Logit PPP - TCU

Carregando bibliotecas

# "limpar" ambiente
rm(list = ls())

# Carregar bibliotecas
library(readxl)
library(readr) 
library(mfx)
library(caret)
library(pROC)
library( ResourceSelection)
library( modEvA)
library( foreign)
library( stargazer) #Hlavac, Marek (2022) 
library(ggplot2)
library(glm2)
library(mfx)
library(PerformanceAnalytics)
library(nnet) #logit multinomial
library(faraway)

Em \(m2\) retira-se os dados de contratos Active.

# Carregar dados m2 sem contratos ativos

m2 <- read_excel("C:/Users/kassy/OneDrive - caen.ufc.br/1. CAEN/3. Doutorado/Thesis/tcu.xlsx")

## Warning: Expecting numeric in P10756 / R10756C16: got 'BA2509190119'

## Warning: Expecting numeric in P10757 / R10757C16: got 'MG0206089996'

## Warning: Expecting numeric in P10758 / R10758C16: got 'ES1912192762'

## Warning: Expecting numeric in P10759 / R10759C16: got 'PR1912192774'

## Warning: Expecting numeric in P10760 / R10760C16: got 'CE2205170338'

## Warning: Expecting numeric in P10761 / R10761C16: got 'CE2205170342'

## Warning: Expecting numeric in P10762 / R10762C16: got 'DF0506150069'

## Warning: Expecting numeric in P10763 / R10763C16: got 'PI1009150236'

## Warning: Expecting numeric in P10764 / R10764C16: got 'BA1912166319'

## Warning: Expecting numeric in P10765 / R10765C16: got 'AP2306066257'

## Warning: Expecting numeric in P10766 / R10766C16: got 'AP0712064133'

## Warning: Expecting numeric in P10767 / R10767C16: got 'AP2904087139'

## Warning: Expecting numeric in P10768 / R10768C16: got 'AC1809073328'

## Warning: Expecting numeric in P10769 / R10769C16: got 'MA2411096289'

## Warning: Expecting numeric in P10770 / R10770C16: got 'RR2008150233'

## Warning: Expecting numeric in P10771 / R10771C16: got 'RR0204180014'

## Warning: Expecting numeric in P10772 / R10772C16: got 'RR0204180019'

## Warning: Expecting numeric in P10773 / R10773C16: got 'RR1905170226'

## Warning: Expecting numeric in P10774 / R10774C16: got 'RR2509190113'

## Warning: Expecting numeric in P10775 / R10775C16: got 'RR0405162527'

## Warning: Expecting numeric in P10776 / R10776C16: got 'RR1005162535'

## Warning: Expecting numeric in P10777 / R10777C16: got 'RR2211166190'

## Warning: Expecting numeric in P10778 / R10778C16: got 'ES0304180353'

## Warning: Expecting numeric in P10779 / R10779C16: got 'SP0304180365'

## Warning: Expecting numeric in P10780 / R10780C16: got 'MG0304180371'

## Warning: Expecting numeric in P10781 / R10781C16: got 'PB1809176702'

## Warning: Expecting numeric in P10782 / R10782C16: got 'SP0304180516'

## Warning: Expecting numeric in P10783 / R10783C16: got 'MS2212170977'

## Warning: Expecting numeric in P10784 / R10784C16: got 'MA2809064260'

## Warning: Expecting numeric in P10785 / R10785C16: got 'MA2809064253'

## Warning: Expecting numeric in P10786 / R10786C16: got 'MA2809064262'

## Warning: Expecting numeric in P10787 / R10787C16: got 'MA2809064261'

## Warning: Expecting numeric in P10788 / R10788C16: got 'MA0805091536'

## Warning: Expecting numeric in P10789 / R10789C16: got 'CE1405141347'

## Warning: Expecting numeric in P10790 / R10790C16: got 'CE1908150182'

## Warning: Expecting numeric in P10791 / R10791C16: got 'PB1803190075'

## Warning: Expecting numeric in P10792 / R10792C16: got 'RN1908150184'

## Warning: Expecting numeric in P10793 / R10793C16: got 'CE1204190090'

## Warning: Expecting numeric in P10794 / R10794C16: got 'PB1405141351'

## Warning: Expecting numeric in P10795 / R10795C16: got 'PB1905170217'

## Warning: Expecting numeric in P10796 / R10796C16: got 'PB2205170448'

## Warning: Expecting numeric in P10797 / R10797C16: got 'PB1905170218'

## Warning: Expecting numeric in P10798 / R10798C16: got 'PB1405141355'

## Warning: Expecting numeric in P10799 / R10799C16: got 'PI0405162498'

## Warning: Expecting numeric in P10800 / R10800C16: got 'PB1405141360'

## Warning: Expecting numeric in P10801 / R10801C16: got 'CE2911124924'

## Warning: Expecting numeric in P10802 / R10802C16: got 'RN2211166178'

## Warning: Expecting numeric in P10803 / R10803C16: got 'PB2211166189'

## Warning: Expecting numeric in P10804 / R10804C16: got 'PI0308174164'

## Warning: Expecting numeric in P10805 / R10805C16: got 'PE1012152291'

## Warning: Expecting numeric in P10806 / R10806C16: got 'AL1112152302'

## Warning: Expecting numeric in P10807 / R10807C16: got 'CE1112152294'

## Warning: Expecting numeric in P10808 / R10808C16: got 'PE1112152307'

## Warning: Expecting numeric in P10809 / R10809C16: got 'AL1110165136'

## Warning: Expecting numeric in P10810 / R10810C16: got 'PE1112152310'

## Warning: Expecting numeric in P10811 / R10811C16: got 'PB1110165280'

## Warning: Expecting numeric in P10812 / R10812C16: got 'CE1110165268'

## Warning: Expecting numeric in P10813 / R10813C16: got 'RN2010165657'

## Warning: Expecting numeric in P10814 / R10814C16: got 'PB3112096453'

## Warning: Expecting numeric in P10815 / R10815C16: got 'AL2510130163'

## Warning: Expecting numeric in P10816 / R10816C16: got 'GO2910130196'

## Warning: Expecting numeric in P10817 / R10817C16: got 'BA2510130165'

## Warning: Expecting numeric in P10818 / R10818C16: got 'RN2910130235'

## Warning: Expecting numeric in P10819 / R10819C16: got 'BA2707173169'

## Warning: Expecting numeric in P10820 / R10820C16: got 'BA0108174115'

## Warning: Expecting numeric in P10821 / R10821C16: got 'PB0407089459'

## Warning: Expecting numeric in P10822 / R10822C16: got 'PB1107170743'

## Warning: Expecting numeric in P10823 / R10823C16: got 'PE3010130255'

## Warning: Expecting numeric in P10824 / R10824C16: got 'PI1110165306'

## Warning: Expecting numeric in P10825 / R10825C16: got 'PI1110165292'

## Warning: Expecting numeric in P10826 / R10826C16: got 'BA0304180483'

## Warning: Expecting numeric in P10827 / R10827C16: got 'MG2110165696'

## Warning: Expecting numeric in P10828 / R10828C16: got 'PB1010165107'

## Warning: Expecting numeric in P10829 / R10829C16: got 'PB2809164707'

## Warning: Expecting numeric in P10830 / R10830C16: got 'MG1207171255'

## Warning: Expecting numeric in P10831 / R10831C16: got 'PB0510164946'

## Warning: Expecting numeric in P10832 / R10832C16: got 'MG1307172332'

## Warning: Expecting numeric in P10833 / R10833C16: got 'PB1912166320'

## Warning: Expecting numeric in P10834 / R10834C16: got 'PB1307171851'

## Warning: Expecting numeric in P10835 / R10835C16: got 'PB1207171536'

## Warning: Expecting numeric in P10836 / R10836C16: got 'PE2707173135'

## Warning: Expecting numeric in P10837 / R10837C16: got 'PB1212083656'

## Warning: Expecting numeric in P10838 / R10838C16: got 'CE2306067503'

## Warning: Expecting numeric in P10839 / R10839C16: got 'CE1707172608'

## Warning: Expecting numeric in P10840 / R10840C16: got 'CE1207171071'

## Warning: Expecting numeric in P10841 / R10841C16: got 'CE1307171889'

## Warning: Expecting numeric in P10842 / R10842C16: got 'MG1307172376'

## Warning: Expecting numeric in P10843 / R10843C16: got 'MG1307171836'

## Warning: Expecting numeric in P10844 / R10844C16: got 'PB1307172101'

## Warning: Expecting numeric in P10845 / R10845C16: got 'BA2807173679'

## Warning: Expecting numeric in P10846 / R10846C16: got 'BA1207171008'

## Warning: Expecting numeric in P10847 / R10847C16: got 'AL0907170619'

## Warning: Expecting numeric in P10848 / R10848C16: got 'AL3107173831'

## Warning: Expecting numeric in P10849 / R10849C16: got 'PB1207171384'

## Warning: Expecting numeric in P10850 / R10850C16: got 'PB1107170781'

## Warning: Expecting numeric in P10851 / R10851C16: got 'MG3007173804'

## Warning: Expecting numeric in P10852 / R10852C16: got 'PE2007172712'

## Warning: Expecting numeric in P10853 / R10853C16: got 'PE3107173996'

## Warning: Expecting numeric in P10854 / R10854C16: got 'BA0108174119'

## Warning: Expecting numeric in P10855 / R10855C16: got 'CE1207171599'

## Warning: Expecting numeric in P10856 / R10856C16: got 'CE1307172040'

## Warning: Expecting numeric in P10857 / R10857C16: got 'GO1307171948'

## Warning: Expecting numeric in P10858 / R10858C16: got 'PB2312146369'

## Warning: Expecting numeric in P10859 / R10859C16: got 'BA2807173294'

## Warning: Expecting numeric in P10860 / R10860C16: got 'BA1807172672'

## Warning: Expecting numeric in P10861 / R10861C16: got 'CE3107173936'

## Warning: Expecting numeric in P10862 / R10862C16: got 'PB1307171911'

## Warning: Expecting numeric in P10863 / R10863C16: got 'RN1207170993'

## Warning: Expecting numeric in P10864 / R10864C16: got 'RN1307172399'

## Warning: Expecting numeric in P10865 / R10865C16: got 'PB1107170906'

## Warning: Expecting numeric in P10866 / R10866C16: got 'PI1307172081'

## Warning: Expecting numeric in P10867 / R10867C16: got 'SE1906180921'

## Warning: Expecting numeric in P10868 / R10868C16: got 'SE1906180922'

## Warning: Expecting numeric in P10869 / R10869C16: got 'CE2606180935'

## Warning: Expecting numeric in P10870 / R10870C16: got 'PB1107170837'

## Warning: Expecting numeric in P10871 / R10871C16: got 'AL1307172436'

## Warning: Expecting numeric in P10872 / R10872C16: got 'AL1207171783'

## Warning: Expecting numeric in P10873 / R10873C16: got 'RN1207171106'

## Warning: Expecting numeric in P10874 / R10874C16: got 'PB1207171539'

## Warning: Expecting numeric in P10875 / R10875C16: got 'PE2707173141'

## Warning: Expecting numeric in P10876 / R10876C16: got 'PE2707173149'

## Warning: Expecting numeric in P10877 / R10877C16: got 'PE1307172343'

## Warning: Expecting numeric in P10878 / R10878C16: got 'RS1207171292'

## Warning: Expecting numeric in P10879 / R10879C16: got 'CE2707173117'

## Warning: Expecting numeric in P10880 / R10880C16: got 'CE1107170894'

## Warning: Expecting numeric in P10881 / R10881C16: got 'CE1207171621'

## Warning: Expecting numeric in P10882 / R10882C16: got 'PB1207171225'

## Warning: Expecting numeric in P10883 / R10883C16: got 'PB1207171054'

## Warning: Expecting numeric in P10884 / R10884C16: got 'BA3007173806'

## Warning: Expecting numeric in P10885 / R10885C16: got 'AL1107170865'

## Warning: Expecting numeric in P10886 / R10886C16: got 'RN1207171259'

## Warning: Expecting numeric in P10887 / R10887C16: got 'RN1207171439'

## Warning: Expecting numeric in P10888 / R10888C16: got 'PB1207171271'

## Warning: Expecting numeric in P10889 / R10889C16: got 'PB1207171457'

## Warning: Expecting numeric in P10890 / R10890C16: got 'PE2707173131'

## Warning: Expecting numeric in P10891 / R10891C16: got 'SE1307172220'

## Warning: Expecting numeric in P10892 / R10892C16: got 'CE1007170651'

## Warning: Expecting numeric in P10893 / R10893C16: got 'CE1107170727'

## Warning: Expecting numeric in P10894 / R10894C16: got 'CE1207171570'

## Warning: Expecting numeric in P10895 / R10895C16: got 'MG1307172042'

## Warning: Expecting numeric in P10896 / R10896C16: got 'PB1207171339'

## Warning: Expecting numeric in P10897 / R10897C16: got 'AL1207171463'

## Warning: Expecting numeric in P10898 / R10898C16: got 'AL1307171943'

## Warning: Expecting numeric in P10899 / R10899C16: got 'PB1107170823'

## Warning: Expecting numeric in P10900 / R10900C16: got 'PI2412203767'

## Warning: Expecting numeric in P10901 / R10901C16: got 'PI2412203790'

## Warning: Expecting numeric in P10902 / R10902C16: got 'PI2412203792'

## Warning: Expecting numeric in P10903 / R10903C16: got 'PI2412203793'

## Warning: Expecting numeric in P10904 / R10904C16: got 'PI2412203794'

## Warning: Expecting numeric in P10905 / R10905C16: got 'PI2412203795'

## Warning: Expecting numeric in P10906 / R10906C16: got 'PE1207171059'

## Warning: Expecting numeric in P10907 / R10907C16: got 'PI1307172198'

## Warning: Expecting numeric in P10908 / R10908C16: got 'CE1107170889'

## Warning: Expecting numeric in P10909 / R10909C16: got 'CE1307172068'

## Warning: Expecting numeric in P10910 / R10910C16: got 'CE1107170853'

## Warning: Expecting numeric in P10911 / R10911C16: got 'CE1307171951'

## Warning: Expecting numeric in P10912 / R10912C16: got 'CE0707170585'

## Warning: Expecting numeric in P10913 / R10913C16: got 'PB1307172293'

## Warning: Expecting numeric in P10914 / R10914C16: got 'RN2707172984'

## Warning: Expecting numeric in P10915 / R10915C16: got 'MG1107170859'

## Warning: Expecting numeric in P10916 / R10916C16: got 'MG2407172767'

## Warning: Expecting numeric in P10917 / R10917C16: got 'CE1307172256'

## Warning: Expecting numeric in P10918 / R10918C16: got 'CE1207171632'

## Warning: Expecting numeric in P10919 / R10919C16: got 'CE0108174022'

## Warning: Expecting numeric in P10920 / R10920C16: got 'CE1207171028'

## Warning: Expecting numeric in P10921 / R10921C16: got 'BA2807173723'

## Warning: Expecting numeric in P10922 / R10922C16: got 'CE3107173941'

## Warning: Expecting numeric in P10923 / R10923C16: got 'PB1107170956'

## Warning: Expecting numeric in P10924 / R10924C16: got 'MG2607172912'

## Warning: Expecting numeric in P10925 / R10925C16: got 'PB1207171502'

## Warning: Expecting numeric in P10926 / R10926C16: got 'PB0607170570'

## Warning: Expecting numeric in P10927 / R10927C16: got 'SE2807173563'

## Warning: Expecting numeric in P10928 / R10928C16: got 'BA1307172140'

## Warning: Expecting numeric in P10929 / R10929C16: got 'MG1207171270'

## Warning: Expecting numeric in P10930 / R10930C16: got 'CE2707173068'

## Warning: Expecting numeric in P10931 / R10931C16: got 'CE1207171025'

## Warning: Expecting numeric in P10932 / R10932C16: got 'CE1307171855'

## Warning: Expecting numeric in P10933 / R10933C16: got 'CE1109181973'

## Warning: Expecting numeric in P10934 / R10934C16: got 'PB0512170469'

## Warning: Expecting numeric in P10935 / R10935C16: got 'PE2704124908'

## Warning: Expecting numeric in P10936 / R10936C16: got 'PB0208125150'

## Warning: Expecting numeric in P10937 / R10937C16: got 'PB1012125160'

## Warning: Expecting numeric in P10938 / R10938C16: got 'PB1012125162'

## Warning: Expecting numeric in P10939 / R10939C16: got 'CE2811077793'

## Warning: Expecting numeric in P10940 / R10940C16: got 'PI2610190150'

## Warning: Expecting numeric in P10941 / R10941C16: got 'PI2610190151'

## Warning: Expecting numeric in P10942 / R10942C16: got 'PI2610190152'

## Warning: Expecting numeric in P10943 / R10943C16: got 'PI2610190153'

## Warning: Expecting numeric in P10944 / R10944C16: got 'BA2512195308'

## Warning: Expecting numeric in P10945 / R10945C16: got 'CE2712195381'

## Warning: Expecting numeric in P10946 / R10946C16: got 'AM1010053928'

## Warning: Expecting numeric in P10947 / R10947C16: got 'ES1808042380'

## Warning: Expecting numeric in P10948 / R10948C16: got 'AP0803044830'

## Warning: Expecting numeric in P10949 / R10949C16: got 'MA2306067681'

## Warning: Expecting numeric in P10950 / R10950C16: got 'MA0107096286'

## Warning: Expecting numeric in P10951 / R10951C16: got 'ES1212034338'

## Warning: Expecting numeric in P10952 / R10952C16: got 'AP2306067259'

## Warning: Expecting numeric in P10953 / R10953C16: got 'AP2306067261'

## Warning: Expecting numeric in P10954 / R10954C16: got 'MA1512032980'

## Warning: Expecting numeric in P10955 / R10955C16: got 'MA1912035510'

## Warning: Expecting numeric in P10956 / R10956C16: got 'MA3011056529'

## Warning: Expecting numeric in P10957 / R10957C16: got 'CE2307020817'

## Warning: Expecting numeric in P10958 / R10958C16: got 'CE0807101899'

## Warning: Expecting numeric in P10959 / R10959C16: got 'CE2306067447'

## Warning: Expecting numeric in P10960 / R10960C16: got 'MA1711042454'

## Warning: Expecting numeric in P10961 / R10961C16: got 'MA1106041830'

## Warning: Expecting numeric in P10962 / R10962C16: got 'ES2306067582'

## Warning: Expecting numeric in P10963 / R10963C16: got 'CE1710074636'

## Warning: Expecting numeric in P10964 / R10964C16: got 'MA2911071050'

## Warning: Expecting numeric in P10965 / R10965C16: got 'CE1911022490'

## Warning: Expecting numeric in P10966 / R10966C16: got 'CE2912081187'

## Warning: Expecting numeric in P10967 / R10967C16: got 'MA2910025450'

## Warning: Expecting numeric in P10968 / R10968C16: got 'MA1011022400'

## Warning: Expecting numeric in P10969 / R10969C16: got 'MA2811074734'

## Warning: Expecting numeric in P10970 / R10970C16: got 'MA0512078622'

## Warning: Expecting numeric in P10971 / R10971C16: got 'MA0402041880'

## Warning: Expecting numeric in P10972 / R10972C16: got 'CE0612070349'

## Warning: Expecting numeric in P10973 / R10973C16: got 'CE0612073420'

## Warning: Expecting numeric in P10974 / R10974C16: got 'MA1411022360'

## Warning: Expecting numeric in P10975 / R10975C16: got 'MA2709058343'

## Warning: Expecting numeric in P10976 / R10976C16: got 'MA2806052860'

## Warning: Expecting numeric in P10977 / R10977C16: got 'MA2911054090'

## Warning: Expecting numeric in P10978 / R10978C16: got 'MA2206053281'

## Warning: Expecting numeric in P10979 / R10979C16: got 'MA2006051593'

## Warning: Expecting numeric in P10980 / R10980C16: got 'MA1702043090'

## Warning: Expecting numeric in P10981 / R10981C16: got 'MA1811042640'

## Warning: Expecting numeric in P10982 / R10982C16: got 'MA2612075655'

## Warning: Expecting numeric in P10983 / R10983C16: got 'AP0806043757'

## Warning: Expecting numeric in P10984 / R10984C16: got 'CE1401081918'

## Warning: Expecting numeric in P10985 / R10985C16: got 'MA2510021300'

## Warning: Expecting numeric in P10986 / R10986C16: got 'CE1201061140'

## Warning: Expecting numeric in P10987 / R10987C16: got 'AM2807034040'

## Warning: Expecting numeric in P10988 / R10988C16: got 'CE1401085200'

## Warning: Expecting numeric in P10989 / R10989C16: got 'MA1807069318'

## Warning: Expecting numeric in P10990 / R10990C16: got 'MA2112041246'

## Warning: Expecting numeric in P10991 / R10991C16: got 'MA3006041966'

## Warning: Expecting numeric in P10992 / R10992C16: got 'MA2511028010'

## Warning: Expecting numeric in P10993 / R10993C16: got 'MA2511023800'

## Warning: Expecting numeric in P10994 / R10994C16: got 'MA1107020925'

## Warning: Expecting numeric in P10995 / R10995C16: got 'MA3007020954'

## Warning: Expecting numeric in P10996 / R10996C16: got 'AM0103043330'

## Warning: Expecting numeric in P10997 / R10997C16: got 'CE1911022020'

## Warning: Expecting numeric in P10998 / R10998C16: got 'MA2206041970'

## Warning: Expecting numeric in P10999 / R10999C16: got 'CE2011024850'

## Warning: Expecting numeric in P11000 / R11000C16: got 'MA2402051160'

## Warning: Expecting numeric in P11001 / R11001C16: got 'AM1602065320'

## Warning: Expecting numeric in P11002 / R11002C16: got 'AM1602065335'

## Warning: Expecting numeric in P11003 / R11003C16: got 'AP0312059345'

## Warning: Expecting numeric in P11004 / R11004C16: got 'MA3011052292'

## Warning: Expecting numeric in P11005 / R11005C16: got 'MA3011053302'

## Warning: Expecting numeric in P11006 / R11006C16: got 'MA2212041460'

## Warning: Expecting numeric in P11007 / R11007C16: got 'MA0503105702'

## Warning: Expecting numeric in P11008 / R11008C16: got 'AM2312095307'

## Warning: Expecting numeric in P11009 / R11009C16: got 'MA0705090739'

## Warning: Expecting numeric in P11010 / R11010C16: got 'AP2311078557'

## Warning: Expecting numeric in P11011 / R11011C16: got 'AM0909107839'

## Warning: Expecting numeric in P11012 / R11012C16: got 'AM3008107814'

## Warning: Expecting numeric in P11013 / R11013C16: got 'MA2310093895'

## Warning: Expecting numeric in P11014 / R11014C16: got 'AM2511094507'

## Warning: Expecting numeric in P11015 / R11015C16: got 'MA2911071077'

## Warning: Expecting numeric in P11016 / R11016C16: got 'MA3011071859'

## Warning: Expecting numeric in P11017 / R11017C16: got 'MA1307171916'

## Warning: Expecting numeric in P11018 / R11018C16: got 'AL1405141276'

## Warning: Expecting numeric in P11019 / R11019C16: got 'AC0305162405'

## Warning: Expecting numeric in P11020 / R11020C16: got 'BA2205170297'

## Warning: Expecting numeric in P11021 / R11021C16: got 'AC1303190015'

## Warning: Expecting numeric in P11022 / R11022C16: got 'AC0305162407'

## Warning: Expecting numeric in P11023 / R11023C16: got 'AC0305162411'

## Warning: Expecting numeric in P11024 / R11024C16: got 'AC2205170399'

## Warning: Expecting numeric in P11025 / R11025C16: got 'AM0305162424'

## Warning: Expecting numeric in P11026 / R11026C16: got 'AC2205170472'

## Warning: Expecting numeric in P11027 / R11027C16: got 'AC1505141396'

## Warning: Expecting numeric in P11028 / R11028C16: got 'AC2205170406'

## Warning: Expecting numeric in P11029 / R11029C16: got 