFIER
## [18170] UNKN_UNKN
## [18171] UNKN_UNKN
## [18172] UNKN_UNKN
## [18173] UNKN_UNKN
## [18174] UNENCRYPTED_IDENTIFIER
## [18175] UNENCRYPTED_IDENTIFIER
## [18176] UNENCRYPTED_IDENTIFIER
## [18177] UNENCRYPTED_SENSITIVE-GOV
## [18178] UNKN_UNKN
## [18179] UNENCRYPTED_IDENTIFIER
## [18180] UNENCRYPTED_IDENTIFIER
## [18181] UNENCRYPTED_IDENTIFIER
## [18182] UNENCRYPTED_IDENTIFIER
## [18183] UNKN_UNKN
## [18184] UNKN_UNKN
## [18185] UNENCRYPTED_IDENTIFIER
## [18186] UNKN_UNKN
## [18187] UNENCRYPTED_IDENTIFIER
## [18188] UNKN_UNKN
## [18189] UNENCRYPTED_IDENTIFIER
## [18190] UNKN_UNKN
## [18191] UNENCRYPTED_IDENTIFIER
## [18192] UNENCRYPTED_IDENTIFIER
## [18193] UNENCRYPTED_IDENTIFIER
## [18194] UNENCRYPTED_IDENTIFIER
## [18195] UNKN_UNKN
## [18196] UNENCRYPTED_IDENTIFIER
## [18197] UNKN_UNKN
## [18198] UNKN_UNKN
## [18199] UNKN_UNKN
## [18200] UNENCRYPTED_IDENTIFIER
## [18201] UNKN_UNKN
## [18202] UNENCRYPTED_IDENTIFIER
## [18203] UNKN_UNKN
## [18204] UNENCRYPTED_IDENTIFIER
## [18205] UNKN_UNKN
## [18206] ENCRYPTED-WITH-DECRYPTIONKEY_HEALTH
## [18207] UNENCRYPTED_IDENTIFIER
## [18208] UNKN_UNKN
## [18209] UNENCRYPTED_IDENTIFIER
## [18210] UNKN_UNKN
## [18211] UNKN_UNKN
## [18212] UNENCRYPTED_IDENTIFIER
## [18213] UNKN_UNKN
## [18214] UNENCRYPTED_IDENTIFIER
## [18215] UNKN_UNKN
## [18216] UNENCRYPTED_SENSITIVE-GOV
## [18217] UNKN_UNKN
## [18218] UNENCRYPTED_IDENTIFIER
## [18219] UNENCRYPTED_IDENTIFIER
## [18220] UNKN_UNKN
## [18221] UNENCRYPTED_IDENTIFIER
## [18222] UNENCRYPTED_IDENTIFIER
## [18223] UNKN_UNKN
## [18224] UNENCRYPTED_IDENTIFIER
## [18225] UNENCRYPTED_IDENTIFIER
## [18226] UNENCRYPTED_IDENTIFIER
## [18227] UNENCRYPTED_IDENTIFIER
## [18228] UNKN_UNKN
## [18229] UNKN_UNKN
## [18230] UNKN_UNKN
## [18231] UNKN_UNKN
## [18232] UNENCRYPTED_IDENTIFIER
## [18233] UNENCRYPTED_IDENTIFIER
## [18234] UNKN_UNKN
## [18235] UNKN_UNKN
## [18236] UNKN_UNKN
## [18237] UNKN_UNKN
## [18238] UNKN_UNKN
## [18239] UNENCRYPTED_IDENTIFIER
## [18240] UNKN_UNKN
## [18241] UNENCRYPTED_IDENTIFIER
## [18242] UNENCRYPTED_IDENTIFIER
## [18243] UNENCRYPTED_IDENTIFIER
## [18244] UNENCRYPTED_IDENTIFIER
## [18245] UNENCRYPTED_IDENTIFIER
## [18246] UNENCRYPTED_IDENTIFIER
## [18247] UNKN_UNKN
## [18248] UNENCRYPTED_IDENTIFIER
## [18249] UNKN_UNKN
## [18250] UNENCRYPTED_IDENTIFIER
## [18251] UNENCRYPTED_IDENTIFIER
## [18252] UNKN_UNKN
## [18253] UNENCRYPTED_IDENTIFIER
## [18254] UNENCRYPTED_IDENTIFIER
## [18255] UNENCRYPTED_IDENTIFIER
## [18256] UNKN_UNKN
## [18257] UNKN_UNKN
## [18258] UNENCRYPTED_IDENTIFIER
## [18259] UNENCRYPTED_IDENTIFIER
## [18260] UNKN_UNKN
## [18261] UNKN_UNKN
## [18262] UNKN_UNKN
## [18263] UNKN_UNKN
## [18264] UNENCRYPTED_IDENTIFIER
## [18265] UNKN_UNKN
## [18266] UNKN_UNKN
## [18267] UNKN_UNKN
## [18268] UNENCRYPTED_IDENTIFIER
## [18269] UNKN_UNKN
## [18270] UNKN_UNKN
## [18271] UNENCRYPTED_IDENTIFIER
## [18272] UNENCRYPTED_HEALTH
## [18273] UNKN_UNKN
## [18274] UNKN_UNKN
## [18275] UNENCRYPTED_IDENTIFIER
## [18276] UNENCRYPTED_IDENTIFIER
## [18277] UNENCRYPTED_IDENTIFIER
## [18278] UNENCRYPTED_IDENTIFIER
## [18279] UNKN_UNKN
## [18280] UNKN_UNKN
## [18281] UNENCRYPTED_IDENTIFIER
## [18282] UNENCRYPTED_IDENTIFIER
## [18283] UNKN_UNKN
## [18284] UNENCRYPTED_UNKN
## [18285] UNKN_UNKN
## [18286] UNKN_UNKN
## [18287] UNKN_UNKN
## [18288] UNKN_UNKN
## [18289] UNKN_UNKN
## [18290] UNENCRYPTED_IDENTIFIER
## [18291] UNKN_UNKN
## [18292] UNENCRYPTED_IDENTIFIER
## [18293] ENCRYPTED_IDENTIFIER
## [18294] UNENCRYPTED_IDENTIFIER
## [18295] UNKN_UNKN
## [18296] UNKN_UNKN
## [18297] UNKN_UNKN
## [18298] UNKN_UNKN
## [18299] UNENCRYPTED_IDENTIFIER
## [18300] UNENCRYPTED_IDENTIFIER
## [18301] UNENCRYPTED_SENSITIVE-GOV
## [18302] UNKN_UNKN
## [18303] UNENCRYPTED_UNKN
## [18304] UNENCRYPTED_IDENTIFIER
## [18305] UNKN_UNKN
## [18306] UNENCRYPTED_IDENTIFIER
## [18307] UNENCRYPTED_SENSITIVE-LOGIN
## [18308] UNENCRYPTED_IDENTIFIER
## [18309] UNKN_UNKN
## [18310] UNENCRYPTED_IDENTIFIER
## [18311] UNKN_UNKN
## [18312] UNKN_UNKN
## [18313] UNKN_UNKN
## [18314] UNKN_UNKN
## [18315] UNKN_UNKN
## [18316] UNENCRYPTED_IDENTIFIER
## [18317] UNKN_UNKN
## [18318] UNKN_UNKN
## [18319] UNENCRYPTED_IDENTIFIER
## [18320] UNENCRYPTED_IDENTIFIER
## [18321] UNENCRYPTED_IDENTIFIER
## [18322] UNKN_UNKN
## [18323] UNKN_UNKN
## [18324] UNKN_UNKN
## [18325] UNKN_UNKN
## [18326] UNKN_UNKN
## [18327] UNENCRYPTED_IDENTIFIER
## [18328] UNKN_UNKN
## [18329] UNKN_UNKN
## [18330] UNKN_UNKN
## [18331] UNENCRYPTED_IDENTIFIER
## [18332] UNKN_UNKN
## [18333] UNENCRYPTED_IDENTIFIER
## [18334] UNENCRYPTED_IDENTIFIER
## [18335] UNENCRYPTED_IDENTIFIER
## [18336] UNENCRYPTED_IDENTIFIER
## [18337] UNKN_UNKN
## [18338] UNKN_UNKN
## [18339] UNENCRYPTED_IDENTIFIER
## [18340] UNKN_UNKN
## [18341] UNKN_UNKN
## [18342] UNKN_UNKN
## [18343] UNENCRYPTED_IDENTIFIER
## [18344] UNENCRYPTED_IDENTIFIER
## [18345] UNENCRYPTED_IDENTIFIER
## [18346] UNENCRYPTED_IDENTIFIER
## [18347] UNKN_UNKN
## [18348] UNENCRYPTED_HEALTH
## [18349] UNENCRYPTED_IDENTIFIER
## [18350] UNENCRYPTED_IDENTIFIER
## [18351] UNKN_UNKN
## [18352] UNKN_UNKN
## [18353] UNENCRYPTED_IDENTIFIER
## [18354] UNKN_UNKN
## [18355] UNKN_UNKN
## [18356] UNKN_UNKN
## [18357] UNENCRYPTED_IDENTIFIER
## [18358] UNENCRYPTED_IDENTIFIER
## [18359] UNKN_UNKN
## [18360] UNKN_UNKN
## [18361] UNENCRYPTED_HEALTH
## [18362] UNKN_UNKN
## [18363] ENCRYPTED_IDENTIFIER
## [18364] UNKN_UNKN
## [18365] UNKN_UNKN
## [18366] UNKN_UNKN
## [18367] UNENCRYPTED_IDENTIFIER
## [18368] UNENCRYPTED_IDENTIFIER
## [18369] UNENCRYPTED_IDENTIFIER
## [18370] UNKN_UNKN
## [18371] UNKN_UNKN
## [18372] UNENCRYPTED_IDENTIFIER
## [18373] UNKN_UNKN
## [18374] UNENCRYPTED_IDENTIFIER
## [18375] UNKN_UNKN
## [18376] UNKN_UNKN
## [18377] UNKN_UNKN
## [18378] UNENCRYPTED_IDENTIFIER
## [18379] UNKN_UNKN
## [18380] UNENCRYPTED_IDENTIFIER
## [18381] UNKN_UNKN
## [18382] UNKN_UNKN
## [18383] UNKN_UNKN
## [18384] UNKN_UNKN
## [18385] UNKN_UNKN
## [18386] UNKN_UNKN
## [18387] UNKN_UNKN
## [18388] UNKN_UNKN
## [18389] UNENCRYPTED_IDENTIFIER
## [18390] UNENCRYPTED_IDENTIFIER
## [18391] UNKN_UNKN
## [18392] UNENCRYPTED_IDENTIFIER
## [18393] UNKN_UNKN
## [18394] UNKN_UNKN
## [18395] UNKN_UNKN
## [18396] UNKN_UNKN
## [18397] UNKN_UNKN
## [18398] UNENCRYPTED_IDENTIFIER
## [18399] UNENCRYPTED_IDENTIFIER
## [18400] UNKN_UNKN
## [18401] UNKN_UNKN
## [18402] UNENCRYPTED_IDENTIFIER
## [18403] UNENCRYPTED_IDENTIFIER
## [18404] UNKN_UNKN
## [18405] UNKN_UNKN
## [18406] UNKN_UNKN
## [18407] UNKN_UNKN
## [18408] UNKN_UNKN
## [18409] UNKN_UNKN
## [18410] UNKN_UNKN
## [18411] UNENCRYPTED_IDENTIFIER
## [18412] UNENCRYPTED_IDENTIFIER
## [18413] UNENCRYPTED_IDENTIFIER
## [18414] UNKN_UNKN
## [18415] UNKN_UNKN
## [18416] UNENCRYPTED_IDENTIFIER
## [18417] UNENCRYPTED_SENSITIVE-LOGIN
## [18418] UNKN_UNKN
## [18419] UNKN_UNKN
## [18420] UNKN_UNKN
## [18421] UNENCRYPTED_SENSITIVE-GOV
## [18422] UNENCRYPTED_IDENTIFIER
## [18423] UNKN_UNKN
## [18424] UNENCRYPTED_IDENTIFIER
## [18425] UNENCRYPTED_IDENTIFIER
## [18426] UNENCRYPTED_IDENTIFIER
## [18427] UNKN_UNKN
## [18428] UNKN_UNKN
## [18429] UNENCRYPTED_IDENTIFIER
## [18430] UNKN_UNKN
## [18431] UNKN_UNKN
## [18432] UNENCRYPTED_IDENTIFIER
## [18433] UNENCRYPTED_IDENTIFIER
## [18434] UNKN_UNKN
## [18435] UNKN_UNKN
## [18436] UNKN_UNKN
## [18437] UNENCRYPTED_IDENTIFIER
## [18438] UNENCRYPTED_IDENTIFIER
## [18439] UNKN_UNKN
## [18440] UNENCRYPTED_IDENTIFIER
## [18441] UNENCRYPTED_IDENTIFIER
## [18442] UNENCRYPTED_IDENTIFIER
## [18443] UNENCRYPTED_HEALTH
## [18444] UNKN_UNKN
## [18445] UNKN_UNKN
## [18446] UNKN_UNKN
## [18447] UNKN_UNKN
## [18448] UNKN_UNKN
## [18449] UNKN_UNKN
## [18450] UNENCRYPTED_IDENTIFIER
## [18451] UNKN_UNKN
## [18452] UNKN_UNKN
## [18453] UNKN_UNKN
## [18454] UNENCRYPTED_IDENTIFIER
## [18455] UNKN_UNKN
## [18456] UNKN_UNKN
## [18457] UNENCRYPTED_IDENTIFIER
## [18458] UNKN_UNKN
## [18459] UNKN_UNKN
## [18460] UNENCRYPTED_IDENTIFIER
## [18461] UNENCRYPTED_IDENTIFIER
## [18462] UNENCRYPTED_IDENTIFIER
## [18463] UNENCRYPTED_IDENTIFIER
## [18464] UNENCRYPTED_IDENTIFIER
## [18465] UNKN_UNKN
## [18466] UNENCRYPTED_IDENTIFIER
## [18467] UNENCRYPTED_IDENTIFIER
## [18468] UNENCRYPTED_IDENTIFIER
## [18469] UNKN_UNKN
## [18470] UNKN_UNKN
## [18471] UNENCRYPTED_IDENTIFIER
## [18472] UNKN_UNKN
## [18473] UNENCRYPTED_IDENTIFIER
## [18474] UNENCRYPTED_IDENTIFIER
## [18475] UNENCRYPTED_UNKN
## [18476] UNENCRYPTED_IDENTIFIER
## [18477] UNENCRYPTED_IDENTIFIER
## [18478] UNKN_UNKN
## [18479] UNKN_UNKN
## [18480] UNKN_UNKN
## [18481] UNKN_UNKN
## [18482] UNKN_UNKN
## [18483] UNKN_UNKN
## [18484] UNENCRYPTED_IDENTIFIER
## [18485] UNKN_UNKN
## [18486] UNENCRYPTED_IDENTIFIER
## [18487] UNENCRYPTED_IDENTIFIER
## [18488] UNKN_UNKN
## [18489] UNKN_UNKN
## [18490] UNKN_UNKN
## [18491] UNKN_UNKN
## [18492] UNKN_UNKN
## [18493] UNENCRYPTED_UNKN
## [18494] UNKN_UNKN
## [18495] UNKN_UNKN
## [18496] UNENCRYPTED_IDENTIFIER
## [18497] UNENCRYPTED_IDENTIFIER
## [18498] UNKN_UNKN
## [18499] UNENCRYPTED_HEALTH
## [18500] UNKN_UNKN
## [18501] UNENCRYPTED_IDENTIFIER
## [18502] UNKN_UNKN
## [18503] UNKN_UNKN
## [18504] UNKN_UNKN
## [18505] UNENCRYPTED_HEALTH
## [18506] UNENCRYPTED_IDENTIFIER
## [18507] UNENCRYPTED_EMPLOYMENT
## [18508] UNKN_UNKN
## [18509] UNENCRYPTED_IDENTIFIER
## [18510] UNKN_UNKN
## [18511] UNKN_UNKN
## [18512] UNKN_UNKN
## [18513] UNKN_UNKN
## [18514] UNKN_UNKN
## [18515] UNENCRYPTED_IDENTIFIER
## [18516] UNKN_UNKN
## [18517] UNKN_UNKN
## [18518] UNKN_UNKN
## [18519] UNKN_UNKN
## [18520] UNKN_UNKN
## [18521] UNENCRYPTED_IDENTIFIER
## [18522] UNENCRYPTED_IDENTIFIER
## [18523] UNENCRYPTED_IDENTIFIER
## [18524] UNENCRYPTED_IDENTIFIER
## [18525] UNKN_UNKN
## [18526] UNENCRYPTED_IDENTIFIER
## [18527] UNKN_UNKN
## [18528] UNKN_UNKN
## [18529] UNENCRYPTED_IDENTIFIER
## [18530] UNENCRYPTED_IDENTIFIER
## [18531] UNKN_UNKN
## [18532] UNENCRYPTED_IDENTIFIER
## [18533] UNKN_UNKN
## [18534] UNKN_UNKN
## [18535] UNENCRYPTED_IDENTIFIER
## [18536] UNKN_UNKN
## [18537] UNKN_UNKN
## [18538] UNKN_UNKN
## [18539] UNKN_UNKN
## [18540] UNENCRYPTED_SENSITIVE-LOGIN
## [18541] UNKN_UNKN
## [18542] UNKN_UNKN
## [18543] UNKN_UNKN
## [18544] UNENCRYPTED_IDENTIFIER
## [18545] UNENCRYPTED_IDENTIFIER
## [18546] UNENCRYPTED_IDENTIFIER
## [18547] UNKN_UNKN
## [18548] UNENCRYPTED_IDENTIFIER
## [18549] UNKN_UNKN
## [18550] UNENCRYPTED_IDENTIFIER
## [18551] UNENCRYPTED_UNKN
## [18552] UNKN_UNKN
## [18553] UNENCRYPTED_IDENTIFIER
## [18554] UNENCRYPTED_IDENTIFIER
## [18555] UNENCRYPTED_IDENTIFIER
## [18556] UNKN_UNKN
## [18557] UNENCRYPTED_IDENTIFIER
## [18558] UNENCRYPTED_IDENTIFIER
## [18559] UNENCRYPTED_IDENTIFIER
## [18560] UNKN_UNKN
## [18561] UNKN_UNKN
## [18562] UNENCRYPTED_IDENTIFIER
## [18563] UNKN_UNKN
## [18564] UNKN_UNKN
## [18565] UNENCRYPTED_IDENTIFIER
## [18566] UNENCRYPTED_IDENTIFIER
## [18567] UNENCRYPTED_SENSITIVE-LOGIN
## [18568] UNKN_UNKN
## [18569] UNKN_UNKN
## [18570] UNKN_UNKN
## [18571] UNKN_UNKN
## [18572] UNENCRYPTED_SENSITIVE-LOGIN
## [18573] UNENCRYPTED_IDENTIFIER
## [18574] UNKN_UNKN
## [18575] UNKN_UNKN
## [18576] UNKN_UNKN
## [18577] UNKN_UNKN
## [18578] UNENCRYPTED_IDENTIFIER
## [18579] UNKN_UNKN
## [18580] UNENCRYPTED_IDENTIFIER
## [18581] UNENCRYPTED_IDENTIFIER
## [18582] UNKN_UNKN
## [18583] UNENCRYPTED_IDENTIFIER
## [18584] UNENCRYPTED_IDENTIFIER
## [18585] UNKN_UNKN
## [18586] UNKN_UNKN
## [18587] UNKN_UNKN
## [18588] UNKN_UNKN
## [18589] UNKN_UNKN
## [18590] UNKN_UNKN
## [18591] UNKN_UNKN
## [18592] UNKN_UNKN
## [18593] UNENCRYPTED_IDENTIFIER
## [18594] UNENCRYPTED_IDENTIFIER
## [18595] UNKN_UNKN
## [18596] UNENCRYPTED_IDENTIFIER
## [18597] UNKN_UNKN
## [18598] UNKN_UNKN
## [18599] UNKN_UNKN
## [18600] UNKN_UNKN
## [18601] UNENCRYPTED_IDENTIFIER
## [18602] UNKN_UNKN
## [18603] UNKN_UNKN
## [18604] UNENCRYPTED_IDENTIFIER
## [18605] UNENCRYPTED_IDENTIFIER
## [18606] UNENCRYPTED_IDENTIFIER
## [18607] UNKN_UNKN
## [18608] UNKN_UNKN
## [18609] UNENCRYPTED_IDENTIFIER
## [18610] UNKN_UNKN
## [18611] UNKN_UNKN
## [18612] UNKN_UNKN
## [18613] UNENCRYPTED_IDENTIFIER
## [18614] UNENCRYPTED_IDENTIFIER
## [18615] UNKN_UNKN
## [18616] UNENCRYPTED_IDENTIFIER
## [18617] UNKN_UNKN
## [18618] UNKN_UNKN
## [18619] UNENCRYPTED_IDENTIFIER
## [18620] UNENCRYPTED_IDENTIFIER
## [18621] UNKN_UNKN
## [18622] UNENCRYPTED_IDENTIFIER
## [18623] UNKN_UNKN
## [18624] UNENCRYPTED_IDENTIFIER
## [18625] UNKN_UNKN
## [18626] UNKN_UNKN
## [18627] UNENCRYPTED_IDENTIFIER
## [18628] UNENCRYPTED_IDENTIFIER
## [18629] UNENCRYPTED_IDENTIFIER
## [18630] UNENCRYPTED_IDENTIFIER
## [18631] UNENCRYPTED_IDENTIFIER
## [18632] UNENCRYPTED_IDENTIFIER
## [18633] UNKN_UNKN
## [18634] UNENCRYPTED_IDENTIFIER
## [18635] UNKN_UNKN
## [18636] UNKN_UNKN
## [18637] UNENCRYPTED_IDENTIFIER
## [18638] UNENCRYPTED_IDENTIFIER
## [18639] UNKN_UNKN
## [18640] UNKN_UNKN
## [18641] UNENCRYPTED_IDENTIFIER
## [18642] UNKN_UNKN
## [18643] UNKN_UNKN
## [18644] UNKN_UNKN
## [18645] UNKN_UNKN
## [18646] UNKN_UNKN
## [18647] UNKN_UNKN
## [18648] UNKN_UNKN
## [18649] UNKN_UNKN
## [18650] UNKN_UNKN
## [18651] UNKN_UNKN
## [18652] UNENCRYPTED_UNKN
## [18653] UNENCRYPTED_IDENTIFIER
## [18654] UNKN_UNKN
## [18655] UNENCRYPTED_IDENTIFIER
## [18656] UNKN_UNKN
## [18657] UNKN_UNKN
## [18658] UNKN_UNKN
## [18659] UNKN_UNKN
## [18660] UNENCRYPTED_IDENTIFIER
## [18661] UNENCRYPTED_IDENTIFIER
## [18662] UNENCRYPTED_IDENTIFIER
## [18663] UNENCRYPTED_IDENTIFIER
## [18664] UNKN_UNKN
## [18665] UNKN_UNKN
## [18666] UNENCRYPTED_IDENTIFIER
## [18667] UNENCRYPTED_IDENTIFIER
## [18668] UNKN_UNKN
## [18669] UNKN_UNKN
## [18670] UNENCRYPTED_IDENTIFIER
## [18671] UNENCRYPTED_IDENTIFIER
## [18672] UNKN_UNKN
## [18673] UNKN_UNKN
## [18674] UNKN_UNKN
## [18675] UNENCRYPTED_UNKN
## [18676] UNKN_UNKN
## [18677] UNKN_UNKN
## [18678] UNKN_UNKN
## [18679] UNENCRYPTED_IDENTIFIER
## [18680] UNENCRYPTED_UNKN
## [18681] UNENCRYPTED_IDENTIFIER
## [18682] UNENCRYPTED_IDENTIFIER
## [18683] UNKN_UNKN
## [18684] UNKN_UNKN
## [18685] UNENCRYPTED_SENSITIVE-LOGIN
## [18686] UNKN_UNKN
## [18687] UNKN_UNKN
## [18688] UNKN_UNKN
## [18689] UNENCRYPTED_IDENTIFIER
## [18690] UNKN_UNKN
## [18691] UNENCRYPTED_IDENTIFIER
## [18692] UNENCRYPTED_IDENTIFIER
## [18693] UNENCRYPTED_IDENTIFIER
## [18694] UNKN_UNKN
## [18695] UNENCRYPTED_IDENTIFIER
## [18696] UNENCRYPTED_IDENTIFIER
## [18697] UNENCRYPTED_IDENTIFIER
## [18698] UNENCRYPTED_IDENTIFIER
## [18699] UNENCRYPTED_HEALTH
## [18700] UNKN_UNKN
## [18701] UNENCRYPTED_IDENTIFIER
## [18702] UNENCRYPTED_IDENTIFIER
## [18703] UNKN_UNKN
## [18704] UNENCRYPTED_IDENTIFIER
## [18705] UNENCRYPTED_IDENTIFIER
## [18706] UNENCRYPTED_IDENTIFIER
## [18707] UNKN_UNKN
## [18708] UNENCRYPTED_IDENTIFIER
## [18709] UNENCRYPTED_IDENTIFIER
## [18710] UNENCRYPTED_SENSITIVE-LOGIN
## [18711] UNENCRYPTED_IDENTIFIER
## [18712] UNKN_UNKN
## [18713] UNKN_UNKN
## [18714] UNENCRYPTED_IDENTIFIER
## [18715] UNKN_UNKN
## [18716] UNENCRYPTED_IDENTIFIER
## [18717] UNKN_UNKN
## [18718] UNENCRYPTED_IDENTIFIER
## [18719] UNENCRYPTED_UNKN
## [18720] UNENCRYPTED_IDENTIFIER
## [18721] UNENCRYPTED_IDENTIFIER
## [18722] UNENCRYPTED_HEALTH
## [18723] UNKN_UNKN
## [18724] UNENCRYPTED_IDENTIFIER
## [18725] UNKN_UNKN
## [18726] UNKN_UNKN
## [18727] UNKN_UNKN
## [18728] UNKN_UNKN
## [18729] UNENCRYPTED_IDENTIFIER
## [18730] UNKN_UNKN
## [18731] UNKN_UNKN
## [18732] UNKN_UNKN
## [18733] UNKN_UNKN
## [18734] UNKN_UNKN
## [18735] UNKN_UNKN
## [18736] UNENCRYPTED_IDENTIFIER
## [18737] UNENCRYPTED_IDENTIFIER
## [18738] UNKN_UNKN
## [18739] UNKN_UNKN
## [18740] UNKN_UNKN
## [18741] UNENCRYPTED_IDENTIFIER
## [18742] UNENCRYPTED_IDENTIFIER
## [18743] UNENCRYPTED_IDENTIFIER
## [18744] UNENCRYPTED_IDENTIFIER
## [18745] UNENCRYPTED_IDENTIFIER
## [18746] UNENCRYPTED_IDENTIFIER
## [18747] UNENCRYPTED_IDENTIFIER
## [18748] UNKN_UNKN
## [18749] UNENCRYPTED_IDENTIFIER
## [18750] UNENCRYPTED_IDENTIFIER
## [18751] UNENCRYPTED_IDENTIFIER
## [18752] UNKN_UNKN
## [18753] UNKN_UNKN
## [18754] UNKN_UNKN
## [18755] UNENCRYPTED_IDENTIFIER
## [18756] UNENCRYPTED_IDENTIFIER
## [18757] UNKN_UNKN
## [18758] UNKN_UNKN
## [18759] UNENCRYPTED_IDENTIFIER
## [18760] UNENCRYPTED_IDENTIFIER
## [18761] UNENCRYPTED_IDENTIFIER
## [18762] UNENCRYPTED_IDENTIFIER
## [18763] UNKN_UNKN
## [18764] UNENCRYPTED_IDENTIFIER
## [18765] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [18766] UNKN_UNKN
## [18767] UNKN_UNKN
## [18768] UNENCRYPTED_IDENTIFIER
## [18769] UNENCRYPTED_IDENTIFIER
## [18770] UNKN_UNKN
## [18771] UNKN_UNKN
## [18772] UNKN_UNKN
## [18773] UNKN_UNKN
## [18774] UNENCRYPTED_HEALTH
## [18775] UNENCRYPTED_IDENTIFIER
## [18776] UNKN_UNKN
## [18777] UNKN_UNKN
## [18778] UNENCRYPTED_IDENTIFIER
## [18779] UNENCRYPTED_IDENTIFIER
## [18780] UNKN_UNKN
## [18781] UNKN_UNKN
## [18782] UNENCRYPTED_IDENTIFIER
## [18783] UNKN_UNKN
## [18784] UNENCRYPTED_IDENTIFIER
## [18785] UNENCRYPTED_IDENTIFIER
## [18786] UNKN_UNKN
## [18787] UNKN_UNKN
## [18788] UNKN_UNKN
## [18789] UNKN_UNKN
## [18790] UNENCRYPTED_IDENTIFIER
## [18791] UNKN_UNKN
## [18792] UNENCRYPTED_IDENTIFIER
## [18793] UNENCRYPTED_IDENTIFIER
## [18794] UNENCRYPTED_IDENTIFIER
## [18795] UNKN_UNKN
## [18796] UNENCRYPTED_UNKN
## [18797] UNENCRYPTED_IDENTIFIER
## [18798] UNKN_UNKN
## [18799] UNKN_UNKN
## [18800] UNKN_UNKN
## [18801] UNKN_UNKN
## [18802] UNKN_UNKN
## [18803] UNENCRYPTED_IDENTIFIER
## [18804] UNENCRYPTED_IDENTIFIER
## [18805] UNKN_UNKN
## [18806] UNKN_UNKN
## [18807] UNENCRYPTED_IDENTIFIER
## [18808] UNENCRYPTED_IDENTIFIER
## [18809] UNENCRYPTED_IDENTIFIER
## [18810] UNKN_UNKN
## [18811] UNKN_UNKN
## [18812] UNENCRYPTED_IDENTIFIER
## [18813] UNENCRYPTED_IDENTIFIER
## [18814] UNKN_UNKN
## [18815] UNKN_UNKN
## [18816] UNKN_UNKN
## [18817] UNKN_UNKN
## [18818] UNENCRYPTED_IDENTIFIER
## [18819] UNKN_UNKN
## [18820] UNENCRYPTED_IDENTIFIER
## [18821] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [18822] UNKN_UNKN
## [18823] UNKN_UNKN
## [18824] UNENCRYPTED_IDENTIFIER
## [18825] UNENCRYPTED_IDENTIFIER
## [18826] UNKN_UNKN
## [18827] UNENCRYPTED_IDENTIFIER
## [18828] UNENCRYPTED_IDENTIFIER
## [18829] UNENCRYPTED_HEALTH
## [18830] UNKN_UNKN
## [18831] UNKN_UNKN
## [18832] UNKN_UNKN
## [18833] UNENCRYPTED_IDENTIFIER
## [18834] UNKN_UNKN
## [18835] UNENCRYPTED_SENSITIVE-LOGIN
## [18836] UNKN_UNKN
## [18837] UNKN_UNKN
## [18838] UNKN_UNKN
## [18839] UNENCRYPTED_HEALTH
## [18840] UNENCRYPTED_IDENTIFIER
## [18841] UNKN_UNKN
## [18842] UNKN_UNKN
## [18843] UNENCRYPTED_IDENTIFIER
## [18844] UNKN_UNKN
## [18845] UNKN_UNKN
## [18846] UNENCRYPTED_IDENTIFIER
## [18847] UNENCRYPTED_SENSITIVE-LOGIN
## [18848] UNENCRYPTED_IDENTIFIER
## [18849] UNENCRYPTED_IDENTIFIER
## [18850] UNENCRYPTED_IDENTIFIER
## [18851] UNENCRYPTED_IDENTIFIER
## [18852] UNENCRYPTED_IDENTIFIER
## [18853] UNENCRYPTED_IDENTIFIER
## [18854] UNENCRYPTED_IDENTIFIER
## [18855] UNENCRYPTED_IDENTIFIER
## [18856] UNKN_UNKN
## [18857] UNENCRYPTED_IDENTIFIER
## [18858] UNENCRYPTED_IDENTIFIER
## [18859] UNKN_UNKN
## [18860] UNKN_UNKN
## [18861] UNENCRYPTED_IDENTIFIER
## [18862] UNKN_UNKN
## [18863] UNENCRYPTED_IDENTIFIER
## [18864] UNENCRYPTED_IDENTIFIER
## [18865] UNKN_UNKN
## [18866] UNENCRYPTED_IDENTIFIER
## [18867] UNKN_UNKN
## [18868] UNKN_UNKN
## [18869] UNKN_UNKN
## [18870] UNKN_UNKN
## [18871] UNKN_UNKN
## [18872] UNENCRYPTED_IDENTIFIER
## [18873] UNKN_UNKN
## [18874] UNKN_UNKN
## [18875] UNENCRYPTED_IDENTIFIER
## [18876] UNENCRYPTED_IDENTIFIER
## [18877] UNENCRYPTED_IDENTIFIER
## [18878] UNENCRYPTED_UNKN
## [18879] UNENCRYPTED_IDENTIFIER
## [18880] UNENCRYPTED_IDENTIFIER
## [18881] UNKN_UNKN
## [18882] UNKN_UNKN
## [18883] UNKN_UNKN
## [18884] UNENCRYPTED_IDENTIFIER
## [18885] UNENCRYPTED_IDENTIFIER
## [18886] UNKN_UNKN
## [18887] UNENCRYPTED_IDENTIFIER
## [18888] UNENCRYPTED_IDENTIFIER
## [18889] UNENCRYPTED_IDENTIFIER
## [18890] UNENCRYPTED_IDENTIFIER
## [18891] UNENCRYPTED_IDENTIFIER
## [18892] UNENCRYPTED_IDENTIFIER
## [18893] UNKN_UNKN
## [18894] UNENCRYPTED_UNKN
## [18895] UNKN_UNKN
## [18896] UNKN_UNKN
## [18897] UNKN_UNKN
## [18898] UNKN_UNKN
## [18899] UNENCRYPTED_HEALTH
## [18900] UNENCRYPTED_IDENTIFIER
## [18901] UNKN_UNKN
## [18902] UNENCRYPTED_IDENTIFIER
## [18903] UNKN_UNKN
## [18904] UNKN_UNKN
## [18905] UNENCRYPTED_IDENTIFIER
## [18906] UNENCRYPTED_IDENTIFIER
## [18907] UNKN_UNKN
## [18908] UNKN_UNKN
## [18909] UNKN_UNKN
## [18910] UNKN_UNKN
## [18911] UNENCRYPTED_IDENTIFIER
## [18912] UNENCRYPTED_IDENTIFIER
## [18913] UNENCRYPTED_IDENTIFIER
## [18914] UNENCRYPTED_IDENTIFIER
## [18915] UNKN_UNKN
## [18916] UNKN_UNKN
## [18917] UNENCRYPTED_IDENTIFIER
## [18918] UNENCRYPTED_IDENTIFIER
## [18919] UNENCRYPTED_IDENTIFIER
## [18920] UNKN_UNKN
## [18921] UNKN_UNKN
## [18922] UNKN_UNKN
## [18923] UNENCRYPTED_IDENTIFIER
## [18924] UNENCRYPTED_IDENTIFIER
## [18925] UNKN_UNKN
## [18926] UNKN_UNKN
## [18927] UNENCRYPTED_IDENTIFIER
## [18928] UNKN_UNKN
## [18929] UNKN_UNKN
## [18930] UNENCRYPTED_IDENTIFIER
## [18931] UNENCRYPTED_IDENTIFIER
## [18932] UNENCRYPTED_IDENTIFIER
## [18933] UNKN_UNKN
## [18934] UNKN_UNKN
## [18935] UNKN_UNKN
## [18936] UNENCRYPTED_IDENTIFIER
## [18937] UNENCRYPTED_IDENTIFIER
## [18938] UNKN_UNKN
## [18939] UNKN_UNKN
## [18940] UNENCRYPTED_IDENTIFIER
## [18941] UNENCRYPTED_IDENTIFIER
## [18942] UNENCRYPTED_IDENTIFIER
## [18943] UNKN_UNKN
## [18944] UNKN_UNKN
## [18945] UNKN_UNKN
## [18946] UNENCRYPTED_IDENTIFIER
## [18947] UNENCRYPTED_IDENTIFIER
## [18948] UNKN_UNKN
## [18949] UNENCRYPTED_IDENTIFIER
## [18950] UNENCRYPTED_IDENTIFIER
## [18951] UNENCRYPTED_IDENTIFIER
## [18952] UNKN_UNKN
## [18953] UNKN_UNKN
## [18954] UNENCRYPTED_IDENTIFIER
## [18955] UNKN_UNKN
## [18956] UNKN_UNKN
## [18957] UNKN_UNKN
## [18958] UNKN_UNKN
## [18959] UNENCRYPTED_IDENTIFIER
## [18960] UNENCRYPTED_HEALTH
## [18961] UNENCRYPTED_IDENTIFIER
## [18962] UNKN_UNKN
## [18963] UNENCRYPTED_IDENTIFIER
## [18964] UNENCRYPTED_IDENTIFIER
## [18965] UNENCRYPTED_HEALTH
## [18966] UNKN_UNKN
## [18967] UNENCRYPTED_IDENTIFIER
## [18968] UNKN_UNKN
## [18969] UNKN_UNKN
## [18970] UNENCRYPTED_IDENTIFIER
## [18971] UNKN_UNKN
## [18972] UNENCRYPTED_IDENTIFIER
## [18973] UNKN_UNKN
## [18974] UNKN_UNKN
## [18975] UNENCRYPTED_IDENTIFIER
## [18976] UNENCRYPTED_IDENTIFIER
## [18977] UNENCRYPTED_IDENTIFIER
## [18978] UNKN_UNKN
## [18979] UNKN_UNKN
## [18980] UNKN_UNKN
## [18981] UNKN_UNKN
## [18982] UNKN_UNKN
## [18983] UNENCRYPTED_IDENTIFIER
## [18984] UNKN_UNKN
## [18985] UNKN_UNKN
## [18986] UNKN_UNKN
## [18987] UNKN_UNKN
## [18988] UNENCRYPTED_IDENTIFIER
## [18989] UNENCRYPTED_IDENTIFIER
## [18990] UNKN_UNKN
## [18991] UNKN_UNKN
## [18992] UNENCRYPTED_IDENTIFIER
## [18993] UNENCRYPTED_IDENTIFIER
## [18994] UNENCRYPTED_IDENTIFIER
## [18995] UNKN_UNKN
## [18996] UNKN_UNKN
## [18997] UNENCRYPTED_SENSITIVE-LOGIN
## [18998] UNKN_UNKN
## [18999] UNENCRYPTED_IDENTIFIER
## [19000] UNENCRYPTED_IDENTIFIER
## [19001] UNENCRYPTED_IDENTIFIER
## [19002] UNENCRYPTED_IDENTIFIER
## [19003] UNENCRYPTED_IDENTIFIER
## [19004] UNENCRYPTED_IDENTIFIER
## [19005] UNKN_UNKN
## [19006] UNKN_UNKN
## [19007] UNKN_UNKN
## [19008] UNENCRYPTED_IDENTIFIER
## [19009] UNENCRYPTED_IDENTIFIER
## [19010] UNKN_UNKN
## [19011] UNKN_UNKN
## [19012] UNKN_UNKN
## [19013] UNKN_UNKN
## [19014] UNKN_UNKN
## [19015] UNKN_UNKN
## [19016] UNENCRYPTED_IDENTIFIER
## [19017] UNKN_UNKN
## [19018] UNENCRYPTED_UNKN
## [19019] UNKN_UNKN
## [19020] UNENCRYPTED_IDENTIFIER
## [19021] UNENCRYPTED_IDENTIFIER
## [19022] UNENCRYPTED_IDENTIFIER
## [19023] UNENCRYPTED_HEALTH
## [19024] UNENCRYPTED_IDENTIFIER
## [19025] UNENCRYPTED_HEALTH
## [19026] UNKN_UNKN
## [19027] UNKN_UNKN
## [19028] UNENCRYPTED_IDENTIFIER
## [19029] UNKN_UNKN
## [19030] UNENCRYPTED_UNKN
## [19031] UNENCRYPTED_IDENTIFIER
## [19032] UNENCRYPTED_IDENTIFIER
## [19033] UNENCRYPTED_IDENTIFIER
## [19034] UNENCRYPTED_IDENTIFIER
## [19035] UNENCRYPTED_IDENTIFIER
## [19036] UNENCRYPTED_IDENTIFIER
## [19037] UNENCRYPTED_IDENTIFIER
## [19038] UNENCRYPTED_IDENTIFIER
## [19039] UNKN_UNKN
## [19040] UNKN_UNKN
## [19041] UNENCRYPTED_IDENTIFIER
## [19042] UNENCRYPTED_IDENTIFIER
## [19043] UNKN_UNKN
## [19044] UNKN_UNKN
## [19045] UNKN_UNKN
## [19046] UNKN_UNKN
## [19047] UNKN_UNKN
## [19048] UNKN_UNKN
## [19049] UNKN_UNKN
## [19050] UNKN_UNKN
## [19051] UNENCRYPTED_IDENTIFIER
## [19052] UNENCRYPTED_IDENTIFIER
## [19053] UNKN_UNKN
## [19054] UNENCRYPTED_IDENTIFIER
## [19055] UNKN_UNKN
## [19056] UNENCRYPTED_IDENTIFIER
## [19057] UNENCRYPTED_IDENTIFIER
## [19058] UNKN_UNKN
## [19059] UNKN_UNKN
## [19060] UNENCRYPTED_IDENTIFIER
## [19061] UNENCRYPTED_IDENTIFIER
## [19062] UNENCRYPTED_IDENTIFIER
## [19063] UNKN_UNKN
## [19064] UNENCRYPTED_IDENTIFIER
## [19065] UNENCRYPTED_IDENTIFIER
## [19066] UNKN_UNKN
## [19067] UNKN_UNKN
## [19068] UNKN_UNKN
## [19069] UNKN_UNKN
## [19070] UNENCRYPTED_IDENTIFIER
## [19071] UNENCRYPTED_IDENTIFIER
## [19072] UNKN_UNKN
## [19073] UNENCRYPTED_IDENTIFIER
## [19074] UNKN_UNKN
## [19075] UNKN_UNKN
## [19076] UNENCRYPTED_IDENTIFIER
## [19077] UNENCRYPTED_HEALTH
## [19078] UNKN_UNKN
## [19079] UNENCRYPTED_IDENTIFIER
## [19080] UNENCRYPTED_IDENTIFIER
## [19081] UNENCRYPTED_IDENTIFIER
## [19082] UNKN_UNKN
## [19083] UNKN_UNKN
## [19084] UNENCRYPTED_UNKN
## [19085] UNKN_UNKN
## [19086] UNENCRYPTED_IDENTIFIER
## [19087] UNKN_UNKN
## [19088] UNKN_UNKN
## [19089] UNENCRYPTED_IDENTIFIER
## [19090] UNKN_UNKN
## [19091] UNKN_UNKN
## [19092] UNKN_UNKN
## [19093] UNENCRYPTED_IDENTIFIER
## [19094] UNENCRYPTED_IDENTIFIER
## [19095] UNENCRYPTED_IDENTIFIER
## [19096] UNKN_UNKN
## [19097] UNKN_UNKN
## [19098] UNKN_UNKN
## [19099] UNENCRYPTED_IDENTIFIER
## [19100] UNKN_UNKN
## [19101] UNENCRYPTED_IDENTIFIER
## [19102] UNENCRYPTED_IDENTIFIER
## [19103] UNKN_UNKN
## [19104] UNKN_UNKN
## [19105] UNKN_UNKN
## [19106] UNKN_UNKN
## [19107] UNKN_UNKN
## [19108] UNKN_UNKN
## [19109] UNKN_UNKN
## [19110] UNKN_UNKN
## [19111] UNKN_UNKN
## [19112] UNKN_UNKN
## [19113] UNENCRYPTED_IDENTIFIER
## [19114] UNENCRYPTED_SENSITIVE-LOGIN
## [19115] UNKN_UNKN
## [19116] UNKN_UNKN
## [19117] UNKN_UNKN
## [19118] UNENCRYPTED_IDENTIFIER
## [19119] UNKN_UNKN
## [19120] UNKN_UNKN
## [19121] UNKN_UNKN
## [19122] UNKN_UNKN
## [19123] UNKN_UNKN
## [19124] UNKN_UNKN
## [19125] UNKN_UNKN
## [19126] UNENCRYPTED_IDENTIFIER
## [19127] UNKN_UNKN
## [19128] UNKN_UNKN
## [19129] ENCRYPTED_IDENTIFIER
## [19130] UNKN_UNKN
## [19131] UNKN_UNKN
## [19132] UNKN_UNKN
## [19133] UNENCRYPTED_IDENTIFIER
## [19134] UNKN_UNKN
## [19135] UNENCRYPTED_IDENTIFIER
## [19136] UNKN_UNKN
## [19137] UNENCRYPTED_IDENTIFIER
## [19138] UNENCRYPTED_IDENTIFIER
## [19139] UNKN_UNKN
## [19140] UNKN_UNKN
## [19141] UNKN_UNKN
## [19142] UNKN_UNKN
## [19143] UNKN_UNKN
## [19144] UNKN_UNKN
## [19145] UNENCRYPTED_IDENTIFIER
## [19146] UNENCRYPTED_IDENTIFIER
## [19147] UNENCRYPTED_IDENTIFIER
## [19148] UNENCRYPTED_IDENTIFIER
## [19149] UNENCRYPTED_IDENTIFIER
## [19150] UNENCRYPTED_IDENTIFIER
## [19151] UNKN_UNKN
## [19152] UNKN_UNKN
## [19153] UNKN_UNKN
## [19154] UNKN_UNKN
## [19155] UNKN_UNKN
## [19156] UNENCRYPTED_IDENTIFIER
## [19157] UNKN_UNKN
## [19158] UNENCRYPTED_IDENTIFIER
## [19159] UNENCRYPTED_IDENTIFIER
## [19160] UNENCRYPTED_IDENTIFIER
## [19161] UNENCRYPTED_IDENTIFIER
## [19162] UNKN_UNKN
## [19163] UNKN_UNKN
## [19164] UNENCRYPTED_IDENTIFIER
## [19165] UNKN_UNKN
## [19166] UNKN_UNKN
## [19167] UNENCRYPTED_IDENTIFIER
## [19168] UNKN_UNKN
## [19169] UNKN_UNKN
## [19170] UNKN_UNKN
## [19171] UNKN_UNKN
## [19172] UNENCRYPTED_IDENTIFIER
## [19173] UNKN_UNKN
## [19174] UNENCRYPTED_IDENTIFIER
## [19175] UNKN_UNKN
## [19176] UNKN_UNKN
## [19177] UNKN_UNKN
## [19178] UNENCRYPTED_IDENTIFIER
## [19179] UNKN_UNKN
## [19180] UNENCRYPTED_IDENTIFIER
## [19181] UNKN_UNKN
## [19182] UNENCRYPTED_IDENTIFIER
## [19183] UNENCRYPTED_UNKN
## [19184] UNKN_UNKN
## [19185] UNENCRYPTED_IDENTIFIER
## [19186] UNKN_UNKN
## [19187] UNENCRYPTED_IDENTIFIER
## [19188] UNKN_UNKN
## [19189] UNKN_UNKN
## [19190] UNKN_UNKN
## [19191] UNKN_UNKN
## [19192] UNENCRYPTED_IDENTIFIER
## [19193] UNKN_UNKN
## [19194] UNKN_UNKN
## [19195] UNENCRYPTED_IDENTIFIER
## [19196] UNENCRYPTED_IDENTIFIER
## [19197] UNKN_UNKN
## [19198] UNKN_UNKN
## [19199] UNENCRYPTED_IDENTIFIER
## [19200] UNKN_UNKN
## [19201] UNKN_UNKN
## [19202] UNKN_UNKN
## [19203] UNKN_UNKN
## [19204] UNKN_UNKN
## [19205] UNKN_UNKN
## [19206] UNENCRYPTED_IDENTIFIER
## [19207] UNENCRYPTED_IDENTIFIER
## [19208] UNENCRYPTED_UNKN
## [19209] UNENCRYPTED_IDENTIFIER
## [19210] UNKN_UNKN
## [19211] UNKN_UNKN
## [19212] UNKN_UNKN
## [19213] UNENCRYPTED_IDENTIFIER
## [19214] UNENCRYPTED_IDENTIFIER
## [19215] UNKN_UNKN
## [19216] UNKN_UNKN
## [19217] UNKN_UNKN
## [19218] UNKN_UNKN
## [19219] UNENCRYPTED_IDENTIFIER
## [19220] UNKN_UNKN
## [19221] UNKN_UNKN
## [19222] UNKN_UNKN
## [19223] UNKN_UNKN
## [19224] UNKN_UNKN
## [19225] UNKN_UNKN
## [19226] UNKN_UNKN
## [19227] UNKN_UNKN
## [19228] UNENCRYPTED_IDENTIFIER
## [19229] UNENCRYPTED_IDENTIFIER
## [19230] UNKN_UNKN
## [19231] UNENCRYPTED_IDENTIFIER
## [19232] UNKN_UNKN
## [19233] UNKN_UNKN
## [19234] UNKN_UNKN
## [19235] UNENCRYPTED_IDENTIFIER
## [19236] UNKN_UNKN
## [19237] UNKN_UNKN
## [19238] UNKN_UNKN
## [19239] UNENCRYPTED_IDENTIFIER
## [19240] UNENCRYPTED_IDENTIFIER
## [19241] UNKN_UNKN
## [19242] UNKN_UNKN
## [19243] UNENCRYPTED_IDENTIFIER
## [19244] UNKN_UNKN
## [19245] UNENCRYPTED_IDENTIFIER
## [19246] UNKN_UNKN
## [19247] UNENCRYPTED_HEALTH
## [19248] UNENCRYPTED_IDENTIFIER
## [19249] UNENCRYPTED_IDENTIFIER
## [19250] UNENCRYPTED_IDENTIFIER
## [19251] UNKN_UNKN
## [19252] UNENCRYPTED_SENSITIVE-LOGIN
## [19253] UNENCRYPTED_IDENTIFIER
## [19254] UNENCRYPTED_IDENTIFIER
## [19255] UNENCRYPTED_IDENTIFIER
## [19256] UNENCRYPTED_IDENTIFIER
## [19257] UNENCRYPTED_IDENTIFIER
## [19258] UNKN_UNKN
## [19259] UNKN_UNKN
## [19260] UNKN_UNKN
## [19261] UNKN_UNKN
## [19262] UNKN_UNKN
## [19263] UNKN_UNKN
## [19264] UNENCRYPTED_IDENTIFIER
## [19265] UNENCRYPTED_IDENTIFIER
## [19266] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [19267] UNKN_UNKN
## [19268] UNKN_UNKN
## [19269] UNKN_UNKN
## [19270] UNENCRYPTED_IDENTIFIER
## [19271] UNENCRYPTED_IDENTIFIER
## [19272] UNENCRYPTED_IDENTIFIER
## [19273] UNENCRYPTED_IDENTIFIER
## [19274] UNKN_UNKN
## [19275] UNKN_UNKN
## [19276] UNKN_UNKN
## [19277] UNKN_UNKN
## [19278] UNKN_UNKN
## [19279] UNENCRYPTED_HEALTH
## [19280] UNENCRYPTED_IDENTIFIER
## [19281] UNENCRYPTED_IDENTIFIER
## [19282] UNKN_UNKN
## [19283] UNENCRYPTED_IDENTIFIER
## [19284] UNENCRYPTED_IDENTIFIER
## [19285] UNENCRYPTED_IDENTIFIER
## [19286] UNKN_UNKN
## [19287] UNENCRYPTED_IDENTIFIER
## [19288] UNKN_UNKN
## [19289] UNKN_UNKN
## [19290] UNKN_UNKN
## [19291] UNENCRYPTED_IDENTIFIER
## [19292] UNKN_UNKN
## [19293] UNENCRYPTED_IDENTIFIER
## [19294] UNKN_UNKN
## [19295] UNKN_UNKN
## [19296] UNENCRYPTED_IDENTIFIER
## [19297] UNENCRYPTED_IDENTIFIER
## [19298] ENCRYPTED_IDENTIFIER
## [19299] UNKN_UNKN
## [19300] UNKN_UNKN
## [19301] UNENCRYPTED_IDENTIFIER
## [19302] UNKN_UNKN
## [19303] UNENCRYPTED_IDENTIFIER
## [19304] UNKN_UNKN
## [19305] UNKN_UNKN
## [19306] UNKN_UNKN
## [19307] UNKN_UNKN
## [19308] UNKN_UNKN
## [19309] UNKN_UNKN
## [19310] UNENCRYPTED_IDENTIFIER
## [19311] UNKN_UNKN
## [19312] UNKN_UNKN
## [19313] UNENCRYPTED_IDENTIFIER
## [19314] UNENCRYPTED_IDENTIFIER
## [19315] UNENCRYPTED_IDENTIFIER
## [19316] UNKN_UNKN
## [19317] UNENCRYPTED_IDENTIFIER
## [19318] UNKN_UNKN
## [19319] UNENCRYPTED_IDENTIFIER
## [19320] UNKN_UNKN
## [19321] UNENCRYPTED_IDENTIFIER
## [19322] UNENCRYPTED_IDENTIFIER
## [19323] UNKN_UNKN
## [19324] UNKN_UNKN
## [19325] UNKN_UNKN
## [19326] UNKN_UNKN
## [19327] UNENCRYPTED_IDENTIFIER
## [19328] UNKN_UNKN
## [19329] UNKN_UNKN
## [19330] UNENCRYPTED_IDENTIFIER
## [19331] UNKN_UNKN
## [19332] UNENCRYPTED_IDENTIFIER
## [19333] UNENCRYPTED_IDENTIFIER
## [19334] UNKN_UNKN
## [19335] UNKN_UNKN
## [19336] UNENCRYPTED_IDENTIFIER
## [19337] UNENCRYPTED_IDENTIFIER
## [19338] UNKN_UNKN
## [19339] UNENCRYPTED_IDENTIFIER
## [19340] UNKN_UNKN
## [19341] UNKN_UNKN
## [19342] UNENCRYPTED_IDENTIFIER
## [19343] UNKN_UNKN
## [19344] UNENCRYPTED_SENSITIVE-LOGIN
## [19345] UNKN_UNKN
## [19346] UNKN_UNKN
## [19347] UNKN_UNKN
## [19348] UNKN_UNKN
## [19349] UNKN_UNKN
## [19350] UNENCRYPTED_IDENTIFIER
## [19351] UNENCRYPTED_IDENTIFIER
## [19352] UNENCRYPTED_IDENTIFIER
## [19353] UNENCRYPTED_IDENTIFIER
## [19354] UNENCRYPTED_IDENTIFIER
## [19355] UNKN_UNKN
## [19356] UNKN_UNKN
## [19357] UNKN_UNKN
## [19358] UNKN_UNKN
## [19359] UNKN_UNKN
## [19360] UNENCRYPTED_IDENTIFIER
## [19361] UNENCRYPTED_IDENTIFIER
## [19362] UNKN_UNKN
## [19363] UNKN_UNKN
## [19364] UNENCRYPTED_IDENTIFIER
## [19365] UNKN_UNKN
## [19366] UNKN_UNKN
## [19367] UNENCRYPTED_IDENTIFIER
## [19368] UNKN_UNKN
## [19369] UNENCRYPTED_IDENTIFIER
## [19370] UNKN_UNKN
## [19371] UNKN_UNKN
## [19372] UNENCRYPTED_IDENTIFIER
## [19373] UNKN_UNKN
## [19374] UNKN_UNKN
## [19375] UNKN_UNKN
## [19376] UNKN_UNKN
## [19377] UNENCRYPTED_IDENTIFIER
## [19378] UNKN_UNKN
## [19379] UNENCRYPTED_HEALTH
## [19380] UNENCRYPTED_IDENTIFIER
## [19381] UNKN_UNKN
## [19382] UNENCRYPTED_IDENTIFIER
## [19383] UNKN_UNKN
## [19384] UNKN_UNKN
## [19385] UNENCRYPTED_IDENTIFIER
## [19386] UNKN_UNKN
## [19387] UNKN_UNKN
## [19388] UNENCRYPTED_IDENTIFIER
## [19389] UNENCRYPTED_IDENTIFIER
## [19390] UNENCRYPTED_IDENTIFIER
## [19391] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [19392] UNENCRYPTED_IDENTIFIER
## [19393] UNENCRYPTED_IDENTIFIER
## [19394] UNKN_UNKN
## [19395] UNENCRYPTED_IDENTIFIER
## [19396] UNKN_UNKN
## [19397] UNKN_UNKN
## [19398] UNENCRYPTED_IDENTIFIER
## [19399] UNKN_UNKN
## [19400] UNKN_UNKN
## [19401] UNENCRYPTED_IDENTIFIER
## [19402] UNENCRYPTED_IDENTIFIER
## [19403] UNENCRYPTED_IDENTIFIER
## [19404] UNKN_UNKN
## [19405] UNKN_UNKN
## [19406] UNKN_UNKN
## [19407] UNKN_UNKN
## [19408] UNKN_UNKN
## [19409] UNKN_UNKN
## [19410] UNKN_UNKN
## [19411] UNKN_UNKN
## [19412] UNKN_UNKN
## [19413] UNKN_UNKN
## [19414] UNKN_UNKN
## [19415] UNENCRYPTED_IDENTIFIER
## [19416] UNENCRYPTED_IDENTIFIER
## [19417] UNKN_UNKN
## [19418] UNENCRYPTED_IDENTIFIER
## [19419] UNENCRYPTED_IDENTIFIER
## [19420] UNKN_UNKN
## [19421] UNKN_UNKN
## [19422] UNKN_UNKN
## [19423] UNENCRYPTED_IDENTIFIER
## [19424] UNENCRYPTED_IDENTIFIER
## [19425] UNKN_UNKN
## [19426] UNENCRYPTED_IDENTIFIER
## [19427] UNKN_UNKN
## [19428] UNENCRYPTED_IDENTIFIER
## [19429] ENCRYPTED_IDENTIFIER
## [19430] UNENCRYPTED_IDENTIFIER
## [19431] UNENCRYPTED_IDENTIFIER
## [19432] UNKN_UNKN
## [19433] UNENCRYPTED_IDENTIFIER
## [19434] UNENCRYPTED_UNKN
## [19435] UNKN_UNKN
## [19436] UNENCRYPTED_IDENTIFIER
## [19437] UNKN_UNKN
## [19438] UNENCRYPTED_IDENTIFIER
## [19439] UNENCRYPTED_IDENTIFIER
## [19440] UNENCRYPTED_IDENTIFIER
## [19441] UNKN_UNKN
## [19442] UNENCRYPTED_IDENTIFIER
## [19443] UNKN_UNKN
## [19444] UNKN_UNKN
## [19445] UNKN_UNKN
## [19446] UNENCRYPTED_IDENTIFIER
## [19447] UNKN_UNKN
## [19448] UNKN_UNKN
## [19449] UNKN_UNKN
## [19450] UNKN_UNKN
## [19451] UNKN_UNKN
## [19452] UNENCRYPTED_IDENTIFIER
## [19453] UNENCRYPTED_IDENTIFIER
## [19454] UNENCRYPTED_IDENTIFIER
## [19455] UNKN_UNKN
## [19456] UNENCRYPTED_IDENTIFIER
## [19457] UNKN_UNKN
## [19458] UNENCRYPTED_IDENTIFIER
## [19459] UNENCRYPTED_IDENTIFIER
## [19460] UNKN_UNKN
## [19461] UNKN_UNKN
## [19462] ENCRYPTED_IDENTIFIER
## [19463] UNENCRYPTED_IDENTIFIER
## [19464] UNKN_UNKN
## [19465] UNENCRYPTED_IDENTIFIER
## [19466] UNENCRYPTED_IDENTIFIER
## [19467] UNENCRYPTED_IDENTIFIER
## [19468] UNENCRYPTED_IDENTIFIER
## [19469] UNENCRYPTED_IDENTIFIER
## [19470] UNENCRYPTED_IDENTIFIER
## [19471] UNKN_UNKN
## [19472] UNKN_UNKN
## [19473] UNKN_UNKN
## [19474] UNKN_UNKN
## [19475] UNENCRYPTED_IDENTIFIER
## [19476] UNENCRYPTED_IDENTIFIER
## [19477] UNKN_UNKN
## [19478] UNENCRYPTED_IDENTIFIER
## [19479] UNKN_UNKN
## [19480] UNKN_UNKN
## [19481] UNENCRYPTED_HEALTH
## [19482] UNENCRYPTED_IDENTIFIER
## [19483] UNKN_UNKN
## [19484] UNENCRYPTED_IDENTIFIER
## [19485] UNENCRYPTED_IDENTIFIER
## [19486] UNENCRYPTED_IDENTIFIER
## [19487] UNENCRYPTED_IDENTIFIER
## [19488] UNENCRYPTED_SENSITIVE-LOGIN
## [19489] UNENCRYPTED_IDENTIFIER
## [19490] UNENCRYPTED_IDENTIFIER
## [19491] UNKN_UNKN
## [19492] UNKN_UNKN
## [19493] UNENCRYPTED_IDENTIFIER
## [19494] UNKN_UNKN
## [19495] UNKN_UNKN
## [19496] UNENCRYPTED_IDENTIFIER
## [19497] UNENCRYPTED_IDENTIFIER
## [19498] UNKN_UNKN
## [19499] UNENCRYPTED_IDENTIFIER
## [19500] UNKN_UNKN
## [19501] UNKN_UNKN
## [19502] UNENCRYPTED_IDENTIFIER
## [19503] UNENCRYPTED_IDENTIFIER
## [19504] UNENCRYPTED_IDENTIFIER
## [19505] UNENCRYPTED_IDENTIFIER
## [19506] UNENCRYPTED_SENSITIVE-LOGIN
## [19507] UNKN_UNKN
## [19508] UNENCRYPTED_IDENTIFIER
## [19509] UNENCRYPTED_IDENTIFIER
## [19510] UNENCRYPTED_IDENTIFIER
## [19511] UNKN_UNKN
## [19512] UNKN_UNKN
## [19513] UNENCRYPTED_HEALTH
## [19514] UNENCRYPTED_IDENTIFIER
## [19515] UNENCRYPTED_IDENTIFIER
## [19516] UNKN_UNKN
## [19517] UNENCRYPTED_IDENTIFIER
## [19518] UNKN_UNKN
## [19519] UNKN_UNKN
## [19520] UNKN_UNKN
## [19521] UNENCRYPTED_EMPLOYMENT
## [19522] UNENCRYPTED_IDENTIFIER
## [19523] UNENCRYPTED_IDENTIFIER
## [19524] UNENCRYPTED_IDENTIFIER
## [19525] UNENCRYPTED_IDENTIFIER
## [19526] UNENCRYPTED_IDENTIFIER
## [19527] UNKN_UNKN
## [19528] UNENCRYPTED_IDENTIFIER
## [19529] UNENCRYPTED_IDENTIFIER
## [19530] UNKN_UNKN
## [19531] UNKN_UNKN
## [19532] UNKN_UNKN
## [19533] UNKN_UNKN
## [19534] UNKN_UNKN
## [19535] UNENCRYPTED_IDENTIFIER
## [19536] UNKN_UNKN
## [19537] UNKN_UNKN
## [19538] UNKN_UNKN
## [19539] UNKN_UNKN
## [19540] UNKN_UNKN
## [19541] UNKN_UNKN
## [19542] UNENCRYPTED_SENSITIVE-GOV
## [19543] UNKN_UNKN
## [19544] UNKN_UNKN
## [19545] UNENCRYPTED_IDENTIFIER
## [19546] UNKN_UNKN
## [19547] UNKN_UNKN
## [19548] UNKN_UNKN
## [19549] UNKN_UNKN
## [19550] UNENCRYPTED_IDENTIFIER
## [19551] UNKN_UNKN
## [19552] UNENCRYPTED_IDENTIFIER
## [19553] UNKN_UNKN
## [19554] UNKN_UNKN
## [19555] UNENCRYPTED_IDENTIFIER
## [19556] UNKN_UNKN
## [19557] UNKN_UNKN
## [19558] UNKN_UNKN
## [19559] UNKN_UNKN
## [19560] UNKN_UNKN
## [19561] UNENCRYPTED_IDENTIFIER
## [19562] UNKN_UNKN
## [19563] UNKN_UNKN
## [19564] UNENCRYPTED_IDENTIFIER
## [19565] UNENCRYPTED_IDENTIFIER
## [19566] UNENCRYPTED_HEALTH
## [19567] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [19568] UNKN_UNKN
## [19569] UNKN_UNKN
## [19570] UNKN_UNKN
## [19571] UNKN_UNKN
## [19572] UNKN_UNKN
## [19573] UNKN_UNKN
## [19574] UNENCRYPTED_IDENTIFIER
## [19575] UNENCRYPTED_IDENTIFIER
## [19576] UNENCRYPTED_IDENTIFIER
## [19577] UNKN_UNKN
## [19578] UNENCRYPTED_IDENTIFIER
## [19579] UNENCRYPTED_SENSITIVE-LOGIN
## [19580] UNKN_UNKN
## [19581] UNKN_UNKN
## [19582] UNKN_UNKN
## [19583] UNENCRYPTED_IDENTIFIER
## [19584] UNENCRYPTED_IDENTIFIER
## [19585] UNKN_UNKN
## [19586] UNKN_UNKN
## [19587] UNENCRYPTED_IDENTIFIER
## [19588] UNENCRYPTED_IDENTIFIER
## [19589] UNKN_UNKN
## [19590] UNENCRYPTED_IDENTIFIER
## [19591] UNENCRYPTED_IDENTIFIER
## [19592] UNKN_UNKN
## [19593] UNKN_UNKN
## [19594] UNKN_UNKN
## [19595] UNENCRYPTED_IDENTIFIER
## [19596] UNENCRYPTED_IDENTIFIER
## [19597] UNENCRYPTED_IDENTIFIER
## [19598] UNKN_UNKN
## [19599] UNKN_UNKN
## [19600] UNENCRYPTED_IDENTIFIER
## [19601] UNENCRYPTED_IDENTIFIER
## [19602] UNENCRYPTED_IDENTIFIER
## [19603] UNKN_UNKN
## [19604] UNKN_UNKN
## [19605] UNKN_UNKN
## [19606] UNKN_UNKN
## [19607] UNENCRYPTED_IDENTIFIER
## [19608] UNKN_UNKN
## [19609] UNENCRYPTED_IDENTIFIER
## [19610] UNKN_UNKN
## [19611] UNKN_UNKN
## [19612] UNENCRYPTED_IDENTIFIER
## [19613] UNENCRYPTED_IDENTIFIER
## [19614] UNENCRYPTED_IDENTIFIER
## [19615] UNKN_UNKN
## [19616] UNENCRYPTED_IDENTIFIER
## [19617] UNKN_UNKN
## [19618] UNENCRYPTED_IDENTIFIER
## [19619] UNKN_UNKN
## [19620] UNENCRYPTED_IDENTIFIER
## [19621] UNENCRYPTED_IDENTIFIER
## [19622] UNENCRYPTED_IDENTIFIER
## [19623] UNKN_UNKN
## [19624] UNENCRYPTED_IDENTIFIER
## [19625] UNENCRYPTED_IDENTIFIER
## [19626] UNKN_UNKN
## [19627] UNKN_UNKN
## [19628] UNKN_UNKN
## [19629] UNKN_UNKN
## [19630] UNKN_UNKN
## [19631] UNENCRYPTED_HEALTH
## [19632] UNENCRYPTED_IDENTIFIER
## [19633] UNKN_UNKN
## [19634] UNKN_UNKN
## [19635] UNENCRYPTED_IDENTIFIER
## [19636] UNENCRYPTED_IDENTIFIER
## [19637] UNKN_UNKN
## [19638] UNKN_UNKN
## [19639] UNKN_UNKN
## [19640] UNENCRYPTED_IDENTIFIER
## [19641] UNENCRYPTED_IDENTIFIER
## [19642] UNKN_UNKN
## [19643] UNKN_UNKN
## [19644] UNKN_UNKN
## [19645] UNKN_UNKN
## [19646] UNKN_UNKN
## [19647] UNKN_UNKN
## [19648] UNKN_UNKN
## [19649] UNKN_UNKN
## [19650] UNENCRYPTED_IDENTIFIER
## [19651] UNENCRYPTED_IDENTIFIER
## [19652] UNKN_UNKN
## [19653] UNKN_UNKN
## [19654] UNKN_UNKN
## [19655] UNENCRYPTED_IDENTIFIER
## [19656] UNKN_UNKN
## [19657] UNKN_UNKN
## [19658] UNENCRYPTED_IDENTIFIER
## [19659] UNKN_UNKN
## [19660] UNKN_UNKN
## [19661] UNKN_UNKN
## [19662] UNKN_UNKN
## [19663] UNENCRYPTED_IDENTIFIER
## [19664] UNKN_UNKN
## [19665] UNKN_UNKN
## [19666] UNKN_UNKN
## [19667] UNENCRYPTED_IDENTIFIER
## [19668] UNKN_UNKN
## [19669] UNKN_UNKN
## [19670] UNENCRYPTED_IDENTIFIER
## [19671] UNKN_UNKN
## [19672] UNENCRYPTED_IDENTIFIER
## [19673] UNENCRYPTED_IDENTIFIER
## [19674] UNKN_UNKN
## [19675] UNENCRYPTED_IDENTIFIER
## [19676] UNENCRYPTED_IDENTIFIER
## [19677] UNKN_UNKN
## [19678] UNENCRYPTED_IDENTIFIER
## [19679] UNKN_UNKN
## [19680] UNKN_UNKN
## [19681] UNKN_UNKN
## [19682] UNENCRYPTED_IDENTIFIER
## [19683] UNKN_UNKN
## [19684] UNENCRYPTED_IDENTIFIER
## [19685] UNKN_UNKN
## [19686] UNKN_UNKN
## [19687] UNENCRYPTED_IDENTIFIER
## [19688] UNKN_UNKN
## [19689] UNENCRYPTED_IDENTIFIER
## [19690] UNENCRYPTED_IDENTIFIER
## [19691] UNKN_UNKN
## [19692] UNENCRYPTED_IDENTIFIER
## [19693] UNENCRYPTED_IDENTIFIER
## [19694] UNKN_UNKN
## [19695] UNKN_UNKN
## [19696] UNKN_UNKN
## [19697] UNKN_UNKN
## [19698] UNENCRYPTED_IDENTIFIER
## [19699] UNENCRYPTED_IDENTIFIER
## [19700] UNKN_UNKN
## [19701] UNKN_UNKN
## [19702] UNENCRYPTED_IDENTIFIER
## [19703] UNKN_UNKN
## [19704] UNENCRYPTED_IDENTIFIER
## [19705] UNKN_UNKN
## [19706] UNENCRYPTED_UNKN
## [19707] UNENCRYPTED_IDENTIFIER
## [19708] UNENCRYPTED_IDENTIFIER
## [19709] UNKN_UNKN
## [19710] UNENCRYPTED_IDENTIFIER
## [19711] UNKN_UNKN
## [19712] UNENCRYPTED_IDENTIFIER
## [19713] UNKN_UNKN
## [19714] UNKN_UNKN
## [19715] UNKN_UNKN
## [19716] UNENCRYPTED_SENSITIVE-LOGIN
## [19717] UNKN_UNKN
## [19718] UNENCRYPTED_IDENTIFIER
## [19719] UNKN_UNKN
## [19720] UNENCRYPTED_IDENTIFIER
## [19721] UNENCRYPTED_IDENTIFIER
## [19722] UNKN_UNKN
## [19723] UNENCRYPTED_IDENTIFIER
## [19724] UNENCRYPTED_IDENTIFIER
## [19725] UNKN_UNKN
## [19726] UNKN_UNKN
## [19727] UNENCRYPTED_IDENTIFIER
## [19728] UNKN_UNKN
## [19729] UNKN_UNKN
## [19730] UNKN_UNKN
## [19731] UNENCRYPTED_IDENTIFIER
## [19732] UNKN_UNKN
## [19733] UNKN_UNKN
## [19734] UNENCRYPTED_IDENTIFIER
## [19735] UNENCRYPTED_IDENTIFIER
## [19736] UNKNOWN_UNKN
## [19737] UNENCRYPTED_SENSITIVE-LOGIN
## [19738] UNENCRYPTED_IDENTIFIER
## [19739] UNKN_UNKN
## [19740] UNENCRYPTED_IDENTIFIER
## [19741] UNKN_UNKN
## [19742] UNKN_UNKN
## [19743] UNENCRYPTED_IDENTIFIER
## [19744] UNKN_UNKN
## [19745] UNENCRYPTED_IDENTIFIER
## [19746] UNENCRYPTED_IDENTIFIER
## [19747] UNKN_UNKN
## [19748] UNKN_UNKN
## [19749] UNENCRYPTED_IDENTIFIER
## [19750] UNKN_UNKN
## [19751] UNKN_UNKN
## [19752] UNKN_UNKN
## [19753] UNKN_UNKN
## [19754] UNKN_UNKN
## [19755] UNKN_UNKN
## [19756] UNENCRYPTED_IDENTIFIER
## [19757] UNKN_UNKN
## [19758] UNENCRYPTED_IDENTIFIER
## [19759] UNKN_UNKN
## [19760] UNENCRYPTED_IDENTIFIER
## [19761] UNKN_UNKN
## [19762] UNENCRYPTED_IDENTIFIER
## [19763] UNKN_UNKN
## [19764] ENCRYPTED_IDENTIFIER
## [19765] UNKN_UNKN
## [19766] UNENCRYPTED_IDENTIFIER
## [19767] UNKN_UNKN
## [19768] UNKN_UNKN
## [19769] UNKN_UNKN
## [19770] UNENCRYPTED_IDENTIFIER
## [19771] UNENCRYPTED_IDENTIFIER
## [19772] UNENCRYPTED_IDENTIFIER
## [19773] UNKN_UNKN
## [19774] UNENCRYPTED_IDENTIFIER
## [19775] UNKN_UNKN
## [19776] UNENCRYPTED_IDENTIFIER
## [19777] UNKN_UNKN
## [19778] UNENCRYPTED_IDENTIFIER
## [19779] UNENCRYPTED_IDENTIFIER
## [19780] UNKN_UNKN
## [19781] UNENCRYPTED_IDENTIFIER
## [19782] UNKN_UNKN
## [19783] UNKN_UNKN
## [19784] UNENCRYPTED_IDENTIFIER
## [19785] UNENCRYPTED_IDENTIFIER
## [19786] UNENCRYPTED_HEALTH
## [19787] UNKN_UNKN
## [19788] UNKN_UNKN
## [19789] UNENCRYPTED_IDENTIFIER
## [19790] UNENCRYPTED_IDENTIFIER
## [19791] UNKN_UNKN
## [19792] UNKN_UNKN
## [19793] UNENCRYPTED_IDENTIFIER
## [19794] UNENCRYPTED_IDENTIFIER
## [19795] UNENCRYPTED_IDENTIFIER
## [19796] UNENCRYPTED_IDENTIFIER
## [19797] UNENCRYPTED_IDENTIFIER
## [19798] UNKN_UNKN
## [19799] UNKN_UNKN
## [19800] UNENCRYPTED_UNKN
## [19801] UNKN_UNKN
