# SET TABLE FOR THE REPORT
table.name <- "F9-P07-T01-COMPENSATION"
folder.name <- paste0( "TABLE-", table.name )
sample.size <- 100

Setup

Load Packages

library( irs990efile )  # functions for parsing efile XMLs
library( dplyr )        # data wrangling
library( purrr )        # data wrangling 
library( pander )       # formatting
library( knitr )        # formatting
library( DT )           # table printing
library( httr )         # web requests 
library( xmltools )     # xml utilities
library( xml2 )         # xml utilities
library( XML )          # xml utilities 
library( data.tree )    # network visualization
library( networkD3 )    # network visualization
library( igraph )       # network visualization

source( "R/rdb-functions.R")
source( "R/utils.R")

Data

#######
#######  DATA USED IN THE REPORT:
#######  UPDATE TO MATCH TABLE
#######

index <- 
  tinyindex %>% 
  dplyr::filter( FormType %in% c("990","990EZ") )

head( index )

The Concordance File

The concordance is an RDB to XML Crosswalk that maps all xpaths onto a specified set of variables. It is located in the irs990efile package.


The full data dictionary is available on GitHub.

DATA DICTIONARY


concordance %>% 
  filter( rdb_table == table.name )  








Build the Table

# create new folder
dir.create( folder.name )
setwd( folder.name )

# create sample
sample.index <- sample_n( index, sample.size )
write.csv( index, "sample-index.csv", row.names=F )
sample.urls <- sample.index$URL

# erase existing log files
file.create("XPATH-LOG.txt") 
file.create("FAIL-LOG.txt")



start.build.time <- Sys.time()    # --------------------

results.list <- list()
xpath.list <- list()

for( i in 1:length( sample.urls ) )
{
  url <- sample.urls[i]
  results.list[[i]] <- build_rdb_table_v2( url, table.name )
  xpath.list[[i]]   <- get_table_xpaths( url, table.name )
  if( i %% 100 == 0 ){ print(i) }
}

end.build.time <- Sys.time()      # --------------------


df <- dplyr::bind_rows( results.list )


fail.log <- readLines( "FAIL-LOG.txt" )
all.xpaths <- xpath.list %>% unlist() %>% unique() %>% sort()
cat( all.xpaths, sep="\n", file="XPATH-LOG.txt" )

TABLE: F9-P07-T01-COMPENSATION

## [1] "NUMBER OF RETURNS PROCESSED:   100"
## [1] "TOTAL NUMBER OF TABLE ROWS:   968"

TOTAL RUN TIME:

## Time difference of 3.668819 mins
## Time difference of -0.06114699 hours

Write to File

write.csv( df, paste0( folder.name, "/", table.name, ".csv" ), row.names=F )
head(df) 








Diagnostics

Missing or Extra XPATHS

Check for xpaths that were used in the tables but do not exist in the Concordance file.

c.table <- dplyr::filter( concordance, rdb_table == table.name ) 
xpath.concordance <- c.table$xpath
setdiff( all.xpaths, xpath.concordance )
##  [1] "/Return/ReturnData/IRS990/Form990PartVIISectionA"                                       
##  [2] "/Return/ReturnData/IRS990/Form990PartVIISectionAGrp"                                    
##  [3] "/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeEmplGrp"                              
##  [4] "/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeEmplGrp/ExpenseAccountOtherAllwncAmt" 
##  [5] "/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl"                              
##  [6] "/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/AddressUS"                    
##  [7] "/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/AddressUS/AddressLine1"       
##  [8] "/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/AddressUS/City"               
##  [9] "/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/AddressUS/State"              
## [10] "/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/AddressUS/ZIPCode"            
## [11] "/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/ExpenseAccountOtherAllowances"

Capture to update the Concordance file.

these <- setdiff( all.xpaths, xpath.concordance )
cat( these, sep="\n", file=paste0( folder.name, "/MISSING-XPATHS.txt" ) )

Failes URLs

Check the status of failed URLs.

if( length(fail.log) > 0 )
{ 
  sapply( fail.log, get_message ) %>% 
  table() %>% 
  pander() 
} else {
  print("ALL URLs ARE VALID")
}
## [1] "ALL URLs ARE VALID"








XML Table Structure

Create Network Edgelists

The create_edgelist() functions v1 and v2 are in R/utils.R.

V1 retains the root nodes Return and ReturnData.

V2 drops the root nodes and uses form versions “990” and “990EZ” as the root to visualize the sets of tables separately.