'AC2205170369'

## Warning: Expecting numeric in P11030 / R11030C16: got 'AC1908150210'

## Warning: Expecting numeric in P11031 / R11031C16: got 'AC2205170400'

## Warning: Expecting numeric in P11032 / R11032C16: got 'AC2205170371'

## Warning: Expecting numeric in P11033 / R11033C16: got 'BA1503190036'

## Warning: Expecting numeric in P11034 / R11034C16: got 'AC2205170402'

## Warning: Expecting numeric in P11035 / R11035C16: got 'BA0305162439'

## Warning: Expecting numeric in P11036 / R11036C16: got 'AC2205170398'

## Warning: Expecting numeric in P11037 / R11037C16: got 'AC1505141409'

## Warning: Expecting numeric in P11038 / R11038C16: got 'AC2205170404'

## Warning: Expecting numeric in P11039 / R11039C16: got 'AC1505141412'

## Warning: Expecting numeric in P11040 / R11040C16: got 'AM2205170458'

## Warning: Expecting numeric in P11041 / R11041C16: got 'BA2205170298'

## Warning: Expecting numeric in P11042 / R11042C16: got 'BA2205170469'

## Warning: Expecting numeric in P11043 / R11043C16: got 'BA2205170295'

## Warning: Expecting numeric in P11044 / R11044C16: got 'BA2205170309'

## Warning: Expecting numeric in P11045 / R11045C16: got 'BA2205170300'

## Warning: Expecting numeric in P11046 / R11046C16: got 'BA2205170306'

## Warning: Expecting numeric in P11047 / R11047C16: got 'BA2205170307'

## Warning: Expecting numeric in P11048 / R11048C16: got 'BA2205170301'

## Warning: Expecting numeric in P11049 / R11049C16: got 'BA2205170296'

## Warning: Expecting numeric in P11050 / R11050C16: got 'BA1803190069'

## Warning: Expecting numeric in P11051 / R11051C16: got 'MA0405162476'

## Warning: Expecting numeric in P11052 / R11052C16: got 'CE1012130358'

## Warning: Expecting numeric in P11053 / R11053C16: got 'MA0405162477'

## Warning: Expecting numeric in P11054 / R11054C16: got 'MA0405162480'

## Warning: Expecting numeric in P11055 / R11055C16: got 'MA0405162481'

## Warning: Expecting numeric in P11056 / R11056C16: got 'AM2312130629'

## Warning: Expecting numeric in P11057 / R11057C16: got 'RR2205170355'

## Warning: Expecting numeric in P11058 / R11058C16: got 'PI2205170321'

## Warning: Expecting numeric in P11059 / R11059C16: got 'RN2205170334'

## Warning: Expecting numeric in P11060 / R11060C16: got 'PE2205170323'

## Warning: Expecting numeric in P11061 / R11061C16: got 'MG2205170374'

## Warning: Expecting numeric in P11062 / R11062C16: got 'MG2205170378'

## Warning: Expecting numeric in P11063 / R11063C16: got 'SC2312130592'

## Warning: Expecting numeric in P11064 / R11064C16: got 'AC1505141416'

## Warning: Expecting numeric in P11065 / R11065C16: got 'SC2312130647'

## Warning: Expecting numeric in P11066 / R11066C16: got 'AC1505141417'

## Warning: Expecting numeric in P11067 / R11067C16: got 'PE1908150203'

## Warning: Expecting numeric in P11068 / R11068C16: got 'SC2312130547'

## Warning: Expecting numeric in P11069 / R11069C16: got 'PE1908150202'

## Warning: Expecting numeric in P11070 / R11070C16: got 'AC1505141424'

## Warning: Expecting numeric in P11071 / R11071C16: got 'BA2509190107'

## Warning: Expecting numeric in P11072 / R11072C16: got 'SC2312130546'

## Warning: Expecting numeric in P11073 / R11073C16: got 'PB0305162443'

## Warning: Expecting numeric in P11074 / R11074C16: got 'PE0405162491'

## Warning: Expecting numeric in P11075 / R11075C16: got 'PB1505141428'

## Warning: Expecting numeric in P11076 / R11076C16: got 'BA1908150177'

## Warning: Expecting numeric in P11077 / R11077C16: got 'BA1908150166'

## Warning: Expecting numeric in P11078 / R11078C16: got 'BA1908150164'

## Warning: Expecting numeric in P11079 / R11079C16: got 'PA2205170318'

## Warning: Expecting numeric in P11080 / R11080C16: got 'PI2205170363'

## Warning: Expecting numeric in P11081 / R11081C16: got 'PI2312130638'

## Warning: Expecting numeric in P11082 / R11082C16: got 'PB1505141436'

## Warning: Expecting numeric in P11083 / R11083C16: got 'PI2205170322'

## Warning: Expecting numeric in P11084 / R11084C16: got 'PE1405141253'

## Warning: Expecting numeric in P11085 / R11085C16: got 'PI1908150197'

## Warning: Expecting numeric in P11086 / R11086C16: got 'PE2205170305'

## Warning: Expecting numeric in P11087 / R11087C16: got 'AL2312130639'

## Warning: Expecting numeric in P11088 / R11088C16: got 'MA1908150215'

## Warning: Expecting numeric in P11089 / R11089C16: got 'PE1405141255'

## Warning: Expecting numeric in P11090 / R11090C16: got 'MA1908150214'

## Warning: Expecting numeric in P11091 / R11091C16: got 'PI2312130571'

## Warning: Expecting numeric in P11092 / R11092C16: got 'MA1808150160'

## Warning: Expecting numeric in P11093 / R11093C16: got 'BA2205170327'

## Warning: Expecting numeric in P11094 / R11094C16: got 'PR2312130595'

## Warning: Expecting numeric in P11095 / R11095C16: got 'RS2312130605'

## Warning: Expecting numeric in P11096 / R11096C16: got 'PE1405141258'

## Warning: Expecting numeric in P11097 / R11097C16: got 'PE2312130511'

## Warning: Expecting numeric in P11098 / R11098C16: got 'PE1405141261'

## Warning: Expecting numeric in P11099 / R11099C16: got 'MA1908150216'

## Warning: Expecting numeric in P11100 / R11100C16: got 'PR2312130589'

## Warning: Expecting numeric in P11101 / R11101C16: got 'BA2205170299'

## Warning: Expecting numeric in P11102 / R11102C16: got 'BA2205170311'

## Warning: Expecting numeric in P11103 / R11103C16: got 'BA2205170310'

## Warning: Expecting numeric in P11104 / R11104C16: got 'CE0407170531'

## Warning: Expecting numeric in P11105 / R11105C16: got 'MA2312130540'

## Warning: Expecting numeric in P11106 / R11106C16: got 'GO2312130596'

## Warning: Expecting numeric in P11107 / R11107C16: got 'BA1405141364'

## Warning: Expecting numeric in P11108 / R11108C16: got 'BA1405141369'

## Warning: Expecting numeric in P11109 / R11109C16: got 'CE2312130587'

## Warning: Expecting numeric in P11110 / R11110C16: got 'MA2710166169'

## Warning: Expecting numeric in P11111 / R11111C16: got 'MA2710166170'

## Warning: Expecting numeric in P11112 / R11112C16: got 'PE2710166172'

## Warning: Expecting numeric in P11113 / R11113C16: got 'BA2710166167'

## Warning: Expecting numeric in P11114 / R11114C16: got 'AC2511152258'

## Warning: Expecting numeric in P11115 / R11115C16: got 'AC2511152259'

## Warning: Expecting numeric in P11116 / R11116C16: got 'BA1405141368'

## Warning: Expecting numeric in P11117 / R11117C16: got 'RN1405141264'

## Warning: Expecting numeric in P11118 / R11118C16: got 'CE2511152263'

## Warning: Expecting numeric in P11119 / R11119C16: got 'PA2312130558'

## Warning: Expecting numeric in P11120 / R11120C16: got 'MA1906170515'

## Warning: Expecting numeric in P11121 / R11121C16: got 'AC2312130645'

## Warning: Expecting numeric in P11122 / R11122C16: got 'RS2312130601'

## Warning: Expecting numeric in P11123 / R11123C16: got 'PA1408150072'

## Warning: Expecting numeric in P11124 / R11124C16: got 'MA1908150173'

## Warning: Expecting numeric in P11125 / R11125C16: got 'MA1708150127'

## Warning: Expecting numeric in P11126 / R11126C16: got 'AC1708150104'

## Warning: Expecting numeric in P11127 / R11127C16: got 'AC1708150105'

## Warning: Expecting numeric in P11128 / R11128C16: got 'PA1505141437'

## Warning: Expecting numeric in P11129 / R11129C16: got 'ES2312130621'

## Warning: Expecting numeric in P11130 / R11130C16: got 'PI2211166192'

## Warning: Expecting numeric in P11131 / R11131C16: got 'BA1908150217'

## Warning: Expecting numeric in P11132 / R11132C16: got 'AL2312130556'

## Warning: Expecting numeric in P11133 / R11133C16: got 'PE2312130570'

## Warning: Expecting numeric in P11134 / R11134C16: got 'MA1405141312'

## Warning: Expecting numeric in P11135 / R11135C16: got 'MA1405141313'

## Warning: Expecting numeric in P11136 / R11136C16: got 'MA2211166199'

## Warning: Expecting numeric in P11137 / R11137C16: got 'MA1405141315'

## Warning: Expecting numeric in P11138 / R11138C16: got 'RN2211166202'

## Warning: Expecting numeric in P11139 / R11139C16: got 'PE2312130539'

## Warning: Expecting numeric in P11140 / R11140C16: got 'MA2312130527'

## Warning: Expecting numeric in P11141 / R11141C16: got 'BA1405141281'

## Warning: Expecting numeric in P11142 / R11142C16: got 'MA1505141442'

## Warning: Expecting numeric in P11143 / R11143C16: got 'MA1505141443'

## Warning: Expecting numeric in P11144 / R11144C16: got 'AL1710165392'

## Warning: Expecting numeric in P11145 / R11145C16: got 'BA1110165122'

## Warning: Expecting numeric in P11146 / R11146C16: got 'CE1110165194'

## Warning: Expecting numeric in P11147 / R11147C16: got 'ES1110165289'

## Warning: Expecting numeric in P11148 / R11148C16: got 'MA1810165440'

## Warning: Expecting numeric in P11149 / R11149C16: got 'MG2110165829'

## Warning: Expecting numeric in P11150 / R11150C16: got 'MA2110166089'

## Warning: Expecting numeric in P11151 / R11151C16: got 'MA2110166097'

## Warning: Expecting numeric in P11152 / R11152C16: got 'MA0908174269'

## Warning: Expecting numeric in P11153 / R11153C16: got 'MA2110165750'

## Warning: Expecting numeric in P11154 / R11154C16: got 'MA1810165435'

## Warning: Expecting numeric in P11155 / R11155C16: got 'MG2110165949'

## Warning: Expecting numeric in P11156 / R11156C16: got 'MG1710165401'

## Warning: Expecting numeric in P11157 / R11157C16: got 'MG2110166067'

## Warning: Expecting numeric in P11158 / R11158C16: got 'BA1008174344'

## Warning: Expecting numeric in P11159 / R11159C16: got 'PA1010165096'

## Warning: Expecting numeric in P11160 / R11160C16: got 'PA1110165211'

## Warning: Expecting numeric in P11161 / R11161C16: got 'BA2208175668'

## Warning: Expecting numeric in P11162 / R11162C16: got 'BA2308175788'

## Warning: Expecting numeric in P11163 / R11163C16: got 'BA2308175794'

## Warning: Expecting numeric in P11164 / R11164C16: got 'BA2308175795'

## Warning: Expecting numeric in P11165 / R11165C16: got 'PB0410164923'

## Warning: Expecting numeric in P11166 / R11166C16: got 'PB0510164951'

## Warning: Expecting numeric in P11167 / R11167C16: got 'BA2308175800'

## Warning: Expecting numeric in P11168 / R11168C16: got 'PB2110166032'

## Warning: Expecting numeric in P11169 / R11169C16: got 'PE1110165246'

## Warning: Expecting numeric in P11170 / R11170C16: got 'BA2308175808'

## Warning: Expecting numeric in P11171 / R11171C16: got 'PE1110165178'

## Warning: Expecting numeric in P11172 / R11172C16: got 'BA2308175809'

## Warning: Expecting numeric in P11173 / R11173C16: got 'PE1110165173'

## Warning: Expecting numeric in P11174 / R11174C16: got 'MA1610151750'

## Warning: Expecting numeric in P11175 / R11175C16: got 'PE1110165200'

## Warning: Expecting numeric in P11176 / R11176C16: got 'MA2810151865'

## Warning: Expecting numeric in P11177 / R11177C16: got 'PA1610151652'

## Warning: Expecting numeric in P11178 / R11178C16: got 'PE1110165231'

## Warning: Expecting numeric in P11179 / R11179C16: got 'RR2910152013'

## Warning: Expecting numeric in P11180 / R11180C16: got 'PE1110165273'

## Warning: Expecting numeric in P11181 / R11181C16: got 'PE1110165210'

## Warning: Expecting numeric in P11182 / R11182C16: got 'PA1410151266'

## Warning: Expecting numeric in P11183 / R11183C16: got 'BA2909176717'

## Warning: Expecting numeric in P11184 / R11184C16: got 'BA0311176736'

## Warning: Expecting numeric in P11185 / R11185C16: got 'BA0304180388'

## Warning: Expecting numeric in P11186 / R11186C16: got 'PI1110165188'

## Warning: Expecting numeric in P11187 / R11187C16: got 'BA0304180389'

## Warning: Expecting numeric in P11188 / R11188C16: got 'PI1110165145'

## Warning: Expecting numeric in P11189 / R11189C16: got 'RS2709164661'

## Warning: Expecting numeric in P11190 / R11190C16: got 'BA2610176735'

## Warning: Expecting numeric in P11191 / R11191C16: got 'RS0710165011'

## Warning: Expecting numeric in P11192 / R11192C16: got 'PR0710165020'

## Warning: Expecting numeric in P11193 / R11193C16: got 'MA0304180408'

## Warning: Expecting numeric in P11194 / R11194C16: got 'PI0304180409'

## Warning: Expecting numeric in P11195 / R11195C16: got 'SC2110165837'

## Warning: Expecting numeric in P11196 / R11196C16: got 'PI0304180412'

## Warning: Expecting numeric in P11197 / R11197C16: got 'BA0304180413'

## Warning: Expecting numeric in P11198 / R11198C16: got 'BA0304180414'

## Warning: Expecting numeric in P11199 / R11199C16: got 'BA0304180416'

## Warning: Expecting numeric in P11200 / R11200C16: got 'AC0304180420'

## Warning: Expecting numeric in P11201 / R11201C16: got 'PI0304180422'

## Warning: Expecting numeric in P11202 / R11202C16: got 'BA0304180423'

## Warning: Expecting numeric in P11203 / R11203C16: got 'PI0304180425'

## Warning: Expecting numeric in P11204 / R11204C16: got 'PI0304180427'

## Warning: Expecting numeric in P11205 / R11205C16: got 'PI0304180430'

## Warning: Expecting numeric in P11206 / R11206C16: got 'BA1807172659'

## Warning: Expecting numeric in P11207 / R11207C16: got 'BA1807172671'

## Warning: Expecting numeric in P11208 / R11208C16: got 'BA1307172022'

## Warning: Expecting numeric in P11209 / R11209C16: got 'BA1207171739'

## Warning: Expecting numeric in P11210 / R11210C16: got 'BA1107170904'

## Warning: Expecting numeric in P11211 / R11211C16: got 'PB1007170637'

## Warning: Expecting numeric in P11212 / R11212C16: got 'MT0108174095'

## Warning: Expecting numeric in P11213 / R11213C16: got 'PA0807170613'

## Warning: Expecting numeric in P11214 / R11214C16: got 'MG1107170765'

## Warning: Expecting numeric in P11215 / R11215C16: got 'PR1207171211'

## Warning: Expecting numeric in P11216 / R11216C16: got 'PR1207171383'

## Warning: Expecting numeric in P11217 / R11217C16: got 'RN2807173508'

## Warning: Expecting numeric in P11218 / R11218C16: got 'RN1207170999'

## Warning: Expecting numeric in P11219 / R11219C16: got 'PB1207171291'

## Warning: Expecting numeric in P11220 / R11220C16: got 'PE2707173134'

## Warning: Expecting numeric in P11221 / R11221C16: got 'PE2707173098'

## Warning: Expecting numeric in P11222 / R11222C16: got 'PE2707173153'

## Warning: Expecting numeric in P11223 / R11223C16: got 'PE1307171968'

## Warning: Expecting numeric in P11224 / R11224C16: got 'PI1307172075'

## Warning: Expecting numeric in P11225 / R11225C16: got 'MA2112166382'

## Warning: Expecting numeric in P11226 / R11226C16: got 'TO1107170966'

## Warning: Expecting numeric in P11227 / R11227C16: got 'MA2112166387'

## Warning: Expecting numeric in P11228 / R11228C16: got 'SC3107173935'

## Warning: Expecting numeric in P11229 / R11229C16: got 'SC1207171367'

## Warning: Expecting numeric in P11230 / R11230C16: got 'GO1807172650'

## Warning: Expecting numeric in P11231 / R11231C16: got 'MA2807173337'

## Warning: Expecting numeric in P11232 / R11232C16: got 'MA0108174067'

## Warning: Expecting numeric in P11233 / R11233C16: got 'MA1307172208'

## Warning: Expecting numeric in P11234 / R11234C16: got 'MA1107170768'

## Warning: Expecting numeric in P11235 / R11235C16: got 'MA1107170980'

## Warning: Expecting numeric in P11236 / R11236C16: got 'MA1207171437'

## Warning: Expecting numeric in P11237 / R11237C16: got 'MA1207171800'

## Warning: Expecting numeric in P11238 / R11238C16: got 'MA2107172737'

## Warning: Expecting numeric in P11239 / R11239C16: got 'MA0108174080'

## Warning: Expecting numeric in P11240 / R11240C16: got 'MG1307172274'

## Warning: Expecting numeric in P11241 / R11241C16: got 'MG1307172200'

## Warning: Expecting numeric in P11242 / R11242C16: got 'MG1207171391'

## Warning: Expecting numeric in P11243 / R11243C16: got 'GO1207171260'

## Warning: Expecting numeric in P11244 / R11244C16: got 'PB1207171188'

## Warning: Expecting numeric in P11245 / R11245C16: got 'PB1207171070'

## Warning: Expecting numeric in P11246 / R11246C16: got 'BA2807173729'

## Warning: Expecting numeric in P11247 / R11247C16: got 'BA2807173695'

## Warning: Expecting numeric in P11248 / R11248C16: got 'BA2807173348'

## Warning: Expecting numeric in P11249 / R11249C16: got 'AM1307172232'

## Warning: Expecting numeric in P11250 / R11250C16: got 'AM1207171444'

## Warning: Expecting numeric in P11251 / R11251C16: got 'PB2807173423'

## Warning: Expecting numeric in P11252 / R11252C16: got 'PA1207171655'

## Warning: Expecting numeric in P11253 / R11253C16: got 'BA0912203009'

## Warning: Expecting numeric in P11254 / R11254C16: got 'MG2807173642'

## Warning: Expecting numeric in P11255 / R11255C16: got 'RJ1307172489'

## Warning: Expecting numeric in P11256 / R11256C16: got 'RN2707172995'

## Warning: Expecting numeric in P11257 / R11257C16: got 'RN2707172990'

## Warning: Expecting numeric in P11258 / R11258C16: got 'RN1107170902'

## Warning: Expecting numeric in P11259 / R11259C16: got 'PB1207171518'

## Warning: Expecting numeric in P11260 / R11260C16: got 'PB1207171638'

## Warning: Expecting numeric in P11261 / R11261C16: got 'PB1207171674'

## Warning: Expecting numeric in P11262 / R11262C16: got 'PB1207171044'

## Warning: Expecting numeric in P11263 / R11263C16: got 'PE2707173150'

## Warning: Expecting numeric in P11264 / R11264C16: got 'PE1307172183'

## Warning: Expecting numeric in P11265 / R11265C16: got 'PI1707172606'

## Warning: Expecting numeric in P11266 / R11266C16: got 'PI2707173005'

## Warning: Expecting numeric in P11267 / R11267C16: got 'PI2707173095'

## Warning: Expecting numeric in P11268 / R11268C16: got 'PI1207171405'

## Warning: Expecting numeric in P11269 / R11269C16: got 'PI1307172055'

## Warning: Expecting numeric in P11270 / R11270C16: got 'PI1107170869'

## Warning: Expecting numeric in P11271 / R11271C16: got 'TO2807173547'

## Warning: Expecting numeric in P11272 / R11272C16: got 'MA1307172437'

## Warning: Expecting numeric in P11273 / R11273C16: got 'MA1207171523'

## Warning: Expecting numeric in P11274 / R11274C16: got 'MA1007170694'

## Warning: Expecting numeric in P11275 / R11275C16: got 'MG0307170523'

## Warning: Expecting numeric in P11276 / R11276C16: got 'MG2007172716'

## Warning: Expecting numeric in P11277 / R11277C16: got 'CE1307172517'

## Warning: Expecting numeric in P11278 / R11278C16: got 'CE1207171683'

## Warning: Expecting numeric in P11279 / R11279C16: got 'CE2707172957'

## Warning: Expecting numeric in P11280 / R11280C16: got 'CE1107170833'

## Warning: Expecting numeric in P11281 / R11281C16: got 'CE1207171606'

## Warning: Expecting numeric in P11282 / R11282C16: got 'MG0108174051'

## Warning: Expecting numeric in P11283 / R11283C16: got 'MG0108174052'

## Warning: Expecting numeric in P11284 / R11284C16: got 'PB1307172194'

## Warning: Expecting numeric in P11285 / R11285C16: got 'BA1907172676'

## Warning: Expecting numeric in P11286 / R11286C16: got 'BA1307171994'

## Warning: Expecting numeric in P11287 / R11287C16: got 'BA1307172432'

## Warning: Expecting numeric in P11288 / R11288C16: got 'MA3012146381'

## Warning: Expecting numeric in P11289 / R11289C16: got 'AM2807173549'

## Warning: Expecting numeric in P11290 / R11290C16: got 'AM3107173882'

## Warning: Expecting numeric in P11291 / R11291C16: got 'PB1207171110'

## Warning: Expecting numeric in P11292 / R11292C16: got 'MG3012166783'

## Warning: Expecting numeric in P11293 / R11293C16: got 'AC2612130699'

## Warning: Expecting numeric in P11294 / R11294C16: got 'PB2612130715'

## Warning: Expecting numeric in P11295 / R11295C16: got 'MG1307171979'

## Warning: Expecting numeric in P11296 / R11296C16: got 'MG2807173687'

## Warning: Expecting numeric in P11297 / R11297C16: got 'MG3007173809'

## Warning: Expecting numeric in P11298 / R11298C16: got 'PB2712130724'

## Warning: Expecting numeric in P11299 / R11299C16: got 'PR1207171382'

## Warning: Expecting numeric in P11300 / R11300C16: got 'RN2807173533'

## Warning: Expecting numeric in P11301 / R11301C16: got 'RN2707172983'

## Warning: Expecting numeric in P11302 / R11302C16: got 'MA2712130731'

## Warning: Expecting numeric in P11303 / R11303C16: got 'PB1207171302'

## Warning: Expecting numeric in P11304 / R11304C16: got 'PB1207171341'

## Warning: Expecting numeric in P11305 / R11305C16: got 'PB1207171590'

## Warning: Expecting numeric in P11306 / R11306C16: got 'PB1207171693'

## Warning: Expecting numeric in P11307 / R11307C16: got 'PB1307171841'

## Warning: Expecting numeric in P11308 / R11308C16: got 'MA2712130738'

## Warning: Expecting numeric in P11309 / R11309C16: got 'PI2407172785'

## Warning: Expecting numeric in P11310 / R11310C16: got 'PI1207171222'

## Warning: Expecting numeric in P11311 / R11311C16: got 'PI1106180887'

## Warning: Expecting numeric in P11312 / R11312C16: got 'PI2507172852'

## Warning: Expecting numeric in P11313 / R11313C16: got 'PI1207171719'

## Warning: Expecting numeric in P11314 / R11314C16: got 'AM0912203244'

## Warning: Expecting numeric in P11315 / R11315C16: got 'PI3107173824'

## Warning: Expecting numeric in P11316 / R11316C16: got 'PI0912203250'

## Warning: Expecting numeric in P11317 / R11317C16: got 'PE2712130750'

## Warning: Expecting numeric in P11318 / R11318C16: got 'PI0912203251'

## Warning: Expecting numeric in P11319 / R11319C16: got 'PI0912203253'

## Warning: Expecting numeric in P11320 / R11320C16: got 'PI0912203261'

## Warning: Expecting numeric in P11321 / R11321C16: got 'PI0912203262'

## Warning: Expecting numeric in P11322 / R11322C16: got 'RS2707173025'

## Warning: Expecting numeric in P11323 / R11323C16: got 'BA1207171736'

## Warning: Expecting numeric in P11324 / R11324C16: got 'MA2807173388'

## Warning: Expecting numeric in P11325 / R11325C16: got 'MA0707170595'

## Warning: Expecting numeric in P11326 / R11326C16: got 'MA1007170705'

## Warning: Expecting numeric in P11327 / R11327C16: got 'MA2807173257'

## Warning: Expecting numeric in P11328 / R11328C16: got 'MA2807173371'

## Warning: Expecting numeric in P11329 / R11329C16: got 'MA2807173654'

## Warning: Expecting numeric in P11330 / R11330C16: got 'MG2907173780'

## Warning: Expecting numeric in P11331 / R11331C16: got 'MG1207171176'

## Warning: Expecting numeric in P11332 / R11332C16: got 'MG1307172415'

## Warning: Expecting numeric in P11333 / R11333C16: got 'BA2806180945'

## Warning: Expecting numeric in P11334 / R11334C16: got 'CE1307171928'

## Warning: Expecting numeric in P11335 / R11335C16: got 'CE1007170654'

## Warning: Expecting numeric in P11336 / R11336C16: got 'CE1307171891'

## Warning: Expecting numeric in P11337 / R11337C16: got 'AM1412203318'

## Warning: Expecting numeric in P11338 / R11338C16: got 'PA1907172679'

## Warning: Expecting numeric in P11339 / R11339C16: got 'PA1307172222'

## Warning: Expecting numeric in P11340 / R11340C16: got 'PB1207171108'

## Warning: Expecting numeric in P11341 / R11341C16: got 'PB1207171227'

## Warning: Expecting numeric in P11342 / R11342C16: got 'BA1307171922'

## Warning: Expecting numeric in P11343 / R11343C16: got 'BA1207171218'

## Warning: Expecting numeric in P11344 / R11344C16: got 'AL3107173914'

## Warning: Expecting numeric in P11345 / R11345C16: got 'AL3107173840'

## Warning: Expecting numeric in P11346 / R11346C16: got 'AM1307172261'

## Warning: Expecting numeric in P11347 / R11347C16: got 'AM1307172272'

## Warning: Expecting numeric in P11348 / R11348C16: got 'AM1007170657'

## Warning: Expecting numeric in P11349 / R11349C16: got 'AM2607172878'

## Warning: Expecting numeric in P11350 / R11350C16: got 'BA1307172513'

## Warning: Expecting numeric in P11351 / R11351C16: got 'PB1007170676'

## Warning: Expecting numeric in P11352 / R11352C16: got 'PA1307172277'

## Warning: Expecting numeric in P11353 / R11353C16: got 'PR1307172257'

## Warning: Expecting numeric in P11354 / R11354C16: got 'PR1307172224'

## Warning: Expecting numeric in P11355 / R11355C16: got 'RJ1207171421'

## Warning: Expecting numeric in P11356 / R11356C16: got 'RJ2507172819'

## Warning: Expecting numeric in P11357 / R11357C16: got 'RN1207171293'

## Warning: Expecting numeric in P11358 / R11358C16: got 'RN1207171560'

## Warning: Expecting numeric in P11359 / R11359C16: got 'RN1207171771'

## Warning: Expecting numeric in P11360 / R11360C16: got 'RN0707170584'

## Warning: Expecting numeric in P11361 / R11361C16: got 'RN2707172996'

## Warning: Expecting numeric in P11362 / R11362C16: got 'RN1207171010'

## Warning: Expecting numeric in P11363 / R11363C16: got 'RN1207171288'

## Warning: Expecting numeric in P11364 / R11364C16: got 'PB1207171411'

## Warning: Expecting numeric in P11365 / R11365C16: got 'PE2707172968'

## Warning: Expecting numeric in P11366 / R11366C16: got 'PI3107173971'

## Warning: Expecting numeric in P11367 / R11367C16: got 'PI1107170807'

## Warning: Expecting numeric in P11368 / R11368C16: got 'PI1107170728'

## Warning: Expecting numeric in P11369 / R11369C16: got 'SE1307171912'

## Warning: Expecting numeric in P11370 / R11370C16: got 'BA2612130697'

## Warning: Expecting numeric in P11371 / R11371C16: got 'MA2612130707'

## Warning: Expecting numeric in P11372 / R11372C16: got 'RS2707173045'

## Warning: Expecting numeric in P11373 / R11373C16: got 'RS1307172283'

## Warning: Expecting numeric in P11374 / R11374C16: got 'SC2607172943'

## Warning: Expecting numeric in P11375 / R11375C16: got 'PE2712130742'

## Warning: Expecting numeric in P11376 / R11376C16: got 'BA1107170847'

## Warning: Expecting numeric in P11377 / R11377C16: got 'BA2712130751'

## Warning: Expecting numeric in P11378 / R11378C16: got 'MA1307172192'

## Warning: Expecting numeric in P11379 / R11379C16: got 'MG1207171711'

## Warning: Expecting numeric in P11380 / R11380C16: got 'CE1207171607'

## Warning: Expecting numeric in P11381 / R11381C16: got 'CE1307172300'

## Warning: Expecting numeric in P11382 / R11382C16: got 'CE1307172203'

## Warning: Expecting numeric in P11383 / R11383C16: got 'CE1307171942'

## Warning: Expecting numeric in P11384 / R11384C16: got 'CE1207171199'

## Warning: Expecting numeric in P11385 / R11385C16: got 'CE1107170795'

## Warning: Expecting numeric in P11386 / R11386C16: got 'ES1207171634'

## Warning: Expecting numeric in P11387 / R11387C16: got 'GO1307171904'

## Warning: Expecting numeric in P11388 / R11388C16: got 'MG1307172424'

## Warning: Expecting numeric in P11389 / R11389C16: got 'MS1207171364'

## Warning: Expecting numeric in P11390 / R11390C16: got 'MS2807173415'

## Warning: Expecting numeric in P11391 / R11391C16: got 'PB1307171987'

## Warning: Expecting numeric in P11392 / R11392C16: got 'PB1307172205'

## Warning: Expecting numeric in P11393 / R11393C16: got 'BA2807173682'

## Warning: Expecting numeric in P11394 / R11394C16: got 'BA3107173953'

## Warning: Expecting numeric in P11395 / R11395C16: got 'PB1107170860'

## Warning: Expecting numeric in P11396 / R11396C16: got 'PA1107170862'

## Warning: Expecting numeric in P11397 / R11397C16: got 'PA1207171699'

## Warning: Expecting numeric in P11398 / R11398C16: got 'PA1207171046'

## Warning: Expecting numeric in P11399 / R11399C16: got 'PA1107170983'

## Warning: Expecting numeric in P11400 / R11400C16: got 'PA1207171415'

## Warning: Expecting numeric in P11401 / R11401C16: got 'PA1207171804'

## Warning: Expecting numeric in P11402 / R11402C16: got 'MG2607172884'

## Warning: Expecting numeric in P11403 / R11403C16: got 'MG2807173670'

## Warning: Expecting numeric in P11404 / R11404C16: got 'MA1812203567'

## Warning: Expecting numeric in P11405 / R11405C16: got 'MA1812203568'

## Warning: Expecting numeric in P11406 / R11406C16: got 'MA1812203569'

## Warning: Expecting numeric in P11407 / R11407C16: got 'MA1812203570'

## Warning: Expecting numeric in P11408 / R11408C16: got 'MG1107170831'

## Warning: Expecting numeric in P11409 / R11409C16: got 'MA1812203571'

## Warning: Expecting numeric in P11410 / R11410C16: got 'RJ1207171347'

## Warning: Expecting numeric in P11411 / R11411C16: got 'RN1207171147'

## Warning: Expecting numeric in P11412 / R11412C16: got 'RN1107170973'

## Warning: Expecting numeric in P11413 / R11413C16: got 'RN2707172980'

## Warning: Expecting numeric in P11414 / R11414C16: got 'RN1207171394'

## Warning: Expecting numeric in P11415 / R11415C16: got 'PB1207171446'

## Warning: Expecting numeric in P11416 / R11416C16: got 'PB1107170898'

## Warning: Expecting numeric in P11417 / R11417C16: got 'PB1207171546'

## Warning: Expecting numeric in P11418 / R11418C16: got 'PE2707173143'

## Warning: Expecting numeric in P11419 / R11419C16: got 'PE2707173138'

## Warning: Expecting numeric in P11420 / R11420C16: got 'PE2707173129'

## Warning: Expecting numeric in P11421 / R11421C16: got 'PE1207171725'

## Warning: Expecting numeric in P11422 / R11422C16: got 'PI1307172092'

## Warning: Expecting numeric in P11423 / R11423C16: got 'PI1107170738'

## Warning: Expecting numeric in P11424 / R11424C16: got 'PI2607172872'

## Warning: Expecting numeric in P11425 / R11425C16: got 'PI2607172890'

## Warning: Expecting numeric in P11426 / R11426C16: got 'BA2807173273'

## Warning: Expecting numeric in P11427 / R11427C16: got 'MA1307172544'

## Warning: Expecting numeric in P11428 / R11428C16: got 'MA0108174081'

## Warning: Expecting numeric in P11429 / R11429C16: got 'MA1307172072'

## Warning: Expecting numeric in P11430 / R11430C16: got 'MA1307172102'

## Warning: Expecting numeric in P11431 / R11431C16: got 'MA1307172444'

## Warning: Expecting numeric in P11432 / R11432C16: got 'MA1207171618'

## Warning: Expecting numeric in P11433 / R11433C16: got 'MG1207171635'

## Warning: Expecting numeric in P11434 / R11434C16: got 'MG2807173490'

## Warning: Expecting numeric in P11435 / R11435C16: got 'CE1307172121'

## Warning: Expecting numeric in P11436 / R11436C16: got 'CE1307172134'

## Warning: Expecting numeric in P11437 / R11437C16: got 'CE1307172191'

## Warning: Expecting numeric in P11438 / R11438C16: got 'CE1207171592'

## Warning: Expecting numeric in P11439 / R11439C16: got 'CE1307171977'

## Warning: Expecting numeric in P11440 / R11440C16: got 'BA2807173736'

## Warning: Expecting numeric in P11441 / R11441C16: got 'BA3107173955'

## Warning: Expecting numeric in P11442 / R11442C16: got 'BA2707173097'

## Warning: Expecting numeric in P11443 / R11443C16: got 'BA2707173158'

## Warning: Expecting numeric in P11444 / R11444C16: got 'BA1307171946'

## Warning: Expecting numeric in P11445 / R11445C16: got 'BA1307172259'

## Warning: Expecting numeric in P11446 / R11446C16: got 'BA3007173811'

## Warning: Expecting numeric in P11447 / R11447C16: got 'BA1307172454'

## Warning: Expecting numeric in P11448 / R11448C16: got 'BA0108174070'

## Warning: Expecting numeric in P11449 / R11449C16: got 'CE1707172610'

## Warning: Expecting numeric in P11450 / R11450C16: got 'AL1307172155'

## Warning: Expecting numeric in P11451 / R11451C16: got 'AL1307172020'

## Warning: Expecting numeric in P11452 / R11452C16: got 'AM2407172806'

## Warning: Expecting numeric in P11453 / R11453C16: got 'MT2807173391'

## Warning: Expecting numeric in P11454 / R11454C16: got 'PA2807173462'

## Warning: Expecting numeric in P11455 / R11455C16: got 'PA1207171672'

## Warning: Expecting numeric in P11456 / R11456C16: got 'MG2607172909'

## Warning: Expecting numeric in P11457 / R11457C16: got 'MG2807173451'

## Warning: Expecting numeric in P11458 / R11458C16: got 'PR2707172962'

## Warning: Expecting numeric in P11459 / R11459C16: got 'PR3107173894'

## Warning: Expecting numeric in P11460 / R11460C16: got 'RN2707172985'

## Warning: Expecting numeric in P11461 / R11461C16: got 'RN2607172918'

## Warning: Expecting numeric in P11462 / R11462C16: got 'RN1207171681'

## Warning: Expecting numeric in P11463 / R11463C16: got 'RO1207171596'

## Warning: Expecting numeric in P11464 / R11464C16: got 'RS1307172139'

## Warning: Expecting numeric in P11465 / R11465C16: got 'PB1207171664'

## Warning: Expecting numeric in P11466 / R11466C16: got 'AM2412203796'

## Warning: Expecting numeric in P11467 / R11467C16: got 'AM2412203798'

## Warning: Expecting numeric in P11468 / R11468C16: got 'PE2707173102'

## Warning: Expecting numeric in P11469 / R11469C16: got 'AM2412203799'

## Warning: Expecting numeric in P11470 / R11470C16: got 'AM2412203801'

## Warning: Expecting numeric in P11471 / R11471C16: got 'AM2412203803'

## Warning: Expecting numeric in P11472 / R11472C16: got 'PI3107173895'

## Warning: Expecting numeric in P11473 / R11473C16: got 'SE2807173530'

## Warning: Expecting numeric in P11474 / R11474C16: got 'TO2807173292'

## Warning: Expecting numeric in P11475 / R11475C16: got 'SC1207171173'

## Warning: Expecting numeric in P11476 / R11476C16: got 'MA1307172087'

## Warning: Expecting numeric in P11477 / R11477C16: got 'MA1307172306'

## Warning: Expecting numeric in P11478 / R11478C16: got 'MA1207171513'

## Warning: Expecting numeric in P11479 / R11479C16: got 'MA1207171574'

## Warning: Expecting numeric in P11480 / R11480C16: got 'MA1207171418'

## Warning: Expecting numeric in P11481 / R11481C16: got 'MA1307172094'

## Warning: Expecting numeric in P11482 / R11482C16: got 'MA1107170776'

## Warning: Expecting numeric in P11483 / R11483C16: got 'MG1207171562'

## Warning: Expecting numeric in P11484 / R11484C16: got 'CE1207171181'

## Warning: Expecting numeric in P11485 / R11485C16: got 'GO1307172310'

## Warning: Expecting numeric in P11486 / R11486C16: got 'GO1307172504'

## Warning: Expecting numeric in P11487 / R11487C16: got 'GO1207171781'

## Warning: Expecting numeric in P11488 / R11488C16: got 'MG1207171261'

## Warning: Expecting numeric in P11489 / R11489C16: got 'MS1207171584'

## Warning: Expecting numeric in P11490 / R11490C16: got 'BA3107173945'

## Warning: Expecting numeric in P11491 / R11491C16: got 'BA2007172703'

## Warning: Expecting numeric in P11492 / R11492C16: got 'BA3107173818'

## Warning: Expecting numeric in P11493 / R11493C16: got 'AL1307171980'

## Warning: Expecting numeric in P11494 / R11494C16: got 'AM2807173524'

## Warning: Expecting numeric in P11495 / R11495C16: got 'BA2707173187'

## Warning: Expecting numeric in P11496 / R11496C16: got 'MG0108174100'

## Warning: Expecting numeric in P11497 / R11497C16: got 'PR1107170850'

## Warning: Expecting numeric in P11498 / R11498C16: got 'PR2607172907'

## Warning: Expecting numeric in P11499 / R11499C16: got 'RJ1307172171'

## Warning: Expecting numeric in P11500 / R11500C16: got 'RN0108174093'

## Warning: Expecting numeric in P11501 / R11501C16: got 'RN1207171474'

## Warning: Expecting numeric in P11502 / R11502C16: got 'RN2807173437'

## Warning: Expecting numeric in P11503 / R11503C16: got 'RN1307172547'

## Warning: Expecting numeric in P11504 / R11504C16: got 'RN2707172992'

## Warning: Expecting numeric in P11505 / R11505C16: got 'RN1307172379'

## Warning: Expecting numeric in P11506 / R11506C16: got 'PI1307172137'

## Warning: Expecting numeric in P11507 / R11507C16: got 'PI0108174126'

## Warning: Expecting numeric in P11508 / R11508C16: got 'PI1107170941'

## Warning: Expecting numeric in P11509 / R11509C16: got 'PI1207171026'

## Warning: Expecting numeric in P11510 / R11510C16: got 'PI1307172374'

## Warning: Expecting numeric in P11511 / R11511C16: got 'TO0108174082'

## Warning: Expecting numeric in P11512 / R11512C16: got 'RS1207171004'

## Warning: Expecting numeric in P11513 / R11513C16: got 'MA1107170868'

## Warning: Expecting numeric in P11514 / R11514C16: got 'MA1107170939'

## Warning: Expecting numeric in P11515 / R11515C16: got 'MA1307172059'

## Warning: Expecting numeric in P11516 / R11516C16: got 'MA2407172805'

## Warning: Expecting numeric in P11517 / R11517C16: got 'MA1007170708'

## Warning: Expecting numeric in P11518 / R11518C16: got 'MA1007170710'

## Warning: Expecting numeric in P11519 / R11519C16: got 'MG2807173566'

## Warning: Expecting numeric in P11520 / R11520C16: got 'CE1207171468'

## Warning: Expecting numeric in P11521 / R11521C16: got 'MG1307172473'

## Warning: Expecting numeric in P11522 / R11522C16: got 'BA2307172764'

## Warning: Expecting numeric in P11523 / R11523C16: got 'BA0108174112'

## Warning: Expecting numeric in P11524 / R11524C16: got 'BA1307171927'

## Warning: Expecting numeric in P11525 / R11525C16: got 'BA0108174096'

## Warning: Expecting numeric in P11526 / R11526C16: got 'BA1107170729'

## Warning: Expecting numeric in P11527 / R11527C16: got 'AC1207171690'

## Warning: Expecting numeric in P11528 / R11528C16: got 'AM1307172037'

## Warning: Expecting numeric in P11529 / R11529C16: got 'PA1207171038'

## Warning: Expecting numeric in P11530 / R11530C16: got 'MG2607172865'

## Warning: Expecting numeric in P11531 / R11531C16: got 'MG2407172784'

## Warning: Expecting numeric in P11532 / R11532C16: got 'MG1107170792'

## Warning: Expecting numeric in P11533 / R11533C16: got 'MG1307172095'

## Warning: Expecting numeric in P11534 / R11534C16: got 'MG1207171315'

## Warning: Expecting numeric in P11535 / R11535C16: got 'MG1307171961'

## Warning: Expecting numeric in P11536 / R11536C16: got 'PR1207171612'

## Warning: Expecting numeric in P11537 / R11537C16: got 'PR1207171669'

## Warning: Expecting numeric in P11538 / R11538C16: got 'PE2707173136'

## Warning: Expecting numeric in P11539 / R11539C16: got 'PI1107170811'

## Warning: Expecting numeric in P11540 / R11540C16: got 'PI1207171495'

## Warning: Expecting numeric in P11541 / R11541C16: got 'PI1107170857'

## Warning: Expecting numeric in P11542 / R11542C16: got 'BA1207171796'

## Warning: Expecting numeric in P11543 / R11543C16: got 'MA1207171790'

## Warning: Expecting numeric in P11544 / R11544C16: got 'MA3107173893'

## Warning: Expecting numeric in P11545 / R11545C16: got 'MG1007170716'

## Warning: Expecting numeric in P11546 / R11546C16: got 'CE1207171761'

## Warning: Expecting numeric in P11547 / R11547C16: got 'CE1307171899'

## Warning: Expecting numeric in P11548 / R11548C16: got 'GO1307171871'

## Warning: Expecting numeric in P11549 / R11549C16: got 'AP0212170147'

## Warning: Expecting numeric in P11550 / R11550C16: got 'PI2109182010'

## Warning: Expecting numeric in P11551 / R11551C16: got 'PI2409182026'

## Warning: Expecting numeric in P11552 / R11552C16: got 'MA0410182063'

## Warning: Expecting numeric in P11553 / R11553C16: got 'PE2510182118'

## Warning: Expecting numeric in P11554 / R11554C16: got 'PE2510182123'

## Warning: Expecting numeric in P11555 / R11555C16: got 'PA1207171297'

## Warning: Expecting numeric in P11556 / R11556C16: got 'AM0511182145'

## Warning: Expecting numeric in P11557 / R11557C16: got 'MA1311182164'

## Warning: Expecting numeric in P11558 / R11558C16: got 'CE2811182184'

## Warning: Expecting numeric in P11559 / R11559C16: got 'PI2911182188'

## Warning: Expecting numeric in P11560 / R11560C16: got 'AM2911182191'

## Warning: Expecting numeric in P11561 / R11561C16: got 'PI2911182192'

## Warning: Expecting numeric in P11562 / R11562C16: got 'MA2911182193'

## Warning: Expecting numeric in P11563 / R11563C16: got 'PI2911182194'

## Warning: Expecting numeric in P11564 / R11564C16: got 'PI3011182196'

## Warning: Expecting numeric in P11565 / R11565C16: got 'PI3011182197'

## Warning: Expecting numeric in P11566 / R11566C16: got 'PI3011182199'

## Warning: Expecting numeric in P11567 / R11567C16: got 'PI0312182202'

## Warning: Expecting numeric in P11568 / R11568C16: got 'PI0312182203'

## Warning: Expecting numeric in P11569 / R11569C16: got 'PI0312182204'

## Warning: Expecting numeric in P11570 / R11570C16: got 'MA1712182346'

## Warning: Expecting numeric in P11571 / R11571C16: got 'AL1712182347'

## Warning: Expecting numeric in P11572 / R11572C16: got 'PI1512170567'

## Warning: Expecting numeric in P11573 / R11573C16: got 'BA2807173742'

## Warning: Expecting numeric in P11574 / R11574C16: got 'MA0707170588'

## Warning: Expecting numeric in P11575 / R11575C16: got 'MA0707170590'

## Warning: Expecting numeric in P11576 / R11576C16: got 'MA1107170899'

## Warning: Expecting numeric in P11577 / R11577C16: got 'MA1207171428'

## Warning: Expecting numeric in P11578 / R11578C16: got 'MA1307172364'

## Warning: Expecting numeric in P11579 / R11579C16: got 'MA2507172862'

## Warning: Expecting numeric in P11580 / R11580C16: got 'MA2507172863'

## Warning: Expecting numeric in P11581 / R11581C16: got 'MA2607172947'

## Warning: Expecting numeric in P11582 / R11582C16: got 'MA2807173305'

## Warning: Expecting numeric in P11583 / R11583C16: got 'MG0507170547'

## Warning: Expecting numeric in P11584 / R11584C16: got 'MG0807170611'

## Warning: Expecting numeric in P11585 / R11585C16: got 'MG1107170770'

## Warning: Expecting numeric in P11586 / R11586C16: got 'MG1107170775'

## Warning: Expecting numeric in P11587 / R11587C16: got 'MG1307171840'

## Warning: Expecting numeric in P11588 / R11588C16: got 'MG1812170831'

## Warning: Expecting numeric in P11589 / R11589C16: got 'MG2807173512'

## Warning: Expecting numeric in P11590 / R11590C16: got 'PA1007170624'

## Warning: Expecting numeric in P11591 / R11591C16: got 'PA1207171103'

## Warning: Expecting numeric in P11592 / R11592C16: got 'PA1307172388'

## Warning: Expecting numeric in P11593 / R11593C16: got 'PB1007170646'

## Warning: Expecting numeric in P11594 / R11594C16: got 'PB1207171074'

## Warning: Expecting numeric in P11595 / R11595C16: got 'PB1207171381'

## Warning: Expecting numeric in P11596 / R11596C16: got 'PB1207171471'

## Warning: Expecting numeric in P11597 / R11597C16: got 'PB1307172531'

## Warning: Expecting numeric in P11598 / R11598C16: got 'RJ1307172004'

## Warning: Expecting numeric in P11599 / R11599C16: got 'AM1307172429'

## Warning: Expecting numeric in P11600 / R11600C16: got 'MA1207171706'

## Warning: Expecting numeric in P11601 / R11601C16: got 'MA1307172505'

## Warning: Expecting numeric in P11602 / R11602C16: got 'MA2807173289'

## Warning: Expecting numeric in P11603 / R11603C16: got 'MA2807173328'

## Warning: Expecting numeric in P11604 / R11604C16: got 'PA1207171313'

## Warning: Expecting numeric in P11605 / R11605C16: got 'PA2707173062'

## Warning: Expecting numeric in P11606 / R11606C16: got 'PB1207171466'

## Warning: Expecting numeric in P11607 / R11607C16: got 'MA2712171179'

## Warning: Expecting numeric in P11608 / R11608C16: got 'MA2712171180'

## Warning: Expecting numeric in P11609 / R11609C16: got 'MA2712171181'

## Warning: Expecting numeric in P11610 / R11610C16: got 'PE1312130399'

## Warning: Expecting numeric in P11611 / R11611C16: got 'MA2909150298'

## Warning: Expecting numeric in P11612 / R11612C16: got 'PI1505141479'

## Warning: Expecting numeric in P11613 / R11613C16: got 'CE0305162431'

## Warning: Expecting numeric in P11614 / R11614C16: got 'MA1504190095'

## Warning: Expecting numeric in P11615 / R11615C16: got 'MA2509190111'

## Warning: Expecting numeric in P11616 / R11616C16: got 'PE1105162536'

## Warning: Expecting numeric in P11617 / R11617C16: got 'PI2510190121'

## Warning: Expecting numeric in P11618 / R11618C16: got 'PI2510190123'

## Warning: Expecting numeric in P11619 / R11619C16: got 'PI2510190129'

## Warning: Expecting numeric in P11620 / R11620C16: got 'PI2510190130'

## Warning: Expecting numeric in P11621 / R11621C16: got 'AM2510190133'

## Warning: Expecting numeric in P11622 / R11622C16: got 'AM2510190134'

## Warning: Expecting numeric in P11623 / R11623C16: got 'AM2510190135'

## Warning: Expecting numeric in P11624 / R11624C16: got 'MA2205170459'

## Warning: Expecting numeric in P11625 / R11625C16: got 'PI2205170304'

## Warning: Expecting numeric in P11626 / R11626C16: got 'MA2909150302'

## Warning: Expecting numeric in P11627 / R11627C16: got 'PR1505141467'

## Warning: Expecting numeric in P11628 / R11628C16: got 'PI0206170499'

## Warning: Expecting numeric in P11629 / R11629C16: got 'MS0908174268'

## Warning: Expecting numeric in P11630 / R11630C16: got 'RR0304180467'

## Warning: Expecting numeric in P11631 / R11631C16: got 'BA0304180469'

## Warning: Expecting numeric in P11632 / R11632C16: got 'BA1912166298'

## Warning: Expecting numeric in P11633 / R11633C16: got 'RN2012166329'

## Warning: Expecting numeric in P11634 / R11634C16: got 'PE2812166512'

## Warning: Expecting numeric in P11635 / R11635C16: got 'RS2912166575'

## Warning: Expecting numeric in P11636 / R11636C16: got 'AL3012166621'

## Warning: Expecting numeric in P11637 / R11637C16: got 'BA3012166629'

## Warning: Expecting numeric in P11638 / R11638C16: got 'BA3012166631'

## Warning: Expecting numeric in P11639 / R11639C16: got 'BA3012166637'

## Warning: Expecting numeric in P11640 / R11640C16: got 'GO3012166698'

## Warning: Expecting numeric in P11641 / R11641C16: got 'RS3012166728'

## Warning: Expecting numeric in P11642 / R11642C16: got 'SP3012166734'

## Warning: Expecting numeric in P11643 / R11643C16: got 'DF3012166754'

## Warning: Expecting numeric in P11644 / R11644C16: got 'PI2712195454'

## Warning: Expecting numeric in P11645 / R11645C16: got 'RN2712195323'

## Warning: Expecting numeric in P11646 / R11646C16: got 'MA2712195328'

## Warning: Expecting numeric in P11647 / R11647C16: got 'MA2712195337'

## Warning: Expecting numeric in P11648 / R11648C16: got 'PI2712195455'

## Warning: Expecting numeric in P11649 / R11649C16: got 'PI0112170108'

## Warning: Expecting numeric in P11650 / R11650C16: got 'PI0112170109'

## Warning: Expecting numeric in P11651 / R11651C16: got 'PI0212170134'

## Warning: Expecting numeric in P11652 / R11652C16: got 'PI0212170177'

## Warning: Expecting numeric in P11653 / R11653C16: got 'PI0212170132'

## Warning: Expecting numeric in P11654 / R11654C16: got 'PI0212170174'

## Warning: Expecting numeric in P11655 / R11655C16: got 'PI0212170130'

## Warning: Expecting numeric in P11656 / R11656C16: got 'PI0212170164'

## Warning: Expecting numeric in P11657 / R11657C16: got 'PI0112170104'

## Warning: Expecting numeric in P11658 / R11658C16: got 'PI0112170105'

## Warning: Expecting numeric in P11659 / R11659C16: got 'PI0212170162'

## Warning: Expecting numeric in P11660 / R11660C16: got 'PI0212170151'

## Warning: Expecting numeric in P11661 / R11661C16: got 'PI0112171029'

## Warning: Expecting numeric in P11662 / R11662C16: got 'PI0212170161'

## Warning: Expecting numeric in P11663 / R11663C16: got 'PI0312170341'

## Warning: Expecting numeric in P11664 / R11664C16: got 'PI0312170323'

## Warning: Expecting numeric in P11665 / R11665C16: got 'PI0312170307'

## Warning: Expecting numeric in P11666 / R11666C16: got 'PI0312170332'

## Warning: Expecting numeric in P11667 / R11667C16: got 'PI0312170339'

## Warning: Expecting numeric in P11668 / R11668C16: got 'PI0312170305'

## Warning: Expecting numeric in P11669 / R11669C16: got 'PI0312170302'

## Warning: Expecting numeric in P11670 / R11670C16: got 'PI0312170336'

## Warning: Expecting numeric in P11671 / R11671C16: got 'PI0312170287'

## Warning: Expecting numeric in P11672 / R11672C16: got 'PI0412170374'

## Warning: Expecting numeric in P11673 / R11673C16: got 'PI0612170482'

## Warning: Expecting numeric in P11674 / R11674C16: got 'PI0712170490'

## Warning: Expecting numeric in P11675 / R11675C16: got 'PI0612170485'

## Warning: Expecting numeric in P11676 / R11676C16: got 'PI0412170362'

## Warning: Expecting numeric in P11677 / R11677C16: got 'PI0412170363'

## Warning: Expecting numeric in P11678 / R11678C16: got 'PI0412170365'

## Warning: Expecting numeric in P11679 / R11679C16: got 'PI0412170367'

## Warning: Expecting numeric in P11680 / R11680C16: got 'PI0412170368'

## Warning: Expecting numeric in P11681 / R11681C16: got 'PI0412170369'

## Warning: Expecting numeric in P11682 / R11682C16: got 'PI0412170377'

## Warning: Expecting numeric in P11683 / R11683C16: got 'PI0412170380'

## Warning: Expecting numeric in P11684 / R11684C16: got 'PI0412170382'

## Warning: Expecting numeric in P11685 / R11685C16: got 'PI0412170383'

## Warning: Expecting numeric in P11686 / R11686C16: got 'PI0412170390'

## Warning: Expecting numeric in P11687 / R11687C16: got 'PI0412170359'

## Warning: Expecting numeric in P11688 / R11688C16: got 'PI0412170396'

## Warning: Expecting numeric in P11689 / R11689C16: got 'PI0512170423'

## Warning: Expecting numeric in P11690 / R11690C16: got 'PI0512170426'

## Warning: Expecting numeric in P11691 / R11691C16: got 'PI0312170288'

## Warning: Expecting numeric in P11692 / R11692C16: got 'PI0312170289'

## Warning: Expecting numeric in P11693 / R11693C16: got 'PI0312170296'

## Warning: Expecting numeric in P11694 / R11694C16: got 'PI0312170297'

## Warning: Expecting numeric in P11695 / R11695C16: got 'PI0512170446'

## Warning: Expecting numeric in P11696 / R11696C16: got 'PI0312170299'

## Warning: Expecting numeric in P11697 / R11697C16: got 'PI0312170319'

## Warning: Expecting numeric in P11698 / R11698C16: got 'PI0312170308'

## Warning: Expecting numeric in P11699 / R11699C16: got 'PI0312170317'

## Warning: Expecting numeric in P11700 / R11700C16: got 'PI0312170335'

## Warning: Expecting numeric in P11701 / R11701C16: got 'PI0312170277'

## Warning: Expecting numeric in P11702 / R11702C16: got 'PI1512170584'

## Warning: Expecting numeric in P11703 / R11703C16: got 'AM1812170791'

## Warning: Expecting numeric in P11704 / R11704C16: got 'AM1812170793'

## Warning: Expecting numeric in P11705 / R11705C16: got 'PI0412170366'

## Warning: Expecting numeric in P11706 / R11706C16: got 'PI0912203109'

## Warning: Expecting numeric in P11707 / R11707C16: got 'PI0912203113'

## Warning: Expecting numeric in P11708 / R11708C16: got 'PI0912203115'

## Warning: Expecting numeric in P11709 / R11709C16: got 'PI0912203117'

## Warning: Expecting numeric in P11710 / R11710C16: got 'PI0912203120'

## Warning: Expecting numeric in P11711 / R11711C16: got 'PI0912203122'

## Warning: Expecting numeric in P11712 / R11712C16: got 'PI0912203126'

## Warning: Expecting numeric in P11713 / R11713C16: got 'PI0912203129'

## Warning: Expecting numeric in P11714 / R11714C16: got 'PI0912203130'

## Warning: Expecting numeric in P11715 / R11715C16: got 'PI0912203131'

## Warning: Expecting numeric in P11716 / R11716C16: got 'PI0912203133'

## Warning: Expecting numeric in P11717 / R11717C16: got 'PI0912203135'

## Warning: Expecting numeric in P11718 / R11718C16: got 'PI0912203137'

## Warning: Expecting numeric in P11719 / R11719C16: got 'PI0912203142'

## Warning: Expecting numeric in P11720 / R11720C16: got 'MA0912203149'

## Warning: Expecting numeric in P11721 / R11721C16: got 'PI1412203314'

## Warning: Expecting numeric in P11722 / R11722C16: got 'MA2112203574'

## Warning: Expecting numeric in P11723 / R11723C16: got 'MA2412203772'

## Warning: Expecting numeric in P11724 / R11724C16: got 'PI2812203818'

## Warning: Expecting numeric in P11725 / R11725C16: got 'PE1711215890'

## Warning: Expecting numeric in P11726 / R11726C16: got 'RJ2411113287'

## Warning: Expecting numeric in P11727 / R11727C16: got 'RS2911113289'

## Warning: Expecting numeric in P11728 / R11728C16: got 'MG0612113291'

## Warning: Expecting numeric in P11729 / R11729C16: got 'MG0612113293'

## Warning: Expecting numeric in P11730 / R11730C16: got 'MG0612113292'

## Warning: Expecting numeric in P11731 / R11731C16: got 'MA2910113082'

## Warning: Expecting numeric in P11732 / R11732C16: got 'BA2710113128'

## Warning: Expecting numeric in P11733 / R11733C16: got 'MA2910113085'

## Warning: Expecting numeric in P11734 / R11734C16: got 'CE2410113174'

## Warning: Expecting numeric in P11735 / R11735C16: got 'CE2410113177'

## Warning: Expecting numeric in P11736 / R11736C16: got 'MA2910113113'

## Warning: Expecting numeric in P11737 / R11737C16: got 'MA3110113116'

## Warning: Expecting numeric in P11738 / R11738C16: got 'BA1503190048'

## Warning: Expecting numeric in P11739 / R11739C16: got 'MA3110113031'

## Warning: Expecting numeric in P11740 / R11740C16: got 'PB0104113045'

## Warning: Expecting numeric in P11741 / R11741C16: got 'PB2910113071'

## Warning: Expecting numeric in P11742 / R11742C16: got 'PB0404113053'

## Warning: Expecting numeric in P11743 / R11743C16: got 'PB2803113136'

## Warning: Expecting numeric in P11744 / R11744C16: got 'PE0607113072'

## Warning: Expecting numeric in P11745 / R11745C16: got 'MG2610113039'

## Warning: Expecting numeric in P11746 / R11746C16: got 'AC2510113029'

## Warning: Expecting numeric in P11747 / R11747C16: got 'PR1608113144'

## Warning: Expecting numeric in P11748 / R11748C16: got 'RN2710113183'

## Warning: Expecting numeric in P11749 / R11749C16: got 'RN2810113057'

## Warning: Expecting numeric in P11750 / R11750C16: got 'RN3110113067'

## Warning: Expecting numeric in P11751 / R11751C16: got 'PB1004123833'

## Warning: Expecting numeric in P11752 / R11752C16: got 'PB1603123859'

## Warning: Expecting numeric in P11753 / R11753C16: got 'PB0903123825'

## Warning: Expecting numeric in P11754 / R11754C16: got 'PB0703123829'

## Warning: Expecting numeric in P11755 / R11755C16: got 'RN0904124484'

## Warning: Expecting numeric in P11756 / R11756C16: got 'MS2908113052'

## Warning: Expecting numeric in P11757 / R11757C16: got 'MS3110113054'

## Warning: Expecting numeric in P11758 / R11758C16: got 'CE0904123882'

## Warning: Expecting numeric in P11759 / R11759C16: got 'CE0904123824'

## Warning: Expecting numeric in P11760 / R11760C16: got 'RN2510113158'

## Warning: Expecting numeric in P11761 / R11761C16: got 'PB0803124877'

## Warning: Expecting numeric in P11762 / R11762C16: got 'MS1012096367'

## Warning: Expecting numeric in P11763 / R11763C16: got 'MS1012096369'

## Warning: Expecting numeric in P11764 / R11764C16: got 'AC1009101643'

## Warning: Expecting numeric in P11765 / R11765C16: got 'AC0809101724'

## Warning: Expecting numeric in P11766 / R11766C16: got 'MA1810101723'

## Warning: Expecting numeric in P11767 / R11767C16: got 'AM1509101747'

## Warning: Expecting numeric in P11768 / R11768C16: got 'PB2611096424'

## Warning: Expecting numeric in P11769 / R11769C16: got 'CE1609101871'

## Warning: Expecting numeric in P11770 / R11770C16: got 'PB2611096448'

## Warning: Expecting numeric in P11771 / R11771C16: got 'CE0809101896'

## Warning: Expecting numeric in P11772 / R11772C16: got 'MS1709101886'

## Warning: Expecting numeric in P11773 / R11773C16: got 'MA2711096268'

## Warning: Expecting numeric in P11774 / R11774C16: got 'MS1009101611'

## Warning: Expecting numeric in P11775 / R11775C16: got 'MS0309102077'

## Warning: Expecting numeric in P11776 / R11776C16: got 'MS0510101875'

## Warning: Expecting numeric in P11777 / R11777C16: got 'PB1810101951'

## Warning: Expecting numeric in P11778 / R11778C16: got 'PB1509101615'

## Warning: Expecting numeric in P11779 / R11779C16: got 'PB1509101853'

## Warning: Expecting numeric in P11780 / R11780C16: got 'PB1509101904'

## Warning: Expecting numeric in P11781 / R11781C16: got 'PB1409101840'

## Warning: Expecting numeric in P11782 / R11782C16: got 'PB1409101687'

## Warning: Expecting numeric in P11783 / R11783C16: got 'RN1509101945'

## Warning: Expecting numeric in P11784 / R11784C16: got 'PB1609101839'

## Warning: Expecting numeric in P11785 / R11785C16: got 'PB1609101698'

## Warning: Expecting numeric in P11786 / R11786C16: got 'PB0909101841'

## Warning: Expecting numeric in P11787 / R11787C16: got 'PB1609101877'

## Warning: Expecting numeric in P11788 / R11788C16: got 'PE2209101689'

## Warning: Expecting numeric in P11789 / R11789C16: got 'RN0109101844'

## Warning: Expecting numeric in P11790 / R11790C16: got 'RN2209101880'

## Warning: Expecting numeric in P11791 / R11791C16: got 'PE0205162394'

## Warning: Expecting numeric in P11792 / R11792C16: got 'TO1605170166'

## Warning: Expecting numeric in P11793 / R11793C16: got 'PR2910151949'

## Warning: Expecting numeric in P11794 / R11794C16: got 'PR2910151952'

## Warning: Expecting numeric in P11795 / R11795C16: got 'MS2710124677'

## Warning: Expecting numeric in P11796 / R11796C16: got 'MS2710124674'

## Warning: Expecting numeric in P11797 / R11797C16: got 'MS2810124682'

## Warning: Expecting numeric in P11798 / R11798C16: got 'AM2410124638'

## Warning: Expecting numeric in P11799 / R11799C16: got 'MS2810124688'

## Warning: Expecting numeric in P11800 / R11800C16: got 'GO0412152280'

## Warning: Expecting numeric in P11801 / R11801C16: got 'MS0412152281'

## Warning: Expecting numeric in P11802 / R11802C16: got 'SC2310124602'

## Warning: Expecting numeric in P11803 / R11803C16: got 'SE2610124671'

## Warning: Expecting numeric in P11804 / R11804C16: got 'PI1112152322'

## Warning: Expecting numeric in P11805 / R11805C16: got 'PR1112152327'

## Warning: Expecting numeric in P11806 / R11806C16: got 'PI1112152329'

## Warning: Expecting numeric in P11807 / R11807C16: got 'PA2510124658'

## Warning: Expecting numeric in P11808 / R11808C16: got 'RS1112152323'

## Warning: Expecting numeric in P11809 / R11809C16: got 'AM3011166233'

## Warning: Expecting numeric in P11810 / R11810C16: got 'CE3011166238'

## Warning: Expecting numeric in P11811 / R11811C16: got 'PA3011166253'

## Warning: Expecting numeric in P11812 / R11812C16: got 'PI3011166259'

## Warning: Expecting numeric in P11813 / R11813C16: got 'PI3011166260'

## Warning: Expecting numeric in P11814 / R11814C16: got 'PR3011166262'

## Warning: Expecting numeric in P11815 / R11815C16: got 'MG1107139788'

## Warning: Expecting numeric in P11816 / R11816C16: got 'PR0907139142'

## Warning: Expecting numeric in P11817 / R11817C16: got 'MG0907139134'

## Warning: Expecting numeric in P11818 / R11818C16: got 'RN0907139181'

## Warning: Expecting numeric in P11819 / R11819C16: got 'AM1107130058'

## Warning: Expecting numeric in P11820 / R11820C16: got 'MT1107130061'

## Warning: Expecting numeric in P11821 / R11821C16: got 'MT1107139631'

## Warning: Expecting numeric in P11822 / R11822C16: got 'GO1107139333'

## Warning: Expecting numeric in P11823 / R11823C16: got 'RR1107139577'

## Warning: Expecting numeric in P11824 / R11824C16: got 'RN1107139613'

## Warning: Expecting numeric in P11825 / R11825C16: got 'PR1107139378'

## Warning: Expecting numeric in P11826 / R11826C16: got 'PR1107139884'

## Warning: Expecting numeric in P11827 / R11827C16: got 'PR1107130028'

## Warning: Expecting numeric in P11828 / R11828C16: got 'PI1912192874'

## Warning: Expecting numeric in P11829 / R11829C16: got 'GO1107139957'

## Warning: Expecting numeric in P11830 / R11830C16: got 'AM1912192986'

## Warning: Expecting numeric in P11831 / R11831C16: got 'GO0412146343'

## Warning: Expecting numeric in P11832 / R11832C16: got 'GO0412146348'

## Warning: Expecting numeric in P11833 / R11833C16: got 'MS0412146346'

## Warning: Expecting numeric in P11834 / R11834C16: got 'PI1912193033'

## Warning: Expecting numeric in P11835 / R11835C16: got 'PI1912193039'

## Warning: Expecting numeric in P11836 / R11836C16: got 'PI2012193314'

## Warning: Expecting numeric in P11837 / R11837C16: got 'CE2012193326'

## Warning: Expecting numeric in P11838 / R11838C16: got 'GO2006180926'

## Warning: Expecting numeric in P11839 / R11839C16: got 'AM2012193398'

## Warning: Expecting numeric in P11840 / R11840C16: got 'GO1512203382'

## Warning: Expecting numeric in P11841 / R11841C16: got 'GO2012193505'

## Warning: Expecting numeric in P11842 / R11842C16: got 'CE1512203466'

## Warning: Expecting numeric in P11843 / R11843C16: got 'CE3011179567'

## Warning: Expecting numeric in P11844 / R11844C16: got 'GO3011179573'

## Warning: Expecting numeric in P11845 / R11845C16: got 'PR3011179628'

## Warning: Expecting numeric in P11846 / R11846C16: got 'AM3011177695'

## Warning: Expecting numeric in P11847 / R11847C16: got 'GO3011178279'

## Warning: Expecting numeric in P11848 / R11848C16: got 'GO3011179891'

## Warning: Expecting numeric in P11849 / R11849C16: got 'AM3011179773'

## Warning: Expecting numeric in P11850 / R11850C16: got 'AM3011179781'

## Warning: Expecting numeric in P11851 / R11851C16: got 'TO3011179897'

## Warning: Expecting numeric in P11852 / R11852C16: got 'RJ3011177914'

## Warning: Expecting numeric in P11853 / R11853C16: got 'PR3011177918'

## Warning: Expecting numeric in P11854 / R11854C16: got 'CE3011179792'

## Warning: Expecting numeric in P11855 / R11855C16: got 'GO3011179824'

## Warning: Expecting numeric in P11856 / R11856C16: got 'GO3011178112'

## Warning: Expecting numeric in P11857 / R11857C16: got 'PR3011177349'

## Warning: Expecting numeric in P11858 / R11858C16: got 'PR3011179975'

## Warning: Expecting numeric in P11859 / R11859C16: got 'CE3011179938'

## Warning: Expecting numeric in P11860 / R11860C16: got 'PI3011178259'

## Warning: Expecting numeric in P11861 / R11861C16: got 'PR3011177376'

## Warning: Expecting numeric in P11862 / R11862C16: got 'CE3011177990'

## Warning: Expecting numeric in P11863 / R11863C16: got 'GO3011178007'

## Warning: Expecting numeric in P11864 / R11864C16: got 'GO3011178011'

## Warning: Expecting numeric in P11865 / R11865C16: got 'MG3011179466'

## Warning: Expecting numeric in P11866 / R11866C16: got 'PR3011179844'

## Warning: Expecting numeric in P11867 / R11867C16: got 'GO3011179853'

## Warning: Expecting numeric in P11868 / R11868C16: got 'PR2911177198'

## Warning: Expecting numeric in P11869 / R11869C16: got 'PR3011178158'

## Warning: Expecting numeric in P11870 / R11870C16: got 'PR3011178176'

## Warning: Expecting numeric in P11871 / R11871C16: got 'AM3011178191'

## Warning: Expecting numeric in P11872 / R11872C16: got 'RJ3011171006'

## Warning: Expecting numeric in P11873 / R11873C16: got 'PI0112171021'

## Warning: Expecting numeric in P11874 / R11874C16: got 'CE3011171013'

## Warning: Expecting numeric in