## [19802] UNKN_UNKN
## [19803] UNKN_UNKN
## [19804] UNKN_UNKN
## [19805] UNENCRYPTED_IDENTIFIER
## [19806] UNENCRYPTED_IDENTIFIER
## [19807] UNKN_UNKN
## [19808] UNKN_UNKN
## [19809] UNKN_UNKN
## [19810] UNKN_UNKN
## [19811] UNKN_UNKN
## [19812] UNKN_UNKN
## [19813] UNKN_UNKN
## [19814] UNKN_UNKN
## [19815] UNENCRYPTED_IDENTIFIER
## [19816] UNENCRYPTED_IDENTIFIER
## [19817] UNKN_UNKN
## [19818] UNENCRYPTED_IDENTIFIER
## [19819] UNENCRYPTED_IDENTIFIER
## [19820] UNENCRYPTED_UNKN
## [19821] UNKN_UNKN
## [19822] UNENCRYPTED_IDENTIFIER
## [19823] UNKN_UNKN
## [19824] UNENCRYPTED_IDENTIFIER
## [19825] UNENCRYPTED_IDENTIFIER
## [19826] UNENCRYPTED_IDENTIFIER
## [19827] UNENCRYPTED_IDENTIFIER
## [19828] UNENCRYPTED_IDENTIFIER
## [19829] UNKN_UNKN
## [19830] UNENCRYPTED_IDENTIFIER
## [19831] UNKN_UNKN
## [19832] UNKN_UNKN
## [19833] UNKN_UNKN
## [19834] UNKN_UNKN
## [19835] UNENCRYPTED_UNKN
## [19836] UNENCRYPTED_IDENTIFIER
## [19837] UNKN_UNKN
## [19838] UNENCRYPTED_IDENTIFIER
## [19839] UNKN_UNKN
## [19840] UNKN_UNKN
## [19841] UNENCRYPTED_IDENTIFIER
## [19842] UNKN_UNKN
## [19843] UNKN_UNKN
## [19844] UNENCRYPTED_HEALTH
## [19845] UNKN_UNKN
## [19846] UNENCRYPTED_IDENTIFIER
## [19847] UNENCRYPTED_IDENTIFIER
## [19848] UNKN_UNKN
## [19849] UNKN_UNKN
## [19850] UNKN_UNKN
## [19851] UNENCRYPTED_IDENTIFIER
## [19852] UNKN_UNKN
## [19853] UNENCRYPTED_IDENTIFIER
## [19854] UNKN_UNKN
## [19855] UNENCRYPTED_IDENTIFIER
## [19856] UNKN_UNKN
## [19857] ENCRYPTED_IDENTIFIER
## [19858] UNKN_UNKN
## [19859] UNENCRYPTED_HEALTH
## [19860] ENCRYPTED_IDENTIFIER
## [19861] UNKN_UNKN
## [19862] UNENCRYPTED_IDENTIFIER
## [19863] UNKN_UNKN
## [19864] UNKN_UNKN
## [19865] UNENCRYPTED_IDENTIFIER
## [19866] UNENCRYPTED_IDENTIFIER
## [19867] UNENCRYPTED_HEALTH
## [19868] UNENCRYPTED_IDENTIFIER
## [19869] UNENCRYPTED_IDENTIFIER
## [19870] UNENCRYPTED_IDENTIFIER
## [19871] UNKN_UNKN
## [19872] UNENCRYPTED_IDENTIFIER
## [19873] UNENCRYPTED_IDENTIFIER
## [19874] UNENCRYPTED_IDENTIFIER
## [19875] UNENCRYPTED_HEALTH
## [19876] UNKN_UNKN
## [19877] UNKN_UNKN
## [19878] UNENCRYPTED_IDENTIFIER
## [19879] UNKN_UNKN
## [19880] UNKN_UNKN
## [19881] UNENCRYPTED_IDENTIFIER
## [19882] UNENCRYPTED_IDENTIFIER
## [19883] UNKN_UNKN
## [19884] UNKN_UNKN
## [19885] UNKN_UNKN
## [19886] UNENCRYPTED_IDENTIFIER
## [19887] UNKN_UNKN
## [19888] UNKN_UNKN
## [19889] UNKN_UNKN
## [19890] UNKN_UNKN
## [19891] UNENCRYPTED_IDENTIFIER
## [19892] UNENCRYPTED_IDENTIFIER
## [19893] UNKN_UNKN
## [19894] UNENCRYPTED_IDENTIFIER
## [19895] UNKN_UNKN
## [19896] UNENCRYPTED_IDENTIFIER
## [19897] UNENCRYPTED_IDENTIFIER
## [19898] UNENCRYPTED_IDENTIFIER
## [19899] UNENCRYPTED_IDENTIFIER
## [19900] UNKN_UNKN
## [19901] UNKN_UNKN
## [19902] UNENCRYPTED_IDENTIFIER
## [19903] UNKN_UNKN
## [19904] UNENCRYPTED_IDENTIFIER
## [19905] UNENCRYPTED_IDENTIFIER
## [19906] UNKN_UNKN
## [19907] ENCRYPTED_IDENTIFIER
## [19908] UNKN_UNKN
## [19909] UNKN_UNKN
## [19910] UNKN_UNKN
## [19911] UNENCRYPTED_HEALTH
## [19912] UNKN_UNKN
## [19913] UNKN_UNKN
## [19914] UNKN_UNKN
## [19915] UNENCRYPTED_IDENTIFIER
## [19916] UNENCRYPTED_UNKN
## [19917] UNENCRYPTED_IDENTIFIER
## [19918] UNENCRYPTED_IDENTIFIER
## [19919] UNENCRYPTED_IDENTIFIER
## [19920] UNKN_UNKN
## [19921] UNKN_UNKN
## [19922] UNENCRYPTED_IDENTIFIER
## [19923] UNKN_UNKN
## [19924] UNKN_UNKN
## [19925] UNENCRYPTED_IDENTIFIER
## [19926] UNENCRYPTED_IDENTIFIER
## [19927] UNKN_UNKN
## [19928] UNKN_UNKN
## [19929] UNKN_UNKN
## [19930] UNKN_UNKN
## [19931] UNENCRYPTED_IDENTIFIER
## [19932] UNKN_UNKN
## [19933] UNENCRYPTED_IDENTIFIER
## [19934] UNKN_UNKN
## [19935] UNKN_UNKN
## [19936] UNKN_UNKN
## [19937] UNENCRYPTED_IDENTIFIER
## [19938] UNENCRYPTED_IDENTIFIER
## [19939] UNENCRYPTED_IDENTIFIER
## [19940] UNKN_UNKN
## [19941] UNKN_UNKN
## [19942] UNENCRYPTED_IDENTIFIER
## [19943] UNENCRYPTED_IDENTIFIER
## [19944] UNKN_UNKN
## [19945] UNENCRYPTED_IDENTIFIER
## [19946] UNENCRYPTED_IDENTIFIER
## [19947] UNENCRYPTED_IDENTIFIER
## [19948] UNKN_UNKN
## [19949] UNKN_UNKN
## [19950] UNKN_UNKN
## [19951] UNENCRYPTED_IDENTIFIER
## [19952] UNENCRYPTED_IDENTIFIER
## [19953] UNENCRYPTED_IDENTIFIER
## [19954] UNENCRYPTED_IDENTIFIER
## [19955] UNKN_UNKN
## [19956] UNKN_UNKN
## [19957] UNENCRYPTED_IDENTIFIER
## [19958] UNKN_UNKN
## [19959] UNKN_UNKN
## [19960] UNENCRYPTED_IDENTIFIER
## [19961] UNENCRYPTED_UNKN
## [19962] UNENCRYPTED_IDENTIFIER
## [19963] UNENCRYPTED_IDENTIFIER
## [19964] UNKN_UNKN
## [19965] UNENCRYPTED_IDENTIFIER
## [19966] UNKN_UNKN
## [19967] UNENCRYPTED_IDENTIFIER
## [19968] UNKN_UNKN
## [19969] UNENCRYPTED_IDENTIFIER
## [19970] UNENCRYPTED_IDENTIFIER
## [19971] UNKN_UNKN
## [19972] UNENCRYPTED_IDENTIFIER
## [19973] UNENCRYPTED_IDENTIFIER
## [19974] UNENCRYPTED_IDENTIFIER
## [19975] UNKN_UNKN
## [19976] UNKN_UNKN
## [19977] UNENCRYPTED_HEALTH
## [19978] UNENCRYPTED_IDENTIFIER
## [19979] UNENCRYPTED_IDENTIFIER
## [19980] UNKN_UNKN
## [19981] UNKN_UNKN
## [19982] UNENCRYPTED_IDENTIFIER
## [19983] UNENCRYPTED_IDENTIFIER
## [19984] UNKN_UNKN
## [19985] UNKN_UNKN
## [19986] UNKN_UNKN
## [19987] UNENCRYPTED_IDENTIFIER
## [19988] UNENCRYPTED_IDENTIFIER
## [19989] UNKN_UNKN
## [19990] UNKN_UNKN
## [19991] UNENCRYPTED_IDENTIFIER
## [19992] UNENCRYPTED_IDENTIFIER
## [19993] UNENCRYPTED_IDENTIFIER
## [19994] UNENCRYPTED_IDENTIFIER
## [19995] UNENCRYPTED_IDENTIFIER
## [19996] UNENCRYPTED_IDENTIFIER
## [19997] UNKN_UNKN
## [19998] UNKN_UNKN
## [19999] UNENCRYPTED_IDENTIFIER
## [20000] UNKN_UNKN
## [20001] UNENCRYPTED_IDENTIFIER
## [20002] UNENCRYPTED_IDENTIFIER
## [20003] UNKN_UNKN
## [20004] UNENCRYPTED_IDENTIFIER
## [20005] UNENCRYPTED_IDENTIFIER
## [20006] UNKN_UNKN
## [20007] UNKN_UNKN
## [20008] UNKN_UNKN
## [20009] UNENCRYPTED_IDENTIFIER
## [20010] UNKN_UNKN
## [20011] UNKN_UNKN
## [20012] UNENCRYPTED_IDENTIFIER
## [20013] UNENCRYPTED_IDENTIFIER
## [20014] UNKN_UNKN
## [20015] UNENCRYPTED_IDENTIFIER
## [20016] UNKN_UNKN
## [20017] UNENCRYPTED_IDENTIFIER
## [20018] UNKN_UNKN
## [20019] UNKN_UNKN
## [20020] UNENCRYPTED_IDENTIFIER
## [20021] UNKN_UNKN
## [20022] UNENCRYPTED_IDENTIFIER
## [20023] UNKN_UNKN
## [20024] UNENCRYPTED_IDENTIFIER
## [20025] UNKN_UNKN
## [20026] UNENCRYPTED_HEALTH
## [20027] UNKN_UNKN
## [20028] UNENCRYPTED_IDENTIFIER
## [20029] UNKN_UNKN
## [20030] UNENCRYPTED_IDENTIFIER
## [20031] UNKN_UNKN
## [20032] UNENCRYPTED_IDENTIFIER
## [20033] UNKN_UNKN
## [20034] UNKN_UNKN
## [20035] UNKN_UNKN
## [20036] UNENCRYPTED_IDENTIFIER
## [20037] UNENCRYPTED_IDENTIFIER
## [20038] UNKN_UNKN
## [20039] UNKN_UNKN
## [20040] UNKN_UNKN
## [20041] UNENCRYPTED_IDENTIFIER
## [20042] UNKN_UNKN
## [20043] UNENCRYPTED_IDENTIFIER
## [20044] UNENCRYPTED_IDENTIFIER
## [20045] UNKN_UNKN
## [20046] UNKN_UNKN
## [20047] UNKN_UNKN
## [20048] UNENCRYPTED_IDENTIFIER
## [20049] UNKN_UNKN
## [20050] UNKN_UNKN
## [20051] UNENCRYPTED_IDENTIFIER
## [20052] UNKN_UNKN
## [20053] UNENCRYPTED_IDENTIFIER
## [20054] UNENCRYPTED_HEALTH
## [20055] UNKN_UNKN
## [20056] UNENCRYPTED_IDENTIFIER
## [20057] UNKN_UNKN
## [20058] UNENCRYPTED_IDENTIFIER
## [20059] UNENCRYPTED_IDENTIFIER
## [20060] UNKN_UNKN
## [20061] UNKN_UNKN
## [20062] UNENCRYPTED_IDENTIFIER
## [20063] UNENCRYPTED_IDENTIFIER
## [20064] UNKN_UNKN
## [20065] UNKN_UNKN
## [20066] UNENCRYPTED_IDENTIFIER
## [20067] UNENCRYPTED_IDENTIFIER
## [20068] UNENCRYPTED_IDENTIFIER
## [20069] UNENCRYPTED_IDENTIFIER
## [20070] UNENCRYPTED_IDENTIFIER
## [20071] UNKN_UNKN
## [20072] UNKN_UNKN
## [20073] UNKN_UNKN
## [20074] UNENCRYPTED_IDENTIFIER
## [20075] UNKN_UNKN
## [20076] UNENCRYPTED_IDENTIFIER
## [20077] UNKN_UNKN
## [20078] UNKN_UNKN
## [20079] UNENCRYPTED_IDENTIFIER
## [20080] UNENCRYPTED_IDENTIFIER
## [20081] UNKN_UNKN
## [20082] UNENCRYPTED_IDENTIFIER
## [20083] UNKN_UNKN
## [20084] UNKN_UNKN
## [20085] UNENCRYPTED_IDENTIFIER
## [20086] UNKN_UNKN
## [20087] UNENCRYPTED_IDENTIFIER
## [20088] UNENCRYPTED_IDENTIFIER
## [20089] UNKN_UNKN
## [20090] UNENCRYPTED_IDENTIFIER
## [20091] UNKN_UNKN
## [20092] UNKN_UNKN
## [20093] UNKN_UNKN
## [20094] UNENCRYPTED_IDENTIFIER
## [20095] UNENCRYPTED_IDENTIFIER
## [20096] UNKN_UNKN
## [20097] UNKN_UNKN
## [20098] UNENCRYPTED_IDENTIFIER
## [20099] UNKN_UNKN
## [20100] UNKN_UNKN
## [20101] UNENCRYPTED_IDENTIFIER
## [20102] UNENCRYPTED_IDENTIFIER
## [20103] UNENCRYPTED_IDENTIFIER
## [20104] UNENCRYPTED_IDENTIFIER
## [20105] UNKN_UNKN
## [20106] UNKN_UNKN
## [20107] UNENCRYPTED_IDENTIFIER
## [20108] UNENCRYPTED_IDENTIFIER
## [20109] UNKN_UNKN
## [20110] UNENCRYPTED_IDENTIFIER
## [20111] UNENCRYPTED_UNKN
## [20112] UNENCRYPTED_IDENTIFIER
## [20113] UNKN_UNKN
## [20114] UNKN_UNKN
## [20115] UNKN_UNKN
## [20116] UNKN_UNKN
## [20117] UNKN_UNKN
## [20118] UNKN_UNKN
## [20119] UNKN_UNKN
## [20120] UNENCRYPTED_IDENTIFIER
## [20121] UNKN_UNKN
## [20122] UNKN_UNKN
## [20123] UNKN_UNKN
## [20124] UNKN_UNKN
## [20125] UNENCRYPTED_IDENTIFIER
## [20126] UNKN_UNKN
## [20127] UNENCRYPTED_IDENTIFIER
## [20128] UNKN_UNKN
## [20129] UNKN_UNKN
## [20130] UNENCRYPTED_IDENTIFIER
## [20131] UNENCRYPTED_IDENTIFIER
## [20132] UNENCRYPTED_IDENTIFIER
## [20133] UNKN_UNKN
## [20134] UNENCRYPTED_IDENTIFIER
## [20135] UNKN_UNKN
## [20136] UNENCRYPTED_IDENTIFIER
## [20137] UNENCRYPTED_UNKN
## [20138] UNKN_UNKN
## [20139] UNKN_UNKN
## [20140] UNKN_UNKN
## [20141] UNKN_UNKN
## [20142] UNKN_UNKN
## [20143] UNKN_UNKN
## [20144] UNKN_UNKN
## [20145] UNKN_UNKN
## [20146] UNKN_UNKN
## [20147] UNKN_UNKN
## [20148] UNKN_UNKN
## [20149] UNKN_UNKN
## [20150] UNKN_UNKN
## [20151] UNENCRYPTED_IDENTIFIER
## [20152] UNENCRYPTED_IDENTIFIER
## [20153] UNKN_UNKN
## [20154] UNENCRYPTED_IDENTIFIER
## [20155] UNKN_UNKN
## [20156] UNKN_UNKN
## [20157] UNENCRYPTED_UNKN
## [20158] UNKN_UNKN
## [20159] UNKN_UNKN
## [20160] UNKN_UNKN
## [20161] UNENCRYPTED_SENSITIVE-LOGIN
## [20162] UNKN_UNKN
## [20163] UNKN_UNKN
## [20164] UNKN_UNKN
## [20165] UNENCRYPTED_IDENTIFIER
## [20166] UNKN_UNKN
## [20167] UNKN_UNKN
## [20168] UNKN_UNKN
## [20169] UNENCRYPTED_IDENTIFIER
## [20170] UNENCRYPTED_IDENTIFIER
## [20171] UNKN_UNKN
## [20172] UNENCRYPTED_IDENTIFIER
## [20173] UNENCRYPTED_IDENTIFIER
## [20174] UNENCRYPTED_IDENTIFIER
## [20175] UNENCRYPTED_IDENTIFIER
## [20176] UNKN_UNKN
## [20177] UNKN_UNKN
## [20178] UNKN_UNKN
## [20179] UNENCRYPTED_SENSITIVE-LOGIN
## [20180] UNENCRYPTED_IDENTIFIER
## [20181] UNKN_UNKN
## [20182] UNKN_UNKN
## [20183] UNENCRYPTED_IDENTIFIER
## [20184] UNKN_UNKN
## [20185] UNKN_UNKN
## [20186] UNKN_UNKN
## [20187] UNKN_UNKN
## [20188] UNENCRYPTED_HEALTH
## [20189] UNKN_UNKN
## [20190] UNENCRYPTED_IDENTIFIER
## [20191] UNENCRYPTED_IDENTIFIER
## [20192] UNKN_UNKN
## [20193] UNKN_UNKN
## [20194] UNENCRYPTED_IDENTIFIER
## [20195] UNENCRYPTED_IDENTIFIER
## [20196] UNKN_UNKN
## [20197] UNKN_UNKN
## [20198] UNENCRYPTED_IDENTIFIER
## [20199] UNKN_UNKN
## [20200] UNKN_UNKN
## [20201] UNKN_UNKN
## [20202] UNENCRYPTED_IDENTIFIER
## [20203] UNENCRYPTED_IDENTIFIER
## [20204] UNKN_UNKN
## [20205] UNENCRYPTED_IDENTIFIER
## [20206] UNENCRYPTED_IDENTIFIER
## [20207] UNKN_UNKN
## [20208] UNENCRYPTED_IDENTIFIER
## [20209] UNENCRYPTED_IDENTIFIER
## [20210] UNENCRYPTED_IDENTIFIER
## [20211] UNENCRYPTED_IDENTIFIER
## [20212] UNKN_UNKN
## [20213] UNENCRYPTED_IDENTIFIER
## [20214] UNENCRYPTED_UNKN
## [20215] UNENCRYPTED_IDENTIFIER
## [20216] UNKN_UNKN
## [20217] UNKN_UNKN
## [20218] UNKN_UNKN
## [20219] UNENCRYPTED_IDENTIFIER
## [20220] UNENCRYPTED_IDENTIFIER
## [20221] UNENCRYPTED_IDENTIFIER
## [20222] UNENCRYPTED_IDENTIFIER
## [20223] UNENCRYPTED_IDENTIFIER
## [20224] UNENCRYPTED_IDENTIFIER
## [20225] UNENCRYPTED_IDENTIFIER
## [20226] UNKN_UNKN
## [20227] UNENCRYPTED_IDENTIFIER
## [20228] UNENCRYPTED_IDENTIFIER
## [20229] UNKN_UNKN
## [20230] UNKN_UNKN
## [20231] UNKN_UNKN
## [20232] UNKN_UNKN
## [20233] UNKN_UNKN
## [20234] UNENCRYPTED_IDENTIFIER
## [20235] UNENCRYPTED_IDENTIFIER
## [20236] UNKN_UNKN
## [20237] UNENCRYPTED_IDENTIFIER
## [20238] UNKN_UNKN
## [20239] UNENCRYPTED_IDENTIFIER
## [20240] UNKN_UNKN
## [20241] UNKN_UNKN
## [20242] UNENCRYPTED_IDENTIFIER
## [20243] UNKN_UNKN
## [20244] UNENCRYPTED_IDENTIFIER
## [20245] UNKN_UNKN
## [20246] UNENCRYPTED_IDENTIFIER
## [20247] UNKN_UNKN
## [20248] UNKN_UNKN
## [20249] UNENCRYPTED_IDENTIFIER
## [20250] UNENCRYPTED_IDENTIFIER
## [20251] UNENCRYPTED_IDENTIFIER
## [20252] UNKN_UNKN
## [20253] UNKN_UNKN
## [20254] UNKN_UNKN
## [20255] UNKN_UNKN
## [20256] UNENCRYPTED_IDENTIFIER
## [20257] UNKN_UNKN
## [20258] UNKN_UNKN
## [20259] UNKN_UNKN
## [20260] UNKN_UNKN
## [20261] UNENCRYPTED_UNKN
## [20262] UNENCRYPTED_UNKN
## [20263] UNENCRYPTED_UNKN
## [20264] UNKN_UNKN
## [20265] UNENCRYPTED_IDENTIFIER
## [20266] UNENCRYPTED_IDENTIFIER
## [20267] UNKN_UNKN
## [20268] UNKN_UNKN
## [20269] UNENCRYPTED_IDENTIFIER
## [20270] UNENCRYPTED_IDENTIFIER
## [20271] UNENCRYPTED_IDENTIFIER
## [20272] UNENCRYPTED_IDENTIFIER
## [20273] UNKN_UNKN
## [20274] UNKN_UNKN
## [20275] UNKN_UNKN
## [20276] UNKN_UNKN
## [20277] UNKN_UNKN
## [20278] UNENCRYPTED_IDENTIFIER
## [20279] UNENCRYPTED_IDENTIFIER
## [20280] UNKN_UNKN
## [20281] UNKN_UNKN
## [20282] UNKN_UNKN
## [20283] UNKN_UNKN
## [20284] UNKN_UNKN
## [20285] UNKN_UNKN
## [20286] UNKN_UNKN
## [20287] UNKN_UNKN
## [20288] UNKN_UNKN
## [20289] UNENCRYPTED_IDENTIFIER
## [20290] UNKN_UNKN
## [20291] UNENCRYPTED_SENSITIVE-LOGIN
## [20292] UNENCRYPTED_IDENTIFIER
## [20293] UNKN_UNKN
## [20294] UNKN_UNKN
## [20295] UNENCRYPTED_IDENTIFIER
## [20296] UNKN_UNKN
## [20297] UNENCRYPTED_IDENTIFIER
## [20298] UNENCRYPTED_IDENTIFIER
## [20299] UNKN_UNKN
## [20300] UNKN_UNKN
## [20301] UNKN_UNKN
## [20302] UNENCRYPTED_UNKN
## [20303] UNKN_UNKN
## [20304] UNKN_UNKN
## [20305] UNKN_UNKN
## [20306] UNENCRYPTED_IDENTIFIER
## [20307] UNKN_UNKN
## [20308] UNKN_UNKN
## [20309] UNENCRYPTED_IDENTIFIER
## [20310] UNENCRYPTED_IDENTIFIER
## [20311] UNENCRYPTED_IDENTIFIER
## [20312] UNKN_UNKN
## [20313] UNKN_UNKN
## [20314] UNKN_UNKN
## [20315] UNKN_UNKN
## [20316] UNKN_UNKN
## [20317] UNKN_UNKN
## [20318] UNENCRYPTED_IDENTIFIER
## [20319] UNKN_UNKN
## [20320] UNENCRYPTED_HEALTH
## [20321] UNENCRYPTED_IDENTIFIER
## [20322] UNKN_UNKN
## [20323] UNENCRYPTED_IDENTIFIER
## [20324] UNENCRYPTED_HEALTH
## [20325] UNENCRYPTED_IDENTIFIER
## [20326] UNKN_UNKN
## [20327] UNENCRYPTED_IDENTIFIER
## [20328] UNENCRYPTED_IDENTIFIER
## [20329] UNENCRYPTED_IDENTIFIER
## [20330] UNENCRYPTED_IDENTIFIER
## [20331] UNENCRYPTED_UNKN
## [20332] UNENCRYPTED_IDENTIFIER
## [20333] UNKN_UNKN
## [20334] UNENCRYPTED_IDENTIFIER
## [20335] UNENCRYPTED_IDENTIFIER
## [20336] UNKN_UNKN
## [20337] UNENCRYPTED_UNKN
## [20338] UNKN_UNKN
## [20339] UNENCRYPTED_IDENTIFIER
## [20340] UNKN_UNKN
## [20341] UNENCRYPTED_UNKN
## [20342] UNKN_UNKN
## [20343] UNENCRYPTED_IDENTIFIER
## [20344] UNENCRYPTED_IDENTIFIER
## [20345] UNKN_UNKN
## [20346] UNKN_UNKN
## [20347] UNENCRYPTED_IDENTIFIER
## [20348] UNENCRYPTED_IDENTIFIER
## [20349] UNKN_UNKN
## [20350] UNKN_UNKN
## [20351] UNENCRYPTED_IDENTIFIER
## [20352] UNKN_UNKN
## [20353] UNKN_UNKN
## [20354] UNENCRYPTED_IDENTIFIER
## [20355] UNKN_UNKN
## [20356] UNENCRYPTED_IDENTIFIER
## [20357] UNKN_UNKN
## [20358] UNKN_UNKN
## [20359] UNENCRYPTED_SENSITIVE-LOGIN
## [20360] UNKN_UNKN
## [20361] UNENCRYPTED_IDENTIFIER
## [20362] UNKN_UNKN
## [20363] UNKN_UNKN
## [20364] UNKN_UNKN
## [20365] UNENCRYPTED_UNKN
## [20366] UNKN_UNKN
## [20367] UNENCRYPTED_IDENTIFIER
## [20368] UNENCRYPTED_IDENTIFIER
## [20369] UNENCRYPTED_IDENTIFIER
## [20370] UNKN_UNKN
## [20371] UNKN_UNKN
## [20372] UNKN_UNKN
## [20373] UNENCRYPTED_IDENTIFIER
## [20374] UNENCRYPTED_IDENTIFIER
## [20375] UNENCRYPTED_IDENTIFIER
## [20376] UNKN_UNKN
## [20377] UNENCRYPTED_IDENTIFIER
## [20378] UNENCRYPTED_IDENTIFIER
## [20379] UNENCRYPTED_IDENTIFIER
## [20380] UNKN_UNKN
## [20381] UNENCRYPTED_HEALTH
## [20382] UNENCRYPTED_IDENTIFIER
## [20383] UNKN_UNKN
## [20384] UNENCRYPTED_IDENTIFIER
## [20385] UNKN_UNKN
## [20386] UNKN_UNKN
## [20387] UNKN_UNKN
## [20388] UNKN_UNKN
## [20389] UNENCRYPTED_UNKN
## [20390] UNENCRYPTED_IDENTIFIER
## [20391] UNENCRYPTED_IDENTIFIER
## [20392] UNKN_UNKN
## [20393] UNENCRYPTED_IDENTIFIER
## [20394] UNKN_UNKN
## [20395] UNKN_UNKN
## [20396] UNKN_UNKN
## [20397] UNKN_UNKN
## [20398] UNENCRYPTED_IDENTIFIER
## [20399] UNENCRYPTED_IDENTIFIER
## [20400] UNKN_UNKN
## [20401] UNKN_UNKN
## [20402] UNENCRYPTED_IDENTIFIER
## [20403] UNENCRYPTED_IDENTIFIER
## [20404] UNKN_UNKN
## [20405] UNKN_UNKN
## [20406] UNENCRYPTED_SENSITIVE-LOGIN
## [20407] UNENCRYPTED_IDENTIFIER
## [20408] UNENCRYPTED_IDENTIFIER
## [20409] UNKN_UNKN
## [20410] UNKN_UNKN
## [20411] ENCRYPTED_IDENTIFIER
## [20412] UNENCRYPTED_IDENTIFIER
## [20413] UNENCRYPTED_UNKN
## [20414] UNENCRYPTED_IDENTIFIER
## [20415] UNENCRYPTED_IDENTIFIER
## [20416] UNENCRYPTED_IDENTIFIER
## [20417] UNKN_UNKN
## [20418] UNENCRYPTED_IDENTIFIER
## [20419] UNKN_UNKN
## [20420] UNKN_UNKN
## [20421] UNENCRYPTED_IDENTIFIER
## [20422] UNKN_UNKN
## [20423] UNKN_UNKN
## [20424] UNENCRYPTED_HEALTH
## [20425] UNKN_UNKN
## [20426] UNKN_UNKN
## [20427] UNENCRYPTED_SENSITIVE-GOV
## [20428] UNKN_UNKN
## [20429] UNKN_UNKN
## [20430] UNENCRYPTED_IDENTIFIER
## [20431] UNKN_UNKN
## [20432] UNKN_UNKN
## [20433] UNENCRYPTED_UNKN
## [20434] UNENCRYPTED_IDENTIFIER
## [20435] UNENCRYPTED_IDENTIFIER
## [20436] UNKN_UNKN
## [20437] UNKN_UNKN
## [20438] UNKN_UNKN
## [20439] UNKN_UNKN
## [20440] UNENCRYPTED_IDENTIFIER
## [20441] UNKN_UNKN
## [20442] UNENCRYPTED_IDENTIFIER
## [20443] UNKN_UNKN
## [20444] UNKN_UNKN
## [20445] UNKN_UNKN
## [20446] UNKN_UNKN
## [20447] UNENCRYPTED_IDENTIFIER
## [20448] UNKN_UNKN
## [20449] UNKN_UNKN
## [20450] UNKN_UNKN
## [20451] UNENCRYPTED_IDENTIFIER
## [20452] UNENCRYPTED_IDENTIFIER
## [20453] UNKN_UNKN
## [20454] UNKN_UNKN
## [20455] UNKN_UNKN
## [20456] UNENCRYPTED_IDENTIFIER
## [20457] UNKN_UNKN
## [20458] UNKN_UNKN
## [20459] UNKN_UNKN
## [20460] UNKN_UNKN
## [20461] UNKN_UNKN
## [20462] UNENCRYPTED_IDENTIFIER
## [20463] UNENCRYPTED_HEALTH
## [20464] UNKN_UNKN
## [20465] UNKN_UNKN
## [20466] UNENCRYPTED_IDENTIFIER
## [20467] UNENCRYPTED_IDENTIFIER
## [20468] UNKN_UNKN
## [20469] UNKN_UNKN
## [20470] UNENCRYPTED_IDENTIFIER
## [20471] UNKN_UNKN
## [20472] UNENCRYPTED_IDENTIFIER
## [20473] UNENCRYPTED_IDENTIFIER
## [20474] ENCRYPTED_IDENTIFIER
## [20475] UNKN_UNKN
## [20476] UNENCRYPTED_IDENTIFIER
## [20477] UNENCRYPTED_IDENTIFIER
## [20478] UNKN_UNKN
## [20479] UNKN_UNKN
## [20480] ENCRYPTED_IDENTIFIER
## [20481] UNKN_UNKN
## [20482] UNKN_UNKN
## [20483] UNENCRYPTED_IDENTIFIER
## [20484] UNKN_UNKN
## [20485] UNKN_UNKN
## [20486] UNKN_UNKN
## [20487] UNENCRYPTED_IDENTIFIER
## [20488] UNKN_UNKN
## [20489] UNKN_UNKN
## [20490] UNKN_UNKN
## [20491] UNKN_UNKN
## [20492] UNENCRYPTED_IDENTIFIER
## [20493] UNENCRYPTED_IDENTIFIER
## [20494] UNENCRYPTED_IDENTIFIER
## [20495] UNKN_UNKN
## [20496] UNENCRYPTED_IDENTIFIER
## [20497] UNKN_UNKN
## [20498] UNKN_UNKN
## [20499] UNKN_UNKN
## [20500] UNKN_UNKN
## [20501] UNENCRYPTED_IDENTIFIER
## [20502] UNKN_UNKN
## [20503] UNKN_UNKN
## [20504] UNKN_UNKN
## [20505] UNKN_UNKN
## [20506] UNKN_UNKN
## [20507] UNKN_UNKN
## [20508] UNKN_UNKN
## [20509] UNENCRYPTED_IDENTIFIER
## [20510] UNENCRYPTED_IDENTIFIER
## [20511] UNENCRYPTED_IDENTIFIER
## [20512] UNKN_UNKN
## [20513] UNKN_UNKN
## [20514] UNENCRYPTED_IDENTIFIER
## [20515] UNKN_UNKN
## [20516] UNKN_UNKN
## [20517] UNKN_UNKN
## [20518] UNKN_UNKN
## [20519] UNENCRYPTED_IDENTIFIER
## [20520] UNKN_UNKN
## [20521] UNKN_UNKN
## [20522] UNENCRYPTED_IDENTIFIER
## [20523] UNKN_UNKN
## [20524] UNENCRYPTED_IDENTIFIER
## [20525] UNKN_UNKN
## [20526] UNKN_UNKN
## [20527] UNKN_UNKN
## [20528] UNKN_UNKN
## [20529] UNKN_UNKN
## [20530] UNKN_UNKN
## [20531] UNKN_UNKN
## [20532] UNKN_UNKN
## [20533] UNENCRYPTED_IDENTIFIER
## [20534] UNKN_UNKN
## [20535] UNKN_UNKN
## [20536] UNKN_UNKN
## [20537] UNENCRYPTED_IDENTIFIER
## [20538] UNENCRYPTED_IDENTIFIER
## [20539] UNKN_UNKN
## [20540] UNKN_UNKN
## [20541] UNENCRYPTED_IDENTIFIER
## [20542] UNKN_UNKN
## [20543] UNKN_UNKN
## [20544] UNKN_UNKN
## [20545] UNKN_UNKN
## [20546] UNKN_UNKN
## [20547] UNKN_UNKN
## [20548] UNENCRYPTED_IDENTIFIER
## [20549] UNENCRYPTED_IDENTIFIER
## [20550] UNKN_UNKN
## [20551] UNKN_UNKN
## [20552] UNKN_UNKN
## [20553] UNENCRYPTED_IDENTIFIER
## [20554] UNENCRYPTED_IDENTIFIER
## [20555] UNENCRYPTED_IDENTIFIER
## [20556] UNKN_UNKN
## [20557] UNKN_UNKN
## [20558] UNKN_UNKN
## [20559] UNENCRYPTED_IDENTIFIER
## [20560] UNENCRYPTED_IDENTIFIER
## [20561] UNKN_UNKN
## [20562] UNKN_UNKN
## [20563] UNENCRYPTED_IDENTIFIER
## [20564] UNENCRYPTED_IDENTIFIER
## [20565] UNENCRYPTED_IDENTIFIER
## [20566] UNENCRYPTED_IDENTIFIER
## [20567] UNKN_UNKN
## [20568] UNENCRYPTED_IDENTIFIER
## [20569] UNENCRYPTED_SENSITIVE-LOGIN
## [20570] UNENCRYPTED_IDENTIFIER
## [20571] UNENCRYPTED_IDENTIFIER
## [20572] UNKN_UNKN
## [20573] UNKN_UNKN
## [20574] UNENCRYPTED_SENSITIVE-GOV
## [20575] UNENCRYPTED_IDENTIFIER
## [20576] UNENCRYPTED_IDENTIFIER
## [20577] UNKN_UNKN
## [20578] UNKN_UNKN
## [20579] UNKN_UNKN
## [20580] UNKN_UNKN
## [20581] UNKN_UNKN
## [20582] UNENCRYPTED_IDENTIFIER
## [20583] UNENCRYPTED_IDENTIFIER
## [20584] UNKN_UNKN
## [20585] UNENCRYPTED_IDENTIFIER
## [20586] UNKN_UNKN
## [20587] UNKN_UNKN
## [20588] UNENCRYPTED_IDENTIFIER
## [20589] UNKN_UNKN
## [20590] UNKN_UNKN
## [20591] UNENCRYPTED_IDENTIFIER
## [20592] UNKN_UNKN
## [20593] UNKN_UNKN
## [20594] UNKN_UNKN
## [20595] UNKN_UNKN
## [20596] UNKN_UNKN
## [20597] UNKN_UNKN
## [20598] UNENCRYPTED_IDENTIFIER
## [20599] UNENCRYPTED_IDENTIFIER
## [20600] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [20601] UNKN_UNKN
## [20602] UNENCRYPTED_IDENTIFIER
## [20603] UNKN_UNKN
## [20604] UNKN_UNKN
## [20605] UNKN_UNKN
## [20606] UNKN_UNKN
## [20607] UNKN_UNKN
## [20608] UNENCRYPTED_IDENTIFIER
## [20609] UNENCRYPTED_IDENTIFIER
## [20610] UNKN_UNKN
## [20611] UNKN_UNKN
## [20612] UNENCRYPTED_IDENTIFIER
## [20613] UNENCRYPTED_IDENTIFIER
## [20614] UNENCRYPTED_IDENTIFIER
## [20615] UNENCRYPTED_IDENTIFIER
## [20616] UNENCRYPTED_HEALTH
## [20617] UNKN_UNKN
## [20618] UNKN_UNKN
## [20619] UNKN_UNKN
## [20620] UNENCRYPTED_IDENTIFIER
## [20621] UNENCRYPTED_IDENTIFIER
## [20622] UNKN_UNKN
## [20623] UNENCRYPTED_IDENTIFIER
## [20624] UNKN_UNKN
## [20625] UNENCRYPTED_IDENTIFIER
## [20626] UNENCRYPTED_IDENTIFIER
## [20627] UNKN_UNKN
## [20628] UNENCRYPTED_IDENTIFIER
## [20629] UNENCRYPTED_IDENTIFIER
## [20630] UNENCRYPTED_IDENTIFIER
## [20631] UNKN_UNKN
## [20632] UNKN_UNKN
## [20633] ENCRYPTED_SENSITIVE-LOGIN
## [20634] UNENCRYPTED_SENSITIVE-GOV
## [20635] UNKN_UNKN
## [20636] UNKN_UNKN
## [20637] UNKN_UNKN
## [20638] UNENCRYPTED_IDENTIFIER
## [20639] UNENCRYPTED_IDENTIFIER
## [20640] UNENCRYPTED_UNKN
## [20641] UNKN_UNKN
## [20642] UNKN_UNKN
## [20643] UNENCRYPTED_IDENTIFIER
## [20644] UNENCRYPTED_IDENTIFIER
## [20645] UNENCRYPTED_IDENTIFIER
## [20646] UNENCRYPTED_IDENTIFIER
## [20647] UNKN_UNKN
## [20648] UNENCRYPTED_IDENTIFIER
## [20649] UNKN_UNKN
## [20650] UNENCRYPTED_IDENTIFIER
## [20651] UNKN_UNKN
## [20652] UNENCRYPTED_IDENTIFIER
## [20653] UNENCRYPTED_IDENTIFIER
## [20654] ENCRYPTED_IDENTIFIER
## [20655] UNKN_UNKN
## [20656] UNKN_UNKN
## [20657] UNENCRYPTED_IDENTIFIER
## [20658] UNENCRYPTED_IDENTIFIER
## [20659] UNENCRYPTED_IDENTIFIER
## [20660] UNKN_UNKN
## [20661] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [20662] UNKN_UNKN
## [20663] UNKN_UNKN
## [20664] UNENCRYPTED_IDENTIFIER
## [20665] UNENCRYPTED_IDENTIFIER
## [20666] UNKN_UNKN
## [20667] UNKN_UNKN
## [20668] UNKN_UNKN
## [20669] UNENCRYPTED_HEALTH
## [20670] UNKN_UNKN
## [20671] UNKN_UNKN
## [20672] UNENCRYPTED_IDENTIFIER
## [20673] UNENCRYPTED_IDENTIFIER
## [20674] UNKN_UNKN
## [20675] UNKN_UNKN
## [20676] UNKN_UNKN
## [20677] UNENCRYPTED_IDENTIFIER
## [20678] UNKN_UNKN
## [20679] UNKN_UNKN
## [20680] UNENCRYPTED_IDENTIFIER
## [20681] UNKN_UNKN
## [20682] UNENCRYPTED_IDENTIFIER
## [20683] UNENCRYPTED_IDENTIFIER
## [20684] UNENCRYPTED_IDENTIFIER
## [20685] UNKN_UNKN
## [20686] UNKN_UNKN
## [20687] UNENCRYPTED_IDENTIFIER
## [20688] UNKN_UNKN
## [20689] UNENCRYPTED_IDENTIFIER
## [20690] UNKN_UNKN
## [20691] UNENCRYPTED_IDENTIFIER
## [20692] UNENCRYPTED_IDENTIFIER
## [20693] UNKN_UNKN
## [20694] UNENCRYPTED_IDENTIFIER
## [20695] UNENCRYPTED_IDENTIFIER
## [20696] UNENCRYPTED_IDENTIFIER
## [20697] UNENCRYPTED_IDENTIFIER
## [20698] UNENCRYPTED_IDENTIFIER
## [20699] UNKN_UNKN
## [20700] UNENCRYPTED_IDENTIFIER
## [20701] UNENCRYPTED_IDENTIFIER
## [20702] UNENCRYPTED_IDENTIFIER
## [20703] UNKN_UNKN
## [20704] UNENCRYPTED_IDENTIFIER
## [20705] UNKN_UNKN
## [20706] UNKN_UNKN
## [20707] UNKN_UNKN
## [20708] UNENCRYPTED_IDENTIFIER
## [20709] UNENCRYPTED_SENSITIVE-LOGIN
## [20710] UNENCRYPTED_IDENTIFIER
## [20711] UNKN_UNKN
## [20712] UNKN_UNKN
## [20713] UNKN_UNKN
## [20714] UNENCRYPTED_IDENTIFIER
## [20715] UNKN_UNKN
## [20716] UNKN_UNKN
## [20717] UNKN_UNKN
## [20718] UNENCRYPTED_HEALTH
## [20719] UNENCRYPTED_IDENTIFIER
## [20720] UNKN_UNKN
## [20721] UNENCRYPTED_IDENTIFIER
## [20722] UNENCRYPTED_IDENTIFIER
## [20723] UNKN_UNKN
## [20724] UNENCRYPTED_IDENTIFIER
## [20725] UNKN_UNKN
## [20726] UNENCRYPTED_IDENTIFIER
## [20727] UNKN_UNKN
## [20728] UNKN_UNKN
## [20729] UNKN_UNKN
## [20730] UNKN_UNKN
## [20731] UNENCRYPTED_IDENTIFIER
## [20732] UNENCRYPTED_IDENTIFIER
## [20733] ENCRYPTED_HEALTH
## [20734] UNENCRYPTED_IDENTIFIER
## [20735] UNENCRYPTED_IDENTIFIER
## [20736] UNENCRYPTED_IDENTIFIER
## [20737] UNENCRYPTED_IDENTIFIER
## [20738] UNENCRYPTED_IDENTIFIER
## [20739] UNENCRYPTED_IDENTIFIER
## [20740] UNKN_UNKN
## [20741] UNENCRYPTED_IDENTIFIER
## [20742] UNENCRYPTED_IDENTIFIER
## [20743] UNENCRYPTED_IDENTIFIER
## [20744] UNENCRYPTED_IDENTIFIER
## [20745] UNKN_UNKN
## [20746] UNENCRYPTED_IDENTIFIER
## [20747] UNKN_UNKN
## [20748] UNENCRYPTED_IDENTIFIER
## [20749] UNKN_UNKN
## [20750] UNENCRYPTED_IDENTIFIER
## [20751] UNENCRYPTED_IDENTIFIER
## [20752] UNKN_UNKN
## [20753] UNENCRYPTED_IDENTIFIER
## [20754] UNKN_UNKN
## [20755] UNKN_UNKN
## [20756] UNKN_UNKN
## [20757] UNENCRYPTED_IDENTIFIER
## [20758] UNKN_UNKN
## [20759] UNENCRYPTED_IDENTIFIER
## [20760] UNKN_UNKN
## [20761] UNKN_UNKN
## [20762] UNKN_UNKN
## [20763] UNENCRYPTED_IDENTIFIER
## [20764] UNKN_UNKN
## [20765] UNKN_UNKN
## [20766] UNKN_UNKN
## [20767] UNENCRYPTED_IDENTIFIER
## [20768] UNENCRYPTED_IDENTIFIER
## [20769] UNKN_UNKN
## [20770] UNKN_UNKN
## [20771] UNENCRYPTED_IDENTIFIER
## [20772] UNENCRYPTED_IDENTIFIER
## [20773] UNKN_UNKN
## [20774] UNENCRYPTED_IDENTIFIER
## [20775] UNKN_UNKN
## [20776] UNENCRYPTED_IDENTIFIER
## [20777] UNKN_UNKN
## [20778] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [20779] UNENCRYPTED_IDENTIFIER
## [20780] UNENCRYPTED_IDENTIFIER
## [20781] UNKN_UNKN
## [20782] UNKN_UNKN
## [20783] UNKN_UNKN
## [20784] UNENCRYPTED_IDENTIFIER
## [20785] UNENCRYPTED_IDENTIFIER
## [20786] UNKN_UNKN
## [20787] UNKN_UNKN
## [20788] UNENCRYPTED_SENSITIVE-GOV
## [20789] UNENCRYPTED_IDENTIFIER
## [20790] UNENCRYPTED_IDENTIFIER
## [20791] UNENCRYPTED_IDENTIFIER
## [20792] UNKN_UNKN
## [20793] UNKN_UNKN
## [20794] UNENCRYPTED_SENSITIVE-LOGIN
## [20795] UNENCRYPTED_IDENTIFIER
## [20796] UNKN_UNKN
## [20797] UNENCRYPTED_IDENTIFIER
## [20798] UNKN_UNKN
## [20799] UNKN_UNKN
## [20800] UNKN_UNKN
## [20801] UNENCRYPTED_IDENTIFIER
## [20802] UNKN_UNKN
## [20803] UNENCRYPTED_IDENTIFIER
## [20804] UNENCRYPTED_IDENTIFIER
## [20805] UNKN_UNKN
## [20806] UNENCRYPTED_IDENTIFIER
## [20807] UNKN_UNKN
## [20808] UNKN_UNKN
## [20809] UNENCRYPTED_IDENTIFIER
## [20810] UNENCRYPTED_HEALTH
## [20811] UNKN_UNKN
## [20812] UNKN_UNKN
## [20813] UNENCRYPTED_IDENTIFIER
## [20814] UNKN_UNKN
## [20815] UNENCRYPTED_IDENTIFIER
## [20816] UNKN_UNKN
## [20817] UNENCRYPTED_IDENTIFIER
## [20818] UNENCRYPTED_IDENTIFIER
## [20819] UNKN_UNKN
## [20820] UNENCRYPTED_IDENTIFIER
## [20821] UNKN_UNKN
## [20822] UNENCRYPTED_IDENTIFIER
## [20823] UNKN_UNKN
## [20824] UNKN_UNKN
## [20825] UNENCRYPTED_IDENTIFIER
## [20826] UNKN_UNKN
## [20827] UNKN_UNKN
## [20828] UNENCRYPTED_IDENTIFIER
## [20829] UNKN_UNKN
## [20830] UNKN_UNKN
## [20831] UNKN_UNKN
## [20832] UNENCRYPTED_IDENTIFIER
## [20833] UNENCRYPTED_IDENTIFIER
## [20834] UNKN_UNKN
## [20835] UNKN_UNKN
## [20836] UNKN_UNKN
## [20837] UNKN_UNKN
## [20838] UNENCRYPTED_IDENTIFIER
## [20839] UNKN_UNKN
## [20840] UNKN_UNKN
## [20841] UNKN_UNKN
## [20842] UNKN_UNKN
## [20843] UNKN_UNKN
## [20844] UNENCRYPTED_SENSITIVE-LOGIN
## [20845] UNENCRYPTED_IDENTIFIER
## [20846] UNKN_UNKN
## [20847] UNENCRYPTED_HEALTH
## [20848] UNKN_UNKN
## [20849] UNKN_UNKN
## [20850] UNKN_UNKN
## [20851] UNKN_UNKN
## [20852] UNENCRYPTED_IDENTIFIER
## [20853] UNENCRYPTED_IDENTIFIER
## [20854] UNKN_UNKN
## [20855] UNKN_UNKN
## [20856] UNENCRYPTED_IDENTIFIER
## [20857] UNENCRYPTED_IDENTIFIER
## [20858] UNKN_UNKN
## [20859] UNENCRYPTED_IDENTIFIER
## [20860] UNENCRYPTED_IDENTIFIER
## [20861] UNKN_UNKN
## [20862] UNKN_UNKN
## [20863] UNKN_UNKN
## [20864] UNENCRYPTED_IDENTIFIER
## [20865] UNKN_UNKN
## [20866] UNENCRYPTED_IDENTIFIER
## [20867] UNENCRYPTED_IDENTIFIER
## [20868] UNENCRYPTED_SENSITIVE-LOGIN
## [20869] UNKN_UNKN
## [20870] UNKN_UNKN
## [20871] UNKN_UNKN
## [20872] UNKN_UNKN
## [20873] UNENCRYPTED_IDENTIFIER
## [20874] UNKN_UNKN
## [20875] UNKN_UNKN
## [20876] UNENCRYPTED_IDENTIFIER
## [20877] UNKN_UNKN
## [20878] UNKN_UNKN
## [20879] UNKN_UNKN
## [20880] UNKN_UNKN
## [20881] UNKN_UNKN
## [20882] UNENCRYPTED_IDENTIFIER
## [20883] UNKN_UNKN
## [20884] UNENCRYPTED_IDENTIFIER
## [20885] UNENCRYPTED_IDENTIFIER
## [20886] UNENCRYPTED_IDENTIFIER
## [20887] UNKN_UNKN
## [20888] UNENCRYPTED_IDENTIFIER
## [20889] UNKN_UNKN
## [20890] UNENCRYPTED_IDENTIFIER
## [20891] UNKN_UNKN
## [20892] UNENCRYPTED_SENSITIVE-GOV
## [20893] UNKN_UNKN
## [20894] UNKN_UNKN
## [20895] UNKN_UNKN
## [20896] UNENCRYPTED_IDENTIFIER
## [20897] UNKN_UNKN
## [20898] UNKN_UNKN
## [20899] UNKN_UNKN
## [20900] UNKN_UNKN
## [20901] UNKN_UNKN
## [20902] UNENCRYPTED_IDENTIFIER
## [20903] UNENCRYPTED_IDENTIFIER
## [20904] UNKN_UNKN
## [20905] UNKN_UNKN
## [20906] UNENCRYPTED_IDENTIFIER
## [20907] UNKN_UNKN
## [20908] UNENCRYPTED_IDENTIFIER
## [20909] UNKN_UNKN
## [20910] UNKN_UNKN
## [20911] UNKN_UNKN
## [20912] UNENCRYPTED_IDENTIFIER
## [20913] UNKN_UNKN
## [20914] UNENCRYPTED_IDENTIFIER
## [20915] UNENCRYPTED_IDENTIFIER
## [20916] UNENCRYPTED_IDENTIFIER
## [20917] UNENCRYPTED_IDENTIFIER
## [20918] UNKN_UNKN
## [20919] UNKN_UNKN
## [20920] UNENCRYPTED_IDENTIFIER
## [20921] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [20922] UNENCRYPTED_IDENTIFIER
## [20923] UNKN_UNKN
## [20924] UNENCRYPTED_IDENTIFIER
## [20925] UNENCRYPTED_IDENTIFIER
## [20926] UNKN_UNKN
## [20927] UNENCRYPTED_IDENTIFIER
## [20928] UNENCRYPTED_IDENTIFIER
## [20929] UNKN_UNKN
## [20930] UNENCRYPTED_UNKN
## [20931] UNKN_HEALTH
## [20932] UNENCRYPTED_IDENTIFIER
## [20933] UNENCRYPTED_IDENTIFIER
## [20934] UNKN_UNKN
## [20935] UNKN_UNKN
## [20936] UNENCRYPTED_IDENTIFIER
## [20937] UNENCRYPTED_IDENTIFIER
## [20938] UNENCRYPTED_IDENTIFIER
## [20939] UNKN_UNKN
## [20940] UNKN_UNKN
## [20941] UNENCRYPTED_UNKN
## [20942] UNENCRYPTED_IDENTIFIER
## [20943] UNKN_UNKN
## [20944] UNENCRYPTED_IDENTIFIER
## [20945] UNKN_UNKN
## [20946] UNENCRYPTED_IDENTIFIER
## [20947] UNKN_UNKN
## [20948] UNKN_UNKN
## [20949] UNENCRYPTED_IDENTIFIER
## [20950] UNENCRYPTED_IDENTIFIER
## [20951] UNKN_UNKN
## [20952] UNKN_UNKN
## [20953] UNKN_UNKN
## [20954] UNKN_UNKN
## [20955] UNKN_UNKN
## [20956] UNKN_UNKN
## [20957] UNKN_UNKN
## [20958] UNKN_UNKN
## [20959] UNKN_UNKN
## [20960] UNKN_UNKN
## [20961] UNKN_UNKN
## [20962] UNKN_UNKN
## [20963] UNENCRYPTED_IDENTIFIER
## [20964] UNKN_UNKN
## [20965] UNKN_UNKN
## [20966] UNENCRYPTED_IDENTIFIER
## [20967] UNKN_UNKN
## [20968] UNENCRYPTED_IDENTIFIER
## [20969] UNENCRYPTED_IDENTIFIER
## [20970] UNENCRYPTED_IDENTIFIER
## [20971] UNKN_UNKN
## [20972] UNKN_UNKN
## [20973] UNKN_UNKN
## [20974] UNKN_UNKN
## [20975] UNENCRYPTED_IDENTIFIER
## [20976] UNENCRYPTED_IDENTIFIER
## [20977] UNENCRYPTED_IDENTIFIER
## [20978] UNENCRYPTED_IDENTIFIER
## [20979] UNENCRYPTED_IDENTIFIER
## [20980] UNENCRYPTED_IDENTIFIER
## [20981] UNKN_UNKN
## [20982] UNKN_UNKN
## [20983] UNKN_UNKN
## [20984] UNENCRYPTED_IDENTIFIER
## [20985] UNENCRYPTED_IDENTIFIER
## [20986] ENCRYPTED_IDENTIFIER
## [20987] UNENCRYPTED_IDENTIFIER
## [20988] UNKN_UNKN
## [20989] UNENCRYPTED_IDENTIFIER
## [20990] UNKN_UNKN
## [20991] UNENCRYPTED_IDENTIFIER
## [20992] UNKN_UNKN
## [20993] UNKN_UNKN
## [20994] UNENCRYPTED_IDENTIFIER
## [20995] UNKN_UNKN
## [20996] UNKN_UNKN
## [20997] UNENCRYPTED_IDENTIFIER
## [20998] UNKN_UNKN
## [20999] UNENCRYPTED_IDENTIFIER
## [21000] UNKN_UNKN
## [21001] UNKN_UNKN
## [21002] UNKN_UNKN
## [21003] UNENCRYPTED_SENSITIVE-LOGIN
## [21004] UNKN_UNKN
## [21005] UNKN_UNKN
## [21006] UNKN_UNKN
## [21007] UNKN_UNKN
## [21008] UNENCRYPTED_IDENTIFIER
## [21009] UNENCRYPTED_IDENTIFIER
## [21010] UNENCRYPTED_IDENTIFIER
## [21011] UNKN_UNKN
## [21012] UNENCRYPTED_IDENTIFIER
## [21013] UNKN_UNKN
## [21014] UNKN_UNKN
## [21015] UNKN_UNKN
## [21016] UNENCRYPTED_IDENTIFIER
## [21017] UNKN_UNKN
## [21018] UNENCRYPTED_IDENTIFIER
## [21019] UNKN_UNKN
## [21020] UNENCRYPTED_IDENTIFIER
## [21021] UNENCRYPTED_IDENTIFIER
## [21022] UNKN_UNKN
## [21023] UNKN_UNKN
## [21024] UNKN_UNKN
## [21025] UNKN_UNKN
## [21026] UNKN_UNKN
## [21027] UNENCRYPTED_IDENTIFIER
## [21028] UNKN_UNKN
## [21029] UNENCRYPTED_IDENTIFIER
## [21030] UNKN_UNKN
## [21031] UNKN_UNKN
## [21032] UNENCRYPTED_IDENTIFIER
## [21033] UNENCRYPTED_IDENTIFIER
## [21034] UNENCRYPTED_IDENTIFIER
## [21035] UNENCRYPTED_IDENTIFIER
## [21036] UNENCRYPTED_HEALTH
## [21037] UNKN_UNKN
## [21038] UNKN_UNKN
## [21039] UNENCRYPTED_IDENTIFIER
## [21040] UNENCRYPTED_IDENTIFIER
## [21041] UNKN_UNKN
## [21042] UNKN_UNKN
## [21043] UNENCRYPTED_IDENTIFIER
## [21044] UNKN_UNKN
## [21045] UNKN_UNKN
## [21046] UNKN_UNKN
## [21047] UNENCRYPTED_IDENTIFIER
## [21048] UNKN_UNKN
## [21049] UNENCRYPTED_IDENTIFIER
## [21050] UNKN_UNKN
## [21051] UNENCRYPTED_IDENTIFIER
## [21052] UNKN_UNKN
## [21053] UNENCRYPTED_IDENTIFIER
## [21054] UNKN_UNKN
## [21055] UNKN_UNKN
## [21056] UNENCRYPTED_HEALTH
## [21057] UNKN_UNKN
## [21058] UNKN_UNKN
## [21059] UNENCRYPTED_IDENTIFIER
## [21060] UNKN_UNKN
## [21061] UNKN_UNKN
## [21062] UNKN_UNKN
## [21063] UNKN_UNKN
## [21064] UNENCRYPTED_IDENTIFIER
## [21065] UNENCRYPTED_SENSITIVE-LOGIN
## [21066] UNKN_UNKN
## [21067] UNENCRYPTED_IDENTIFIER
## [21068] UNENCRYPTED_IDENTIFIER
## [21069] UNKN_UNKN
## [21070] UNKN_UNKN
## [21071] UNKN_UNKN
## [21072] UNKN_UNKN
## [21073] UNKN_UNKN
## [21074] UNKN_UNKN
## [21075] UNENCRYPTED_IDENTIFIER
## [21076] UNENCRYPTED_IDENTIFIER
## [21077] UNKN_UNKN
## [21078] UNENCRYPTED_IDENTIFIER
## [21079] UNENCRYPTED_IDENTIFIER
## [21080] UNENCRYPTED_IDENTIFIER
## [21081] UNKN_UNKN
## [21082] UNKN_UNKN
## [21083] UNENCRYPTED_IDENTIFIER
## [21084] UNKN_UNKN
## [21085] UNENCRYPTED_IDENTIFIER
## [21086] UNKN_UNKN
## [21087] UNENCRYPTED_IDENTIFIER
## [21088] UNKN_UNKN
## [21089] UNKN_UNKN
## [21090] UNKN_UNKN
## [21091] UNKN_UNKN
## [21092] UNKN_UNKN
## [21093] UNKN_UNKN
## [21094] UNKN_UNKN
## [21095] UNKN_UNKN
## [21096] UNENCRYPTED_IDENTIFIER
## [21097] UNKN_UNKN
## [21098] UNKN_UNKN
## [21099] UNKN_UNKN
## [21100] UNENCRYPTED_IDENTIFIER
## [21101] UNKN_UNKN
## [21102] UNENCRYPTED_SENSITIVE-GOV
## [21103] UNKN_UNKN
## [21104] UNKN_UNKN
## [21105] UNENCRYPTED_IDENTIFIER
## [21106] UNENCRYPTED_HEALTH
## [21107] UNENCRYPTED_IDENTIFIER
## [21108] UNKN_UNKN
## [21109] UNKN_UNKN
## [21110] UNENCRYPTED_IDENTIFIER
## [21111] UNKN_UNKN
## [21112] UNENCRYPTED_IDENTIFIER
## [21113] UNKN_UNKN
## [21114] UNKN_UNKN
## [21115] UNENCRYPTED_IDENTIFIER
## [21116] UNENCRYPTED_IDENTIFIER
## [21117] UNENCRYPTED_IDENTIFIER
## [21118] UNENCRYPTED_IDENTIFIER
## [21119] UNENCRYPTED_IDENTIFIER
## [21120] UNENCRYPTED_IDENTIFIER
## [21121] UNENCRYPTED_IDENTIFIER
## [21122] UNKN_UNKN
## [21123] UNKN_UNKN
## [21124] UNKN_UNKN
## [21125] UNENCRYPTED_IDENTIFIER
## [21126] UNENCRYPTED_IDENTIFIER
## [21127] UNENCRYPTED_IDENTIFIER
## [21128] UNKN_UNKN
## [21129] UNKN_UNKN
## [21130] UNENCRYPTED_IDENTIFIER
## [21131] UNKN_UNKN
## [21132] UNENCRYPTED_IDENTIFIER
## [21133] UNENCRYPTED_IDENTIFIER
## [21134] UNKN_UNKN
## [21135] UNENCRYPTED_IDENTIFIER
## [21136] UNKN_UNKN
## [21137] UNENCRYPTED_IDENTIFIER
## [21138] UNENCRYPTED_SENSITIVE-LOGIN
## [21139] UNENCRYPTED_IDENTIFIER
## [21140] UNENCRYPTED_IDENTIFIER
## [21141] UNENCRYPTED_IDENTIFIER
## [21142] UNKN_UNKN
## [21143] UNKN_UNKN
## [21144] UNKN_UNKN
## [21145] UNKN_UNKN
## [21146] UNKN_UNKN
## [21147] UNKN_UNKN
## [21148] UNENCRYPTED_IDENTIFIER
## [21149] UNENCRYPTED_UNKN
## [21150] UNKN_UNKN
## [21151] UNKN_UNKN
## [21152] UNENCRYPTED_IDENTIFIER
## [21153] UNENCRYPTED_IDENTIFIER
## [21154] UNENCRYPTED_IDENTIFIER
## [21155] UNENCRYPTED_IDENTIFIER
## [21156] UNENCRYPTED_IDENTIFIER
## [21157] UNKN_UNKN
## [21158] UNENCRYPTED_IDENTIFIER
## [21159] UNENCRYPTED_IDENTIFIER
## [21160] UNENCRYPTED_IDENTIFIER
## [21161] UNENCRYPTED_IDENTIFIER
## [21162] UNKN_UNKN
## [21163] UNENCRYPTED_IDENTIFIER
## [21164] UNKN_UNKN
## [21165] UNENCRYPTED_IDENTIFIER
## [21166] UNKN_UNKN
## [21167] UNKN_UNKN
## [21168] UNENCRYPTED_IDENTIFIER
## [21169] UNKN_UNKN
## [21170] UNENCRYPTED_IDENTIFIER
## [21171] UNKN_UNKN
## [21172] UNENCRYPTED_IDENTIFIER
## [21173] UNKN_UNKN
## [21174] UNENCRYPTED_IDENTIFIER
## [21175] UNKN_UNKN
## [21176] UNKN_UNKN
## [21177] UNKN_UNKN
## [21178] UNENCRYPTED_IDENTIFIER
## [21179] UNENCRYPTED_IDENTIFIER
## [21180] UNKN_UNKN
## [21181] UNKN_HEALTH
## [21182] UNKN_UNKN
## [21183] UNKN_UNKN
## [21184] UNENCRYPTED_IDENTIFIER
## [21185] UNKN_UNKN
## [21186] UNKN_UNKN
## [21187] UNKN_UNKN
## [21188] UNENCRYPTED_IDENTIFIER
## [21189] UNKN_UNKN
## [21190] UNENCRYPTED_IDENTIFIER
## [21191] UNKN_UNKN
## [21192] UNENCRYPTED_IDENTIFIER
## [21193] UNENCRYPTED_IDENTIFIER
## [21194] UNKN_UNKN
## [21195] UNKN_UNKN
## [21196] UNENCRYPTED_IDENTIFIER
## [21197] UNKN_UNKN
## [21198] UNKN_UNKN
## [21199] UNENCRYPTED_SENSITIVE-GOV
## [21200] UNENCRYPTED_IDENTIFIER
## [21201] UNKN_UNKN
## [21202] UNKN_UNKN
## [21203] UNKN_UNKN
## [21204] UNENCRYPTED_HEALTH
## [21205] UNENCRYPTED_IDENTIFIER
## [21206] UNENCRYPTED_IDENTIFIER
## [21207] UNENCRYPTED_IDENTIFIER
## [21208] UNENCRYPTED_IDENTIFIER
## [21209] UNENCRYPTED_IDENTIFIER
## [21210] UNENCRYPTED_IDENTIFIER
## [21211] UNKN_UNKN
## [21212] UNKN_UNKN
## [21213] UNKN_UNKN
## [21214] UNKN_UNKN
## [21215] UNKN_UNKN
## [21216] UNENCRYPTED_IDENTIFIER
## [21217] UNKN_UNKN
## [21218] UNKN_UNKN
## [21219] UNENCRYPTED_IDENTIFIER
## [21220] UNKN_UNKN
## [21221] UNKN_UNKN
## [21222] UNKN_UNKN
## [21223] UNENCRYPTED_IDENTIFIER
## [21224] UNKN_UNKN
## [21225] UNKN_UNKN
## [21226] UNKN_UNKN
## [21227] UNENCRYPTED_IDENTIFIER
## [21228] UNENCRYPTED_IDENTIFIER
## [21229] UNKN_UNKN
## [21230] UNKN_UNKN
## [21231] UNKN_UNKN
## [21232] UNKN_UNKN
## [21233] UNENCRYPTED_UNKN
## [21234] UNENCRYPTED_IDENTIFIER
## [21235] UNKN_UNKN
## [21236] UNENCRYPTED_IDENTIFIER
## [21237] UNENCRYPTED_IDENTIFIER
## [21238] UNKN_UNKN
## [21239] UNKN_UNKN
## [21240] UNKN_UNKN
## [21241] UNKN_UNKN
## [21242] UNKN_UNKN
## [21243] UNENCRYPTED_IDENTIFIER
## [21244] UNENCRYPTED_IDENTIFIER
## [21245] UNKN_UNKN
## [21246] UNENCRYPTED_IDENTIFIER
## [21247] UNKN_UNKN
## [21248] UNKN_UNKN
## [21249] UNKN_UNKN
## [21250] UNENCRYPTED_IDENTIFIER
## [21251] UNKN_UNKN
## [21252] UNENCRYPTED_IDENTIFIER
## [21253] UNENCRYPTED_IDENTIFIER
## [21254] UNENCRYPTED_IDENTIFIER
## [21255] UNENCRYPTED_IDENTIFIER
## [21256] UNKN_UNKN
## [21257] UNKN_UNKN
## [21258] UNENCRYPTED_IDENTIFIER
## [21259] UNENCRYPTED_UNKN
## [21260] UNKN_UNKN
## [21261] UNENCRYPTED_IDENTIFIER
## [21262] UNKN_UNKN
## [21263] UNENCRYPTED_IDENTIFIER
## [21264] UNENCRYPTED_IDENTIFIER
## [21265] UNENCRYPTED_IDENTIFIER
## [21266] UNKN_UNKN
## [21267] UNKN_UNKN
## [21268] UNENCRYPTED_IDENTIFIER
## [21269] UNENCRYPTED_IDENTIFIER
## [21270] UNKN_UNKN
## [21271] UNENCRYPTED_SENSITIVE-LOGIN
## [21272] UNENCRYPTED_IDENTIFIER
## [21273] UNKN_UNKN
## [21274] UNENCRYPTED_IDENTIFIER
## [21275] UNKN_UNKN
## [21276] UNKN_UNKN
## [21277] UNKN_UNKN
## [21278] UNENCRYPTED_IDENTIFIER
## [21279] UNKN_UNKN
## [21280] UNKN_UNKN
## [21281] UNENCRYPTED_IDENTIFIER
## [21282] UNENCRYPTED_IDENTIFIER
## [21283] UNKN_UNKN
## [21284] UNENCRYPTED_IDENTIFIER
## [21285] UNKN_UNKN
## [21286] UNKN_UNKN
## [21287] UNKN_UNKN
## [21288] UNENCRYPTED_IDENTIFIER
## [21289] UNKN_UNKN
## [21290] UNENCRYPTED_IDENTIFIER
## [21291] UNKN_UNKN
## [21292] UNENCRYPTED_IDENTIFIER
## [21293] UNKN_UNKN
## [21294] UNKN_UNKN
## [21295] UNKN_UNKN
## [21296] UNENCRYPTED_IDENTIFIER
## [21297] UNKN_UNKN
## [21298] UNENCRYPTED_IDENTIFIER
## [21299] UNENCRYPTED_IDENTIFIER
## [21300] UNKN_UNKN
## [21301] UNENCRYPTED_IDENTIFIER
## [21302] UNKN_UNKN
## [21303] UNENCRYPTED_IDENTIFIER
## [21304] UNKN_UNKN
## [21305] UNKN_UNKN
## [21306] UNKN_UNKN
## [21307] UNENCRYPTED_IDENTIFIER
## [21308] UNENCRYPTED_IDENTIFIER
## [21309] UNKN_UNKN
## [21310] UNKN_UNKN
## [21311] UNENCRYPTED_IDENTIFIER
## [21312] UNKN_UNKN
## [21313] UNKN_UNKN
## [21314] UNKN_UNKN
## [21315] UNENCRYPTED_IDENTIFIER
## [21316] UNKN_UNKN
## [21317] UNKN_UNKN
## [21318] UNKN_UNKN
## [21319] UNENCRYPTED_IDENTIFIER
## [21320] UNKN_UNKN
## [21321] UNKN_UNKN
## [21322] UNENCRYPTED_IDENTIFIER
## [21323] UNENCRYPTED_IDENTIFIER
## [21324] UNENCRYPTED_IDENTIFIER
## [21325] UNENCRYPTED_IDENTIFIER
## [21326] UNKN_UNKN
## [21327] UNENCRYPTED_IDENTIFIER
## [21328] UNENCRYPTED_IDENTIFIER
## [21329] UNENCRYPTED_IDENTIFIER
## [21330] UNENCRYPTED_IDENTIFIER
## [21331] UNENCRYPTED_IDENTIFIER
## [21332] UNKN_UNKN
## [21333] UNKN_UNKN
## [21334] UNENCRYPTED_IDENTIFIER
## [21335] UNENCRYPTED_IDENTIFIER
## [21336] UNKN_UNKN
## [21337] UNKN_UNKN
## [21338] UNENCRYPTED_IDENTIFIER
## [21339] UNKN_UNKN
## [21340] UNENCRYPTED_IDENTIFIER
## [21341] UNKN_UNKN
## [21342] UNKN_UNKN
## [21343] UNKN_UNKN
## [21344] UNKN_UNKN
## [21345] UNKN_UNKN
## [21346] UNKN_UNKN
## [21347] UNENCRYPTED_IDENTIFIER
## [21348] UNKN_UNKN
## [21349] UNENCRYPTED_IDENTIFIER
## [21350] UNENCRYPTED_IDENTIFIER
## [21351] UNENCRYPTED_IDENTIFIER
## [21352] UNKN_UNKN
## [21353] UNENCRYPTED_IDENTIFIER
## [21354] UNKN_UNKN
## [21355] UNKN_UNKN
## [21356] UNENCRYPTED_IDENTIFIER
## [21357] UNENCRYPTED_IDENTIFIER
## [21358] UNENCRYPTED_IDENTIFIER
## [21359] UNKN_UNKN
## [21360] UNENCRYPTED_IDENTIFIER
## [21361] UNENCRYPTED_IDENTIFIER
## [21362] UNENCRYPTED_IDENTIFIER
## [21363] UNKN_UNKN
## [21364] UNKN_UNKN
## [21365] UNKN_UNKN
## [21366] UNKN_UNKN
## [21367] UNENCRYPTED_IDENTIFIER
## [21368] UNKN_UNKN
## [21369] UNKN_UNKN
## [21370] UNENCRYPTED_IDENTIFIER
## [21371] UNENCRYPTED_IDENTIFIER
## [21372] UNKN_UNKN
## [21373] UNKN_UNKN
## [21374] UNENCRYPTED_IDENTIFIER
## [21375] UNKN_UNKN
## [21376] UNKN_UNKN
## [21377] UNKN_UNKN
## [21378] UNENCRYPTED_IDENTIFIER
## [21379] UNKN_UNKN
## [21380] UNENCRYPTED_IDENTIFIER
## [21381] UNKN_UNKN
## [21382] UNKN_UNKN
## [21383] UNKN_UNKN
## [21384] UNENCRYPTED_UNKN
## [21385] UNKN_UNKN
## [21386] UNKN_UNKN
## [21387] UNKN_UNKN
## [21388] UNENCRYPTED_IDENTIFIER
## [21389] UNKN_UNKN
## [21390] UNKN_UNKN
## [21391] UNENCRYPTED_HEALTH
## [21392] UNKN_UNKN
## [21393] UNENCRYPTED_IDENTIFIER
## [21394] UNKN_UNKN
## [21395] UNENCRYPTED_IDENTIFIER
## [21396] UNKN_UNKN
## [21397] UNKN_UNKN
## [21398] UNENCRYPTED_IDENTIFIER
## [21399] UNENCRYPTED_BIOMETRIC
## [21400] UNENCRYPTED_IDENTIFIER
## [21401] UNKN_UNKN
## [21402] UNENCRYPTED_IDENTIFIER
## [21403] UNKN_UNKN
## [21404] UNENCRYPTED_IDENTIFIER
## [21405] UNKN_UNKN
## [21406] UNENCRYPTED_IDENTIFIER
## [21407] UNENCRYPTED_SENSITIVE-GOV
## [21408] UNENCRYPTED_IDENTIFIER
## [21409] UNKN_UNKN
## [21410] UNKN_UNKN
## [21411] UNENCRYPTED_UNKN
## [21412] UNKN_UNKN
## [21413] UNKN_UNKN
## [21414] UNKN_UNKN
## [21415] UNKN_UNKN
## [21416] UNENCRYPTED_IDENTIFIER
## [21417] UNENCRYPTED_IDENTIFIER
## [21418] UNENCRYPTED_IDENTIFIER
## [21419] UNENCRYPTED_IDENTIFIER
## [21420] UNENCRYPTED_IDENTIFIER
## [21421] UNKN_UNKN
## [21422] UNENCRYPTED_UNKN
## [21423] UNKN_UNKN
## [21424] UNENCRYPTED_IDENTIFIER
## [21425] UNKN_UNKN
## [21426] UNENCRYPTED_UNKN
## [21427] UNENCRYPTED_IDENTIFIER
## [21428] UNKN_UNKN
## [21429] UNENCRYPTED_IDENTIFIER
## [21430] UNKN_UNKN
## [21431] UNKN_UNKN
## [21432] UNKN_UNKN
## [21433] UNKN_UNKN
## [21434] UNENCRYPTED_IDENTIFIER
## [21435] UNKN_UNKN
## [21436] UNENCRYPTED_UNKN
## [21437] UNENCRYPTED_IDENTIFIER
## [21438] UNKN_UNKN
## [21439] UNKN_UNKN
## [21440] UNKN_UNKN