# KEEP ROOT NOTES Return & ReturnData
el <- create_edgelist_v1( all.xpaths )



Edgelist format:

V1 V2
Return ReturnData
ReturnData IRS990
IRS990 Form990PartVIISectionAGrp
Form990PartVIISectionAGrp PersonNm
Form990PartVIISectionAGrp TitleTxt
Form990PartVIISectionAGrp AverageHoursPerWeekRt
Form990PartVIISectionAGrp IndividualTrusteeOrDirectorInd
Form990PartVIISectionAGrp OfficerInd
Form990PartVIISectionAGrp ReportableCompFromOrgAmt
Form990PartVIISectionAGrp ReportableCompFromRltdOrgAmt








Visualize Tree Structure

# library( data.tree )
nd <- FromDataFrameNetwork( network=el )
print( nd )
##                                         levelName
## 1  Return                                        
## 2   °--ReturnData                                
## 3       ¦--IRS990                                
## 4       ¦   ¦--Form990PartVIISectionA            
## 5       ¦   ¦   ¦--AverageHoursPerWeek           
## 6       ¦   ¦   ¦--AverageHoursPerWeekRelated    
## 7       ¦   ¦   ¦--Former                        
## 8       ¦   ¦   ¦--HighestCompensatedEmployee    
## 9       ¦   ¦   ¦--IndividualTrusteeOrDirector   
## 10      ¦   ¦   ¦--InstitutionalTrustee          
## 11      ¦   ¦   ¦--KeyEmployee                   
## 12      ¦   ¦   ¦--NamePerson                    
## 13      ¦   ¦   ¦--Officer                       
## 14      ¦   ¦   ¦--OtherCompensation             
## 15      ¦   ¦   ¦--ReportableCompFromOrganization
## 16      ¦   ¦   ¦--ReportableCompFromRelatedOrgs 
## 17      ¦   ¦   °--Title                         
## 18      ¦   °--Form990PartVIISectionAGrp         
## 19      ¦       ¦--AverageHoursPerWeekRltdOrgRt  
## 20      ¦       ¦--AverageHoursPerWeekRt         
## 21      ¦       ¦--HighestCompensatedEmployeeInd 
## 22      ¦       ¦--IndividualTrusteeOrDirectorInd
## 23      ¦       ¦--KeyEmployeeInd                
## 24      ¦       ¦--OfficerInd                    
## 25      ¦       ¦--OtherCompensationAmt          
## 26      ¦       ¦--PersonNm                      
## 27      ¦       ¦--ReportableCompFromOrgAmt      
## 28      ¦       ¦--ReportableCompFromRltdOrgAmt  
## 29      ¦       °--TitleTxt                      
## 30      °--IRS990EZ                              
## 31          ¦--OfficerDirectorTrusteeEmplGrp     
## 32          ¦   ¦--AverageHrsPerWkDevotedToPosRt 
## 33          ¦   ¦--CompensationAmt               
## 34          ¦   ¦--EmployeeBenefitProgramAmt     
## 35          ¦   ¦--ExpenseAccountOtherAllwncAmt  
## 36          ¦   ¦--PersonNm                      
## 37          ¦   °--TitleTxt                      
## 38          °--OfficerDirectorTrusteeKeyEmpl     
## 39              ¦--AddressUS                     
## 40              ¦   ¦--AddressLine1              
## 41              ¦   ¦--City                      
## 42              ¦   ¦--State                     
## 43              ¦   °--ZIPCode                   
## 44              ¦--AvgHoursPerWkDevotedToPosition
## 45              ¦--Compensation                  
## 46              ¦--ContriToEmplBenefitPlansEtc   
## 47              ¦--ExpenseAccountOtherAllowances 
## 48              ¦--PersonName                    
## 49              °--Title
SetGraphStyle( nd, rankdir = "LR")
SetEdgeStyle( nd, arrowhead = "vee", color = "grey20", penwidth = 2 )
SetNodeStyle( nd, 
              style = "filled,rounded", 
              shape = "box", 
              fillcolor = "LightBlue", 
              fontname = "helvetica", 
              fontcolor="black",
              tooltip = GetDefaultTooltip )

# SetNodeStyle(acme$IT, fillcolor = "LightBlue", penwidth = "5px")
plot( nd )
# library( networkD3 )
# net <- ToDataFrameNetwork( nd, "name" )
# simpleNetwork( net, fontSize = 12 )
simpleNetwork( el, fontSize = 12 )
#plot with networkD3
radnet <- ToListExplicit( nd, unname = TRUE )
radialNetwork( radnet, fontSize = 12 )