P11875 / R11875C16: got 'PI3011171015'

## Warning: Expecting numeric in P11876 / R11876C16: got 'CE2911177023'

## Warning: Expecting numeric in P11877 / R11877C16: got 'PA3011178846'

## Warning: Expecting numeric in P11878 / R11878C16: got 'GO3011178884'

## Warning: Expecting numeric in P11879 / R11879C16: got 'PR3011179280'

## Warning: Expecting numeric in P11880 / R11880C16: got 'CE3011179292'

## Warning: Expecting numeric in P11881 / R11881C16: got 'MS3011179855'

## Warning: Expecting numeric in P11882 / R11882C16: got 'CE2812171219'

## Warning: Expecting numeric in P11883 / R11883C16: got 'CE2812171220'

## Warning: Expecting numeric in P11884 / R11884C16: got 'CE2812171221'

## Warning: Expecting numeric in P11885 / R11885C16: got 'CE2812171222'

## Warning: Expecting numeric in P11886 / R11886C16: got 'BA2812171223'

## Warning: Expecting numeric in P11887 / R11887C16: got 'CE2812171228'

## Warning: Expecting numeric in P11888 / R11888C16: got 'MS0608124177'

## Warning: Expecting numeric in P11889 / R11889C16: got 'MA2503107402'

## Warning: Expecting numeric in P11890 / R11890C16: got 'MA2603107406'

## Warning: Expecting numeric in P11891 / R11891C16: got 'MA2603107407'

## Warning: Expecting numeric in P11892 / R11892C16: got 'SP2211166198'

## Warning: Expecting numeric in P11893 / R11893C16: got 'RS2911125078'

## Warning: Expecting numeric in P11894 / R11894C16: got 'PB0412125069'

## Warning: Expecting numeric in P11895 / R11895C16: got 'SP2709164667'

## Warning: Expecting numeric in P11896 / R11896C16: got 'CE2306067441'

## Warning: Expecting numeric in P11897 / R11897C16: got 'TO1409113439'

## Warning: Expecting numeric in P11898 / R11898C16: got 'SC1611113423'

## Warning: Expecting numeric in P11899 / R11899C16: got 'MA3011052796'

## Warning: Expecting numeric in P11900 / R11900C16: got 'RS2302113550'

## Warning: Expecting numeric in P11901 / R11901C16: got 'MS0203113593'

## Warning: Expecting numeric in P11902 / R11902C16: got 'MA1703113513'

## Warning: Expecting numeric in P11903 / R11903C16: got 'SP2208175635'

## Warning: Expecting numeric in P11904 / R11904C16: got 'SP2308175842'

## Warning: Expecting numeric in P11905 / R11905C16: got 'MT1612080515'

## Warning: Expecting numeric in P11906 / R11906C16: got 'SP1312130450'

## Warning: Expecting numeric in P11907 / R11907C16: got 'SC1312130440'

## Warning: Expecting numeric in P11908 / R11908C16: got 'PB1312130424'

## Warning: Expecting numeric in P11909 / R11909C16: got 'PI1312130428'

## Warning: Expecting numeric in P11910 / R11910C16: got 'SP1312130447'

## Warning: Expecting numeric in P11911 / R11911C16: got 'MG1312130418'

## Warning: Expecting numeric in P11912 / R11912C16: got 'PB1312130423'

## Warning: Expecting numeric in P11913 / R11913C16: got 'SC2912166583'

## Warning: Expecting numeric in P11914 / R11914C16: got 'SC1312130443'

## Warning: Expecting numeric in P11915 / R11915C16: got 'RS2312096688'

## Warning: Expecting numeric in P11916 / R11916C16: got 'SP1312130452'

## Warning: Expecting numeric in P11917 / R11917C16: got 'RS1312130438'

## Warning: Expecting numeric in P11918 / R11918C16: got 'SP1312130451'

## Warning: Expecting numeric in P11919 / R11919C16: got 'CE1312130415'

## Warning: Expecting numeric in P11920 / R11920C16: got 'SP3012166646'

## Warning: Expecting numeric in P11921 / R11921C16: got 'MT1312130421'

## Warning: Expecting numeric in P11922 / R11922C16: got 'PB3009096447'

## Warning: Expecting numeric in P11923 / R11923C16: got 'SP0612101930'

## Warning: Expecting numeric in P11924 / R11924C16: got 'RS2511113712'

## Warning: Expecting numeric in P11925 / R11925C16: got 'PB2610113713'

## Warning: Expecting numeric in P11926 / R11926C16: got 'PB1912113714'

## Warning: Expecting numeric in P11927 / R11927C16: got 'MS2308176261'

## Warning: Expecting numeric in P11928 / R11928C16: got 'PB0305101952'

## Warning: Expecting numeric in P11929 / R11929C16: got 'SC2404170164'

## Warning: Expecting numeric in P11930 / R11930C16: got 'ES3112166818'

## Warning: Expecting numeric in P11931 / R11931C16: got 'AP1501080735'

## Warning: Expecting numeric in P11932 / R11932C16: got 'SP2308176086'

## Warning: Expecting numeric in P11933 / R11933C16: got 'RS3006043610'

## Warning: Expecting numeric in P11934 / R11934C16: got 'PB2308176095'

## Warning: Expecting numeric in P11935 / R11935C16: got 'RO2308176330'

## Warning: Expecting numeric in P11936 / R11936C16: got 'SP2108175252'

## Warning: Expecting numeric in P11937 / R11937C16: got 'SP1808174991'

## Warning: Expecting numeric in P11938 / R11938C16: got 'PB2308175895'

## Warning: Expecting numeric in P11939 / R11939C16: got 'SE1608174782'

## Warning: Expecting numeric in P11940 / R11940C16: got 'SP2208175464'

## Warning: Expecting numeric in P11941 / R11941C16: got 'SP2108175261'

## Warning: Expecting numeric in P11942 / R11942C16: got 'PB1508174740'

## Warning: Expecting numeric in P11943 / R11943C16: got 'PB2208175568'

## Warning: Expecting numeric in P11944 / R11944C16: got 'SP1808174965'

## Warning: Expecting numeric in P11945 / R11945C16: got 'PA2308175985'

## Warning: Expecting numeric in P11946 / R11946C16: got 'SP2308176113'

## Warning: Expecting numeric in P11947 / R11947C16: got 'SP2308176199'

## Warning: Expecting numeric in P11948 / R11948C16: got 'PB2308176118'

## Warning: Expecting numeric in P11949 / R11949C16: got 'SP2108175316'

## Warning: Expecting numeric in P11950 / R11950C16: got 'PR1111052475'

## Warning: Expecting numeric in P11951 / R11951C16: got 'AP1901070960'

## Warning: Expecting numeric in P11952 / R11952C16: got 'PB1008174279'

## Warning: Expecting numeric in P11953 / R11953C16: got 'PB2308176111'

## Warning: Expecting numeric in P11954 / R11954C16: got 'RN2312130626'

## Warning: Expecting numeric in P11955 / R11955C16: got 'PB2804090231'

## Warning: Expecting numeric in P11956 / R11956C16: got 'PB3011178962'

## Warning: Expecting numeric in P11957 / R11957C16: got 'PB3011178953'

## Warning: Expecting numeric in P11958 / R11958C16: got 'PB0312170254'

## Warning: Expecting numeric in P11959 / R11959C16: got 'PB0312170237'

## Warning: Expecting numeric in P11960 / R11960C16: got 'PB0312170230'

## Warning: Expecting numeric in P11961 / R11961C16: got 'PB0312170251'

## Warning: Expecting numeric in P11962 / R11962C16: got 'PB0312170258'

## Warning: Expecting numeric in P11963 / R11963C16: got 'GO2911176801'

## Warning: Expecting numeric in P11964 / R11964C16: got 'PB1412170512'

## Warning: Expecting numeric in P11965 / R11965C16: got 'RJ1812170792'

## Warning: Expecting numeric in P11966 / R11966C16: got 'PB2012170897'

## Warning: Expecting numeric in P11967 / R11967C16: got 'PB2812171218'

## Warning: Expecting numeric in P11968 / R11968C16: got 'PB2812171227'

## Warning: Expecting numeric in P11969 / R11969C16: got 'MA1710025270'

## Warning: Expecting numeric in P11970 / R11970C16: got 'MA2306067663'

## Warning: Expecting numeric in P11971 / R11971C16: got 'MA2306067647'

## Warning: Expecting numeric in P11972 / R11972C16: got 'MA2306067684'

## Warning: Expecting numeric in P11973 / R11973C16: got 'MA2306067703'

## Warning: Expecting numeric in P11974 / R11974C16: got 'AL0204180013'

## Warning: Expecting numeric in P11975 / R11975C16: got 'CE0304180022'

## Warning: Expecting numeric in P11976 / R11976C16: got 'SP1505141514'

## Warning: Expecting numeric in P11977 / R11977C16: got 'CE1305089131'

## Warning: Expecting numeric in P11978 / R11978C16: got 'CE0304180038'

## Warning: Expecting numeric in P11979 / R11979C16: got 'PE0406096488'

## Warning: Expecting numeric in P11980 / R11980C16: got 'CE0304180047'

## Warning: Expecting numeric in P11981 / R11981C16: got 'CE0304180048'

## Warning: Expecting numeric in P11982 / R11982C16: got 'MA2105096260'

## Warning: Expecting numeric in P11983 / R11983C16: got 'GO0304180057'

## Warning: Expecting numeric in P11984 / R11984C16: got 'MT1405141232'

## Warning: Expecting numeric in P11985 / R11985C16: got 'GO0405162474'

## Warning: Expecting numeric in P11986 / R11986C16: got 'SP1408150071'

## Warning: Expecting numeric in P11987 / R11987C16: got 'MA0405162475'

## Warning: Expecting numeric in P11988 / R11988C16: got 'PB2911130318'

## Warning: Expecting numeric in P11989 / R11989C16: got 'MA1710070954'

## Warning: Expecting numeric in P11990 / R11990C16: got 'MA2911055345'

## Warning: Expecting numeric in P11991 / R11991C16: got 'MA3011055305'

## Warning: Expecting numeric in P11992 / R11992C16: got 'PI0304180087'

## Warning: Expecting numeric in P11993 / R11993C16: got 'AM2205170361'

## Warning: Expecting numeric in P11994 / R11994C16: got 'MA0807096246'

## Warning: Expecting numeric in P11995 / R11995C16: got 'MA0304180097'

## Warning: Expecting numeric in P11996 / R11996C16: got 'MA1709108737'

## Warning: Expecting numeric in P11997 / R11997C16: got 'ES2306044330'

## Warning: Expecting numeric in P11998 / R11998C16: got 'MA0304180113'

## Warning: Expecting numeric in P11999 / R11999C16: got 'PA1905170169'

## Warning: Expecting numeric in P12000 / R12000C16: got 'MA2805096257'

## Warning: Expecting numeric in P12001 / R12001C16: got 'MA2605081401'

## Warning: Expecting numeric in P12002 / R12002C16: got 'PB0304180119'

## Warning: Expecting numeric in P12003 / R12003C16: got 'CE0304180124'

## Warning: Expecting numeric in P12004 / R12004C16: got 'PB0304180125'

## Warning: Expecting numeric in P12005 / R12005C16: got 'MA0304180126'

## Warning: Expecting numeric in P12006 / R12006C16: got 'PB0304180127'

## Warning: Expecting numeric in P12007 / R12007C16: got 'MA1709108807'

## Warning: Expecting numeric in P12008 / R12008C16: got 'MA1709108690'

## Warning: Expecting numeric in P12009 / R12009C16: got 'MA0304180134'

## Warning: Expecting numeric in P12010 / R12010C16: got 'AP2306067264'

## Warning: Expecting numeric in P12011 / R12011C16: got 'MA0304180139'

## Warning: Expecting numeric in P12012 / R12012C16: got 'AP2306067265'

## Warning: Expecting numeric in P12013 / R12013C16: got 'BA0304180143'

## Warning: Expecting numeric in P12014 / R12014C16: got 'SC0405162522'

## Warning: Expecting numeric in P12015 / R12015C16: got 'MA1408150078'

## Warning: Expecting numeric in P12016 / R12016C16: got 'PB0304180157'

## Warning: Expecting numeric in P12017 / R12017C16: got 'CE0304180158'

## Warning: Expecting numeric in P12018 / R12018C16: got 'MA0304180159'

## Warning: Expecting numeric in P12019 / R12019C16: got 'MA1408150075'

## Warning: Expecting numeric in P12020 / R12020C16: got 'SP0304180166'

## Warning: Expecting numeric in P12021 / R12021C16: got 'ES0104113226'

## Warning: Expecting numeric in P12022 / R12022C16: got 'ES0305113227'

## Warning: Expecting numeric in P12023 / R12023C16: got 'SP0808174218'

## Warning: Expecting numeric in P12024 / R12024C16: got 'MT0609113230'

## Warning: Expecting numeric in P12025 / R12025C16: got 'MA0304180175'

## Warning: Expecting numeric in P12026 / R12026C16: got 'PB1709108756'

## Warning: Expecting numeric in P12027 / R12027C16: got 'BA0304180185'

## Warning: Expecting numeric in P12028 / R12028C16: got 'MG0304180192'

## Warning: Expecting numeric in P12029 / R12029C16: got 'MA2306067676'

## Warning: Expecting numeric in P12030 / R12030C16: got 'PB0304180223'

## Warning: Expecting numeric in P12031 / R12031C16: got 'BA0304180227'

## Warning: Expecting numeric in P12032 / R12032C16: got 'AL0304180228'

## Warning: Expecting numeric in P12033 / R12033C16: got 'AL0304180232'

## Warning: Expecting numeric in P12034 / R12034C16: got 'PB2209096449'

## Warning: Expecting numeric in P12035 / R12035C16: got 'AM2306067255'

## Warning: Expecting numeric in P12036 / R12036C16: got 'MA2605096249'

## Warning: Expecting numeric in P12037 / R12037C16: got 'MS1008174345'

## Warning: Expecting numeric in P12038 / R12038C16: got 'ES1008174347'

## Warning: Expecting numeric in P12039 / R12039C16: got 'MA2710052680'

## Warning: Expecting numeric in P12040 / R12040C16: got 'MA0712055915'

## Warning: Expecting numeric in P12041 / R12041C16: got 'MA3011052881'

## Warning: Expecting numeric in P12042 / R12042C16: got 'MA2211054173'

## Warning: Expecting numeric in P12043 / R12043C16: got 'CE3012072753'

## Warning: Expecting numeric in P12044 / R12044C16: got 'MA1512031500'

## Warning: Expecting numeric in P12045 / R12045C16: got 'AP1807069126'

## Warning: Expecting numeric in P12046 / R12046C16: got 'MA1512031800'

## Warning: Expecting numeric in P12047 / R12047C16: got 'ES3004088848'

## Warning: Expecting numeric in P12048 / R12048C16: got 'MA1012033820'

## Warning: Expecting numeric in P12049 / R12049C16: got 'MA1212033710'

## Warning: Expecting numeric in P12050 / R12050C16: got 'AP1807069139'

## Warning: Expecting numeric in P12051 / R12051C16: got 'AP1807069134'

## Warning: Expecting numeric in P12052 / R12052C16: got 'AP1807069142'

## Warning: Expecting numeric in P12053 / R12053C16: got 'PE2710021900'

## Warning: Expecting numeric in P12054 / R12054C16: got 'CE2306067403'

## Warning: Expecting numeric in P12055 / R12055C16: got 'MA2911075789'

## Warning: Expecting numeric in P12056 / R12056C16: got 'MA3011072100'

## Warning: Expecting numeric in P12057 / R12057C16: got 'PB2212166406'

## Warning: Expecting numeric in P12058 / R12058C16: got 'AP1711044885'

## Warning: Expecting numeric in P12059 / R12059C16: got 'MA2111113314'

## Warning: Expecting numeric in P12060 / R12060C16: got 'MA2111113318'

## Warning: Expecting numeric in P12061 / R12061C16: got 'AL0404180628'

## Warning: Expecting numeric in P12062 / R12062C16: got 'MG0604180656'

## Warning: Expecting numeric in P12063 / R12063C16: got 'RJ0604180666'

## Warning: Expecting numeric in P12064 / R12064C16: got 'SP1904180730'

## Warning: Expecting numeric in P12065 / R12065C16: got 'MA2704180741'

## Warning: Expecting numeric in P12066 / R12066C16: got 'MA1807069218'

## Warning: Expecting numeric in P12067 / R12067C16: got 'MA1807069231'

## Warning: Expecting numeric in P12068 / R12068C16: got 'MA0412075472'

## Warning: Expecting numeric in P12069 / R12069C16: got 'BA1605180794'

## Warning: Expecting numeric in P12070 / R12070C16: got 'MA2606046700'

## Warning: Expecting numeric in P12071 / R12071C16: got 'PI2205180814'

## Warning: Expecting numeric in P12072 / R12072C16: got 'MA2505180820'

## Warning: Expecting numeric in P12073 / R12073C16: got 'MA0412071546'

## Warning: Expecting numeric in P12074 / R12074C16: got 'PE1202042911'

## Warning: Expecting numeric in P12075 / R12075C16: got 'MA2711077541'

## Warning: Expecting numeric in P12076 / R12076C16: got 'AP3012073828'

## Warning: Expecting numeric in P12077 / R12077C16: got 'PI0106180835'

## Warning: Expecting numeric in P12078 / R12078C16: got 'MA3011051733'

## Warning: Expecting numeric in P12079 / R12079C16: got 'MA0405063206'

## Warning: Expecting numeric in P12080 / R12080C16: got 'MA2212038830'

## Warning: Expecting numeric in P12081 / R12081C16: got 'MA2811075398'

## Warning: Expecting numeric in P12082 / R12082C16: got 'MA0801083860'

## Warning: Expecting numeric in P12083 / R12083C16: got 'MA2706180938'

## Warning: Expecting numeric in P12084 / R12084C16: got 'PB0507180956'

## Warning: Expecting numeric in P12085 / R12085C16: got 'AM0104052160'

## Warning: Expecting numeric in P12086 / R12086C16: got 'AP2311041562'

## Warning: Expecting numeric in P12087 / R12087C16: got 'MA0402042370'

## Warning: Expecting numeric in P12088 / R12088C16: got 'DF3012043930'

## Warning: Expecting numeric in P12089 / R12089C16: got 'PI0108181003'

## Warning: Expecting numeric in P12090 / R12090C16: got 'CE0108181012'

## Warning: Expecting numeric in P12091 / R12091C16: got 'AP1003044620'

## Warning: Expecting numeric in P12092 / R12092C16: got 'CE2510025440'

## Warning: Expecting numeric in P12093 / R12093C16: got 'MA3006053020'

## Warning: Expecting numeric in P12094 / R12094C16: got 'MA1406053703'

## Warning: Expecting numeric in P12095 / R12095C16: got 'MA1901042080'

## Warning: Expecting numeric in P12096 / R12096C16: got 'MA0202046220'

## Warning: Expecting numeric in P12097 / R12097C16: got 'MA1607051421'

## Warning: Expecting numeric in P12098 / R12098C16: got 'MA2612076288'

## Warning: Expecting numeric in P12099 / R12099C16: got 'MA2701042510'

## Warning: Expecting numeric in P12100 / R12100C16: got 'MA2911073077'

## Warning: Expecting numeric in P12101 / R12101C16: got 'CE3112075875'

## Warning: Expecting numeric in P12102 / R12102C16: got 'MA2307021044'

## Warning: Expecting numeric in P12103 / R12103C16: got 'PB1501044461'

## Warning: Expecting numeric in P12104 / R12104C16: got 'AP1912079615'

## Warning: Expecting numeric in P12105 / R12105C16: got 'MS1412075268'

## Warning: Expecting numeric in P12106 / R12106C16: got 'MA1807069262'

## Warning: Expecting numeric in P12107 / R12107C16: got 'MA2506045380'

## Warning: Expecting numeric in P12108 / R12108C16: got 'MA2606049640'

## Warning: Expecting numeric in P12109 / R12109C16: got 'PB0401081008'

## Warning: Expecting numeric in P12110 / R12110C16: got 'MA3110025760'

## Warning: Expecting numeric in P12111 / R12111C16: got 'MA2307021520'

## Warning: Expecting numeric in P12112 / R12112C16: got 'MA0601052682'

## Warning: Expecting numeric in P12113 / R12113C16: got 'MA1803055320'

## Warning: Expecting numeric in P12114 / R12114C16: got 'MA2911055137'

## Warning: Expecting numeric in P12115 / R12115C16: got 'MA2911055692'

## Warning: Expecting numeric in P12116 / R12116C16: got 'MA1207043730'

## Warning: Expecting numeric in P12117 / R12117C16: got 'MA1807069326'

## Warning: Expecting numeric in P12118 / R12118C16: got 'MA1807069285'

## Warning: Expecting numeric in P12119 / R12119C16: got 'AM0212170143'

## Warning: Expecting numeric in P12120 / R12120C16: got 'AM0212170145'

## Warning: Expecting numeric in P12121 / R12121C16: got 'MA1807069798'

## Warning: Expecting numeric in P12122 / R12122C16: got 'MA0507067679'

## Warning: Expecting numeric in P12123 / R12123C16: got 'MA0507067680'

## Warning: Expecting numeric in P12124 / R12124C16: got 'MA2111055384'

## Warning: Expecting numeric in P12125 / R12125C16: got 'MA2911054580'

## Warning: Expecting numeric in P12126 / R12126C16: got 'MA1811055480'

## Warning: Expecting numeric in P12127 / R12127C16: got 'MA2401052930'

## Warning: Expecting numeric in P12128 / R12128C16: got 'PB0312170245'

## Warning: Expecting numeric in P12129 / R12129C16: got 'PB0507067921'

## Warning: Expecting numeric in P12130 / R12130C16: got 'PB0512182252'

## Warning: Expecting numeric in P12131 / R12131C16: got 'PB0507067947'

## Warning: Expecting numeric in P12132 / R12132C16: got 'CE0512182257'

## Warning: Expecting numeric in P12133 / R12133C16: got 'PB0512182259'

## Warning: Expecting numeric in P12134 / R12134C16: got 'DF0807055037'

## Warning: Expecting numeric in P12135 / R12135C16: got 'PB0612182299'

## Warning: Expecting numeric in P12136 / R12136C16: got 'DF2710057380'

## Warning: Expecting numeric in P12137 / R12137C16: got 'PI1812182351'

## Warning: Expecting numeric in P12138 / R12138C16: got 'MG1812182368'

## Warning: Expecting numeric in P12139 / R12139C16: got 'MA3011051413'

## Warning: Expecting numeric in P12140 / R12140C16: got 'MT1912182413'

## Warning: Expecting numeric in P12141 / R12141C16: got 'MG1312057351'

## Warning: Expecting numeric in P12142 / R12142C16: got 'MA3011054397'

## Warning: Expecting numeric in P12143 / R12143C16: got 'BA0312050860'

## Warning: Expecting numeric in P12144 / R12144C16: got 'PI2012182540'

## Warning: Expecting numeric in P12145 / R12145C16: got 'MA0512054492'

## Warning: Expecting numeric in P12146 / R12146C16: got 'MA2311061408'

## Warning: Expecting numeric in P12147 / R12147C16: got 'MA3101062182'

## Warning: Expecting numeric in P12148 / R12148C16: got 'MA0106060050'

## Warning: Expecting numeric in P12149 / R12149C16: got 'AM0106066247'

## Warning: Expecting numeric in P12150 / R12150C16: got 'CE1901070981'

## Warning: Expecting numeric in P12151 / R12151C16: got 'MA1101061548'

## Warning: Expecting numeric in P12152 / R12152C16: got 'PI1901071130'

## Warning: Expecting numeric in P12153 / R12153C16: got 'PA1901071066'

## Warning: Expecting numeric in P12154 / R12154C16: got 'AM0112170115'

## Warning: Expecting numeric in P12155 / R12155C16: got 'AM0212170142'

## Warning: Expecting numeric in P12156 / R12156C16: got 'BA1512170604'

## Warning: Expecting numeric