## [21441] UNKN_UNKN
## [21442] UNKN_UNKN
## [21443] UNENCRYPTED_IDENTIFIER
## [21444] UNENCRYPTED_IDENTIFIER
## [21445] UNENCRYPTED_IDENTIFIER
## [21446] UNKN_UNKN
## [21447] UNKN_UNKN
## [21448] UNENCRYPTED_IDENTIFIER
## [21449] UNKN_UNKN
## [21450] UNENCRYPTED_IDENTIFIER
## [21451] UNKN_UNKN
## [21452] UNKN_UNKN
## [21453] UNENCRYPTED_IDENTIFIER
## [21454] UNENCRYPTED_IDENTIFIER
## [21455] UNENCRYPTED_UNKN
## [21456] UNKN_UNKN
## [21457] UNKN_UNKN
## [21458] UNKN_UNKN
## [21459] UNENCRYPTED_IDENTIFIER
## [21460] UNENCRYPTED_HEALTH
## [21461] UNENCRYPTED_IDENTIFIER
## [21462] UNENCRYPTED_UNKN
## [21463] UNENCRYPTED_SENSITIVE-LOGIN
## [21464] UNENCRYPTED_IDENTIFIER
## [21465] UNKN_UNKN
## [21466] UNENCRYPTED_IDENTIFIER
## [21467] UNKN_UNKN
## [21468] UNKN_UNKN
## [21469] UNENCRYPTED_IDENTIFIER
## [21470] UNKN_UNKN
## [21471] UNENCRYPTED_IDENTIFIER
## [21472] UNENCRYPTED_IDENTIFIER
## [21473] UNENCRYPTED_IDENTIFIER
## [21474] UNENCRYPTED_IDENTIFIER
## [21475] UNENCRYPTED_IDENTIFIER
## [21476] UNENCRYPTED_IDENTIFIER
## [21477] UNENCRYPTED_SENSITIVE-GOV
## [21478] UNKN_UNKN
## [21479] UNENCRYPTED_UNKN
## [21480] UNENCRYPTED_SENSITIVE-LOGIN
## [21481] UNKN_UNKN
## [21482] UNENCRYPTED_IDENTIFIER
## [21483] UNENCRYPTED_IDENTIFIER
## [21484] UNKN_UNKN
## [21485] UNKN_UNKN
## [21486] UNENCRYPTED_IDENTIFIER
## [21487] UNKN_UNKN
## [21488] UNENCRYPTED_IDENTIFIER
## [21489] UNENCRYPTED_IDENTIFIER
## [21490] UNENCRYPTED_IDENTIFIER
## [21491] UNKN_UNKN
## [21492] UNKN_UNKN
## [21493] UNENCRYPTED_IDENTIFIER
## [21494] UNKN_UNKN
## [21495] UNENCRYPTED_IDENTIFIER
## [21496] UNENCRYPTED_UNKN
## [21497] UNENCRYPTED_IDENTIFIER
## [21498] UNENCRYPTED_UNKN
## [21499] UNKN_UNKN
## [21500] UNKN_UNKN
## [21501] UNENCRYPTED_IDENTIFIER
## [21502] UNENCRYPTED_IDENTIFIER
## [21503] UNENCRYPTED_IDENTIFIER
## [21504] UNENCRYPTED_IDENTIFIER
## [21505] UNENCRYPTED_IDENTIFIER
## [21506] UNENCRYPTED_IDENTIFIER
## [21507] UNKN_UNKN
## [21508] UNENCRYPTED_UNKN
## [21509] UNENCRYPTED_IDENTIFIER
## [21510] UNENCRYPTED_IDENTIFIER
## [21511] UNKN_UNKN
## [21512] UNKN_UNKN
## [21513] UNENCRYPTED_IDENTIFIER
## [21514] UNENCRYPTED_IDENTIFIER
## [21515] UNENCRYPTED_IDENTIFIER
## [21516] UNENCRYPTED_IDENTIFIER
## [21517] UNENCRYPTED_IDENTIFIER
## [21518] UNKN_UNKN
## [21519] UNENCRYPTED_IDENTIFIER
## [21520] UNENCRYPTED_IDENTIFIER
## [21521] UNENCRYPTED_SENSITIVE-LOGIN
## [21522] UNENCRYPTED_IDENTIFIER
## [21523] UNENCRYPTED_IDENTIFIER
## [21524] UNKN_UNKN
## [21525] UNKN_UNKN
## [21526] UNKN_UNKN
## [21527] UNENCRYPTED_IDENTIFIER
## [21528] UNKN_UNKN
## [21529] UNENCRYPTED_IDENTIFIER
## [21530] UNKN_UNKN
## [21531] UNENCRYPTED_IDENTIFIER
## [21532] UNENCRYPTED_IDENTIFIER
## [21533] UNENCRYPTED_IDENTIFIER
## [21534] UNKN_UNKN
## [21535] UNKN_UNKN
## [21536] UNKN_UNKN
## [21537] UNKN_UNKN
## [21538] UNENCRYPTED_UNKN
## [21539] UNENCRYPTED_IDENTIFIER
## [21540] UNENCRYPTED_IDENTIFIER
## [21541] UNKN_UNKN
## [21542] UNENCRYPTED_IDENTIFIER
## [21543] UNKN_UNKN
## [21544] UNENCRYPTED_IDENTIFIER
## [21545] UNKN_UNKN
## [21546] UNENCRYPTED_IDENTIFIER
## [21547] UNKN_UNKN
## [21548] UNKN_UNKN
## [21549] UNKN_UNKN
## [21550] UNKN_UNKN
## [21551] UNKN_UNKN
## [21552] UNKN_UNKN
## [21553] UNKN_UNKN
## [21554] UNENCRYPTED_SENSITIVE-LOGIN
## [21555] UNENCRYPTED_IDENTIFIER
## [21556] UNENCRYPTED_IDENTIFIER
## [21557] UNKN_UNKN
## [21558] UNKN_UNKN
## [21559] UNENCRYPTED_IDENTIFIER
## [21560] UNKN_UNKN
## [21561] UNENCRYPTED_IDENTIFIER
## [21562] UNENCRYPTED_IDENTIFIER
## [21563] UNENCRYPTED_IDENTIFIER
## [21564] UNENCRYPTED_IDENTIFIER
## [21565] UNENCRYPTED_IDENTIFIER
## [21566] UNKN_UNKN
## [21567] UNKN_UNKN
## [21568] UNKN_UNKN
## [21569] UNKN_UNKN
## [21570] UNENCRYPTED_IDENTIFIER
## [21571] UNKN_UNKN
## [21572] UNKN_UNKN
## [21573] UNKN_UNKN
## [21574] UNENCRYPTED_IDENTIFIER
## [21575] UNENCRYPTED_IDENTIFIER
## [21576] UNKN_UNKN
## [21577] UNENCRYPTED_IDENTIFIER
## [21578] UNENCRYPTED_IDENTIFIER
## [21579] UNKN_UNKN
## [21580] UNENCRYPTED_IDENTIFIER
## [21581] UNKN_UNKN
## [21582] UNENCRYPTED_IDENTIFIER
## [21583] UNKN_UNKN
## [21584] UNENCRYPTED_IDENTIFIER
## [21585] UNKN_UNKN
## [21586] UNENCRYPTED_IDENTIFIER
## [21587] UNENCRYPTED_IDENTIFIER
## [21588] UNENCRYPTED_IDENTIFIER
## [21589] UNKN_UNKN
## [21590] UNENCRYPTED_IDENTIFIER
## [21591] UNKN_UNKN
## [21592] UNKN_UNKN
## [21593] UNENCRYPTED_IDENTIFIER
## [21594] UNKN_UNKN
## [21595] UNENCRYPTED_IDENTIFIER
## [21596] UNKN_UNKN
## [21597] UNENCRYPTED_IDENTIFIER
## [21598] UNENCRYPTED_IDENTIFIER
## [21599] UNENCRYPTED_IDENTIFIER
## [21600] UNKN_UNKN
## [21601] UNKN_UNKN
## [21602] UNKN_UNKN
## [21603] UNENCRYPTED_IDENTIFIER
## [21604] UNENCRYPTED_IDENTIFIER
## [21605] UNENCRYPTED_IDENTIFIER
## [21606] UNENCRYPTED_IDENTIFIER
## [21607] UNKN_UNKN
## [21608] UNENCRYPTED_IDENTIFIER
## [21609] UNKN_UNKN
## [21610] UNENCRYPTED_IDENTIFIER
## [21611] UNKN_UNKN
## [21612] UNKN_UNKN
## [21613] UNENCRYPTED_IDENTIFIER
## [21614] UNENCRYPTED_IDENTIFIER
## [21615] UNENCRYPTED_IDENTIFIER
## [21616] UNKN_UNKN
## [21617] UNKN_UNKN
## [21618] UNKN_UNKN
## [21619] UNKN_UNKN
## [21620] UNKN_UNKN
## [21621] UNKN_UNKN
## [21622] UNENCRYPTED_UNKN
## [21623] UNKN_UNKN
## [21624] UNENCRYPTED_IDENTIFIER
## [21625] UNKN_UNKN
## [21626] UNKN_UNKN
## [21627] UNKN_UNKN
## [21628] UNKN_UNKN
## [21629] UNKN_UNKN
## [21630] UNKN_UNKN
## [21631] UNENCRYPTED_IDENTIFIER
## [21632] UNKN_UNKN
## [21633] UNENCRYPTED_IDENTIFIER
## [21634] UNKN_UNKN
## [21635] ENCRYPTED_IDENTIFIER
## [21636] UNENCRYPTED_IDENTIFIER
## [21637] UNKN_UNKN
## [21638] UNKN_UNKN
## [21639] UNENCRYPTED_IDENTIFIER
## [21640] UNENCRYPTED_SENSITIVE-LOGIN
## [21641] UNKN_UNKN
## [21642] UNKN_UNKN
## [21643] UNKN_UNKN
## [21644] UNENCRYPTED_IDENTIFIER
## [21645] UNENCRYPTED_IDENTIFIER
## [21646] UNENCRYPTED_IDENTIFIER
## [21647] UNKN_UNKN
## [21648] UNKN_UNKN
## [21649] UNENCRYPTED_IDENTIFIER
## [21650] UNENCRYPTED_IDENTIFIER
## [21651] UNKN_UNKN
## [21652] UNENCRYPTED_IDENTIFIER
## [21653] UNENCRYPTED_IDENTIFIER
## [21654] UNKN_UNKN
## [21655] UNKN_UNKN
## [21656] UNENCRYPTED_IDENTIFIER
## [21657] UNKN_UNKN
## [21658] UNENCRYPTED_SENSITIVE-LOGIN
## [21659] UNKN_UNKN
## [21660] UNENCRYPTED_IDENTIFIER
## [21661] UNENCRYPTED_IDENTIFIER
## [21662] UNKN_UNKN
## [21663] UNENCRYPTED_IDENTIFIER
## [21664] UNKN_UNKN
## [21665] UNKN_UNKN
## [21666] UNENCRYPTED_IDENTIFIER
## [21667] UNENCRYPTED_IDENTIFIER
## [21668] UNENCRYPTED_IDENTIFIER
## [21669] UNKN_UNKN
## [21670] UNKN_UNKN
## [21671] UNENCRYPTED_IDENTIFIER
## [21672] UNKN_UNKN
## [21673] UNKN_UNKN
## [21674] UNKN_UNKN
## [21675] UNKN_UNKN
## [21676] UNKN_UNKN
## [21677] UNKN_UNKN
## [21678] UNKN_UNKN
## [21679] UNKN_UNKN
## [21680] UNKN_UNKN
## [21681] UNKN_UNKN
## [21682] UNKN_UNKN
## [21683] UNKN_UNKN
## [21684] UNKN_UNKN
## [21685] UNKN_UNKN
## [21686] UNKN_UNKN
## [21687] UNKN_UNKN
## [21688] UNKN_UNKN
## [21689] UNKN_UNKN
## [21690] UNENCRYPTED_IDENTIFIER
## [21691] UNENCRYPTED_IDENTIFIER
## [21692] UNKN_UNKN
## [21693] UNENCRYPTED_IDENTIFIER
## [21694] UNENCRYPTED_IDENTIFIER
## [21695] UNKN_UNKN
## [21696] UNENCRYPTED_IDENTIFIER
## [21697] UNKN_UNKN
## [21698] UNENCRYPTED_SENSITIVE-LOGIN
## [21699] UNKN_UNKN
## [21700] UNKN_UNKN
## [21701] UNENCRYPTED_IDENTIFIER
## [21702] UNKN_UNKN
## [21703] UNENCRYPTED_IDENTIFIER
## [21704] UNENCRYPTED_IDENTIFIER
## [21705] UNKN_UNKN
## [21706] UNENCRYPTED_IDENTIFIER
## [21707] UNENCRYPTED_IDENTIFIER
## [21708] UNENCRYPTED_IDENTIFIER
## [21709] UNENCRYPTED_IDENTIFIER
## [21710] UNKN_UNKN
## [21711] UNKN_UNKN
## [21712] UNENCRYPTED_IDENTIFIER
## [21713] UNENCRYPTED_IDENTIFIER
## [21714] UNKN_UNKN
## [21715] UNKN_UNKN
## [21716] UNENCRYPTED_IDENTIFIER
## [21717] UNENCRYPTED_IDENTIFIER
## [21718] UNENCRYPTED_IDENTIFIER
## [21719] UNENCRYPTED_IDENTIFIER
## [21720] UNENCRYPTED_IDENTIFIER
## [21721] UNENCRYPTED_IDENTIFIER
## [21722] UNKN_UNKN
## [21723] UNENCRYPTED_IDENTIFIER
## [21724] UNKN_UNKN
## [21725] UNKN_UNKN
## [21726] UNKN_UNKN
## [21727] UNKN_UNKN
## [21728] UNKN_UNKN
## [21729] UNENCRYPTED_IDENTIFIER
## [21730] UNENCRYPTED_IDENTIFIER
## [21731] UNENCRYPTED_IDENTIFIER
## [21732] UNKN_UNKN
## [21733] UNENCRYPTED_IDENTIFIER
## [21734] UNENCRYPTED_IDENTIFIER
## [21735] UNKN_UNKN
## [21736] UNENCRYPTED_IDENTIFIER
## [21737] UNENCRYPTED_IDENTIFIER
## [21738] UNENCRYPTED_HEALTH
## [21739] UNENCRYPTED_IDENTIFIER
## [21740] UNKN_UNKN
## [21741] UNENCRYPTED_SENSITIVE-GOV
## [21742] UNKN_UNKN
## [21743] UNKN_UNKN
## [21744] UNKN_UNKN
## [21745] UNKN_UNKN
## [21746] UNKN_UNKN
## [21747] UNKN_UNKN
## [21748] UNKN_UNKN
## [21749] UNENCRYPTED_IDENTIFIER
## [21750] UNKN_UNKN
## [21751] UNENCRYPTED_HEALTH
## [21752] UNKN_UNKN
## [21753] UNENCRYPTED_IDENTIFIER
## [21754] UNKN_UNKN
## [21755] UNENCRYPTED_IDENTIFIER
## [21756] UNKN_UNKN
## [21757] UNKN_UNKN
## [21758] UNKN_UNKN
## [21759] UNENCRYPTED_IDENTIFIER
## [21760] UNENCRYPTED_IDENTIFIER
## [21761] UNKN_UNKN
## [21762] UNENCRYPTED_IDENTIFIER
## [21763] UNKN_UNKN
## [21764] UNENCRYPTED_IDENTIFIER
## [21765] UNKN_UNKN
## [21766] UNKN_UNKN
## [21767] UNKN_UNKN
## [21768] UNKN_UNKN
## [21769] UNENCRYPTED_IDENTIFIER
## [21770] UNENCRYPTED_IDENTIFIER
## [21771] UNENCRYPTED_IDENTIFIER
## [21772] UNENCRYPTED_IDENTIFIER
## [21773] UNKN_UNKN
## [21774] UNENCRYPTED_UNKN
## [21775] UNENCRYPTED_IDENTIFIER
## [21776] UNENCRYPTED_IDENTIFIER
## [21777] UNKN_UNKN
## [21778] UNENCRYPTED_IDENTIFIER
## [21779] UNENCRYPTED_IDENTIFIER
## [21780] UNENCRYPTED_IDENTIFIER
## [21781] UNENCRYPTED_IDENTIFIER
## [21782] ENCRYPTED_IDENTIFIER
## [21783] UNENCRYPTED_IDENTIFIER
## [21784] UNENCRYPTED_IDENTIFIER
## [21785] UNENCRYPTED_IDENTIFIER
## [21786] UNENCRYPTED_IDENTIFIER
## [21787] UNENCRYPTED_IDENTIFIER
## [21788] UNKN_UNKN
## [21789] UNKN_UNKN
## [21790] UNENCRYPTED_IDENTIFIER
## [21791] UNKN_UNKN
## [21792] UNENCRYPTED_IDENTIFIER
## [21793] UNKN_UNKN
## [21794] UNKN_UNKN
## [21795] UNENCRYPTED_IDENTIFIER
## [21796] UNENCRYPTED_IDENTIFIER
## [21797] UNENCRYPTED_IDENTIFIER
## [21798] UNKN_UNKN
## [21799] UNKN_UNKN
## [21800] UNENCRYPTED_IDENTIFIER
## [21801] UNENCRYPTED_IDENTIFIER
## [21802] UNENCRYPTED_IDENTIFIER
## [21803] UNENCRYPTED_IDENTIFIER
## [21804] UNENCRYPTED_IDENTIFIER
## [21805] UNENCRYPTED_IDENTIFIER
## [21806] UNENCRYPTED_IDENTIFIER
## [21807] UNENCRYPTED_IDENTIFIER
## [21808] UNENCRYPTED_IDENTIFIER
## [21809] UNKN_UNKN
## [21810] UNENCRYPTED_IDENTIFIER
## [21811] UNENCRYPTED_IDENTIFIER
## [21812] UNKN_UNKN
## [21813] UNKN_UNKN
## [21814] UNKN_UNKN
## [21815] UNKN_UNKN
## [21816] UNENCRYPTED_IDENTIFIER
## [21817] UNKN_UNKN
## [21818] UNKN_UNKN
## [21819] UNENCRYPTED_IDENTIFIER
## [21820] UNKN_UNKN
## [21821] UNKN_UNKN
## [21822] UNKN_UNKN
## [21823] UNKN_UNKN
## [21824] UNENCRYPTED_IDENTIFIER
## [21825] UNENCRYPTED_IDENTIFIER
## [21826] UNKN_UNKN
## [21827] UNKN_UNKN
## [21828] UNENCRYPTED_IDENTIFIER
## [21829] UNKN_UNKN
## [21830] UNENCRYPTED_IDENTIFIER
## [21831] UNENCRYPTED_IDENTIFIER
## [21832] UNKN_UNKN
## [21833] UNKN_UNKN
## [21834] UNENCRYPTED_IDENTIFIER
## [21835] UNENCRYPTED_IDENTIFIER
## [21836] UNKN_UNKN
## [21837] UNENCRYPTED_UNKN
## [21838] UNKN_UNKN
## [21839] UNENCRYPTED_IDENTIFIER
## [21840] UNENCRYPTED_IDENTIFIER
## [21841] UNKN_UNKN
## [21842] UNENCRYPTED_IDENTIFIER
## [21843] UNKN_UNKN
## [21844] UNKN_UNKN
## [21845] UNENCRYPTED_IDENTIFIER
## [21846] UNENCRYPTED_IDENTIFIER
## [21847] UNENCRYPTED_IDENTIFIER
## [21848] UNKN_UNKN
## [21849] UNENCRYPTED_HEALTH
## [21850] UNENCRYPTED_IDENTIFIER
## [21851] UNENCRYPTED_IDENTIFIER
## [21852] UNENCRYPTED_IDENTIFIER
## [21853] UNENCRYPTED_IDENTIFIER
## [21854] UNKN_UNKN
## [21855] UNENCRYPTED_IDENTIFIER
## [21856] UNKN_UNKN
## [21857] UNENCRYPTED_IDENTIFIER
## [21858] UNKN_UNKN
## [21859] UNKN_UNKN
## [21860] UNKN_UNKN
## [21861] UNENCRYPTED_IDENTIFIER
## [21862] UNKN_UNKN
## [21863] UNKN_UNKN
## [21864] UNKN_UNKN
## [21865] UNENCRYPTED_IDENTIFIER
## [21866] UNKN_UNKN
## [21867] UNENCRYPTED_IDENTIFIER
## [21868] UNKN_UNKN
## [21869] UNENCRYPTED_IDENTIFIER
## [21870] UNKN_UNKN
## [21871] UNKN_UNKN
## [21872] UNKN_UNKN
## [21873] UNENCRYPTED_IDENTIFIER
## [21874] UNENCRYPTED_SENSITIVE-GOV
## [21875] UNKN_UNKN
## [21876] UNENCRYPTED_IDENTIFIER
## [21877] UNENCRYPTED_IDENTIFIER
## [21878] UNKN_UNKN
## [21879] UNKN_UNKN
## [21880] UNENCRYPTED_IDENTIFIER
## [21881] UNENCRYPTED_IDENTIFIER
## [21882] UNKN_UNKN
## [21883] UNKN_UNKN
## [21884] UNENCRYPTED_IDENTIFIER
## [21885] UNKN_UNKN
## [21886] UNENCRYPTED_IDENTIFIER
## [21887] UNENCRYPTED_IDENTIFIER
## [21888] UNKN_UNKN
## [21889] UNKN_UNKN
## [21890] UNKN_UNKN
## [21891] UNENCRYPTED_IDENTIFIER
## [21892] UNKN_UNKN
## [21893] UNKN_UNKN
## [21894] UNENCRYPTED_IDENTIFIER
## [21895] UNKN_UNKN
## [21896] UNENCRYPTED_IDENTIFIER
## [21897] UNENCRYPTED_UNENCRYPTED
## [21898] UNENCRYPTED_IDENTIFIER
## [21899] UNENCRYPTED_IDENTIFIER
## [21900] UNENCRYPTED_IDENTIFIER
## [21901] UNENCRYPTED_IDENTIFIER
## [21902] UNKN_UNKN
## [21903] UNENCRYPTED_IDENTIFIER
## [21904] UNENCRYPTED_IDENTIFIER
## [21905] UNENCRYPTED_IDENTIFIER
## [21906] UNENCRYPTED_IDENTIFIER
## [21907] UNENCRYPTED_IDENTIFIER
## [21908] UNENCRYPTED_IDENTIFIER
## [21909] UNENCRYPTED_IDENTIFIER
## [21910] UNENCRYPTED_IDENTIFIER
## [21911] UNKN_UNKN
## [21912] UNKN_UNKN
## [21913] UNENCRYPTED_IDENTIFIER
## [21914] UNENCRYPTED_IDENTIFIER
## [21915] UNENCRYPTED_IDENTIFIER
## [21916] UNKN_UNKN
## [21917] UNKN_UNKN
## [21918] UNENCRYPTED_IDENTIFIER
## [21919] UNENCRYPTED_IDENTIFIER
## [21920] UNKN_UNKN
## [21921] UNENCRYPTED_IDENTIFIER
## [21922] UNENCRYPTED_IDENTIFIER
## [21923] UNKN_UNKN
## [21924] UNENCRYPTED_UNKN
## [21925] UNKN_UNKN
## [21926] UNKN_UNKN
## [21927] UNENCRYPTED_HEALTH
## [21928] UNENCRYPTED_IDENTIFIER
## [21929] UNKN_UNKN
## [21930] UNENCRYPTED_HEALTH
## [21931] UNKN_UNKN
## [21932] UNKN_UNKN
## [21933] UNENCRYPTED_IDENTIFIER
## [21934] UNKN_UNKN
## [21935] UNKN_UNKN
## [21936] UNKN_UNKN
## [21937] UNKN_UNKN
## [21938] UNENCRYPTED_IDENTIFIER
## [21939] UNKN_UNKN
## [21940] UNKN_UNKN
## [21941] UNKN_UNKN
## [21942] UNENCRYPTED_IDENTIFIER
## [21943] UNENCRYPTED_IDENTIFIER
## [21944] UNENCRYPTED_IDENTIFIER
## [21945] UNKN_UNKN
## [21946] UNKN_UNKN
## [21947] UNKN_UNKN
## [21948] UNKN_UNKN
## [21949] UNENCRYPTED_IDENTIFIER
## [21950] UNENCRYPTED_IDENTIFIER
## [21951] UNKN_UNKN
## [21952] UNKN_UNKN
## [21953] UNKN_UNKN
## [21954] UNENCRYPTED_HEALTH
## [21955] UNENCRYPTED_IDENTIFIER
## [21956] UNKN_UNKN
## [21957] UNENCRYPTED_IDENTIFIER
## [21958] UNENCRYPTED_IDENTIFIER
## [21959] UNENCRYPTED_IDENTIFIER
## [21960] UNKN_UNKN
## [21961] UNENCRYPTED_IDENTIFIER
## [21962] UNKN_UNKN
## [21963] UNENCRYPTED_IDENTIFIER
## [21964] UNKN_UNKN
## [21965] UNKN_UNKN
## [21966] UNENCRYPTED_IDENTIFIER
## [21967] UNKN_UNKN
## [21968] UNENCRYPTED_IDENTIFIER
## [21969] UNKN_UNKN
## [21970] UNKN_UNKN
## [21971] UNENCRYPTED_IDENTIFIER
## [21972] UNENCRYPTED_IDENTIFIER
## [21973] UNENCRYPTED_IDENTIFIER
## [21974] UNKN_UNKN
## [21975] UNENCRYPTED_IDENTIFIER
## [21976] UNENCRYPTED_IDENTIFIER
## [21977] UNKN_UNKN
## [21978] UNKN_UNKN
## [21979] UNKN_UNKN
## [21980] UNENCRYPTED_IDENTIFIER
## [21981] UNKN_UNKN
## [21982] UNENCRYPTED_IDENTIFIER
## [21983] UNENCRYPTED_IDENTIFIER
## [21984] UNENCRYPTED_IDENTIFIER
## [21985] UNKN_UNKN
## [21986] UNENCRYPTED_IDENTIFIER
## [21987] UNENCRYPTED_IDENTIFIER
## [21988] UNENCRYPTED_IDENTIFIER
## [21989] UNENCRYPTED_IDENTIFIER
## [21990] UNKN_UNKN
## [21991] UNKN_UNKN
## [21992] UNENCRYPTED_IDENTIFIER
## [21993] UNKN_UNKN
## [21994] UNKN_UNKN
## [21995] UNENCRYPTED_IDENTIFIER
## [21996] UNENCRYPTED_IDENTIFIER
## [21997] UNKN_UNKN
## [21998] UNENCRYPTED_IDENTIFIER
## [21999] UNKN_UNKN
## [22000] UNENCRYPTED_IDENTIFIER
## [22001] UNKN_UNKN
## [22002] UNKN_UNKN
## [22003] UNKN_UNKN
## [22004] UNKN_UNKN
## [22005] UNKN_UNKN
## [22006] UNENCRYPTED_IDENTIFIER
## [22007] UNENCRYPTED_IDENTIFIER
## [22008] UNENCRYPTED_IDENTIFIER
## [22009] UNKN_UNKN
## [22010] UNENCRYPTED_IDENTIFIER
## [22011] UNKN_UNKN
## [22012] UNKN_UNKN
## [22013] UNENCRYPTED_IDENTIFIER
## [22014] UNKN_UNKN
## [22015] UNKN_UNKN
## [22016] UNKN_UNKN
## [22017] UNENCRYPTED_IDENTIFIER
## [22018] UNKN_UNKN
## [22019] UNENCRYPTED_IDENTIFIER
## [22020] UNENCRYPTED_IDENTIFIER
## [22021] UNENCRYPTED_IDENTIFIER
## [22022] UNENCRYPTED_IDENTIFIER
## [22023] UNENCRYPTED_IDENTIFIER
## [22024] UNKN_UNKN
## [22025] UNKN_UNKN
## [22026] UNKN_UNKN
## [22027] UNKN_UNKN
## [22028] UNENCRYPTED_SENSITIVE-GOV
## [22029] UNENCRYPTED_IDENTIFIER
## [22030] UNENCRYPTED_IDENTIFIER
## [22031] UNKN_UNKN
## [22032] UNENCRYPTED_SENSITIVE-LOGIN
## [22033] UNENCRYPTED_IDENTIFIER
## [22034] UNKN_UNKN
## [22035] UNKN_UNKN
## [22036] UNKN_UNKN
## [22037] UNKN_UNKN
## [22038] UNENCRYPTED_IDENTIFIER
## [22039] UNKN_UNKN
## [22040] UNENCRYPTED_IDENTIFIER
## [22041] UNKN_UNKN
## [22042] UNENCRYPTED_IDENTIFIER
## [22043] UNENCRYPTED_IDENTIFIER
## [22044] UNKN_UNKN
## [22045] UNENCRYPTED_IDENTIFIER
## [22046] UNKN_UNKN
## [22047] UNENCRYPTED_IDENTIFIER
## [22048] UNKN_UNKN
## [22049] UNENCRYPTED_IDENTIFIER
## [22050] UNKN_UNKN
## [22051] UNENCRYPTED_IDENTIFIER
## [22052] UNKN_UNKN
## [22053] UNENCRYPTED_HEALTH
## [22054] UNKN_UNKN
## [22055] UNKN_UNKN
## [22056] UNKN_UNKN
## [22057] UNKN_UNKN
## [22058] UNKN_UNKN
## [22059] UNENCRYPTED_IDENTIFIER
## [22060] UNENCRYPTED_IDENTIFIER
## [22061] UNENCRYPTED_IDENTIFIER
## [22062] UNKN_UNKN
## [22063] UNKN_UNKN
## [22064] UNENCRYPTED_IDENTIFIER
## [22065] UNKN_UNKN
## [22066] UNKN_UNKN
## [22067] UNENCRYPTED_IDENTIFIER
## [22068] UNKN_UNKN
## [22069] UNENCRYPTED_IDENTIFIER
## [22070] UNENCRYPTED_IDENTIFIER
## [22071] UNKN_UNKN
## [22072] UNENCRYPTED_IDENTIFIER
## [22073] UNKN_UNKN
## [22074] UNKN_UNKN
## [22075] UNENCRYPTED_IDENTIFIER
## [22076] UNENCRYPTED_IDENTIFIER
## [22077] UNKN_UNKN
## [22078] UNENCRYPTED_IDENTIFIER
## [22079] UNKN_UNKN
## [22080] UNKN_UNKN
## [22081] UNKN_UNKN
## [22082] UNENCRYPTED_IDENTIFIER
## [22083] UNKN_UNKN
## [22084] UNENCRYPTED_SENSITIVE-LOGIN
## [22085] UNENCRYPTED_IDENTIFIER
## [22086] UNKN_UNKN
## [22087] UNKN_UNKN
## [22088] UNKN_UNKN
## [22089] UNENCRYPTED_HEALTH
## [22090] UNKN_UNKN
## [22091] UNENCRYPTED_SENSITIVE-LOGIN
## [22092] UNENCRYPTED_IDENTIFIER
## [22093] UNKN_UNKN
## [22094] UNENCRYPTED_IDENTIFIER
## [22095] UNKN_UNKN
## [22096] UNENCRYPTED_IDENTIFIER
## [22097] UNENCRYPTED_IDENTIFIER
## [22098] UNKN_UNKN
## [22099] UNKN_UNKN
## [22100] UNENCRYPTED_IDENTIFIER
## [22101] UNKN_UNKN
## [22102] UNENCRYPTED_IDENTIFIER
## [22103] UNKN_UNKN
## [22104] UNENCRYPTED_IDENTIFIER
## [22105] UNENCRYPTED_IDENTIFIER
## [22106] UNENCRYPTED_SENSITIVE-LOGIN
## [22107] UNENCRYPTED_IDENTIFIER
## [22108] UNENCRYPTED_IDENTIFIER
## [22109] UNENCRYPTED_IDENTIFIER
## [22110] UNENCRYPTED_IDENTIFIER
## [22111] UNENCRYPTED_IDENTIFIER
## [22112] UNKN_UNKN
## [22113] UNKN_UNKN
## [22114] UNKN_UNKN
## [22115] UNKN_UNKN
## [22116] UNENCRYPTED_IDENTIFIER
## [22117] UNENCRYPTED_IDENTIFIER
## [22118] UNENCRYPTED_IDENTIFIER
## [22119] UNKN_UNKN
## [22120] UNKN_UNKN
## [22121] UNKN_UNKN
## [22122] UNENCRYPTED_IDENTIFIER
## [22123] UNENCRYPTED_IDENTIFIER
## [22124] UNKN_UNKN
## [22125] UNKN_UNKN
## [22126] UNKN_UNKN
## [22127] UNENCRYPTED_IDENTIFIER
## [22128] UNKN_UNKN
## [22129] UNKN_UNKN
## [22130] UNENCRYPTED_IDENTIFIER
## [22131] UNENCRYPTED_IDENTIFIER
## [22132] UNKN_UNKN
## [22133] UNENCRYPTED_IDENTIFIER
## [22134] UNKN_UNKN
## [22135] UNENCRYPTED_IDENTIFIER
## [22136] UNENCRYPTED_HEALTH
## [22137] UNKN_UNKN
## [22138] UNKN_UNKN
## [22139] UNKN_UNKN
## [22140] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [22141] UNKN_UNKN
## [22142] UNKN_UNKN
## [22143] UNENCRYPTED_IDENTIFIER
## [22144] UNKN_UNKN
## [22145] UNKN_UNKN
## [22146] UNKN_UNKN
## [22147] UNKN_UNKN
## [22148] UNKN_UNKN
## [22149] UNENCRYPTED_IDENTIFIER
## [22150] UNKN_UNKN
## [22151] UNENCRYPTED_IDENTIFIER
## [22152] UNKN_UNKN
## [22153] UNKN_UNKN
## [22154] UNKN_UNKN
## [22155] UNENCRYPTED_IDENTIFIER
## [22156] UNKN_UNKN
## [22157] UNENCRYPTED_IDENTIFIER
## [22158] UNKN_UNKN
## [22159] UNKN_UNKN
## [22160] UNENCRYPTED_IDENTIFIER
## [22161] UNKN_UNKN
## [22162] UNENCRYPTED_IDENTIFIER
## [22163] UNENCRYPTED_IDENTIFIER
## [22164] UNKN_UNKN
## [22165] UNENCRYPTED_IDENTIFIER
## [22166] UNKN_UNKN
## [22167] UNKN_UNKN
## [22168] UNENCRYPTED_IDENTIFIER
## [22169] UNKN_UNKN
## [22170] UNKN_UNKN
## [22171] UNENCRYPTED_IDENTIFIER
## [22172] UNENCRYPTED_IDENTIFIER
## [22173] UNENCRYPTED_IDENTIFIER
## [22174] UNKN_UNKN
## [22175] UNKN_UNKN
## [22176] UNENCRYPTED_IDENTIFIER
## [22177] UNKN_UNKN
## [22178] UNENCRYPTED_IDENTIFIER
## [22179] UNENCRYPTED_IDENTIFIER
## [22180] UNENCRYPTED_IDENTIFIER
## [22181] UNKN_UNKN
## [22182] UNKN_UNKN
## [22183] UNENCRYPTED_IDENTIFIER
## [22184] UNKN_UNKN
## [22185] UNKN_UNKN
## [22186] UNKN_UNKN
## [22187] UNENCRYPTED_IDENTIFIER
## [22188] UNKN_UNKN
## [22189] UNENCRYPTED_IDENTIFIER
## [22190] UNKN_UNKN
## [22191] UNENCRYPTED_IDENTIFIER
## [22192] UNENCRYPTED_IDENTIFIER
## [22193] UNKN_UNKN
## [22194] UNENCRYPTED_IDENTIFIER
## [22195] UNKN_UNKN
## [22196] UNENCRYPTED_IDENTIFIER
## [22197] UNENCRYPTED_IDENTIFIER
## [22198] UNENCRYPTED_IDENTIFIER
## [22199] UNENCRYPTED_IDENTIFIER
## [22200] UNKN_UNKN
## [22201] UNKN_UNKN
## [22202] UNKN_UNKN
## [22203] UNKN_UNKN
## [22204] UNKN_UNKN
## [22205] UNENCRYPTED_IDENTIFIER
## [22206] UNENCRYPTED_IDENTIFIER
## [22207] UNKN_UNKN
## [22208] UNKN_UNKN
## [22209] UNKN_UNKN
## [22210] UNENCRYPTED_IDENTIFIER
## [22211] UNENCRYPTED_IDENTIFIER
## [22212] UNKN_UNKN
## [22213] UNENCRYPTED_UNKN
## [22214] UNKN_UNKN
## [22215] UNENCRYPTED_IDENTIFIER
## [22216] UNKN_UNKN
## [22217] UNKN_UNKN
## [22218] UNKN_UNKN
## [22219] UNENCRYPTED_IDENTIFIER
## [22220] UNKN_UNKN
## [22221] UNENCRYPTED_IDENTIFIER
## [22222] UNENCRYPTED_IDENTIFIER
## [22223] UNENCRYPTED_IDENTIFIER
## [22224] UNKN_UNKN
## [22225] UNENCRYPTED_IDENTIFIER
## [22226] UNKN_UNKN
## [22227] UNENCRYPTED_IDENTIFIER
## [22228] UNENCRYPTED_IDENTIFIER
## [22229] UNKN_UNKN
## [22230] UNENCRYPTED_IDENTIFIER
## [22231] UNENCRYPTED_IDENTIFIER
## [22232] UNKN_UNKN
## [22233] UNENCRYPTED_IDENTIFIER
## [22234] UNENCRYPTED_IDENTIFIER
## [22235] UNKN_UNKN
## [22236] UNENCRYPTED_IDENTIFIER
## [22237] UNKN_UNKN
## [22238] UNENCRYPTED_IDENTIFIER
## [22239] UNENCRYPTED_IDENTIFIER
## [22240] UNKN_UNKN
## [22241] UNENCRYPTED_IDENTIFIER
## [22242] UNENCRYPTED_IDENTIFIER
## [22243] UNKN_UNKN
## [22244] UNENCRYPTED_IDENTIFIER
## [22245] UNKN_UNKN
## [22246] UNENCRYPTED_IDENTIFIER
## [22247] UNENCRYPTED_IDENTIFIER
## [22248] UNENCRYPTED_IDENTIFIER
## [22249] UNENCRYPTED_SENSITIVE-LOGIN
## [22250] UNENCRYPTED_IDENTIFIER
## [22251] UNKN_UNKN
## [22252] UNKN_UNKN
## [22253] UNKN_UNKN
## [22254] UNENCRYPTED_SENSITIVE-LOGIN
## [22255] UNENCRYPTED_IDENTIFIER
## [22256] UNKN_UNKN
## [22257] UNENCRYPTED_IDENTIFIER
## [22258] UNKN_UNKN
## [22259] UNENCRYPTED_IDENTIFIER
## [22260] UNKN_UNKN
## [22261] UNENCRYPTED_IDENTIFIER
## [22262] UNKN_UNKN
## [22263] UNENCRYPTED_IDENTIFIER
## [22264] UNENCRYPTED_IDENTIFIER
## [22265] UNENCRYPTED_IDENTIFIER
## [22266] UNKN_UNKN
## [22267] UNENCRYPTED_IDENTIFIER
## [22268] UNKN_UNKN
## [22269] UNKN_UNKN
## [22270] UNKN_UNKN
## [22271] UNKN_UNKN
## [22272] UNENCRYPTED_IDENTIFIER
## [22273] UNKN_UNKN
## [22274] UNENCRYPTED_IDENTIFIER
## [22275] UNKN_UNKN
## [22276] UNENCRYPTED_IDENTIFIER
## [22277] UNENCRYPTED_IDENTIFIER
## [22278] UNKN_UNKN
## [22279] UNKN_UNKN
## [22280] UNKN_UNKN
## [22281] UNENCRYPTED_IDENTIFIER
## [22282] UNENCRYPTED_IDENTIFIER
## [22283] UNENCRYPTED_IDENTIFIER
## [22284] UNKN_UNKN
## [22285] UNENCRYPTED_IDENTIFIER
## [22286] UNKN_UNKN
## [22287] UNENCRYPTED_IDENTIFIER
## [22288] UNENCRYPTED_IDENTIFIER
## [22289] UNENCRYPTED_IDENTIFIER
## [22290] UNENCRYPTED_IDENTIFIER
## [22291] UNKN_UNKN
## [22292] UNKN_UNKN
## [22293] UNKN_UNKN
## [22294] UNENCRYPTED_IDENTIFIER
## [22295] UNKN_UNKN
## [22296] UNKN_UNKN
## [22297] UNENCRYPTED_IDENTIFIER
## [22298] UNENCRYPTED_IDENTIFIER
## [22299] UNENCRYPTED_HEALTH
## [22300] UNENCRYPTED_IDENTIFIER
## [22301] UNENCRYPTED_IDENTIFIER
## [22302] UNKN_UNKN
## [22303] UNENCRYPTED_IDENTIFIER
## [22304] UNENCRYPTED_IDENTIFIER
## [22305] UNENCRYPTED_IDENTIFIER
## [22306] UNENCRYPTED_IDENTIFIER
## [22307] UNKN_UNKN
## [22308] UNKN_UNKN
## [22309] UNENCRYPTED_IDENTIFIER
## [22310] UNENCRYPTED_IDENTIFIER
## [22311] UNENCRYPTED_IDENTIFIER
## [22312] UNKN_UNKN
## [22313] UNKN_UNKN
## [22314] UNKN_UNKN
## [22315] UNKN_UNKN
## [22316] UNKN_UNKN
## [22317] UNKN_UNKN
## [22318] UNKN_UNKN
## [22319] UNENCRYPTED_IDENTIFIER
## [22320] UNENCRYPTED_IDENTIFIER
## [22321] UNKN_UNKN
## [22322] UNENCRYPTED_IDENTIFIER
## [22323] UNKN_UNKN
## [22324] UNENCRYPTED_IDENTIFIER
## [22325] UNKN_UNKN
## [22326] UNENCRYPTED_HEALTH
## [22327] UNENCRYPTED_IDENTIFIER
## [22328] UNENCRYPTED_UNKN
## [22329] UNENCRYPTED_IDENTIFIER
## [22330] UNKN_UNKN
## [22331] UNKN_UNKN
## [22332] UNKN_UNKN
## [22333] UNKN_UNKN
## [22334] UNENCRYPTED_IDENTIFIER
## [22335] UNENCRYPTED_IDENTIFIER
## [22336] UNKN_UNKN
## [22337] UNENCRYPTED_IDENTIFIER
## [22338] UNENCRYPTED_IDENTIFIER
## [22339] UNKN_UNKN
## [22340] UNENCRYPTED_IDENTIFIER
## [22341] ENCRYPTED_IDENTIFIER
## [22342] UNKN_UNKN
## [22343] UNENCRYPTED_IDENTIFIER
## [22344] UNENCRYPTED_IDENTIFIER
## [22345] UNKN_UNKN
## [22346] UNENCRYPTED_SENSITIVE-LOGIN
## [22347] UNENCRYPTED_IDENTIFIER
## [22348] UNENCRYPTED_IDENTIFIER
## [22349] UNKN_UNKN
## [22350] UNKN_UNKN
## [22351] UNKN_UNKN
## [22352] UNKN_UNKN
## [22353] UNKN_UNKN
## [22354] UNKN_UNKN
## [22355] UNKN_UNKN
## [22356] UNENCRYPTED_IDENTIFIER
## [22357] UNKN_UNKN
## [22358] ENCRYPTED_IDENTIFIER
## [22359] UNENCRYPTED_IDENTIFIER
## [22360] UNKN_UNKN
## [22361] UNKN_UNKN
## [22362] UNENCRYPTED_UNKN
## [22363] UNKN_UNKN
## [22364] UNENCRYPTED_IDENTIFIER
## [22365] UNKN_UNKN
## [22366] UNKN_UNKN
## [22367] UNKN_UNKN
## [22368] UNKN_UNKN
## [22369] UNKN_UNKN
## [22370] UNENCRYPTED_IDENTIFIER
## [22371] UNENCRYPTED_IDENTIFIER
## [22372] UNKN_UNKN
## [22373] UNKN_UNKN
## [22374] UNENCRYPTED_IDENTIFIER
## [22375] UNKN_UNKN
## [22376] UNENCRYPTED_IDENTIFIER
## [22377] UNENCRYPTED_IDENTIFIER
## [22378] UNENCRYPTED_IDENTIFIER
## [22379] UNKN_UNKN
## [22380] UNKN_UNKN
## [22381] UNKN_UNKN
## [22382] UNENCRYPTED_IDENTIFIER
## [22383] UNKN_UNKN
## [22384] UNKN_UNKN
## [22385] UNKN_UNKN
## [22386] UNENCRYPTED_IDENTIFIER
## [22387] UNKN_UNKN
## [22388] UNENCRYPTED_HEALTH
## [22389] UNENCRYPTED_IDENTIFIER
## [22390] UNKN_UNKN
## [22391] UNENCRYPTED_IDENTIFIER
## [22392] UNKN_UNKN
## [22393] UNENCRYPTED_IDENTIFIER
## [22394] UNENCRYPTED_IDENTIFIER
## [22395] UNENCRYPTED_IDENTIFIER
## [22396] UNKN_UNKN
## [22397] UNKN_UNKN
## [22398] UNENCRYPTED_IDENTIFIER
## [22399] UNENCRYPTED_UNKN
## [22400] UNENCRYPTED_IDENTIFIER
## [22401] UNKN_UNKN
## [22402] UNKN_UNKN
## [22403] UNKN_UNKN
## [22404] UNENCRYPTED_IDENTIFIER
## [22405] UNKN_UNKN
## [22406] UNKN_UNKN
## [22407] UNKN_UNKN
## [22408] UNKN_UNKN
## [22409] UNENCRYPTED_IDENTIFIER
## [22410] UNKN_UNKN
## [22411] UNENCRYPTED_IDENTIFIER
## [22412] UNENCRYPTED_UNKN
## [22413] UNENCRYPTED_SENSITIVE-GOV
## [22414] UNENCRYPTED_IDENTIFIER
## [22415] UNENCRYPTED_HEALTH
## [22416] UNKN_UNKN
## [22417] UNENCRYPTED_IDENTIFIER
## [22418] UNKN_UNKN
## [22419] UNKN_UNKN
## [22420] UNKN_UNKN
## [22421] UNKN_UNKN
## [22422] UNENCRYPTED_IDENTIFIER
## [22423] UNENCRYPTED_IDENTIFIER
## [22424] UNKN_UNKN
## [22425] UNKN_UNKN
## [22426] UNKN_UNKN
## [22427] UNENCRYPTED_IDENTIFIER
## [22428] UNKN_UNKN
## [22429] UNENCRYPTED_IDENTIFIER
## [22430] UNENCRYPTED_IDENTIFIER
## [22431] UNKN_UNKN
## [22432] UNENCRYPTED_IDENTIFIER
## [22433] UNENCRYPTED_IDENTIFIER
## [22434] UNENCRYPTED_IDENTIFIER
## [22435] UNKN_UNKN
## [22436] UNKN_UNKN
## [22437] UNENCRYPTED_IDENTIFIER
## [22438] UNKN_UNKN
## [22439] UNENCRYPTED_IDENTIFIER
## [22440] UNKN_UNKN
## [22441] UNKN_UNKN
## [22442] UNKN_UNKN
## [22443] UNENCRYPTED_IDENTIFIER
## [22444] UNENCRYPTED_HEALTH
## [22445] UNENCRYPTED_IDENTIFIER
## [22446] UNKN_UNKN
## [22447] UNENCRYPTED_IDENTIFIER
## [22448] UNKN_UNKN
## [22449] UNKN_UNKN
## [22450] UNENCRYPTED_IDENTIFIER
## [22451] UNENCRYPTED_IDENTIFIER
## [22452] UNKN_UNKN
## [22453] UNKN_UNKN
## [22454] UNENCRYPTED_UNKN
## [22455] UNKN_UNKN
## [22456] UNENCRYPTED_UNKN
## [22457] UNENCRYPTED_IDENTIFIER
## [22458] UNENCRYPTED_IDENTIFIER
## [22459] UNKN_UNKN
## [22460] UNENCRYPTED_IDENTIFIER
## [22461] UNENCRYPTED_IDENTIFIER
## [22462] UNENCRYPTED_IDENTIFIER
## [22463] UNENCRYPTED_IDENTIFIER
## [22464] UNENCRYPTED_IDENTIFIER
## [22465] UNKN_UNKN
## [22466] UNKN_UNKN
## [22467] UNENCRYPTED_IDENTIFIER
## [22468] UNKN_UNKN
## [22469] UNENCRYPTED_IDENTIFIER
## [22470] UNKN_UNKN
## [22471] UNKN_UNKN
## [22472] UNENCRYPTED_IDENTIFIER
## [22473] UNENCRYPTED_UNKN
## [22474] UNENCRYPTED_IDENTIFIER
## [22475] UNKN_UNKN
## [22476] UNENCRYPTED_IDENTIFIER
## [22477] UNENCRYPTED_IDENTIFIER
## [22478] UNENCRYPTED_IDENTIFIER
## [22479] UNENCRYPTED_IDENTIFIER
## [22480] UNENCRYPTED_IDENTIFIER
## [22481] UNENCRYPTED_IDENTIFIER
## [22482] UNKN_UNKN
## [22483] UNKN_UNKN
## [22484] UNENCRYPTED_IDENTIFIER
## [22485] UNENCRYPTED_IDENTIFIER
## [22486] UNENCRYPTED_IDENTIFIER
## [22487] UNENCRYPTED_IDENTIFIER
## [22488] UNENCRYPTED_IDENTIFIER
## [22489] UNKN_UNKN
## [22490] UNENCRYPTED_IDENTIFIER
## [22491] UNKN_UNKN
## [22492] UNKN_UNKN
## [22493] UNKN_UNKN
## [22494] UNKN_UNKN
## [22495] UNKN_UNKN
## [22496] UNKN_UNKN
## [22497] UNENCRYPTED_IDENTIFIER
## [22498] UNKN_UNKN
## [22499] UNKN_UNKN
## [22500] UNENCRYPTED_IDENTIFIER
## [22501] UNKN_UNKN
## [22502] UNENCRYPTED_IDENTIFIER
## [22503] UNENCRYPTED_IDENTIFIER
## [22504] UNENCRYPTED_IDENTIFIER
## [22505] UNKN_UNKN
## [22506] UNENCRYPTED_IDENTIFIER
## [22507] UNKN_UNKN
## [22508] UNKN_UNKN
## [22509] UNENCRYPTED_IDENTIFIER
## [22510] UNKN_UNKN
## [22511] UNKN_UNKN
## [22512] UNENCRYPTED_IDENTIFIER
## [22513] UNKN_UNKN
## [22514] UNENCRYPTED_IDENTIFIER
## [22515] UNENCRYPTED_UNKN
## [22516] UNENCRYPTED_IDENTIFIER
## [22517] UNENCRYPTED_IDENTIFIER
## [22518] UNENCRYPTED_IDENTIFIER
## [22519] UNENCRYPTED_IDENTIFIER
## [22520] UNENCRYPTED_IDENTIFIER
## [22521] UNKN_UNKN
## [22522] UNENCRYPTED_SENSITIVE-LOGIN
## [22523] UNKN_UNKN
## [22524] UNENCRYPTED_IDENTIFIER
## [22525] UNKN_UNKN
## [22526] UNENCRYPTED_SENSITIVE-LOGIN
## [22527] UNENCRYPTED_IDENTIFIER
## [22528] UNKN_UNKN
## [22529] UNKN_UNKN
## [22530] UNKN_UNKN
## [22531] UNKN_UNKN
## [22532] UNKN_UNKN
## [22533] UNKN_UNKN
## [22534] UNENCRYPTED_IDENTIFIER
## [22535] UNENCRYPTED_IDENTIFIER
## [22536] UNKN_UNKN
## [22537] UNENCRYPTED_IDENTIFIER
## [22538] UNKN_UNKN
## [22539] UNENCRYPTED_IDENTIFIER
## [22540] UNENCRYPTED_IDENTIFIER
## [22541] UNKN_UNKN
## [22542] UNKN_UNKN
## [22543] UNKN_UNKN
## [22544] UNKN_UNKN
## [22545] UNKN_UNKN
## [22546] UNENCRYPTED_IDENTIFIER
## [22547] UNENCRYPTED_IDENTIFIER
## [22548] UNKN_UNKN
## [22549] UNKN_UNKN
## [22550] UNENCRYPTED_IDENTIFIER
## [22551] UNKN_UNKN
## [22552] UNKN_UNKN
## [22553] UNKN_UNKN
## [22554] UNKN_UNKN
## [22555] UNENCRYPTED_IDENTIFIER
## [22556] UNENCRYPTED_IDENTIFIER
## [22557] UNENCRYPTED_IDENTIFIER
## [22558] UNKN_UNKN
## [22559] UNENCRYPTED_IDENTIFIER
## [22560] UNKN_UNKN
## [22561] UNKN_UNKN
## [22562] UNENCRYPTED_IDENTIFIER
## [22563] UNKN_UNKN
## [22564] UNKN_UNKN
## [22565] UNKN_UNKN
## [22566] UNKN_UNKN
## [22567] UNENCRYPTED_IDENTIFIER
## [22568] UNENCRYPTED_IDENTIFIER
## [22569] UNKN_UNKN
## [22570] UNKN_UNKN
## [22571] UNKN_UNKN
## [22572] UNENCRYPTED_IDENTIFIER
## [22573] UNENCRYPTED_IDENTIFIER
## [22574] UNENCRYPTED_IDENTIFIER
## [22575] UNKN_UNKN
## [22576] UNKN_UNKN
## [22577] UNKN_UNKN
## [22578] UNENCRYPTED_SENSITIVE-GOV
## [22579] UNKN_UNKN
## [22580] UNKN_UNKN
## [22581] UNKN_UNKN
## [22582] UNENCRYPTED_IDENTIFIER
## [22583] UNENCRYPTED_IDENTIFIER
## [22584] UNENCRYPTED_IDENTIFIER
## [22585] UNKN_UNKN
## [22586] UNENCRYPTED_IDENTIFIER
## [22587] UNKN_UNKN
## [22588] UNENCRYPTED_UNKN
## [22589] UNENCRYPTED_IDENTIFIER
## [22590] UNENCRYPTED_IDENTIFIER
## [22591] UNENCRYPTED_IDENTIFIER
## [22592] UNENCRYPTED_IDENTIFIER
## [22593] UNKN_UNKN
## [22594] UNENCRYPTED_SENSITIVE-LOGIN
## [22595] UNKN_UNKN
## [22596] UNKN_UNKN
## [22597] UNKN_UNKN
## [22598] UNKN_UNKN
## [22599] UNENCRYPTED_IDENTIFIER
## [22600] UNKN_UNKN
## [22601] UNKN_UNKN
## [22602] UNKN_UNKN
## [22603] UNKN_UNKN
## [22604] UNENCRYPTED_IDENTIFIER
## [22605] UNENCRYPTED_IDENTIFIER
## [22606] UNKN_UNKN
## [22607] UNKN_UNKN
## [22608] UNENCRYPTED_IDENTIFIER
## [22609] UNKN_UNKN
## [22610] UNKN_UNKN
## [22611] UNKN_UNKN
## [22612] UNENCRYPTED_IDENTIFIER
## [22613] UNKN_UNKN
## [22614] UNENCRYPTED_IDENTIFIER
## [22615] UNKN_UNKN
## [22616] UNKN_UNKN
## [22617] UNKN_UNKN
## [22618] UNENCRYPTED_IDENTIFIER
## [22619] UNENCRYPTED_IDENTIFIER
## [22620] UNKN_UNKN
## [22621] ENCRYPTED_IDENTIFIER
## [22622] UNENCRYPTED_IDENTIFIER
## [22623] UNKN_UNKN
## [22624] UNENCRYPTED_IDENTIFIER
## [22625] UNKN_UNKN
## [22626] UNENCRYPTED_IDENTIFIER
## [22627] UNENCRYPTED_IDENTIFIER
## [22628] UNKN_UNKN
## [22629] UNENCRYPTED_IDENTIFIER
## [22630] UNENCRYPTED_IDENTIFIER
## [22631] UNENCRYPTED_IDENTIFIER
## [22632] UNKN_UNKN
## [22633] UNENCRYPTED_IDENTIFIER
## [22634] UNENCRYPTED_IDENTIFIER
## [22635] UNENCRYPTED_IDENTIFIER
## [22636] UNENCRYPTED_IDENTIFIER
## [22637] UNKN_UNKN
## [22638] UNENCRYPTED_IDENTIFIER
## [22639] UNENCRYPTED_IDENTIFIER
## [22640] UNENCRYPTED_UNKN
## [22641] UNKN_UNKN
## [22642] UNENCRYPTED_HEALTH
## [22643] UNENCRYPTED_IDENTIFIER
## [22644] UNKN_UNKN
## [22645] UNENCRYPTED_IDENTIFIER
## [22646] UNENCRYPTED_IDENTIFIER
## [22647] UNENCRYPTED_HEALTH
## [22648] UNKN_UNKN
## [22649] UNENCRYPTED_IDENTIFIER
## [22650] UNKN_UNKN
## [22651] UNKN_UNKN
## [22652] UNENCRYPTED_IDENTIFIER
## [22653] UNKN_UNKN
## [22654] UNKN_UNKN
## [22655] UNKN_UNKN
## [22656] UNENCRYPTED_IDENTIFIER
## [22657] UNENCRYPTED_IDENTIFIER
## [22658] UNENCRYPTED_IDENTIFIER
## [22659] UNENCRYPTED_HEALTH
## [22660] UNENCRYPTED_IDENTIFIER
## [22661] UNKN_UNKN
## [22662] UNENCRYPTED_IDENTIFIER
## [22663] UNENCRYPTED_IDENTIFIER
## [22664] UNENCRYPTED_SENSITIVE-LOGIN
## [22665] UNKN_UNKN
## [22666] UNKN_UNKN
## [22667] UNENCRYPTED_IDENTIFIER
## [22668] UNKN_UNKN
## [22669] UNKN_UNKN
## [22670] UNKN_UNKN
## [22671] UNENCRYPTED_IDENTIFIER
## [22672] UNKN_UNKN
## [22673] UNENCRYPTED_IDENTIFIER
## [22674] UNENCRYPTED_IDENTIFIER
## [22675] UNKN_UNKN
## [22676] UNKN_UNKN
## [22677] UNENCRYPTED_IDENTIFIER
## [22678] UNENCRYPTED_IDENTIFIER
## [22679] UNKN_UNKN
## [22680] UNENCRYPTED_IDENTIFIER
## [22681] UNKN_UNKN
## [22682] UNKN_UNKN
## [22683] UNENCRYPTED_IDENTIFIER
## [22684] UNENCRYPTED_IDENTIFIER
## [22685] UNKN_UNKN
## [22686] UNENCRYPTED_IDENTIFIER
## [22687] UNENCRYPTED_IDENTIFIER
## [22688] UNKN_UNKN
## [22689] UNKN_UNKN
## [22690] UNENCRYPTED_IDENTIFIER
## [22691] UNKN_UNKN
## [22692] UNENCRYPTED_IDENTIFIER
## [22693] UNKN_UNKN
## [22694] UNENCRYPTED_IDENTIFIER
## [22695] UNKN_UNKN
## [22696] UNENCRYPTED_IDENTIFIER
## [22697] UNKN_UNKN
## [22698] UNKN_UNKN
## [22699] UNENCRYPTED_IDENTIFIER
## [22700] UNENCRYPTED_IDENTIFIER
## [22701] UNKN_UNKN
## [22702] UNKN_UNKN
## [22703] UNENCRYPTED_IDENTIFIER
## [22704] UNKN_UNKN
## [22705] UNKN_UNKN
## [22706] UNENCRYPTED_IDENTIFIER
## [22707] UNKN_UNKN
## [22708] UNENCRYPTED_IDENTIFIER
## [22709] UNENCRYPTED_IDENTIFIER
## [22710] UNKN_UNKN
## [22711] UNKN_UNKN
## [22712] UNKN_UNKN
## [22713] UNENCRYPTED_IDENTIFIER
## [22714] UNENCRYPTED_UNKN
## [22715] UNKN_UNKN
## [22716] UNKN_UNKN
## [22717] UNKN_UNKN
## [22718] UNENCRYPTED_IDENTIFIER
## [22719] UNENCRYPTED_IDENTIFIER
## [22720] UNKN_UNKN
## [22721] UNKN_UNKN
## [22722] UNKN_UNKN
## [22723] UNKN_UNKN
## [22724] UNENCRYPTED_IDENTIFIER
## [22725] UNENCRYPTED_IDENTIFIER
## [22726] UNKN_UNKN
## [22727] UNKN_UNKN
## [22728] UNKN_UNKN
## [22729] UNKN_UNKN
## [22730] UNENCRYPTED_IDENTIFIER
## [22731] UNENCRYPTED_UNKN
## [22732] UNKN_UNKN
## [22733] UNENCRYPTED_IDENTIFIER
## [22734] UNKN_UNKN
## [22735] UNKN_UNKN
## [22736] UNENCRYPTED_UNKN
## [22737] UNENCRYPTED_IDENTIFIER
## [22738] UNENCRYPTED_IDENTIFIER
## [22739] UNENCRYPTED_IDENTIFIER
## [22740] UNENCRYPTED_IDENTIFIER
## [22741] UNKN_UNKN
## [22742] UNENCRYPTED_IDENTIFIER
## [22743] UNKN_UNKN
## [22744] UNENCRYPTED_IDENTIFIER
## [22745] UNENCRYPTED_IDENTIFIER
## [22746] UNKN_UNKN
## [22747] UNKN_UNKN
## [22748] UNENCRYPTED_IDENTIFIER
## [22749] UNKN_UNKN
## [22750] UNKN_UNKN
## [22751] UNKN_UNKN
## [22752] UNKN_UNKN
## [22753] UNKN_UNKN
## [22754] UNENCRYPTED_UNKN
## [22755] UNKN_UNKN
## [22756] UNENCRYPTED_HEALTH
## [22757] UNKN_UNKN
## [22758] UNKN_UNKN
## [22759] UNKN_UNKN
## [22760] UNENCRYPTED_IDENTIFIER
## [22761] UNKN_UNKN
## [22762] UNKN_UNKN
## [22763] UNKN_UNKN
## [22764] UNKN_UNKN
## [22765] UNENCRYPTED_IDENTIFIER
## [22766] UNKN_UNKN
## [22767] UNKN_UNKN
## [22768] UNKN_UNKN
## [22769] UNENCRYPTED_IDENTIFIER
## [22770] UNENCRYPTED_IDENTIFIER
## [22771] UNKN_UNKN
## [22772] UNKN_UNKN
## [22773] UNKN_UNKN
## [22774] UNENCRYPTED_IDENTIFIER
## [22775] UNKN_UNKN
## [22776] UNKN_UNKN
## [22777] UNENCRYPTED_HEALTH
## [22778] UNENCRYPTED_SENSITIVE-GOV
## [22779] UNENCRYPTED_IDENTIFIER
## [22780] UNENCRYPTED_IDENTIFIER
## [22781] UNENCRYPTED_IDENTIFIER
## [22782] UNENCRYPTED_IDENTIFIER
## [22783] UNKN_UNKN
## [22784] UNKN_UNKN
## [22785] UNKN_UNKN
## [22786] UNKN_UNKN
## [22787] UNENCRYPTED_IDENTIFIER
## [22788] UNENCRYPTED_IDENTIFIER
## [22789] UNENCRYPTED_IDENTIFIER
## [22790] UNKN_UNKN
## [22791] UNKN_UNKN
## [22792] UNKN_UNKN
## [22793] UNKN_UNKN
## [22794] UNENCRYPTED_IDENTIFIER
## [22795] UNKN_UNKN
## [22796] UNKN_UNKN
## [22797] UNENCRYPTED_IDENTIFIER
## [22798] UNENCRYPTED_IDENTIFIER
## [22799] UNENCRYPTED_IDENTIFIER
## [22800] UNENCRYPTED_IDENTIFIER
## [22801] UNENCRYPTED_IDENTIFIER
## [22802] UNKN_UNKN
## [22803] UNENCRYPTED_IDENTIFIER
## [22804] UNENCRYPTED_IDENTIFIER
## [22805] UNKN_UNKN
## [22806] UNENCRYPTED_IDENTIFIER
## [22807] UNENCRYPTED_IDENTIFIER
## [22808] UNENCRYPTED_IDENTIFIER
## [22809] UNKN_UNKN
## [22810] UNKN_UNKN
## [22811] UNKN_UNKN
## [22812] UNKN_UNKN
## [22813] UNKN_UNKN
## [22814] UNENCRYPTED_IDENTIFIER
## [22815] UNKN_UNKN
## [22816] UNENCRYPTED_IDENTIFIER
## [22817] UNENCRYPTED_IDENTIFIER
## [22818] UNKN_UNKN
## [22819] UNKN_UNKN
## [22820] UNKN_UNKN
## [22821] UNKN_UNKN
## [22822] UNKN_UNKN
## [22823] UNKN_UNKN
## [22824] UNKN_UNKN
## [22825] UNENCRYPTED_IDENTIFIER
## [22826] UNKN_UNKN
## [22827] UNENCRYPTED_IDENTIFIER
## [22828] UNKN_UNKN
## [22829] UNENCRYPTED_IDENTIFIER
## [22830] UNENCRYPTED_UNKN
## [22831] UNENCRYPTED_IDENTIFIER
## [22832] UNENCRYPTED_IDENTIFIER
## [22833] UNKN_UNKN
## [22834] UNKN_UNKN
## [22835] UNKN_UNKN
## [22836] UNKN_UNKN
## [22837] UNENCRYPTED_IDENTIFIER
## [22838] UNKN_UNKN
## [22839] UNENCRYPTED_IDENTIFIER
## [22840] UNENCRYPTED_IDENTIFIER
## [22841] UNENCRYPTED_IDENTIFIER
## [22842] UNKN_UNKN
## [22843] UNKN_UNKN
## [22844] UNENCRYPTED_IDENTIFIER
## [22845] UNENCRYPTED_IDENTIFIER
## [22846] UNENCRYPTED_IDENTIFIER
## [22847] UNKN_UNKN
## [22848] UNENCRYPTED_IDENTIFIER
## [22849] UNKN_UNKN
## [22850] UNENCRYPTED_IDENTIFIER
## [22851] UNKN_UNKN
## [22852] UNENCRYPTED_IDENTIFIER
## [22853] UNKN_UNKN
## [22854] UNKN_UNKN
## [22855] UNENCRYPTED_IDENTIFIER
## [22856] ENCRYPTED_SENSITIVE-LOGIN
## [22857] UNENCRYPTED_HEALTH
## [22858] UNKN_UNKN
## [22859] UNKN_UNKN
## [22860] UNKN_UNKN
## [22861] UNENCRYPTED_IDENTIFIER
## [22862] UNKN_UNKN
## [22863] UNKN_UNKN
## [22864] UNKN_UNKN
## [22865] UNKN_UNKN
## [22866] UNKN_UNKN
## [22867] UNKN_UNKN
## [22868] UNKN_UNKN
## [22869] UNENCRYPTED_IDENTIFIER
## [22870] UNENCRYPTED_IDENTIFIER
## [22871] UNENCRYPTED_IDENTIFIER
## [22872] UNKN_UNKN
## [22873] UNENCRYPTED_IDENTIFIER
## [22874] UNKN_UNKN
## [22875] UNKN_UNKN
## [22876] UNKN_UNKN
## [22877] UNKN_UNKN
## [22878] UNKN_UNKN
## [22879] UNKN_UNKN
## [22880] UNKN_UNKN
## [22881] UNENCRYPTED_IDENTIFIER
## [22882] UNENCRYPTED_IDENTIFIER
## [22883] UNENCRYPTED_IDENTIFIER
## [22884] UNENCRYPTED_IDENTIFIER
## [22885] UNENCRYPTED_IDENTIFIER
## [22886] UNKN_UNKN
## [22887] UNKN_UNKN
## [22888] UNENCRYPTED_UNKN
## [22889] UNENCRYPTED_IDENTIFIER
## [22890] UNKN_UNKN
## [22891] UNKN_UNKN
## [22892] UNKN_UNKN
## [22893] UNKN_UNKN
## [22894] UNKN_UNKN
## [22895] UNKN_UNKN
## [22896] UNKN_UNKN
## [22897] UNKN_UNKN
## [22898] UNENCRYPTED_IDENTIFIER
## [22899] UNENCRYPTED_SENSITIVE-LOGIN
## [22900] UNENCRYPTED_UNKN
## [22901] UNENCRYPTED_IDENTIFIER
## [22902] UNENCRYPTED_IDENTIFIER
## [22903] UNKN_UNKN
## [22904] UNENCRYPTED_IDENTIFIER
## [22905] UNKN_UNKN
## [22906] UNKN_UNKN
## [22907] UNKN_UNKN
## [22908] UNKN_UNKN
## [22909] UNKN_UNKN
## [22910] UNKN_UNKN
## [22911] UNENCRYPTED_IDENTIFIER
## [22912] UNENCRYPTED_IDENTIFIER
## [22913] UNENCRYPTED_IDENTIFIER
## [22914] UNENCRYPTED_HEALTH
## [22915] UNENCRYPTED_IDENTIFIER
## [22916] UNENCRYPTED_SENSITIVE-GOV
## [22917] UNENCRYPTED_IDENTIFIER
## [22918] UNKN_UNKN
## [22919] UNKN_UNKN
## [22920] UNENCRYPTED_IDENTIFIER
## [22921] UNKN_UNKN
## [22922] UNKN_UNKN
## [22923] UNENCRYPTED_IDENTIFIER
## [22924] UNENCRYPTED_IDENTIFIER
## [22925] UNENCRYPTED_IDENTIFIER
## [22926] UNKN_UNKN
## [22927] UNENCRYPTED_IDENTIFIER
## [22928] UNENCRYPTED_IDENTIFIER
## [22929] UNKN_UNKN
## [22930] UNENCRYPTED_IDENTIFIER
## [22931] UNENCRYPTED_IDENTIFIER
## [22932] UNENCRYPTED_IDENTIFIER
## [22933] UNENCRYPTED_IDENTIFIER
## [22934] UNKN_UNKN
## [22935] UNENCRYPTED_IDENTIFIER
## [22936] UNKN_UNKN
## [22937] UNENCRYPTED_IDENTIFIER
## [22938] UNENCRYPTED_IDENTIFIER
## [22939] UNKN_UNKN
## [22940] UNENCRYPTED_IDENTIFIER
## [22941] UNKN_UNKN
## [22942] ENCRYPTED_IDENTIFIER
## [22943] ENCRYPTED_IDENTIFIER
## [22944] UNENCRYPTED_IDENTIFIER
## [22945] UNKN_UNKN
## [22946] UNENCRYPTED_IDENTIFIER
## [22947] UNENCRYPTED_IDENTIFIER
## [22948] UNENCRYPTED_IDENTIFIER
## [22949] UNKN_UNKN
## [22950] UNENCRYPTED_IDENTIFIER
## [22951] UNENCRYPTED_IDENTIFIER
## [22952] UNKN_UNKN
## [22953] UNENCRYPTED_IDENTIFIER
## [22954] UNKN_UNKN
## [22955] UNKN_UNKN
## [22956] UNKN_UNKN
## [22957] UNENCRYPTED_IDENTIFIER
## [22958] UNKN_UNKN
## [22959] UNKN_UNKN
## [22960] UNKN_UNKN
## [22961] UNENCRYPTED_IDENTIFIER
## [22962] UNKN_UNKN
## [22963] UNENCRYPTED_UNKN
## [22964] UNKN_UNKN
## [22965] UNKN_UNKN
## [22966] UNENCRYPTED_IDENTIFIER
## [22967] UNENCRYPTED_IDENTIFIER
## [22968] UNENCRYPTED_IDENTIFIER
## [22969] UNENCRYPTED_IDENTIFIER
## [22970] UNENCRYPTED_IDENTIFIER
## [22971] UNENCRYPTED_IDENTIFIER
## [22972] UNKN_UNKN
## [22973] UNKN_UNKN
## [22974] UNKN_UNKN
## [22975] UNENCRYPTED_IDENTIFIER
## [22976] UNENCRYPTED_IDENTIFIER
## [22977] UNKN_UNKN
## [22978] UNKN_UNKN
## [22979] UNENCRYPTED_IDENTIFIER
## [22980] UNENCRYPTED_SENSITIVE-LOGIN
## [22981] UNKN_UNKN
## [22982] UNKN_UNKN
## [22983] UNENCRYPTED_IDENTIFIER
## [22984] UNKN_UNKN
## [22985] UNENCRYPTED_IDENTIFIER
## [22986] UNENCRYPTED_IDENTIFIER
## [22987] UNENCRYPTED_IDENTIFIER
## [22988] UNENCRYPTED_IDENTIFIER
## [22989] UNKN_UNKN
## [22990] UNKN_UNKN
## [22991] UNKN_UNKN
## [22992] UNKN_UNKN
## [22993] UNKN_UNKN
## [22994] UNENCRYPTED_IDENTIFIER
## [22995] UNKN_UNKN
## [22996] UNENCRYPTED_IDENTIFIER
## [22997] UNENCRYPTED_IDENTIFIER
## [22998] UNENCRYPTED_IDENTIFIER
## [22999] UNENCRYPTED_IDENTIFIER
## [23000] UNKN_UNKN
## [23001] UNKN_UNKN
## [23002] UNENCRYPTED_IDENTIFIER
## [23003] UNKN_UNKN
## [23004] UNKN_UNKN
## [23005] UNENCRYPTED_IDENTIFIER
## [23006] UNENCRYPTED_IDENTIFIER
## [23007] UNKN_UNKN
## [23008] UNENCRYPTED_IDENTIFIER
## [23009] UNKN_UNKN
## [23010] UNKN_UNKN
## [23011] UNENCRYPTED_IDENTIFIER
## [23012] UNKN_UNKN
## [23013] UNENCRYPTED_IDENTIFIER
## [23014] UNKN_UNKN
## [23015] UNKN_UNKN
## [23016] UNENCRYPTED_IDENTIFIER
## [23017] UNKN_UNKN
## [23018] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [23019] UNKN_UNKN
## [23020] ENCRYPTED_SENSITIVE-LOGIN
## [23021] UNENCRYPTED_IDENTIFIER
## [23022] UNKN_UNKN
## [23023] UNENCRYPTED_IDENTIFIER
## [23024] UNKN_UNKN
## [23025] UNKN_UNKN
## [23026] UNENCRYPTED_IDENTIFIER
## [23027] UNKN_UNKN
## [23028] UNKN_UNKN
## [23029] UNENCRYPTED_IDENTIFIER
## [23030] UNENCRYPTED_IDENTIFIER
## [23031] UNKN_UNKN
## [23032] UNENCRYPTED_IDENTIFIER
## [23033] UNKN_UNKN
## [23034] UNKN_UNKN
## [23035] UNENCRYPTED_IDENTIFIER
## [23036] UNKN_UNKN
## [23037] UNENCRYPTED_IDENTIFIER
## [23038] UNKN_UNKN
## [23039] UNKN_UNKN
## [23040] UNENCRYPTED_IDENTIFIER
## [23041] UNENCRYPTED_HEALTH
## [23042] UNKN_UNKN
## [23043] UNKN_UNKN
## [23044] UNENCRYPTED_IDENTIFIER
## [23045] UNKN_UNKN
## [23046] UNKN_UNKN
## [23047] UNKN_UNKN
## [23048] ENCRYPTED_IDENTIFIER
## [23049] UNKN_UNKN