XPATH Summary

Unique Xpaths for this RDB Table

t.xpaths <- 
  concordance %>%
  filter( rdb_table == table.name ) %>% 
  select( xpath ) %>% 
  unique() %>% 
  arrange() %>% 
  mutate( id=row_number() ) 

t.xpaths %>% 
  kable( align="l" )
xpath id
/Return/ReturnData/IRS990/Form990PartVIISectionA/AverageHoursPerWeek 1
/Return/ReturnData/IRS990/Form990PartVIISectionA/AverageHoursPerWeekRelated 2
/Return/ReturnData/IRS990/Form990PartVIISectionA/Former 3
/Return/ReturnData/IRS990/Form990PartVIISectionA/HighestCompensatedEmployee 4
/Return/ReturnData/IRS990/Form990PartVIISectionA/IndividualTrusteeOrDirector 5
/Return/ReturnData/IRS990/Form990PartVIISectionA/InstitutionalTrustee 6
/Return/ReturnData/IRS990/Form990PartVIISectionA/KeyEmployee 7
/Return/ReturnData/IRS990/Form990PartVIISectionA/Name/NameBusiness/BusinessNameLine1 8
/Return/ReturnData/IRS990/Form990PartVIISectionA/Name/NameBusiness/BusinessNameLine2 9
/Return/ReturnData/IRS990/Form990PartVIISectionA/Name/NamePerson 10
/Return/ReturnData/IRS990/Form990PartVIISectionA/NameBusiness/BusinessNameLine1 11
/Return/ReturnData/IRS990/Form990PartVIISectionA/NameBusiness/BusinessNameLine2 12
/Return/ReturnData/IRS990/Form990PartVIISectionA/NamePerson 13
/Return/ReturnData/IRS990/Form990PartVIISectionA/Officer 14
/Return/ReturnData/IRS990/Form990PartVIISectionA/OtherCompensation 15
/Return/ReturnData/IRS990/Form990PartVIISectionA/ReportableCompFromOrganization 16
/Return/ReturnData/IRS990/Form990PartVIISectionA/ReportableCompFromRelatedOrgs 17
/Return/ReturnData/IRS990/Form990PartVIISectionA/Title 18
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/AverageHoursPerWeekRltdOrgRt 19
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/AverageHoursPerWeekRt 20
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/BusinessName/BusinessNameLine1 21
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/BusinessName/BusinessNameLine1Txt 22
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/BusinessName/BusinessNameLine2 23
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/BusinessName/BusinessNameLine2Txt 24
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/FormerOfcrDirectorTrusteeInd 25
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/HighestCompensatedEmployeeInd 26
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/IndividualTrusteeOrDirectorInd 27
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/InstitutionalTrusteeInd 28
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/KeyEmployeeInd 29
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/OfficerInd 30
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/OtherCompensationAmt 31
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/PersonNm 32
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/ReportableCompFromOrgAmt 33
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/ReportableCompFromRltdOrgAmt 34
/Return/ReturnData/IRS990/Form990PartVIISectionAGrp/TitleTxt 35
/Return/ReturnData/IRS990/FrmrOfcrDirTrstOrKeyEmployee/BusinessName/BusinessNameLine1 36
/Return/ReturnData/IRS990/FrmrOfcrDirTrstOrKeyEmployee/BusinessName/BusinessNameLine2 37
/Return/ReturnData/IRS990/OfcrDirTrusteesOrKeyEmployee/BusinessName/BusinessNameLine1 38
/Return/ReturnData/IRS990/OfcrDirTrusteesOrKeyEmployee/BusinessName/BusinessNameLine2 39
/Return/ReturnData/IRS990EZ/Form990PartVIISectionA/AverageHoursPerWeek 40
/Return/ReturnData/IRS990EZ/Form990PartVIISectionA/NamePerson 41
/Return/ReturnData/IRS990EZ/Form990PartVIISectionA/OtherCompensation 42
/Return/ReturnData/IRS990EZ/Form990PartVIISectionA/ReportableCompFromOrganization 43
/Return/ReturnData/IRS990EZ/Form990PartVIISectionA/ReportableCompFromRelatedOrgs 44
/Return/ReturnData/IRS990EZ/Form990PartVIISectionA/Title 45
/Return/ReturnData/IRS990EZ/Form990PartVIISectionAGrp/AverageHoursPerWeekRt 46
/Return/ReturnData/IRS990EZ/Form990PartVIISectionAGrp/OtherCompensationAmt 47
/Return/ReturnData/IRS990EZ/Form990PartVIISectionAGrp/PersonNm 48
/Return/ReturnData/IRS990EZ/Form990PartVIISectionAGrp/ReportableCompFromOrgAmt 49
/Return/ReturnData/IRS990EZ/Form990PartVIISectionAGrp/ReportableCompFromRltdOrgAmt 50
/Return/ReturnData/IRS990EZ/Form990PartVIISectionAGrp/TitleTxt 51
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeEmplGrp/AverageHrsPerWkDevotedToPosRt 52
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeEmplGrp/BusinessName/BusinessNameLine1 53
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeEmplGrp/BusinessName/BusinessNameLine1Txt 54
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeEmplGrp/BusinessName/BusinessNameLine2 55
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeEmplGrp/BusinessName/BusinessNameLine2Txt 56
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeEmplGrp/CompensationAmt 57
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeEmplGrp/EmployeeBenefitProgramAmt 58
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeEmplGrp/PersonNm 59
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeEmplGrp/TitleTxt 60
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/AvgHoursPerWkDevotedToPosition 61
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/BusinessName/BusinessNameLine1 62
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/BusinessName/BusinessNameLine2 63
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/Compensation 64
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/ContriToEmplBenefitPlansEtc 65
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/Name 66
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/PersonName 67
/Return/ReturnData/IRS990EZ/OfficerDirectorTrusteeKeyEmpl/Title 68