in P12157 / R12157C16: got 'BA1812170763'

## Warning: Expecting numeric in P12158 / R12158C16: got 'AL2212170986'

## Warning: Expecting numeric in P12159 / R12159C16: got 'MA2106123779'

## Warning: Expecting numeric in P12160 / R12160C16: got 'PB0811130281'

## Warning: Expecting numeric in P12161 / R12161C16: got 'MA2911130321'

## Warning: Expecting numeric in P12162 / R12162C16: got 'PB0811130286'

## Warning: Expecting numeric in P12163 / R12163C16: got 'PB1410130151'

## Warning: Expecting numeric in P12164 / R12164C16: got 'RS1012130376'

## Warning: Expecting numeric in P12165 / R12165C16: got 'PB2911130317'

## Warning: Expecting numeric in P12166 / R12166C16: got 'PB1410130153'

## Warning: Expecting numeric in P12167 / R12167C16: got 'MT1312130406'

## Warning: Expecting numeric in P12168 / R12168C16: got 'CE1507111327'

## Warning: Expecting numeric in P12169 / R12169C16: got 'AC0504138686'

## Warning: Expecting numeric in P12170 / R12170C16: got 'CE2502105626'

## Warning: Expecting numeric in P12171 / R12171C16: got 'AL0612074909'

## Warning: Expecting numeric in P12172 / R12172C16: got 'CE0803105712'

## Warning: Expecting numeric in P12173 / R12173C16: got 'PB2012125138'

## Warning: Expecting numeric in P12174 / R12174C16: got 'AP1407116319'

## Warning: Expecting numeric in P12175 / R12175C16: got 'AP0712077329'

## Warning: Expecting numeric in P12176 / R12176C16: got 'CE1704089321'

## Warning: Expecting numeric in P12177 / R12177C16: got 'MA1407117139'

## Warning: Expecting numeric in P12178 / R12178C16: got 'ES1507110709'

## Warning: Expecting numeric in P12179 / R12179C16: got 'AP1507111226'

## Warning: Expecting numeric in P12180 / R12180C16: got 'PA1307114977'

## Warning: Expecting numeric in P12181 / R12181C16: got 'MA0404137053'

## Warning: Expecting numeric in P12182 / R12182C16: got 'MA0504137405'

## Warning: Expecting numeric in P12183 / R12183C16: got 'MA0504137458'

## Warning: Expecting numeric in P12184 / R12184C16: got 'MA0504137496'

## Warning: Expecting numeric in P12185 / R12185C16: got 'MA0504137539'

## Warning: Expecting numeric in P12186 / R12186C16: got 'PA1407115716'

## Warning: Expecting numeric in P12187 / R12187C16: got 'MA0504137655'

## Warning: Expecting numeric in P12188 / R12188C16: got 'ES2911079494'

## Warning: Expecting numeric in P12189 / R12189C16: got 'MA0504138175'

## Warning: Expecting numeric in P12190 / R12190C16: got 'MA0504138317'

## Warning: Expecting numeric in P12191 / R12191C16: got 'MA0504138960'

## Warning: Expecting numeric in P12192 / R12192C16: got 'PB2811071286'

## Warning: Expecting numeric in P12193 / R12193C16: got 'MA2503135549'

## Warning: Expecting numeric in P12194 / R12194C16: got 'PA1307115034'

## Warning: Expecting numeric in P12195 / R12195C16: got 'MG1303135339'

## Warning: Expecting numeric in P12196 / R12196C16: got 'PA1307114923'

## Warning: Expecting numeric in P12197 / R12197C16: got 'CE2206107484'

## Warning: Expecting numeric in P12198 / R12198C16: got 'CE2911073870'

## Warning: Expecting numeric in P12199 / R12199C16: got 'PA1307114961'

## Warning: Expecting numeric in P12200 / R12200C16: got 'PA0304136528'

## Warning: Expecting numeric in P12201 / R12201C16: got 'PA1307115055'

## Warning: Expecting numeric in P12202 / R12202C16: got 'PA0404136620'

## Warning: Expecting numeric in P12203 / R12203C16: got 'PA0404137177'

## Warning: Expecting numeric in P12204 / R12204C16: got 'MA2204090188'

## Warning: Expecting numeric in P12205 / R12205C16: got 'PA1307114998'

## Warning: Expecting numeric in P12206 / R12206C16: got 'MT1007112962'

## Warning: Expecting numeric in P12207 / R12207C16: got 'CE3011078868'

## Warning: Expecting numeric in P12208 / R12208C16: got 'ES0312094719'

## Warning: Expecting numeric in P12209 / R12209C16: got 'PA0504137477'

## Warning: Expecting numeric in P12210 / R12210C16: got 'MA2705092075'

## Warning: Expecting numeric in P12211 / R12211C16: got 'PA1307115108'

## Warning: Expecting numeric in P12212 / R12212C16: got 'PA0504137632'

## Warning: Expecting numeric in P12213 / R12213C16: got 'RS1407115227'

## Warning: Expecting numeric in P12214 / R12214C16: got 'MA0805091708'

## Warning: Expecting numeric in P12215 / R12215C16: got 'MT2311073114'

## Warning: Expecting numeric in P12216 / R12216C16: got 'PA0504138395'

## Warning: Expecting numeric in P12217 / R12217C16: got 'PA0504138439'

## Warning: Expecting numeric in P12218 / R12218C16: got 'PB3011070958'

## Warning: Expecting numeric in P12219 / R12219C16: got 'MA0805091141'

## Warning: Expecting numeric in P12220 / R12220C16: got 'RS2207107627'

## Warning: Expecting numeric in P12221 / R12221C16: got 'CE3011074593'

## Warning: Expecting numeric in P12222 / R12222C16: got 'ES1407117430'

## Warning: Expecting numeric in P12223 / R12223C16: got 'RS1507118060'

## Warning: Expecting numeric in P12224 / R12224C16: got 'MA0505090448'

## Warning: Expecting numeric in P12225 / R12225C16: got 'RS1507119958'

## Warning: Expecting numeric in P12226 / R12226C16: got 'AM1507112750'

## Warning: Expecting numeric in P12227 / R12227C16: got 'PA3003135888'

## Warning: Expecting numeric in P12228 / R12228C16: got 'MT1507112790'

## Warning: Expecting numeric in P12229 / R12229C16: got 'RS1407116740'

## Warning: Expecting numeric in P12230 / R12230C16: got 'MT2611070262'

## Warning: Expecting numeric in P12231 / R12231C16: got 'CE3011077990'

## Warning: Expecting numeric in P12232 / R12232C16: got 'RS1507119659'

## Warning: Expecting numeric in P12233 / R12233C16: got 'MG1507110343'

## Warning: Expecting numeric in P12234 / R12234C16: got 'RS1507112264'

## Warning: Expecting numeric in P12235 / R12235C16: got 'RS1507112096'

## Warning: Expecting numeric in P12236 / R12236C16: got 'RS1507110221'

## Warning: Expecting numeric in P12237 / R12237C16: got 'RS1507110158'

## Warning: Expecting numeric in P12238 / R12238C16: got 'RS1307115147'

## Warning: Expecting numeric in P12239 / R12239C16: got 'ES0705090914'

## Warning: Expecting numeric in P12240 / R12240C16: got 'ES0805091751'

## Warning: Expecting numeric in P12241 / R12241C16: got 'RS1507110506'

## Warning: Expecting numeric in P12242 / R12242C16: got 'RS1507119535'

## Warning: Expecting numeric in P12243 / R12243C16: got 'PE0504138979'

## Warning: Expecting numeric in P12244 / R12244C16: got 'PE0504139013'

## Warning: Expecting numeric in P12245 / R12245C16: got 'PI0504137346'

## Warning: Expecting numeric in P12246 / R12246C16: got 'PI0504138103'

## Warning: Expecting numeric in P12247 / R12247C16: got 'CE2504082532'

## Warning: Expecting numeric in P12248 / R12248C16: got 'PI1403135362'

## Warning: Expecting numeric in P12249 / R12249C16: got 'PI1503135368'

## Warning: Expecting numeric in P12250 / R12250C16: got 'PI2303135522'

## Warning: Expecting numeric in P12251 / R12251C16: got 'PI2503135546'

## Warning: Expecting numeric in P12252 / R12252C16: got 'PI2503135550'

## Warning: Expecting numeric in P12253 / R12253C16: got 'MT1307115174'

## Warning: Expecting numeric in P12254 / R12254C16: got 'PI2702135234'

## Warning: Expecting numeric in P12255 / R12255C16: got 'RS2911074625'

## Warning: Expecting numeric in P12256 / R12256C16: got 'PI2803135828'

## Warning: Expecting numeric in P12257 / R12257C16: got 'ES1407116870'

## Warning: Expecting numeric in P12258 / R12258C16: got 'PR2803135830'

## Warning: Expecting numeric in P12259 / R12259C16: got 'ES1207113988'

## Warning: Expecting numeric in P12260 / R12260C16: got 'RO0404136797'

## Warning: Expecting numeric in P12261 / R12261C16: got 'MT1507112841'

## Warning: Expecting numeric in P12262 / R12262C16: got 'RS0104136001'

## Warning: Expecting numeric in P12263 / R12263C16: got 'RS0104136006'

## Warning: Expecting numeric in P12264 / R12264C16: got 'RS0204136034'

## Warning: Expecting numeric in P12265 / R12265C16: got 'RS2703135750'

## Warning: Expecting numeric in P12266 / R12266C16: got 'SE0504138254'

## Warning: Expecting numeric in P12267 / R12267C16: got 'SP0204136200'

## Warning: Expecting numeric in P12268 / R12268C16: got 'MA0805091679'

## Warning: Expecting numeric in P12269 / R12269C16: got 'AC1307114475'

## Warning: Expecting numeric in P12270 / R12270C16: got 'AC1307114445'

## Warning: Expecting numeric in P12271 / R12271C16: got 'CE0204136114'

## Warning: Expecting numeric in P12272 / R12272C16: got 'CE0304136392'

## Warning: Expecting numeric in P12273 / R12273C16: got 'PR2605107284'

## Warning: Expecting numeric in P12274 / R12274C16: got 'CE0404136573'

## Warning: Expecting numeric in P12275 / R12275C16: got 'MA1107092504'

## Warning: Expecting numeric in P12276 / R12276C16: got 'MA2605107289'

## Warning: Expecting numeric in P12277 / R12277C16: got 'MA1006092180'

## Warning: Expecting numeric in P12278 / R12278C16: got 'CE0404136660'

## Warning: Expecting numeric in P12279 / R12279C16: got 'CE0404137075'

## Warning: Expecting numeric in P12280 / R12280C16: got 'CE0404137119'

## Warning: Expecting numeric in P12281 / R12281C16: got 'SC1507118386'

## Warning: Expecting numeric in P12282 / R12282C16: got 'MA1409093197'

## Warning: Expecting numeric in P12283 / R12283C16: got 'MG2603135623'

## Warning: Expecting numeric in P12284 / R12284C16: got 'SP0907112939'

## Warning: Expecting numeric in P12285 / R12285C16: got 'PB2711074328'

## Warning: Expecting numeric in P12286 / R12286C16: got 'PB1507110166'

## Warning: Expecting numeric in P12287 / R12287C16: got 'MA2403105950'

## Warning: Expecting numeric in P12288 / R12288C16: got 'CE1507112864'

## Warning: Expecting numeric in P12289 / R12289C16: got 'PB2811071580'

## Warning: Expecting numeric in P12290 / R12290C16: got 'RN1507112844'

## Warning: Expecting numeric in P12291 / R12291C16: got 'SC1407115248'

## Warning: Expecting numeric in P12292 / R12292C16: got 'PA1507119734'

## Warning: Expecting numeric in P12293 / R12293C16: got 'SC1307114812'

## Warning: Expecting numeric in P12294 / R12294C16: got 'PB2811077356'

## Warning: Expecting numeric in P12295 / R12295C16: got 'CE1207113935'

## Warning: Expecting numeric in P12296 / R12296C16: got 'PR0404136970'

## Warning: Expecting numeric in P12297 / R12297C16: got 'PR0404136984'

## Warning: Expecting numeric in P12298 / R12298C16: got 'CE2803135833'

## Warning: Expecting numeric in P12299 / R12299C16: got 'AM1404081553'

## Warning: Expecting numeric in P12300 / R12300C16: got 'CE2803135854'

## Warning: Expecting numeric in P12301 / R12301C16: got 'CE3003135887'

## Warning: Expecting numeric in P12302 / R12302C16: got 'ES0404137136'

## Warning: Expecting numeric in P12303 / R12303C16: got 'ES0504137957'

## Warning: Expecting numeric in P12304 / R12304C16: got 'ES0504138014'

## Warning: Expecting numeric in P12305 / R12305C16: got 'ES0504138464'

## Warning: Expecting numeric in P12306 / R12306C16: got 'PB0711124730'

## Warning: Expecting numeric in P12307 / R12307C16: got 'CE0611124696'

## Warning: Expecting numeric in P12308 / R12308C16: got 'MG0304136401'

## Warning: Expecting numeric in P12309 / R12309C16: got 'RN0811124753'

## Warning: Expecting numeric in P12310 / R12310C16: got 'MG0404136716'

## Warning: Expecting numeric in P12311 / R12311C16: got 'MG0404136763'

## Warning: Expecting numeric in P12312 / R12312C16: got 'MG0404136965'

## Warning: Expecting numeric in P12313 / R12313C16: got 'PR2811078359'

## Warning: Expecting numeric in P12314 / R12314C16: got 'AL0304136536'

## Warning: Expecting numeric in P12315 / R12315C16: got 'PI0104135930'

## Warning: Expecting numeric in P12316 / R12316C16: got 'PI0204136107'

## Warning: Expecting numeric in P12317 / R12317C16: got 'PI1803135393'

## Warning: Expecting numeric in P12318 / R12318C16: got 'MT0404137035'

## Warning: Expecting numeric in P12319 / R12319C16: got 'MT0404137197'

## Warning: Expecting numeric in P12320 / R12320C16: got 'RN0811124754'

## Warning: Expecting numeric in P12321 / R12321C16: got 'MT0504138712'

## Warning: Expecting numeric in P12322 / R12322C16: got 'RR0504137647'

## Warning: Expecting numeric in P12323 / R12323C16: got 'RN1311124777'

## Warning: Expecting numeric in P12324 / R12324C16: got 'RN1311124778'

## Warning: Expecting numeric in P12325 / R12325C16: got 'RN1311124779'

## Warning: Expecting numeric in P12326 / R12326C16: got 'SC0504138484'

## Warning: Expecting numeric in P12327 / R12327C16: got 'PI1103135310'

## Warning: Expecting numeric in P12328 / R12328C16: got 'RN2603135632'

## Warning: Expecting numeric in P12329 / R12329C16: got 'SP0404137102'

## Warning: Expecting numeric in P12330 / R12330C16: got 'SP0504137583'

## Warning: Expecting numeric in P12331 / R12331C16: got 'SP0504137688'

## Warning: Expecting numeric in P12332 / R12332C16: got 'SP0504138209'

## Warning: Expecting numeric in P12333 / R12333C16: got 'SP2406092314'

## Warning: Expecting numeric in P12334 / R12334C16: got 'PB2110093862'

## Warning: Expecting numeric in P12335 / R12335C16: got 'AP1507118926'

## Warning: Expecting numeric in P12336 / R12336C16: got 'MA2303135526'

## Warning: Expecting numeric in P12337 / R12337C16: got 'AP1507118922'

## Warning: Expecting numeric in P12338 / R12338C16: got 'MA1507112213'

## Warning: Expecting numeric in P12339 / R12339C16: got 'RJ0504137588'

## Warning: Expecting numeric in P12340 / R12340C16: got 'PR0504137474'

## Warning: Expecting numeric in P12341 / R12341C16: got 'PR0504137579'

## Warning: Expecting numeric in P12342 / R12342C16: got 'PR0504137587'

## Warning: Expecting numeric in P12343 / R12343C16: got 'RS1507111390'

## Warning: Expecting numeric in P12344 / R12344C16: got 'MG0504137488'

## Warning: Expecting numeric in P12345 / R12345C16: got 'RS0304136270'

## Warning: Expecting numeric in P12346 / R12346C16: got 'RS0304136461'

## Warning: Expecting numeric in P12347 / R12347C16: got 'PE1011094185'

## Warning: Expecting numeric in P12348 / R12348C16: got 'RS0404136628'

## Warning: Expecting numeric in P12349 / R12349C16: got 'RS0404136772'

## Warning: Expecting numeric in P12350 / R12350C16: got 'RS0404136806'

## Warning: Expecting numeric in P12351 / R12351C16: got 'RS0404136855'

## Warning: Expecting numeric in P12352 / R12352C16: got 'RS0404136957'

## Warning: Expecting numeric in P12353 / R12353C16: got 'RS0404136998'

## Warning: Expecting numeric in P12354 / R12354C16: got 'RS0504137437'

## Warning: Expecting numeric in P12355 / R12355C16: got 'RS0504138146'

## Warning: Expecting numeric in P12356 / R12356C16: got 'RS0504138249'

## Warning: Expecting numeric in P12357 / R12357C16: got 'RS0504138428'

## Warning: Expecting numeric in P12358 / R12358C16: got 'RS0504138528'

## Warning: Expecting numeric in P12359 / R12359C16: got 'MG0504138113'

## Warning: Expecting numeric in P12360 / R12360C16: got 'MG0504138244'

## Warning: Expecting numeric in P12361 / R12361C16: got 'MG0504138435'

## Warning: Expecting numeric in P12362 / R12362C16: got 'BA0504137864'

## Warning: Expecting numeric in P12363 / R12363C16: got 'PB0504137614'

## Warning: Expecting numeric in P12364 / R12364C16: got 'PB0504137898'

## Warning: Expecting numeric in P12365 / R12365C16: got 'PB0504138000'

## Warning: Expecting numeric in P12366 / R12366C16: got 'MA2509093404'

## Warning: Expecting numeric in P12367 / R12367C16: got 'PB0504138551'

## Warning: Expecting numeric in P12368 / R12368C16: got 'PB0504138618'

## Warning: Expecting numeric in P12369 / R12369C16: got 'PB0504138677'

## Warning: Expecting numeric in P12370 / R12370C16: got 'PB0504138861'

## Warning: Expecting numeric in P12371 / R12371C16: got 'PB0504138922'

## Warning: Expecting numeric in P12372 / R12372C16: got 'CE0504137634'

## Warning: Expecting numeric in P12373 / R12373C16: got 'CE0504137855'

## Warning: Expecting numeric in P12374 / R12374C16: got 'CE0504137859'

## Warning: Expecting numeric in P12375 / R12375C16: got 'CE0504138109'

## Warning: Expecting numeric in P12376 / R12376C16: got 'CE0504138215'

## Warning: Expecting numeric in P12377 / R12377C16: got 'CE0504138225'

## Warning: Expecting numeric in P12378 / R12378C16: got 'CE0504138591'

## Warning: Expecting numeric in P12379 / R12379C16: got 'CE0504138663'

## Warning: Expecting numeric in P12380 / R12380C16: got 'CE0504138758'

## Warning: Expecting numeric in P12381 / R12381C16: got 'CE0504138867'

## Warning: Expecting numeric in P12382 / R12382C16: got 'CE0604139028'

## Warning: Expecting numeric in P12383 / R12383C16: got 'PI0304136279'

## Warning: Expecting numeric in P12384 / R12384C16: got 'PI0304136303'

## Warning: Expecting numeric in P12385 / R12385C16: got 'PI0304136525'

## Warning: Expecting numeric in P12386 / R12386C16: got 'PI0404136669'

## Warning: Expecting numeric in P12387 / R12387C16: got 'PB0505090397'

## Warning: Expecting numeric in P12388 / R12388C16: got 'PA2703135720'

## Warning: Expecting numeric in P12389 / R12389C16: got 'RS1607092576'

## Warning: Expecting numeric in P12390 / R12390C16: got 'MA1407117134'

## Warning: Expecting numeric in P12391 / R12391C16: got 'MA2511094510'

## Warning: Expecting numeric in P12392 / R12392C16: got 'ES2904087850'

## Warning: Expecting numeric in P12393 / R12393C16: got 'CE3007092733'

## Warning: Expecting numeric in P12394 / R12394C16: got 'MA0412077498'

## Warning: Expecting numeric in P12395 / R12395C16: got 'MA0412078461'

## Warning: Expecting numeric in P12396 / R12396C16: got 'MA0512072414'

## Warning: Expecting numeric in P12397 / R12397C16: got 'MA0512075206'

## Warning: Expecting numeric in P12398 / R12398C16: got 'MA0512077414'

## Warning: Expecting numeric in P12399 / R12399C16: got 'MA2611073597'

## Warning: Expecting numeric in P12400 / R12400C16: got 'MA2703085672'

## Warning: Expecting numeric in P12401 / R12401C16: got 'MA2711071924'

## Warning: Expecting numeric in P12402 / R12402C16: got 'MA2811070062'

## Warning: Expecting numeric in P12403 / R12403C16: got 'MA2811071786'

## Warning: Expecting numeric in P12404 / R12404C16: got 'MA2811074522'

## Warning: Expecting numeric in P12405 / R12405C16: got 'MA2811074985'

## Warning: Expecting numeric in P12406 / R12406C16: got 'MA2811077318'

## Warning: Expecting numeric in P12407 / R12407C16: got 'MA2811079679'

## Warning: Expecting numeric in P12408 / R12408C16: got 'MA2911072426'

## Warning: Expecting numeric in P12409 / R12409C16: got 'MA2911073001'

## Warning: Expecting numeric in P12410 / R12410C16: got 'MA2911076010'

## Warning: Expecting numeric in P12411 / R12411C16: got 'MA2911077000'

## Warning: Expecting numeric in P12412 / R12412C16: got 'MG0505090409'

## Warning: Expecting numeric in P12413 / R12413C16: got 'PA0812094818'

## Warning: Expecting numeric in P12414 / R12414C16: got 'MA2911079787'

## Warning: Expecting numeric in P12415 / R12415C16: got 'MA3011073501'

## Warning: Expecting numeric in P12416 / R12416C16: got 'MA3011073664'

## Warning: Expecting numeric in P12417 / R12417C16: got 'MA3011076311'

## Warning: Expecting numeric in P12418 / R12418C16: got 'MA3011078079'

## Warning: Expecting numeric in P12419 / R12419C16: got 'MA3011078614'

## Warning: Expecting numeric in P12420 / R12420C16: got 'CE1012094915'

## Warning: Expecting numeric in P12421 / R12421C16: got 'CE3011074085'

## Warning: Expecting numeric in P12422 / R12422C16: got 'RS3012077421'

## Warning: Expecting numeric in P12423 / R12423C16: got 'RS0805091767'

## Warning: Expecting numeric in P12424 / R12424C16: got 'RS1601083613'

## Warning: Expecting numeric in P12425 / R12425C16: got 'PA0211079982'

## Warning: Expecting numeric in P12426 / R12426C16: got 'PA2502084944'

## Warning: Expecting numeric in P12427 / R12427C16: got 'PA3011072650'

## Warning: Expecting numeric in P12428 / R12428C16: got 'PB3004085506'

## Warning: Expecting numeric in P12429 / R12429C16: got 'MA0412077546'

## Warning: Expecting numeric in P12430 / R12430C16: got 'MA2811079714'

## Warning: Expecting numeric in P12431 / R12431C16: got 'MA3011079218'

## Warning: Expecting numeric in P12432 / R12432C16: got 'MA0712075608'

## Warning: Expecting numeric in P12433 / R12433C16: got 'PB2611073933'

## Warning: Expecting numeric in P12434 / R12434C16: got 'MA0712073712'

## Warning: Expecting numeric in P12435 / R12435C16: got 'MA1012085093'

## Warning: Expecting numeric in P12436 / R12436C16: got 'AP1712084097'

## Warning: Expecting numeric in P12437 / R12437C16: got 'MT2312080390'

## Warning: Expecting numeric in P12438 / R12438C16: got 'ES2912083347'

## Warning: Expecting