## [23050] UNKN_UNKN
## [23051] UNKN_UNKN
## [23052] UNENCRYPTED_IDENTIFIER
## [23053] UNENCRYPTED_IDENTIFIER
## [23054] UNKN_UNKN
## [23055] UNENCRYPTED_IDENTIFIER
## [23056] UNENCRYPTED_IDENTIFIER
## [23057] UNKN_UNKN
## [23058] UNENCRYPTED_IDENTIFIER
## [23059] UNENCRYPTED_UNKN
## [23060] UNENCRYPTED_IDENTIFIER
## [23061] UNKN_UNKN
## [23062] UNENCRYPTED_IDENTIFIER
## [23063] UNKN_UNKN
## [23064] UNKN_UNKN
## [23065] UNENCRYPTED_IDENTIFIER
## [23066] UNENCRYPTED_IDENTIFIER
## [23067] UNENCRYPTED_IDENTIFIER
## [23068] UNKN_UNKN
## [23069] UNKN_UNKN
## [23070] UNENCRYPTED_IDENTIFIER
## [23071] UNKN_UNKN
## [23072] UNKN_UNKN
## [23073] UNENCRYPTED_IDENTIFIER
## [23074] UNENCRYPTED_IDENTIFIER
## [23075] UNENCRYPTED_IDENTIFIER
## [23076] UNENCRYPTED_IDENTIFIER
## [23077] UNKN_UNKN
## [23078] UNENCRYPTED_IDENTIFIER
## [23079] UNENCRYPTED_IDENTIFIER
## [23080] UNKN_UNKN
## [23081] UNKN_UNKN
## [23082] UNENCRYPTED_IDENTIFIER
## [23083] UNENCRYPTED_IDENTIFIER
## [23084] UNENCRYPTED_IDENTIFIER
## [23085] UNKN_UNKN
## [23086] UNKN_UNKN
## [23087] UNKN_UNKN
## [23088] UNKN_UNKN
## [23089] UNKN_UNKN
## [23090] UNENCRYPTED_IDENTIFIER
## [23091] UNENCRYPTED_IDENTIFIER
## [23092] UNENCRYPTED_IDENTIFIER
## [23093] UNKN_UNKN
## [23094] UNKN_UNKN
## [23095] UNKN_UNKN
## [23096] UNKN_UNKN
## [23097] UNENCRYPTED_IDENTIFIER
## [23098] UNENCRYPTED_IDENTIFIER
## [23099] UNENCRYPTED_IDENTIFIER
## [23100] UNENCRYPTED_IDENTIFIER
## [23101] UNENCRYPTED_IDENTIFIER
## [23102] UNENCRYPTED_IDENTIFIER
## [23103] UNENCRYPTED_IDENTIFIER
## [23104] UNKN_UNKN
## [23105] UNENCRYPTED_IDENTIFIER
## [23106] UNENCRYPTED_IDENTIFIER
## [23107] UNENCRYPTED_IDENTIFIER
## [23108] UNKN_UNKN
## [23109] UNENCRYPTED_IDENTIFIER
## [23110] UNENCRYPTED_IDENTIFIER
## [23111] UNENCRYPTED_IDENTIFIER
## [23112] UNENCRYPTED_IDENTIFIER
## [23113] UNKN_UNKN
## [23114] UNKN_UNKN
## [23115] UNKN_UNKN
## [23116] UNENCRYPTED_IDENTIFIER
## [23117] UNENCRYPTED_IDENTIFIER
## [23118] UNKN_UNKN
## [23119] UNENCRYPTED_IDENTIFIER
## [23120] UNKN_UNKN
## [23121] UNENCRYPTED_IDENTIFIER
## [23122] UNENCRYPTED_IDENTIFIER
## [23123] UNENCRYPTED_IDENTIFIER
## [23124] UNKN_UNKN
## [23125] UNKN_UNKN
## [23126] UNENCRYPTED_IDENTIFIER
## [23127] UNENCRYPTED_HEALTH
## [23128] UNKN_UNKN
## [23129] UNKN_UNKN
## [23130] UNKN_UNKN
## [23131] UNENCRYPTED_IDENTIFIER
## [23132] UNKN_UNKN
## [23133] UNENCRYPTED_IDENTIFIER
## [23134] UNKN_UNKN
## [23135] UNKN_UNKN
## [23136] UNENCRYPTED_UNKN
## [23137] UNENCRYPTED_IDENTIFIER
## [23138] UNKN_UNKN
## [23139] UNENCRYPTED_IDENTIFIER
## [23140] UNKN_UNKN
## [23141] UNKN_UNKN
## [23142] UNKN_UNKN
## [23143] UNKN_UNKN
## [23144] UNENCRYPTED_IDENTIFIER
## [23145] UNENCRYPTED_IDENTIFIER
## [23146] UNKN_UNKN
## [23147] UNKN_UNKN
## [23148] UNENCRYPTED_IDENTIFIER
## [23149] UNENCRYPTED_IDENTIFIER
## [23150] UNKN_UNKN
## [23151] UNENCRYPTED_IDENTIFIER
## [23152] UNENCRYPTED_IDENTIFIER
## [23153] UNKN_UNKN
## [23154] UNKN_UNKN
## [23155] UNKN_UNKN
## [23156] UNKN_UNKN
## [23157] UNKN_UNKN
## [23158] UNENCRYPTED_IDENTIFIER
## [23159] UNENCRYPTED_IDENTIFIER
## [23160] UNENCRYPTED_IDENTIFIER
## [23161] UNKN_UNKN
## [23162] UNKN_UNKN
## [23163] UNKN_UNKN
## [23164] UNKN_UNKN
## [23165] UNKN_UNKN
## [23166] UNKN_UNKN
## [23167] UNKN_UNKN
## [23168] UNENCRYPTED_IDENTIFIER
## [23169] UNKN_UNKN
## [23170] UNKN_UNKN
## [23171] UNENCRYPTED_UNKN
## [23172] UNKN_UNKN
## [23173] UNKN_UNKN
## [23174] UNKN_UNKN
## [23175] UNKN_UNKN
## [23176] UNKN_UNKN
## [23177] UNKN_UNKN
## [23178] UNENCRYPTED_IDENTIFIER
## [23179] UNKN_UNKN
## [23180] UNKN_UNKN
## [23181] UNENCRYPTED_IDENTIFIER
## [23182] UNENCRYPTED_IDENTIFIER
## [23183] UNENCRYPTED_HEALTH
## [23184] UNENCRYPTED_IDENTIFIER
## [23185] UNKN_UNKN
## [23186] UNENCRYPTED_IDENTIFIER
## [23187] UNENCRYPTED_IDENTIFIER
## [23188] UNKN_UNKN
## [23189] UNKN_UNKN
## [23190] UNENCRYPTED_IDENTIFIER
## [23191] UNKN_UNKN
## [23192] UNKN_UNKN
## [23193] UNENCRYPTED_IDENTIFIER
## [23194] UNENCRYPTED_IDENTIFIER
## [23195] UNKN_UNKN
## [23196] UNENCRYPTED_IDENTIFIER
## [23197] UNKN_UNKN
## [23198] UNENCRYPTED_IDENTIFIER
## [23199] UNKN_UNKN
## [23200] UNENCRYPTED_IDENTIFIER
## [23201] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [23202] UNENCRYPTED_IDENTIFIER
## [23203] UNENCRYPTED_UNKN
## [23204] UNKN_UNKN
## [23205] UNKN_UNKN
## [23206] UNENCRYPTED_IDENTIFIER
## [23207] UNKN_UNKN
## [23208] UNKN_UNKN
## [23209] UNENCRYPTED_IDENTIFIER
## [23210] UNKN_UNKN
## [23211] UNENCRYPTED_IDENTIFIER
## [23212] UNKN_UNKN
## [23213] UNKN_UNKN
## [23214] UNKN_UNKN
## [23215] UNENCRYPTED_IDENTIFIER
## [23216] UNENCRYPTED_IDENTIFIER
## [23217] UNKN_UNKN
## [23218] UNENCRYPTED_IDENTIFIER
## [23219] UNKN_UNKN
## [23220] UNKN_UNKN
## [23221] UNENCRYPTED_IDENTIFIER
## [23222] UNENCRYPTED_IDENTIFIER
## [23223] UNKN_UNKN
## [23224] UNENCRYPTED_IDENTIFIER
## [23225] UNKN_UNKN
## [23226] UNENCRYPTED_IDENTIFIER
## [23227] UNKN_UNKN
## [23228] UNENCRYPTED_IDENTIFIER
## [23229] UNKN_UNKN
## [23230] UNENCRYPTED_IDENTIFIER
## [23231] UNENCRYPTED_IDENTIFIER
## [23232] UNENCRYPTED_IDENTIFIER
## [23233] UNENCRYPTED_IDENTIFIER
## [23234] UNENCRYPTED_IDENTIFIER
## [23235] UNKN_UNKN
## [23236] UNKN_UNKN
## [23237] UNKN_UNKN
## [23238] UNKN_UNKN
## [23239] UNKN_UNKN
## [23240] UNKN_UNKN
## [23241] UNKN_UNKN
## [23242] UNKN_UNKN
## [23243] UNKN_UNKN
## [23244] UNENCRYPTED_IDENTIFIER
## [23245] UNKN_UNKN
## [23246] UNENCRYPTED_IDENTIFIER
## [23247] UNKN_UNKN
## [23248] UNENCRYPTED_IDENTIFIER
## [23249] UNKN_UNKN
## [23250] UNENCRYPTED_IDENTIFIER
## [23251] UNKN_UNKN
## [23252] UNKN_UNKN
## [23253] UNKN_UNKN
## [23254] UNKN_UNKN
## [23255] UNKN_UNKN
## [23256] UNKN_UNKN
## [23257] UNKN_UNKN
## [23258] UNKN_UNKN
## [23259] UNKN_UNKN
## [23260] UNKN_UNKN
## [23261] UNENCRYPTED_IDENTIFIER
## [23262] UNENCRYPTED_IDENTIFIER
## [23263] UNKN_UNKN
## [23264] UNENCRYPTED_IDENTIFIER
## [23265] UNENCRYPTED_IDENTIFIER
## [23266] UNKN_UNKN
## [23267] UNKN_UNKN
## [23268] UNKN_UNKN
## [23269] UNENCRYPTED_IDENTIFIER
## [23270] UNENCRYPTED_IDENTIFIER
## [23271] UNENCRYPTED_IDENTIFIER
## [23272] UNENCRYPTED_UNKN
## [23273] UNKN_UNKN
## [23274] UNKN_UNKN
## [23275] UNENCRYPTED_IDENTIFIER
## [23276] UNKN_UNKN
## [23277] UNKN_UNKN
## [23278] UNKN_UNKN
## [23279] UNENCRYPTED_UNKN
## [23280] UNKN_UNKN
## [23281] UNENCRYPTED_IDENTIFIER
## [23282] UNENCRYPTED_HEALTH
## [23283] UNENCRYPTED_IDENTIFIER
## [23284] UNKN_UNKN
## [23285] UNKN_UNKN
## [23286] UNENCRYPTED_IDENTIFIER
## [23287] UNKN_UNKN
## [23288] UNKN_UNKN
## [23289] UNKN_UNKN
## [23290] UNKN_UNKN
## [23291] UNENCRYPTED_IDENTIFIER
## [23292] UNENCRYPTED_IDENTIFIER
## [23293] UNKN_UNKN
## [23294] UNENCRYPTED_IDENTIFIER
## [23295] UNENCRYPTED_IDENTIFIER
## [23296] UNKN_UNKN
## [23297] UNENCRYPTED_IDENTIFIER
## [23298] UNKN_UNKN
## [23299] UNENCRYPTED_IDENTIFIER
## [23300] UNKN_UNKN
## [23301] UNKN_UNKN
## [23302] UNENCRYPTED_IDENTIFIER
## [23303] UNENCRYPTED_IDENTIFIER
## [23304] UNENCRYPTED_IDENTIFIER
## [23305] UNKN_UNKN
## [23306] UNENCRYPTED_IDENTIFIER
## [23307] UNKN_UNKN
## [23308] UNKN_UNKN
## [23309] UNKN_UNKN
## [23310] UNKN_UNKN
## [23311] UNKN_UNKN
## [23312] UNKN_UNKN
## [23313] UNENCRYPTED_UNKN
## [23314] UNENCRYPTED_IDENTIFIER
## [23315] UNKN_UNKN
## [23316] UNKN_UNKN
## [23317] UNENCRYPTED_IDENTIFIER
## [23318] UNENCRYPTED_IDENTIFIER
## [23319] UNKN_UNKN
## [23320] UNKN_UNKN
## [23321] UNKN_UNKN
## [23322] UNKN_UNKN
## [23323] UNKN_UNKN
## [23324] UNENCRYPTED_IDENTIFIER
## [23325] UNENCRYPTED_IDENTIFIER
## [23326] UNKN_UNKN
## [23327] UNKN_UNKN
## [23328] UNENCRYPTED_IDENTIFIER
## [23329] UNENCRYPTED_IDENTIFIER
## [23330] UNENCRYPTED_IDENTIFIER
## [23331] UNENCRYPTED_IDENTIFIER
## [23332] UNKN_UNKN
## [23333] UNKN_UNKN
## [23334] UNKN_UNKN
## [23335] UNKN_UNKN
## [23336] UNENCRYPTED_IDENTIFIER
## [23337] UNKN_UNKN
## [23338] UNENCRYPTED_IDENTIFIER
## [23339] UNENCRYPTED_IDENTIFIER
## [23340] UNENCRYPTED_HEALTH
## [23341] UNKN_UNKN
## [23342] UNKN_UNKN
## [23343] UNENCRYPTED_UNKN
## [23344] UNENCRYPTED_IDENTIFIER
## [23345] UNKN_UNKN
## [23346] UNENCRYPTED_IDENTIFIER
## [23347] UNENCRYPTED_IDENTIFIER
## [23348] UNKN_UNKN
## [23349] UNKN_UNKN
## [23350] UNENCRYPTED_IDENTIFIER
## [23351] UNENCRYPTED_IDENTIFIER
## [23352] UNKN_UNKN
## [23353] UNKN_UNKN
## [23354] UNENCRYPTED_IDENTIFIER
## [23355] UNKN_UNKN
## [23356] UNKN_UNKN
## [23357] UNENCRYPTED_IDENTIFIER
## [23358] UNENCRYPTED_IDENTIFIER
## [23359] UNKN_UNKN
## [23360] UNKN_UNKN
## [23361] UNKN_UNKN
## [23362] UNENCRYPTED_IDENTIFIER
## [23363] UNKN_UNKN
## [23364] UNENCRYPTED_IDENTIFIER
## [23365] UNKN_UNKN
## [23366] UNENCRYPTED_IDENTIFIER
## [23367] UNKN_UNKN
## [23368] UNENCRYPTED_IDENTIFIER
## [23369] UNKN_UNKN
## [23370] UNKN_UNKN
## [23371] UNKN_UNKN
## [23372] UNKN_UNKN
## [23373] UNENCRYPTED_SENSITIVE-LOGIN
## [23374] UNKN_UNKN
## [23375] UNKN_UNKN
## [23376] UNKN_UNKN
## [23377] UNKN_UNKN
## [23378] UNENCRYPTED_IDENTIFIER
## [23379] UNKN_UNKN
## [23380] UNENCRYPTED_IDENTIFIER
## [23381] UNENCRYPTED_IDENTIFIER
## [23382] UNKN_UNKN
## [23383] UNENCRYPTED_IDENTIFIER
## [23384] UNENCRYPTED_IDENTIFIER
## [23385] UNKN_UNKN
## [23386] UNENCRYPTED_IDENTIFIER
## [23387] UNENCRYPTED_HEALTH
## [23388] UNKN_UNKN
## [23389] UNENCRYPTED_UNKN
## [23390] UNKN_UNKN
## [23391] UNKN_UNKN
## [23392] UNENCRYPTED_IDENTIFIER
## [23393] UNENCRYPTED_IDENTIFIER
## [23394] UNENCRYPTED_IDENTIFIER
## [23395] UNKN_UNKN
## [23396] UNKN_UNKN
## [23397] UNENCRYPTED_IDENTIFIER
## [23398] UNENCRYPTED_IDENTIFIER
## [23399] UNKN_UNKN
## [23400] UNENCRYPTED_IDENTIFIER
## [23401] UNENCRYPTED_IDENTIFIER
## [23402] UNKN_UNKN
## [23403] UNENCRYPTED_IDENTIFIER
## [23404] UNKN_UNKN
## [23405] UNKN_UNKN
## [23406] UNKN_UNKN
## [23407] UNENCRYPTED_IDENTIFIER
## [23408] UNKN_UNKN
## [23409] UNENCRYPTED_SENSITIVE-LOGIN
## [23410] UNENCRYPTED_IDENTIFIER
## [23411] UNKN_UNKN
## [23412] UNKN_UNKN
## [23413] UNENCRYPTED_IDENTIFIER
## [23414] UNKN_UNKN
## [23415] UNKN_UNKN
## [23416] UNKN_UNKN
## [23417] UNENCRYPTED_IDENTIFIER
## [23418] UNKN_UNKN
## [23419] UNKN_UNKN
## [23420] UNKN_UNKN
## [23421] UNKN_UNKN
## [23422] UNKN_UNKN
## [23423] UNKN_UNKN
## [23424] UNENCRYPTED_IDENTIFIER
## [23425] UNENCRYPTED_UNKN
## [23426] UNENCRYPTED_IDENTIFIER
## [23427] UNKN_UNKN
## [23428] UNKN_UNKN
## [23429] UNKN_UNKN
## [23430] UNENCRYPTED_IDENTIFIER
## [23431] UNENCRYPTED_IDENTIFIER
## [23432] UNENCRYPTED_IDENTIFIER
## [23433] UNKN_UNKN
## [23434] UNKN_UNKN
## [23435] UNKN_UNKN
## [23436] UNKN_UNKN
## [23437] UNKN_UNKN
## [23438] UNKN_UNKN
## [23439] UNKN_UNKN
## [23440] UNENCRYPTED_IDENTIFIER
## [23441] UNKN_UNKN
## [23442] UNKN_UNKN
## [23443] UNKN_UNKN
## [23444] UNENCRYPTED_IDENTIFIER
## [23445] UNKN_UNKN
## [23446] UNKN_UNKN
## [23447] UNKN_UNKN
## [23448] UNKN_UNKN
## [23449] UNKN_UNKN
## [23450] UNKN_UNKN
## [23451] UNENCRYPTED_IDENTIFIER
## [23452] UNKN_UNKN
## [23453] UNKN_UNKN
## [23454] UNKN_UNKN
## [23455] UNENCRYPTED_IDENTIFIER
## [23456] UNKN_UNKN
## [23457] UNENCRYPTED_IDENTIFIER
## [23458] UNENCRYPTED_HEALTH
## [23459] UNENCRYPTED_IDENTIFIER
## [23460] UNKN_UNKN
## [23461] UNKN_UNKN
## [23462] UNENCRYPTED_IDENTIFIER
## [23463] UNKN_UNKN
## [23464] UNKN_UNKN
## [23465] UNENCRYPTED_IDENTIFIER
## [23466] UNKN_UNKN
## [23467] UNKN_UNKN
## [23468] UNKN_UNKN
## [23469] UNKN_UNKN
## [23470] UNKN_UNKN
## [23471] UNENCRYPTED_IDENTIFIER
## [23472] UNKN_UNKN
## [23473] UNKN_UNKN
## [23474] UNENCRYPTED_IDENTIFIER
## [23475] UNKN_UNKN
## [23476] UNKN_UNKN
## [23477] UNKN_UNKN
## [23478] UNKN_UNKN
## [23479] UNENCRYPTED_IDENTIFIER
## [23480] UNENCRYPTED_IDENTIFIER
## [23481] UNKN_UNKN
## [23482] UNKN_UNKN
## [23483] UNENCRYPTED_IDENTIFIER
## [23484] UNENCRYPTED_IDENTIFIER
## [23485] UNKN_UNKN
## [23486] UNENCRYPTED_IDENTIFIER
## [23487] UNENCRYPTED_IDENTIFIER
## [23488] UNENCRYPTED_IDENTIFIER
## [23489] UNENCRYPTED_IDENTIFIER
## [23490] UNENCRYPTED_IDENTIFIER
## [23491] UNKN_UNKN
## [23492] UNKN_UNKN
## [23493] UNENCRYPTED_HEALTH
## [23494] UNENCRYPTED_IDENTIFIER
## [23495] UNENCRYPTED_IDENTIFIER
## [23496] UNKN_UNKN
## [23497] UNENCRYPTED_IDENTIFIER
## [23498] UNENCRYPTED_IDENTIFIER
## [23499] UNENCRYPTED_SENSITIVE-LOGIN
## [23500] UNKN_UNKN
## [23501] UNENCRYPTED_HEALTH
## [23502] UNENCRYPTED_IDENTIFIER
## [23503] UNKN_UNKN
## [23504] UNENCRYPTED_IDENTIFIER
## [23505] UNKN_UNKN
## [23506] UNENCRYPTED_IDENTIFIER
## [23507] UNENCRYPTED_IDENTIFIER
## [23508] UNENCRYPTED_IDENTIFIER
## [23509] UNKN_UNKN
## [23510] UNENCRYPTED_IDENTIFIER
## [23511] UNENCRYPTED_IDENTIFIER
## [23512] UNKN_UNKN
## [23513] UNKN_UNKN
## [23514] UNKN_UNKN
## [23515] UNENCRYPTED_IDENTIFIER
## [23516] UNKN_UNKN
## [23517] UNKN_UNKN
## [23518] UNENCRYPTED_IDENTIFIER
## [23519] UNKN_UNKN
## [23520] UNENCRYPTED_IDENTIFIER
## [23521] UNENCRYPTED_IDENTIFIER
## [23522] UNKN_UNKN
## [23523] UNKN_UNKN
## [23524] UNENCRYPTED_IDENTIFIER
## [23525] UNKN_UNKN
## [23526] UNENCRYPTED_IDENTIFIER
## [23527] UNKN_UNKN
## [23528] UNKN_UNKN
## [23529] UNKN_UNKN
## [23530] UNKN_UNKN
## [23531] UNKN_UNKN
## [23532] UNKN_UNKN
## [23533] UNKN_UNKN
## [23534] UNKN_UNKN
## [23535] UNENCRYPTED_IDENTIFIER
## [23536] UNENCRYPTED_IDENTIFIER
## [23537] UNENCRYPTED_IDENTIFIER
## [23538] UNENCRYPTED_IDENTIFIER
## [23539] UNKN_UNKN
## [23540] UNKN_UNKN
## [23541] UNKN_UNKN
## [23542] UNENCRYPTED_UNKN
## [23543] UNENCRYPTED_IDENTIFIER
## [23544] UNENCRYPTED_IDENTIFIER
## [23545] UNENCRYPTED_IDENTIFIER
## [23546] UNKN_UNKN
## [23547] UNKN_UNKN
## [23548] UNENCRYPTED_IDENTIFIER
## [23549] UNENCRYPTED_IDENTIFIER
## [23550] UNKN_UNKN
## [23551] UNENCRYPTED_IDENTIFIER
## [23552] UNENCRYPTED_IDENTIFIER
## [23553] UNENCRYPTED_IDENTIFIER
## [23554] UNENCRYPTED_SENSITIVE-LOGIN
## [23555] UNENCRYPTED_IDENTIFIER
## [23556] UNENCRYPTED_IDENTIFIER
## [23557] UNKN_UNKN
## [23558] UNKN_UNKN
## [23559] UNENCRYPTED_IDENTIFIER
## [23560] UNKN_UNKN
## [23561] UNENCRYPTED_IDENTIFIER
## [23562] UNKN_UNKN
## [23563] UNKN_UNKN
## [23564] UNKN_UNKN
## [23565] UNKN_UNKN
## [23566] UNENCRYPTED_IDENTIFIER
## [23567] UNENCRYPTED_IDENTIFIER
## [23568] UNKN_UNKN
## [23569] UNKN_UNKN
## [23570] UNKN_UNKN
## [23571] UNKN_UNKN
## [23572] UNENCRYPTED_IDENTIFIER
## [23573] UNENCRYPTED_IDENTIFIER
## [23574] UNENCRYPTED_IDENTIFIER
## [23575] UNKN_UNKN
## [23576] UNKN_UNKN
## [23577] UNKN_UNKN
## [23578] UNENCRYPTED_HEALTH
## [23579] UNKN_UNKN
## [23580] UNENCRYPTED_IDENTIFIER
## [23581] UNENCRYPTED_IDENTIFIER
## [23582] UNKN_UNKN
## [23583] UNENCRYPTED_IDENTIFIER
## [23584] UNKN_UNKN
## [23585] UNKN_UNKN
## [23586] UNENCRYPTED_IDENTIFIER
## [23587] UNENCRYPTED_IDENTIFIER
## [23588] UNKN_UNKN
## [23589] UNKN_UNKN
## [23590] UNENCRYPTED_IDENTIFIER
## [23591] UNENCRYPTED_IDENTIFIER
## [23592] UNKN_UNKN
## [23593] UNKN_UNKN
## [23594] UNKN_UNKN
## [23595] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [23596] UNENCRYPTED_IDENTIFIER
## [23597] UNENCRYPTED_IDENTIFIER
## [23598] UNENCRYPTED_UNKN
## [23599] UNKN_UNKN
## [23600] UNENCRYPTED_IDENTIFIER
## [23601] UNKN_UNKN
## [23602] UNENCRYPTED_IDENTIFIER
## [23603] UNENCRYPTED_IDENTIFIER
## [23604] UNKN_UNKN
## [23605] UNKN_UNKN
## [23606] UNKN_UNKN
## [23607] UNKN_UNKN
## [23608] UNENCRYPTED_IDENTIFIER
## [23609] UNENCRYPTED_IDENTIFIER
## [23610] UNENCRYPTED_IDENTIFIER
## [23611] UNENCRYPTED_IDENTIFIER
## [23612] UNKN_UNKN
## [23613] UNKN_UNKN
## [23614] UNENCRYPTED_SENSITIVE-LOGIN
## [23615] UNKN_UNKN
## [23616] UNKN_UNKN
## [23617] UNKN_UNKN
## [23618] UNENCRYPTED_IDENTIFIER
## [23619] UNKN_UNKN
## [23620] UNENCRYPTED_IDENTIFIER
## [23621] UNENCRYPTED_IDENTIFIER
## [23622] UNKN_UNKN
## [23623] UNKN_UNKN
## [23624] UNKN_UNKN
## [23625] UNENCRYPTED_IDENTIFIER
## [23626] UNENCRYPTED_IDENTIFIER
## [23627] UNKN_UNKN
## [23628] UNENCRYPTED_IDENTIFIER
## [23629] UNKN_UNKN
## [23630] UNKN_UNKN
## [23631] UNKN_UNKN
## [23632] UNKN_UNKN
## [23633] UNKN_UNKN
## [23634] UNKN_UNKN
## [23635] UNENCRYPTED_IDENTIFIER
## [23636] UNKN_UNKN
## [23637] UNENCRYPTED_HEALTH
## [23638] UNENCRYPTED_IDENTIFIER
## [23639] UNENCRYPTED_IDENTIFIER
## [23640] UNKN_UNKN
## [23641] UNENCRYPTED_IDENTIFIER
## [23642] UNKN_UNKN
## [23643] UNENCRYPTED_SENSITIVE-GOV
## [23644] UNENCRYPTED_IDENTIFIER
## [23645] UNENCRYPTED_IDENTIFIER
## [23646] UNENCRYPTED_IDENTIFIER
## [23647] UNENCRYPTED_IDENTIFIER
## [23648] UNENCRYPTED_IDENTIFIER
## [23649] UNENCRYPTED_IDENTIFIER
## [23650] UNKN_UNKN
## [23651] UNKN_UNKN
## [23652] UNKN_UNKN
## [23653] UNENCRYPTED_IDENTIFIER
## [23654] UNENCRYPTED_IDENTIFIER
## [23655] UNKN_UNKN
## [23656] UNENCRYPTED_IDENTIFIER
## [23657] UNKN_UNKN
## [23658] UNENCRYPTED_IDENTIFIER
## [23659] UNKN_UNKN
## [23660] UNKN_UNKN
## [23661] UNKN_UNKN
## [23662] UNENCRYPTED_IDENTIFIER
## [23663] UNENCRYPTED_IDENTIFIER
## [23664] UNENCRYPTED_IDENTIFIER
## [23665] UNENCRYPTED_IDENTIFIER
## [23666] UNENCRYPTED_IDENTIFIER
## [23667] UNKN_UNKN
## [23668] UNKN_UNKN
## [23669] UNENCRYPTED_IDENTIFIER
## [23670] UNKN_UNKN
## [23671] UNKN_UNKN
## [23672] UNKN_UNKN
## [23673] UNENCRYPTED_IDENTIFIER
## [23674] UNENCRYPTED_IDENTIFIER
## [23675] UNKN_UNKN
## [23676] UNKN_UNKN
## [23677] UNENCRYPTED_IDENTIFIER
## [23678] UNKN_UNKN
## [23679] UNKN_UNKN
## [23680] UNENCRYPTED_IDENTIFIER
## [23681] UNKN_UNKN
## [23682] UNKN_UNKN
## [23683] UNKN_UNKN
## [23684] UNENCRYPTED_IDENTIFIER
## [23685] UNENCRYPTED_IDENTIFIER
## [23686] UNKN_UNKN
## [23687] UNKN_UNKN
## [23688] UNKN_UNKN
## [23689] UNENCRYPTED_IDENTIFIER
## [23690] UNKN_UNKN
## [23691] UNKN_UNKN
## [23692] UNKN_UNKN
## [23693] UNENCRYPTED_IDENTIFIER
## [23694] UNENCRYPTED_IDENTIFIER
## [23695] UNENCRYPTED_IDENTIFIER
## [23696] UNKN_UNKN
## [23697] UNENCRYPTED_IDENTIFIER
## [23698] UNKN_UNKN
## [23699] UNKN_UNKN
## [23700] UNENCRYPTED_IDENTIFIER
## [23701] UNENCRYPTED_IDENTIFIER
## [23702] UNENCRYPTED_IDENTIFIER
## [23703] UNKN_UNKN
## [23704] UNENCRYPTED_IDENTIFIER
## [23705] UNENCRYPTED_IDENTIFIER
## [23706] UNENCRYPTED_IDENTIFIER
## [23707] UNKN_UNKN
## [23708] UNENCRYPTED_IDENTIFIER
## [23709] UNENCRYPTED_IDENTIFIER
## [23710] UNKN_UNKN
## [23711] UNKN_UNKN
## [23712] UNENCRYPTED_IDENTIFIER
## [23713] UNENCRYPTED_IDENTIFIER
## [23714] UNENCRYPTED_UNKN
## [23715] UNENCRYPTED_IDENTIFIER
## [23716] UNKN_UNKN
## [23717] UNKN_UNKN
## [23718] UNENCRYPTED_UNKN
## [23719] UNENCRYPTED_IDENTIFIER
## [23720] UNKN_UNKN
## [23721] UNKN_UNKN
## [23722] UNENCRYPTED_IDENTIFIER
## [23723] UNENCRYPTED_IDENTIFIER
## [23724] UNENCRYPTED_IDENTIFIER
## [23725] UNKN_UNKN
## [23726] UNKN_UNKN
## [23727] UNKN_UNKN
## [23728] UNENCRYPTED_IDENTIFIER
## [23729] UNKN_UNKN
## [23730] UNKN_UNKN
## [23731] UNENCRYPTED_IDENTIFIER
## [23732] UNENCRYPTED_IDENTIFIER
## [23733] UNKN_UNKN
## [23734] UNKN_UNKN
## [23735] UNENCRYPTED_IDENTIFIER
## [23736] UNENCRYPTED_IDENTIFIER
## [23737] UNENCRYPTED_IDENTIFIER
## [23738] UNKN_UNKN
## [23739] UNKN_UNKN
## [23740] UNENCRYPTED_IDENTIFIER
## [23741] UNENCRYPTED_IDENTIFIER
## [23742] UNENCRYPTED_IDENTIFIER
## [23743] UNENCRYPTED_IDENTIFIER
## [23744] UNKN_UNKN
## [23745] UNENCRYPTED_IDENTIFIER
## [23746] UNKN_UNKN
## [23747] UNKN_UNKN
## [23748] UNKN_UNKN
## [23749] UNKN_UNKN
## [23750] UNKN_UNKN
## [23751] UNENCRYPTED_IDENTIFIER
## [23752] UNENCRYPTED_IDENTIFIER
## [23753] UNENCRYPTED_IDENTIFIER
## [23754] UNENCRYPTED_UNKN
## [23755] UNKN_UNKN
## [23756] UNKN_UNKN
## [23757] UNENCRYPTED_HEALTH
## [23758] UNENCRYPTED_IDENTIFIER
## [23759] UNKN_UNKN
## [23760] UNENCRYPTED_SENSITIVE-LOGIN
## [23761] UNKN_UNKN
## [23762] UNENCRYPTED_IDENTIFIER
## [23763] UNKN_UNKN
## [23764] UNKN_UNKN
## [23765] UNKN_UNKN
## [23766] UNENCRYPTED_SENSITIVE-GOV
## [23767] UNENCRYPTED_SENSITIVE-GOV
## [23768] UNENCRYPTED_IDENTIFIER
## [23769] UNENCRYPTED_IDENTIFIER
## [23770] UNKN_UNKN
## [23771] UNENCRYPTED_IDENTIFIER
## [23772] UNKN_UNKN
## [23773] UNKN_UNKN
## [23774] UNKN_UNKN
## [23775] UNKN_UNKN
## [23776] UNENCRYPTED_IDENTIFIER
## [23777] UNKN_UNKN
## [23778] UNENCRYPTED_IDENTIFIER
## [23779] UNENCRYPTED_IDENTIFIER
## [23780] UNKN_UNKN
## [23781] UNKN_UNKN
## [23782] UNKN_UNKN
## [23783] UNKN_UNKN
## [23784] UNENCRYPTED_UNKN
## [23785] UNKN_UNKN
## [23786] UNENCRYPTED_HEALTH
## [23787] UNENCRYPTED_IDENTIFIER
## [23788] UNENCRYPTED_IDENTIFIER
## [23789] UNENCRYPTED_IDENTIFIER
## [23790] UNENCRYPTED_IDENTIFIER
## [23791] UNENCRYPTED_UNKN
## [23792] UNKN_UNKN
## [23793] UNENCRYPTED_IDENTIFIER
## [23794] UNENCRYPTED_IDENTIFIER
## [23795] UNKN_UNKN
## [23796] UNKN_UNKN
## [23797] UNENCRYPTED_IDENTIFIER
## [23798] UNKN_UNKN
## [23799] UNKN_UNKN
## [23800] UNKN_UNKN
## [23801] UNENCRYPTED_IDENTIFIER
## [23802] UNKN_UNKN
## [23803] UNENCRYPTED_IDENTIFIER
## [23804] UNENCRYPTED_IDENTIFIER
## [23805] UNENCRYPTED_HEALTH
## [23806] UNKN_UNKN
## [23807] UNENCRYPTED_IDENTIFIER
## [23808] UNENCRYPTED_IDENTIFIER
## [23809] UNENCRYPTED_IDENTIFIER
## [23810] UNENCRYPTED_IDENTIFIER
## [23811] UNKN_UNKN
## [23812] UNKN_UNKN
## [23813] UNKN_UNKN
## [23814] UNKN_UNKN
## [23815] UNENCRYPTED_IDENTIFIER
## [23816] UNKN_UNKN
## [23817] UNKN_UNKN
## [23818] UNENCRYPTED_IDENTIFIER
## [23819] UNKN_UNKN
## [23820] UNENCRYPTED_IDENTIFIER
## [23821] UNKN_UNKN
## [23822] UNENCRYPTED_IDENTIFIER
## [23823] UNENCRYPTED_IDENTIFIER
## [23824] UNENCRYPTED_IDENTIFIER
## [23825] UNKN_UNKN
## [23826] UNKN_UNKN
## [23827] UNKN_UNKN
## [23828] UNKN_UNKN
## [23829] UNENCRYPTED_IDENTIFIER
## [23830] UNKN_UNKN
## [23831] UNKN_UNKN
## [23832] UNENCRYPTED_IDENTIFIER
## [23833] UNKN_UNKN
## [23834] UNENCRYPTED_IDENTIFIER
## [23835] UNKN_UNKN
## [23836] UNENCRYPTED_IDENTIFIER
## [23837] UNKN_UNKN
## [23838] UNKN_UNKN
## [23839] UNKN_UNKN
## [23840] UNENCRYPTED_IDENTIFIER
## [23841] UNKN_UNKN
## [23842] UNENCRYPTED_IDENTIFIER
## [23843] UNKN_UNKN
## [23844] UNKN_UNKN
## [23845] UNENCRYPTED_HEALTH
## [23846] UNKN_UNKN
## [23847] UNENCRYPTED_IDENTIFIER
## [23848] UNENCRYPTED_IDENTIFIER
## [23849] UNKN_UNKN
## [23850] UNKN_UNKN
## [23851] UNENCRYPTED_IDENTIFIER
## [23852] UNKN_UNKN
## [23853] UNKN_UNKN
## [23854] UNKN_UNKN
## [23855] UNENCRYPTED_IDENTIFIER
## [23856] UNENCRYPTED_IDENTIFIER
## [23857] UNKN_UNKN
## [23858] UNKN_UNKN
## [23859] UNENCRYPTED_IDENTIFIER
## [23860] UNENCRYPTED_IDENTIFIER
## [23861] UNKN_UNKN
## [23862] UNKN_UNKN
## [23863] UNKN_UNKN
## [23864] UNENCRYPTED_HEALTH
## [23865] UNENCRYPTED_IDENTIFIER
## [23866] UNENCRYPTED_IDENTIFIER
## [23867] UNENCRYPTED_IDENTIFIER
## [23868] UNENCRYPTED_UNKN
## [23869] UNKN_UNKN
## [23870] UNENCRYPTED_IDENTIFIER
## [23871] UNKN_UNKN
## [23872] UNKN_UNKN
## [23873] UNKN_UNKN
## [23874] UNENCRYPTED_IDENTIFIER
## [23875] UNKN_UNKN
## [23876] UNENCRYPTED_HEALTH
## [23877] UNENCRYPTED_IDENTIFIER
## [23878] UNKN_UNKN
## [23879] UNKN_UNKN
## [23880] UNKN_UNKN
## [23881] UNENCRYPTED_IDENTIFIER
## [23882] UNENCRYPTED_IDENTIFIER
## [23883] UNKN_UNKN
## [23884] UNENCRYPTED_IDENTIFIER
## [23885] UNKN_UNKN
## [23886] UNKN_UNKN
## [23887] UNENCRYPTED_IDENTIFIER
## [23888] UNENCRYPTED_IDENTIFIER
## [23889] UNKN_UNKN
## [23890] UNKN_UNKN
## [23891] UNENCRYPTED_IDENTIFIER
## [23892] UNKN_UNKN
## [23893] UNKN_UNKN
## [23894] UNENCRYPTED_IDENTIFIER
## [23895] UNKN_UNKN
## [23896] UNKN_UNKN
## [23897] UNENCRYPTED_IDENTIFIER
## [23898] UNKN_UNKN
## [23899] UNENCRYPTED_IDENTIFIER
## [23900] UNKN_UNKN
## [23901] UNKN_UNKN
## [23902] UNENCRYPTED_UNKN
## [23903] UNENCRYPTED_IDENTIFIER
## [23904] UNKN_UNKN
## [23905] UNENCRYPTED_UNKN
## [23906] UNENCRYPTED_HEALTH
## [23907] UNKN_UNKN
## [23908] UNENCRYPTED_IDENTIFIER
## [23909] UNENCRYPTED_IDENTIFIER
## [23910] UNENCRYPTED_UNKN
## [23911] UNENCRYPTED_HEALTH
## [23912] UNENCRYPTED_IDENTIFIER
## [23913] UNKN_UNKN
## [23914] UNKN_UNKN
## [23915] UNENCRYPTED_IDENTIFIER
## [23916] UNKN_UNKN
## [23917] UNKN_UNKN
## [23918] UNKN_UNKN
## [23919] UNKN_UNKN
## [23920] UNKN_UNKN
## [23921] UNKN_UNKN
## [23922] UNENCRYPTED_SENSITIVE-LOGIN
## [23923] UNENCRYPTED_HEALTH
## [23924] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [23925] UNKN_UNKN
## [23926] UNENCRYPTED_IDENTIFIER
## [23927] UNKN_UNKN
## [23928] UNKN_UNKN
## [23929] UNKN_UNKN
## [23930] UNKN_UNKN
## [23931] UNKN_UNKN
## [23932] UNENCRYPTED_IDENTIFIER
## [23933] UNENCRYPTED_IDENTIFIER
## [23934] UNKN_UNKN
## [23935] UNENCRYPTED_IDENTIFIER
## [23936] UNKN_UNKN
## [23937] UNENCRYPTED_IDENTIFIER
## [23938] UNENCRYPTED_IDENTIFIER
## [23939] UNKN_UNKN
## [23940] UNKN_UNKN
## [23941] UNKN_UNKN
## [23942] UNENCRYPTED_IDENTIFIER
## [23943] UNKN_UNKN
## [23944] UNENCRYPTED_IDENTIFIER
## [23945] UNENCRYPTED_IDENTIFIER
## [23946] UNENCRYPTED_IDENTIFIER
## [23947] UNKN_UNKN
## [23948] UNKN_UNKN
## [23949] UNENCRYPTED_IDENTIFIER
## [23950] UNKN_UNKN
## [23951] UNKN_UNKN
## [23952] UNKN_UNKN
## [23953] UNKN_UNKN
## [23954] UNENCRYPTED_IDENTIFIER
## [23955] UNENCRYPTED_HEALTH
## [23956] UNENCRYPTED_IDENTIFIER
## [23957] UNENCRYPTED_HEALTH
## [23958] UNENCRYPTED_IDENTIFIER
## [23959] UNENCRYPTED_IDENTIFIER
## [23960] UNENCRYPTED_IDENTIFIER
## [23961] UNENCRYPTED_UNKN
## [23962] UNKN_UNKN
## [23963] UNKN_UNKN
## [23964] UNENCRYPTED_UNKN
## [23965] UNKN_UNKN
## [23966] UNENCRYPTED_IDENTIFIER
## [23967] UNKN_UNKN
## [23968] UNKN_UNKN
## [23969] UNKN_UNKN
## [23970] UNENCRYPTED_UNKN
## [23971] UNKN_UNKN
## [23972] UNENCRYPTED_IDENTIFIER
## [23973] UNKN_UNKN
## [23974] UNENCRYPTED_IDENTIFIER
## [23975] UNKN_UNKN
## [23976] UNKN_UNKN
## [23977] UNKN_UNKN
## [23978] UNENCRYPTED_IDENTIFIER
## [23979] UNENCRYPTED_IDENTIFIER
## [23980] UNKN_UNKN
## [23981] UNKN_UNKN
## [23982] UNKN_UNKN
## [23983] UNENCRYPTED_IDENTIFIER
## [23984] UNKN_UNKN
## [23985] UNENCRYPTED_IDENTIFIER
## [23986] UNKN_UNKN
## [23987] UNKN_UNKN
## [23988] UNENCRYPTED_IDENTIFIER
## [23989] UNKN_UNKN
## [23990] UNENCRYPTED_IDENTIFIER
## [23991] UNKN_UNKN
## [23992] UNENCRYPTED_IDENTIFIER
## [23993] UNKN_UNKN
## [23994] UNKN_UNKN
## [23995] UNKN_UNKN
## [23996] UNENCRYPTED_IDENTIFIER
## [23997] UNENCRYPTED_IDENTIFIER
## [23998] UNKN_UNKN
## [23999] UNKN_UNKN
## [24000] UNKN_UNKN
## [24001] UNKN_UNKN
## [24002] UNENCRYPTED_IDENTIFIER
## [24003] UNENCRYPTED_IDENTIFIER
## [24004] UNENCRYPTED_IDENTIFIER
## [24005] UNKN_UNKN
## [24006] UNKN_UNKN
## [24007] UNENCRYPTED_IDENTIFIER
## [24008] UNKN_UNKN
## [24009] UNKN_UNKN
## [24010] UNENCRYPTED_IDENTIFIER
## [24011] UNENCRYPTED_IDENTIFIER
## [24012] UNKN_UNKN
## [24013] UNKN_UNKN
## [24014] UNKN_UNKN
## [24015] UNKN_UNKN
## [24016] UNENCRYPTED_IDENTIFIER
## [24017] UNKN_UNKN
## [24018] UNKN_UNKN
## [24019] UNENCRYPTED_IDENTIFIER
## [24020] UNENCRYPTED_IDENTIFIER
## [24021] UNKN_UNKN
## [24022] UNKN_UNKN
## [24023] UNKN_UNKN
## [24024] UNKN_UNKN
## [24025] UNKN_UNKN
## [24026] UNKN_UNKN
## [24027] UNKN_UNKN
## [24028] UNENCRYPTED_IDENTIFIER
## [24029] UNENCRYPTED_IDENTIFIER
## [24030] UNKN_UNKN
## [24031] UNENCRYPTED_IDENTIFIER
## [24032] UNENCRYPTED_IDENTIFIER
## [24033] UNKN_UNKN
## [24034] UNKN_UNKN
## [24035] UNKN_UNKN
## [24036] UNENCRYPTED_IDENTIFIER
## [24037] UNENCRYPTED_IDENTIFIER
## [24038] UNENCRYPTED_IDENTIFIER
## [24039] UNKN_UNKN
## [24040] UNKN_UNKN
## [24041] UNENCRYPTED_IDENTIFIER
## [24042] UNENCRYPTED_IDENTIFIER
## [24043] UNENCRYPTED_IDENTIFIER
## [24044] UNKN_UNKN
## [24045] UNENCRYPTED_IDENTIFIER
## [24046] UNKN_UNKN
## [24047] UNENCRYPTED_IDENTIFIER
## [24048] UNENCRYPTED_IDENTIFIER
## [24049] UNENCRYPTED_IDENTIFIER
## [24050] UNKN_UNKN
## [24051] UNENCRYPTED_IDENTIFIER
## [24052] UNENCRYPTED_IDENTIFIER
## [24053] UNKN_UNKN
## [24054] UNENCRYPTED_IDENTIFIER
## [24055] UNENCRYPTED_IDENTIFIER
## [24056] UNKN_UNKN
## [24057] UNENCRYPTED_IDENTIFIER
## [24058] UNKN_UNKN
## [24059] UNKN_UNKN
## [24060] UNENCRYPTED_IDENTIFIER
## [24061] UNENCRYPTED_IDENTIFIER
## [24062] UNKN_UNKN
## [24063] UNENCRYPTED_IDENTIFIER
## [24064] UNENCRYPTED_IDENTIFIER
## [24065] UNENCRYPTED_IDENTIFIER
## [24066] UNKN_UNKN
## [24067] UNKN_UNKN
## [24068] UNKN_UNKN
## [24069] UNKN_UNKN
## [24070] UNENCRYPTED_IDENTIFIER
## [24071] UNENCRYPTED_IDENTIFIER
## [24072] UNKN_UNKN
## [24073] UNENCRYPTED_IDENTIFIER
## [24074] UNKN_UNKN
## [24075] UNKN_UNKN
## [24076] UNENCRYPTED_IDENTIFIER
## [24077] UNKN_UNKN
## [24078] UNKN_UNKN
## [24079] UNKN_UNKN
## [24080] UNENCRYPTED_IDENTIFIER
## [24081] UNKN_UNKN
## [24082] UNENCRYPTED_IDENTIFIER
## [24083] UNENCRYPTED_IDENTIFIER
## [24084] UNENCRYPTED_IDENTIFIER
## [24085] UNENCRYPTED_IDENTIFIER
## [24086] UNKN_UNKN
## [24087] UNKN_UNKN
## [24088] UNENCRYPTED_IDENTIFIER
## [24089] UNKN_UNKN
## [24090] UNKN_UNKN
## [24091] UNENCRYPTED_IDENTIFIER
## [24092] UNKN_UNKN
## [24093] UNKN_UNKN
## [24094] UNKN_UNKN
## [24095] UNENCRYPTED_IDENTIFIER
## [24096] UNENCRYPTED_IDENTIFIER
## [24097] UNENCRYPTED_UNKN
## [24098] UNENCRYPTED_IDENTIFIER
## [24099] UNENCRYPTED_IDENTIFIER
## [24100] UNKN_UNKN
## [24101] UNKN_UNKN
## [24102] UNKN_UNKN
## [24103] UNENCRYPTED_IDENTIFIER
## [24104] UNENCRYPTED_UNKN
## [24105] UNENCRYPTED_IDENTIFIER
## [24106] UNKN_UNKN
## [24107] UNENCRYPTED_IDENTIFIER
## [24108] UNKN_UNKN
## [24109] UNENCRYPTED_IDENTIFIER
## [24110] UNENCRYPTED_IDENTIFIER
## [24111] UNENCRYPTED_IDENTIFIER
## [24112] UNENCRYPTED_IDENTIFIER
## [24113] UNKN_UNKN
## [24114] UNKN_UNKN
## [24115] UNENCRYPTED_IDENTIFIER
## [24116] UNENCRYPTED_IDENTIFIER
## [24117] UNKN_UNKN
## [24118] UNKN_UNKN
## [24119] UNENCRYPTED_IDENTIFIER
## [24120] UNENCRYPTED_IDENTIFIER
## [24121] UNENCRYPTED_IDENTIFIER
## [24122] UNKN_UNKN
## [24123] UNKN_UNKN
## [24124] UNKN_UNKN
## [24125] UNKN_UNKN
## [24126] UNENCRYPTED_IDENTIFIER
## [24127] UNENCRYPTED_IDENTIFIER
## [24128] UNENCRYPTED_IDENTIFIER
## [24129] UNENCRYPTED_IDENTIFIER
## [24130] UNENCRYPTED_IDENTIFIER
## [24131] UNENCRYPTED_IDENTIFIER
## [24132] UNKN_UNKN
## [24133] UNKN_UNKN
## [24134] UNKN_UNKN
## [24135] UNENCRYPTED_IDENTIFIER
## [24136] UNENCRYPTED_SENSITIVE-GOV
## [24137] UNKN_UNKN
## [24138] UNENCRYPTED_IDENTIFIER
## [24139] UNENCRYPTED_IDENTIFIER
## [24140] UNENCRYPTED_UNKN
## [24141] UNENCRYPTED_SENSITIVE-LOGIN
## [24142] UNKN_UNKN
## [24143] UNENCRYPTED_IDENTIFIER
## [24144] UNENCRYPTED_IDENTIFIER
## [24145] UNKN_UNKN
## [24146] UNENCRYPTED_IDENTIFIER
## [24147] UNENCRYPTED_IDENTIFIER
## [24148] UNKN_UNKN
## [24149] UNENCRYPTED_SENSITIVE-LOGIN
## [24150] UNKN_UNKN
## [24151] UNKN_UNKN
## [24152] UNKN_UNKN
## [24153] UNKN_UNKN
## [24154] UNENCRYPTED_IDENTIFIER
## [24155] UNENCRYPTED_IDENTIFIER
## [24156] UNENCRYPTED_IDENTIFIER
## [24157] UNENCRYPTED_IDENTIFIER
## [24158] UNENCRYPTED_IDENTIFIER
## [24159] UNENCRYPTED_IDENTIFIER
## [24160] UNKN_UNKN
## [24161] UNKN_UNKN
## [24162] UNKN_UNKN
## [24163] UNKN_UNKN
## [24164] UNKN_UNKN
## [24165] UNKN_UNKN
## [24166] UNENCRYPTED_IDENTIFIER
## [24167] UNKN_UNKN
## [24168] UNKN_UNKN
## [24169] UNENCRYPTED_IDENTIFIER
## [24170] UNKN_UNKN
## [24171] UNENCRYPTED_UNKN
## [24172] UNENCRYPTED_IDENTIFIER
## [24173] UNENCRYPTED_IDENTIFIER
## [24174] UNKN_UNKN
## [24175] UNENCRYPTED_IDENTIFIER
## [24176] UNKN_UNKN
## [24177] UNENCRYPTED_IDENTIFIER
## [24178] UNKN_UNKN
## [24179] UNENCRYPTED_IDENTIFIER
## [24180] UNKN_UNKN
## [24181] UNKN_UNKN
## [24182] UNENCRYPTED_IDENTIFIER
## [24183] UNENCRYPTED_IDENTIFIER
## [24184] UNKN_UNKN
## [24185] UNENCRYPTED_IDENTIFIER
## [24186] UNKN_UNKN
## [24187] UNENCRYPTED_IDENTIFIER
## [24188] UNENCRYPTED_IDENTIFIER
## [24189] UNKN_UNKN
## [24190] UNENCRYPTED_IDENTIFIER
## [24191] UNKN_UNKN
## [24192] UNKN_UNKN
## [24193] UNENCRYPTED_IDENTIFIER
## [24194] UNKN_UNKN
## [24195] UNENCRYPTED_IDENTIFIER
## [24196] UNENCRYPTED_UNKN
## [24197] UNKN_UNKN
## [24198] UNENCRYPTED_IDENTIFIER
## [24199] UNENCRYPTED_SENSITIVE-LOGIN
## [24200] UNKN_UNKN
## [24201] UNKN_UNKN
## [24202] UNENCRYPTED_IDENTIFIER
## [24203] UNKN_UNKN
## [24204] UNKN_UNKN
## [24205] UNKN_UNKN
## [24206] UNKN_UNKN
## [24207] UNENCRYPTED_IDENTIFIER
## [24208] UNKN_UNKN
## [24209] UNKN_UNKN
## [24210] UNKN_UNKN
## [24211] UNKN_UNKN
## [24212] UNENCRYPTED_IDENTIFIER
## [24213] UNENCRYPTED_UNKN
## [24214] UNENCRYPTED_IDENTIFIER
## [24215] UNKN_UNKN
## [24216] UNKN_UNKN
## [24217] UNENCRYPTED_HEALTH
## [24218] UNKN_UNKN
## [24219] UNKN_UNKN
## [24220] UNKN_UNKN
## [24221] UNKN_UNKN
## [24222] UNKN_UNKN
## [24223] UNKN_UNKN
## [24224] UNENCRYPTED_IDENTIFIER
## [24225] UNKN_UNKN
## [24226] UNENCRYPTED_IDENTIFIER
## [24227] UNENCRYPTED_IDENTIFIER
## [24228] UNKN_UNKN
## [24229] UNENCRYPTED_IDENTIFIER
## [24230] UNKN_UNKN
## [24231] UNKN_UNKN
## [24232] UNKN_UNKN
## [24233] UNKN_UNKN
## [24234] UNENCRYPTED_IDENTIFIER
## [24235] UNENCRYPTED_IDENTIFIER
## [24236] UNKN_UNKN
## [24237] UNENCRYPTED_IDENTIFIER
## [24238] UNENCRYPTED_IDENTIFIER
## [24239] UNENCRYPTED_IDENTIFIER
## [24240] UNKN_UNKN
## [24241] UNENCRYPTED_IDENTIFIER
## [24242] UNENCRYPTED_IDENTIFIER
## [24243] UNENCRYPTED_IDENTIFIER
## [24244] UNENCRYPTED_IDENTIFIER
## [24245] UNKN_UNKN
## [24246] UNKN_UNKN
## [24247] UNKN_UNKN
## [24248] UNENCRYPTED_IDENTIFIER
## [24249] UNKN_UNKN
## [24250] UNKN_UNKN
## [24251] UNKN_UNKN
## [24252] UNKN_UNKN
## [24253] UNKN_UNKN
## [24254] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [24255] UNENCRYPTED_IDENTIFIER
## [24256] UNKN_UNKN
## [24257] UNKN_UNKN
## [24258] UNKN_UNKN
## [24259] UNKN_UNKN
## [24260] UNKN_UNKN
## [24261] UNKN_UNKN
## [24262] UNENCRYPTED_IDENTIFIER
## [24263] UNENCRYPTED_HEALTH
## [24264] UNKN_UNKN
## [24265] UNENCRYPTED_IDENTIFIER
## [24266] UNENCRYPTED_EMPLOYMENT
## [24267] UNKN_UNKN
## [24268] UNKN_UNKN
## [24269] UNKN_UNKN
## [24270] UNENCRYPTED_IDENTIFIER
## [24271] ENCRYPTED_IDENTIFIER
## [24272] UNKN_UNKN
## [24273] UNENCRYPTED_IDENTIFIER
## [24274] UNKN_UNKN
## [24275] UNENCRYPTED_IDENTIFIER
## [24276] UNENCRYPTED_IDENTIFIER
## [24277] UNKN_UNKN
## [24278] UNENCRYPTED_IDENTIFIER
## [24279] UNENCRYPTED_IDENTIFIER
## [24280] UNKN_UNKN
## [24281] UNENCRYPTED_IDENTIFIER
## [24282] UNENCRYPTED_IDENTIFIER
## [24283] UNENCRYPTED_IDENTIFIER
## [24284] UNKN_UNKN
## [24285] UNKN_UNKN
## [24286] UNENCRYPTED_IDENTIFIER
## [24287] UNKN_UNKN
## [24288] UNENCRYPTED_IDENTIFIER
## [24289] UNENCRYPTED_IDENTIFIER
## [24290] UNKN_UNKN
## [24291] UNENCRYPTED_IDENTIFIER
## [24292] UNKN_UNKN
## [24293] UNENCRYPTED_IDENTIFIER
## [24294] UNENCRYPTED_IDENTIFIER
## [24295] UNENCRYPTED_IDENTIFIER
## [24296] UNENCRYPTED_IDENTIFIER
## [24297] UNKN_UNKN
## [24298] UNENCRYPTED_IDENTIFIER
## [24299] UNKN_UNKN
## [24300] UNENCRYPTED_IDENTIFIER
## [24301] UNKN_UNKN
## [24302] UNKN_UNKN
## [24303] UNKN_UNKN
## [24304] UNENCRYPTED_IDENTIFIER
## [24305] UNENCRYPTED_IDENTIFIER
## [24306] UNKN_UNKN
## [24307] UNKN_UNKN
## [24308] UNENCRYPTED_IDENTIFIER
## [24309] UNKN_UNKN
## [24310] UNENCRYPTED_IDENTIFIER
## [24311] UNKN_UNKN
## [24312] UNENCRYPTED_IDENTIFIER
## [24313] UNKN_UNKN
## [24314] UNKN_UNKN
## [24315] UNENCRYPTED_IDENTIFIER
## [24316] UNKN_UNKN
## [24317] UNENCRYPTED_IDENTIFIER
## [24318] UNKN_UNKN
## [24319] UNKN_UNKN
## [24320] UNKN_UNKN
## [24321] UNKN_UNKN
## [24322] UNKN_UNKN
## [24323] UNENCRYPTED_IDENTIFIER
## [24324] UNENCRYPTED_IDENTIFIER
## [24325] UNKN_UNKN
## [24326] UNENCRYPTED_IDENTIFIER
## [24327] UNENCRYPTED_IDENTIFIER
## [24328] UNENCRYPTED_IDENTIFIER
## [24329] UNKN_UNKN
## [24330] UNENCRYPTED_IDENTIFIER
## [24331] UNENCRYPTED_IDENTIFIER
## [24332] UNENCRYPTED_IDENTIFIER
## [24333] UNKN_UNKN
## [24334] UNKN_UNKN
## [24335] UNKN_UNKN
## [24336] UNKN_UNKN
## [24337] UNENCRYPTED_IDENTIFIER
## [24338] UNENCRYPTED_SENSITIVE-LOGIN
## [24339] UNKN_UNKN
## [24340] UNENCRYPTED_IDENTIFIER
## [24341] UNKN_UNKN
## [24342] UNKN_UNKN
## [24343] UNENCRYPTED_IDENTIFIER
## [24344] UNENCRYPTED_IDENTIFIER
## [24345] UNENCRYPTED_SENSITIVE-GOV
## [24346] UNKN_UNKN
## [24347] UNKN_UNKN
## [24348] ENCRYPTED-WITH-DECRYPTIONKEY_IDENTIFIER
## [24349] UNKN_UNKN
## [24350] UNKN_UNKN
## [24351] UNKN_UNKN
## [24352] UNENCRYPTED_HEALTH
## [24353] UNENCRYPTED_IDENTIFIER
## [24354] UNKN_UNKN
## [24355] UNKN_UNKN
## [24356] UNKN_UNKN
## [24357] UNENCRYPTED_IDENTIFIER
## [24358] UNKN_UNKN
## [24359] UNKN_UNKN
## [24360] UNENCRYPTED_IDENTIFIER
## [24361] UNKN_UNKN
## [24362] UNKN_UNKN
## [24363] UNENCRYPTED_IDENTIFIER
## [24364] UNENCRYPTED_IDENTIFIER
## [24365] UNKN_UNKN
## [24366] UNKN_UNKN
## [24367] UNKN_UNKN
## [24368] UNKN_UNKN
## [24369] UNENCRYPTED_IDENTIFIER
## [24370] UNKN_UNKN
## [24371] UNKN_UNKN
## [24372] UNKN_UNKN
## [24373] UNKN_UNKN
## [24374] UNENCRYPTED_IDENTIFIER
## [24375] UNKN_UNKN
## [24376] UNENCRYPTED_IDENTIFIER
## [24377] UNKN_UNKN
## [24378] UNKN_UNKN
## [24379] UNKN_UNKN
## [24380] UNENCRYPTED_IDENTIFIER
## [24381] UNKN_UNKN
## [24382] UNKN_UNKN
## [24383] UNENCRYPTED_IDENTIFIER
## [24384] UNKN_UNKN
## [24385] UNENCRYPTED_IDENTIFIER
## [24386] UNENCRYPTED_IDENTIFIER
## [24387] UNENCRYPTED_IDENTIFIER
## [24388] UNKN_UNKN
## [24389] UNKN_UNKN
## [24390] UNKN_UNKN
## [24391] UNKN_UNKN
## [24392] UNKN_UNKN
## [24393] UNKN_UNKN
## [24394] UNKN_UNKN
## [24395] UNENCRYPTED_IDENTIFIER
## [24396] UNKN_UNKN
## [24397] UNKN_UNKN
## [24398] UNKN_UNKN
## [24399] UNENCRYPTED_IDENTIFIER
## [24400] UNKN_UNKN
## [24401] UNENCRYPTED_IDENTIFIER
## [24402] UNENCRYPTED_IDENTIFIER
## [24403] UNENCRYPTED_IDENTIFIER
## [24404] UNKN_UNKN
## [24405] UNENCRYPTED_IDENTIFIER
## [24406] UNENCRYPTED_IDENTIFIER
## [24407] UNENCRYPTED_IDENTIFIER
## [24408] UNKN_UNKN
## [24409] UNKN_UNKN
## [24410] UNKN_UNKN
## [24411] UNENCRYPTED_IDENTIFIER
## [24412] UNKNOWN_UNKN
## [24413] UNENCRYPTED_IDENTIFIER
## [24414] UNKN_UNKN
## [24415] UNKN_UNKN
## [24416] UNKN_UNKN
## [24417] UNKN_UNKN
## [24418] UNENCRYPTED_IDENTIFIER
## [24419] UNKN_UNKN
## [24420] UNENCRYPTED_IDENTIFIER
## [24421] UNENCRYPTED_SENSITIVE-GOV
## [24422] UNKN_UNKN
## [24423] UNKN_UNKN
## [24424] UNENCRYPTED_IDENTIFIER
## [24425] UNENCRYPTED_IDENTIFIER
## [24426] UNKN_UNKN
## [24427] UNKN_UNKN
## [24428] UNKN_UNKN
## [24429] UNENCRYPTED_IDENTIFIER
## [24430] UNKN_UNKN
## [24431] UNENCRYPTED_IDENTIFIER
## [24432] UNENCRYPTED_SENSITIVE-LOGIN
## [24433] UNENCRYPTED_IDENTIFIER
## [24434] UNENCRYPTED_IDENTIFIER
## [24435] UNENCRYPTED_IDENTIFIER
## [24436] UNKN_UNKN
## [24437] UNENCRYPTED_IDENTIFIER
## [24438] UNENCRYPTED_IDENTIFIER
## [24439] UNENCRYPTED_IDENTIFIER
## [24440] UNKN_UNKN
## [24441] UNKN_UNKN
## [24442] UNENCRYPTED_IDENTIFIER
## [24443] UNENCRYPTED_IDENTIFIER
## [24444] UNENCRYPTED_IDENTIFIER
## [24445] UNENCRYPTED_IDENTIFIER
## [24446] UNKN_UNKN
## [24447] UNENCRYPTED_IDENTIFIER
## [24448] UNENCRYPTED_IDENTIFIER
## [24449] UNENCRYPTED_IDENTIFIER
## [24450] UNENCRYPTED_IDENTIFIER
## [24451] UNENCRYPTED_HEALTH
## [24452] UNENCRYPTED_IDENTIFIER
## [24453] UNENCRYPTED_SENSITIVE-LOGIN
## [24454] UNENCRYPTED_IDENTIFIER
## [24455] UNENCRYPTED_IDENTIFIER
## [24456] UNKN_UNKN
## [24457] UNENCRYPTED_IDENTIFIER
## [24458] UNENCRYPTED_IDENTIFIER
## [24459] UNKN_UNKN
## [24460] UNENCRYPTED_IDENTIFIER
## [24461] UNKN_UNKN
## [24462] UNKN_UNKN
## [24463] UNENCRYPTED_IDENTIFIER
## [24464] UNKN_UNKN
## [24465] UNKN_UNKN
## [24466] UNKN_UNKN
## [24467] UNENCRYPTED_HEALTH
## [24468] UNKN_UNKN
## [24469] UNENCRYPTED_HEALTH
## [24470] UNENCRYPTED_IDENTIFIER
## [24471] UNKN_UNKN
## [24472] UNENCRYPTED_IDENTIFIER
## [24473] UNKN_UNKN
## [24474] UNKN_UNKN
## [24475] UNKN_UNKN
## [24476] UNENCRYPTED_IDENTIFIER
## [24477] UNENCRYPTED_IDENTIFIER
## [24478] UNKN_UNKN
## [24479] UNENCRYPTED_IDENTIFIER
## [24480] UNENCRYPTED_SENSITIVE-LOGIN
## [24481] UNENCRYPTED_IDENTIFIER
## [24482] UNENCRYPTED_IDENTIFIER
## [24483] UNKN_UNKN
## [24484] UNKN_UNKN
## [24485] UNENCRYPTED_IDENTIFIER
## [24486] UNKN_UNKN
## [24487] UNKN_UNKN
## [24488] UNENCRYPTED_IDENTIFIER
## [24489] UNKN_UNKN
## [24490] UNKN_UNKN
## [24491] UNENCRYPTED_IDENTIFIER
## [24492] UNENCRYPTED_IDENTIFIER
## [24493] UNKN_UNKN
## [24494] UNENCRYPTED_HEALTH
## [24495] UNENCRYPTED_IDENTIFIER
## [24496] UNKN_UNKN
## [24497] UNKN_UNKN
## [24498] UNKN_UNKN
## [24499] UNENCRYPTED_IDENTIFIER
## [24500] UNENCRYPTED_IDENTIFIER
## [24501] UNKN_UNKN
## [24502] UNENCRYPTED_IDENTIFIER
## [24503] UNKN_UNKN
## [24504] UNENCRYPTED_IDENTIFIER
## [24505] UNENCRYPTED_IDENTIFIER
## [24506] UNENCRYPTED_IDENTIFIER
## [24507] UNKN_UNKN
## [24508] UNENCRYPTED_IDENTIFIER
## [24509] UNENCRYPTED_IDENTIFIER
## [24510] UNKN_UNKN
## [24511] UNENCRYPTED_IDENTIFIER
## [24512] UNKN_UNKN
## [24513] UNKN_UNKN
## [24514] UNENCRYPTED_IDENTIFIER
## [24515] UNENCRYPTED_IDENTIFIER
## [24516] UNENCRYPTED_IDENTIFIER
## [24517] UNKN_UNKN
## [24518] UNKN_UNKN
## [24519] UNENCRYPTED_IDENTIFIER
## [24520] UNKN_UNKN
## [24521] UNENCRYPTED_IDENTIFIER
## [24522] UNENCRYPTED_IDENTIFIER
## [24523] UNENCRYPTED_IDENTIFIER
## [24524] UNENCRYPTED_IDENTIFIER
## [24525] UNENCRYPTED_IDENTIFIER
## [24526] UNKN_UNKN
## [24527] UNKN_UNKN
## [24528] UNKN_UNKN
## [24529] UNKN_UNKN
## [24530] UNENCRYPTED_IDENTIFIER
## [24531] UNKN_UNKN
## [24532] UNKN_UNKN
## [24533] UNENCRYPTED_IDENTIFIER
## [24534] UNKN_UNKN
## [24535] UNENCRYPTED_IDENTIFIER
## [24536] UNENCRYPTED_IDENTIFIER
## [24537] UNKN_UNKN
## [24538] UNKN_UNKN
## [24539] UNENCRYPTED_IDENTIFIER
## [24540] UNENCRYPTED_IDENTIFIER
## [24541] UNKN_UNKN
## [24542] UNKN_UNKN
## [24543] UNENCRYPTED_IDENTIFIER
## [24544] UNKN_UNKN
## [24545] UNENCRYPTED_IDENTIFIER
## [24546] UNKN_UNKN
## [24547] UNENCRYPTED_IDENTIFIER
## [24548] UNENCRYPTED_SENSITIVE-LOGIN
## [24549] UNKN_UNKN
## [24550] UNENCRYPTED_HEALTH
## [24551] UNENCRYPTED_IDENTIFIER
## [24552] UNENCRYPTED_IDENTIFIER
## [24553] UNENCRYPTED_IDENTIFIER
## [24554] UNENCRYPTED_IDENTIFIER
## [24555] UNKN_UNKN
## [24556] UNENCRYPTED_IDENTIFIER
## [24557] UNENCRYPTED_IDENTIFIER
## [24558] UNENCRYPTED_IDENTIFIER
## [24559] UNKN_UNKN
## [24560] UNENCRYPTED_IDENTIFIER
## [24561] UNENCRYPTED_IDENTIFIER
## [24562] UNKN_UNKN
## [24563] UNKN_UNKN
## [24564] UNKN_UNKN
## [24565] UNENCRYPTED_IDENTIFIER
## [24566] UNENCRYPTED_IDENTIFIER
## [24567] UNENCRYPTED_IDENTIFIER
## [24568] UNENCRYPTED_IDENTIFIER
## [24569] UNENCRYPTED_IDENTIFIER
## [24570] UNKN_UNKN
## [24571] UNENCRYPTED_IDENTIFIER
## [24572] UNKN_UNKN
## [24573] UNENCRYPTED_IDENTIFIER
## [24574] UNKN_UNKN
## [24575] UNKN_UNKN
## [24576] UNKN_UNKN
## [24577] UNENCRYPTED_IDENTIFIER
## [24578] UNENCRYPTED_HEALTH
## [24579] UNKN_UNKN
## [24580] UNENCRYPTED_IDENTIFIER
## [24581] UNENCRYPTED_IDENTIFIER
## [24582] UNKN_UNKN
## [24583] UNKN_UNKN
## [24584] UNKN_UNKN
## [24585] UNKN_UNKN
## [24586] UNKN_UNKN
## [24587] UNKN_UNKN
## [24588] UNENCRYPTED_IDENTIFIER
## [24589] UNKN_UNKN
## [24590] UNENCRYPTED_IDENTIFIER
## [24591] UNENCRYPTED_IDENTIFIER
## [24592] UNKN_UNKN
## [24593] UNENCRYPTED_IDENTIFIER
## [24594] UNKN_UNKN
## [24595] UNENCRYPTED_IDENTIFIER
## [24596] UNENCRYPTED_IDENTIFIER
## [24597] UNKN_UNKN
## [24598] UNKN_UNKN
## [24599] UNKN_UNKN
## [24600] UNENCRYPTED_IDENTIFIER
## [24601] UNENCRYPTED_IDENTIFIER
## [24602] UNENCRYPTED_IDENTIFIER
## [24603] UNKN_UNKN
## [24604] UNKN_UNKN
## [24605] UNENCRYPTED_IDENTIFIER
## [24606] UNKN_UNKN
## [24607] UNENCRYPTED_IDENTIFIER
## [24608] UNKN_UNKN
## [24609] UNENCRYPTED_IDENTIFIER
## [24610] UNKN_UNKN
## [24611] UNKN_UNKN
## [24612] UNENCRYPTED_IDENTIFIER
## [24613] UNKN_UNKN
## [24614] UNENCRYPTED_IDENTIFIER
## [24615] UNENCRYPTED_IDENTIFIER
## [24616] UNKN_UNKN
## [24617] UNKN_UNKN
## [24618] UNKN_UNKN
## [24619] UNENCRYPTED_IDENTIFIER
## [24620] UNKN_UNKN
## [24621] UNENCRYPTED_IDENTIFIER
## [24622] UNENCRYPTED_IDENTIFIER
## [24623] UNENCRYPTED_IDENTIFIER
## [24624] UNKN_UNKN
## [24625] UNKN_UNKN
## [24626] UNENCRYPTED_IDENTIFIER
## [24627] UNENCRYPTED_IDENTIFIER
## [24628] UNKN_UNKN
## [24629] UNKN_UNKN
## [24630] UNKN_UNKN
## [24631] UNKN_UNKN
## [24632] UNENCRYPTED_IDENTIFIER
## [24633] UNKN_UNKN
## [24634] UNENCRYPTED_IDENTIFIER
## [24635] UNENCRYPTED_IDENTIFIER
## [24636] UNKN_UNKN
## [24637] UNENCRYPTED_IDENTIFIER
## [24638] UNENCRYPTED_IDENTIFIER
## [24639] UNKN_UNKN
## [24640] UNKN_UNKN
## [24641] UNENCRYPTED_IDENTIFIER
## [24642] UNENCRYPTED_IDENTIFIER
## [24643] UNKN_UNKN
## [24644] UNENCRYPTED_IDENTIFIER
## [24645] UNKN_UNKN
## [24646] UNENCRYPTED_IDENTIFIER
## [24647] UNKN_UNKN
## [24648] UNKN_UNKN
## [24649] UNKN_UNKN
## [24650] UNENCRYPTED_IDENTIFIER
## [24651] UNENCRYPTED_IDENTIFIER
## [24652] UNENCRYPTED_IDENTIFIER
## [24653] UNENCRYPTED_IDENTIFIER
## [24654] UNENCRYPTED_IDENTIFIER
## [24655] UNKN_UNKN
## [24656] UNENCRYPTED_IDENTIFIER
## [24657] UNKN_UNKN
## [24658] UNKN_UNKN
## [24659] UNKN_UNKN
## [24660] UNENCRYPTED_IDENTIFIER
## [24661] UNKN_UNKN
## [24662] UNENCRYPTED_HEALTH
## [24663] UNKN_UNKN
## [24664] UNENCRYPTED_IDENTIFIER
## [24665] UNKN_UNKN
## [24666] UNKN_UNKN
## [24667] UNENCRYPTED_IDENTIFIER
## [24668] UNKN_UNKN
## [24669] UNKN_UNKN
## [24670] UNKN_UNKN
## [24671] UNENCRYPTED_IDENTIFIER
## [24672] UNENCRYPTED_IDENTIFIER
## [24673] UNENCRYPTED_IDENTIFIER
## [24674] UNENCRYPTED_IDENTIFIER