Grouping Variables

Identify all unique groups used in xpaths.

find_group_names_v2( table.name )
##  [1] "//Form990PartVIISectionA/AverageHoursPerWeek"                  
##  [2] "//Form990PartVIISectionA/AverageHoursPerWeekRelated"           
##  [3] "//Form990PartVIISectionA/CompensationFromOtherSources"         
##  [4] "//Form990PartVIISectionA/Former"                               
##  [5] "//Form990PartVIISectionA/FormersListedIn1A"                    
##  [6] "//Form990PartVIISectionA/HighestCompensatedEmployee"           
##  [7] "//Form990PartVIISectionA/IndividualTrusteeOrDirector"          
##  [8] "//Form990PartVIISectionA/InstitutionalTrustee"                 
##  [9] "//Form990PartVIISectionA/KeyEmployee"                          
## [10] "//Form990PartVIISectionA/Line1ATotalGT150K"                    
## [11] "//Form990PartVIISectionA/Name"                                 
## [12] "//Form990PartVIISectionA/NameBusiness"                         
## [13] "//Form990PartVIISectionA/NamePerson"                           
## [14] "//Form990PartVIISectionA/NoListedPersonsCompensated"           
## [15] "//Form990PartVIISectionA/NumberIndividualsGT100K"              
## [16] "//Form990PartVIISectionA/Officer"                              
## [17] "//Form990PartVIISectionA/OtherCompensation"                    
## [18] "//Form990PartVIISectionA/ReportableCompFromOrganization"       
## [19] "//Form990PartVIISectionA/ReportableCompFromRelatedOrgs"        
## [20] "//Form990PartVIISectionA/Title"                                
## [21] "//Form990PartVIISectionA/TotalColumnD"                         
## [22] "//Form990PartVIISectionA/TotalColumnE"                         
## [23] "//Form990PartVIISectionA/TotalColumnF"                         
## [24] "//Form990PartVIISectionAGrp/AverageHoursPerWeekRltdOrgRt"      
## [25] "//Form990PartVIISectionAGrp/AverageHoursPerWeekRt"             
## [26] "//Form990PartVIISectionAGrp/BusinessName"                      
## [27] "//Form990PartVIISectionAGrp/FormerOfcrDirectorTrusteeInd"      
## [28] "//Form990PartVIISectionAGrp/HighestCompensatedEmployeeInd"     
## [29] "//Form990PartVIISectionAGrp/IndividualTrusteeOrDirectorInd"    
## [30] "//Form990PartVIISectionAGrp/InstitutionalTrusteeInd"           
## [31] "//Form990PartVIISectionAGrp/KeyEmployeeInd"                    
## [32] "//Form990PartVIISectionAGrp/OfficerInd"                        
## [33] "//Form990PartVIISectionAGrp/OtherCompensationAmt"              
## [34] "//Form990PartVIISectionAGrp/PersonNm"                          
## [35] "//Form990PartVIISectionAGrp/ReportableCompFromOrgAmt"          
## [36] "//Form990PartVIISectionAGrp/ReportableCompFromRltdOrgAmt"      
## [37] "//Form990PartVIISectionAGrp/TitleTxt"                          
## [38] "//FrmrOfcrDirTrstOrKeyEmployee/BusinessNameLine1"              
## [39] "//FrmrOfcrDirTrstOrKeyEmployee/BusinessNameLine2"              
## [40] "//OfcrDirTrusteesOrKeyEmployee/BusinessNameLine1"              
## [41] "//OfcrDirTrusteesOrKeyEmployee/BusinessNameLine2"              
## [42] "//OfficerDirectorTrusteeEmplGrp/AverageHrsPerWkDevotedToPosRt" 
## [43] "//OfficerDirectorTrusteeEmplGrp/BusinessName"                  
## [44] "//OfficerDirectorTrusteeEmplGrp/CompensationAmt"               
## [45] "//OfficerDirectorTrusteeEmplGrp/EmployeeBenefitProgramAmt"     
## [46] "//OfficerDirectorTrusteeEmplGrp/PersonNm"                      
## [47] "//OfficerDirectorTrusteeEmplGrp/TitleTxt"                      
## [48] "//OfficerDirectorTrusteeKeyEmpl/AddressForeign"                
## [49] "//OfficerDirectorTrusteeKeyEmpl/AddressUS"                     
## [50] "//OfficerDirectorTrusteeKeyEmpl/AvgHoursPerWkDevotedToPosition"
## [51] "//OfficerDirectorTrusteeKeyEmpl/BusinessName"                  
## [52] "//OfficerDirectorTrusteeKeyEmpl/Compensation"                  
## [53] "//OfficerDirectorTrusteeKeyEmpl/ContriToEmplBenefitPlansEtc"   
## [54] "//OfficerDirectorTrusteeKeyEmpl/Name"                          
## [55] "//OfficerDirectorTrusteeKeyEmpl/PersonName"                    
## [56] "//OfficerDirectorTrusteeKeyEmpl/Title"