numeric in P12439 / R12439C16: got 'AP3012081943'

## Warning: Expecting numeric in P12440 / R12440C16: got 'RO2910149997'

## Warning: Expecting numeric in P12441 / R12441C16: got 'PR1103190001'

## Warning: Expecting numeric in P12442 / R12442C16: got 'MA2909150297'

## Warning: Expecting numeric in P12443 / R12443C16: got 'CE1505141454'

## Warning: Expecting numeric in P12444 / R12444C16: got 'RS1505141509'

## Warning: Expecting numeric in P12445 / R12445C16: got 'CE0305162429'

## Warning: Expecting numeric in P12446 / R12446C16: got 'CE0305162430'

## Warning: Expecting numeric in P12447 / R12447C16: got 'MA0405162483'

## Warning: Expecting numeric in P12448 / R12448C16: got 'MA0405162486'

## Warning: Expecting numeric in P12449 / R12449C16: got 'MA0405162488'

## Warning: Expecting numeric in P12450 / R12450C16: got 'MA0405162489'

## Warning: Expecting numeric in P12451 / R12451C16: got 'MA0405162532'

## Warning: Expecting numeric in P12452 / R12452C16: got 'PA1708150146'

## Warning: Expecting numeric in P12453 / R12453C16: got 'PA1908150222'

## Warning: Expecting numeric in P12454 / R12454C16: got 'PR0305162450'

## Warning: Expecting numeric in P12455 / R12455C16: got 'PI2510190128'

## Warning: Expecting numeric in P12456 / R12456C16: got 'AM2510190132'

## Warning: Expecting numeric in P12457 / R12457C16: got 'MA2205170461'

## Warning: Expecting numeric in P12458 / R12458C16: got 'PR2205170317'

## Warning: Expecting numeric in P12459 / R12459C16: got 'RR0405162530'

## Warning: Expecting numeric in P12460 / R12460C16: got 'MA2909150303'

## Warning: Expecting numeric in P12461 / R12461C16: got 'PR1505141449'

## Warning: Expecting numeric in P12462 / R12462C16: got 'PR1708150133'

## Warning: Expecting numeric in P12463 / R12463C16: got 'MS1307172569'

## Warning: Expecting numeric in P12464 / R12464C16: got 'MS0108174114'

## Warning: Expecting numeric in P12465 / R12465C16: got 'MA2211166185'

## Warning: Expecting numeric in P12466 / R12466C16: got 'MA2211166219'

## Warning: Expecting numeric in P12467 / R12467C16: got 'PR1505141470'

## Warning: Expecting numeric in P12468 / R12468C16: got 'MA2211166217'

## Warning: Expecting numeric in P12469 / R12469C16: got 'PA2211166187'

## Warning: Expecting numeric in P12470 / R12470C16: got 'PI0408174182'

## Warning: Expecting numeric in P12471 / R12471C16: got 'MS1207171795'

## Warning: Expecting numeric in P12472 / R12472C16: got 'PI0508174188'

## Warning: Expecting numeric in P12473 / R12473C16: got 'MS1107170719'

## Warning: Expecting numeric in P12474 / R12474C16: got 'MS0708174208'

## Warning: Expecting numeric in P12475 / R12475C16: got 'PI0708174210'

## Warning: Expecting numeric in P12476 / R12476C16: got 'MS0707170606'

## Warning: Expecting numeric in P12477 / R12477C16: got 'MS1407172583'

## Warning: Expecting numeric in P12478 / R12478C16: got 'MS1407172586'

## Warning: Expecting numeric in P12479 / R12479C16: got 'MS1708174914'

## Warning: Expecting numeric in P12480 / R12480C16: got 'CE1011152237'

## Warning: Expecting numeric in P12481 / R12481C16: got 'CE0611152065'

## Warning: Expecting numeric in P12482 / R12482C16: got 'PR1011152176'

## Warning: Expecting numeric in P12483 / R12483C16: got 'AM2709176704'

## Warning: Expecting numeric in P12484 / R12484C16: got 'PA0304180453'

## Warning: Expecting numeric in P12485 / R12485C16: got 'MS0304180454'

## Warning: Expecting numeric in P12486 / R12486C16: got 'MS0304180456'

## Warning: Expecting numeric in P12487 / R12487C16: got 'PR0304180457'

## Warning: Expecting numeric in P12488 / R12488C16: got 'MS0304180463'

## Warning: Expecting numeric in P12489 / R12489C16: got 'MS0304180466'

## Warning: Expecting numeric in P12490 / R12490C16: got 'MS0304180468'

## Warning: Expecting numeric in P12491 / R12491C16: got 'PB2812166532'

## Warning: Expecting numeric in P12492 / R12492C16: got 'MA2812166542'

## Warning: Expecting numeric in P12493 / R12493C16: got 'CE2912166558'

## Warning: Expecting numeric in P12494 / R12494C16: got 'MS2912166566'

## Warning: Expecting numeric in P12495 / R12495C16: got 'CE2912166573'

## Warning: Expecting numeric in P12496 / R12496C16: got 'CE3012166639'

## Warning: Expecting numeric in P12497 / R12497C16: got 'CE3012166638'

## Warning: Expecting numeric in P12498 / R12498C16: got 'GO3012166644'

## Warning: Expecting numeric in P12499 / R12499C16: got 'CE3012166640'

## Warning: Expecting numeric in P12500 / R12500C16: got 'PB3012166648'

## Warning: Expecting numeric in P12501 / R12501C16: got 'PB3012166660'

## Warning: Expecting numeric in P12502 / R12502C16: got 'RS3012166696'

## Warning: Expecting numeric in P12503 / R12503C16: got 'RS3012166704'

## Warning: Expecting numeric in P12504 / R12504C16: got 'MS3012166718'

## Warning: Expecting numeric in P12505 / R12505C16: got 'RS3012166720'

## Warning: Expecting numeric in P12506 / R12506C16: got 'MS3012166725'

## Warning: Expecting numeric in P12507 / R12507C16: got 'RS3012166727'

## Warning: Expecting numeric in P12508 / R12508C16: got 'MG3012166756'

## Warning: Expecting numeric in P12509 / R12509C16: got 'PI3012166765'

## Warning: Expecting numeric in P12510 / R12510C16: got 'PI3012166766'

## Warning: Expecting numeric in P12511 / R12511C16: got 'PI3012166767'

## Warning: Expecting numeric in P12512 / R12512C16: got 'MS3012166770'

## Warning: Expecting numeric in P12513 / R12513C16: got 'MG3012166778'

## Warning: Expecting numeric in P12514 / R12514C16: got 'CE2012193190'

## Warning: Expecting numeric in P12515 / R12515C16: got 'CE2012193197'

## Warning: Expecting numeric in P12516 / R12516C16: got 'MS1406180908'

## Warning: Expecting numeric in P12517 / R12517C16: got 'PI2712195453'

## Warning: Expecting numeric in P12518 / R12518C16: got 'PI0212170135'

## Warning: Expecting numeric in P12519 / R12519C16: got 'PI0112170107'

## Warning: Expecting numeric in P12520 / R12520C16: got 'PI0212170128'

## Warning: Expecting numeric in P12521 / R12521C16: got 'PI0212170171'

## Warning: Expecting numeric in P12522 / R12522C16: got 'PI0212170160'

## Warning: Expecting numeric in P12523 / R12523C16: got 'PI0212170163'

## Warning: Expecting numeric in P12524 / R12524C16: got 'PI0112170103'

## Warning: Expecting numeric in P12525 / R12525C16: got 'PI0312170343'

## Warning: Expecting numeric in P12526 / R12526C16: got 'PI0312170325'

## Warning: Expecting numeric in P12527 / R12527C16: got 'PI0312170278'

## Warning: Expecting numeric in P12528 / R12528C16: got 'PI0312170314'

## Warning: Expecting numeric in P12529 / R12529C16: got 'PI0512170440'

## Warning: Expecting numeric in P12530 / R12530C16: got 'BA2911177164'

## Warning: Expecting numeric in P12531 / R12531C16: got 'PB2012170894'

## Warning: Expecting numeric in P12532 / R12532C16: got 'PB2212170989'

## Warning: Expecting numeric in P12533 / R12533C16: got 'PB2212170990'

## Warning: Expecting numeric in P12534 / R12534C16: got 'PB2212170973'

## Warning: Expecting numeric in P12535 / R12535C16: got 'PB2212170991'

## Warning: Expecting numeric in P12536 / R12536C16: got 'SP0808130124'

## Warning: Expecting numeric in P12537 / R12537C16: got 'PB0808130126'

## Warning: Expecting numeric in P12538 / R12538C16: got 'CE0708130121'

## Warning: Expecting numeric in P12539 / R12539C16: got 'RS1911124798'

## Warning: Expecting numeric in P12540 / R12540C16: got 'MA2611124882'

## Warning: Expecting numeric in P12541 / R12541C16: got 'RS1911124799'

## Warning: Expecting numeric in P12542 / R12542C16: got 'MA2311124859'

## Warning: Expecting numeric in P12543 / R12543C16: got 'RS1411124786'

## Warning: Expecting numeric in P12544 / R12544C16: got 'RS1911124810'

## Warning: Expecting numeric in P12545 / R12545C16: got 'CE2011124820'

## Warning: Expecting numeric in P12546 / R12546C16: got 'MA2111124842'

## Warning: Expecting numeric in P12547 / R12547C16: got 'SE2111124830'

## Warning: Expecting numeric in P12548 / R12548C16: got 'PI1709141521'

## Warning: Expecting numeric in P12549 / R12549C16: got 'RS2212146353'

## Warning: Expecting numeric in P12550 / R12550C16: got 'PI2108130139'

## Warning: Expecting numeric in P12551 / R12551C16: got 'RJ2712130756'

## Warning: Expecting numeric in P12552 / R12552C16: got 'CE2712130760'

## Warning: Expecting numeric in P12553 / R12553C16: got 'PR2309164641'

## Warning: Expecting numeric in P12554 / R12554C16: got 'PR1110165174'

## Warning: Expecting numeric in P12555 / R12555C16: got 'PB2110165923'

## Warning: Expecting numeric in P12556 / R12556C16: got 'CE0310164776'

## Warning: Expecting numeric in P12557 / R12557C16: got 'PB2110165933'

## Warning: Expecting numeric in P12558 / R12558C16: got 'PB1010165060'

## Warning: Expecting numeric in P12559 / R12559C16: got 'PI2909164723'

## Warning: Expecting numeric in P12560 / R12560C16: got 'PB2807173604'

## Warning: Expecting numeric in P12561 / R12561C16: got 'MA2707173167'

## Warning: Expecting numeric in P12562 / R12562C16: got 'CE1108174581'

## Warning: Expecting numeric in P12563 / R12563C16: got 'CE1108174482'

## Warning: Expecting numeric in P12564 / R12564C16: got 'CE2807173262'

## Warning: Expecting numeric in P12565 / R12565C16: got 'CE2807173565'

## Warning: Expecting numeric in P12566 / R12566C16: got 'PB2807173492'

## Warning: Expecting numeric in P12567 / R12567C16: got 'MT0308174150'

## Warning: Expecting numeric in P12568 / R12568C16: got 'PI2707173041'

## Warning: Expecting numeric in P12569 / R12569C16: got 'MA1008174341'

## Warning: Expecting numeric in P12570 / R12570C16: got 'MA3107173833'

## Warning: Expecting numeric in P12571 / R12571C16: got 'MG2707173084'

## Warning: Expecting numeric in P12572 / R12572C16: got 'CE0308174152'

## Warning: Expecting numeric in P12573 / R12573C16: got 'CE0908174261'

## Warning: Expecting numeric in P12574 / R12574C16: got 'MG1008174307'

## Warning: Expecting numeric in P12575 / R12575C16: got 'MG1108174549'

## Warning: Expecting numeric in P12576 / R12576C16: got 'BA1008174278'

## Warning: Expecting numeric in P12577 / R12577C16: got 'AL1108174392'

## Warning: Expecting numeric in P12578 / R12578C16: got 'MT2807173425'

## Warning: Expecting numeric in P12579 / R12579C16: got 'MT2707173099'

## Warning: Expecting numeric in P12580 / R12580C16: got 'MG2807173577'

## Warning: Expecting numeric in P12581 / R12581C16: got 'PB2807173468'

## Warning: Expecting numeric in P12582 / R12582C16: got 'PE1108174556'

## Warning: Expecting numeric in P12583 / R12583C16: got 'PE1108174591'

## Warning: Expecting numeric in P12584 / R12584C16: got 'MA1008174339'

## Warning: Expecting numeric in P12585 / R12585C16: got 'MA1108174608'

## Warning: Expecting numeric in P12586 / R12586C16: got 'CE2807173560'

## Warning: Expecting numeric in P12587 / R12587C16: got 'CE2807173513'

## Warning: Expecting numeric in P12588 / R12588C16: got 'CE2807173531'

## Warning: Expecting numeric in P12589 / R12589C16: got 'CE1108174524'

## Warning: Expecting numeric in P12590 / R12590C16: got 'BA2807173678'

## Warning: Expecting numeric in P12591 / R12591C16: got 'MG2707173010'

## Warning: Expecting numeric in P12592 / R12592C16: got 'MG2807173710'

## Warning: Expecting numeric in P12593 / R12593C16: got 'PB2807173202'

## Warning: Expecting numeric in P12594 / R12594C16: got 'PI2807173608'

## Warning: Expecting numeric in P12595 / R12595C16: got 'MA2807173351'

## Warning: Expecting numeric in P12596 / R12596C16: got 'CE2707173047'

## Warning: Expecting numeric in P12597 / R12597C16: got 'CE1108174432'

## Warning: Expecting numeric in P12598 / R12598C16: got 'CE1008174298'

## Warning: Expecting numeric in P12599 / R12599C16: got 'PB2807173440'

## Warning: Expecting numeric in P12600 / R12600C16: got 'MT2107172733'

## Warning: Expecting numeric in P12601 / R12601C16: got 'PI0208174133'

## Warning: Expecting numeric in P12602 / R12602C16: got 'PI2107172748'

## Warning: Expecting numeric in P12603 / R12603C16: got 'MA1208174627'

## Warning: Expecting numeric in P12604 / R12604C16: got 'CE2707173119'

## Warning: Expecting numeric in P12605 / R12605C16: got 'CE2707173166'

## Warning: Expecting numeric in P12606 / R12606C16: got 'CE1108174566'

## Warning: Expecting numeric in P12607 / R12607C16: got 'CE1008174273'

## Warning: Expecting numeric in P12608 / R12608C16: got 'PE1108174561'

## Warning: Expecting numeric in P12609 / R12609C16: got 'RS1108174554'

## Warning: Expecting numeric in P12610 / R12610C16: got 'GO2707173178'

## Warning: Expecting numeric in P12611 / R12611C16: got 'MA1008174340'

## Warning: Expecting numeric in P12612 / R12612C16: got 'MA2807173360'

## Warning: Expecting numeric in P12613 / R12613C16: got 'CE2807173216'

## Warning: Expecting numeric in P12614 / R12614C16: got 'PB1008174330'

## Warning: Expecting numeric in P12615 / R12615C16: got 'PB2807173626'

## Warning: Expecting numeric in P12616 / R12616C16: got 'MT1807172665'

## Warning: Expecting numeric in P12617 / R12617C16: got 'MT1108174594'

## Warning: Expecting numeric in P12618 / R12618C16: got 'MT2807173600'

## Warning: Expecting numeric in P12619 / R12619C16: got 'PI2907173760'

## Warning: Expecting numeric in P12620 / R12620C16: got 'PE2807173447'

## Warning: Expecting numeric in P12621 / R12621C16: got 'PI0208174130'

## Warning: Expecting numeric in P12622 / R12622C16: got 'MA2807173304'

## Warning: Expecting numeric in P12623 / R12623C16: got 'CE2807173309'

## Warning: Expecting numeric in P12624 / R12624C16: got 'CE2807173550'

## Warning: Expecting numeric in P12625 / R12625C16: got 'CE1108174579'

## Warning: Expecting numeric in P12626 / R12626C16: got 'CE1108174384'

## Warning: Expecting numeric in P12627 / R12627C16: got 'BA2607172902'

## Warning: Expecting numeric in P12628 / R12628C16: got 'CE0208174138'

## Warning: Expecting numeric in P12629 / R12629C16: got 'MT0108174075'

## Warning: Expecting numeric in P12630 / R12630C16: got 'PI0408174170'

## Warning: Expecting numeric in P12631 / R12631C16: got 'PI0908174241'

## Warning: Expecting numeric in P12632 / R12632C16: got 'MA1108174619'

## Warning: Expecting numeric in P12633 / R12633C16: got 'MA1308174676'

## Warning: Expecting numeric in P12634 / R12634C16: got 'MA3107173924'

## Warning: Expecting numeric in P12635 / R12635C16: got 'MA2807173198'

## Warning: Expecting numeric in P12636 / R12636C16: got 'MA2707173151'

## Warning: Expecting numeric in P12637 / R12637C16: got 'MA2807173326'

## Warning: Expecting numeric in P12638 / R12638C16: got 'CE2807173275'

## Warning: Expecting numeric in P12639 / R12639C16: got 'CE2707173013'

## Warning: Expecting numeric in P12640 / R12640C16: got 'CE2807173558'

## Warning: Expecting numeric in P12641 / R12641C16: got 'CE1108174389'

## Warning: Expecting numeric in P12642 / R12642C16: got 'CE2807173345'

## Warning: Expecting numeric in P12643 / R12643C16: got 'CE0108174043'

## Warning: Expecting numeric in P12644 / R12644C16: got 'CE1108174404'

## Warning: Expecting numeric in P12645 / R12645C16: got 'CE2807173300'

## Warning: Expecting numeric in P12646 / R12646C16: got 'CE2807173417'

## Warning: Expecting numeric in P12647 / R12647C16: got 'CE0808174216'

## Warning: Expecting numeric in P12648 / R12648C16: got 'CE0208174144'

## Warning: Expecting numeric in P12649 / R12649C16: got 'PA2912212573'

## Warning: Expecting numeric in P12650 / R12650C16: got 'PA2912214734'

## Warning: Expecting numeric in P12651 / R12651C16: got 'PA0112171028'

## Warning: Expecting numeric in P12652 / R12652C16: got 'PB0312170228'

## Warning: Expecting numeric in P12653 / R12653C16: got 'PR2607172887'

## Warning: Expecting numeric in P12654 / R12654C16: got 'GO0108174127'

## Warning: Expecting numeric in P12655 / R12655C16: got 'CE2807173545'

## Warning: Expecting numeric in P12656 / R12656C16: got 'RJ0908174236'

## Warning: Expecting numeric in P12657 / R12657C16: got 'PR1108174466'

## Warning: Expecting numeric in P12658 / R12658C16: got 'MG2707173022'

## Warning: Expecting numeric in P12659 / R12659C16: got 'PR1108174438'

## Warning: Expecting numeric in P12660 / R12660C16: got 'PR2707173075'

## Warning: Expecting numeric in P12661 / R12661C16: got 'CE1108174472'

## Warning: Expecting numeric in P12662 / R12662C16: got 'CE2807173271'

## Warning: Expecting numeric in P12663 / R12663C16: got 'CE1108174525'

## Warning: Expecting numeric in P12664 / R12664C16: got 'CE2807173358'

## Warning: Expecting numeric in P12665 / R12665C16: got 'CE0108174007'

## Warning: Expecting numeric in P12666 / R12666C16: got 'PR2807173444'

## Warning: Expecting numeric in P12667 / R12667C16: got 'CE1108174571'

## Warning: Expecting numeric in P12668 / R12668C16: got 'MG2007172714'

## Warning: Expecting numeric in P12669 / R12669C16: got 'PR2807173308'

## Warning: Expecting numeric in P12670 / R12670C16: got 'CE0808174212'

## Warning: Expecting numeric in P12671 / R12671C16: got 'CE2807173203'

## Warning: Expecting numeric in P12672 / R12672C16: got 'CE2807173454'

## Warning: Expecting numeric in P12673 / R12673C16: got 'CE3107173829'

## Warning: Expecting numeric in P12674 / R12674C16: got 'MG1812170833'

## Warning: Expecting numeric in P12675 / R12675C16: got 'MA2807173296'

## Warning: Expecting numeric in P12676 / R12676C16: got 'MA2807173611'

## Warning: Expecting numeric in P12677 / R12677C16: got 'MG1108174359'

## Warning: Expecting numeric in P12678 / R12678C16: got 'RJ2807173336'

## Warning: Expecting numeric in P12679 / R12679C16: got 'CE2712171166'

## Warning: Expecting numeric in P12680 / R12680C16: got 'PA2812171217'

## Warning: Expecting numeric in P12681 / R12681C16: got 'PI3012171244'

## Warning: Expecting numeric in P12682 / R12682C16: got 'ES1606096222'

## Warning: Expecting numeric in P12683 / R12683C16: got 'MT1408150086'

## Warning: Expecting numeric in P12684 / R12684C16: got 'PB1312032400'

## Warning: Expecting numeric in P12685 / R12685C16: got 'ES2910096217'

## Warning: Expecting numeric in P12686 / R12686C16: got 'CE1709108682'

## Warning: Expecting numeric in P12687 / R12687C16: got 'ES1709108705'

## Warning: Expecting numeric in P12688 / R12688C16: got 'PB0305162441'

## Warning: Expecting numeric in P12689 / R12689C16: got 'MS0304180249'

## Warning: Expecting numeric in P12690 / R12690C16: got 'MS0304180253'

## Warning: Expecting numeric in P12691 / R12691C16: got 'BA0304180261'

## Warning: Expecting numeric in P12692 / R12692C16: got 'MG0304180285'

## Warning: Expecting numeric in P12693 / R12693C16: got 'PB0304180312'

## Warning: Expecting numeric in P12694 / R12694C16: got 'CE0304180318'

## Warning: Expecting numeric in P12695 / R12695C16: got 'MS1408174719'

## Warning: Expecting numeric in P12696 / R12696C16: got 'PB0304180324'

## Warning: Expecting numeric in P12697 / R12697C16: got 'BA0304180325'

## Warning: Expecting numeric in P12698 / R12698C16: got 'CE1110176723'

## Warning: Expecting numeric in P12699 / R12699C16: got 'AP1807069129'

## Warning: Expecting numeric in P12700 / R12700C16: got 'PE1010022430'

## Warning: Expecting numeric in P12701 / R12701C16: got 'PE2612041393'

## Warning: Expecting numeric in P12702 / R12702C16: got 'ES2505055873'

## Warning: Expecting numeric in P12703 / R12703C16: got 'RS2811075602'

## Warning: Expecting numeric in P12704 / R12704C16: got 'ES2306067574'

## Warning: Expecting numeric in P12705 / R12705C16: got 'MG0504180648'

## Warning: Expecting numeric in P12706 / R12706C16: got 'SC1412113326'

## Warning: Expecting numeric in P12707 / R12707C16: got 'SC1412113338'

## Warning: Expecting numeric in P12708 / R12708C16: got 'SC1711101828'

## Warning: Expecting numeric in P12709 / R12709C16: got 'CE0512053171'

## Warning: Expecting numeric in P12710 / R12710C16: got 'AM0403041758'

## Warning: Expecting numeric in P12711 / R12711C16: got 'RN1112074826'

## Warning: Expecting numeric in P12712 / R12712C16: got 'PB2308046322'

## Warning: Expecting numeric in P12713 / R12713C16: got 'PB2705021225'

## Warning: Expecting numeric in P12714 / R12714C16: got 'RS3006042801'

## Warning: Expecting numeric in P12715 / R12715C16: got 'MA1306055717'

## Warning: Expecting numeric in P12716 / R12716C16: got 'PB2811073210'

## Warning: Expecting numeric in P12717 / R12717C16: got 'PB1807069499'

## Warning: Expecting numeric in P12718 / R12718C16: got 'PB1811021750'

## Warning: Expecting numeric in P12719 / R12719C16: got 'RS1506051240'

## Warning: Expecting numeric in P12720 / R12720C16: got 'ES3011073155'

## Warning: Expecting