## [24675] UNKN_UNKN
## [24676] UNKN_UNKN
## [24677] UNENCRYPTED_IDENTIFIER
## [24678] UNKN_UNKN
## [24679] UNENCRYPTED_IDENTIFIER
## [24680] UNKN_UNKN
## [24681] UNKN_UNKN
## [24682] UNENCRYPTED_IDENTIFIER
## [24683] UNENCRYPTED_HEALTH
## [24684] UNKN_UNKN
## [24685] UNKN_UNKN
## [24686] UNKN_UNKN
## [24687] UNENCRYPTED_IDENTIFIER
## [24688] UNKN_UNKN
## [24689] UNENCRYPTED_IDENTIFIER
## [24690] UNENCRYPTED_IDENTIFIER
## [24691] UNKN_UNKN
## [24692] UNENCRYPTED_IDENTIFIER
## [24693] UNENCRYPTED_UNKN
## [24694] UNENCRYPTED_IDENTIFIER
## [24695] UNENCRYPTED_IDENTIFIER
## [24696] UNKN_UNKN
## [24697] UNKN_UNKN
## [24698] UNENCRYPTED_IDENTIFIER
## [24699] UNKN_UNKN
## [24700] UNKN_UNKN
## [24701] UNENCRYPTED_IDENTIFIER
## [24702] UNKN_UNKN
## [24703] UNKN_UNKN
## [24704] UNENCRYPTED_IDENTIFIER
## [24705] UNENCRYPTED_IDENTIFIER
## [24706] UNKN_UNKN
## [24707] UNENCRYPTED_IDENTIFIER
## [24708] UNENCRYPTED_IDENTIFIER
## [24709] UNKN_UNKN
## [24710] UNENCRYPTED_IDENTIFIER
## [24711] UNENCRYPTED_IDENTIFIER
## [24712] UNKN_UNKN
## [24713] UNKN_UNKN
## [24714] UNKN_UNKN
## [24715] UNKN_UNKN
## [24716] UNENCRYPTED_SENSITIVE-LOGIN
## [24717] UNKN_UNKN
## [24718] UNKN_UNKN
## [24719] UNENCRYPTED_IDENTIFIER
## [24720] UNENCRYPTED_IDENTIFIER
## [24721] UNKN_UNKN
## [24722] UNENCRYPTED_UNKN
## [24723] UNENCRYPTED_IDENTIFIER
## [24724] UNKN_UNKN
## [24725] UNENCRYPTED_IDENTIFIER
## [24726] UNKN_UNKN
## [24727] UNENCRYPTED_IDENTIFIER
## [24728] UNENCRYPTED_IDENTIFIER
## [24729] UNKN_UNKN
## [24730] UNKN_UNKN
## [24731] UNENCRYPTED_IDENTIFIER
## [24732] UNKN_UNKN
## [24733] UNENCRYPTED_IDENTIFIER
## [24734] UNKN_UNKN
## [24735] UNKN_UNKN
## [24736] UNENCRYPTED_IDENTIFIER
## [24737] UNENCRYPTED_IDENTIFIER
## [24738] UNKN_UNKN
## [24739] UNENCRYPTED_IDENTIFIER
## [24740] UNKN_UNKN
## [24741] UNKN_UNKN
## [24742] UNKN_UNKN
## [24743] UNKN_UNKN
## [24744] UNENCRYPTED_IDENTIFIER
## [24745] UNENCRYPTED_IDENTIFIER
## [24746] UNENCRYPTED_IDENTIFIER
## [24747] UNKN_UNKN
## [24748] UNENCRYPTED_IDENTIFIER
## [24749] UNENCRYPTED_IDENTIFIER
## [24750] UNKN_UNKN
## [24751] UNKN_UNKN
## [24752] UNKN_UNKN
## [24753] UNENCRYPTED_SENSITIVE-LOGIN
## [24754] UNENCRYPTED_IDENTIFIER
## [24755] UNKN_UNKN
## [24756] UNENCRYPTED_IDENTIFIER
## [24757] UNENCRYPTED_IDENTIFIER
## [24758] UNKN_UNKN
## [24759] UNKN_UNKN
## [24760] UNENCRYPTED_IDENTIFIER
## [24761] UNENCRYPTED_IDENTIFIER
## [24762] UNENCRYPTED_IDENTIFIER
## [24763] UNKN_UNKN
## [24764] UNKN_UNKN
## [24765] UNKN_UNKN
## [24766] UNKN_UNKN
## [24767] UNENCRYPTED_IDENTIFIER
## [24768] UNENCRYPTED_HEALTH
## [24769] UNKN_UNKN
## [24770] UNENCRYPTED_IDENTIFIER
## [24771] UNKN_UNKN
## [24772] UNKN_UNKN
## [24773] UNENCRYPTED_IDENTIFIER
## [24774] UNENCRYPTED_IDENTIFIER
## [24775] UNKN_UNKN
## [24776] UNKN_UNKN
## [24777] UNENCRYPTED_IDENTIFIER
## [24778] UNENCRYPTED_IDENTIFIER
## [24779] UNENCRYPTED_IDENTIFIER
## [24780] UNENCRYPTED_IDENTIFIER
## [24781] UNENCRYPTED_IDENTIFIER
## [24782] UNKN_UNKN
## [24783] UNKN_UNKN
## [24784] UNENCRYPTED_IDENTIFIER
## [24785] UNENCRYPTED_IDENTIFIER
## [24786] UNKN_UNKN
## [24787] UNENCRYPTED_HEALTH
## [24788] UNENCRYPTED_HEALTH
## [24789] UNKN_UNKN
## [24790] UNENCRYPTED_IDENTIFIER
## [24791] UNKN_UNKN
## [24792] UNENCRYPTED_IDENTIFIER
## [24793] UNENCRYPTED_IDENTIFIER
## [24794] UNENCRYPTED_IDENTIFIER
## [24795] UNKN_UNKN
## [24796] UNKN_UNKN
## [24797] UNENCRYPTED_IDENTIFIER
## [24798] UNENCRYPTED_IDENTIFIER
## [24799] UNENCRYPTED_IDENTIFIER
## [24800] UNKN_UNKN
## [24801] UNKN_UNKN
## [24802] UNKN_UNKN
## [24803] UNENCRYPTED_IDENTIFIER
## [24804] UNENCRYPTED_IDENTIFIER
## [24805] UNENCRYPTED_IDENTIFIER
## [24806] UNKN_UNKN
## [24807] UNKN_UNKN
## [24808] UNKN_UNKN
## [24809] UNKN_UNKN
## [24810] UNKN_UNKN
## [24811] UNENCRYPTED_UNKN
## [24812] UNKN_UNKN
## [24813] UNKN_UNKN
## [24814] UNENCRYPTED_IDENTIFIER
## [24815] UNENCRYPTED_IDENTIFIER
## [24816] UNENCRYPTED_IDENTIFIER
## [24817] UNKN_UNKN
## [24818] UNENCRYPTED_IDENTIFIER
## [24819] UNENCRYPTED_IDENTIFIER
## [24820] UNENCRYPTED_IDENTIFIER
## [24821] UNKN_UNKN
## [24822] UNENCRYPTED_IDENTIFIER
## [24823] UNENCRYPTED_IDENTIFIER
## [24824] UNKN_UNKN
## [24825] UNENCRYPTED_IDENTIFIER
## [24826] UNKN_UNKN
## [24827] UNKN_UNKN
## [24828] UNKN_UNKN
## [24829] UNKN_UNKN
## [24830] UNKN_UNKN
## [24831] UNKN_UNKN
## [24832] UNKN_UNKN
## [24833] UNENCRYPTED_IDENTIFIER
## [24834] UNENCRYPTED_IDENTIFIER
## [24835] UNENCRYPTED_IDENTIFIER
## [24836] UNKN_UNKN
## [24837] UNENCRYPTED_IDENTIFIER
## [24838] UNKN_UNKN
## [24839] UNKN_UNKN
## [24840] UNKN_UNKN
## [24841] UNKN_UNKN
## [24842] UNKN_UNKN
## [24843] UNENCRYPTED_IDENTIFIER
## [24844] UNENCRYPTED_IDENTIFIER
## [24845] UNKN_UNKN
## [24846] UNENCRYPTED_IDENTIFIER
## [24847] UNENCRYPTED_IDENTIFIER
## [24848] UNENCRYPTED_IDENTIFIER
## [24849] UNKN_UNKN
## [24850] UNKN_UNKN
## [24851] UNENCRYPTED_IDENTIFIER
## [24852] UNENCRYPTED_IDENTIFIER
## [24853] UNENCRYPTED_IDENTIFIER
## [24854] UNKN_UNKN
## [24855] UNENCRYPTED_IDENTIFIER
## [24856] UNENCRYPTED_IDENTIFIER
## [24857] UNENCRYPTED_IDENTIFIER
## [24858] UNENCRYPTED_IDENTIFIER
## [24859] UNENCRYPTED_IDENTIFIER
## [24860] UNKN_UNKN
## [24861] UNKN_UNKN
## [24862] UNENCRYPTED_IDENTIFIER
## [24863] UNENCRYPTED_IDENTIFIER
## [24864] UNENCRYPTED_IDENTIFIER
## [24865] UNENCRYPTED_IDENTIFIER
## [24866] UNENCRYPTED_SENSITIVE-LOGIN
## [24867] UNKN_UNKN
## [24868] UNKN_UNKN
## [24869] UNKN_UNKN
## [24870] UNKN_UNKN
## [24871] UNENCRYPTED_IDENTIFIER
## [24872] UNKN_UNKN
## [24873] UNENCRYPTED_IDENTIFIER
## [24874] UNENCRYPTED_IDENTIFIER
## [24875] UNENCRYPTED_IDENTIFIER
## [24876] UNKN_UNKN
## [24877] UNKN_UNKN
## [24878] UNKN_UNKN
## [24879] UNENCRYPTED_IDENTIFIER
## [24880] UNENCRYPTED_IDENTIFIER
## [24881] UNKN_UNKN
## [24882] UNKN_UNKN
## [24883] UNENCRYPTED_IDENTIFIER
## [24884] UNKN_UNKN
## [24885] UNENCRYPTED_IDENTIFIER
## [24886] UNENCRYPTED_IDENTIFIER
## [24887] UNENCRYPTED_IDENTIFIER
## [24888] UNKN_UNKN
## [24889] UNKN_UNKN
## [24890] UNENCRYPTED_IDENTIFIER
## [24891] UNKN_UNKN
## [24892] UNENCRYPTED_IDENTIFIER
## [24893] UNENCRYPTED_IDENTIFIER
## [24894] UNKN_UNKN
## [24895] UNKN_UNKN
## [24896] UNENCRYPTED_IDENTIFIER
## [24897] UNKN_UNKN
## [24898] UNKN_UNKN
## [24899] UNENCRYPTED_IDENTIFIER
## [24900] UNKN_UNKN
## [24901] UNENCRYPTED_IDENTIFIER
## [24902] UNENCRYPTED_IDENTIFIER
## [24903] UNKN_UNKN
## [24904] UNENCRYPTED_IDENTIFIER
## [24905] UNKN_UNKN
## [24906] UNKN_UNKN
## [24907] UNENCRYPTED_IDENTIFIER
## [24908] UNENCRYPTED_IDENTIFIER
## [24909] UNENCRYPTED_IDENTIFIER
## [24910] UNKN_UNKN
## [24911] UNKN_UNKN
## [24912] UNENCRYPTED_IDENTIFIER
## [24913] UNKN_UNKN
## [24914] UNENCRYPTED_IDENTIFIER
## [24915] UNKN_UNKN
## [24916] UNENCRYPTED_IDENTIFIER
## [24917] UNKN_UNKN
## [24918] UNENCRYPTED_IDENTIFIER
## [24919] UNENCRYPTED_IDENTIFIER
## [24920] UNENCRYPTED_IDENTIFIER
## [24921] UNENCRYPTED_IDENTIFIER
## [24922] UNENCRYPTED_IDENTIFIER
## [24923] UNKN_UNKN
## [24924] UNKN_UNKN
## [24925] UNENCRYPTED_IDENTIFIER
## [24926] UNKN_UNKN
## [24927] UNKN_UNKN
## [24928] UNKN_UNKN
## [24929] UNKN_UNKN
## [24930] UNKN_UNKN
## [24931] UNENCRYPTED_IDENTIFIER
## [24932] UNENCRYPTED_IDENTIFIER
## [24933] UNKN_UNKN
## [24934] UNKN_UNKN
## [24935] UNKN_UNKN
## [24936] UNENCRYPTED_IDENTIFIER
## [24937] ENCRYPTED_IDENTIFIER
## [24938] UNENCRYPTED_IDENTIFIER
## [24939] UNENCRYPTED_UNKN
## [24940] UNKN_UNKN
## [24941] UNKN_UNKN
## [24942] UNENCRYPTED_IDENTIFIER
## [24943] UNENCRYPTED_IDENTIFIER
## [24944] UNENCRYPTED_IDENTIFIER
## [24945] UNKN_UNKN
## [24946] UNENCRYPTED_IDENTIFIER
## [24947] UNENCRYPTED_IDENTIFIER
## [24948] UNKN_UNKN
## [24949] UNKN_UNKN
## [24950] UNENCRYPTED_SENSITIVE-LOGIN
## [24951] UNKN_UNKN
## [24952] UNENCRYPTED_UNKN
## [24953] UNKN_UNKN
## [24954] UNENCRYPTED_IDENTIFIER
## [24955] UNKN_UNKN
## [24956] UNENCRYPTED_IDENTIFIER
## [24957] UNKN_UNKN
## [24958] UNKN_UNKN
## [24959] UNKN_UNKN
## [24960] UNENCRYPTED_IDENTIFIER
## [24961] UNENCRYPTED_IDENTIFIER
## [24962] UNKN_UNKN
## [24963] UNKN_UNKN
## [24964] UNKN_UNKN
## [24965] UNENCRYPTED_IDENTIFIER
## [24966] UNENCRYPTED_IDENTIFIER
## [24967] UNKN_UNKN
## [24968] UNENCRYPTED_IDENTIFIER
## [24969] UNENCRYPTED_SENSITIVE-LOGIN
## [24970] UNKN_UNKN
## [24971] UNENCRYPTED_IDENTIFIER
## [24972] UNENCRYPTED_IDENTIFIER
## [24973] UNENCRYPTED_IDENTIFIER
## [24974] UNKN_UNKN
## [24975] UNENCRYPTED_IDENTIFIER
## [24976] UNENCRYPTED_IDENTIFIER
## [24977] UNKN_UNKN
## [24978] UNENCRYPTED_IDENTIFIER
## [24979] UNENCRYPTED_IDENTIFIER
## [24980] UNENCRYPTED_IDENTIFIER
## [24981] UNKN_UNKN
## [24982] UNKN_UNKN
## [24983] UNENCRYPTED_IDENTIFIER
## [24984] UNKN_UNKN
## [24985] UNENCRYPTED_IDENTIFIER
## [24986] UNENCRYPTED_HEALTH
## [24987] UNKN_UNKN
## [24988] UNKN_UNKN
## [24989] UNENCRYPTED_IDENTIFIER
## [24990] UNENCRYPTED_IDENTIFIER
## [24991] UNKN_UNKN
## [24992] UNKN_UNKN
## [24993] UNKN_UNKN
## [24994] UNKN_UNKN
## [24995] UNENCRYPTED_IDENTIFIER
## [24996] UNKN_UNKN
## [24997] UNENCRYPTED_IDENTIFIER
## [24998] UNENCRYPTED_HEALTH
## [24999] UNKN_UNKN
## [25000] UNKN_UNKN
## [25001] UNENCRYPTED_IDENTIFIER
## [25002] UNENCRYPTED_IDENTIFIER
## [25003] UNKN_UNKN
## [25004] UNKN_UNKN
## [25005] UNKN_UNKN
## [25006] UNENCRYPTED_IDENTIFIER
## [25007] UNKN_UNKN
## [25008] UNKN_UNKN
## [25009] UNENCRYPTED_IDENTIFIER
## [25010] UNENCRYPTED_IDENTIFIER
## [25011] UNKN_UNKN
## [25012] UNENCRYPTED_IDENTIFIER
## [25013] UNENCRYPTED_IDENTIFIER
## [25014] UNKN_UNKN
## [25015] UNKN_UNKN
## [25016] UNKN_UNKN
## [25017] UNENCRYPTED_IDENTIFIER
## [25018] UNKN_UNKN
## [25019] UNENCRYPTED_IDENTIFIER
## [25020] UNENCRYPTED_IDENTIFIER
## [25021] UNENCRYPTED_IDENTIFIER
## [25022] UNKN_UNKN
## [25023] UNENCRYPTED_IDENTIFIER
## [25024] UNKN_UNKN
## [25025] UNKN_UNKN
## [25026] UNKN_UNKN
## [25027] UNKN_UNKN
## [25028] UNENCRYPTED_IDENTIFIER
## [25029] UNENCRYPTED_IDENTIFIER
## [25030] UNENCRYPTED_IDENTIFIER
## [25031] UNKN_UNKN
## [25032] UNENCRYPTED_IDENTIFIER
## [25033] UNENCRYPTED_IDENTIFIER
## [25034] UNENCRYPTED_IDENTIFIER
## [25035] UNENCRYPTED_IDENTIFIER
## [25036] UNENCRYPTED_IDENTIFIER
## [25037] UNENCRYPTED_IDENTIFIER
## [25038] UNKN_UNKN
## [25039] UNENCRYPTED_IDENTIFIER
## [25040] UNKN_UNKN
## [25041] UNENCRYPTED_IDENTIFIER
## [25042] UNENCRYPTED_IDENTIFIER
## [25043] UNKN_UNKN
## [25044] UNKN_UNKN
## [25045] UNKN_UNKN
## [25046] UNKN_UNKN
## [25047] UNENCRYPTED_IDENTIFIER
## [25048] UNENCRYPTED_IDENTIFIER
## [25049] UNKN_UNKN
## [25050] UNENCRYPTED_IDENTIFIER
## [25051] UNKN_UNKN
## [25052] UNKN_UNKN
## [25053] UNENCRYPTED_IDENTIFIER
## [25054] UNKN_UNKN
## [25055] UNKN_UNKN
## [25056] UNKN_UNKN
## [25057] UNENCRYPTED_UNKN
## [25058] UNENCRYPTED_IDENTIFIER
## [25059] UNENCRYPTED_IDENTIFIER
## [25060] UNKN_UNKN
## [25061] UNKN_UNKN
## [25062] UNKN_UNKN
## [25063] UNKN_UNKN
## [25064] UNKN_UNKN
## [25065] UNKN_UNKN
## [25066] UNKN_UNKN
## [25067] UNENCRYPTED_IDENTIFIER
## [25068] UNKN_UNKN
## [25069] UNENCRYPTED_HEALTH
## [25070] UNENCRYPTED_IDENTIFIER
## [25071] UNKN_UNKN
## [25072] UNKN_UNKN
## [25073] UNKN_UNKN
## [25074] UNENCRYPTED_IDENTIFIER
## [25075] UNKN_UNKN
## [25076] UNENCRYPTED_IDENTIFIER
## [25077] UNENCRYPTED_IDENTIFIER
## [25078] UNKN_UNKN
## [25079] UNENCRYPTED_IDENTIFIER
## [25080] UNENCRYPTED_IDENTIFIER
## [25081] UNENCRYPTED_IDENTIFIER
## [25082] UNKN_UNKN
## [25083] UNKN_UNKN
## [25084] UNENCRYPTED_IDENTIFIER
## [25085] UNENCRYPTED_IDENTIFIER
## [25086] UNENCRYPTED_IDENTIFIER
## [25087] UNKN_UNKN
## [25088] UNKN_UNKN
## [25089] UNKN_UNKN
## [25090] UNENCRYPTED_IDENTIFIER
## [25091] UNENCRYPTED_IDENTIFIER
## [25092] UNKN_UNKN
## [25093] UNENCRYPTED_IDENTIFIER
## [25094] UNKN_UNKN
## [25095] UNENCRYPTED_IDENTIFIER
## [25096] UNENCRYPTED_IDENTIFIER
## [25097] UNENCRYPTED_IDENTIFIER
## [25098] UNENCRYPTED_IDENTIFIER
## [25099] UNKN_UNKN
## [25100] UNKN_UNKN
## [25101] UNKN_UNKN
## [25102] UNKN_UNKN
## [25103] UNENCRYPTED_IDENTIFIER
## [25104] UNKN_UNKN
## [25105] UNENCRYPTED_IDENTIFIER
## [25106] UNENCRYPTED_IDENTIFIER
## [25107] UNENCRYPTED_IDENTIFIER
## [25108] UNKN_UNKN
## [25109] UNKN_UNKN
## [25110] UNENCRYPTED_IDENTIFIER
## [25111] UNKN_UNKN
## [25112] UNENCRYPTED_IDENTIFIER
## [25113] UNENCRYPTED_IDENTIFIER
## [25114] UNENCRYPTED_IDENTIFIER
## [25115] UNENCRYPTED_IDENTIFIER
## [25116] UNKN_UNKN
## [25117] UNKN_UNKN
## [25118] UNENCRYPTED_HEALTH
## [25119] UNKN_UNKN
## [25120] UNKN_UNKN
## [25121] UNENCRYPTED_IDENTIFIER
## [25122] UNENCRYPTED_IDENTIFIER
## [25123] UNENCRYPTED_IDENTIFIER
## [25124] UNKN_UNKN
## [25125] UNENCRYPTED_IDENTIFIER
## [25126] UNENCRYPTED_HEALTH
## [25127] UNKN_UNKN
## [25128] UNKN_UNKN
## [25129] UNENCRYPTED_IDENTIFIER
## [25130] UNENCRYPTED_IDENTIFIER
## [25131] UNKN_UNKN
## [25132] UNENCRYPTED_IDENTIFIER
## [25133] UNENCRYPTED_IDENTIFIER
## [25134] UNKN_UNKN
## [25135] UNKN_UNKN
## [25136] UNENCRYPTED_IDENTIFIER
## [25137] UNENCRYPTED_IDENTIFIER
## [25138] UNENCRYPTED_IDENTIFIER
## [25139] UNKN_UNKN
## [25140] UNENCRYPTED_IDENTIFIER
## [25141] UNKN_UNKN
## [25142] UNKN_UNKN
## [25143] UNENCRYPTED_IDENTIFIER
## [25144] UNKN_UNKN
## [25145] UNKN_UNKN
## [25146] UNKN_UNKN
## [25147] UNENCRYPTED_IDENTIFIER
## [25148] UNKN_UNKN
## [25149] UNENCRYPTED_IDENTIFIER
## [25150] UNKN_UNKN
## [25151] UNKN_UNKN
## [25152] UNENCRYPTED_IDENTIFIER
## [25153] UNENCRYPTED_IDENTIFIER
## [25154] UNENCRYPTED_IDENTIFIER
## [25155] UNENCRYPTED_HEALTH
## [25156] UNENCRYPTED_IDENTIFIER
## [25157] UNKN_UNKN
## [25158] UNENCRYPTED_UNKN
## [25159] UNKN_UNKN
## [25160] UNENCRYPTED_IDENTIFIER
## [25161] UNENCRYPTED_HEALTH
## [25162] UNKN_UNKN
## [25163] UNENCRYPTED_IDENTIFIER
## [25164] UNKN_UNKN
## [25165] UNENCRYPTED_IDENTIFIER
## [25166] UNENCRYPTED_IDENTIFIER
## [25167] UNENCRYPTED_IDENTIFIER
## [25168] UNENCRYPTED_IDENTIFIER
## [25169] UNENCRYPTED_IDENTIFIER
## [25170] UNENCRYPTED_IDENTIFIER
## [25171] UNENCRYPTED_IDENTIFIER
## [25172] UNKN_UNKN
## [25173] UNENCRYPTED_IDENTIFIER
## [25174] UNKN_UNKN
## [25175] UNKN_UNKN
## [25176] UNKN_UNKN
## [25177] UNKN_UNKN
## [25178] UNENCRYPTED_IDENTIFIER
## [25179] UNKN_UNKN
## [25180] UNKN_UNKN
## [25181] UNKN_UNKN
## [25182] UNENCRYPTED_IDENTIFIER
## [25183] UNKN_UNKN
## [25184] UNENCRYPTED_IDENTIFIER
## [25185] UNKN_UNKN
## [25186] UNENCRYPTED_IDENTIFIER
## [25187] UNENCRYPTED_IDENTIFIER
## [25188] UNKN_UNKN
## [25189] UNENCRYPTED_IDENTIFIER
## [25190] UNENCRYPTED_IDENTIFIER
## [25191] UNKN_UNKN
## [25192] UNENCRYPTED_IDENTIFIER
## [25193] UNKN_UNKN
## [25194] UNENCRYPTED_IDENTIFIER
## [25195] UNENCRYPTED_IDENTIFIER
## [25196] UNENCRYPTED_IDENTIFIER
## [25197] UNKN_UNKN
## [25198] UNKN_UNKN
## [25199] UNKN_UNKN
## [25200] UNKN_UNKN
## [25201] UNENCRYPTED_IDENTIFIER
## [25202] UNKN_UNKN
## [25203] UNENCRYPTED_IDENTIFIER
## [25204] UNKN_UNKN
## [25205] UNENCRYPTED_IDENTIFIER
## [25206] UNENCRYPTED_IDENTIFIER
## [25207] UNENCRYPTED_IDENTIFIER
## [25208] UNENCRYPTED_IDENTIFIER
## [25209] UNENCRYPTED_IDENTIFIER
## [25210] UNENCRYPTED_IDENTIFIER
## [25211] UNKN_UNKN
## [25212] UNKN_UNKN
## [25213] UNENCRYPTED_IDENTIFIER
## [25214] UNKN_UNKN
## [25215] UNKN_UNKN
## [25216] UNKN_UNKN
## [25217] UNENCRYPTED_IDENTIFIER
## [25218] UNKN_UNKN
## [25219] UNENCRYPTED_SENSITIVE-GOV
## [25220] UNENCRYPTED_IDENTIFIER
## [25221] UNKN_UNKN
## [25222] UNKN_UNKN
## [25223] UNENCRYPTED_IDENTIFIER
## [25224] UNKN_UNKN
## [25225] UNKN_UNKN
## [25226] UNKN_UNKN
## [25227] UNKN_UNKN
## [25228] UNKN_UNKN
## [25229] UNKN_UNKN
## [25230] UNKN_UNKN
## [25231] UNENCRYPTED_IDENTIFIER
## [25232] UNENCRYPTED_IDENTIFIER
## [25233] UNENCRYPTED_IDENTIFIER
## [25234] UNENCRYPTED_IDENTIFIER
## [25235] UNENCRYPTED_IDENTIFIER
## [25236] UNENCRYPTED_SENSITIVE-LOGIN
## [25237] UNENCRYPTED_IDENTIFIER
## [25238] UNENCRYPTED_IDENTIFIER
## [25239] UNENCRYPTED_IDENTIFIER
## [25240] UNENCRYPTED_IDENTIFIER
## [25241] UNENCRYPTED_IDENTIFIER
## [25242] UNENCRYPTED_IDENTIFIER
## [25243] UNKN_UNKN
## [25244] UNKN_UNKN
## [25245] UNENCRYPTED_IDENTIFIER
## [25246] UNENCRYPTED_IDENTIFIER
## [25247] UNKN_UNKN
## [25248] UNENCRYPTED_IDENTIFIER
## [25249] UNKN_UNKN
## [25250] UNKN_UNKN
## [25251] UNENCRYPTED_IDENTIFIER
## [25252] UNENCRYPTED_IDENTIFIER
## [25253] UNKN_UNKN
## [25254] UNENCRYPTED_IDENTIFIER
## [25255] UNENCRYPTED_HEALTH
## [25256] UNKN_UNKN
## 99 Levels: COMMERCIAL_BIOMETRIC ENCRIPTED_BIOMETRIC ... UNKNOWN_UNKNData Split
SPLITTING THE DATASET BEFORE MODEL CREATIONS
This split is for models that do not require the severity characteristic because it will not filter by MED organization
First, we are going to create the severity variable from the PRC Clean V2 dataset.
# Load necessary libraries
library(dplyr)
library(scales)
# Load existing dataset
# Assuming your dataset is in a CSV file named 'PRC2024_CleanV2.csv'
data <- read.csv('PRC2024_CleanV2.csv')
# Normalize 'Max.Records.Impacted'
data <- data %>%
mutate(normalized_records = rescale(Max.Records.Impacted))
# Identify unique values in 'Breach.Input' and 'Organization.Type'
unique_attacks <- unique(data$Breach.Input)
unique_industries <- unique(data$Organization.Type)
# Generate mappings for the unique values
attack_mapping <- setNames(seq(0.1, 1, length.out = length(unique_attacks)), unique_attacks)
industry_mapping <- setNames(seq(0.1, 1, length.out = length(unique_industries)), unique_industries)
# Map 'Breach.Input' and 'Organization.Type' to numerical values
data <- data %>%
mutate(attack_score = attack_mapping[Breach.Input],
industry_score = industry_mapping[Organization.Type])
# Calculate severity score
data <- data %>%
mutate(severity_score = 0.5 * normalized_records +
0.3 * attack_score +
0.2 * industry_score)
# Function to create severity category based on given conditions
create_severity <- function(data) {
data$severity_category <- with(data, ifelse(
Max.Records.Impacted >= 1 & Max.Records.Impacted <= 499, "Below500",
ifelse(Max.Records.Impacted >= 500 & Max.Records.Impacted <= 2000, "Low",
ifelse(Max.Records.Impacted >= 2001 & Max.Records.Impacted <= 4000, "Med", "High")
)))
return(data)
}
# Apply the function to the dataset
data <- create_severity(data)
# View the dataset with the new columns
view(data)Save the new dataset as ‘prc_with_severity.csv’
# Save the new dataset as 'prc_with_severity.csv'
write.csv(data, 'prc_with_severity.csv', row.names = FALSE)prc_with_severity <- read.csv('prc_with_severity.csv')
view(prc_with_severity)summary(prc_with_severity)## Index Name.of.Entity Source Organization.Type
## Min. : 2 Length:25256 Length:25256 Length:25256
## 1st Qu.: 8867 Class :character Class :character Class :character
## Median :17630 Mode :character Mode :character Mode :character
## Mean :17617
## 3rd Qu.:26386
## Max. :35166
## Organization.Type.Explanation Breach.Type Breach.Input
## Length:25256 Length:25256 Length:25256
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
## Breach.Type.Explanation Max.Records.Impacted Max.Records.Impacted.Explanation
## Length:25256 Min. :0.000e+00 Length:25256
## Class :character 1st Qu.:8.000e+00 Class :character
## Mode :character Median :5.020e+02 Mode :character
## Mean :5.290e+05
## 3rd Qu.:3.383e+03
## Max. :2.000e+09
## Information.Types Encryption.Status Information.Types.Description
## Length:25256 Length:25256 Length:25256
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
## State breach.location.explanation Description.of.Breach
## Length:25256 Length:25256 Length:25256
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
## Reported.Date.New Date.of.Breach.New Year.of.Breach normalized_records
## Length:25256 Length:25256 Min. :2006 Min. :0.0000000
## Class :character Class :character 1st Qu.:2016 1st Qu.:0.0000000
## Mode :character Mode :character Median :2018 Median :0.0000003
## Mean :2018 Mean :0.0002645
## 3rd Qu.:2020 3rd Qu.:0.0000017
## Max. :2023 Max. :1.0000000
## attack_score industry_score severity_score severity_category
## Min. :0.1000 Min. :0.1000 Min. :0.0500 Length:25256
## 1st Qu.:0.1000 1st Qu.:0.1000 1st Qu.:0.0950 Class :character
## Median :0.2500 Median :0.3571 Median :0.1465 Mode :character
## Mean :0.2696 Mean :0.3935 Mean :0.1597
## 3rd Qu.:0.2500 3rd Qu.:0.6143 3rd Qu.:0.1979
## Max. :1.0000 Max. :1.0000 Max. :0.6014str(prc_with_severity)## 'data.frame': 25256 obs. of 24 variables:
## $ Index : int 2 3 4 5 6 7 8 9 11 12 ...
## $ Name.of.Entity : chr "Gannett Company Inc." "Somerset County" "Bed Bath & Beyond Inc." "Angola Wire Products Inc." ...
## $ Source : chr "IA" "IN" "ME" "IN" ...
## $ Organization.Type : chr "BSO" "GOV" "BSR" "BSO" ...
## $ Organization.Type.Explanation : chr "Gannett Company, Inc. is primarily a media company involved in publishing industries, making it a BSO type of organization." "The name 'Somerset County' indicates it is a local government entity, as counties are typically administrative "| __truncated__ "Bed Bath & Beyond Inc. is a retail business, which falls into the category of Retail Businesses (BSR)." "Angola Wire Products Inc. appears to be a manufacturing company, which classifies it as a 'BSO' since it falls "| __truncated__ ...
## $ Breach.Type : chr "HACK" "UNKN" "UNKN" "UNKN" ...
## $ Breach.Input : chr "HACK" "INSD" "CARD" "INSD" ...
## $ Breach.Type.Explanation : chr "The breach was a result of a phishing attack targeting HR department members which led to the compromise of Off"| __truncated__ "The breach type is classified as 'UNKN' due to the lack of specific information given about the nature of the b"| __truncated__ "Insufficient details about the breach are provided. It is unclear whether it was a hacking incident, an interna"| __truncated__ "The data breach report does not provide specific information about how the breach occurred. The method and natu"| __truncated__ ...
## $ Max.Records.Impacted : num 18100 14599 1 1085 1 ...
## $ Max.Records.Impacted.Explanation: chr "The data breach notification letter states that approximately 18,100 individuals were affected by this incident"| __truncated__ "The maximum number of records impacted is determined to be 14,599, which is the total provided from the source."| __truncated__ "Although the total records impacted are not provided, the source states that there was 1 state record impacted."| __truncated__ "The source provided a total of 1,085 records impacted, and no specific count was provided in the data breach no"| __truncated__ ...
## $ Information.Types : chr "IDENTIFIER" "UNKN" "UNKN" "UNKN" ...
## $ Encryption.Status : chr "UNENCRYPTED" "UNKN" "UNKN" "UNKN" ...
## $ Information.Types.Description : chr "Names and contact information were involved in the breach.}" "No specific information about the types of information exposed in the breach is provided.}]" "The data breach notification provides no details regarding the types of information that were impacted in the breach.}]" "The description does not provide any information regarding the types of information exposed in the breach.}]" ...
## $ State : chr "Virginia" "Indiana" "New Jersey" "Indiana" ...
## $ breach.location.explanation : chr "The location information is provided at the end of the data breach notification letter where Pat McClanahan, Vi"| __truncated__ "The breach notification does not include specific location details such as street, city, state, or zip code. Ho"| __truncated__ "The breach notification does not provide specific location details for Bed Bath & Beyond Inc. However, as of th"| __truncated__ "The breach notification source indicates that the entity is located in Indiana, but no specific city, street ad"| __truncated__ ...
## $ Description.of.Breach : chr "Gannett Company, Inc. experienced a phishing attack compromising the Office 365 and email account credentials o"| __truncated__ "The breach at Somerset County occurred on May 19, 2022, and was reported on September 28, 2022. There is no spe"| __truncated__ "Bed Bath & Beyond Inc. experienced a data breach between November 21, 2017, and December 8, 2017, which was dis"| __truncated__ "The breach occurred on January 5, 2023, and was reported on June 2, 2023. Specific details of the breach, inclu"| __truncated__ ...
## $ Reported.Date.New : chr "2017-04-28" "2022-09-28" "2018-02-13" "2023-06-02" ...
## $ Date.of.Breach.New : chr "2017-03-29" "2022-08-29" "2017-12-08" "2023-05-03" ...
## $ Year.of.Breach : int 2017 2022 2017 2023 2017 2016 2013 2018 2020 2017 ...
## $ normalized_records : num 9.05e-06 7.30e-06 5.00e-10 5.42e-07 5.00e-10 ...
## $ attack_score : num 0.1 0.25 0.4 0.25 0.25 0.25 0.25 0.25 0.1 0.1 ...
## $ industry_score : num 0.1 0.229 0.357 0.1 0.1 ...
## $ severity_score : num 0.05 0.121 0.191 0.095 0.095 ...
## $ severity_category : chr "High" "High" "Below500" "Low" ...columns_with_NAs <- colnames(prc_with_severity)[colSums(is.na(prc_with_severity)) > 0]
print(columns_with_NAs)## character(0)# Load necessary libraries
library(dplyr)
# Assuming the prc_with_severity dataset is already loaded
# Example: prc_with_severity <- read.csv('prc_with_severity.csv')
# Create severity_score_categorical based on the ranges of severity_score
prc_with_severity <- prc_with_severity %>%
mutate(severity_score_categorical = case_when(
severity_score < 0.25 ~ "Low",
severity_score >= 0.25 & severity_score <= 0.5 ~ "Med",
severity_score > 0.5 & severity_score <= 0.75 ~ "High",
severity_score > 0.75 ~ "Very High"
))
# Check the resulting dataset to ensure the new column was added correctly
view(prc_with_severity)# Save the new dataset as 'prc_with_severity.csv'
write.csv(data, 'prc_with_severity.csv', row.names = FALSE)Now lets split the new dataset to be used in the below models
# Load necessary libraries
library(dplyr)
# Assuming the prc_with_severity dataset is already loaded
# Example: prc_with_severity <- read.csv('prc_with_severity.csv')
# Create severity_score_categorical based on the ranges of severity_score
prc_with_severity <- prc_with_severity %>%
mutate(severity_score_categorical = case_when(
severity_score < 0.25 ~ "Low",
severity_score >= 0.25 & severity_score <= 0.5 ~ "Med",
severity_score > 0.5 & severity_score <= 0.75 ~ "High",
severity_score > 0.75 ~ "Very High"
))
# Set seed for reproducibility
set.seed(123)
# Calculate number of data points in the dataset
n <- nrow(prc_with_severity)
n_train <- floor(0.70 * n)
n_val <- floor(0.10 * n)
n_test <- n - n_train - n_val # This ensures all data is used
# Create a random permutation of indices
indices <- sample(seq_len(n))
# Assign indices to each dataset
train_indices <- indices[seq_len(n_train)]
val_indices <- indices[(n_train + 1):(n_train + n_val)]
test_indices <- indices[(n_train + n_val + 1):n]
# Split the data
train_data_sev <- prc_with_severity[train_indices, ]
val_data_sev <- prc_with_severity[val_indices, ]
test_data_sev <- prc_with_severity[test_indices, ]
# Save the split datasets
write.csv(train_data_sev, 'train_data_sev.csv', row.names = FALSE)
write.csv(val_data_sev, 'val_data_sev.csv', row.names = FALSE)
write.csv(test_data_sev, 'test_data_sev.csv', row.names = FALSE)
# view dataset to verify
view(train_data_sev)
view(val_data_sev)
view(test_data_sev)RQ1
THE FOLLOWING MODELS ANSWER RESEARCH QUESTION 1-
RQ1: What are the characteristics of data breaches that predict the nature and severity of the attacks most effectively?
Separating the models
# Load necessary libraries
library(dplyr)
library(randomForest)## randomForest 4.7-1.1## Type rfNews() to see new features/changes/bug fixes.library(xgboost)
library(caret)## Loading required package: latticelibrary(pROC)## Type 'citation("pROC")' for a citation.# Assume the datasets are already loaded into R as train_data_sev, val_data_sev, and test_data_sev
# Copy datasets and create new ones ending with _RQ1
train_data_RQ1 <- train_data_sev
val_data_RQ1 <- val_data_sev
test_data_RQ1 <- test_data_sev
# Create attack_size variable from the severity_category
train_data_RQ1 <- train_data_RQ1 %>% mutate(attack_size = as.factor(severity_category))
val_data_RQ1 <- val_data_RQ1 %>% mutate(attack_size = as.factor(severity_category))
test_data_RQ1 <- test_data_RQ1 %>% mutate(attack_size = as.factor(severity_category))
# Filter datasets to Organization.Type = "MED"
train_data_RQ1 <- train_data_RQ1 %>% dplyr::filter(Organization.Type == "MED")
val_data_RQ1 <- val_data_RQ1 %>% dplyr::filter(Organization.Type == "MED")
test_data_RQ1 <- test_data_RQ1 %>% dplyr::filter(Organization.Type == "MED")
# Convert character variables to numerical values
char_vars <- c("Breach.Input", "Information.Types", "Encryption.Status", "State")
for (var in char_vars) {
levels <- unique(c(train_data_RQ1[[var]], val_data_RQ1[[var]], test_data_RQ1[[var]]))
train_data_RQ1[[var]] <- as.numeric(factor(train_data_RQ1[[var]], levels = levels))
val_data_RQ1[[var]] <- as.numeric(factor(val_data_RQ1[[var]], levels = levels))
test_data_RQ1[[var]] <- as.numeric(factor(test_data_RQ1[[var]], levels = levels))
}
# Prepare data for modeling
predictors <- c("Breach.Input", "Information.Types", "Encryption.Status", "State")
response <- "attack_size"
train_matrix <- data.matrix(train_data_RQ1[, predictors])
train_labels <- as.numeric(train_data_RQ1[[response]])
val_matrix <- data.matrix(val_data_RQ1[, predictors])
val_labels <- as.numeric(val_data_RQ1[[response]])
test_matrix <- data.matrix(test_data_RQ1[, predictors])
test_labels <- as.numeric(test_data_RQ1[[response]])
# Ensure levels are consistent across datasets
# Convert back to factor for training Random Forest
train_labels_factor <- factor(train_labels, levels = unique(train_labels))
val_labels_factor <- factor(val_labels, levels = unique(val_labels))
test_labels_factor <- factor(test_labels, levels = unique(test_labels))RF
# Load necessary libraries
library(randomForest)
library(caret)
library(pROC) # For ROC curves
# Train Random Forest model
rf_model_RQ1 <- randomForest(x = train_matrix, y = train_labels_factor, importance = TRUE)
# Predict using the trained Random Forest model and get class predictions
rf_predictions <- predict(rf_model_RQ1, test_matrix, type = "response")
# Convert predicted factors to numeric labels if necessary
rf_predictions_numeric <- as.numeric(rf_predictions)
# Function to evaluate the model
evaluate_rf_model <- function(true_labels, predictions) {
true_labels_factor <- factor(true_labels, levels = unique(true_labels))
predictions_factor <- factor(predictions, levels = levels(true_labels_factor))
confusion <- confusionMatrix(predictions_factor, true_labels_factor)
# For multiclass ROC, we need probabilities. Let's get them.
# Since we already have class predictions, we need to adjust the function.
# For ROC AUC in multiclass, we'll calculate the average AUC over all classes.
# Calculate ROC AUC for each class
roc_list <- multiclass.roc(true_labels, as.numeric(predictions_factor))
auc_value <- auc(roc_list)
list(
accuracy = confusion$overall['Accuracy'],
f1_score = confusion$byClass[,'F1'],
precision = confusion$byClass[,'Precision'],
recall = confusion$byClass[,'Recall'],
roc_auc = auc_value,
confusion_matrix = confusion$table
)
}
# Evaluate the Random Forest model
rf_evaluation_RQ1 <- evaluate_rf_model(test_labels_factor, rf_predictions)## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases# Print Random Forest evaluation metrics
print("Random Forest RQ1 Evaluation:")## [1] "Random Forest RQ1 Evaluation:"print(rf_evaluation_RQ1)## $accuracy
## Accuracy
## 0.477533
##
## $f1_score
## Class: 2 Class: 1 Class: 3 Class: 4
## 0.58407080 0.01574803 0.47761194 0.02453988
##
## $precision
## Class: 2 Class: 1 Class: 3 Class: 4
## 0.4636015 0.3333333 0.5191740 0.2000000
##
## $recall
## Class: 2 Class: 1 Class: 3 Class: 4
## 0.789130435 0.008064516 0.442211055 0.013071895
##
## $roc_auc
## Multi-class area under the curve: 0.5516
##
## $confusion_matrix
## Reference
## Prediction 2 1 3 4
## 2 363 100 217 103
## 1 1 1 1 0
## 3 92 23 176 48
## 4 4 0 4 2XGboost
# Load necessary library
library(xgboost)
library(caret)
library(pROC) # For ROC curves
# Adjust labels for zero-based indexing
train_labels_xgb <- as.numeric(train_labels_factor) - 1 # Zero-based indexing
test_labels_xgb <- as.numeric(test_labels_factor) - 1 # Zero-based indexing
# Train XGBoost model to output probabilities
xgb_model_RQ1 <- xgboost(data = train_matrix, label = train_labels_xgb, nrounds = 100,
objective = "multi:softprob", num_class = length(levels(train_labels_factor)),
verbose = FALSE)
# Predict using the trained XGBoost model and get probabilities
xgb_predictions_prob <- predict(xgb_model_RQ1, test_matrix)
# Reshape the predictions to a matrix with number of columns equal to num_class
num_class <- length(levels(train_labels_factor))
xgb_predictions_prob_matrix <- matrix(xgb_predictions_prob, ncol = num_class, byrow = TRUE)
# Get predicted classes (the class with the highest probability)
xgb_predictions_numeric <- max.col(xgb_predictions_prob_matrix) - 1 # Zero-based indexing
# Function to evaluate the model
evaluate_xgb_model <- function(true_labels, predictions) {
true_labels_factor <- factor(true_labels, levels = 0:(num_class - 1))
predictions_factor <- factor(predictions, levels = 0:(num_class - 1))
confusion <- confusionMatrix(predictions_factor, true_labels_factor)
# Calculate ROC AUC for each class
roc_list <- multiclass.roc(true_labels, predictions)
auc_value <- auc(roc_list)
list(
accuracy = confusion$overall['Accuracy'],
f1_score = confusion$byClass[,'F1'],
precision = confusion$byClass[,'Precision'],
recall = confusion$byClass[,'Recall'],
roc_auc = auc_value,
confusion_matrix = confusion$table
)
}
# Evaluate the XGBoost model
xgb_evaluation_RQ1 <- evaluate_xgb_model(test_labels_xgb, xgb_predictions_numeric)## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases# Print XGBoost evaluation metrics
print("XGBoost RQ1 Evaluation:")## [1] "XGBoost RQ1 Evaluation:"print(xgb_evaluation_RQ1)## $accuracy
## Accuracy
## 0.1814978
##
## $f1_score
## Class: 0 Class: 1 Class: 2 Class: 3
## 0.23407022 NaN 0.08385744 0.22222222
##
## $precision
## Class: 0 Class: 1 Class: 2 Class: 3
## 0.2912621 0.0000000 0.2531646 0.1350211
##
## $recall
## Class: 0 Class: 1 Class: 2 Class: 3
## 0.19565217 0.00000000 0.05025126 0.62745098
##
## $roc_auc
## Multi-class area under the curve: 0.448
##
## $confusion_matrix
## Reference
## Prediction 0 1 2 3
## 0 90 12 159 48
## 1 12 0 19 5
## 2 18 37 20 4
## 3 340 75 200 96Feature importance plot RF
# Load necessary library for plotting
library(ggplot2)
# Extract the importance from the trained Random Forest model
importance_values <- as.data.frame(rf_model_RQ1$importance)
# Ensure the MeanDecreaseAccuracy is available
importance_df <- data.frame(
Feature = rownames(importance_values),
Importance = importance_values$MeanDecreaseAccuracy # Access Mean Decrease Accuracy
)
# Reorder the data by importance in decreasing order
importance_df <- importance_df %>% arrange(desc(Importance))
# Create a ggplot bar plot for feature importance
ggplot(importance_df, aes(x = reorder(Feature, Importance), y = Importance)) +
geom_bar(stat = "identity", fill = "skyblue") +
coord_flip() + # Flip coordinates for horizontal bars
labs(title = "Random Forest Feature Importance", x = "Features", y = "Importance (Mean Decrease Accuracy)") +
theme_minimal()
Feautre importance XGBoost
# Load necessary library for plotting
library(ggplot2)
# Extract XGBoost feature importance
xgb_importance <- xgb.importance(model = xgb_model_RQ1)
# Order the importance by Gain in decreasing order
xgb_importance_df <- xgb_importance[order(xgb_importance$Gain, decreasing = TRUE), ]
# Plot XGBoost Feature Importance with a custom color (e.g., "blue")
ggplot(xgb_importance_df, aes(x = reorder(Feature, Gain), y = Gain)) +
geom_bar(stat = "identity", fill = "blue") + # Change fill color to blue
coord_flip() + # Flip coordinates for horizontal bars
xlab("Feature") +
ylab("Importance (Gain)") +
ggtitle("XGBoost Feature Importance") +
theme_minimal() # Use a minimal theme for a cleaner look
ROC AUC PLOT
Comparison of both ROC AUC metrics
RF AUC Extraction
# Evaluate the Random Forest model
rf_evaluation_RQ1 <- evaluate_rf_model(test_labels_factor, rf_predictions)## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases# Extract the AUC value
rf_roc_auc <- rf_evaluation_RQ1$roc_aucFor the XGBoost AUC Extraction
# Evaluate the XGBoost model
xgb_evaluation_RQ1 <- evaluate_xgb_model(test_labels_xgb, xgb_predictions_numeric)## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases# Extract the AUC value
xgb_roc_auc <- xgb_evaluation_RQ1$roc_auc# Create a vector of AUC values
auc_values <- c(rf_roc_auc, xgb_roc_auc)
model_names <- c("Random Forest", "XGBoost")
# Combine into a data frame
auc_data <- data.frame(Model = model_names, AUC = auc_values)
# Round AUC values for display
auc_data$AUC <- round(auc_data$AUC, 4)
# Load necessary library
library(ggplot2)
# Create a bar chart to compare AUC values
auc_plot <- ggplot(auc_data, aes(x = Model, y = AUC, fill = Model)) +
geom_bar(stat = "identity", width = 0.5) +
geom_text(aes(label = AUC), vjust = -0.3, size = 5) +
ylim(0, 1) +
labs(title = "Comparison of AUC Values", y = "AUC Value") +
theme_minimal() +
theme(legend.position = "none")
# Print the plot
print(auc_plot)
ROC curves
library(pROC)
# Function to Plot ROC Curves for Each Model
plot_roc_curves <- function(true_labels, predictions, model_name) {
# Compute ROC curves
roc_curves <- multiclass.roc(true_labels, predictions)
# Inspect the structure of the roc_curves object
print(str(roc_curves))
# Prepare the plot with a title and appropriate limits
plot(x = NULL, y = NULL, type = "n", xlim = c(0, 1), ylim = c(0, 1),
xlab = "False Positive Rate", ylab = "True Positive Rate",
main = paste("ROC Curve Comparison for", model_name))
# Adding ROC curves to the plot
for(i in seq_along(roc_curves$rocs)) {
curve <- roc_curves$rocs[[i]]
lines(curve$sensitivities, 1 - curve$specificities, col = rainbow(length(roc_curves$rocs))[i], lwd = 2)
# Check if AUCs are numeric and print them
if(is.numeric(roc_curves$aucs[i])) {
text(x = 0.5, y = 0.1*i, labels = paste("Class", i, "AUC =", round(roc_curves$aucs[i], 3)), col = rainbow(length(roc_curves$rocs))[i])
} else {
text(x = 0.5, y = 0.1*i, labels = paste("Class", i, "AUC = NA"), col = rainbow(length(roc_curves$rocs))[i])
}
}
# Add a legend to the plot
legend("bottomright", legend = lapply(seq_along(roc_curves$rocs), function(i) {
if(is.numeric(roc_curves$aucs[i])) {
paste("Class", i, "AUC =", round(roc_curves$aucs[i], 3))
} else {
paste("Class", i, "AUC = NA")
}
}), col = rainbow(length(roc_curves$rocs)), lwd = 2)
}
# Assuming test_labels, rf_predictions_numeric, xgb_predictions_numeric are correctly defined:
# Plot ROC Curves for Random Forest
plot_roc_curves(test_labels, rf_predictions_numeric, "Random Forest")## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases## List of 7
## $ response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## $ predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## $ percent : logi FALSE
## $ levels : chr [1:4] "1" "2" "3" "4"
## $ rocs :List of 6
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.8 0.791 0.789 0
## .. ..$ specificities : num [1:5] 0 0.185 0.185 0.194 1
## .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:460] 4 1 1 1 4 4 1 4 4 4 ...
## .. ..$ controls : num [1:124] 4 3 4 4 4 4 4 4 4 4 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:584] 4 1 4 1 3 1 4 4 4 4 ...
## .. ..$ response : num [1:584] 2 2 1 2 1 2 2 1 1 1 ...
## .. ..$ levels : chr [1:2] "1" "2"
## .. ..- attr(*, "class")= chr "roc"
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.558 0.548 0.545 0
## .. ..$ specificities : num [1:5] 0 0.185 0.185 0.194 1
## .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:398] 4 1 4 4 1 4 4 4 4 4 ...
## .. ..$ controls : num [1:124] 4 3 4 4 4 4 4 4 4 4 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:522] 4 4 3 1 4 4 4 1 4 4 ...
## .. ..$ response : num [1:522] 1 3 1 3 3 1 3 3 1 1 ...
## .. ..$ levels : chr [1:2] "1" "3"
## .. ..- attr(*, "class")= chr "roc"
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.686 0.673 0.673 0
## .. ..$ specificities : num [1:5] 0 0.185 0.185 0.194 1
## .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:153] 4 1 4 4 1 4 1 4 4 4 ...
## .. ..$ controls : num [1:124] 4 3 4 4 4 4 4 4 4 4 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:277] 4 3 4 4 4 4 1 4 4 4 ...
## .. ..$ response : num [1:277] 1 1 1 1 1 4 4 4 4 1 ...
## .. ..$ levels : chr [1:2] "1" "4"
## .. ..- attr(*, "class")= chr "roc"
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.558 0.548 0.545 0
## .. ..$ specificities : num [1:5] 0 0.2 0.209 0.211 1
## .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:398] 4 1 4 4 1 4 4 4 4 4 ...
## .. ..$ controls : num [1:460] 4 1 1 1 4 4 1 4 4 4 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:858] 4 1 1 4 1 1 4 4 4 1 ...
## .. ..$ response : num [1:858] 2 2 2 3 3 2 3 2 3 3 ...
## .. ..$ levels : chr [1:2] "2" "3"
## .. ..- attr(*, "class")= chr "roc"
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.686 0.673 0.673 0
## .. ..$ specificities : num [1:5] 0 0.2 0.209 0.211 1
## .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:153] 4 1 4 4 1 4 1 4 4 4 ...
## .. ..$ controls : num [1:460] 4 1 1 1 4 4 1 4 4 4 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:613] 4 1 1 1 4 4 1 4 4 4 ...
## .. ..$ response : num [1:613] 2 2 2 2 2 2 2 2 2 2 ...
## .. ..$ levels : chr [1:2] "2" "4"
## .. ..- attr(*, "class")= chr "roc"
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.686 0.673 0.673 0
## .. ..$ specificities : num [1:5] 0 0.442 0.452 0.455 1
## .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:153] 4 1 4 4 1 4 1 4 4 4 ...
## .. ..$ controls : num [1:398] 4 1 4 4 1 4 4 4 4 4 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:551] 4 1 4 4 1 4 4 4 4 4 ...
## .. ..$ response : num [1:551] 3 3 3 3 3 3 3 3 4 3 ...
## .. ..$ levels : chr [1:2] "3" "4"
## .. ..- attr(*, "class")= chr "roc"
## $ auc : 'multiclass.auc' num 0.446
## ..- attr(*, "percent")= logi FALSE
## ..- attr(*, "roc")=List of 5
## .. ..$ response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. ..$ percent : logi FALSE
## .. ..$ levels : chr [1:4] "1" "2" "3" "4"
## .. ..$ rocs :List of 6
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.8 0.791 0.789 0
## .. .. .. ..$ specificities : num [1:5] 0 0.185 0.185 0.194 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:460] 4 1 1 1 4 4 1 4 4 4 ...
## .. .. .. ..$ controls : num [1:124] 4 3 4 4 4 4 4 4 4 4 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:584] 4 1 4 1 3 1 4 4 4 4 ...
## .. .. .. ..$ response : num [1:584] 2 2 1 2 1 2 2 1 1 1 ...
## .. .. .. ..$ levels : chr [1:2] "1" "2"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.558 0.548 0.545 0
## .. .. .. ..$ specificities : num [1:5] 0 0.185 0.185 0.194 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:398] 4 1 4 4 1 4 4 4 4 4 ...
## .. .. .. ..$ controls : num [1:124] 4 3 4 4 4 4 4 4 4 4 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:522] 4 4 3 1 4 4 4 1 4 4 ...
## .. .. .. ..$ response : num [1:522] 1 3 1 3 3 1 3 3 1 1 ...
## .. .. .. ..$ levels : chr [1:2] "1" "3"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.686 0.673 0.673 0
## .. .. .. ..$ specificities : num [1:5] 0 0.185 0.185 0.194 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:153] 4 1 4 4 1 4 1 4 4 4 ...
## .. .. .. ..$ controls : num [1:124] 4 3 4 4 4 4 4 4 4 4 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:277] 4 3 4 4 4 4 1 4 4 4 ...
## .. .. .. ..$ response : num [1:277] 1 1 1 1 1 4 4 4 4 1 ...
## .. .. .. ..$ levels : chr [1:2] "1" "4"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.558 0.548 0.545 0
## .. .. .. ..$ specificities : num [1:5] 0 0.2 0.209 0.211 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:398] 4 1 4 4 1 4 4 4 4 4 ...
## .. .. .. ..$ controls : num [1:460] 4 1 1 1 4 4 1 4 4 4 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:858] 4 1 1 4 1 1 4 4 4 1 ...
## .. .. .. ..$ response : num [1:858] 2 2 2 3 3 2 3 2 3 3 ...
## .. .. .. ..$ levels : chr [1:2] "2" "3"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.686 0.673 0.673 0
## .. .. .. ..$ specificities : num [1:5] 0 0.2 0.209 0.211 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:153] 4 1 4 4 1 4 1 4 4 4 ...
## .. .. .. ..$ controls : num [1:460] 4 1 1 1 4 4 1 4 4 4 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:613] 4 1 1 1 4 4 1 4 4 4 ...