Groups can then be used to extract the 1:M RDB tables:

group.names <- find_group_names_v2( table.name )
demo.url <- "https://nccs-efile.s3.us-east-1.amazonaws.com/xml/201932329349300613_public.xml"
doc <- xml2::read_xml( demo.url )
xml2::xml_ns_strip( doc )
df.demo <- get_table_v2( doc, group.names, table.name )
df.demo 
## # A tibble: 5 x 8
##   PersonNm         TitleTxt      Avera~1 Indiv~2 Offic~3 Repor~4 Repor~5 Other~6
##   <chr>            <chr>         <chr>   <chr>   <chr>   <chr>   <chr>   <chr>  
## 1 VALERIE SLEE     CHAIRPERSON   20.00   X       X       0       0       0      
## 2 JAN HEMPSTEAD    VIDE-CHAIR    20.00   X       X       0       0       0      
## 3 ROSEMARIE SHULTZ TREASURER     20.00   X       X       0       0       0      
## 4 GAIL BARBARA     SECRETARY     20.00   X       X       0       0       0      
## 5 COURTNEY RABB    FUNDRAISING ~ 20.00   X       X       0       0       0      
## # ... with abbreviated variable names 1: AverageHoursPerWeekRt,
## #   2: IndividualTrusteeOrDirectorInd, 3: OfficerInd,
## #   4: ReportableCompFromOrgAmt, 5: ReportableCompFromRltdOrgAmt,
## #   6: OtherCompensationAmt

Standardize Variable Names

Mapping of xml variable names to concordance variable names:

get_var_map( table.name=table.name )

A table with proper names:

v.map <- get_var_map( table.name=table.name )
re_name( df.demo, v.map ) %>% as.data.frame() 
##   F9_07_COMP_DTK_NAME_PERS F9_07_COMP_DTK_TITLE F9_07_COMP_DTK_AVE_HOUR_WEEK
## 1             VALERIE SLEE          CHAIRPERSON                        20.00
## 2            JAN HEMPSTEAD           VIDE-CHAIR                        20.00
## 3         ROSEMARIE SHULTZ            TREASURER                        20.00
## 4             GAIL BARBARA            SECRETARY                        20.00
## 5            COURTNEY RABB    FUNDRAISING CHAIR                        20.00
##   F9_07_COMP_DTK_POS_INDIV_TRUST_X F9_07_COMP_DTK_POS_OFF_X
## 1                                X                        X
## 2                                X                        X
## 3                                X                        X
## 4                                X                        X
## 5                                X                        X
##   F9_07_COMP_DTK_COMP_ORG F9_07_COMP_DTK_COMP_RLTD F9_07_COMP_DTK_COMP_OTH
## 1                       0                        0                       0
## 2                       0                        0                       0
## 3                       0                        0                       0
## 4                       0                        0                       0
## 5                       0                        0                       0