## .. .. .. ..$ response : num [1:613] 2 2 2 2 2 2 2 2 2 2 ...
## .. .. .. ..$ levels : chr [1:2] "2" "4"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.686 0.673 0.673 0
## .. .. .. ..$ specificities : num [1:5] 0 0.442 0.452 0.455 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 1.5 2.5 3.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:153] 4 1 4 4 1 4 1 4 4 4 ...
## .. .. .. ..$ controls : num [1:398] 4 1 4 4 1 4 4 4 4 4 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 4 1 4 1 4 3 1 1 4 4 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:551] 4 1 4 4 1 4 4 4 4 4 ...
## .. .. .. ..$ response : num [1:551] 3 3 3 3 3 3 3 3 4 3 ...
## .. .. .. ..$ levels : chr [1:2] "3" "4"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. ..- attr(*, "class")= chr "multiclass.roc"
## ..- attr(*, "partial.auc")= logi FALSE
## $ call : language multiclass.roc.default(response = true_labels, predictor = predictions)
## - attr(*, "class")= chr "multiclass.roc"
## NULL
# Plot ROC Curves for XGBoost
plot_roc_curves(test_labels, xgb_predictions_numeric, "XGBoost")## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases## List of 7
## $ response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## $ predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## $ percent : logi FALSE
## $ levels : chr [1:4] "1" "2" "3" "4"
## $ rocs :List of 6
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.804 0.778 0.739 0
## .. ..$ specificities : num [1:5] 0 0.0968 0.0968 0.3952 1
## .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:460] 3 0 0 0 3 3 0 3 3 3 ...
## .. ..$ controls : num [1:124] 2 2 3 2 3 2 2 3 3 3 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:584] 3 0 2 0 2 0 3 3 2 3 ...
## .. ..$ response : num [1:584] 2 2 1 2 1 2 2 1 1 1 ...
## .. ..$ levels : chr [1:2] "1" "2"
## .. ..- attr(*, "class")= chr "roc"
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.601 0.553 0.503 0
## .. ..$ specificities : num [1:5] 0 0.0968 0.0968 0.3952 1
## .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:398] 3 0 3 3 0 3 3 3 3 3 ...
## .. ..$ controls : num [1:124] 2 2 3 2 3 2 2 3 3 3 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:522] 2 3 2 0 3 3 3 0 2 3 ...
## .. ..$ response : num [1:522] 1 3 1 3 3 1 3 3 1 1 ...
## .. ..$ levels : chr [1:2] "1" "3"
## .. ..- attr(*, "class")= chr "roc"
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.686 0.654 0.627 0
## .. ..$ specificities : num [1:5] 0 0.0968 0.0968 0.3952 1
## .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:153] 3 1 3 3 0 3 0 3 3 3 ...
## .. ..$ controls : num [1:124] 2 2 3 2 3 2 2 3 3 3 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:277] 2 2 3 2 3 3 1 3 3 2 ...
## .. ..$ response : num [1:277] 1 1 1 1 1 4 4 4 4 1 ...
## .. ..$ levels : chr [1:2] "1" "4"
## .. ..- attr(*, "class")= chr "roc"
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.601 0.553 0.503 0
## .. ..$ specificities : num [1:5] 0 0.196 0.222 0.261 1
## .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:398] 3 0 3 3 0 3 3 3 3 3 ...
## .. ..$ controls : num [1:460] 3 0 0 0 3 3 0 3 3 3 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:858] 3 0 0 3 0 0 3 3 3 0 ...
## .. ..$ response : num [1:858] 2 2 2 3 3 2 3 2 3 3 ...
## .. ..$ levels : chr [1:2] "2" "3"
## .. ..- attr(*, "class")= chr "roc"
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.686 0.654 0.627 0
## .. ..$ specificities : num [1:5] 0 0.196 0.222 0.261 1
## .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:153] 3 1 3 3 0 3 0 3 3 3 ...
## .. ..$ controls : num [1:460] 3 0 0 0 3 3 0 3 3 3 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:613] 3 0 0 0 3 3 0 3 3 3 ...
## .. ..$ response : num [1:613] 2 2 2 2 2 2 2 2 2 2 ...
## .. ..$ levels : chr [1:2] "2" "4"
## .. ..- attr(*, "class")= chr "roc"
## ..$ :List of 14
## .. ..$ percent : logi FALSE
## .. ..$ sensitivities : num [1:5] 1 0.686 0.654 0.627 0
## .. ..$ specificities : num [1:5] 0 0.399 0.447 0.497 1
## .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. ..$ direction : chr "<"
## .. ..$ cases : num [1:153] 3 1 3 3 0 3 0 3 3 3 ...
## .. ..$ controls : num [1:398] 3 0 3 3 0 3 3 3 3 3 ...
## .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor : num [1:551] 3 0 3 3 0 3 3 3 3 3 ...
## .. ..$ response : num [1:551] 3 3 3 3 3 3 3 3 4 3 ...
## .. ..$ levels : chr [1:2] "3" "4"
## .. ..- attr(*, "class")= chr "roc"
## $ auc : 'multiclass.auc' num 0.46
## ..- attr(*, "percent")= logi FALSE
## ..- attr(*, "roc")=List of 5
## .. ..$ response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. ..$ predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. ..$ percent : logi FALSE
## .. ..$ levels : chr [1:4] "1" "2" "3" "4"
## .. ..$ rocs :List of 6
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.804 0.778 0.739 0
## .. .. .. ..$ specificities : num [1:5] 0 0.0968 0.0968 0.3952 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:460] 3 0 0 0 3 3 0 3 3 3 ...
## .. .. .. ..$ controls : num [1:124] 2 2 3 2 3 2 2 3 3 3 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:584] 3 0 2 0 2 0 3 3 2 3 ...
## .. .. .. ..$ response : num [1:584] 2 2 1 2 1 2 2 1 1 1 ...
## .. .. .. ..$ levels : chr [1:2] "1" "2"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.601 0.553 0.503 0
## .. .. .. ..$ specificities : num [1:5] 0 0.0968 0.0968 0.3952 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:398] 3 0 3 3 0 3 3 3 3 3 ...
## .. .. .. ..$ controls : num [1:124] 2 2 3 2 3 2 2 3 3 3 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:522] 2 3 2 0 3 3 3 0 2 3 ...
## .. .. .. ..$ response : num [1:522] 1 3 1 3 3 1 3 3 1 1 ...
## .. .. .. ..$ levels : chr [1:2] "1" "3"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.686 0.654 0.627 0
## .. .. .. ..$ specificities : num [1:5] 0 0.0968 0.0968 0.3952 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:153] 3 1 3 3 0 3 0 3 3 3 ...
## .. .. .. ..$ controls : num [1:124] 2 2 3 2 3 2 2 3 3 3 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:277] 2 2 3 2 3 3 1 3 3 2 ...
## .. .. .. ..$ response : num [1:277] 1 1 1 1 1 4 4 4 4 1 ...
## .. .. .. ..$ levels : chr [1:2] "1" "4"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.601 0.553 0.503 0
## .. .. .. ..$ specificities : num [1:5] 0 0.196 0.222 0.261 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:398] 3 0 3 3 0 3 3 3 3 3 ...
## .. .. .. ..$ controls : num [1:460] 3 0 0 0 3 3 0 3 3 3 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:858] 3 0 0 3 0 0 3 3 3 0 ...
## .. .. .. ..$ response : num [1:858] 2 2 2 3 3 2 3 2 3 3 ...
## .. .. .. ..$ levels : chr [1:2] "2" "3"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.686 0.654 0.627 0
## .. .. .. ..$ specificities : num [1:5] 0 0.196 0.222 0.261 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:153] 3 1 3 3 0 3 0 3 3 3 ...
## .. .. .. ..$ controls : num [1:460] 3 0 0 0 3 3 0 3 3 3 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:613] 3 0 0 0 3 3 0 3 3 3 ...
## .. .. .. ..$ response : num [1:613] 2 2 2 2 2 2 2 2 2 2 ...
## .. .. .. ..$ levels : chr [1:2] "2" "4"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. .. ..$ :List of 14
## .. .. .. ..$ percent : logi FALSE
## .. .. .. ..$ sensitivities : num [1:5] 1 0.686 0.654 0.627 0
## .. .. .. ..$ specificities : num [1:5] 0 0.399 0.447 0.497 1
## .. .. .. ..$ thresholds : num [1:5] -Inf 0.5 1.5 2.5 Inf
## .. .. .. ..$ direction : chr "<"
## .. .. .. ..$ cases : num [1:153] 3 1 3 3 0 3 0 3 3 3 ...
## .. .. .. ..$ controls : num [1:398] 3 0 3 3 0 3 3 3 3 3 ...
## .. .. .. ..$ fun.sesp :function (thresholds, controls, cases, direction)
## .. .. .. ..$ call : language roc.default(response = response, predictor = predictor, levels = X, percent = percent, direction = ..1, auc | __truncated__
## .. .. .. ..$ original.predictor: num [1:1135] 3 0 2 0 3 2 0 0 3 3 ...
## .. .. .. ..$ original.response : num [1:1135] 2 2 1 2 3 1 3 2 3 2 ...
## .. .. .. ..$ predictor : num [1:551] 3 0 3 3 0 3 3 3 3 3 ...
## .. .. .. ..$ response : num [1:551] 3 3 3 3 3 3 3 3 4 3 ...
## .. .. .. ..$ levels : chr [1:2] "3" "4"
## .. .. .. ..- attr(*, "class")= chr "roc"
## .. ..- attr(*, "class")= chr "multiclass.roc"
## ..- attr(*, "partial.auc")= logi FALSE
## $ call : language multiclass.roc.default(response = true_labels, predictor = predictions)
## - attr(*, "class")= chr "multiclass.roc"
## NULL
RF ROC AUC Plot
# Load necessary library for ROC and AUC
library(pROC)
# Create ROC curve for each class in Random Forest
rf_roc_curves <- multiclass.roc(test_labels, rf_predictions_numeric)## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases# Generate a set of distinct colors, one for each class
colors <- rainbow(length(rf_roc_curves$rocs))
# Setup plot for the first ROC curve
# Initialize the plot with parameters set once
plot(rf_roc_curves$rocs[[1]], col = colors[1], main = "ROC Curve: Random Forest RQ1",
xlim = c(0, 1), ylim = c(0, 1)) # Set limits and main title
# Loop through remaining curves and add them to the plot using 'lines'
for (i in 2:length(rf_roc_curves$rocs)) {
lines(rf_roc_curves$rocs[[i]]$specificities, rf_roc_curves$rocs[[i]]$sensitivities, col = colors[i])
}
# Generate legend entries for Random Forest, including AUC values
rf_legend <- sapply(1:length(rf_roc_curves$rocs), function(i) {
paste("RF Class", i, "AUC:", round(auc(rf_roc_curves$rocs[[i]]), 3))
})
# Add the legend to the plot using distinct colors and set line width
legend("bottomright", legend = rf_legend, col = colors, lwd = 2, bty = "n")
XGBoost ROC AUC plot
# Load necessary library
library(pROC)
# Assuming test_labels are the true labels and xgb_predictions_numeric are the predictions from the XGBoost model
# First, ensure that xgb_predictions_numeric contains probabilities for each class
# This should be a matrix with one column per class. Each column contains the probability of the respective class.
# If xgb_predictions_numeric is not already a probability matrix, you will need to adjust this step based on your model output
# Calculate multiclass ROC curves
xgb_roc_curves <- multiclass.roc(as.factor(test_labels), xgb_predictions_numeric)## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases
## Setting direction: controls < cases# Check if xgb_roc_curves is correctly calculated with a set of ROC curves for each class
if (!is(xgb_roc_curves, "multiclass.roc")) {
stop("Failed to calculate multiclass ROC correctly.")
}
# Generate colors for each class's ROC curve
colors <- rainbow(length(xgb_roc_curves$rocs))
# Plotting setup
plot(xgb_roc_curves$rocs[[1]], main = "ROC Curve: XGBoost RQ1", col = colors[1],
xlim = c(0, 1), ylim = c(0, 1)) # Setting limits for x and y axes
# Add the rest of the ROC curves
for (i in 2:length(xgb_roc_curves$rocs)) {
plot.roc(xgb_roc_curves$rocs[[i]], col = colors[i], add = TRUE)
}
# Prepare the legend with AUC values
xgb_legend <- sapply(1:length(xgb_roc_curves$rocs), function(i) {
paste("XGB Class", i, "AUC:", round(auc(xgb_roc_curves$rocs[[i]]), 3))
})
# Create the legend using the array xgb_legend
legend("bottomright", legend = xgb_legend, col = colors, lwd = 2, bty = "n")
Extract Metrics
# Extract metrics for Random Forest
rf_accuracy <- as.numeric(rf_evaluation_RQ1$accuracy)
rf_precision <- mean(as.numeric(rf_evaluation_RQ1$precision), na.rm = TRUE)
rf_recall <- mean(as.numeric(rf_evaluation_RQ1$recall), na.rm = TRUE)
rf_f1_score <- mean(as.numeric(rf_evaluation_RQ1$f1_score), na.rm = TRUE)
rf_roc_auc <- as.numeric(rf_evaluation_RQ1$roc_auc)
# Extract metrics for XGBoost
xgb_accuracy <- as.numeric(xgb_evaluation_RQ1$accuracy)
xgb_precision <- mean(as.numeric(xgb_evaluation_RQ1$precision), na.rm = TRUE)
xgb_recall <- mean(as.numeric(xgb_evaluation_RQ1$recall), na.rm = TRUE)
xgb_f1_score <- mean(as.numeric(xgb_evaluation_RQ1$f1_score), na.rm = TRUE)
xgb_roc_auc <- as.numeric(xgb_evaluation_RQ1$roc_auc)
# Print the metrics
cat("Random Forest Metrics:\n")## Random Forest Metrics:cat("Accuracy:", rf_accuracy, "\n")## Accuracy: 0.477533cat("Precision:", rf_precision, "\n")## Precision: 0.3790272cat("Recall:", rf_recall, "\n")## Recall: 0.3131195cat("F1 Score:", rf_f1_score, "\n")## F1 Score: 0.2754927cat("ROC AUC:", rf_roc_auc, "\n\n")## ROC AUC: 0.5515742cat("XGBoost Metrics:\n")## XGBoost Metrics:cat("Accuracy:", xgb_accuracy, "\n")## Accuracy: 0.1814978cat("Precision:", xgb_precision, "\n")## Precision: 0.1698619cat("Recall:", xgb_recall, "\n")## Recall: 0.2183386cat("F1 Score:", xgb_f1_score, "\n")## F1 Score: 0.18005cat("ROC AUC:", xgb_roc_auc, "\n")## ROC AUC: 0.448019Spider chart XGBoost vs RF
library(fmsb)## Registered S3 methods overwritten by 'fmsb':
## method from
## print.roc pROC
## plot.roc pROC# Combine metrics into a data frame
radar_data <- data.frame(
Accuracy = c(1, 0, rf_accuracy, xgb_accuracy),
Precision = c(1, 0, rf_precision, xgb_precision),
Recall = c(1, 0, rf_recall, xgb_recall),
F1_Score = c(1, 0, rf_f1_score, xgb_f1_score),
ROC_AUC = c(1, 0, rf_roc_auc, xgb_roc_auc)
)
# Assign row names
rownames(radar_data) <- c('Max', 'Min', 'Random Forest', 'XGBoost')
# Define colors for the radar chart
colors_border <- c('red', 'blue')
colors_in <- c(rgb(1,0,0,0.1), rgb(0,0,1,0.1))
# Plot the radar chart
radarchart(
radar_data, axistype = 1,
# Customize the polygons
pcol = colors_border, pfcol = colors_in, plwd = 2, plty = 1,
# Customize the grid
cglcol = 'grey', cglty = 1, axislabcol = 'grey',
caxislabels = seq(0,1,0.2), cglwd = 0.8,
# Customize the labels
vlcex = 0.8,
title = 'Comparison of Random Forest and XGBoost Models'
)
# Add a legend
legend(
x = 'topright', inset = 0.05,
legend = c('Random Forest', 'XGBoost'), bty = 'n',
pch = 20, col = colors_border, text.col = 'black', cex = 1, pt.cex = 1.5
)
RQ2
THE FOLLOWING MODELS ANSWER RESEARCH QUESTION 2-
RQ2: Does the number of records affected is correlated to the severity of the cyber-attack?
Model 1
Load libraries
# Load necessary libraries
library(caret)
library(randomForest)
library(nnet)
library(e1071)
library(kernlab)
library(naivebayes)## naivebayes 1.0.0 loaded## For more information please visit:## https://majkamichal.github.io/naivebayes/library(fmsb) # For radar chart
library(dplyr) # For data manipulationEnsure data consistency
# Convert character columns to factors
train_data_RQ2 <- train_data_RQ2 %>% mutate_if(is.character, as.factor)## Error in eval(expr, envir, enclos): object 'train_data_RQ2' not foundval_data_RQ2 <- val_data_RQ2 %>% mutate_if(is.character, as.factor)## Error in eval(expr, envir, enclos): object 'val_data_RQ2' not foundtest_data_RQ2 <- test_data_RQ2 %>% mutate_if(is.character, as.factor)## Error in eval(expr, envir, enclos): object 'test_data_RQ2' not found# Define the formula
formula <- severity_category ~ normalized_records + attack_score + industry_scoreDefine control for cross validation
# Correct the trainControl() configuration for cross-validation
control <- trainControl(method = "cv", number = 5)Function to calculate metrics
calculate_metrics <- function(predictions, true_labels) {
cm <- confusionMatrix(predictions, true_labels)
accuracy <- cm$overall['Accuracy']
precision <- mean(cm$byClass[,'Precision'], na.rm = TRUE)
recall <- mean(cm$byClass[,'Recall'], na.rm = TRUE)
f1_score <- mean(cm$byClass[,'F1'], na.rm = TRUE)
return(list(Accuracy = as.numeric(accuracy),
Precision = as.numeric(precision),
Recall = as.numeric(recall),
F1_Score = as.numeric(f1_score)))
}RF
# Train Random Forest model
set.seed(123)
rfRQ2 <- train(formula, data = train_data_RQ2, method = 'rf', trControl = control, tuneGrid = expand.grid(mtry = 2))## Error in eval(expr, p): object 'train_data_RQ2' not found# Predict on test data
pred_rf <- predict(rfRQ2, newdata = test_data_RQ2)## Error in h(simpleError(msg, call)): error in evaluating the argument 'object' in selecting a method for function 'predict': object 'rfRQ2' not found# Calculate metrics
metrics_rf <- calculate_metrics(pred_rf, test_data_RQ2$severity_category)## Error in eval(expr, envir, enclos): object 'pred_rf' not foundMultinomial
# Train Multinomial Logistic Regression model
set.seed(123)
multinomRQ2 <- train(formula, data = train_data_RQ2, method = 'multinom', trControl = control)## Error in eval(expr, p): object 'train_data_RQ2' not found# Predict on test data
pred_multinom <- predict(multinomRQ2, newdata = test_data_RQ2)## Error in h(simpleError(msg, call)): error in evaluating the argument 'object' in selecting a method for function 'predict': object 'multinomRQ2' not found# Calculate metrics
metrics_multinom <- calculate_metrics(pred_multinom, test_data_RQ2$severity_category)## Error in eval(expr, envir, enclos): object 'pred_multinom' not foundNaive Bayes
# Clean test data (remove rows with missing values)
test_data_clean <- test_data_RQ2 %>% drop_na(normalized_records, attack_score, industry_score, severity_category)## Error in eval(expr, envir, enclos): object 'test_data_RQ2' not found# Make predictions on the cleaned test data
pred_nb <- predict(nbRQ2, newdata = test_data_clean)## Error in h(simpleError(msg, call)): error in evaluating the argument 'object' in selecting a method for function 'predict': object 'nbRQ2' not found# Train Naive Bayes model
set.seed(123)
nbRQ2 <- train(formula, data = train_data_RQ2, method = 'naive_bayes', trControl = control)## Error in eval(expr, p): object 'train_data_RQ2' not found# Predict on test data
pred_nb <- predict(nbRQ2, newdata = test_data_RQ2)## Error in h(simpleError(msg, call)): error in evaluating the argument 'object' in selecting a method for function 'predict': object 'nbRQ2' not found# Calculate metrics
metrics_nb <- calculate_metrics(pred_nb, test_data_RQ2$severity_category)## Error in eval(expr, envir, enclos): object 'pred_nb' not foundSVM
# Train SVM model
set.seed(123)
svmRQ2 <- train(formula, data = train_data_RQ2, method = 'svmRadial', trControl = control)## Error in eval(expr, p): object 'train_data_RQ2' not found# Predict on test data
pred_svm <- predict(svmRQ2, newdata = test_data_RQ2)## Error in h(simpleError(msg, call)): error in evaluating the argument 'object' in selecting a method for function 'predict': object 'svmRQ2' not found# Calculate metrics
metrics_svm <- calculate_metrics(pred_svm, test_data_RQ2$severity_category)## Error in eval(expr, envir, enclos): object 'pred_svm' not foundEnsemble Model Majority voting
# --- Ensemble Model ---
# Create a list of all models
model_list <- list(
"Random Forest" = rfRQ2,
"Multinomial" = multinomRQ2,
"Naive Bayes" = nbRQ2,
"SVM" = svmRQ2
)## Error in eval(expr, envir, enclos): object 'rfRQ2' not found# Collect predictions from each model on the test set
predictions <- lapply(model_list, function(model) {
predict(model, newdata = test_data_RQ2)
})## Error in eval(expr, envir, enclos): object 'model_list' not found# Combine predictions into a data frame
pred_df <- as.data.frame(predictions)## Error in eval(expr, envir, enclos): object 'predictions' not found# Apply majority voting
ensemble_prediction <- apply(pred_df, 1, function(row) {
names(sort(table(row), decreasing = TRUE))[1]
})## Error in eval(expr, envir, enclos): object 'pred_df' not found# Convert ensemble_prediction to factor with correct levels
ensemble_prediction <- factor(ensemble_prediction, levels = levels(test_data_RQ2$severity_category))## Error in eval(expr, envir, enclos): object 'ensemble_prediction' not found# Calculate metrics for the ensemble
metrics_ensemble <- calculate_metrics(ensemble_prediction, test_data_RQ2$severity_category)## Error in eval(expr, envir, enclos): object 'ensemble_prediction' not found# Print ensemble metrics
cat("Ensemble Metrics:\n")## Ensemble Metrics:print(metrics_ensemble)## Error in eval(expr, envir, enclos): object 'metrics_ensemble' not foundModels metrics
# Function to get model predictions and metrics
get_model_metrics <- function(model, model_name) {
predictions <- predict(model, newdata = test_data_RQ2)
metrics <- calculate_metrics(predictions, test_data_RQ2$severity_category)
return(list(Model = model_name, Metrics = metrics))
}
# Get metrics for each model
metrics_list <- lapply(names(model_list), function(name) {
get_model_metrics(model_list[[name]], name)
})## Error in eval(expr, envir, enclos): object 'model_list' not found# Combine metrics into a data frame
metrics_df <- do.call(rbind, lapply(metrics_list, function(x) {
data.frame(Model = x$Model, x$Metrics)
}))## Error in eval(expr, envir, enclos): object 'metrics_list' not found# Add ensemble metrics
metrics_df <- rbind(metrics_df, data.frame(Model = "Ensemble", metrics_ensemble))## Error in eval(expr, envir, enclos): object 'metrics_df' not found# Display the metrics data frame
print("Test Set Metrics:")## [1] "Test Set Metrics:"print(metrics_df)## Error in eval(expr, envir, enclos): object 'metrics_df' not foundConfusion Matrices
# --- Function to Print Confusion Matrix ---
print_confusion_matrix <- function(predictions, true_labels, model_name) {
cm <- confusionMatrix(predictions, true_labels)
cat("\nConfusion Matrix for", model_name, "model:\n")
print(cm$table)
}
# --- Print Confusion Matrices ---
# Confusion Matrix for Random Forest
print_confusion_matrix(pred_rf, test_data_RQ2$severity_category, "Random Forest")## Error in eval(expr, envir, enclos): object 'pred_rf' not found# Confusion Matrix for Multinomial Logistic Regression
print_confusion_matrix(pred_multinom, test_data_RQ2$severity_category, "Multinomial Logistic Regression")## Error in eval(expr, envir, enclos): object 'pred_multinom' not found# Confusion Matrix for Naive Bayes
print_confusion_matrix(pred_nb, test_data_RQ2$severity_category, "Naive Bayes")## Error in eval(expr, envir, enclos): object 'pred_nb' not found# Confusion Matrix for SVM
print_confusion_matrix(pred_svm, test_data_RQ2$severity_category, "SVM")## Error in eval(expr, envir, enclos): object 'pred_svm' not found# Confusion Matrix for Ensemble
print_confusion_matrix(ensemble_prediction, test_data_RQ2$severity_category, "Ensemble")## Error in eval(expr, envir, enclos): object 'ensemble_prediction' not foundSpider chart
# Create a data frame with all metrics
metrics_df <- data.frame(
Model = c("Random Forest", "Multinomial", "Naive Bayes", "SVM", "Ensemble"),
Accuracy = c(metrics_rf$Accuracy, metrics_multinom$Accuracy, metrics_nb$Accuracy, metrics_svm$Accuracy, metrics_ensemble$Accuracy),
Precision = c(metrics_rf$Precision, metrics_multinom$Precision, metrics_nb$Precision, metrics_svm$Precision, metrics_ensemble$Precision),
Recall = c(metrics_rf$Recall, metrics_multinom$Recall, metrics_nb$Recall, metrics_svm$Recall, metrics_ensemble$Recall),
F1_Score = c(metrics_rf$F1_Score, metrics_multinom$F1_Score, metrics_nb$F1_Score, metrics_svm$F1_Score, metrics_ensemble$F1_Score)
)## Error in eval(expr, envir, enclos): object 'metrics_rf' not found# Display the metrics data frame
print(metrics_df)## Error in eval(expr, envir, enclos): object 'metrics_df' not found# Find the max and min values for each metric
max_values <- rep(1, 4) # Since all metrics are between 0 and 1
min_values <- rep(0, 4)
# Prepare data for radar chart
radar_data <- rbind(max_values, min_values, metrics_df[,-1])## Error in eval(expr, envir, enclos): object 'metrics_df' not found# Set row names
rownames(radar_data) <- c("Max", "Min", metrics_df$Model)## Error in eval(expr, envir, enclos): object 'metrics_df' not found# Define colors for each model
colors_border <- c("red", "blue", "green", "purple", "orange")
colors_in <- adjustcolor(colors_border, alpha.f = 0.1)
# Plot the radar chart
radarchart(
radar_data,
axistype = 1,
pcol = colors_border,
pfcol = colors_in,
plwd = 2,
plty = 1,
# Customize the grid
cglcol = "grey",
cglty = 1,
axislabcol = "grey",
caxislabels = seq(0, 1, 0.2),
cglwd = 0.8,
# Customize variable labels
vlcex = 0.8,
title = "Model Performance Comparison"
)
# Add a legend
legend(
x = "topright",
legend = metrics_df$Model,
bty = "n",
pch = 20,
col = colors_border,
text.col = "black",
cex = 0.8,
pt.cex = 1.5
)## Error in eval(expr, envir, enclos): object 'metrics_df' not foundImportance feature plot RF RQ2
# Load necessary libraries
library(ggplot2)
library(caret)
library(dplyr)
# Extract variable importance using caret's varImp function
importance_rf <- varImp(rfRQ2, scale = FALSE)## Error in eval(expr, envir, enclos): object 'rfRQ2' not found# Convert the importance object to a data frame
importance_df <- importance_rf$importance## Error in eval(expr, envir, enclos): object 'importance_rf' not found# Add the feature names as a separate column
importance_df <- importance_df %>%
mutate(Feature = rownames(.)) %>%
# Select only the Overall importance if available
select(Feature, Overall)## Error in `select()`:
## ! Can't select columns that don't exist.
## ✖ Column `Overall` doesn't exist.# If 'Overall' column does not exist (e.g., in multi-class), adjust accordingly
# For example, you might average the importance across classes
# Uncomment the following lines if needed:
# importance_df <- importance_df %>%
# rowwise() %>%
# mutate(Overall = mean(c_across(-Feature))) %>%
# ungroup() %>%
# select(Feature, Overall)
# Plot feature importance using ggplot2
ggplot(importance_df, aes(x = reorder(Feature, Overall), y = Overall)) +
geom_bar(stat = 'identity', fill = "steelblue") +
coord_flip() +
labs(title = "Feature Importance - Random Forest Model",
x = "Feature",
y = "Importance (Overall)") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12)
)## Error in `geom_bar()`:
## ! Problem while computing aesthetics.
## ℹ Error occurred in the 1st layer.
## Caused by error:
## ! object 'Overall' not foundFeauture importance plot Multinomial
# Load necessary libraries
library(ggplot2)
library(caret)
library(dplyr)
# Check if the model was successfully trained
if (!is.null(multinomRQ2)) {
# Extract variable importance using varImp
importance_multinom <- varImp(multinomRQ2, scale = FALSE)
# Convert the importance object to a data frame
importance_df <- importance_multinom$importance
# Add the feature names as a separate column
importance_df <- importance_df %>%
mutate(Feature = rownames(.)) %>%
# Reshape the data for plotting (long format)
pivot_longer(
cols = -Feature,
names_to = "Class",
values_to = "Importance"
)
# Plot feature importance using ggplot2
ggplot(importance_df, aes(x = reorder(Feature, Importance), y = Importance, fill = Class)) +
geom_bar(stat = 'identity', position = position_dodge()) +
coord_flip() +
labs(title = "Feature Importance - Multinomial Logistic Regression Model",
x = "Feature",
y = "Importance") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
} else {
cat("Multinomial Logistic Regression model is not available.\n")
}## Error in eval(expr, envir, enclos): object 'multinomRQ2' not foundRoc Curve for each class
# Load necessary libraries
library(pROC)
library(ggplot2)
library(dplyr)
# Check if the model was successfully trained
if (!is.null(multinomRQ2)) {
# Predict probabilities on validation data
pred_multinom_probs <- predict(multinomRQ2, newdata = val_data_RQ2, type = "prob")
# Define the classes
classes <- levels(train_data_RQ2$severity_category)
# Initialize lists to store ROC objects
roc_multinom_list <- list()
# Generate ROC curves for each class
for (class in classes) {
# Binary response: 1 for the current class, 0 otherwise
binary_response <- ifelse(val_data_RQ2$severity_category == class, 1, 0)
# Generate ROC curve using pROC::roc to avoid conflicts
roc_obj <- pROC::roc(response = binary_response,
predictor = pred_multinom_probs[, class],
levels = c(0, 1),
direction = "<") # Adjust direction based on your model's output
# Store ROC object
roc_multinom_list[[class]] <- roc_obj
}
# Plot ROC curves for all classes using pROC::ggroc
pROC::ggroc(roc_multinom_list, aes = c("color")) +
labs(title = "ROC Curves for Each Class - Multinomial Logistic Regression",
x = "False Positive Rate",
y = "True Positive Rate",
color = "Class") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
} else {
cat("Multinomial Logistic Regression model is not available.\n")
}## Error in eval(expr, envir, enclos): object 'multinomRQ2' not foundFeature importance - NB
# Load libraries
library(caret)
library(e1071)
library(ggplot2)
library(pROC)
library(dplyr)
library(tidyr)
library(PRROC)
# Check if the model was successfully trained
if (!is.null(nbRQ2)) {
# Extract variable importance using varImp
importance_nb <- varImp(nbRQ2, scale = FALSE)
# Convert the importance object to a data frame
importance_df <- importance_nb$importance
# Add the feature names as a separate column
importance_df <- importance_df %>%
mutate(Feature = rownames(.)) %>%
# Reshape the data for plotting (long format)
pivot_longer(
cols = -Feature,
names_to = "Class",
values_to = "Importance"
)
# Plot feature importance using ggplot2
ggplot(importance_df, aes(x = reorder(Feature, Importance), y = Importance, fill = Class)) +
geom_bar(stat = 'identity', position = position_dodge()) +
coord_flip() +
labs(title = "Feature Importance - Naive Bayes Model (RQ2)",
x = "Feature",
y = "Importance") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
} else {
cat("Naive Bayes model is not available.\n")
}## Error in eval(expr, envir, enclos): object 'nbRQ2' not foundConfusion Matrix heatmap
# Check if the model was successfully trained
if (!is.null(nbRQ2)) {
# Predict classes on validation data
pred_nb <- predict(nbRQ2, newdata = val_data_RQ2)
# Confusion matrix
cm_nb <- confusionMatrix(pred_nb, val_data_RQ2$severity_category)
# Convert the confusion matrix to a data frame
cm_table <- as.data.frame(cm_nb$table)
# Plot confusion matrix heatmap
ggplot(cm_table, aes(x = Reference, y = Prediction, fill = Freq)) +
geom_tile(color = "white") +
scale_fill_gradient(low = "white", high = "steelblue") +
geom_text(aes(label = Freq), color = "black", size = 5) +
labs(title = "Confusion Matrix Heatmap - Naive Bayes Model (RQ2)",
x = "Actual Class",
y = "Predicted Class",
fill = "Frequency") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
} else {
cat("Naive Bayes model is not available.\n")
}## Error in eval(expr, envir, enclos): object 'nbRQ2' not foundROC AUC Plot
# Load necessary libraries
library(pROC)
library(ggplot2)
library(dplyr)
# Check if the model was successfully trained
if (!is.null(nbRQ2)) {
# Predict probabilities on validation data
pred_nb_probs <- predict(nbRQ2, newdata = val_data_RQ2, type = "prob")
# Ensure 'severity_category' is a factor with the same levels as training data
val_data_RQ2$severity_category <- factor(val_data_RQ2$severity_category,
levels = levels(train_data_RQ2$severity_category))
# Define the classes
classes <- levels(train_data_RQ2$severity_category)
# Initialize lists to store ROC objects
roc_nb_list <- list()
# Generate ROC curves for each class
for (class in classes) {
# Check if the class exists in the validation data
if (!(class %in% val_data_RQ2$severity_category)) {
warning(paste("Class", class, "not present in validation data. Skipping ROC computation for this class."))
next
}
# Binary response: 1 for the current class, 0 otherwise
binary_response <- ifelse(val_data_RQ2$severity_category == class, 1, 0)
# Ensure there are both positive and negative instances
if (length(unique(binary_response)) < 2) {
warning(paste("Only one class present for", class, ". ROC curve cannot be computed."))
next
}
# Compute ROC curve using pROC::roc to avoid conflicts
roc_obj <- pROC::roc(
response = binary_response,
predictor = pred_nb_probs[[class]],
levels = c(0, 1),
direction = "<" # Adjust based on your model's output
)
# Store the ROC object in the list with the class name
roc_nb_list[[class]] <- roc_obj
}
# Initialize an empty data frame to hold ROC data
roc_df <- data.frame()
# Compile ROC data for plotting
for (class in names(roc_nb_list)) {
roc_obj <- roc_nb_list[[class]]
# Create a temporary data frame with FPR, TPR, Class, and AUC
temp_df <- data.frame(
FPR = 1 - roc_obj$specificities,
TPR = roc_obj$sensitivities,
Class = class,
AUC = rep(pROC::auc(roc_obj), length(roc_obj$specificities)) # Replicate AUC to match vector lengths
)
# Append to the main ROC data frame
roc_df <- rbind(roc_df, temp_df)
}
# Check if roc_df is not empty
if (nrow(roc_df) == 0) {
stop("No ROC curves were computed. Please check if classes are present in the validation data.")
}
# Plot ROC curves for all classes
ggplot(data = roc_df, aes(x = FPR, y = TPR, color = Class)) +
geom_line(size = 1) +
geom_abline(intercept = 0, slope = 1, linetype = "dashed", color = "grey") +
labs(title = "ROC Curves for Each Class - Naive Bayes Model (RQ2)",
x = "False Positive Rate (1 - Specificity)",
y = "True Positive Rate (Sensitivity)",
color = "Class") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
) +
# Add AUC values to the legend labels
scale_color_manual(values = rainbow(length(classes)),
labels = sapply(classes, function(cls) {
if (cls %in% names(roc_nb_list)) {
auc_val <- round(pROC::auc(roc_nb_list[[cls]]), 2)
paste0(cls, " (AUC = ", auc_val, ")")
} else {
paste0(cls, " (AUC = NA)")
}
}))
} else {
cat("Naive Bayes model is not available.\n")
}## Error in eval(expr, envir, enclos): object 'nbRQ2' not foundFeature of Importance - SVM
# Load libraries
library(caret)
library(ggplot2)
library(pROC)
library(dplyr)
library(tidyr)
library(PRROC)
library(plotly)
# Check if the model was successfully trained
if (!is.null(svmRQ2)) {
# Extract variable importance using varImp
importance_svm <- varImp(svmRQ2, scale = FALSE)
# Convert the importance object to a data frame
importance_df <- importance_svm$importance
# Add the feature names as a separate column
importance_df <- importance_df %>%
mutate(Feature = rownames(.)) %>%
# Reshape the data for plotting (long format)
pivot_longer(
cols = -Feature,
names_to = "Class",
values_to = "Importance"
)
# Plot feature importance using ggplot2
ggplot(importance_df, aes(x = reorder(Feature, Importance), y = Importance, fill = Class)) +
geom_bar(stat = 'identity', position = position_dodge()) +
coord_flip() +
labs(title = "Feature Importance - SVM Model (RQ2)",
x = "Feature",
y = "Importance") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
} else {
cat("SVM model is not available.\n")
}## Error in eval(expr, envir, enclos): object 'svmRQ2' not foundConfusion Heat Map
# Check if the model was successfully trained
if (!is.null(svmRQ2)) {
# Predict classes on validation data
pred_svm <- predict(svmRQ2, newdata = val_data_RQ2)
# Confusion matrix
cm_svm <- confusionMatrix(pred_svm, val_data_RQ2$severity_category)
# Convert the confusion matrix to a data frame
cm_table <- as.data.frame(cm_svm$table)
# Plot confusion matrix heatmap
ggplot(cm_table, aes(x = Reference, y = Prediction, fill = Freq)) +
geom_tile(color = "white") +
scale_fill_gradient(low = "white", high = "steelblue") +
geom_text(aes(label = Freq), color = "black", size = 5) +
labs(title = "Confusion Matrix Heatmap - SVM Model (RQ2)",
x = "Actual Class",
y = "Predicted Class",
fill = "Frequency") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
} else {
cat("SVM model is not available.\n")
}## Error in eval(expr, envir, enclos): object 'svmRQ2' not foundConfusion heatmap - Ensemble
# Load libraries
library(caret)
library(ggplot2)
library(dplyr)
library(tidyr)
library(reshape2)
# Check if the ensemble model was successfully created
if (exists("cm_ensemble")) {
# Convert the confusion matrix to a data frame
cm_table <- as.data.frame(cm_ensemble$table)
# Rename columns for clarity
colnames(cm_table) <- c("Actual", "Predicted", "Frequency")
# Plot confusion matrix heatmap
ggplot(cm_table, aes(x = Actual, y = Predicted, fill = Frequency)) +
geom_tile(color = "white") +
scale_fill_gradient(low = "white", high = "steelblue") +
geom_text(aes(label = Frequency), color = "black", size = 5) +
labs(title = "Confusion Matrix Heatmap - Ensemble Model",
x = "Actual Class",
y = "Predicted Class",
fill = "Frequency") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
} else {
cat("Confusion matrix for the ensemble model is not available.\n")
}## Confusion matrix for the ensemble model is not available.Evaluations metrics bar plot
# Load necessary libraries
library(ggplot2)
library(dplyr)
library(tidyr)
# --- Ensemble Model ---
# Create a list of all models
model_list <- list(
"Random Forest" = rfRQ2,
"Multinomial" = multinomRQ2,
"Naive Bayes" = nbRQ2,
"SVM" = svmRQ2
)## Error in eval(expr, envir, enclos): object 'rfRQ2' not found# Collect predictions from each model on the test set
predictions <- lapply(model_list, function(model) {
predict(model, newdata = test_data_RQ2)
})## Error in eval(expr, envir, enclos): object 'model_list' not found# Combine predictions into a data frame
pred_df <- as.data.frame(predictions)## Error in eval(expr, envir, enclos): object 'predictions' not found# Apply majority voting
ensemble_prediction <- apply(pred_df, 1, function(row) {
names(sort(table(row), decreasing = TRUE))[1]
})## Error in eval(expr, envir, enclos): object 'pred_df' not found# Convert ensemble_prediction to factor with correct levels
ensemble_prediction <- factor(ensemble_prediction, levels = levels(test_data_RQ2$severity_category))## Error in eval(expr, envir, enclos): object 'ensemble_prediction' not found# Calculate metrics for the ensemble
metrics_ensemble <- calculate_metrics(ensemble_prediction, test_data_RQ2$severity_category)## Error in eval(expr, envir, enclos): object 'ensemble_prediction' not found# Print ensemble metrics
cat("Ensemble Metrics:\n")## Ensemble Metrics:print(metrics_ensemble)## Error in eval(expr, envir, enclos): object 'metrics_ensemble' not found# --- Plotting Ensemble Metrics ---
# Check if the ensemble evaluation metrics are available
if (exists("metrics_ensemble")) {
# Extract metrics from metrics_ensemble
accuracy <- metrics_ensemble$Accuracy
precision <- metrics_ensemble$Precision
recall <- metrics_ensemble$Recall
f1_score <- metrics_ensemble$F1_Score
# Create a data frame for plotting
metrics_df <- data.frame(
Metric = c("Accuracy", "Precision", "Recall", "F1-Score"),
Value = c(accuracy, precision, recall, f1_score)
)
# Plot evaluation metrics
ggplot(metrics_df, aes(x = Metric, y = Value, fill = Metric)) +
geom_bar(stat = "identity", width = 0.6) +
geom_text(aes(label = round(Value, 3)), vjust = -0.5, size = 5) +
ylim(0, 1) +
labs(title = "Ensemble Model Evaluation Metrics",
x = "Metric",
y = "Value") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.position = "none"
) +
scale_fill_brewer(palette = "Set2")
} else {
cat("Evaluation metrics for the ensemble model are not available.\n")
}## Evaluation metrics for the ensemble model are not available.Comparison of Metrics Between Individual Models and Ensemble
# Load necessary libraries
library(ggplot2)
library(dplyr)
library(tidyr)
# Create the data frame with the provided metrics
metrics_df <- data.frame(
Model = c("Random Forest", "Multinomial", "Naive Bayes", "SVM", "Ensemble"),
Accuracy = c(0.9998021, 0.6134204, 0.9811956, 0.5851148, 0.7563341),
Precision = c(0.9993961, 0.6558729, 0.9819915, 0.5261473, 0.8988001),
Recall = c(0.9997805, 0.3868514, 0.9548636, 0.3644673, 0.5871865),
F1_Score = c(0.9995879, 0.5075066, 0.9667380, 0.4642140, 0.6466132)
)
# Reshape the data to long format
metrics_long <- metrics_df %>%
pivot_longer(
cols = -Model,
names_to = "Metric",
values_to = "Value"
)
# Set a consistent color palette
palette_colors <- RColorBrewer::brewer.pal(n = 5, name = "Set1")
# Create the bar plot
ggplot(metrics_long, aes(x = Metric, y = Value, fill = Model)) +
geom_bar(stat = "identity", position = position_dodge(width = 0.8)) +
geom_text(aes(label = round(Value, 3)),
position = position_dodge(width = 0.8),
vjust = -0.3,
size = 3.5) +
scale_fill_manual(values = palette_colors) +
labs(title = "Comparison of Evaluation Metrics Between Models",
x = "Metric",
y = "Value",
fill = "Model") +
ylim(0, 1.1) + # Extend y-axis to accommodate text labels
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 13),
legend.text = element_text(size = 11)
)
# Optional: Save the plot
# ggsave("model_comparison_metrics.png", width = 10, height = 6)Model 2
# Load necessary libraries
library(caret)
library(nnet) # For Multinomial Regression and Perceptron
library(xgboost) # For XGBoost
library(randomForest)
library(tidyverse)
library(MLmetrics)
library(pROC)
# Load the split datasets
train_data_sev_RQ2_2 <- read.csv('train_data_sev.csv')
val_data_sev_RQ2_2 <- read.csv('val_data_sev.csv')
test_data_sev_RQ2_2 <- read.csv('test_data_sev.csv')
# Ensure all variables are factors
train_data_sev_RQ2_2 <- train_data_sev_RQ2_2 %>% mutate_if(is.character, as.factor)
val_data_sev_RQ2_2 <- val_data_sev_RQ2_2 %>% mutate_if(is.character, as.factor)
test_data_sev_RQ2_2 <- test_data_sev_RQ2_2 %>% mutate_if(is.character, as.factor)
# Ensure severity_category is a factor with the same levels across all datasets
train_data_sev_RQ2_2$severity_category <- factor(train_data_sev_RQ2_2$severity_category)
val_data_sev_RQ2_2$severity_category <- factor(val_data_sev_RQ2_2$severity_category, levels = levels(train_data_sev_RQ2_2$severity_category))
test_data_sev_RQ2_2$severity_category <- factor(test_data_sev_RQ2_2$severity_category, levels = levels(train_data_sev_RQ2_2$severity_category))
# Define the formula
formula <- severity_category ~ normalized_records + attack_score + industry_scoreMultinomial Logistic Regression Model
# Multinomial Logistic Regression
set.seed(123)
multinom_model_rq2 <- multinom(formula, data = train_data_sev_RQ2_2)## # weights: 20 (12 variable)
## initial value 24508.298010
## iter 10 value 20713.617259
## iter 20 value 20409.723212
## iter 30 value 17297.733415
## final value 17295.639087
## converged# Prediction function for Multinomial
predict_multinom_rq2 <- function(model, val_data) {
pred <- predict(model, newdata = val_data)
return(pred)
}
# Evaluate Multinomial Logistic Regression model
multinom_metrics <- evaluate_model_rq2(predict_multinom_rq2, multinom_model_rq2, val_data_sev_RQ2_2, "Multinomial Regression")## Error in evaluate_model_rq2(predict_multinom_rq2, multinom_model_rq2, : could not find function "evaluate_model_rq2"Feature of importance
# Load necessary libraries
library(caret)
library(ggplot2)
library(pROC)
library(dplyr)
library(tidyr)
library(reshape2)
library(nnet) # For multinomial logistic regression
# Ensure the model is not NULL
if (!is.null(multinom_model_rq2)) {
# Extract coefficients
coefs <- coef(multinom_model_rq2)
# Check the structure of coefficients
print(coefs)
# Convert coefficients to a data frame
coefs_df <- as.data.frame(coefs)
# Add feature names as a column
coefs_df <- coefs_df %>%
mutate(Feature = rownames(coefs_df))
# Reshape the data to long format for plotting
coefs_long <- coefs_df %>%
pivot_longer(
cols = -Feature,
names_to = "Class",
values_to = "Coefficient"
)
# Calculate absolute coefficients for importance
coefs_long <- coefs_long %>%
mutate(Importance = abs(Coefficient))
# Plot Feature Importance
ggplot(coefs_long, aes(x = reorder(Feature, Importance), y = Importance, fill = Class)) +
geom_bar(stat = 'identity', position = position_dodge()) +
coord_flip() +
labs(title = "Feature Importance - Multinomial Logistic Regression (RQ2)",
x = "Feature",
y = "Absolute Coefficient") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
} else {
cat("Multinomial Logistic Regression model is not available.\n")
}## (Intercept) normalized_records attack_score industry_score
## High -2.083931 120039.354 0.5197279 1.685601
## Low -1.806227 -22494.578 1.1480111 1.539854
## Med -2.855149 -9458.702 1.2253074 1.664927
# Compute mean absolute coefficient per feature
feature_importance <- coefs_long %>%
group_by(Feature) %>%
summarize(Mean_Importance = mean(Importance, na.rm = TRUE)) %>%
arrange(desc(Mean_Importance))
# Plot Average Feature Importance
ggplot(feature_importance, aes(x = reorder(Feature, Mean_Importance), y = Mean_Importance)) +
geom_bar(stat = 'identity', fill = "steelblue") +
coord_flip() +
labs(title = "Average Feature Importance - Multinomial Logistic Regression (RQ2)",
x = "Feature",
y = "Mean Absolute Coefficient") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12)
)
Confusion matrix heatmap
# Load necessary libraries
library(caret)
library(ggplot2)
library(pROC)
library(dplyr)
library(tidyr)
library(nnet) # For multinomial logistic regression
library(PRROC) # For Precision-Recall curves
# Define the evaluate_model_rq2 function
evaluate_model_rq2 <- function(predict_func, model, val_data, target_var, model_name = "Multinomial Logistic Regression") {
# Ensure the model is not NULL
if (is.null(model)) {
stop(paste(model_name, "model is not available."))
}
# Generate Predictions
pred_classes <- predict_func(model, val_data)
# Check if target_var exists in val_data
if (!target_var %in% colnames(val_data)) {
stop(paste("Target variable", target_var, "not found in validation data."))
}
# Convert target variable to factor if not already
val_data[[target_var]] <- as.factor(val_data[[target_var]])
# Generate Confusion Matrix
cm <- confusionMatrix(pred_classes, val_data[[target_var]])
# Extract Metrics
accuracy <- cm$overall['Accuracy']
# For multiclass, Precision, Recall, and F1 are per class
precision <- cm$byClass[, 'Precision']
recall <- cm$byClass[, 'Sensitivity']
f1_score <- cm$byClass[, 'F1']
# Return a list containing the confusion matrix and metrics
return(list(
ConfusionMatrix = cm,
Accuracy = accuracy,
Precision = precision,
Recall = recall,
F1_Score = f1_score
))
}
# Define the prediction function
predict_multinom_rq2 <- function(model, val_data) {
pred <- predict(model, newdata = val_data)
return(pred)
}
# Evaluate the Multinomial Logistic Regression model
multinom_metrics <- evaluate_model_rq2(
predict_func = predict_multinom_rq2,
model = multinom_model_rq2,
val_data = val_data_sev_RQ2_2,
target_var = "severity_category",
model_name = "Multinomial Logistic Regression"
)
# Inspect the returned metrics
print("Multinomial Regression Metrics:")## [1] "Multinomial Regression Metrics:"print(paste("Accuracy:", round(multinom_metrics$Accuracy, 4)))## [1] "Accuracy: 0.6067"print("Precision:")## [1] "Precision:"print(round(multinom_metrics$Precision, 4))## Class: Below500 Class: High Class: Low Class: Med
## 0.5623 1.0000 0.4528 NAprint("Recall:")## [1] "Recall:"print(round(multinom_metrics$Recall, 4))## Class: Below500 Class: High Class: Low Class: Med
## 0.9678 0.4717 0.0998 0.0000print("F1 Score:")## [1] "F1 Score:"print(round(multinom_metrics$F1_Score, 4))## Class: Below500 Class: High Class: Low Class: Med
## 0.7113 0.6410 0.1635 NA# Check if confusion matrix is available
if (!is.null(multinom_metrics$ConfusionMatrix)) {
# Extract confusion matrix
cm_multinom <- multinom_metrics$ConfusionMatrix
# Convert the confusion matrix to a data frame
cm_table <- as.data.frame(cm_multinom$table)
# Rename columns for clarity
colnames(cm_table) <- c("Actual", "Predicted", "Frequency")
# Plot confusion matrix heatmap
ggplot(cm_table, aes(x = Actual, y = Predicted, fill = Frequency)) +
geom_tile(color = "white") +
scale_fill_gradient(low = "white", high = "steelblue") +
geom_text(aes(label = Frequency), color = "black", size = 5) +
labs(title = "Confusion Matrix Heatmap - Multinomial Logistic Regression (RQ2)",
x = "Actual Class",
y = "Predicted Class",
fill = "Frequency") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
} else {
cat("Confusion matrix for Multinomial Logistic Regression is not available.\n")
}
Perceptron Model (Single Layer Neural Network)
# Load necessary libraries
library(caret)
library(nnet)
# Perceptron (using neural network with a single layer)
set.seed(123)
perc_model_rq2 <- train(
formula,
data = train_data_sev_RQ2_2,
method = 'nnet',
linout = TRUE,
trace = FALSE,
maxit = 200
)
# Prediction function for Perceptron
predict_perc_rq2 <- function(model, val_data) {
pred <- predict(model, newdata = val_data)
return(pred)
}
# Evaluate Perceptron model
perc_metrics <- evaluate_model_rq2(
predict_perc_rq2,
perc_model_rq2,
val_data_sev_RQ2_2,
"severity_category",
"Perceptron"
)print(perc_metrics)## $ConfusionMatrix
## Confusion Matrix and Statistics
##
## Reference
## Prediction Below500 High Low Med
## Below500 1240 1 105 0
## High 0 594 0 0
## Low 1 0 375 25
## Med 0 5 1 178
##
## Overall Statistics
##
## Accuracy : 0.9453
## 95% CI : (0.9358, 0.9539)
## No Information Rate : 0.4915
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.9154
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: Below500 Class: High Class: Low Class: Med
## Sensitivity 0.9992 0.9900 0.7796 0.87685
## Specificity 0.9174 1.0000 0.9873 0.99742
## Pos Pred Value 0.9212 1.0000 0.9352 0.96739
## Neg Pred Value 0.9992 0.9969 0.9501 0.98932
## Prevalence 0.4915 0.2376 0.1905 0.08040
## Detection Rate 0.4911 0.2352 0.1485 0.07050
## Detection Prevalence 0.5331 0.2352 0.1588 0.07287
## Balanced Accuracy 0.9583 0.9950 0.8835 0.93713
##
## $Accuracy
## Accuracy
## 0.9453465
##
## $Precision
## Class: Below500 Class: High Class: Low Class: Med
## 0.9212481 1.0000000 0.9351621 0.9673913
##
## $Recall
## Class: Below500 Class: High Class: Low Class: Med
## 0.9991942 0.9900000 0.7796258 0.8768473
##
## $F1_Score
## Class: Below500 Class: High Class: Low Class: Med
## 0.9586394 0.9949749 0.8503401 0.9198966Feature Importance
# Load necessary libraries
library(caret)
library(ggplot2)
library(dplyr)
library(tidyr) # For pivot_longer()
# Check if the perceptron model was successfully trained
if (!is.null(perc_model_rq2)) {
# Extract variable importance using varImp
importance_perc <- varImp(perc_model_rq2, scale = FALSE)
# Inspect the importance object
print(importance_perc)
# Convert the importance object to a data frame
importance_df <- as.data.frame(importance_perc$importance)
# Add feature names as a column
importance_df <- importance_df %>%
mutate(Feature = rownames(.))
# Determine if it's a multi-class or single-class model
num_classes <- ncol(importance_df) - 1 # Subtracting 'Feature' column
if (num_classes > 1) { # Multi-class importance
importance_long <- importance_df %>%
pivot_longer(
cols = -Feature,
names_to = "Class",
values_to = "Importance"
)
# Plot Feature Importance for Multi-class
ggplot(importance_long, aes(x = reorder(Feature, Importance), y = Importance, fill = Class)) +
geom_bar(stat = 'identity', position = position_dodge()) +
coord_flip() +
labs(title = "Feature Importance - Perceptron (RQ2)",
x = "Feature",
y = "Importance",
fill = "Class") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
} else { # Single-class importance
importance_long <- importance_df %>%
rename(Importance = Overall) # Assuming the single-class column is named 'Overall'
# Plot Feature Importance for Single-class
ggplot(importance_long, aes(x = reorder(Feature, Importance), y = Importance)) +
geom_bar(stat = 'identity', fill = "steelblue") +
coord_flip() +
labs(title = "Feature Importance - Perceptron (RQ2)",
x = "Feature",
y = "Importance") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12)
)
}
} else {
cat("Perceptron model is not available.\n")
}## nnet variable importance
##
## variables are sorted by maximum importance across the classes
## Overall Below500 High Low Med
## normalized_records 72.838 72.838 72.838 72.838 72.838
## attack_score 19.201 19.201 19.201 19.201 19.201
## industry_score 7.961 7.961 7.961 7.961 7.961
ROC Curves
# Load necessary libraries
library(pROC)
library(ggplot2)
# Check if the perceptron model was successfully trained
if (!is.null(perc_model_rq2)) {
# Predict probabilities on validation data
pred_perc_probs <- predict(perc_model_rq2, newdata = val_data_sev_RQ2_2, type = "prob")
# Define the classes
classes <- levels(train_data_sev_RQ2_2$severity_category)
# Initialize lists to store ROC objects
roc_perc_list <- list()
# Generate ROC curves for each class
for (class in classes) {
# Binary response: 1 for the current class, 0 otherwise
binary_response <- ifelse(val_data_sev_RQ2_2$severity_category == class, 1, 0)
# Ensure there are both positive and negative instances
if (length(unique(binary_response)) < 2) {
warning(paste("Only one class present for", class, ". ROC curve cannot be computed."))
next
}
# Compute ROC curve using pROC::roc to avoid conflicts
roc_obj <- pROC::roc(
response = binary_response,
predictor = pred_perc_probs[[class]],
levels = c(0, 1),
direction = "<" # Adjust based on your model's output
)
# Store the ROC object in the list with the class name
roc_perc_list[[class]] <- roc_obj
}
# Initialize an empty data frame to hold ROC data
roc_df <- data.frame()
# Compile ROC data for plotting
for (class in names(roc_perc_list)) {
roc_obj <- roc_perc_list[[class]]
# Create a temporary data frame with FPR, TPR, Class, and AUC
temp_df <- data.frame(
FPR = 1 - roc_obj$specificities,
TPR = roc_obj$sensitivities,
Class = class,
AUC = rep(pROC::auc(roc_obj), length(roc_obj$specificities)) # Replicate AUC to match vector lengths
)
# Append to the main ROC data frame
roc_df <- rbind(roc_df, temp_df)
}
# Check if roc_df is not empty
if (nrow(roc_df) == 0) {
stop("No ROC curves were computed. Please check if classes are present in the validation data.")
}
# Plot ROC curves for all classes
ggplot(data = roc_df, aes(x = FPR, y = TPR, color = Class)) +
geom_line(size = 1) +
geom_abline(intercept = 0, slope = 1, linetype = "dashed", color = "grey") +
labs(title = "ROC Curves for Each Class - Perceptron (RQ2)",
x = "False Positive Rate (1 - Specificity)",
y = "True Positive Rate (Sensitivity)",
color = "Class") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
) +
# Add AUC values to the legend labels
scale_color_manual(values = rainbow(length(classes)),
labels = sapply(classes, function(cls) {
if (cls %in% names(roc_perc_list)) {
auc_val <- round(pROC::auc(roc_perc_list[[cls]]), 2)
paste0(cls, " (AUC = ", auc_val, ")")
} else {
paste0(cls, " (AUC = NA)")
}
}))
} else {
cat("Perceptron model is not available.\n")
}## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
XGBoost Model
# Load necessary libraries
library(xgboost)
library(caret)
# Define the evaluation function if not already defined
evaluate_model_rq2 <- function(predict_func, model, val_data, target_var, model_name) {
# Make predictions
predictions <- predict_func(model, val_data)
# Ensure predictions and true labels are factors with the same levels
predictions <- factor(predictions, levels = levels(val_data[[target_var]]))
true_labels <- val_data[[target_var]]
# Calculate confusion matrix
cm <- confusionMatrix(predictions, true_labels)
# Extract metrics
accuracy <- cm$overall['Accuracy']
precision <- mean(cm$byClass[,'Precision'], na.rm = TRUE)
recall <- mean(cm$byClass[,'Recall'], na.rm = TRUE)
f1_score <- mean(cm$byClass[,'F1'], na.rm = TRUE)
# Print metrics
cat("\nModel:", model_name, "\n")
cat("Accuracy:", round(accuracy, 4), "\n")
cat("Precision:", round(precision, 4), "\n")
cat("Recall:", round(recall, 4), "\n")
cat("F1 Score:", round(f1_score, 4), "\n")
# Return metrics as a list
return(list(
Model = model_name,
Accuracy = as.numeric(accuracy),
Precision = as.numeric(precision),
Recall = as.numeric(recall),
F1_Score = as.numeric(f1_score)
))
}
# Evaluate XGBoost model
xgb_metrics <- evaluate_model_rq2(
predict_xgb_rq2,
xgb_model_rq2,
val_data_sev_RQ2_2,
"severity_category", # Replace with your actual target variable name if different
"XGBoost"
)## Error in eval(expr, envir, enclos): object 'predict_xgb_rq2' not foundConfusion Matrix
# Make predictions using the model
xgb_predictions <- predict_xgb_rq2(xgb_model_rq2, val_data_sev_RQ2_2)## Error in predict_xgb_rq2(xgb_model_rq2, val_data_sev_RQ2_2): could not find function "predict_xgb_rq2"# Ensure predictions and true labels are factors with the same levels
xgb_predictions <- factor(xgb_predictions, levels = levels(val_data_sev_RQ2_2$severity_category))## Error in eval(expr, envir, enclos): object 'xgb_predictions' not foundtrue_labels <- val_data_sev_RQ2_2$severity_category
# Compute the confusion matrix
cm_xgb <- confusionMatrix(xgb_predictions, true_labels)## Error in eval(expr, envir, enclos): object 'xgb_predictions' not found# Print the confusion matrix
cat("\nConfusion Matrix for XGBoost Model:\n")##
## Confusion Matrix for XGBoost Model:print(cm_xgb$table)## Error in eval(expr, envir, enclos): object 'cm_xgb' not foundFeature Importance plot
# Extract feature importance
importance_matrix <- xgb.importance(feature_names = c("normalized_records", "attack_score", "industry_score"), model = xgb_model_rq2)## Error in eval(expr, envir, enclos): object 'xgb_model_rq2' not found# View importance matrix
print(importance_matrix)## Error in eval(expr, envir, enclos): object 'importance_matrix' not found# Plot Feature Importance
xgb.plot.importance(importance_matrix, top_n = 10, measure = "Gain")## Error in eval(expr, envir, enclos): object 'importance_matrix' not found# Convert importance matrix to data frame
importance_df <- as.data.frame(importance_matrix)## Error in eval(expr, envir, enclos): object 'importance_matrix' not found# Plot using ggplot2
ggplot(importance_df, aes(x = reorder(Feature, Gain), y = Gain, fill = Feature)) +
geom_bar(stat = "identity") +
coord_flip() +
labs(title = "Feature Importance - XGBoost (RQ2)",
x = "Feature",
y = "Gain") +
theme_minimal() +
theme(legend.position = "none",
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12))## Error in `geom_bar()`:
## ! Problem while computing aesthetics.
## ℹ Error occurred in the 1st layer.
## Caused by error:
## ! object 'Gain' not foundConfusion Matrix Heatmap
# Define target variable
target_variable <- "severity_category"
# Ensure factor levels are consistent
val_data_sev_RQ2_2[[target_variable]] <- factor(val_data_sev_RQ2_2[[target_variable]], levels = levels(train_data_sev_RQ2_2[[target_variable]]))
# Generate predictions
pred_probs_xgb <- predict(xgb_model_rq2, as.matrix(dplyr::select(val_data_sev_RQ2_2, normalized_records, attack_score, industry_score)), type = "prob")## Error in h(simpleError(msg, call)): error in evaluating the argument 'object' in selecting a method for function 'predict': object 'xgb_model_rq2' not foundpred_classes_xgb_numeric <- max.col(matrix(pred_probs_xgb, ncol = length(unique(train_data_sev_RQ2_2[[target_variable]])))) - 1## Error in eval(expr, envir, enclos): object 'pred_probs_xgb' not foundpred_classes_xgb <- factor(pred_classes_xgb_numeric,
levels = 0:(length(unique(train_data_sev_RQ2_2[[target_variable]])) - 1),
labels = levels(train_data_sev_RQ2_2[[target_variable]]))## Error in eval(expr, envir, enclos): object 'pred_classes_xgb_numeric' not found# Create confusion matrix
conf_matrix_xgb <- confusionMatrix(pred_classes_xgb, val_data_sev_RQ2_2[[target_variable]])## Error in eval(expr, envir, enclos): object 'pred_classes_xgb' not found# Print confusion matrix
print(conf_matrix_xgb)## Error in eval(expr, envir, enclos): object 'conf_matrix_xgb' not found# Convert confusion matrix to data frame for plotting
cm_table_xgb <- as.data.frame(conf_matrix_xgb$table)## Error in eval(expr, envir, enclos): object 'conf_matrix_xgb' not foundcolnames(cm_table_xgb) <- c("Actual", "Predicted", "Frequency")## Error: object 'cm_table_xgb' not found# Plot Confusion Matrix Heatmap
ggplot(cm_table_xgb, aes(x = Actual, y = Predicted, fill = Frequency)) +
geom_tile(color = "white") +
scale_fill_gradient(low = "white", high = "steelblue") +
geom_text(aes(label = Frequency), color = "black", size = 5) +
labs(title = "Confusion Matrix Heatmap - XGBoost (RQ2)",
x = "Actual Class",
y = "Predicted Class",
fill = "Frequency") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)## Error in eval(expr, envir, enclos): object 'cm_table_xgb' not foundOther performance metrics
# Extract metrics
accuracy_xgb <- conf_matrix_xgb$overall['Accuracy']## Error in eval(expr, envir, enclos): object 'conf_matrix_xgb' not foundprecision_xgb <- conf_matrix_xgb$byClass[, 'Precision']## Error in eval(expr, envir, enclos): object 'conf_matrix_xgb' not foundrecall_xgb <- conf_matrix_xgb$byClass[, 'Sensitivity']## Error in eval(expr, envir, enclos): object 'conf_matrix_xgb' not foundf1_score_xgb <- conf_matrix_xgb$byClass[, 'F1']## Error in eval(expr, envir, enclos): object 'conf_matrix_xgb' not found# Print metrics
cat("XGBoost Model Performance Metrics:\n")## XGBoost Model Performance Metrics:cat(sprintf("Accuracy: %.4f\n", accuracy_xgb))## Error in eval(expr, envir, enclos): object 'accuracy_xgb' not foundcat("Precision per Class:\n")## Precision per Class:print(round(precision_xgb, 4))## Error in eval(expr, envir, enclos): object 'precision_xgb' not foundcat("Recall per Class:\n")## Recall per Class:print(round(recall_xgb, 4))## Error in eval(expr, envir, enclos): object 'recall_xgb' not foundcat("F1 Score per Class:\n")## F1 Score per Class:print(round(f1_score_xgb, 4))## Error in eval(expr, envir, enclos): object 'f1_score_xgb' not foundRandom Forest Model
# Random Forest
set.seed(123)
rf_model_rq2 <- train(formula, data = train_data_sev_RQ2_2, method = 'rf', trControl = trainControl(method = 'cv'))## note: only 2 unique complexity parameters in default grid. Truncating the grid to 2 .# Prediction function for Random Forest
predict_rf_rq2 <- function(model, val_data) {
pred <- predict(model, newdata = val_data)
return(pred)
}
# Evaluate Random Forest model
evaluate_model_rq2 <- function(predict_func, model, val_data, target_var) {
# Function body
}# Extract metrics from confusion matrix
accuracy_rf <- cm_rf$overall['Accuracy']## Error in eval(expr, envir, enclos): object 'cm_rf' not foundprecision_rf <- cm_rf$byClass[, 'Precision']## Error in eval(expr, envir, enclos): object 'cm_rf' not foundrecall_rf <- cm_rf$byClass[, 'Sensitivity']## Error in eval(expr, envir, enclos): object 'cm_rf' not foundf1_score_rf <- cm_rf$byClass[, 'F1']## Error in eval(expr, envir, enclos): object 'cm_rf' not found# Print the confusion matrix
cat("Confusion Matrix:\n")## Confusion Matrix:print(cm_rf)## Error in eval(expr, envir, enclos): object 'cm_rf' not found# Print metrics
cat("\nRandom Forest Model Performance Metrics:\n")##
## Random Forest Model Performance Metrics:cat(sprintf("Accuracy: %.4f\n", accuracy_rf))## Error in eval(expr, envir, enclos): object 'accuracy_rf' not foundcat("Precision per Class:\n")## Precision per Class:print(round(precision_rf, 4))## Error in eval(expr, envir, enclos): object 'precision_rf' not foundcat("Recall per Class:\n")## Recall per Class:print(round(recall_rf, 4))## Error in eval(expr, envir, enclos): object 'recall_rf' not foundcat("F1 Score per Class:\n")## F1 Score per Class:print(round(f1_score_rf, 4))## Error in eval(expr, envir, enclos): object 'f1_score_rf' not foundPlot Confusion Matrix Heatmap
# Convert confusion matrix to data frame
cm_table_rf <- as.data.frame(cm_rf$table)## Error in eval(expr, envir, enclos): object 'cm_rf' not foundcolnames(cm_table_rf) <- c("Actual", "Predicted", "Frequency")## Error: object 'cm_table_rf' not found# Plot Confusion Matrix Heatmap
ggplot(cm_table_rf, aes(x = Actual, y = Predicted, fill = Frequency)) +
geom_tile(color = "white") +
scale_fill_gradient(low = "white", high = "steelblue") +
geom_text(aes(label = Frequency), color = "black", size = 5) +
labs(title = "Confusion Matrix Heatmap - Random Forest",
x = "Actual Class",
y = "Predicted Class",
fill = "Frequency") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12)
)## Error in eval(expr, envir, enclos): object 'cm_table_rf' not foundFeature importance
# Extract feature importance from the ranger model
importance_rf <- varImp(rf_model_rq2)
# Convert feature importance to a data frame
importance_df_rf <- as.data.frame(importance_rf$importance)
# Add feature names to the data frame
importance_df_rf$Feature <- rownames(importance_df_rf)
# Plot the feature importance using ggplot2
ggplot(importance_df_rf, aes(x = reorder(Feature, Overall), y = Overall)) +
geom_bar(stat = 'identity', fill = 'steelblue') +
coord_flip() +
labs(title = "Feature Importance - Random Forest (RQ2)",
x = "Feature",
y = "Importance") +
theme_minimal() +
theme(plot.title = element_text(hjust = 0.5, size = 16),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12))
Ensemble Model (Majority Voting)
# Ensemble prediction function
ensemble_predict_rq2 <- function(models, predict_funcs, val_data) {
predictions <- sapply(seq_along(models), function(i) {
pred <- as.character(predict_funcs[[i]](models[[i]], val_data))
return(pred)
})
predictions <- as.data.frame(predictions)
# Apply the majority vote ensemble by using max count for each row
ensemble_pred <- apply(predictions, 1, function(x) {
tbl <- table(x)
majority_vote <- names(which.max(tbl))
return(majority_vote)
})
# Convert to factor to match severity_category levels
ensemble_pred <- factor(ensemble_pred, levels = levels(val_data$severity_category))
return(ensemble_pred)
}
# Select the best models based on accuracy
best_models_rq2 <- list(multinom_model_rq2, rf_model_rq2, xgb_model_rq2)## Error in eval(expr, envir, enclos): object 'xgb_model_rq2' not foundbest_predict_funcs_rq2 <- list(predict_multinom_rq2, predict_rf_rq2, predict_xgb_rq2)## Error in eval(expr, envir, enclos): object 'predict_xgb_rq2' not found# Generate ensemble predictions
ensemble_val_pred_rq2 <- ensemble_predict_rq2(best_models_rq2, best_predict_funcs_rq2, val_data_sev_RQ2_2)## Error in eval(expr, envir, enclos): object 'best_models_rq2' not found# Print ensemble confusion matrix and calculate metrics
ensemble_cm <- confusionMatrix(ensemble_val_pred_rq2, val_data_sev_RQ2_2$severity_category)## Error in eval(expr, envir, enclos): object 'ensemble_val_pred_rq2' not foundensemble_accuracy <- ensemble_cm$overall['Accuracy']## Error in eval(expr, envir, enclos): object 'ensemble_cm' not foundensemble_precision <- ensemble_cm$byClass['Precision']## Error in eval(expr, envir, enclos): object 'ensemble_cm' not foundensemble_recall <- ensemble_cm$byClass['Recall']## Error in eval(expr, envir, enclos): object 'ensemble_cm' not foundensemble_f1 <- F1_Score(y_true = val_data_sev_RQ2_2$severity_category, y_pred = ensemble_val_pred_rq2, positive = "1")## Error in eval(expr, envir, enclos): object 'ensemble_val_pred_rq2' not foundcat("Ensemble Confusion Matrix:\n")## Ensemble Confusion Matrix:print(ensemble_cm$table)## Error in eval(expr, envir, enclos): object 'ensemble_cm' not foundcat("Ensemble Metrics:\n")## Ensemble Metrics:cat("Accuracy:", ensemble_accuracy, "\n")## Error in eval(expr, envir, enclos): object 'ensemble_accuracy' not foundcat("Precision:", ensemble_precision, "\n")## Error in eval(expr, envir, enclos): object 'ensemble_precision' not foundcat("Recall:", ensemble_recall, "\n")## Error in eval(expr, envir, enclos): object 'ensemble_recall' not foundcat("F1 Score:", ensemble_f1, "\n\n")## Error in eval(expr, envir, enclos): object 'ensemble_f1' not found# Assuming you have already calculated the confusion matrix 'ensemble_cm'
# If not, calculate it using:
# ensemble_cm <- confusionMatrix(ensemble_val_pred_rq2, val_data_sev_RQ2_2$severity_category)
# Extract overall accuracy
ensemble_accuracy <- as.numeric(ensemble_cm$overall['Accuracy'])## Error in eval(expr, envir, enclos): object 'ensemble_cm' not found# Extract per-class metrics from the confusion matrix
# For multiclass classification, 'byClass' contains metrics for each class
precision_per_class <- ensemble_cm$byClass[,'Precision']## Error in eval(expr, envir, enclos): object 'ensemble_cm' not foundrecall_per_class <- ensemble_cm$byClass[,'Recall']## Error in eval(expr, envir, enclos): object 'ensemble_cm' not foundf1_per_class <- ensemble_cm$byClass[,'F1']## Error in eval(expr, envir, enclos): object 'ensemble_cm' not found# Handle any NA values (in case of zero division)
precision_per_class <- ifelse(is.na(precision_per_class), 0, precision_per_class)## Error in eval(expr, envir, enclos): object 'precision_per_class' not foundrecall_per_class <- ifelse(is.na(recall_per_class), 0, recall_per_class)## Error in eval(expr, envir, enclos): object 'recall_per_class' not foundf1_per_class <- ifelse(is.na(f1_per_class), 0, f1_per_class)## Error in eval(expr, envir, enclos): object 'f1_per_class' not found# Calculate average metrics across all classes (macro average)
ensemble_precision <- mean(precision_per_class)## Error in eval(expr, envir, enclos): object 'precision_per_class' not foundensemble_recall <- mean(recall_per_class)## Error in eval(expr, envir, enclos): object 'recall_per_class' not foundensemble_f1_score <- mean(f1_per_class)## Error in eval(expr, envir, enclos): object 'f1_per_class' not found# Print the metrics
cat("Ensemble Metrics:\n")## Ensemble Metrics:cat("Accuracy:", round(ensemble_accuracy, 4), "\n")## Error in eval(expr, envir, enclos): object 'ensemble_accuracy' not foundcat("Precision:", round(ensemble_precision, 4), "\n")## Error in eval(expr, envir, enclos): object 'ensemble_precision' not foundcat("Recall:", round(ensemble_recall, 4), "\n")## Error in eval(expr, envir, enclos): object 'ensemble_recall' not foundcat("F1 Score:", round(ensemble_f1_score, 4), "\n\n")## Error in eval(expr, envir, enclos): object 'ensemble_f1_score' not foundEvaluations metrics bar plot
# Check if the ensemble evaluation metrics are available
if (exists("ensemble_cm")) {
# Extract metrics
accuracy <- ensemble_cm$overall['Accuracy']
# For multiclass, caret provides per-class metrics. We'll calculate macro-averaged metrics.
precision <- mean(ensemble_cm$byClass[,"Precision"], na.rm = TRUE)
recall <- mean(ensemble_cm$byClass[,"Sensitivity"], na.rm = TRUE)
f1_score <- 2 * ((precision * recall) / (precision + recall))
# Create a data frame for plotting
metrics_df <- data.frame(
Metric = c("Accuracy", "Precision", "Recall", "F1-Score"),
Value = c(accuracy, precision, recall, f1_score)
)
# Plot evaluation metrics with a legend
ggplot(metrics_df, aes(x = Metric, y = Value, fill = Metric)) +
geom_bar(stat = "identity", width = 0.6) +
geom_text(aes(label = round(Value, 3)), vjust = -0.5, size = 5) +
ylim(0, 1) +
labs(title = "Ensemble Model Evaluation Metrics",
x = "Metric",
y = "Value",
fill = "Metrics") + # Add a label for the legend
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12)
) +
scale_fill_brewer(palette = "Set2")
} else {
cat("Evaluation metrics for the ensemble model are not available.\n")
}## Evaluation metrics for the ensemble model are not available.Comparing ensemble model 1 and ensemble model 2
# --- Step 1: Extract Metrics from Both Ensemble Models ---
# Ensemble Model 1
# Extract metrics from metrics_ensemble
ensemble1_accuracy <- metrics_ensemble$Accuracy## Error in eval(expr, envir, enclos): object 'metrics_ensemble' not foundensemble1_precision <- metrics_ensemble$Precision## Error in eval(expr, envir, enclos): object 'metrics_ensemble' not foundensemble1_recall <- metrics_ensemble$Recall## Error in eval(expr, envir, enclos): object 'metrics_ensemble' not foundensemble1_f1_score <- metrics_ensemble$F1_Score## Error in eval(expr, envir, enclos): object 'metrics_ensemble' not found# If Precision, Recall, and F1_Score are per-class vectors, calculate the mean
ensemble1_precision <- mean(as.numeric(ensemble1_precision), na.rm = TRUE)## Error in eval(expr, envir, enclos): object 'ensemble1_precision' not foundensemble1_recall <- mean(as.numeric(ensemble1_recall), na.rm = TRUE)## Error in eval(expr, envir, enclos): object 'ensemble1_recall' not foundensemble1_f1_score <- mean(as.numeric(ensemble1_f1_score), na.rm = TRUE)## Error in eval(expr, envir, enclos): object 'ensemble1_f1_score' not found# Ensemble Model 2
# Extract metrics from confusion matrix
ensemble2_accuracy <- as.numeric(ensemble_cm$overall['Accuracy'])## Error in eval(expr, envir, enclos): object 'ensemble_cm' not found# Per-class metrics
precision_per_class <- ensemble_cm$byClass[,'Precision']## Error in eval(expr, envir, enclos): object 'ensemble_cm' not foundrecall_per_class <- ensemble_cm$byClass[,'Recall']## Error in eval(expr, envir, enclos): object 'ensemble_cm' not foundf1_per_class <- ensemble_cm$byClass[,'F1']## Error in eval(expr, envir, enclos): object 'ensemble_cm' not found# Handle NA values
precision_per_class[is.na(precision_per_class)] <- 0## Error: object 'precision_per_class' not foundrecall_per_class[is.na(recall_per_class)] <- 0## Error: object 'recall_per_class' not foundf1_per_class[is.na(f1_per_class)] <- 0## Error: object 'f1_per_class' not found# Macro-averaged metrics
ensemble2_precision <- mean(precision_per_class)## Error in eval(expr, envir, enclos): object 'precision_per_class' not foundensemble2_recall <- mean(recall_per_class)## Error in eval(expr, envir, enclos): object 'recall_per_class' not foundensemble2_f1_score <- mean(f1_per_class)## Error in eval(expr, envir, enclos): object 'f1_per_class' not found# --- Step 2: Organize Metrics into a Data Frame ---
comparison_df <- data.frame(
Metric = c("Accuracy", "Precision", "Recall", "F1 Score"),
Ensemble1 = c(
ensemble1_accuracy,
ensemble1_precision,
ensemble1_recall,
ensemble1_f1_score
),
Ensemble2 = c(
ensemble2_accuracy,
ensemble2_precision,
ensemble2_recall,
ensemble2_f1_score
)
)## Error in eval(expr, envir, enclos): object 'ensemble1_accuracy' not found# --- Step 3: Create a Plot Comparing the Metrics ---
library(ggplot2)
library(reshape2)
# Melt the data frame
comparison_melt <- melt(comparison_df, id.vars = "Metric", variable.name = "Ensemble", value.name = "Value")## Error in eval(expr, envir, enclos): object 'comparison_df' not found# Create the bar plot
ggplot(comparison_melt, aes(x = Metric, y = Value, fill = Ensemble)) +
geom_bar(stat = "identity", position = position_dodge()) +
labs(title = "Comparison of Ensemble Model Metrics",
x = "Performance Metric",
y = "Value",
fill = "Ensemble Model") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 14, face = "bold"),
axis.title = element_text(size = 12),
axis.text = element_text(size = 10),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
) +
scale_fill_manual(values = c("Ensemble1" = "steelblue", "Ensemble2" = "darkorange"))## Error in eval(expr, envir, enclos): object 'comparison_melt' not foundRQ3
THE FOLLOWING MODELS ANSWER RESEARCH QUESTION 3-
RQ3: Does the demographics of a company influence the kind of cyber-attacks they experience?
(these models study all of the records not only medical records, therefore it should use the train_data, test_data and val_data datasets)
Inspecting the dataset levels and distribuition
# Inspect the structure of the target variable in training data
str(train_data_sevRQ3$Breach.Input)## Error in eval(expr, envir, enclos): object 'train_data_sevRQ3' not found# Check the levels
levels(train_data_sevRQ3$Breach.Input)## Error in eval(expr, envir, enclos): object 'train_data_sevRQ3' not found# Check class distribution in training, validation, and test sets
table(train_data_sevRQ3$Breach.Input)## Error in eval(expr, envir, enclos): object 'train_data_sevRQ3' not foundtable(val_data_sevRQ3$Breach.Input)## Error in eval(expr, envir, enclos): object 'val_data_sevRQ3' not foundtable(test_data_sevRQ3$Breach.Input)## Error in eval(expr, envir, enclos): object 'test_data_sevRQ3' not foundManually oversampling
# Load necessary libraries
library(tidyverse) # Includes dplyr
library(ordinal)
library(caret)
# If you're using xgboost or other packages that might have conflicting functions
# library(xgboost)
# Optional: Use the 'conflicted' package to manage conflicts
# Install if not already installed
# install.packages("conflicted")
library(conflicted)
# Set preferences to prefer dplyr's functions over others
conflicted::conflict_prefer("filter", "dplyr")## [conflicted] Will prefer dplyr::filter over any other package.conflicted::conflict_prefer("slice", "dplyr")## [conflicted] Will prefer dplyr::slice over any other package.# Add more preferences if needed
# Combine all datasets to unify factor levels using train_data_sev, val_data_sev, and test_data_sev
combined_data <- dplyr::bind_rows(
train_data_sev %>% dplyr::mutate(dataset = 'train'),
val_data_sev %>% dplyr::mutate(dataset = 'val'),
test_data_sev %>% dplyr::mutate(dataset = 'test')
)
# Ensure factors are properly formatted in the combined dataset
combined_data <- combined_data %>%
dplyr::mutate(across(everything(), as.factor))
# Split back into original datasets
train_data_sevRQ3 <- combined_data %>%
dplyr::filter(dataset == 'train') %>%
dplyr::select(-dataset)
val_data_sevRQ3 <- combined_data %>%
dplyr::filter(dataset == 'val') %>%
dplyr::select(-dataset)
test_data_sevRQ3 <- combined_data %>%
dplyr::filter(dataset == 'test') %>%
dplyr::select(-dataset)
# Save the split datasets
write.csv(train_data_sevRQ3, 'train_data_sevRQ3.csv', row.names = FALSE)
write.csv(val_data_sevRQ3, 'val_data_sevRQ3.csv', row.names = FALSE)
write.csv(test_data_sevRQ3, 'test_data_sevRQ3.csv', row.names = FALSE)
# Step 1: Check initial class distribution
cat("Initial Class Distribution:\n")## Initial Class Distribution:print(table(train_data_sevRQ3$Breach.Input))##
## CARD DISC HACK INSD PHYS PORT STAT
## 172 1611 6959 7605 596 623 113# Step 2: Identify the majority class and its count
class_counts <- table(train_data_sevRQ3$Breach.Input)
majority_class <- names(class_counts)[which.max(class_counts)]
majority_count <- max(class_counts)
cat("\nMajority Class:", majority_class, "with", majority_count, "instances.\n")##
## Majority Class: INSD with 7605 instances.# Step 3: Identify minority classes (classes with counts less than the majority)
minority_classes <- names(class_counts[class_counts < majority_count])
cat("\nMinority Classes to Oversample:\n")##
## Minority Classes to Oversample:print(minority_classes)## [1] "CARD" "DISC" "HACK" "PHYS" "PORT" "STAT"# Step 4: Initialize an empty dataframe to store oversampled data
oversampled_data <- data.frame()
# Step 5: Loop through each minority class and perform oversampling
for (cls in minority_classes) {
# Extract all instances of the current minority class using dplyr::filter
cls_cases <- train_data_sevRQ3 %>% dplyr::filter(Breach.Input == cls)
# Current count of the class
cls_count <- nrow(cls_cases)
# Calculate replication factor
replication_factor <- ceiling(majority_count / cls_count)
cat("\nOversampling Class:", cls)
cat("\nCurrent Count:", cls_count)
cat("\nReplication Factor:", replication_factor, "\n")
# Replicate the class instances using dplyr::slice
oversampled_cls <- cls_cases %>%
dplyr::slice(rep(1:n(), times = replication_factor))
# Calculate how many instances to trim to exactly match the majority count
oversampled_cls_trimmed <- oversampled_cls %>%
dplyr::slice(1:(majority_count - cls_count))
# Combine the oversampled instances
oversampled_data <- dplyr::bind_rows(oversampled_data, oversampled_cls_trimmed)
cat("Oversampled Instances Added:", nrow(oversampled_cls_trimmed), "\n")
}##
## Oversampling Class: CARD
## Current Count: 172
## Replication Factor: 45
## Oversampled Instances Added: 7433
##
## Oversampling Class: DISC
## Current Count: 1611
## Replication Factor: 5
## Oversampled Instances Added: 5994
##
## Oversampling Class: HACK
## Current Count: 6959
## Replication Factor: 2
## Oversampled Instances Added: 646
##
## Oversampling Class: PHYS
## Current Count: 596
## Replication Factor: 13
## Oversampled Instances Added: 7009
##
## Oversampling Class: PORT
## Current Count: 623
## Replication Factor: 13
## Oversampled Instances Added: 6982
##
## Oversampling Class: STAT
## Current Count: 113
## Replication Factor: 68
## Oversampled Instances Added: 7492# Step 6: Combine the oversampled data with the original training data
train_data_balanced <- dplyr::bind_rows(train_data_sevRQ3, oversampled_data)
# Step 7: Shuffle the rows to mix the oversampled cases throughout the dataset
set.seed(123) # For reproducibility
train_data_balanced <- train_data_balanced %>% dplyr::sample_frac(1)
# Step 8: Update the factor levels if needed
train_data_balanced$Breach.Input <- factor(train_data_balanced$Breach.Input,
levels = levels(train_data_sevRQ3$Breach.Input))
# Verify the new class distribution
cat("\nNew Class Distribution After Oversampling:\n")##
## New Class Distribution After Oversampling:print(table(train_data_balanced$Breach.Input))##
## CARD DISC HACK INSD PHYS PORT STAT
## 7605 7605 7605 7605 7605 7605 7605Ordinary logistic regression model
# Using manually oversampled data
# Fit the ordinal regression model using the balanced training data
model_balanced <- ordinal::clm(Breach.Input ~ Organization.Type + State + Information.Types, data = train_data_balanced)
# Summary of the balanced model
summary(model_balanced)## formula: Breach.Input ~ Organization.Type + State + Information.Types
## data: train_data_balanced
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 53235 -92812.52 185785.05 5(0) 3.05e-07 1.7e+06
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## Organization.TypeBSO 0.85102 0.02502 34.008 < 2e-16 ***
## Organization.TypeBSR -0.41901 0.03259 -12.856 < 2e-16 ***
## Organization.TypeEDU 1.31115 0.03949 33.200 < 2e-16 ***
## Organization.TypeGOV 0.87838 0.04678 18.778 < 2e-16 ***
## Organization.TypeMED 1.40675 0.02802 50.206 < 2e-16 ***
## Organization.TypeNGO 0.68097 0.05608 12.143 < 2e-16 ***
## Organization.TypeUNKN 1.05316 0.08967 11.745 < 2e-16 ***
## StateAlaska 0.92761 0.23034 4.027 5.65e-05 ***
## StateAlberta -1.42582 0.46942 -3.037 0.002386 **
## StateArizona 0.89160 0.17806 5.007 5.52e-07 ***
## StateArkansas 1.67022 0.20299 8.228 < 2e-16 ***
## StateCalifornia 1.05529 0.14836 7.113 1.14e-12 ***
## StateCanada 3.23710 1.44672 2.238 0.025251 *
## StateCarolina -0.69465 1.44450 -0.481 0.630590
## StateColorado 0.13106 0.16840 0.778 0.436425
## StateConnecticut 0.24880 0.17028 1.461 0.143985
## StateDelaware 1.02741 0.20934 4.908 9.21e-07 ***
## StateDistrict of Columbia 0.41204 0.19636 2.098 0.035873 *
## StateFlorida 0.65161 0.15417 4.227 2.37e-05 ***
## StateGeorgia 0.39495 0.16140 2.447 0.014404 *
## StateHawaii 0.20410 0.23830 0.856 0.391730
## StateIdaho 0.93137 0.29049 3.206 0.001345 **
## StateIllinois 0.29889 0.15346 1.948 0.051455 .
## StateIndiana 0.84822 0.14757 5.748 9.04e-09 ***
## StateIowa -0.32345 0.16714 -1.935 0.052957 .
## StateKansas -0.45980 0.20335 -2.261 0.023755 *
## StateKentucky -0.23825 0.18341 -1.299 0.193952
## StateLondon -1.15479 1.44468 -0.799 0.424094
## StateLouisiana 0.73613 0.20909 3.521 0.000431 ***
## StateMaine 0.40928 0.15072 2.715 0.006619 **
## StateMaryland 0.14023 0.14954 0.938 0.348381
## StateMassachusetts -0.41319 0.15409 -2.681 0.007331 **
## StateMichigan 0.31428 0.16447 1.911 0.056031 .
## StateMinnesota 0.26823 0.16828 1.594 0.110954
## StateMississippi -0.02540 0.23590 -0.108 0.914267
## StateMissouri -0.57795 0.16769 -3.447 0.000568 ***
## StateMontana 0.17416 0.15549 1.120 0.262676
## StateNebraska 0.96823 0.19780 4.895 9.83e-07 ***
## StateNevada -0.03693 0.18918 -0.195 0.845221
## StateNew Hampshire 0.18706 0.15261 1.226 0.220313
## StateNew Jersey -0.13208 0.16212 -0.815 0.415256
## StateNew Mexico 0.69782 0.21108 3.306 0.000946 ***
## StateNew York 1.10536 0.15105 7.318 2.52e-13 ***
## StateNorth Carolina 0.01965 0.16304 0.121 0.904071
## StateNorth Dakota 3.10248 0.27239 11.390 < 2e-16 ***
## StateNorth Holland 1.22650 1.44430 0.849 0.395770
## StateOhio 0.80094 0.15854 5.052 4.37e-07 ***
## StateOklahoma 0.65299 0.21538 3.032 0.002432 **
## StateOregon 0.21943 0.16574 1.324 0.185531
## StatePennsylvania -0.37425 0.15652 -2.391 0.016800 *
## StatePuerto Rico -1.21475 0.32979 -3.683 0.000230 ***
## StateRhode Island 0.26416 0.20754 1.273 0.203091
## StateSouth Carolina -0.08545 0.19227 -0.444 0.656726
## StateSouth Dakota 0.43167 0.26613 1.622 0.104795
## StateTennessee 0.91684 0.16541 5.543 2.98e-08 ***
## StateTexas 0.79160 0.15052 5.259 1.45e-07 ***
## StateUnkn 1.39851 0.14741 9.487 < 2e-16 ***
## StateUtah -0.05877 0.19735 -0.298 0.765856
## StateVermont 0.97158 0.17051 5.698 1.21e-08 ***
## StateVirginia -0.11766 0.16287 -0.722 0.470046
## StateWashington 0.06234 0.15858 0.393 0.694224
## StateWest Virginia 0.76281 0.27813 2.743 0.006096 **
## StateWisconsin -0.07307 0.17473 -0.418 0.675787
## StateWyoming 2.28705 0.25700 8.899 < 2e-16 ***
## Information.TypesCOMMERCIAL 0.09659 1.48155 0.065 0.948017
## Information.TypesEMPLOYMENT 0.58954 1.47997 0.398 0.690373
## Information.TypesFINANCIAL -1.23137 1.58439 -0.777 0.437048
## Information.TypesHEALTH 1.20401 1.43761 0.838 0.402307
## Information.TypesIDENTIFIER 0.82739 1.43709 0.576 0.564789
## Information.TypesNAME -0.01876 1.76195 -0.011 0.991505
## Information.TypesSENSITIVE-GOV 0.59221 1.44300 0.410 0.681510
## Information.TypesSENSITIVE-LOGIN -1.83434 1.43931 -1.274 0.202503
## Information.TypesUNENCRYPTED 0.49131 1.49331 0.329 0.742151
## Information.TypesUNKN -0.37828 1.43692 -0.263 0.792352
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## CARD|DISC -0.4452 1.4446 -0.308
## DISC|HACK 0.6250 1.4445 0.433
## HACK|INSD 1.3425 1.4445 0.929
## INSD|PHYS 2.0560 1.4445 1.423
## PHYS|PORT 2.9163 1.4446 2.019
## PORT|STAT 4.0515 1.4446 2.805# Predict on validation data
val_data_sevRQ3$predictions <- predict(model_balanced, newdata = val_data_sevRQ3, type = "class")
# Ensure that predictions and actual values are factors with the same levels
val_data_sevRQ3$predictions <- factor(val_data_sevRQ3$predictions, levels = levels(val_data_sevRQ3$Breach.Input))
# Confusion matrix for validation data
val_conf_matrix <- caret::confusionMatrix(val_data_sevRQ3$predictions, val_data_sevRQ3$Breach.Input)
print(val_conf_matrix)## Confusion Matrix and Statistics
##
## Reference
## Prediction CARD DISC HACK INSD PHYS PORT STAT
## CARD 0 0 0 0 0 0 0
## DISC 0 0 0 0 0 0 0
## HACK 0 0 0 0 0 0 0
## INSD 0 0 0 0 0 0 0
## PHYS 0 0 0 0 0 0 0
## PORT 0 0 0 0 0 0 0
## STAT 0 0 0 0 0 0 0
##
## Overall Statistics
##
## Accuracy : NaN
## 95% CI : (NA, NA)
## No Information Rate : NA
## P-Value [Acc > NIR] : NA
##
## Kappa : NaN
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: CARD Class: DISC Class: HACK Class: INSD
## Sensitivity NA NA NA NA
## Specificity NA NA NA NA
## Pos Pred Value NA NA NA NA
## Neg Pred Value NA NA NA NA
## Prevalence NaN NaN NaN NaN
## Detection Rate NaN NaN NaN NaN
## Detection Prevalence NaN NaN NaN NaN
## Balanced Accuracy NA NA NA NA
## Class: PHYS Class: PORT Class: STAT
## Sensitivity NA NA NA
## Specificity NA NA NA
## Pos Pred Value NA NA NA
## Neg Pred Value NA NA NA
## Prevalence NaN NaN NaN
## Detection Rate NaN NaN NaN
## Detection Prevalence NaN NaN NaN
## Balanced Accuracy NA NA NA# Similarly, predict and evaluate on test data
test_data_sevRQ3$predictions <- predict(model_balanced, newdata = test_data_sevRQ3, type = "class")
test_data_sevRQ3$predictions <- factor(test_data_sevRQ3$predictions, levels = levels(test_data_sevRQ3$Breach.Input))
test_conf_matrix <- caret::confusionMatrix(test_data_sevRQ3$predictions, test_data_sevRQ3$Breach.Input)
print(test_conf_matrix)## Confusion Matrix and Statistics
##
## Reference
## Prediction CARD DISC HACK INSD PHYS PORT STAT
## CARD 0 0 0 0 0 0 0
## DISC 0 0 0 0 0 0 0
## HACK 0 0 0 0 0 0 0
## INSD 0 0 0 0 0 0 0
## PHYS 0 0 0 0 0 0 0
## PORT 0 0 0 0 0 0 0
## STAT 0 0 0 0 0 0 0
##
## Overall Statistics
##
## Accuracy : NaN
## 95% CI : (NA, NA)
## No Information Rate : NA
## P-Value [Acc > NIR] : NA
##
## Kappa : NaN
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: CARD Class: DISC Class: HACK Class: INSD
## Sensitivity NA NA NA NA
## Specificity NA NA NA NA
## Pos Pred Value NA NA NA NA
## Neg Pred Value NA NA NA NA
## Prevalence NaN NaN NaN NaN
## Detection Rate NaN NaN NaN NaN
## Detection Prevalence NaN NaN NaN NaN
## Balanced Accuracy NA NA NA NA
## Class: PHYS Class: PORT Class: STAT
## Sensitivity NA NA NA
## Specificity NA NA NA
## Pos Pred Value NA NA NA
## Neg Pred Value NA NA NA
## Prevalence NaN NaN NaN
## Detection Rate NaN NaN NaN
## Detection Prevalence NaN NaN NaN
## Balanced Accuracy NA NA NA# Calculate accuracy
val_accuracy <- sum(val_data_sevRQ3$predictions == val_data_sevRQ3$Breach.Input) / nrow(val_data_sevRQ3)
test_accuracy <- sum(test_data_sevRQ3$predictions == test_data_sevRQ3$Breach.Input) / nrow(test_data_sevRQ3)
# Print accuracy
cat("\nValidation Accuracy: ", val_accuracy, "\n")##
## Validation Accuracy: NAcat("Test Accuracy: ", test_accuracy, "\n")## Test Accuracy: NA# Check if the columns are numeric or categorical
str(train_data_balanced)## 'data.frame': 53235 obs. of 25 variables:
## $ Index : Factor w/ 25252 levels "2","3","4","5",..: 3133 24779 2343 6303 18026 252 17527 24794 10807 919 ...
## $ Name.of.Entity : Factor w/ 12589 levels "1 Hotel","1-800 Contacts Inc.",..: 9742 7111 5511 9392 9849 56 10847 3364 2624 5728 ...
## $ Source : Factor w/ 16 levels "CA","DE","HHS",..: 3 5 3 10 5 9 3 3 3 3 ...
## $ Organization.Type : Factor w/ 8 levels "BSF","BSO","BSR",..: 6 2 6 2 1 3 6 6 6 6 ...
## $ Organization.Type.Explanation : Factor w/ 12594 levels "'47 Brand LLC is a sports apparel company that operates websites which indicate it's an online retailer. Thus, "| __truncated__,..: 6603 3714 3034 4736 4952 24 5883 6255 10983 7766 ...
## $ Breach.Type : Factor w/ 8 levels "CARD","DISC",..: 7 8 2 2 8 3 6 7 6 3 ...
## $ Breach.Input : Factor w/ 7 levels "CARD","DISC",..: 7 4 2 2 5 3 6 7 6 3 ...
## $ Breach.Type.Explanation : Factor w/ 25245 levels "1st Source Bank suffered a data breach due to a critical vulnerability in the MOVEit software they were using, "| __truncated__,..: 5353 23314 9575 4346 23851 18064 7628 7664 3687 4183 ...
## $ Max.Records.Impacted : Factor w/ 7080 levels "0","1","2","3",..: 2482 3 639 3 1157 11 5774 2325 1600 4650 ...
## $ Max.Records.Impacted.Explanation: Factor w/ 25227 levels "A total of 503 records were impacted as reported by the source, which is the precise number of records revealed"| __truncated__,..: 21511 9538 19060 3043 11766 4790 17407 14907 12293 13239 ...
## $ Information.Types : Factor w/ 11 levels "BIOMETRIC","COMMERCIAL",..: 6 11 6 3 11 6 6 6 6 6 ...
## $ Encryption.Status : Factor w/ 9 levels "COMMERCIAL","ENCRIPTED",..: 7 8 7 7 8 7 7 7 7 7 ...
## $ Information.Types.Description : Factor w/ 19958 levels "A bank statement typically includes identifiable information such as name, account numbers, addresses, and tran"| __truncated__,..: 13344 5034 13520 19503 19231 1892 17180 5859 5807 3157 ...
## $ State : Factor w/ 58 levels "Alabama","Alaska",..: 51 18 37 50 18 46 43 51 51 37 ...
## $ breach.location.explanation : Factor w/ 25232 levels "'Irvine Scientific' suggests that the entity may be located in Irvine, California based on the entity name, but"| __truncated__,..: 20290 6792 14973 19000 6148 13162 17468 14265 5626 207 ...
## $ Description.of.Breach : Factor w/ 25240 levels "1 Hotel guests' personal information, including names, emails, phone numbers, addresses, and payment card detai"| __truncated__,..: 14174 22031 6766 6972 22998 12275 7111 14646 15030 12712 ...
## $ Reported.Date.New : Factor w/ 3642 levels "2006-11-10","2007-01-09",..: 2978 1664 2732 1548 2512 2456 1172 466 937 3012 ...
## $ Date.of.Breach.New : Factor w/ 4329 levels "2006-10-11","2006-12-10",..: 3549 1946 3240 1769 2995 2911 1310 491 1042 3593 ...
## $ Year.of.Breach : Factor w/ 18 levels "2006","2007",..: 16 11 15 11 14 14 9 6 8 16 ...
## $ normalized_records : Factor w/ 7080 levels "0","5e-10","1e-09",..: 2482 3 639 3 1157 11 5774 2325 1600 4650 ...
## $ attack_score : Factor w/ 7 levels "0.1","0.25","0.4",..: 7 2 5 5 4 1 6 7 6 1 ...
## $ industry_score : Factor w/ 8 levels "0.1","0.228571428571429",..: 5 1 5 1 4 3 5 5 5 5 ...
## $ severity_score : Factor w/ 13582 levels "0.05","0.05000000025",..: 13462 1161 12230 10207 11208 3165 13229 13460 13029 6204 ...
## $ severity_category : Factor w/ 4 levels "Below500","High",..: 4 1 3 1 3 1 2 4 3 2 ...
## $ severity_score_categorical : Factor w/ 3 levels "High","Low","Med": 3 2 3 2 3 2 3 3 3 2 ...# Scale only numeric features
train_data_balanced <- train_data_balanced %>%
mutate(across(where(is.numeric), scale))
# Ensure categorical variables are factors (if not already)
train_data_balanced$Organization.Type <- as.factor(train_data_balanced$Organization.Type)
train_data_balanced$State <- as.factor(train_data_balanced$State)
train_data_balanced$Information.Types <- as.factor(train_data_balanced$Information.Types)
# Refit the model with the updated dataset
model_balanced_std <- ordinal::clm(Breach.Input ~ Organization.Type + State + Information.Types, data = train_data_balanced)
# Check the summary of the new model
summary(model_balanced_std)## formula: Breach.Input ~ Organization.Type + State + Information.Types
## data: train_data_balanced
##
## link threshold nobs logLik AIC niter max.grad cond.H
## logit flexible 53235 -92812.52 185785.05 5(0) 3.05e-07 1.7e+06
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## Organization.TypeBSO 0.85102 0.02502 34.008 < 2e-16 ***
## Organization.TypeBSR -0.41901 0.03259 -12.856 < 2e-16 ***
## Organization.TypeEDU 1.31115 0.03949 33.200 < 2e-16 ***
## Organization.TypeGOV 0.87838 0.04678 18.778 < 2e-16 ***
## Organization.TypeMED 1.40675 0.02802 50.206 < 2e-16 ***
## Organization.TypeNGO 0.68097 0.05608 12.143 < 2e-16 ***
## Organization.TypeUNKN 1.05316 0.08967 11.745 < 2e-16 ***
## StateAlaska 0.92761 0.23034 4.027 5.65e-05 ***
## StateAlberta -1.42582 0.46942 -3.037 0.002386 **
## StateArizona 0.89160 0.17806 5.007 5.52e-07 ***
## StateArkansas 1.67022 0.20299 8.228 < 2e-16 ***
## StateCalifornia 1.05529 0.14836 7.113 1.14e-12 ***
## StateCanada 3.23710 1.44672 2.238 0.025251 *
## StateCarolina -0.69465 1.44450 -0.481 0.630590
## StateColorado 0.13106 0.16840 0.778 0.436425
## StateConnecticut 0.24880 0.17028 1.461 0.143985
## StateDelaware 1.02741 0.20934 4.908 9.21e-07 ***
## StateDistrict of Columbia 0.41204 0.19636 2.098 0.035873 *
## StateFlorida 0.65161 0.15417 4.227 2.37e-05 ***
## StateGeorgia 0.39495 0.16140 2.447 0.014404 *
## StateHawaii 0.20410 0.23830 0.856 0.391730
## StateIdaho 0.93137 0.29049 3.206 0.001345 **
## StateIllinois 0.29889 0.15346 1.948 0.051455 .
## StateIndiana 0.84822 0.14757 5.748 9.04e-09 ***
## StateIowa -0.32345 0.16714 -1.935 0.052957 .
## StateKansas -0.45980 0.20335 -2.261 0.023755 *
## StateKentucky -0.23825 0.18341 -1.299 0.193952
## StateLondon -1.15479 1.44468 -0.799 0.424094
## StateLouisiana 0.73613 0.20909 3.521 0.000431 ***
## StateMaine 0.40928 0.15072 2.715 0.006619 **
## StateMaryland 0.14023 0.14954 0.938 0.348381
## StateMassachusetts -0.41319 0.15409 -2.681 0.007331 **
## StateMichigan 0.31428 0.16447 1.911 0.056031 .
## StateMinnesota 0.26823 0.16828 1.594 0.110954
## StateMississippi -0.02540 0.23590 -0.108 0.914267
## StateMissouri -0.57795 0.16769 -3.447 0.000568 ***
## StateMontana 0.17416 0.15549 1.120 0.262676
## StateNebraska 0.96823 0.19780 4.895 9.83e-07 ***
## StateNevada -0.03693 0.18918 -0.195 0.845221
## StateNew Hampshire 0.18706 0.15261 1.226 0.220313
## StateNew Jersey -0.13208 0.16212 -0.815 0.415256
## StateNew Mexico 0.69782 0.21108 3.306 0.000946 ***
## StateNew York 1.10536 0.15105 7.318 2.52e-13 ***
## StateNorth Carolina 0.01965 0.16304 0.121 0.904071
## StateNorth Dakota 3.10248 0.27239 11.390 < 2e-16 ***
## StateNorth Holland 1.22650 1.44430 0.849 0.395770
## StateOhio 0.80094 0.15854 5.052 4.37e-07 ***
## StateOklahoma 0.65299 0.21538 3.032 0.002432 **
## StateOregon 0.21943 0.16574 1.324 0.185531
## StatePennsylvania -0.37425 0.15652 -2.391 0.016800 *
## StatePuerto Rico -1.21475 0.32979 -3.683 0.000230 ***
## StateRhode Island 0.26416 0.20754 1.273 0.203091
## StateSouth Carolina -0.08545 0.19227 -0.444 0.656726
## StateSouth Dakota 0.43167 0.26613 1.622 0.104795
## StateTennessee 0.91684 0.16541 5.543 2.98e-08 ***
## StateTexas 0.79160 0.15052 5.259 1.45e-07 ***
## StateUnkn 1.39851 0.14741 9.487 < 2e-16 ***
## StateUtah -0.05877 0.19735 -0.298 0.765856
## StateVermont 0.97158 0.17051 5.698 1.21e-08 ***
## StateVirginia -0.11766 0.16287 -0.722 0.470046
## StateWashington 0.06234 0.15858 0.393 0.694224
## StateWest Virginia 0.76281 0.27813 2.743 0.006096 **
## StateWisconsin -0.07307 0.17473 -0.418 0.675787
## StateWyoming 2.28705 0.25700 8.899 < 2e-16 ***
## Information.TypesCOMMERCIAL 0.09659 1.48155 0.065 0.948017
## Information.TypesEMPLOYMENT 0.58954 1.47997 0.398 0.690373
## Information.TypesFINANCIAL -1.23137 1.58439 -0.777 0.437048
## Information.TypesHEALTH 1.20401 1.43761 0.838 0.402307
## Information.TypesIDENTIFIER 0.82739 1.43709 0.576 0.564789
## Information.TypesNAME -0.01876 1.76195 -0.011 0.991505
## Information.TypesSENSITIVE-GOV 0.59221 1.44300 0.410 0.681510
## Information.TypesSENSITIVE-LOGIN -1.83434 1.43931 -1.274 0.202503
## Information.TypesUNENCRYPTED 0.49131 1.49331 0.329 0.742151
## Information.TypesUNKN -0.37828 1.43692 -0.263 0.792352
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
## Estimate Std. Error z value
## CARD|DISC -0.4452 1.4446 -0.308
## DISC|HACK 0.6250 1.4445 0.433
## HACK|INSD 1.3425 1.4445 0.929
## INSD|PHYS 2.0560 1.4445 1.423
## PHYS|PORT 2.9163 1.4446 2.019
## PORT|STAT 4.0515 1.4446 2.805# Load necessary libraries
library(caret) # For confusion matrix and metrics
library(dplyr) # For data manipulation
# Predict on validation data
val_data_sevRQ3$predictions <- predict(model_balanced_std, newdata = val_data_sevRQ3, type = "class")
# Ensure predictions and actual values are factors with the same levels
val_data_sevRQ3$predictions <- factor(val_data_sevRQ3$predictions, levels = levels(val_data_sevRQ3$Breach.Input))
# Calculate the confusion matrix
val_conf_matrix <- confusionMatrix(val_data_sevRQ3$predictions, val_data_sevRQ3$Breach.Input)
# Print confusion matrix
print(val_conf_matrix)## Confusion Matrix and Statistics
##
## Reference
## Prediction CARD DISC HACK INSD PHYS PORT STAT
## CARD 0 0 0 0 0 0 0
## DISC 0 0 0 0 0 0 0
## HACK 0 0 0 0 0 0 0
## INSD 0 0 0 0 0 0 0
## PHYS 0 0 0 0 0 0 0
## PORT 0 0 0 0 0 0 0
## STAT 0 0 0 0 0 0 0
##
## Overall Statistics
##
## Accuracy : NaN
## 95% CI : (NA, NA)
## No Information Rate : NA
## P-Value [Acc > NIR] : NA
##
## Kappa : NaN
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: CARD Class: DISC Class: HACK Class: INSD
## Sensitivity NA NA NA NA
## Specificity NA NA NA NA
## Pos Pred Value NA NA NA NA
## Neg Pred Value NA NA NA NA
## Prevalence NaN NaN NaN NaN
## Detection Rate NaN NaN NaN NaN
## Detection Prevalence NaN NaN NaN NaN
## Balanced Accuracy NA NA NA NA
## Class: PHYS Class: PORT Class: STAT
## Sensitivity NA NA NA
## Specificity NA NA NA
## Pos Pred Value NA NA NA
## Neg Pred Value NA NA NA
## Prevalence NaN NaN NaN
## Detection Rate NaN NaN NaN
## Detection Prevalence NaN NaN NaN
## Balanced Accuracy NA NA NA# Extract accuracy, precision, recall, and F1 score from the confusion matrix
accuracy <- val_conf_matrix$overall['Accuracy']
precision <- val_conf_matrix$byClass['Pos Pred Value'] # Precision
recall <- val_conf_matrix$byClass['Sensitivity'] # Recall
f1_score <- 2 * ((precision * recall) / (precision + recall)) # F1 Score
# Print metrics
cat("Accuracy: ", accuracy, "\n")## Accuracy: NaNcat("Precision: ", precision, "\n")## Precision: NAcat("Recall: ", recall, "\n")## Recall: NAcat("F1 Score: ", f1_score, "\n")## F1 Score: NA# Confusion matrix is already printed aboveRelationship between the variables
# Load necessary libraries
library(dplyr)
library(ggplot2)
library(ordinal)
library(caret)
# Create summary_data
summary_data <- train_data_balanced %>%
group_by(Organization.Type, Breach.Input, Information.Types) %>%
summarise(count = n()) %>%
ungroup()## `summarise()` has grouped output by 'Organization.Type', 'Breach.Input'. You
## can override using the `.groups` argument.# Generate the plot
ggplot(summary_data, aes(x = Organization.Type, y = count, fill = Breach.Input)) +
geom_bar(stat = "identity", position = "dodge") +
facet_wrap(~ Information.Types, scales = "free_x") +
theme_minimal() +
labs(
title = "Relationship Between Organization Type and Breach Input Across Information Types",
x = "Organization Type",
y = "Count",
fill = "Breach Input"
) +
theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))
Aggregated data plot from the model
# Assuming the predictions are stored in val_data_sevRQ3$predictions
# Update the `summary_data` with validation or test dataset including predictions
summary_data_with_predictions <- val_data_sevRQ3 %>%
select(Organization.Type, Breach.Input, predictions) # Include actual and predicted values
# Replace Breach.Input with predictions for the visualization
aggregated_data <- summary_data_with_predictions %>%
group_by(Organization.Type, predictions) %>% # Use predictions instead of actual Breach.Input
summarise(total_count = n(), .groups = 'drop') %>%
complete(Organization.Type, predictions, fill = list(total_count = 0)) # Ensure all combinations are present
# Bar plot of aggregated data based on predicted Breach.Input
ggplot(aggregated_data, aes(x = Organization.Type, y = total_count, fill = predictions)) + # Change fill to predictions
geom_bar(stat = "identity", position = "fill") +
scale_fill_brewer(palette = "Set2") +
scale_y_continuous(labels = percent_format()) +
theme_minimal() +
labs(
title = "Proportion of Predicted Breach Input Types by Organization Type",
x = "Organization Type",
y = "Proportion",
fill = "Predicted Breach Input" # Update legend label
) +
theme(
axis.text.x = element_text(angle = 45, hjust = 1),
plot.title = element_text(hjust = 0.5, size = 14, face = "bold"),
legend.position = "bottom"
) +
geom_text(aes(label = percent(total_count / sum(total_count))),
position = position_fill(vjust = 0.5), size = 3, color = "white")
From the dataset
# Load necessary libraries
library(dplyr)
library(ggplot2)
library(tidyr)
library(scales) # For percent_format
# Aggregate data by Organization Type and Breach Input
aggregated_data <- summary_data %>%
group_by(Organization.Type, Breach.Input) %>%
summarise(total_count = sum(count), .groups = 'drop') %>%
complete(Organization.Type, Breach.Input, fill = list(total_count = 0)) # Ensure all combinations are present
# Bar plot of aggregated data with enhancements
ggplot(aggregated_data, aes(x = Organization.Type, y = total_count, fill = Breach.Input)) +
geom_bar(stat = "identity", position = "fill") +
scale_fill_brewer(palette = "Set2") + # Improved color palette
scale_y_continuous(labels = percent_format()) + # Display y-axis as percentages
theme_minimal() +
labs(
title = "Proportion of Breach Input Types by Organization Type",
x = "Organization Type",
y = "Proportion",
fill = "Breach Input"
) +
theme(
axis.text.x = element_text(angle = 45, hjust = 1), # Adjust label angle for readability
plot.title = element_text(hjust = 0.5, size = 14, face = "bold"),
legend.position = "bottom"
) +
geom_text(aes(label = percent(total_count / sum(total_count))),
position = position_fill(vjust = 0.5), size = 3, color = "white")
Highlighting key variables
# Load necessary libraries
library(dplyr)
library(tidyr)
library(ggplot2)
library(scales) # For percentage scales
library(RColorBrewer) # For color palettes
# Uncomment the following line if you want to use plotly
# library(plotly)
# Step 1: Aggregate data by Organization Type and Breach Input
aggregated_data <- summary_data %>%
group_by(Organization.Type, Breach.Input) %>%
summarise(total_count = sum(count), .groups = 'drop') %>%
complete(Organization.Type, Breach.Input, fill = list(total_count = 0)) # Ensure all combinations are present
# Step 2: Identify and Exclude Outliers Based on total_count
# Calculate IQR for total_count
Q1 <- quantile(aggregated_data$total_count, 0.25)
Q3 <- quantile(aggregated_data$total_count, 0.75)
IQR_value <- Q3 - Q1
# Define lower and upper bounds for outliers
lower_bound <- Q1 - 1.5 * IQR_value
upper_bound <- Q3 + 1.5 * IQR_value
# Identify outlier combinations
outliers <- aggregated_data %>%
filter(total_count < lower_bound | total_count > upper_bound)
# Display outlier combinations
cat("Outlier Combinations:\n")## Outlier Combinations:print(outliers)## # A tibble: 4 × 3
## Organization.Type Breach.Input total_count
## <fct> <fct> <int>
## 1 BSF CARD 3272
## 2 MED PHYS 3282
## 3 MED PORT 3618
## 4 MED STAT 5583# Exclude outliers from the aggregated data
aggregated_data_filtered <- aggregated_data %>%
filter(total_count >= lower_bound & total_count <= upper_bound)
# Step 3: Create the Bar Plot Without Outliers
ggplot_obj_filtered <- ggplot(aggregated_data_filtered, aes(x = Organization.Type, y = total_count, fill = Breach.Input)) +
geom_bar(stat = "identity", position = "dodge") +
scale_fill_brewer(palette = "Set2") + # Improved color palette
theme_minimal() +
labs(
title = "Proportion of Breach Input Types by Organization Type (Outliers Excluded)",
x = "Organization Type",
y = "Count",
fill = "Breach Input"
) +
theme(
axis.text.x = element_text(angle = 45, vjust = 0.5, hjust=1),
plot.title = element_text(hjust = 0.5, size = 14, face = "bold"),
legend.position = "bottom"
)
# Step 4 (Optional): Make the Plot Interactive with plotly
# Uncomment the following lines if plotly is installed and you wish to create an interactive plot
# interactive_plot_filtered <- ggplotly(ggplot_obj_filtered)
# interactive_plot_filtered
# Display the static plot
print(ggplot_obj_filtered)
# If using plotly, display the interactive plot
# print(interactive_plot_filtered)Feature importance plot
# Load necessary libraries
library(dplyr) # For data manipulation
library(ggplot2) # For plotting
library(ordinal) # For ordinal regression models
library(caret) # For confusion matrices and evaluation
# Check if 'State' exists in train_data_balanced
if(!"State" %in% colnames(train_data_balanced)){
cat("The 'State' column is NOT present in train_data_balanced. It will be excluded from the model.\n")
} else {
cat("The 'State' column is present in train_data_balanced and will be included in the model.\n")
}## The 'State' column is present in train_data_balanced and will be included in the model.# Obtain the summary of the fitted model
model_summary <- summary(model_balanced)
# Extract the coefficients matrix
coefficients_matrix <- model_summary$coefficients
# Convert the coefficients matrix to a data frame for easier manipulation
coefficients_df <- as.data.frame(coefficients_matrix)
# Select only the 'Estimate' and 'Std. Error' columns
coefficients_df <- coefficients_df[, c("Estimate", "Std. Error")]
# Add the Feature names as a separate column
coefficients_df$Feature <- rownames(coefficients_df)
# Reset row names
rownames(coefficients_df) <- NULL
# Exclude threshold (intercept) terms if present
# Threshold terms typically start with "Threshold" in ordinal models
coefficients_df <- coefficients_df %>%
filter(!grepl("^Threshold", Feature))
# Calculate the absolute standardized coefficients (Significance)
coefficients_df <- coefficients_df %>%
mutate(Significance = abs(Estimate / `Std. Error`))
# Order the data frame by descending Significance
feature_importance <- coefficients_df %>%
arrange(desc(Significance))
# Define the number of top features to display
top_n <- 10 # Adjust this number based on your preference
# Select top N features based on Significance
feature_importance_top <- feature_importance %>%
slice_max(order_by = Significance, n = top_n)
# Create the horizontal bar plot
ggplot(feature_importance_top, aes(x = reorder(Feature, Significance), y = Significance)) +
geom_bar(stat = "identity", fill = "steelblue") +
geom_text(aes(label = round(Significance, 2)),
hjust = -0.1,
size = 3) + # Adds significance values as labels outside the bars
coord_flip() + # Flips the coordinates for a horizontal layout
labs(title = paste("Top", top_n, "Feature Significance for Ordinal Regression Model"),
x = "Features",
y = "Significance (|Estimate / Std. Error|)") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 14, face = "bold"),
axis.text.x = element_text(size = 10),
axis.text.y = element_text(size = 10)
) +
ylim(0, max(feature_importance_top$Significance) * 1.1) # Adds space for labels
Residuals Plot
# Plot residuals vs. fitted values
plot(fitted(model_balanced), resid(model_balanced, type = "response"),
main = "Residuals vs Fitted Values",
xlab = "Fitted Values",
ylab = "Residuals",
pch = 20, col = "blue")
abline(h = 0, col = "red")
Random Forest
# Load necessary libraries
library(ranger)
library(caret)
library(pROC)
library(mltools) # For F1_Score
library(tidyverse)
# Custom macro F1 Score Function
macro_F1_Score <- function(predicted, actual) {
f1_scores <- sapply(levels(actual), function(level) {
actual_binary <- ifelse(actual == level, 1, 0)
predicted_binary <- ifelse(predicted == level, 1, 0)
precision <- caret::posPredValue(as.factor(predicted_binary), as.factor(actual_binary), positive = "1")
recall <- caret::sensitivity(as.factor(predicted_binary), as.factor(actual_binary), positive = "1")
f1 <- ifelse(precision + recall == 0, 0, 2 * ((precision * recall) / (precision + recall)))
return(f1)
})
return(mean(f1_scores))
}
# Ensure Breach.Input is a factor and its levels match across datasets
train_data_balanced$Breach.Input <- factor(train_data_balanced$Breach.Input)
val_data_sevRQ3$Breach.Input <- factor(val_data_sevRQ3$Breach.Input, levels = levels(train_data_balanced$Breach.Input))
test_data_sevRQ3$Breach.Input <- factor(test_data_sevRQ3$Breach.Input, levels = levels(train_data_balanced$Breach.Input))
# Fit the Random Forest model using ranger
rf_model <- ranger(
formula = Breach.Input ~ Organization.Type + State + Information.Types,
data = train_data_balanced,
importance = "impurity",
probability = TRUE,
num.trees = 500
)
# Predict on validation data
val_pred <- predict(rf_model, data = val_data_sevRQ3)$predictions
val_pred_class <- factor(colnames(val_pred)[max.col(val_pred, ties.method = "random")], levels = levels(train_data_balanced$Breach.Input))
# Ensure column names of val_pred match levels of Breach.Input
colnames(val_pred) <- levels(train_data_balanced$Breach.Input)
# Confusion matrix and evaluation metrics for validation data
val_confusion <- confusionMatrix(val_pred_class, val_data_sevRQ3$Breach.Input)
val_accuracy <- val_confusion$overall['Accuracy']
# Calculate precision, recall, and F1 score for each class and then average them
val_precision <- mean(sapply(levels(val_data_sevRQ3$Breach.Input), function(level) {
caret::posPredValue(as.factor(val_pred_class == level), as.factor(val_data_sevRQ3$Breach.Input == level), positive = "TRUE")
}))
val_recall <- mean(sapply(levels(val_data_sevRQ3$Breach.Input), function(level) {
caret::sensitivity(as.factor(val_pred_class == level), as.factor(val_data_sevRQ3$Breach.Input == level), positive = "TRUE")
}))
val_f1 <- macro_F1_Score(val_pred_class, val_data_sevRQ3$Breach.Input)
# AUC-ROC for validation data
val_roc <- pROC::multiclass.roc(val_data_sevRQ3$Breach.Input, val_pred, levels = levels(val_data_sevRQ3$Breach.Input))
val_auc <- pROC::auc(val_roc)
# Print validation metrics
print("Validation Metrics:")## [1] "Validation Metrics:"print(paste("Accuracy: ", val_accuracy))## [1] "Accuracy: 0.482376237623762"print(paste("Precision: ", val_precision))## [1] "Precision: 0.287200836960514"print(paste("Recall: ", val_recall))## [1] "Recall: 0.39073576698709"print(paste("F1 Score: ", val_f1))## [1] "F1 Score: 0.247868633798213"print(paste("AUC-ROC: ", val_auc))## [1] "AUC-ROC: 0.771018129989159"print("Validation Confusion Matrix:")## [1] "Validation Confusion Matrix:"print(val_confusion$table)## Reference
## Prediction CARD DISC HACK INSD PHYS PORT STAT
## CARD 9 22 107 178 2 3 1
## DISC 0 25 100 9 3 9 0
## HACK 2 38 364 17 7 17 0
## INSD 4 37 123 773 35 5 0
## PHYS 1 8 47 51 7 4 1
## PORT 0 44 181 23 7 34 3
## STAT 0 34 111 24 25 24 6# Predict on test data
test_pred <- predict(rf_model, data = test_data_sevRQ3)$predictions
test_pred_class <- factor(colnames(test_pred)[max.col(test_pred, ties.method = "random")], levels = levels(train_data_balanced$Breach.Input))
# Ensure column names of test_pred match levels of Breach.Input
colnames(test_pred) <- levels(train_data_balanced$Breach.Input)
# Confusion matrix and evaluation metrics for test data
test_confusion <- confusionMatrix(test_pred_class, test_data_sevRQ3$Breach.Input)
test_accuracy <- test_confusion$overall['Accuracy']
# Calculate precision, recall, and F1 score for each class and then average them
test_precision <- mean(sapply(levels(test_data_sevRQ3$Breach.Input), function(level) {
caret::posPredValue(as.factor(test_pred_class == level), as.factor(test_data_sevRQ3$Breach.Input == level), positive = "TRUE")
}))
test_recall <- mean(sapply(levels(test_data_sevRQ3$Breach.Input), function(level) {
caret::sensitivity(as.factor(test_pred_class == level), as.factor(test_data_sevRQ3$Breach.Input == level), positive = "TRUE")
}))
test_f1 <- macro_F1_Score(test_pred_class, test_data_sevRQ3$Breach.Input)
# AUC-ROC for test data
test_roc <- pROC::multiclass.roc(test_data_sevRQ3$Breach.Input, test_pred, levels = levels(test_data_sevRQ3$Breach.Input))
test_auc <- pROC::auc(test_roc)
# Print test metrics
print("Test Metrics:")## [1] "Test Metrics:"print(paste("Accuracy: ", test_accuracy))## [1] "Accuracy: 0.485946159936659"print(paste("Precision: ", test_precision))## [1] "Precision: 0.299403194024868"print(paste("Recall: ", test_recall))## [1] "Recall: 0.386398382624623"print(paste("F1 Score: ", test_f1))## [1] "F1 Score: 0.261917054885954"print(paste("AUC-ROC: ", test_auc))## [1] "AUC-ROC: 0.765446471197009"print("Test Confusion Matrix:")## [1] "Test Confusion Matrix:"print(test_confusion$table)## Reference
## Prediction CARD DISC HACK INSD PHYS PORT STAT
## CARD 25 45 213 373 8 4 0
## DISC 0 67 178 27 7 17 3
## HACK 5 74 710 33 15 39 4
## INSD 14 91 230 1553 72 5 4
## PHYS 1 11 75 81 16 6 0
## PORT 1 86 363 43 23 60 10
## STAT 0 78 202 56 40 60 24Feature importance plot
# Load necessary libraries
library(ranger)
library(ggplot2)
# Fit the Random Forest model using ranger with train_data_balanced
rf_model <- ranger(
formula = Breach.Input ~ Organization.Type + State + Information.Types,
data = train_data_balanced,
importance = "impurity",
probability = TRUE,
num.trees = 500
)
# Get feature importance
importance <- importance(rf_model)
# Create a data frame for feature importance
importance_df <- data.frame(
Feature = names(importance),
Importance = importance
)
# Plot feature importance
ggplot(importance_df, aes(x = reorder(Feature, Importance), y = Importance)) +
geom_bar(stat = 'identity', fill = "steelblue") +
coord_flip() +
xlab("Feature") +
ylab("Importance") +
ggtitle("Feature Importance Plot") +
theme_minimal()
Confusion matrix heatmap
# Load necessary library
library(ggplot2)
# Create confusion matrix heatmap using validation data from RF model
ggplot(data = as.data.frame(table(Actual = val_data_sevRQ3$Breach.Input, Predicted = val_pred_class)),
aes(x = Actual, y = Predicted, fill = Freq)) +
geom_tile(color = "white") +
scale_fill_gradient(low = "white", high = "steelblue") +
theme_minimal() +
labs(title = "Confusion Matrix Heatmap",
x = "Actual Class",
y = "Predicted Class",
fill = "Frequency") +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
Roc Curve
# Load necessary library
library(pROC)
# Ensure that 'val_pred' contains predicted probabilities with column names matching class levels
# and that 'val_data_sevRQ3$Breach.Input' is a factor with the same levels
# If not already done, ensure consistency
val_pred <- predict(rf_model, data = val_data_sevRQ3)$predictions
colnames(val_pred) <- levels(train_data_balanced$Breach.Input)
val_pred_class <- factor(colnames(val_pred)[max.col(val_pred, ties.method = "random")],
levels = levels(train_data_balanced$Breach.Input))
# Generate ROC curves for each class using One-vs-Rest approach
roc_data <- lapply(levels(val_data_sevRQ3$Breach.Input), function(class) {
# Create a binary response: TRUE for the current class, FALSE otherwise
binary_response <- factor(val_data_sevRQ3$Breach.Input == class, levels = c(FALSE, TRUE))
# Extract predicted probabilities for the current class
predictor <- val_pred[, class]
# Generate ROC curve for the current class
roc_obj <- roc(response = binary_response,
predictor = predictor,
levels = c(FALSE, TRUE),
direction = "<") # Adjust direction based on your prediction scores
return(roc_obj)
})## Error:
## ! [conflicted] roc found in 2 packages.
## Either pick the one you want with `::`:
## • fmsb::roc
## • pROC::roc
## Or declare a preference with `conflicts_prefer()`:
## • `conflicts_prefer(fmsb::roc)`
## • `conflicts_prefer(pROC::roc)`# Calculate AUC for each ROC curve
auc_values <- sapply(roc_data, auc)## Error in eval(expr, envir, enclos): object 'roc_data' not found# Print the AUC values for comparison
print(auc_values)## [1] 0.5515742 0.4480190# Plotting each ROC curve with axis limits set from 0 to 1
plot(roc_data[[1]],
main = "ROC Curves for Each Class",
col = 1,
lwd = 2,
xlim = c(0, 1),
ylim = c(0, 1))## Error in h(simpleError(msg, call)): error in evaluating the argument 'x' in selecting a method for function 'plot': object 'roc_data' not foundfor(i in 2:length(roc_data)) {
lines(roc_data[[i]], col = i, lwd = 2)
}## Error in eval(expr, envir, enclos): object 'roc_data' not found# Add diagonal line for reference (chance level)
abline(a = 0, b = 1, lty = 2, col = "grey")## Error in int_abline(a = a, b = b, h = h, v = v, untf = untf, ...): plot.new has not been called yet# Add legend with class names and their corresponding AUC values
legend("bottomright",
legend = paste(levels(val_data_sevRQ3$Breach.Input), sprintf("(AUC = %.2f)", auc_values)),
col = 1:length(roc_data),
lwd = 2,
title = "Classes")## Error in (function (s, units = "user", cex = NULL, font = NULL, vfont = NULL, : plot.new has not been called yet# Load necessary libraries
library(ranger)
library(caret)
library(pROC)
library(mltools) # For one-hot encoding
library(tidyverse)
library(data.table) # Required by mltools
# [Your existing code for data preparation and model training]
# Function to plot ROC curves for multiclass classification
plot_multiclass_roc <- function(actual, predicted_probs, class_levels, title = "ROC Curves") {
# One-hot encode the actual classes
actual_binary <- mltools::one_hot(as.data.table(actual))
colnames(actual_binary) <- class_levels
# Convert predicted probabilities to a data frame
predicted_df <- as.data.frame(predicted_probs)
# Initialize a list to store ROC data for each class
roc_data_list <- list()
# Iterate over each class to compute ROC
for (cls in class_levels) {
roc_obj <- roc(actual_binary[[cls]], predicted_df[[cls]], quiet = TRUE)
roc_df <- data.frame(
FalsePositiveRate = 1 - roc_obj$specificities,
TruePositiveRate = roc_obj$sensitivities,
Class = cls
)
roc_data_list[[cls]] <- roc_df
}
# Combine all ROC data into a single data frame
roc_combined <- bind_rows(roc_data_list)
# Plot using ggplot2
ggplot(roc_combined, aes(x = FalsePositiveRate, y = TruePositiveRate, color = Class)) +
geom_line(size = 1) +
geom_abline(linetype = "dashed", color = "gray") +
labs(
title = title,
x = "False Positive Rate (1 - Specificity)",
y = "True Positive Rate (Sensitivity)"
) +
theme_minimal() +
theme(plot.title = element_text(hjust = 0.5))
}
# Generate and plot ROC curves for Validation Data
plot_multiclass_roc(
actual = val_data_sevRQ3$Breach.Input,
predicted_probs = val_pred,
class_levels = levels(train_data_balanced$Breach.Input),
title = "Validation Data ROC Curves"
)## Error:
## ! [conflicted] roc found in 2 packages.
## Either pick the one you want with `::`:
## • fmsb::roc
## • pROC::roc
## Or declare a preference with `conflicts_prefer()`:
## • `conflicts_prefer(fmsb::roc)`
## • `conflicts_prefer(pROC::roc)`# Generate and plot ROC curves for Test Data
plot_multiclass_roc(
actual = test_data_sevRQ3$Breach.Input,
predicted_probs = test_pred,
class_levels = levels(train_data_balanced$Breach.Input),
title = "Test Data ROC Curves"
)## Error:
## ! [conflicted] roc found in 2 packages.
## Either pick the one you want with `::`:
## • fmsb::roc
## • pROC::roc
## Or declare a preference with `conflicts_prefer()`:
## • `conflicts_prefer(fmsb::roc)`
## • `conflicts_prefer(pROC::roc)`# [Rest of your existing code]# Load necessary libraries
library(ranger)
library(caret)
library(pROC)
library(mltools) # For one-hot encoding
library(tidyverse)
library(data.table) # Required by mltools
# [Your existing code for data preparation and model training]
# Assuming your validation predictions are stored in 'val_pred'
# and actual labels in 'val_data_sevRQ3$Breach.Input'
# One-Hot Encode the actual classes
actual_binary <- mltools::one_hot(as.data.table(val_data_sevRQ3$Breach.Input))
colnames(actual_binary) <- levels(train_data_balanced$Breach.Input)
# Convert predicted probabilities to a data frame (if not already)
predicted_df <- as.data.frame(val_pred)
# Ensure column names match class levels
colnames(predicted_df) <- levels(train_data_balanced$Breach.Input)
# Flatten the actual and predicted data
# Convert the actual binary matrix to a vector
actual_vector <- as.vector(as.matrix(actual_binary))
# Convert the predicted probabilities to a vector
predicted_vector <- as.vector(as.matrix(predicted_df))
# Compute the ROC curve using pROC
micro_roc <- roc(
response = actual_vector,
predictor = predicted_vector,
levels = c(0,1), # Since it's binary after flattening
direction = "<", # Direction can be "<" or ">"
quiet = TRUE
)## Error:
## ! [conflicted] roc found in 2 packages.
## Either pick the one you want with `::`:
## • fmsb::roc
## • pROC::roc
## Or declare a preference with `conflicts_prefer()`:
## • `conflicts_prefer(fmsb::roc)`
## • `conflicts_prefer(pROC::roc)`# Compute the AUC
micro_auc <- auc(micro_roc)## Error in eval(expr, envir, enclos): object 'micro_roc' not found# Create a data frame for plotting
roc_df <- data.frame(
FalsePositiveRate = 1 - micro_roc$specificities,
TruePositiveRate = micro_roc$sensitivities
)## Error in eval(expr, envir, enclos): object 'micro_roc' not found# Plot using ggplot2
ggplot(roc_df, aes(x = FalsePositiveRate, y = TruePositiveRate)) +
geom_line(color = "blue", size = 1) +
geom_abline(linetype = "dashed", color = "gray") +
ggtitle(paste("Micro-Averaged ROC Curve (AUC =", round(micro_auc, 3), ")")) +
xlab("False Positive Rate (1 - Specificity)") +
ylab("True Positive Rate (Sensitivity)") +
theme_minimal() +
theme(plot.title = element_text(hjust = 0.5))## Error in eval(expr, envir, enclos): object 'micro_auc' not found# Load necessary library
library(pROC)
library(ggplot2)
# Ensure that 'val_pred' contains predicted probabilities with column names matching class levels
# and that 'val_data_sevRQ3$Breach.Input' is a factor with the same levels
# If not already done, ensure consistency
val_pred <- predict(rf_model, data = val_data_sevRQ3)$predictions
colnames(val_pred) <- levels(train_data_balanced$Breach.Input)
val_pred_class <- factor(colnames(val_pred)[max.col(val_pred, ties.method = "random")],
levels = levels(train_data_balanced$Breach.Input))
# Generate ROC curves for each class using One-vs-Rest approach
roc_data <- lapply(levels(val_data_sevRQ3$Breach.Input), function(class) {
# Create a binary response: TRUE for the current class, FALSE otherwise
binary_response <- factor(val_data_sevRQ3$Breach.Input == class, levels = c(FALSE, TRUE))
# Extract predicted probabilities for the current class
predictor <- val_pred[, class]
# Generate ROC curve for the current class
roc_obj <- roc(response = binary_response,
predictor = predictor,
levels = c(FALSE, TRUE),
direction = "<") # Adjust direction based on your prediction scores
return(roc_obj)
})## Error:
## ! [conflicted] roc found in 2 packages.
## Either pick the one you want with `::`:
## • fmsb::roc
## • pROC::roc
## Or declare a preference with `conflicts_prefer()`:
## • `conflicts_prefer(fmsb::roc)`
## • `conflicts_prefer(pROC::roc)`# Calculate AUC for each ROC curve
auc_values <- sapply(roc_data, auc)## Error in eval(expr, envir, enclos): object 'roc_data' not found# Print the AUC values for comparison
print(auc_values)## [1] 0.5515742 0.4480190# Create a data frame for plotting
auc_df <- data.frame(
Class = levels(val_data_sevRQ3$Breach.Input),
AUC = auc_values
)## Error in data.frame(Class = levels(val_data_sevRQ3$Breach.Input), AUC = auc_values): arguments imply differing number of rows: 7, 2# Plot AUC values as a bar chart using ggplot2
ggplot(auc_df, aes(x = Class, y = AUC, fill = Class)) +
geom_bar(stat = "identity") +
ylim(0, 1) +
geom_text(aes(label = sprintf("%.2f", AUC)), vjust = -0.5) +
labs(title = "AUC Values for Each Class",
x = "Class",
y = "AUC") +
theme_minimal() +
theme(legend.position = "none")## Error in eval(expr, envir, enclos): object 'auc_df' not foundRQ4
THE FOLLOWING MODELS ANSWER RESEARCH QUESTION 4-
RQ4: To what extend and direction the various types of cyber attacks evolved since 2015?
LSTM
LSTM
# Load necessary libraries
library(dplyr)
library(keras)
# Assuming train_data_sev, test_data_sev, and val_data_sev are already loaded as data frames
# Copy the datasets to avoid compromising the original splits
train_data_sev_RQ4 <- train_data_sev
test_data_sev_RQ4 <- test_data_sev
val_data_sev_RQ4 <- val_data_sev
# Convert Year.of.Breach to numeric if it's a factor
train_data_sev_RQ4$Year.of.Breach <- as.numeric(as.character(train_data_sev_RQ4$Year.of.Breach))
test_data_sev_RQ4$Year.of.Breach <- as.numeric(as.character(test_data_sev_RQ4$Year.of.Breach))
val_data_sev_RQ4$Year.of.Breach <- as.numeric(as.character(val_data_sev_RQ4$Year.of.Breach))
# Filter datasets to include only data from 2015 onwards using dplyr::filter
train_data_sev_RQ4 <- train_data_sev_RQ4 %>%
dplyr::filter(Year.of.Breach >= 2015)
test_data_sev_RQ4 <- test_data_sev_RQ4 %>%
dplyr::filter(Year.of.Breach >= 2015)
val_data_sev_RQ4 <- val_data_sev_RQ4 %>%
dplyr::filter(Year.of.Breach >= 2015)
# Convert severity_category to numeric by mapping to explicit values if necessary
severity_mapping <- c("Below500" = 0, "Low" = 1, "Med" = 2, "High" = 3)
train_data_sev_RQ4$attack_size <- as.numeric(severity_mapping[as.character(train_data_sev_RQ4$severity_category)])
test_data_sev_RQ4$attack_size <- as.numeric(severity_mapping[as.character(test_data_sev_RQ4$severity_category)])
val_data_sev_RQ4$attack_size <- as.numeric(severity_mapping[as.character(val_data_sev_RQ4$severity_category)])
# Remove rows with NAs in attack_size after conversion
train_data_sev_RQ4 <- na.omit(train_data_sev_RQ4)
test_data_sev_RQ4 <- na.omit(test_data_sev_RQ4)
val_data_sev_RQ4 <- na.omit(val_data_sev_RQ4)
# Select only the necessary columns
train_data_sev_RQ4 <- train_data_sev_RQ4 %>%
dplyr::select(attack_size, Year.of.Breach)
test_data_sev_RQ4 <- test_data_sev_RQ4 %>%
dplyr::select(attack_size, Year.of.Breach)
val_data_sev_RQ4 <- val_data_sev_RQ4 %>%
dplyr::select(attack_size, Year.of.Breach)
# Normalize the data
normalize <- function(data) {
data <- as.data.frame(scale(data))
return(data)
}
train_data_sev_RQ4 <- normalize(train_data_sev_RQ4)
test_data_sev_RQ4 <- normalize(test_data_sev_RQ4)
val_data_sev_RQ4 <- normalize(val_data_sev_RQ4)
# Function to preprocess data for LSTM
preprocess_data <- function(data, timesteps) {
if (nrow(data) < timesteps) {
stop("Not enough data to create sequences. Number of rows should be greater than timesteps.")
}
X <- array(0, dim = c(nrow(data) - timesteps + 1, timesteps, ncol(data) - 1))
y <- numeric(nrow(data) - timesteps + 1)
for (i in 1:(nrow(data) - timesteps + 1)) {
X[i,,] <- as.matrix(data[i:(i + timesteps - 1), -ncol(data)])
y[i] <- data[i + timesteps - 1, ncol(data)]
}
list(X = X, y = y)
}
# Define timesteps
timesteps <- 10
# Check if there is enough data for each dataset
if (nrow(train_data_sev_RQ4) > timesteps & nrow(test_data_sev_RQ4) > timesteps & nrow(val_data_sev_RQ4) > timesteps) {
# Preprocess the datasets
train_processed <- preprocess_data(train_data_sev_RQ4, timesteps)
test_processed <- preprocess_data(test_data_sev_RQ4, timesteps)
val_processed <- preprocess_data(val_data_sev_RQ4, timesteps)
# Define LSTM model
model <- keras_model_sequential() %>%
layer_lstm(units = 50, input_shape = c(timesteps, ncol(train_data_sev_RQ4) - 1)) %>%
layer_dense(units = 1)
# Compile the model
model %>% compile(
loss = 'mse',
optimizer = 'adam'
)
# Train the model
history <- model %>% fit(
train_processed$X, train_processed$y,
epochs = 50,
batch_size = 32,
validation_data = list(val_processed$X, val_processed$y)
)
# Evaluate the model on test data
model %>% evaluate(test_processed$X, test_processed$y)
# Predict and calculate performance metrics
predictions <- model %>% predict(test_processed$X)
actual <- test_processed$y
# Calculate RMSE
rmse <- sqrt(mean((predictions - actual)^2))
print(paste("RMSE:", rmse))
# Create a data frame for average severities
plot_data <- data.frame(
Year = val_data_sev_RQ4$Year.of.Breach[(timesteps):(length(actual) + timesteps - 1)], # Corresponding years for predictions
Actual = actual,
Predicted = predictions
) %>%
group_by(Year) %>%
summarize(Avg_Actual = mean(Actual, na.rm = TRUE),
Avg_Predicted = mean(Predicted, na.rm = TRUE), .groups = 'drop')
} else {
print("Not enough data to create sequences for LSTM model. Each dataset must have more rows than the number of timesteps.")
}## Epoch 1/50
## 491/491 - 2s - loss: 0.9082 - val_loss: 0.8979 - 2s/epoch - 4ms/step
## Epoch 2/50
## 491/491 - 1s - loss: 0.8865 - val_loss: 0.8955 - 1s/epoch - 2ms/step
## Epoch 3/50
## 491/491 - 1s - loss: 0.8831 - val_loss: 0.8919 - 1s/epoch - 2ms/step
## Epoch 4/50
## 491/491 - 1s - loss: 0.8804 - val_loss: 0.8884 - 1s/epoch - 2ms/step
## Epoch 5/50
## 491/491 - 1s - loss: 0.8788 - val_loss: 0.8947 - 1s/epoch - 2ms/step
## Epoch 6/50
## 491/491 - 1s - loss: 0.8774 - val_loss: 0.8910 - 1s/epoch - 2ms/step
## Epoch 7/50
## 491/491 - 1s - loss: 0.8769 - val_loss: 0.8861 - 1s/epoch - 3ms/step
## Epoch 8/50
## 491/491 - 1s - loss: 0.8761 - val_loss: 0.8883 - 1s/epoch - 2ms/step
## Epoch 9/50
## 491/491 - 1s - loss: 0.8764 - val_loss: 0.8891 - 1s/epoch - 2ms/step
## Epoch 10/50
## 491/491 - 1s - loss: 0.8757 - val_loss: 0.8873 - 1s/epoch - 2ms/step
## Epoch 11/50
## 491/491 - 1s - loss: 0.8752 - val_loss: 0.8885 - 1s/epoch - 2ms/step
## Epoch 12/50
## 491/491 - 1s - loss: 0.8755 - val_loss: 0.8881 - 1s/epoch - 2ms/step
## Epoch 13/50
## 491/491 - 1s - loss: 0.8753 - val_loss: 0.8890 - 1s/epoch - 2ms/step
## Epoch 14/50
## 491/491 - 1s - loss: 0.8755 - val_loss: 0.8876 - 1s/epoch - 2ms/step
## Epoch 15/50
## 491/491 - 1s - loss: 0.8750 - val_loss: 0.8882 - 1s/epoch - 2ms/step
## Epoch 16/50
## 491/491 - 1s - loss: 0.8748 - val_loss: 0.8871 - 1s/epoch - 2ms/step
## Epoch 17/50
## 491/491 - 1s - loss: 0.8746 - val_loss: 0.8892 - 1s/epoch - 2ms/step
## Epoch 18/50
## 491/491 - 1s - loss: 0.8744 - val_loss: 0.8908 - 1s/epoch - 2ms/step
## Epoch 19/50
## 491/491 - 1s - loss: 0.8747 - val_loss: 0.8864 - 1s/epoch - 2ms/step
## Epoch 20/50
## 491/491 - 1s - loss: 0.8744 - val_loss: 0.8911 - 1s/epoch - 2ms/step
## Epoch 21/50
## 491/491 - 1s - loss: 0.8746 - val_loss: 0.8883 - 1s/epoch - 2ms/step
## Epoch 22/50
## 491/491 - 1s - loss: 0.8739 - val_loss: 0.8876 - 1s/epoch - 2ms/step
## Epoch 23/50
## 491/491 - 1s - loss: 0.8741 - val_loss: 0.8876 - 1s/epoch - 2ms/step
## Epoch 24/50
## 491/491 - 1s - loss: 0.8739 - val_loss: 0.8886 - 1s/epoch - 2ms/step
## Epoch 25/50
## 491/491 - 1s - loss: 0.8737 - val_loss: 0.8893 - 1s/epoch - 2ms/step
## Epoch 26/50
## 491/491 - 1s - loss: 0.8734 - val_loss: 0.8887 - 1s/epoch - 2ms/step
## Epoch 27/50
## 491/491 - 1s - loss: 0.8738 - val_loss: 0.8875 - 981ms/epoch - 2ms/step
## Epoch 28/50
## 491/491 - 1s - loss: 0.8735 - val_loss: 0.8872 - 985ms/epoch - 2ms/step
## Epoch 29/50
## 491/491 - 1s - loss: 0.8729 - val_loss: 0.8874 - 944ms/epoch - 2ms/step
## Epoch 30/50
## 491/491 - 1s - loss: 0.8725 - val_loss: 0.8878 - 986ms/epoch - 2ms/step
## Epoch 31/50
## 491/491 - 1s - loss: 0.8718 - val_loss: 0.8868 - 984ms/epoch - 2ms/step
## Epoch 32/50
## 491/491 - 1s - loss: 0.8716 - val_loss: 0.8873 - 956ms/epoch - 2ms/step
## Epoch 33/50
## 491/491 - 1s - loss: 0.8714 - val_loss: 0.8865 - 999ms/epoch - 2ms/step
## Epoch 34/50
## 491/491 - 1s - loss: 0.8707 - val_loss: 0.8861 - 976ms/epoch - 2ms/step
## Epoch 35/50
## 491/491 - 1s - loss: 0.8709 - val_loss: 0.8875 - 982ms/epoch - 2ms/step
## Epoch 36/50
## 491/491 - 1s - loss: 0.8708 - val_loss: 0.8902 - 986ms/epoch - 2ms/step
## Epoch 37/50
## 491/491 - 1s - loss: 0.8701 - val_loss: 0.8878 - 990ms/epoch - 2ms/step
## Epoch 38/50
## 491/491 - 1s - loss: 0.8694 - val_loss: 0.8877 - 986ms/epoch - 2ms/step
## Epoch 39/50
## 491/491 - 1s - loss: 0.8691 - val_loss: 0.8875 - 992ms/epoch - 2ms/step
## Epoch 40/50
## 491/491 - 1s - loss: 0.8686 - val_loss: 0.8874 - 1s/epoch - 2ms/step
## Epoch 41/50
## 491/491 - 1s - loss: 0.8677 - val_loss: 0.8931 - 1000ms/epoch - 2ms/step
## Epoch 42/50
## 491/491 - 1s - loss: 0.8668 - val_loss: 0.8897 - 1s/epoch - 2ms/step
## Epoch 43/50
## 491/491 - 1s - loss: 0.8663 - val_loss: 0.8896 - 1s/epoch - 2ms/step
## Epoch 44/50
## 491/491 - 1s - loss: 0.8657 - val_loss: 0.8913 - 1s/epoch - 2ms/step
## Epoch 45/50
## 491/491 - 1s - loss: 0.8653 - val_loss: 0.8930 - 1s/epoch - 2ms/step
## Epoch 46/50
## 491/491 - 1s - loss: 0.8648 - val_loss: 0.8917 - 1s/epoch - 2ms/step
## Epoch 47/50
## 491/491 - 1s - loss: 0.8635 - val_loss: 0.8924 - 1s/epoch - 2ms/step
## Epoch 48/50
## 491/491 - 1s - loss: 0.8626 - val_loss: 0.8953 - 1s/epoch - 2ms/step
## Epoch 49/50
## 491/491 - 1s - loss: 0.8628 - val_loss: 0.8918 - 1s/epoch - 2ms/step
## Epoch 50/50
## 491/491 - 1s - loss: 0.8618 - val_loss: 0.8949 - 1s/epoch - 2ms/step
## 140/140 - 0s - loss: 0.8921 - 102ms/epoch - 727us/step
## 140/140 - 0s - 285ms/epoch - 2ms/step
## [1] "RMSE: 0.944485203493149"Linear Regression Analysis
# Perform linear regression on the average severities
lm_actual <- lm(Avg_Actual ~ Year, data = plot_data)
lm_predicted <- lm(Avg_Predicted ~ Year, data = plot_data)
# Summarize the linear regression results
summary_lm_actual <- summary(lm_actual)
summary_lm_predicted <- summary(lm_predicted)
# Print the summaries
print("Linear Regression Summary for Avg Actual:")## [1] "Linear Regression Summary for Avg Actual:"print(summary_lm_actual)##
## Call:
## lm(formula = Avg_Actual ~ Year, data = plot_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.09873 -0.02311 0.01627 0.01668 0.08932
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 0.010075 0.019166 0.526 0.615
## Year 0.006508 0.015769 0.413 0.692
##
## Residual standard error: 0.05708 on 7 degrees of freedom
## (1 observation deleted due to missingness)
## Multiple R-squared: 0.02376, Adjusted R-squared: -0.1157
## F-statistic: 0.1703 on 1 and 7 DF, p-value: 0.6922print("Linear Regression Summary for Avg Predicted:")## [1] "Linear Regression Summary for Avg Predicted:"print(summary_lm_predicted)##
## Call:
## lm(formula = Avg_Predicted ~ Year, data = plot_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.013793 -0.009022 -0.006736 0.010143 0.025288
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 0.0064845 0.0047650 1.361 0.216
## Year 0.0007827 0.0039205 0.200 0.847
##
## Residual standard error: 0.01419 on 7 degrees of freedom
## (1 observation deleted due to missingness)
## Multiple R-squared: 0.005661, Adjusted R-squared: -0.1364
## F-statistic: 0.03986 on 1 and 7 DF, p-value: 0.8474Linear regression plot
# Plot the trends with linear regression lines and replace x-axis labels
ggplot(plot_data, aes(x = Year)) +
geom_line(aes(y = Avg_Actual, color = "Avg Actual")) +
geom_smooth(aes(y = Avg_Actual), method = "lm", se = FALSE, color = "blue") +
geom_line(aes(y = Avg_Predicted, color = "Avg Predicted")) +
geom_smooth(aes(y = Avg_Predicted), method = "lm", se = FALSE, color = "red") +
labs(title = "Average Attack Severity Over Time with Trends",
x = "Year",
y = "Average Severity",
color = "Legend") +
scale_x_continuous(breaks = c(-1, 0, 1, 2), labels = c("2014", "2015", "2016", "2017")) + # Adjust x-axis labels
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'## Warning: Removed 1 row containing non-finite outside the scale range
## (`stat_smooth()`).## `geom_smooth()` using formula = 'y ~ x'## Warning: Removed 1 row containing non-finite outside the scale range
## (`stat_smooth()`).## Warning: Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
## Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
Loss Curve
# Plotting training and validation loss
plot(history$metrics$val_loss, type = 'l', col = 'red',
ylim = c(min(c(history$metrics$loss, history$metrics$val_loss)),
max(c(history$metrics$loss, history$metrics$val_loss))),
xlab = "Epochs",
ylab = "Loss",
main = "Training & Validation Loss per Epoch")
lines(history$metrics$loss, col = 'blue')
# Add a legend to differentiate between validation and training loss
legend("topright", legend=c("Validation Loss", "Training Loss"),
col=c("red", "blue"), lty=1)
Error Distribuition
residuals <- predictions - actual
hist(residuals, breaks = 30, main = "Histogram of Prediction Errors", xlab = "Error", col = "gray")
Actual vs Predicted Plots
# Assuming you have actual and predicted values
plot(actual, type = 'l', col = 'blue', xlab = "Time", ylab = "Severity", main = "Actual vs Predicted Severity")
lines(predictions, col = 'red')
legend("topright", legend=c("Actual", "Predicted"), col=c("blue", "red"), lty=1)
Actual vs Predicted Severity
library(ggplot2)
# Assuming 'actual' and 'predictions' are your data vectors and they are part of a dataframe `data`
data <- data.frame(
Time = 1:length(actual),
Actual = actual,
Predicted = predictions
)
# Basic Line Plot with Transparency and Smoothing
ggplot(data, aes(x = Time)) +
geom_line(aes(y = Actual, color = "Actual"), alpha = 0.5) +
geom_line(aes(y = Predicted, color = "Predicted"), alpha = 0.5) +
labs(title = "Actual vs Predicted Severity",
x = "Time",
y = "Severity",
color = "Legend") +
theme_minimal()
# Plot with Differences Highlighted
data$Difference = abs(data$Actual - data$Predicted)
ggplot(data, aes(x = Time)) +
geom_line(aes(y = Actual, color = "Actual"), alpha = 0.8) +
geom_line(aes(y = Predicted, color = "Predicted"), alpha = 0.8) +
geom_line(aes(y = Difference, color = "Difference"), alpha = 0.8, linetype = "dashed") +
labs(title = "Actual vs Predicted Severity with Differences",
x = "Time",
y = "Severity",
color = "Legend") +
theme_minimal()
Average Attack Size Over Years - Actual years not shown because of data normalization to avoid gradient problems and speed up learning rate
# Load necessary libraries
library(dplyr)
library(ggplot2)
# Rename the column "Year.of.Breach" to "Actual Year"
combined_data_sev <- bind_rows(train_data_sev_RQ4, test_data_sev_RQ4, val_data_sev_RQ4) %>%
rename(`Actual Year` = Year.of.Breach)
# Aggregate data to get average attack size per year
yearly_data_sev <- combined_data_sev %>%
group_by(`Actual Year`) %>%
summarise(Average_Attack_Size = mean(attack_size, na.rm = TRUE))
# Create a time series plot
ggplot(yearly_data_sev, aes(x = `Actual Year`, y = Average_Attack_Size)) +
geom_line(group = 1, color = "blue") + # Line plot
geom_point(color = "red") + # Add points to highlight each year
labs(title = "Average Attack Size Over Years",
x = "Actual Year",
y = "Average Attack Size") +
theme_minimal() # Clean theme for better readability
RQ5
THE FOLLOWING MODELS ANSWER RESEARCH QUESTION 5-
RQ5: How does the application of multinomial regression help in identifying distinct groups within a dataset based on their characteristics, and what insights can be derived from these groupings?
H50 The application of multinomial regression does not help in identifying distinct groups within a dataset based on their characteristics. H5A The application of multinomial regression help in identifying distinct groups within a dataset based on their characteristics.
(This question focuses on the distinc groups in the dataset not just medical, so for this model the train_data split has to be used.)
MULTINOMIAL REGRESSION
# Load necessary libraries
library(nnet)
library(dplyr)
library(yardstick)
library(tidyr)
library(pROC)
library(rsample)
# Assuming train_data_sev, val_data_sev, and test_data_sev are already loaded as data frames
# Copy the datasets to avoid compromising the original splits
train_data_sevRQ5 <- train_data_sev
val_data_sevRQ5 <- val_data_sev
test_data_sevRQ5 <- test_data_sev
# Check the distribution of Organization.Type in the training data
print("Distribution of Organization.Type in the training dataset:")## [1] "Distribution of Organization.Type in the training dataset:"print(table(train_data_sevRQ5$Organization.Type))##
## BSF BSO BSR EDU GOV MED NGO UNKN
## 3041 6038 2142 1090 657 4044 470 197# Convert severity_category to a factor
train_data_sevRQ5$severity_category <- factor(train_data_sevRQ5$severity_category)
val_data_sevRQ5$severity_category <- factor(val_data_sevRQ5$severity_category)
test_data_sevRQ5$severity_category <- factor(test_data_sevRQ5$severity_category)
# Convert categorical variables to factors
categorical_vars <- c("Breach.Input", "Information.Types", "Encryption.Status", "State", "Organization.Type", "severity_category", "Year.of.Breach")
# Convert categorical variables to factors in each dataset
train_data_sevRQ5[categorical_vars] <- lapply(train_data_sevRQ5[categorical_vars], factor)
val_data_sevRQ5[categorical_vars] <- lapply(val_data_sevRQ5[categorical_vars], factor)
test_data_sevRQ5[categorical_vars] <- lapply(test_data_sevRQ5[categorical_vars], factor)
# Ensure factor levels are consistent across datasets
for (var in categorical_vars) {
levels(train_data_sevRQ5[[var]]) <- union(levels(train_data_sevRQ5[[var]]), levels(val_data_sevRQ5[[var]]))
levels(train_data_sevRQ5[[var]]) <- union(levels(train_data_sevRQ5[[var]]), levels(test_data_sevRQ5[[var]]))
levels(val_data_sevRQ5[[var]]) <- levels(train_data_sevRQ5[[var]])
levels(test_data_sevRQ5[[var]]) <- levels(train_data_sevRQ5[[var]])
}
# Fit the multinomial logistic regression model
model <- multinom(
Organization.Type ~ Breach.Input + Information.Types + Encryption.Status + State + Max.Records.Impacted + severity_category + Year.of.Breach,
data = train_data_sevRQ5
)## # weights: 832 (721 variable)
## initial value 36762.447015
## iter 10 value 36722.288273
## iter 20 value 28048.389417
## iter 30 value 27558.394283
## iter 40 value 25845.581313
## iter 50 value 25385.898069
## iter 60 value 25023.642620
## iter 70 value 24641.427327
## iter 80 value 24541.517786
## iter 90 value 24211.679876
## iter 100 value 24170.102601
## final value 24170.102601
## stopped after 100 iterations# Predict on validation data
val_preds <- predict(model, val_data_sevRQ5, type = "class")
val_probs <- predict(model, val_data_sevRQ5, type = "probs")
# Predict on test data
test_preds <- predict(model, test_data_sevRQ5, type = "class")
test_probs <- predict(model, test_data_sevRQ5, type = "probs")
# Ensure column names of predicted probabilities match levels of response variable
levels_org_type <- levels(train_data_sevRQ5$Organization.Type)
colnames(val_probs) <- levels_org_type
colnames(test_probs) <- levels_org_type
# Declare preference for pROC::auc
conflicts_prefer(pROC::auc)## [conflicted] Will prefer pROC::auc over any other package.# Define a function to calculate evaluation metrics
evaluate_model <- function(true_labels, predictions, probabilities) {
results <- list()
# Accuracy
results$accuracy <- mean(predictions == true_labels)
# Precision, Recall, F1 Score
precision <- precision_vec(true_labels, predictions, na_rm = TRUE)
recall <- recall_vec(true_labels, predictions, na_rm = TRUE)
f1 <- f_meas_vec(true_labels, predictions, na_rm = TRUE)
results$precision <- precision
results$recall <- recall
results$f1 <- f1
# ROC AUC
multiclass_roc_auc <- multiclass.roc(response = true_labels, predictor = as.matrix(probabilities))
results$roc_auc <- auc(multiclass_roc_auc)
return(results)
}
# Evaluate on validation data
val_metrics <- evaluate_model(val_data_sevRQ5$Organization.Type, val_preds, val_probs)## Warning: While computing multiclass `precision()`, some levels had no predicted events
## (i.e. `true_positive + false_positive = 0`).
## Precision is undefined in this case, and those levels will be removed from the
## averaged result.
## Note that the following number of true events actually occurred for each
## problematic event level:
## 'UNKN': 32
## While computing multiclass `precision()`, some levels had no predicted events
## (i.e. `true_positive + false_positive = 0`).
## Precision is undefined in this case, and those levels will be removed from the
## averaged result.
## Note that the following number of true events actually occurred for each
## problematic event level:
## 'UNKN': 32print("Validation Metrics:")## [1] "Validation Metrics:"print(val_metrics)## $accuracy
## [1] 0.3548515
##
## $precision
## [1] 0.1435766
##
## $recall
## [1] 0.1345156
##
## $f1
## [1] 0.1091479
##
## $roc_auc
## Multi-class area under the curve: 0.5658# Evaluate on test data
test_metrics <- evaluate_model(test_data_sevRQ5$Organization.Type, test_preds, test_probs)## Warning: While computing multiclass `precision()`, some levels had no predicted events
## (i.e. `true_positive + false_positive = 0`).
## Precision is undefined in this case, and those levels will be removed from the
## averaged result.
## Note that the following number of true events actually occurred for each
## problematic event level:
## 'UNKN': 46## Warning: While computing multiclass `precision()`, some levels had no predicted events
## (i.e. `true_positive + false_positive = 0`).
## Precision is undefined in this case, and those levels will be removed from the
## averaged result.
## Note that the following number of true events actually occurred for each
## problematic event level:
## 'UNKN': 46print("Test Metrics:")## [1] "Test Metrics:"print(test_metrics)## $accuracy
## [1] 0.3929137
##
## $precision
## [1] 0.2413976
##
## $recall
## [1] 0.1829114
##
## $f1
## [1] 0.1862128
##
## $roc_auc
## Multi-class area under the curve: 0.6186# Confusion matrices for validation and test sets
val_conf_matrix <- conf_mat(data.frame(True = val_data_sevRQ5$Organization.Type, Pred = val_preds), truth = True, estimate = Pred)
test_conf_matrix <- conf_mat(data.frame(True = test_data_sevRQ5$Organization.Type, Pred = test_preds), truth = True, estimate = Pred)
print("Validation Confusion Matrix:")## [1] "Validation Confusion Matrix:"print(val_conf_matrix)## Truth
## Prediction BSF BSO BSR EDU GOV MED NGO UNKN
## BSF 1 1 1 0 0 16 0 0
## BSO 384 815 274 144 86 453 65 29
## BSR 3 14 4 1 1 23 0 0
## EDU 3 1 4 0 0 2 0 0
## GOV 0 3 3 2 1 1 0 0
## MED 9 51 16 19 9 75 4 3
## NGO 0 2 0 0 1 1 0 0
## UNKN 0 0 0 0 0 0 0 0print("Test Confusion Matrix:")## [1] "Test Confusion Matrix:"print(test_conf_matrix)## Truth
## Prediction BSF BSO BSR EDU GOV MED NGO UNKN
## BSF 75 131 46 35 14 62 8 0
## BSO 594 1242 434 201 129 400 75 39
## BSR 0 9 7 0 0 0 0 0
## EDU 129 188 42 32 7 43 15 5
## GOV 2 3 0 0 0 1 0 0
## MED 69 169 96 55 53 629 8 2
## NGO 0 1 2 0 0 0 0 0
## UNKN 0 0 0 0 0 0 0 0# Load necessary libraries
library(nnet) # For multinom
library(caret) # For training and hyperparameter tuning
library(dplyr) # For data manipulation
library(yardstick) # For evaluation metrics
library(tidyr) # For data tidying
library(pROC) # For ROC and AUC
library(mltools) # For one-hot encoding
library(data.table) # Required by mltools
library(ggplot2) # For plotting
# Assuming train_data_sev, val_data_sev, and test_data_sev are already loaded as data frames
# Copy the datasets to avoid compromising the original splits
train_data_sevRQ5 <- train_data_sev
val_data_sevRQ5 <- val_data_sev
test_data_sevRQ5 <- test_data_sev
# Check the distribution of Organization.Type in the training data
print("Distribution of Organization.Type in the training dataset:")## [1] "Distribution of Organization.Type in the training dataset:"print(table(train_data_sevRQ5$Organization.Type))##
## BSF BSO BSR EDU GOV MED NGO UNKN
## 3041 6038 2142 1090 657 4044 470 197# Convert severity_category to a factor
train_data_sevRQ5$severity_category <- factor(train_data_sevRQ5$severity_category)
val_data_sevRQ5$severity_category <- factor(val_data_sevRQ5$severity_category)
test_data_sevRQ5$severity_category <- factor(test_data_sevRQ5$severity_category)
# Convert categorical variables to factors
categorical_vars <- c("Breach.Input", "Information.Types", "Encryption.Status",
"State", "Organization.Type", "severity_category", "Year.of.Breach")
# Convert categorical variables to factors in each dataset
train_data_sevRQ5[categorical_vars] <- lapply(train_data_sevRQ5[categorical_vars], factor)
val_data_sevRQ5[categorical_vars] <- lapply(val_data_sevRQ5[categorical_vars], factor)
test_data_sevRQ5[categorical_vars] <- lapply(test_data_sevRQ5[categorical_vars], factor)
# Ensure factor levels are consistent across datasets
for (var in categorical_vars) {
levels(train_data_sevRQ5[[var]]) <- union(levels(train_data_sevRQ5[[var]]),
levels(val_data_sevRQ5[[var]]))
levels(train_data_sevRQ5[[var]]) <- union(levels(train_data_sevRQ5[[var]]),
levels(test_data_sevRQ5[[var]]))
levels(val_data_sevRQ5[[var]]) <- levels(train_data_sevRQ5[[var]])
levels(test_data_sevRQ5[[var]]) <- levels(train_data_sevRQ5[[var]])
}
# Define evaluation function
evaluate_model <- function(true_labels, predictions, probabilities) {
results <- list()
# Accuracy
results$accuracy <- mean(predictions == true_labels)
# Precision, Recall, F1 Score
precision <- precision_vec(truth = true_labels, estimate = predictions, na_rm = TRUE)
recall <- recall_vec(truth = true_labels, estimate = predictions, na_rm = TRUE)
f1 <- f_meas_vec(truth = true_labels, estimate = predictions, na_rm = TRUE)
results$precision <- precision
results$recall <- recall
results$f1 <- f1
# ROC AUC
# Convert probabilities to matrix if it's not already
if (!is.matrix(probabilities)) {
probabilities <- as.matrix(probabilities)
}
multiclass_roc_auc <- multiclass.roc(response = true_labels, predictor = probabilities)
results$roc_auc <- auc(multiclass_roc_auc)
return(results)
}# -------------------
# Model Training with Hyperparameter Tuning
# -------------------
# Define training control with 5-fold cross-validation
train_control <- trainControl(
method = "cv",
number = 5,
classProbs = TRUE, # Needed for ROC
summaryFunction = multiClassSummary, # To compute multiclass metrics
savePredictions = "final",
verboseIter = FALSE # Suppress training output
)
# Define the grid of hyperparameters (only 'decay' is tunable)
hyper_grid <- expand.grid(
decay = c(0, 0.001, 0.01, 0.1)
)
# Set a fixed value for 'maxit'
fixed_maxit <- 500
# Train the multinomial logistic regression model with hyperparameter tuning
set.seed(123) # For reproducibility
tuned_model <- train(
Organization.Type ~ Breach.Input + Information.Types + Encryption.Status +
State + Max.Records.Impacted + severity_category + Year.of.Breach,
data = train_data_sevRQ5,
method = "multinom",
trControl = train_control,
tuneGrid = hyper_grid,
trace = FALSE, # Suppress training output from multinom
maxit = fixed_maxit # Set maximum iterations
)## Warning in nominalTrainWorkflow(x = x, y = y, wts = weights, info = trainInfo,
## : There were missing values in resampled performance measures.# Display the best hyperparameters
print("Best Hyperparameters:")## [1] "Best Hyperparameters:"print(tuned_model$bestTune)## decay
## 3 0.01# View the cross-validation results
print("Cross-Validation Results:")## [1] "Cross-Validation Results:"print(tuned_model$results)## decay logLoss AUC prAUC Accuracy Kappa Mean_F1
## 1 0.000 1.454184 0.7448196 0.2858007 0.4889977 0.2834226 NaN
## 2 0.001 1.416416 0.7441486 0.2858750 0.4889411 0.2831629 NaN
## 3 0.010 1.407269 0.7451357 0.2861562 0.4893373 0.2833313 NaN
## 4 0.100 1.401388 0.7457158 0.2864183 0.4891673 0.2824957 NaN
## Mean_Sensitivity Mean_Specificity Mean_Pos_Pred_Value Mean_Neg_Pred_Value
## 1 0.2413250 0.9089340 NaN 0.9176965
## 2 0.2415118 0.9088932 NaN 0.9176986
## 3 0.2414698 0.9088875 NaN 0.9177594
## 4 0.2401798 0.9087829 NaN 0.9178121
## Mean_Precision Mean_Recall Mean_Detection_Rate Mean_Balanced_Accuracy
## 1 NaN 0.2413250 0.06112471 0.5751295
## 2 NaN 0.2415118 0.06111764 0.5752025
## 3 NaN 0.2414698 0.06116716 0.5751787
## 4 NaN 0.2401798 0.06114591 0.5744813
## logLossSD AUCSD prAUCSD AccuracySD KappaSD Mean_F1SD
## 1 0.05959986 0.009012032 0.007464470 0.003663811 0.004776271 NA
## 2 0.01751097 0.009262328 0.007144680 0.004135596 0.005685747 NA
## 3 0.01552810 0.009812229 0.006909203 0.004255801 0.005777071 NA
## 4 0.01223092 0.009245806 0.007500085 0.004004759 0.005535715 NA
## Mean_SensitivitySD Mean_SpecificitySD Mean_Pos_Pred_ValueSD
## 1 0.002845461 0.0006064677 NA
## 2 0.002890214 0.0007040033 NA
## 3 0.002866014 0.0007188666 NA
## 4 0.003656544 0.0007072398 NA
## Mean_Neg_Pred_ValueSD Mean_PrecisionSD Mean_RecallSD Mean_Detection_RateSD
## 1 0.001079586 NA 0.002845461 0.0004579763
## 2 0.001133655 NA 0.002890214 0.0005169494
## 3 0.001158002 NA 0.002866014 0.0005319751
## 4 0.001236232 NA 0.003656544 0.0005005949
## Mean_Balanced_AccuracySD
## 1 0.001580392
## 2 0.001699017
## 3 0.001657797
## 4 0.002018255# -------------------
# Model Evaluation
# -------------------
# Predict on validation data using the tuned model
val_preds_tuned <- predict(tuned_model, val_data_sevRQ5, type = "raw")
val_probs_tuned <- predict(tuned_model, val_data_sevRQ5, type = "prob")
# Predict on test data using the tuned model
test_preds_tuned <- predict(tuned_model, test_data_sevRQ5, type = "raw")
test_probs_tuned <- predict(tuned_model, test_data_sevRQ5, type = "prob")
# Ensure column names of predicted probabilities match levels of response variable
levels_org_type <- levels(train_data_sevRQ5$Organization.Type)
colnames(val_probs_tuned) <- levels_org_type
colnames(test_probs_tuned) <- levels_org_type
# Evaluate the tuned model on validation data
val_metrics_tuned <- evaluate_model(val_data_sevRQ5$Organization.Type, val_preds_tuned, val_probs_tuned)## Warning: While computing multiclass `precision()`, some levels had no predicted events
## (i.e. `true_positive + false_positive = 0`).
## Precision is undefined in this case, and those levels will be removed from the
## averaged result.
## Note that the following number of true events actually occurred for each
## problematic event level:
## 'UNKN': 32
## While computing multiclass `precision()`, some levels had no predicted events
## (i.e. `true_positive + false_positive = 0`).
## Precision is undefined in this case, and those levels will be removed from the
## averaged result.
## Note that the following number of true events actually occurred for each
## problematic event level:
## 'UNKN': 32print("Tuned Validation Metrics:")## [1] "Tuned Validation Metrics:"print(val_metrics_tuned)## $accuracy
## [1] 0.3714851
##
## $precision
## [1] 0.2027042
##
## $recall
## [1] 0.1457079
##
## $f1
## [1] 0.1269568
##
## $roc_auc
## Multi-class area under the curve: 0.5866# Evaluate the tuned model on test data
test_metrics_tuned <- evaluate_model(test_data_sevRQ5$Organization.Type, test_preds_tuned, test_probs_tuned)
print("Tuned Test Metrics:")## [1] "Tuned Test Metrics:"print(test_metrics_tuned)## $accuracy
## [1] 0.3822249
##
## $precision
## [1] 0.2083352
##
## $recall
## [1] 0.1830402
##
## $f1
## [1] 0.1631595
##
## $roc_auc
## Multi-class area under the curve: 0.6219# Confusion matrices for validation and test sets
val_conf_matrix_tuned <- conf_mat(
data.frame(True = val_data_sevRQ5$Organization.Type, Pred = val_preds_tuned),
truth = True,
estimate = Pred
)
test_conf_matrix_tuned <- conf_mat(
data.frame(True = test_data_sevRQ5$Organization.Type, Pred = test_preds_tuned),
truth = True,
estimate = Pred
)
print("Tuned Validation Confusion Matrix:")## [1] "Tuned Validation Confusion Matrix:"print(val_conf_matrix_tuned)## Truth
## Prediction BSF BSO BSR EDU GOV MED NGO UNKN
## BSF 1 1 0 0 0 8 0 0
## BSO 384 816 272 141 86 427 64 29
## BSR 2 6 1 0 0 16 0 0
## EDU 2 2 3 2 0 2 0 0
## GOV 2 2 2 1 1 1 0 0
## MED 9 58 24 19 11 116 4 3
## NGO 0 2 0 3 0 1 1 0
## UNKN 0 0 0 0 0 0 0 0print("Tuned Test Confusion Matrix:")## [1] "Tuned Test Confusion Matrix:"print(test_conf_matrix_tuned)## Truth
## Prediction BSF BSO BSR EDU GOV MED NGO UNKN
## BSF 75 120 41 28 14 61 8 0
## BSO 529 1168 412 196 114 359 69 31
## BSR 0 9 6 0 0 0 0 0
## EDU 193 268 68 44 21 75 21 13
## GOV 3 4 0 0 0 1 0 0
## MED 69 172 98 55 54 638 8 2
## NGO 0 2 2 0 0 0 0 0
## UNKN 0 0 0 0 0 1 0 0# -------------------
# ROC Curve Plotting
# -------------------
# Function to plot micro-averaged ROC curve
plot_micro_roc <- function(true_labels, predicted_probs, class_levels, title = "Micro-Averaged ROC Curve") {
# One-Hot Encode the actual classes
actual_binary <- mltools::one_hot(as.data.table(true_labels))
colnames(actual_binary) <- class_levels
# Convert predicted probabilities to a data frame
predicted_df <- as.data.frame(predicted_probs)
# Ensure column names match class levels
colnames(predicted_df) <- class_levels
# Flatten the actual and predicted data
actual_vector <- as.vector(as.matrix(actual_binary))
predicted_vector <- as.vector(as.matrix(predicted_df))
# Compute the ROC curve using pROC
micro_roc <- roc(
response = actual_vector,
predictor = predicted_vector,
levels = c(0,1), # Binary after flattening
direction = "<", # Typically "<" for probability predictions
quiet = TRUE
)
# Compute the AUC
micro_auc <- auc(micro_roc)
# Create a data frame for plotting
roc_df <- data.frame(
FalsePositiveRate = 1 - micro_roc$specificities,
TruePositiveRate = micro_roc$sensitivities
)
# Plot using ggplot2
roc_plot <- ggplot(roc_df, aes(x = FalsePositiveRate, y = TruePositiveRate)) +
geom_line(color = "darkgreen", size = 1) +
geom_abline(linetype = "dashed", color = "gray") +
ggtitle(paste(title, "(AUC =", round(micro_auc, 3), ")")) +
xlab("False Positive Rate (1 - Specificity)") +
ylab("True Positive Rate (Sensitivity)") +
theme_minimal() +
theme(plot.title = element_text(hjust = 0.5))
return(roc_plot)
}
# Plot ROC curve for Validation Set
roc_plot_val <- plot_micro_roc(
true_labels = val_data_sevRQ5$Organization.Type,
predicted_probs = val_probs_tuned,
class_levels = levels_org_type,
title = "Micro-Averaged ROC Curve - Validation Set"
)## Error:
## ! [conflicted] roc found in 2 packages.
## Either pick the one you want with `::`:
## • fmsb::roc
## • pROC::roc
## Or declare a preference with `conflicts_prefer()`:
## • `conflicts_prefer(fmsb::roc)`
## • `conflicts_prefer(pROC::roc)`# Display the plot
print(roc_plot_val)## Error in eval(expr, envir, enclos): object 'roc_plot_val' not found# Optional: Save the plot
ggsave("Tuned_Validation_Micro_Averaged_ROC_Curve.png", plot = roc_plot_val, width = 8, height = 6)## Error in eval(expr, envir, enclos): object 'roc_plot_val' not foundVisualizations
ROC AUC
library(pROC)
# Function to plot ROC curves for each class with AUC in the legend
plot_multiclass_roc <- function(probs, true_labels) {
# Ensure true labels are treated as factors
true_labels <- factor(true_labels)
# Adjust probability column names to match class levels (if necessary)
colnames(probs) <- levels(true_labels)
# Calculate ROC for each class and store AUC values
roc_list <- lapply(levels(true_labels), function(class) {
roc_curve = pROC::roc(response = true_labels == class, predictor = probs[, class])
list(roc = roc_curve, auc = pROC::auc(roc_curve))
})
# Initial plot setup for the first class
plot(roc_list[[1]]$roc, main = "ROC Curves for Each Class", percent = TRUE, col = rainbow(length(roc_list))[1])
# Add remaining ROC curves
for (i in 2:length(roc_list)) {
lines(roc_list[[i]]$roc, col = rainbow(length(roc_list))[i])
}
# Create legend labels including AUC values
legend_labels <- sapply(1:length(roc_list), function(i) {
paste(levels(true_labels)[i], sprintf("(AUC = %.2f)", roc_list[[i]]$auc))
})
# Add a color legend for clarity
legend("bottomright", legend = legend_labels, col = rainbow(length(roc_list)), lwd = 2, bty = "n")
}
# Example usage with validation probabilities and true labels
plot_multiclass_roc(val_probs, val_data_sevRQ5$Organization.Type)## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls > cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Warning in plot.window(...): "percent" is not a graphical parameter## Warning in plot.xy(xy, type, ...): "percent" is not a graphical parameter## Warning in axis(side = side, at = at, labels = labels, ...): "percent" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "percent" is not a
## graphical parameter## Warning in box(...): "percent" is not a graphical parameter## Warning in title(...): "percent" is not a graphical parameter
Confusion matrix heatmap – This visualization will help in assessing how well each class is predicted versus other classes, highlighting misclassifications
# Load necessary libraries
library(ggplot2)
library(reshape2) # or consider using pivot_longer from tidyr
# Function to plot confusion matrix as a heatmap
plot_confusion_matrix <- function(predictions, true_labels) {
cm <- table(Predicted = predictions, Actual = true_labels)
cm_melted <- melt(cm) # If using data.table, it would be melt(as.data.table(cm))
ggplot(cm_melted, aes(x = Actual, y = Predicted, fill = value)) +
geom_tile(color = "white") +
scale_fill_gradient(low = "blue", high = "red") +
labs(title = "Confusion Matrix Heatmap", x = "Actual Class", y = "Predicted Class") +
theme_minimal()
}
# Example usage with the correct data variable
plot_confusion_matrix(val_preds, val_data_sevRQ5$Organization.Type)## Warning: The melt generic in data.table has been passed a table and will
## attempt to redirect to the relevant reshape2 method; please note that reshape2
## is superseded and is no longer actively developed, and this redirection is now
## deprecated. To continue using melt methods from reshape2 while both libraries
## are attached, e.g. melt.list, you can prepend the namespace, i.e.
## reshape2::melt(cm). In the next version, this warning will become an error.
Confusion matrix
# Load necessary library
library(caret)
# Assuming val_preds are your predicted values and val_data_sevRQ5 is your dataset
# Generate confusion matrix for validation data
val_conf_matrix <- confusionMatrix(as.factor(val_preds), as.factor(val_data_sevRQ5$Organization.Type))
# Print the confusion matrix
print(val_conf_matrix)## Confusion Matrix and Statistics
##
## Reference
## Prediction BSF BSO BSR EDU GOV MED NGO UNKN
## BSF 1 1 1 0 0 16 0 0
## BSO 384 815 274 144 86 453 65 29
## BSR 3 14 4 1 1 23 0 0
## EDU 3 1 4 0 0 2 0 0
## GOV 0 3 3 2 1 1 0 0
## MED 9 51 16 19 9 75 4 3
## NGO 0 2 0 0 1 1 0 0
## UNKN 0 0 0 0 0 0 0 0
##
## Overall Statistics
##
## Accuracy : 0.3549
## 95% CI : (0.3362, 0.3739)
## No Information Rate : 0.3513
## P-Value [Acc > NIR] : 0.3609
##
## Kappa : 0.032
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: BSF Class: BSO Class: BSR Class: EDU Class: GOV
## Sensitivity 0.002500 0.9188 0.013245 0.00000 0.010204
## Specificity 0.991529 0.1239 0.981107 0.99576 0.996292
## Pos Pred Value 0.052632 0.3622 0.086957 0.00000 0.100000
## Neg Pred Value 0.840782 0.7382 0.879790 0.93400 0.961431
## Prevalence 0.158416 0.3513 0.119604 0.06574 0.038812
## Detection Rate 0.000396 0.3228 0.001584 0.00000 0.000396
## Detection Prevalence 0.007525 0.8911 0.018218 0.00396 0.003960
## Balanced Accuracy 0.497015 0.5214 0.497176 0.49788 0.503248
## Class: MED Class: NGO Class: UNKN
## Sensitivity 0.13135 0.000000 0.00000
## Specificity 0.94319 0.998371 1.00000
## Pos Pred Value 0.40323 0.000000 NaN
## Neg Pred Value 0.78794 0.972630 0.98733
## Prevalence 0.22614 0.027327 0.01267
## Detection Rate 0.02970 0.000000 0.00000
## Detection Prevalence 0.07366 0.001584 0.00000
## Balanced Accuracy 0.53727 0.499186 0.50000# For a simpler view, just show the table
print(val_conf_matrix$table)## Reference
## Prediction BSF BSO BSR EDU GOV MED NGO UNKN
## BSF 1 1 1 0 0 16 0 0
## BSO 384 815 274 144 86 453 65 29
## BSR 3 14 4 1 1 23 0 0
## EDU 3 1 4 0 0 2 0 0
## GOV 0 3 3 2 1 1 0 0
## MED 9 51 16 19 9 75 4 3
## NGO 0 2 0 0 1 1 0 0
## UNKN 0 0 0 0 0 0 0 0RQ6
THE FOLLOWING MODELS ANSWER RESEARCH QUESTION 6- (Compare Models)
RQ6: Which machine learning model produces a a more accurate and reliable predictive model, random forest, XGBoost or Ordinal logistic regression?
Checking Distro levels in dataset
# Load necessary library for visualization
library(ggplot2)
# ---- Distribution of Levels in Categorical Variables ----
# Function to plot distribution of a categorical variable
plot_distribution <- function(data, variable_name, dataset_name) {
variable <- data[[variable_name]]
# Create a data frame with counts
dist_df <- as.data.frame(table(variable))
colnames(dist_df) <- c(variable_name, "Count")
# Plot
ggplot(dist_df, aes_string(x = variable_name, y = "Count")) +
geom_bar(stat = "identity", fill = "steelblue") +
labs(title = paste("Distribution of", variable_name, "in", dataset_name),
x = variable_name,
y = "Count") +
theme_minimal() +
theme(
axis.text.x = element_text(angle = 45, hjust = 1),
plot.title = element_text(hjust = 0.5)
)
}
# Variables to check
variables_to_check <- c("State", "Organization.Type", "Breach.Input")
# Datasets and their names
datasets <- list(train = train_data_sevRQ6, val = val_data_sevRQ6, test = test_data_sevRQ6)## Error in eval(expr, envir, enclos): object 'train_data_sevRQ6' not founddataset_names <- c("Training Set", "Validation Set", "Test Set")
# Loop over datasets and variables to display distributions
for (i in seq_along(datasets)) {
data <- datasets[[i]]
dataset_name <- dataset_names[i]
for (variable_name in variables_to_check) {
cat("\n--- Distribution of", variable_name, "in", dataset_name, "---\n")
# Display counts
counts <- table(data[[variable_name]])
print(counts)
# Display proportions
proportions <- prop.table(counts)
print(round(proportions, 4))
# Plot distribution
print(
plot_distribution(data, variable_name, dataset_name)
)
}
}## Error in eval(expr, envir, enclos): object 'datasets' not found# ---- Distribution of Levels in the Test Set ----
# Variables to check
variables_to_check <- c("State", "Organization.Type", "Breach.Input")
# Loop over variables to display distributions
for (variable_name in variables_to_check) {
cat("\n--- Distribution of", variable_name, "in Test Set ---\n")
# Get counts
counts <- table(test_data_sevRQ6[[variable_name]])
print(counts)
}##
## --- Distribution of State in Test Set ---## Error in eval(expr, envir, enclos): object 'test_data_sevRQ6' not foundOversampling
# Find the maximum class count
max_class_count <- max(class_counts)
print(paste("Maximum class count:", max_class_count))## [1] "Maximum class count: 7605"# Over-sample each class to have the same number as the majority class
set.seed(123) # For reproducibility
test_data_over <- test_data_sevRQ6 %>%
group_by(Breach.Input) %>%
sample_n(max_class_count, replace = TRUE) %>%
ungroup()## Error in eval(expr, envir, enclos): object 'test_data_sevRQ6' not found# Check the new class distribution
new_class_counts_over <- table(test_data_over$Breach.Input)## Error in eval(expr, envir, enclos): object 'test_data_over' not foundprint("Class distribution after over-sampling:")## [1] "Class distribution after over-sampling:"print(new_class_counts_over)## Error in eval(expr, envir, enclos): object 'new_class_counts_over' not foundData Preprocessing
# Load necessary libraries
library(randomForest)
library(xgboost)
library(glmnet) # For regularized ordinal regression## Loading required package: Matrix##
## Attaching package: 'Matrix'## The following objects are masked from 'package:tidyr':
##
## expand, pack, unpack## Loaded glmnet 4.1-8library(caret) # For confusion matrices
library(scales) # For scaling
library(dplyr) # For data manipulation
# Assuming train_data_sev, val_data_sev, and test_data_sev are already loaded as data frames
# Copy the datasets to avoid compromising the original splits
train_data_sevRQ6 <- train_data_sev
val_data_sevRQ6 <- val_data_sev
test_data_sevRQ6 <- test_data_sev
# --- Step 1: Ensure Consistent Factor Levels Across Datasets ---
# Define the levels for 'State', 'Organization.Type', and 'Breach.Input' based on training data
state_levels <- levels(factor(train_data_sevRQ6$State))
org_type_levels <- levels(factor(train_data_sevRQ6$Organization.Type))
breach_input_levels <- levels(factor(train_data_sevRQ6$Breach.Input))
# Function to align factor levels and encode variables
encode_variables <- function(data) {
data$State <- factor(data$State, levels = state_levels)
data$Organization.Type <- factor(data$Organization.Type, levels = org_type_levels)
data$Breach.Input <- factor(data$Breach.Input, levels = breach_input_levels)
data$State.Num <- as.numeric(data$State)
data$Org.Type.Num <- as.numeric(data$Organization.Type)
data$Breach.Input.Num <- as.numeric(data$Breach.Input) - 1 # Subtract 1 for zero-based indexing
return(data)
}
# Apply encoding to all datasets
train_data_sevRQ6 <- encode_variables(train_data_sevRQ6)
val_data_sevRQ6 <- encode_variables(val_data_sevRQ6)
test_data_sevRQ6 <- encode_variables(test_data_sevRQ6)
# --- Step 2: Handle Missing Values After Encoding ---
# Function to remove rows with NA values in key variables
remove_na_rows <- function(data) {
data <- data[complete.cases(data[, c("State.Num", "Org.Type.Num", "Breach.Input.Num", "Max.Records.Impacted")]), ]
return(data)
}
# Apply NA removal to all datasets
train_data_sevRQ6 <- remove_na_rows(train_data_sevRQ6)
val_data_sevRQ6 <- remove_na_rows(val_data_sevRQ6)
test_data_sevRQ6 <- remove_na_rows(test_data_sevRQ6)
# --- Step 3: Scale Numeric Variables ---
# Scale 'Max.Records.Impacted' in all datasets
train_data_sevRQ6$Max.Records.Impacted <- scale(train_data_sevRQ6$Max.Records.Impacted)
val_data_sevRQ6$Max.Records.Impacted <- scale(val_data_sevRQ6$Max.Records.Impacted)
test_data_sevRQ6$Max.Records.Impacted <- scale(test_data_sevRQ6$Max.Records.Impacted)
# --- Step 4: Prepare Feature Matrices and Label Vectors ---
# Define feature columns
feature_cols <- c("Max.Records.Impacted", "State.Num", "Org.Type.Num")
# Training data
train_matrix <- as.matrix(train_data_sevRQ6[, feature_cols])
train_label <- train_data_sevRQ6$Breach.Input.Num
# Validation data
val_matrix <- as.matrix(val_data_sevRQ6[, feature_cols])
val_label <- val_data_sevRQ6$Breach.Input.Num
# Test data
test_matrix <- as.matrix(test_data_sevRQ6[, feature_cols])
test_label <- test_data_sevRQ6$Breach.Input.Num
# --- Step 5: Ensure No NA/NaN/Inf Values in Matrices ---
# Function to check and remove invalid rows in matrices
clean_matrix <- function(matrix_data, label_data) {
valid_indices <- complete.cases(matrix_data) & !is.infinite(rowSums(matrix_data))
matrix_data <- matrix_data[valid_indices, ]
label_data <- label_data[valid_indices]
return(list(matrix = matrix_data, label = label_data))
}
# Clean matrices and labels
train_data_clean <- clean_matrix(train_matrix, train_label)
train_matrix <- train_data_clean$matrix
train_label <- train_data_clean$label
val_data_clean <- clean_matrix(val_matrix, val_label)
val_matrix <- val_data_clean$matrix
val_label <- val_data_clean$label
test_data_clean <- clean_matrix(test_matrix, test_label)
test_matrix <- test_data_clean$matrix
test_label <- test_data_clean$label
# --- Step 6: Align Factor Levels for Labels ---
# Define label levels
label_levels <- sort(unique(c(train_label, val_label, test_label)))
# Convert labels to factors with consistent levels
train_label_factor <- factor(train_label, levels = label_levels)
val_label_factor <- factor(val_label, levels = label_levels)
test_label_factor <- factor(test_label, levels = label_levels)
# --- Step 7: Final Checks Before Modeling ---
# Verify that labels and features have matching lengths
stopifnot(length(train_label) == nrow(train_matrix))
stopifnot(length(val_label) == nrow(val_matrix))
stopifnot(length(test_label) == nrow(test_matrix))Ordinal Logistic Regression
# ---- Regularized Ordinal Logistic Regression ----
# Note: GLMNET's 'multinomial' family handles multi-class classification
tryCatch({
# Fit the model using cross-validation to find optimal lambda
cv_fit <- cv.glmnet(train_matrix, train_label_factor, family = "multinomial", alpha = 0.5)
# Predictions on validation data
preds_val <- predict(cv_fit, newx = val_matrix, s = "lambda.min", type = "class")
preds_val <- as.numeric(preds_val)
preds_val_factor <- factor(preds_val, levels = label_levels)
# Calculate accuracy on validation data
accuracy_val <- mean(preds_val_factor == val_label_factor)
print(paste("GLMNET Validation Accuracy:", round(accuracy_val, 4)))
# Confusion Matrix on validation data
print("GLMNET Confusion Matrix (Validation Set):")
print(confusionMatrix(preds_val_factor, val_label_factor))
# Predictions on test data
preds_test <- predict(cv_fit, newx = test_matrix, s = "lambda.min", type = "class")
preds_test <- as.numeric(preds_test)
preds_test_factor <- factor(preds_test, levels = label_levels)
# Calculate accuracy on test data
accuracy_test <- mean(preds_test_factor == test_label_factor)
print(paste("GLMNET Test Accuracy:", round(accuracy_test, 4)))
# Confusion Matrix on test data
print("GLMNET Confusion Matrix (Test Set):")
print(confusionMatrix(preds_test_factor, test_label_factor))
}, error = function(e) {
print("Error in fitting the GLMNET model:")
print(e)
})## [1] "GLMNET Validation Accuracy: 0.5137"
## [1] "GLMNET Confusion Matrix (Validation Set):"
## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2 3 4 5 6
## 0 0 0 0 0 0 0 0
## 1 0 0 0 0 0 0 0
## 2 5 96 470 248 38 59 6
## 3 11 112 563 827 48 37 5
## 4 0 0 0 0 0 0 0
## 5 0 0 0 0 0 0 0
## 6 0 0 0 0 0 0 0
##
## Overall Statistics
##
## Accuracy : 0.5137
## 95% CI : (0.494, 0.5333)
## No Information Rate : 0.4257
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.162
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2 Class: 3 Class: 4 Class: 5
## Sensitivity 0.000000 0.00000 0.4550 0.7693 0.00000 0.00000
## Specificity 1.000000 1.00000 0.6971 0.4648 1.00000 1.00000
## Pos Pred Value NaN NaN 0.5098 0.5159 NaN NaN
## Neg Pred Value 0.993663 0.91762 0.6488 0.7310 0.96594 0.96198
## Prevalence 0.006337 0.08238 0.4091 0.4257 0.03406 0.03802
## Detection Rate 0.000000 0.00000 0.1861 0.3275 0.00000 0.00000
## Detection Prevalence 0.000000 0.00000 0.3651 0.6349 0.00000 0.00000
## Balanced Accuracy 0.500000 0.50000 0.5760 0.6171 0.50000 0.50000
## Class: 6
## Sensitivity 0.000000
## Specificity 1.000000
## Pos Pred Value NaN
## Neg Pred Value 0.995644
## Prevalence 0.004356
## Detection Rate 0.000000
## Detection Prevalence 0.000000
## Balanced Accuracy 0.500000
## [1] "GLMNET Test Accuracy: 0.5176"
## [1] "GLMNET Confusion Matrix (Test Set):"
## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2 3 4 5 6
## 0 0 0 0 0 0 0 0
## 1 0 0 0 0 0 0 0
## 2 13 209 932 483 82 129 35
## 3 33 243 1039 1683 99 62 10
## 4 0 0 0 0 0 0 0
## 5 0 0 0 0 0 0 0
## 6 0 0 0 0 0 0 0
##
## Overall Statistics
##
## Accuracy : 0.5176
## 95% CI : (0.5037, 0.5315)
## No Information Rate : 0.4287
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.1763
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2 Class: 3 Class: 4 Class: 5
## Sensitivity 0.000000 0.00000 0.4729 0.7770 0.00000 0.00000
## Specificity 1.000000 1.00000 0.6913 0.4851 1.00000 1.00000
## Pos Pred Value NaN NaN 0.4950 0.5311 NaN NaN
## Neg Pred Value 0.990895 0.91053 0.6721 0.7435 0.96417 0.96219
## Prevalence 0.009105 0.08947 0.3901 0.4287 0.03583 0.03781
## Detection Rate 0.000000 0.00000 0.1845 0.3331 0.00000 0.00000
## Detection Prevalence 0.000000 0.00000 0.3727 0.6273 0.00000 0.00000
## Balanced Accuracy 0.500000 0.50000 0.5821 0.6311 0.50000 0.50000
## Class: 6
## Sensitivity 0.000000
## Specificity 1.000000
## Pos Pred Value NaN
## Neg Pred Value 0.991093
## Prevalence 0.008907
## Detection Rate 0.000000
## Detection Prevalence 0.000000
## Balanced Accuracy 0.500000Random Forest
# ---- Random Forest Model ----
# Train the Random Forest model
rf_model_RQ6 <- randomForest(x = train_matrix, y = train_label_factor, ntree = 500, mtry = 2)
# Predictions on validation data
rf_pred_val <- predict(rf_model_RQ6, newdata = val_matrix)
rf_pred_val_factor <- factor(rf_pred_val, levels = label_levels)
# Calculate accuracy on validation data
rf_accuracy_val <- mean(rf_pred_val_factor == val_label_factor)
print(paste("Random Forest Validation Accuracy:", round(rf_accuracy_val, 4)))## [1] "Random Forest Validation Accuracy: 0.5549"# Confusion Matrix on validation data
print("Random Forest Confusion Matrix (Validation Set):")## [1] "Random Forest Confusion Matrix (Validation Set):"print(confusionMatrix(rf_pred_val_factor, val_label_factor))## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2 3 4 5 6
## 0 0 2 7 3 0 1 0
## 1 1 4 38 8 0 0 1
## 2 6 102 542 202 47 59 8
## 3 9 99 441 854 39 32 2
## 4 0 1 5 3 0 3 0
## 5 0 0 0 5 0 1 0
## 6 0 0 0 0 0 0 0
##
## Overall Statistics
##
## Accuracy : 0.5549
## 95% CI : (0.5352, 0.5744)
## No Information Rate : 0.4257
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.2489
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2 Class: 3 Class: 4 Class: 5
## Sensitivity 0.000000 0.019231 0.5247 0.7944 0.000000 0.010417
## Specificity 0.994819 0.979284 0.7158 0.5710 0.995080 0.997942
## Pos Pred Value 0.000000 0.076923 0.5611 0.5786 0.000000 0.166667
## Neg Pred Value 0.993631 0.917509 0.6851 0.7893 0.965778 0.962287
## Prevalence 0.006337 0.082376 0.4091 0.4257 0.034059 0.038020
## Detection Rate 0.000000 0.001584 0.2147 0.3382 0.000000 0.000396
## Detection Prevalence 0.005149 0.020594 0.3826 0.5846 0.004752 0.002376
## Balanced Accuracy 0.497409 0.499257 0.6203 0.6827 0.497540 0.504179
## Class: 6
## Sensitivity 0.000000
## Specificity 1.000000
## Pos Pred Value NaN
## Neg Pred Value 0.995644
## Prevalence 0.004356
## Detection Rate 0.000000
## Detection Prevalence 0.000000
## Balanced Accuracy 0.500000# Predictions on test data
rf_pred_test <- predict(rf_model_RQ6, newdata = test_matrix)
rf_pred_test_factor <- factor(rf_pred_test, levels = label_levels)
# Calculate accuracy on test data
rf_accuracy_test <- mean(rf_pred_test_factor == test_label_factor)
print(paste("Random Forest Test Accuracy:", round(rf_accuracy_test, 4)))## [1] "Random Forest Test Accuracy: 0.5873"# Confusion Matrix on test data
print("Random Forest Confusion Matrix (Test Set):")## [1] "Random Forest Confusion Matrix (Test Set):"print(confusionMatrix(rf_pred_test_factor, test_label_factor))## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2 3 4 5 6
## 0 1 0 0 3 0 0 0
## 1 0 13 34 25 3 5 1
## 2 19 246 1419 588 55 118 22
## 3 26 178 476 1526 115 60 20
## 4 0 0 2 1 0 0 0
## 5 0 14 39 23 8 8 2
## 6 0 1 1 0 0 0 0
##
## Overall Statistics
##
## Accuracy : 0.5873
## 95% CI : (0.5736, 0.6009)
## No Information Rate : 0.4287
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.3162
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2 Class: 3 Class: 4 Class: 5
## Sensitivity 0.0217391 0.028761 0.7199 0.7045 0.0000000 0.041885
## Specificity 0.9994007 0.985217 0.6599 0.6968 0.9993841 0.982308
## Pos Pred Value 0.2500000 0.160494 0.5752 0.6356 0.0000000 0.085106
## Neg Pred Value 0.9910856 0.911688 0.7865 0.7586 0.9641513 0.963090
## Prevalence 0.0091053 0.089470 0.3901 0.4287 0.0358274 0.037807
## Detection Rate 0.0001979 0.002573 0.2809 0.3021 0.0000000 0.001584
## Detection Prevalence 0.0007918 0.016033 0.4883 0.4753 0.0005938 0.018606
## Balanced Accuracy 0.5105699 0.506989 0.6899 0.7007 0.4996921 0.512096
## Class: 6
## Sensitivity 0.0000000
## Specificity 0.9996006
## Pos Pred Value 0.0000000
## Neg Pred Value 0.9910891
## Prevalence 0.0089074
## Detection Rate 0.0000000
## Detection Prevalence 0.0003959
## Balanced Accuracy 0.4998003XGBoost
# ---- XGBoost Model with Class Weights ----
# Calculate class weights based on training data
class_counts <- table(train_label)
total_samples <- length(train_label)
class_weights <- total_samples / (length(class_counts) * class_counts)
print("Class Weights:")## [1] "Class Weights:"print(class_weights)## train_label
## 0 1 2 3 4 5 6
## 14.6835548 1.5677042 0.3629216 0.3320935 4.2375360 4.0538867 22.3501896# Prepare DMatrix for XGBoost
dtrain <- xgb.DMatrix(data = train_matrix, label = train_label)
dval <- xgb.DMatrix(data = val_matrix, label = val_label)
dtest <- xgb.DMatrix(data = test_matrix, label = test_label)
# Set parameters for XGBoost
params <- list(
objective = "multi:softmax",
num_class = length(label_levels),
eval_metric = "mlogloss",
eta = 0.1,
max_depth = 6,
subsample = 0.8,
colsample_bytree = 0.8,
weight = class_weights[train_label + 1] # Adjust for zero-based indexing
)
# Train the XGBoost model
xgb_model_weighted <- xgboost(
params = params,
data = dtrain,
nrounds = 100,
verbose = 0
)## [15:11:41] WARNING: src/learner.cc:767:
## Parameters: { "weight" } are not used.# Predictions on validation data
xgb_pred_val <- predict(xgb_model_weighted, newdata = val_matrix)
xgb_pred_val_factor <- factor(xgb_pred_val, levels = label_levels)
# Calculate accuracy on validation data
xgb_accuracy_val <- mean(xgb_pred_val_factor == val_label_factor)
print(paste("XGBoost Validation Accuracy:", round(xgb_accuracy_val, 4)))## [1] "XGBoost Validation Accuracy: 0.6063"# Confusion Matrix on validation data
print("XGBoost Confusion Matrix (Validation Set):")## [1] "XGBoost Confusion Matrix (Validation Set):"print(confusionMatrix(xgb_pred_val_factor, val_label_factor))## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2 3 4 5 6
## 0 0 0 0 0 0 0 0
## 1 0 0 0 2 0 0 0
## 2 7 106 672 214 47 63 8
## 3 9 102 361 859 39 33 3
## 4 0 0 0 0 0 0 0
## 5 0 0 0 0 0 0 0
## 6 0 0 0 0 0 0 0
##
## Overall Statistics
##
## Accuracy : 0.6063
## 95% CI : (0.587, 0.6255)
## No Information Rate : 0.4257
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.3235
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2 Class: 3 Class: 4 Class: 5
## Sensitivity 0.000000 0.0000000 0.6505 0.7991 0.00000 0.00000
## Specificity 1.000000 0.9991368 0.7017 0.6228 1.00000 1.00000
## Pos Pred Value NaN 0.0000000 0.6016 0.6110 NaN NaN
## Neg Pred Value 0.993663 0.9175585 0.7436 0.8070 0.96594 0.96198
## Prevalence 0.006337 0.0823762 0.4091 0.4257 0.03406 0.03802
## Detection Rate 0.000000 0.0000000 0.2661 0.3402 0.00000 0.00000
## Detection Prevalence 0.000000 0.0007921 0.4424 0.5568 0.00000 0.00000
## Balanced Accuracy 0.500000 0.4995684 0.6761 0.7109 0.50000 0.50000
## Class: 6
## Sensitivity 0.000000
## Specificity 1.000000
## Pos Pred Value NaN
## Neg Pred Value 0.995644
## Prevalence 0.004356
## Detection Rate 0.000000
## Detection Prevalence 0.000000
## Balanced Accuracy 0.500000# Predictions on test data
xgb_pred_test <- predict(xgb_model_weighted, newdata = test_matrix)
xgb_pred_test_factor <- factor(xgb_pred_test, levels = label_levels)
# Calculate accuracy on test data
xgb_accuracy_test <- mean(xgb_pred_test_factor == test_label_factor)
print(paste("XGBoost Test Accuracy:", round(xgb_accuracy_test, 4)))## [1] "XGBoost Test Accuracy: 0.5895"# Confusion Matrix on test data
print("XGBoost Confusion Matrix (Test Set):")## [1] "XGBoost Confusion Matrix (Test Set):"print(confusionMatrix(xgb_pred_test_factor, test_label_factor))## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2 3 4 5 6
## 0 0 0 0 0 0 0 0
## 1 0 5 16 3 0 0 0
## 2 17 235 1299 489 98 138 39
## 3 29 212 656 1674 83 53 6
## 4 0 0 0 0 0 0 0
## 5 0 0 0 0 0 0 0
## 6 0 0 0 0 0 0 0
##
## Overall Statistics
##
## Accuracy : 0.5895
## 95% CI : (0.5758, 0.6031)
## No Information Rate : 0.4287
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.3048
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2 Class: 3 Class: 4 Class: 5
## Sensitivity 0.000000 0.0110619 0.6591 0.7729 0.00000 0.00000
## Specificity 1.000000 0.9958696 0.6702 0.6400 1.00000 1.00000
## Pos Pred Value NaN 0.2083333 0.5611 0.6170 NaN NaN
## Neg Pred Value 0.990895 0.9110979 0.7545 0.7897 0.96417 0.96219
## Prevalence 0.009105 0.0894695 0.3901 0.4287 0.03583 0.03781
## Detection Rate 0.000000 0.0009897 0.2571 0.3314 0.00000 0.00000
## Detection Prevalence 0.000000 0.0047506 0.4582 0.5370 0.00000 0.00000
## Balanced Accuracy 0.500000 0.5034658 0.6646 0.7064 0.50000 0.50000
## Class: 6
## Sensitivity 0.000000
## Specificity 1.000000
## Pos Pred Value NaN
## Neg Pred Value 0.991093
## Prevalence 0.008907
## Detection Rate 0.000000
## Detection Prevalence 0.000000
## Balanced Accuracy 0.500000Metrics
# Assuming you have already trained your models and have the predictions on the test set
# Compute confusion matrices
cm_glmnet_test <- confusionMatrix(preds_test_factor, test_label_factor)
cm_rf_test <- confusionMatrix(rf_pred_test_factor, test_label_factor)
cm_xgb_test <- confusionMatrix(xgb_pred_test_factor, test_label_factor)
# Define a function to extract metrics
get_metrics <- function(cm) {
accuracy <- cm$overall['Accuracy']
precision <- mean(cm$byClass[,'Pos Pred Value'], na.rm = TRUE)
recall <- mean(cm$byClass[,'Sensitivity'], na.rm = TRUE)
f1 <- 2 * ((precision * recall) / (precision + recall))
return(c(Accuracy = as.numeric(accuracy),
Precision = as.numeric(precision),
Recall = as.numeric(recall),
F1_Score = as.numeric(f1)))
}
# Extract metrics for each model
metrics_glmnet <- get_metrics(cm_glmnet_test)
metrics_rf <- get_metrics(cm_rf_test)
metrics_xgb <- get_metrics(cm_xgb_test)
# Print the metrics for each model
cat("Metrics for Regularized Logistic Regression (GLMNET) Model:\n")## Metrics for Regularized Logistic Regression (GLMNET) Model:print(metrics_glmnet)## Accuracy Precision Recall F1_Score
## 0.5176168 0.5130186 0.1785521 0.2649058cat("\nMetrics for Random Forest Model:\n")##
## Metrics for Random Forest Model:print(metrics_rf)## Accuracy Precision Recall F1_Score
## 0.5872922 0.2437659 0.2166927 0.2294334cat("\nMetrics for XGBoost Model:\n")##
## Metrics for XGBoost Model:print(metrics_xgb)## Accuracy Precision Recall F1_Score
## 0.5894695 0.4621619 0.2061388 0.2851097# Optionally, combine metrics into a data frame
metrics_df <- data.frame(
Model = c("GLMNET", "Random Forest", "XGBoost"),
Accuracy = c(metrics_glmnet['Accuracy'], metrics_rf['Accuracy'], metrics_xgb['Accuracy']),
Precision = c(metrics_glmnet['Precision'], metrics_rf['Precision'], metrics_xgb['Precision']),
Recall = c(metrics_glmnet['Recall'], metrics_rf['Recall'], metrics_xgb['Recall']),
F1_Score = c(metrics_glmnet['F1_Score'], metrics_rf['F1_Score'], metrics_xgb['F1_Score'])
)
# Display the data frame
print(metrics_df)## Model Accuracy Precision Recall F1_Score
## 1 GLMNET 0.5176168 0.5130186 0.1785521 0.2649058
## 2 Random Forest 0.5872922 0.2437659 0.2166927 0.2294334
## 3 XGBoost 0.5894695 0.4621619 0.2061388 0.2851097Accuracy bar plot
Create the Data Frame for Accuracies
# Create a data frame containing the test accuracies of each model
accuracy_data <- data.frame(
Model = c("Regularized Logistic Regression", "Random Forest", "XGBoost"),
Accuracy = c(
accuracy_test, # Test accuracy for GLMNET model
rf_accuracy_test, # Test accuracy for Random Forest model
xgb_accuracy_test # Test accuracy for XGBoost model
)
)
# Ensure that all accuracies are numeric and correct
accuracy_data$Accuracy <- as.numeric(accuracy_data$Accuracy)
# Display the accuracy data
print("Model Test Accuracies:")## [1] "Model Test Accuracies:"print(accuracy_data)## Model Accuracy
## 1 Regularized Logistic Regression 0.5176168
## 2 Random Forest 0.5872922
## 3 XGBoost 0.5894695Plot
# Load ggplot2 for visualization
library(ggplot2)
# Create a bar plot of model accuracies
ggplot(accuracy_data, aes(x = Model, y = Accuracy, fill = Model)) +
geom_bar(stat = "identity", width = 0.6) +
geom_text(aes(label = round(Accuracy, 4)), vjust = -0.5, size = 5) +
ylim(0, 1) +
labs(title = "Test Accuracies of Different Models",
x = "Model",
y = "Accuracy") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.position = "none"
) +
scale_fill_brewer(palette = "Set2")
Radar chart of Model Comparisons
# Install and load the fmsb package for radar charts
if (!require(fmsb)) {
install.packages('fmsb')
}
library(fmsb)
# Calculate the confusion matrices if not already done
# For GLMNET model
cm_glmnet_test <- confusionMatrix(preds_test_factor, test_label_factor)
# For Random Forest model
cm_rf_test <- confusionMatrix(rf_pred_test_factor, test_label_factor)
# For XGBoost model
cm_xgb_test <- confusionMatrix(xgb_pred_test_factor, test_label_factor)
# Function to calculate metrics from confusion matrix
get_metrics <- function(cm) {
accuracy <- cm$overall['Accuracy']
precision <- mean(cm$byClass[,'Pos Pred Value'], na.rm = TRUE)
recall <- mean(cm$byClass[,'Sensitivity'], na.rm = TRUE)
f1 <- 2 * ((precision * recall) / (precision + recall))
return(c(Accuracy = as.numeric(accuracy),
Precision = as.numeric(precision),
Recall = as.numeric(recall),
F1_Score = as.numeric(f1)))
}
# Get metrics for each model
metrics_glmnet <- get_metrics(cm_glmnet_test)
metrics_rf <- get_metrics(cm_rf_test)
metrics_xgb <- get_metrics(cm_xgb_test)
# Prepare data for radar chart
radar_data <- data.frame(
Accuracy = c(1, 0, metrics_glmnet['Accuracy'], metrics_rf['Accuracy'], metrics_xgb['Accuracy']),
Precision = c(1, 0, metrics_glmnet['Precision'], metrics_rf['Precision'], metrics_xgb['Precision']),
Recall = c(1, 0, metrics_glmnet['Recall'], metrics_rf['Recall'], metrics_xgb['Recall']),
F1_Score = c(1, 0, metrics_glmnet['F1_Score'], metrics_rf['F1_Score'], metrics_xgb['F1_Score'])
)
rownames(radar_data) <- c('Max', 'Min', 'Ordinary Log Regression', 'Random_Forest', 'XGBoost')
# Define colors for the radar chart
colors_border <- c('red', 'green', 'blue')
colors_in <- c(rgb(1,0,0,0.1), rgb(0,1,0,0.1), rgb(0,0,1,0.1))
# Plot the radar chart
radarchart(
radar_data, axistype = 1,
# Customize the polygons
pcol = colors_border, pfcol = colors_in, plwd = 2, plty = 1,
# Customize the grid
cglcol = 'grey', cglty = 1, axislabcol = 'grey',
caxislabels = seq(0,1,0.2), cglwd = 0.8,
# Customize the labels
vlcex = 0.8,
title = 'Comparison of Model Performance Metrics'
)
# Add a legend
legend(
x = 'topright', inset = 0.05,
legend = c('Ordinary Log Regression', 'Random Forest', 'XGBoost'), bty = 'n',
pch = 20, col = colors_border, text.col = 'black', cex = 1, pt.cex = 1.5
)