numeric in P12721 / R12721C16: got 'PE0611025820'

## Warning: Expecting numeric in P12722 / R12722C16: got 'AL3011073540'

## Warning: Expecting numeric in P12723 / R12723C16: got 'MA1807069272'

## Warning: Expecting numeric in P12724 / R12724C16: got 'RN1602066089'

## Warning: Expecting numeric in P12725 / R12725C16: got 'AL0912212764'

## Warning: Expecting numeric in P12726 / R12726C16: got 'PE2811043240'

## Warning: Expecting numeric in P12727 / R12727C16: got 'MT0507067713'

## Warning: Expecting numeric in P12728 / R12728C16: got 'RN0507068057'

## Warning: Expecting numeric in P12729 / R12729C16: got 'MS0611182150'

## Warning: Expecting numeric in P12730 / R12730C16: got 'MS0611182151'

## Warning: Expecting numeric in P12731 / R12731C16: got 'GO2611182179'

## Warning: Expecting numeric in P12732 / R12732C16: got 'GO3011182198'

## Warning: Expecting numeric in P12733 / R12733C16: got 'PB0512182214'

## Warning: Expecting numeric in P12734 / R12734C16: got 'CE0612182282'

## Warning: Expecting numeric in P12735 / R12735C16: got 'MA0208059500'

## Warning: Expecting numeric in P12736 / R12736C16: got 'RS1407051820'

## Warning: Expecting numeric in P12737 / R12737C16: got 'PB1912182492'

## Warning: Expecting numeric in P12738 / R12738C16: got 'AP1602065357'

## Warning: Expecting numeric in P12739 / R12739C16: got 'SC1406054470'

## Warning: Expecting numeric in P12740 / R12740C16: got 'MS1901071045'

## Warning: Expecting numeric in P12741 / R12741C16: got 'MS1901071042'

## Warning: Expecting numeric in P12742 / R12742C16: got 'BA2610176734'

## Warning: Expecting numeric in P12743 / R12743C16: got 'AL2212170987'

## Warning: Expecting numeric in P12744 / R12744C16: got 'SC1507119910'

## Warning: Expecting numeric in P12745 / R12745C16: got 'CE1507112415'

## Warning: Expecting numeric in P12746 / R12746C16: got 'PE2212095241'

## Warning: Expecting numeric in P12747 / R12747C16: got 'CE3011070021'

## Warning: Expecting numeric in P12748 / R12748C16: got 'PR0507112469'

## Warning: Expecting numeric in P12749 / R12749C16: got 'GO0204136106'

## Warning: Expecting numeric in P12750 / R12750C16: got 'GO0204136220'

## Warning: Expecting numeric in P12751 / R12751C16: got 'PR1107113243'

## Warning: Expecting numeric in P12752 / R12752C16: got 'SC1207113593'

## Warning: Expecting numeric in P12753 / R12753C16: got 'MT1507112035'

## Warning: Expecting numeric in P12754 / R12754C16: got 'MT1507111322'

## Warning: Expecting numeric in P12755 / R12755C16: got 'CE1507112378'

## Warning: Expecting numeric in P12756 / R12756C16: got 'GO0404136751'

## Warning: Expecting numeric in P12757 / R12757C16: got 'PB1207113893'

## Warning: Expecting numeric in P12758 / R12758C16: got 'GO0404136786'

## Warning: Expecting numeric in P12759 / R12759C16: got 'AL1507119391'

## Warning: Expecting numeric in P12760 / R12760C16: got 'MT1507118220'

## Warning: Expecting numeric in P12761 / R12761C16: got 'GO0404137228'

## Warning: Expecting numeric in P12762 / R12762C16: got 'GO0504137473'

## Warning: Expecting numeric in P12763 / R12763C16: got 'AL1507110157'

## Warning: Expecting numeric in P12764 / R12764C16: got 'AL1507110765'

## Warning: Expecting numeric in P12765 / R12765C16: got 'PB2403105946'

## Warning: Expecting numeric in P12766 / R12766C16: got 'AL1507111469'

## Warning: Expecting numeric in P12767 / R12767C16: got 'GO0504137884'

## Warning: Expecting numeric in P12768 / R12768C16: got 'GO0504138444'

## Warning: Expecting numeric in P12769 / R12769C16: got 'GO2103135480'

## Warning: Expecting numeric in P12770 / R12770C16: got 'MA0504138012'

## Warning: Expecting numeric in P12771 / R12771C16: got 'MA0504138803'

## Warning: Expecting numeric in P12772 / R12772C16: got 'MG1207113730'

## Warning: Expecting numeric in P12773 / R12773C16: got 'ES0407112384'

## Warning: Expecting numeric in P12774 / R12774C16: got 'MA2703135732'

## Warning: Expecting numeric in P12775 / R12775C16: got 'MA2803135873'

## Warning: Expecting numeric in P12776 / R12776C16: got 'ES1507117624'

## Warning: Expecting numeric in P12777 / R12777C16: got 'MG0104136011'

## Warning: Expecting numeric in P12778 / R12778C16: got 'MG1503135370'

## Warning: Expecting numeric in P12779 / R12779C16: got 'ES1507119315'

## Warning: Expecting numeric in P12780 / R12780C16: got 'SC0705090722'

## Warning: Expecting numeric in P12781 / R12781C16: got 'MG1507111202'

## Warning: Expecting numeric in P12782 / R12782C16: got 'RN0107112272'

## Warning: Expecting numeric in P12783 / R12783C16: got 'MG1407115900'

## Warning: Expecting numeric in P12784 / R12784C16: got 'ES1507110511'

## Warning: Expecting numeric in P12785 / R12785C16: got 'MG1507119015'

## Warning: Expecting numeric in P12786 / R12786C16: got 'PR0807112916'

## Warning: Expecting numeric in P12787 / R12787C16: got 'PA0504137649'

## Warning: Expecting numeric in P12788 / R12788C16: got 'ES1507110873'

## Warning: Expecting numeric in P12789 / R12789C16: got 'PI1507117852'

## Warning: Expecting numeric in P12790 / R12790C16: got 'PI1407116879'

## Warning: Expecting numeric in P12791 / R12791C16: got 'RS1307114490'

## Warning: Expecting numeric in P12792 / R12792C16: got 'RN1507112814'

## Warning: Expecting numeric in P12793 / R12793C16: got 'PA0504138896'

## Warning: Expecting numeric in P12794 / R12794C16: got 'RS1207113904'

## Warning: Expecting numeric in P12795 / R12795C16: got 'RS1207113359'

## Warning: Expecting numeric in P12796 / R12796C16: got 'PB0304136398'

## Warning: Expecting numeric in P12797 / R12797C16: got 'MT1507111630'

## Warning: Expecting numeric in P12798 / R12798C16: got 'PB0404136853'

## Warning: Expecting numeric in P12799 / R12799C16: got 'AL3011077623'

## Warning: Expecting numeric in P12800 / R12800C16: got 'PB0404136869'

## Warning: Expecting numeric in P12801 / R12801C16: got 'PB0404136879'

## Warning: Expecting numeric in P12802 / R12802C16: got 'PB0404136884'

## Warning: Expecting numeric in P12803 / R12803C16: got 'PB0404136888'

## Warning: Expecting numeric in P12804 / R12804C16: got 'PB0404136894'

## Warning: Expecting numeric in P12805 / R12805C16: got 'PB1503135378'

## Warning: Expecting numeric in P12806 / R12806C16: got 'PB2803135832'

## Warning: Expecting numeric in P12807 / R12807C16: got 'PE0304136432'

## Warning: Expecting numeric in P12808 / R12808C16: got 'PE0504138641'

## Warning: Expecting numeric in P12809 / R12809C16: got 'PE0504138652'

## Warning: Expecting numeric in P12810 / R12810C16: got 'CE1507110267'

## Warning: Expecting numeric in P12811 / R12811C16: got 'PE0504138679'

## Warning: Expecting numeric in P12812 / R12812C16: got 'MG1507118762'

## Warning: Expecting numeric in P12813 / R12813C16: got 'PE0504138691'

## Warning: Expecting numeric in P12814 / R12814C16: got 'MG1407116724'

## Warning: Expecting numeric in P12815 / R12815C16: got 'PE0504138738'

## Warning: Expecting numeric in P12816 / R12816C16: got 'PE0504138744'

## Warning: Expecting numeric in P12817 / R12817C16: got 'RS1307114177'

## Warning: Expecting numeric in P12818 / R12818C16: got 'RS1207113996'

## Warning: Expecting numeric in P12819 / R12819C16: got 'RS1307114857'

## Warning: Expecting numeric in P12820 / R12820C16: got 'MG1407117189'

## Warning: Expecting numeric in P12821 / R12821C16: got 'MS0407112360'

## Warning: Expecting numeric in P12822 / R12822C16: got 'MS0507112456'

## Warning: Expecting numeric in P12823 / R12823C16: got 'RS1407116179'

## Warning: Expecting numeric in P12824 / R12824C16: got 'PI0504138881'

## Warning: Expecting numeric in P12825 / R12825C16: got 'MG1507119837'

## Warning: Expecting numeric in P12826 / R12826C16: got 'ES1507111022'

## Warning: Expecting numeric in P12827 / R12827C16: got 'MS0507112452'

## Warning: Expecting numeric in P12828 / R12828C16: got 'PE1507119123'

## Warning: Expecting numeric in P12829 / R12829C16: got 'AL2804084354'

## Warning: Expecting numeric in P12830 / R12830C16: got 'MS0207112313'

## Warning: Expecting numeric in P12831 / R12831C16: got 'CE1507119994'

## Warning: Expecting numeric in P12832 / R12832C16: got 'MG1307114783'

## Warning: Expecting numeric in P12833 / R12833C16: got 'PR1503135373'

## Warning: Expecting numeric in P12834 / R12834C16: got 'PR2603135624'

## Warning: Expecting numeric in P12835 / R12835C16: got 'PR2703135794'

## Warning: Expecting numeric in P12836 / R12836C16: got 'RS1407115911'

## Warning: Expecting numeric in P12837 / R12837C16: got 'RS1307114815'

## Warning: Expecting numeric in P12838 / R12838C16: got 'RN0104135907'

## Warning: Expecting numeric in P12839 / R12839C16: got 'SP0607112609'

## Warning: Expecting numeric in P12840 / R12840C16: got 'RO0304136349'

## Warning: Expecting numeric in P12841 / R12841C16: got 'GO1507118449'

## Warning: Expecting numeric in P12842 / R12842C16: got 'BA1507111356'

## Warning: Expecting numeric in P12843 / R12843C16: got 'RS1503135379'

## Warning: Expecting numeric in P12844 / R12844C16: got 'RS2103135476'

## Warning: Expecting numeric in P12845 / R12845C16: got 'SC2503135570'

## Warning: Expecting numeric in P12846 / R12846C16: got 'SC2603135606'

## Warning: Expecting numeric in P12847 / R12847C16: got 'SC2703135702'

## Warning: Expecting numeric in P12848 / R12848C16: got 'CE1407116894'

## Warning: Expecting numeric in P12849 / R12849C16: got 'ES1507111101'

## Warning: Expecting numeric in P12850 / R12850C16: got 'RN1507118334'

## Warning: Expecting numeric in P12851 / R12851C16: got 'SE0404137201'

## Warning: Expecting numeric in P12852 / R12852C16: got 'SC1407116951'

## Warning: Expecting numeric in P12853 / R12853C16: got 'SP0204136109'

## Warning: Expecting numeric in P12854 / R12854C16: got 'SP0204136182'

## Warning: Expecting numeric in P12855 / R12855C16: got 'AL0712077471'

## Warning: Expecting numeric in P12856 / R12856C16: got 'AL3011075453'

## Warning: Expecting numeric in P12857 / R12857C16: got 'MG1507118794'

## Warning: Expecting numeric in P12858 / R12858C16: got 'RN1507112758'

## Warning: Expecting numeric in P12859 / R12859C16: got 'AL2811075091'

## Warning: Expecting numeric in P12860 / R12860C16: got 'MG1507118655'

## Warning: Expecting numeric in P12861 / R12861C16: got 'MG1507119263'

## Warning: Expecting numeric in P12862 / R12862C16: got 'RN1307115083'

## Warning: Expecting numeric in P12863 / R12863C16: got 'CE0104135916'

## Warning: Expecting numeric in P12864 / R12864C16: got 'PE1307114996'

## Warning: Expecting numeric in P12865 / R12865C16: got 'PE1507119401'

## Warning: Expecting numeric in P12866 / R12866C16: got 'CE0404136574'

## Warning: Expecting numeric in P12867 / R12867C16: got 'CE3011078300'

## Warning: Expecting numeric in P12868 / R12868C16: got 'MG1903135410'

## Warning: Expecting numeric in P12869 / R12869C16: got 'MG1903135421'

## Warning: Expecting numeric in P12870 / R12870C16: got 'GO1507119597'

## Warning: Expecting numeric in P12871 / R12871C16: got 'MG2103135478'

## Warning: Expecting numeric in P12872 / R12872C16: got 'ES3011074666'

## Warning: Expecting numeric in P12873 / R12873C16: got 'ES0512073005'

## Warning: Expecting numeric in P12874 / R12874C16: got 'PB2711073500'

## Warning: Expecting numeric in P12875 / R12875C16: got 'MG2603135666'

## Warning: Expecting numeric in P12876 / R12876C16: got 'MG2703135722'

## Warning: Expecting numeric in P12877 / R12877C16: got 'BA1207113422'

## Warning: Expecting numeric in P12878 / R12878C16: got 'MG2703135769'

## Warning: Expecting numeric in P12879 / R12879C16: got 'MG2703135791'

## Warning: Expecting numeric in P12880 / R12880C16: got 'BA1507111388'

## Warning: Expecting numeric in P12881 / R12881C16: got 'CE1507111703'

## Warning: Expecting numeric in P12882 / R12882C16: got 'PR0104135941'

## Warning: Expecting numeric in P12883 / R12883C16: got 'PR0404136727'

## Warning: Expecting numeric in P12884 / R12884C16: got 'PR0404136819'

## Warning: Expecting numeric in P12885 / R12885C16: got 'MT2611075727'

## Warning: Expecting numeric in P12886 / R12886C16: got 'MT3011078507'

## Warning: Expecting numeric in P12887 / R12887C16: got 'MG1407116946'

## Warning: Expecting numeric in P12888 / R12888C16: got 'MT2711075621'

## Warning: Expecting numeric in P12889 / R12889C16: got 'ES0504137624'

## Warning: Expecting numeric in P12890 / R12890C16: got 'ES0504137841'

## Warning: Expecting numeric in P12891 / R12891C16: got 'PB1507111666'

## Warning: Expecting numeric in P12892 / R12892C16: got 'MG0204136067'

## Warning: Expecting numeric in P12893 / R12893C16: got 'MG0204136078'

## Warning: Expecting numeric in P12894 / R12894C16: got 'MG0204136126'

## Warning: Expecting numeric in P12895 / R12895C16: got 'MG0204136194'

## Warning: Expecting numeric in P12896 / R12896C16: got 'MG0204136230'

## Warning: Expecting numeric in P12897 / R12897C16: got 'MG0304136242'

## Warning: Expecting numeric in P12898 / R12898C16: got 'MG0304136297'

## Warning: Expecting numeric in P12899 / R12899C16: got 'PB1507118569'

## Warning: Expecting numeric in P12900 / R12900C16: got 'MG0304136366'

## Warning: Expecting numeric in P12901 / R12901C16: got 'PR1507111018'

## Warning: Expecting numeric in P12902 / R12902C16: got 'MG0404136688'

## Warning: Expecting numeric in P12903 / R12903C16: got 'MG0404136889'

## Warning: Expecting numeric in P12904 / R12904C16: got 'MG0404136893'

## Warning: Expecting numeric in P12905 / R12905C16: got 'MG0404136904'

## Warning: Expecting numeric in P12906 / R12906C16: got 'MG0404136952'

## Warning: Expecting numeric in P12907 / R12907C16: got 'PR2811075590'

## Warning: Expecting numeric in P12908 / R12908C16: got 'MG0404136995'

## Warning: Expecting numeric in P12909 / R12909C16: got 'MG0404137007'

## Warning: Expecting numeric in P12910 / R12910C16: got 'MG0404137009'

## Warning: Expecting numeric in P12911 / R12911C16: got 'MG0404137010'

## Warning: Expecting numeric in P12912 / R12912C16: got 'PR0707112746'

## Warning: Expecting numeric in P12913 / R12913C16: got 'MG0404137091'

## Warning: Expecting numeric in P12914 / R12914C16: got 'PB1407117121'

## Warning: Expecting numeric in P12915 / R12915C16: got 'MG0404137147'

## Warning: Expecting numeric in P12916 / R12916C16: got 'MS1303135345'

## Warning: Expecting numeric in P12917 / R12917C16: got 'PB1407117238'

## Warning: Expecting numeric in P12918 / R12918C16: got 'PB2503135556'

## Warning: Expecting numeric in P12919 / R12919C16: got 'SC1307114066'

## Warning: Expecting numeric in P12920 / R12920C16: got 'AL0204136169'

## Warning: Expecting numeric in P12921 / R12921C16: got 'AL0504138151'

## Warning: Expecting numeric in P12922 / R12922C16: got 'PB1507119077'

## Warning: Expecting numeric in P12923 / R12923C16: got 'AL0504138646'

## Warning: Expecting numeric in P12924 / R12924C16: got 'PB1407117068'

## Warning: Expecting numeric in P12925 / R12925C16: got 'SC1507118663'

## Warning: Expecting numeric in P12926 / R12926C16: got 'PB1407117034'

## Warning: Expecting numeric in P12927 / R12927C16: got 'MT0204136228'

## Warning: Expecting numeric in P12928 / R12928C16: got 'PB1507110106'

## Warning: Expecting numeric in P12929 / R12929C16: got 'MT0404136584'

## Warning: Expecting numeric in P12930 / R12930C16: got 'MT0404137024'

## Warning: Expecting numeric in P12931 / R12931C16: got 'MT0504137380'

## Warning: Expecting numeric in P12932 / R12932C16: got 'PB1507118892'

## Warning: Expecting numeric in P12933 / R12933C16: got 'MT0504138205'

## Warning: Expecting numeric in P12934 / R12934C16: got 'RR0404136983'

## Warning: Expecting numeric in P12935 / R12935C16: got 'CE2811070109'

## Warning: Expecting numeric in P12936 / R12936C16: got 'CE2811076898'

## Warning: Expecting numeric in P12937 / R12937C16: got 'PB1507118766'

## Warning: Expecting numeric in P12938 / R12938C16: got 'SC0304136269'

## Warning: Expecting numeric in P12939 / R12939C16: got 'SC0304136389'

## Warning: Expecting numeric in P12940 / R12940C16: got 'PB1407117080'

## Warning: Expecting numeric in P12941 / R12941C16: got 'SC0304136467'

## Warning: Expecting numeric in P12942 / R12942C16: got 'SC0404136963'

## Warning: Expecting numeric in P12943 / R12943C16: got 'SC0504137348'

## Warning: Expecting numeric in P12944 / R12944C16: got 'SC0504138229'

## Warning: Expecting numeric in P12945 / R12945C16: got 'RS2711075212'

## Warning: Expecting numeric in P12946 / R12946C16: got 'PB1407117009'

## Warning: Expecting numeric in P12947 / R12947C16: got 'SC0504138496'

## Warning: Expecting numeric in P12948 / R12948C16: got 'ES1610093747'

## Warning: Expecting numeric in P12949 / R12949C16: got 'SC0504138721'

## Warning: Expecting numeric in P12950 / R12950C16: got 'PB1407116912'

## Warning: Expecting numeric in P12951 / R12951C16: got 'PR1903135408'

## Warning: Expecting numeric in P12952 / R12952C16: got 'PR2003135450'

## Warning: Expecting numeric in P12953 / R12953C16: got 'SC1903135418'

## Warning: Expecting numeric in P12954 / R12954C16: got 'RN2503135557'

## Warning: Expecting numeric in P12955 / R12955C16: got 'SC1803084337'

## Warning: Expecting numeric in P12956 / R12956C16: got 'MG0810093596'

## Warning: Expecting numeric in P12957 / R12957C16: got 'MG2010093836'

## Warning: Expecting numeric in P12958 / R12958C16: got 'SP0504137336'

## Warning: Expecting numeric in P12959 / R12959C16: got 'RN0504137623'

## Warning: Expecting numeric in P12960 / R12960C16: got 'RN0504138458'

## Warning: Expecting numeric in P12961 / R12961C16: got 'RN0504138715'

## Warning: Expecting numeric in P12962 / R12962C16: got 'MA2203135516'

## Warning: Expecting numeric in P12963 / R12963C16: got 'BA0404136840'

## Warning: Expecting numeric in P12964 / R12964C16: got 'PI1207113427'

## Warning: Expecting numeric in P12965 / R12965C16: got 'RJ0504138967'

## Warning: Expecting numeric in P12966 / R12966C16: got 'SP2502135219'

## Warning: Expecting numeric in P12967 / R12967C16: got 'PR0404137138'

## Warning: Expecting numeric in P12968 / R12968C16: got 'PR0504137900'

## Warning: Expecting numeric in P12969 / R12969C16: got 'RS1307114093'

## Warning: Expecting numeric in P12970 / R12970C16: got 'RS1307114469'

## Warning: Expecting numeric in P12971 / R12971C16: got 'PR0504138135'

## Warning: Expecting numeric in P12972 / R12972C16: got 'RS1507118656'

## Warning: Expecting numeric in P12973 / R12973C16: got 'PR0504138699'

## Warning: Expecting numeric in P12974 / R12974C16: got 'PE1104089690'

## Warning: Expecting numeric in P12975 / R12975C16: got 'MG0504137311'

## Warning: Expecting numeric in P12976 / R12976C16: got 'MG0504137316'

## Warning: Expecting numeric in P12977 / R12977C16: got 'MG0504137332'

## Warning: Expecting numeric in P12978 / R12978C16: got 'MG0504137372'

## Warning: Expecting numeric in P12979 / R12979C16: got 'MG0504137382'

## Warning: Expecting numeric in P12980 / R12980C16: got 'MG0504137387'

## Warning: Expecting numeric in P12981 / R12981C16: got 'PE2711072390'

## Warning: Expecting numeric in P12982 / R12982C16: got 'MG0504137440'

## Warning: Expecting numeric in P12983 / R12983C16: got 'MG0504137790'

## Warning: Expecting numeric in P12984 / R12984C16: got 'MG0504137986'

## Warning: Expecting numeric in P12985 / R12985C16: got 'MG0504138040'

## Warning: Expecting numeric in P12986 / R12986C16: got 'PE1307114236'

## Warning: Expecting numeric in P12987 / R12987C16: got 'PE2911073680'

## Warning: Expecting numeric in P12988 / R12988C16: got 'PE2811079434'

## Warning: Expecting numeric in P12989 / R12989C16: got 'PE0708092823'

## Warning: Expecting numeric in P12990 / R12990C16: got 'RS0504137389'

## Warning: Expecting numeric in P12991 / R12991C16: got 'RS0504137434'

## Warning: Expecting numeric in P12992 / R12992C16: got 'PE2509093395'

## Warning: Expecting numeric in P12993 / R12993C16: got 'RS0504137454'

## Warning: Expecting numeric in P12994 / R12994C16: got 'RS0504137604'

## Warning: Expecting numeric in P12995 / R12995C16: got 'RS2911071104'

## Warning: Expecting numeric in P12996 / R12996C16: got 'RS0504137876'

## Warning: Expecting numeric in P12997 / R12997C16: got 'RS2811075444'

## Warning: Expecting numeric in P12998 / R12998C16: got 'RS3011079468'

## Warning: Expecting numeric in P12999 / R12999C16: got 'RS0504137924'

## Warning: Expecting numeric in P13000 / R13000C16: got 'MG0504138149'

## Warning: Expecting numeric in P13001 / R13001C16: got 'MG0504138161'

## Warning: Expecting numeric in P13002 / R13002C16: got 'MG0504138214'

## Warning: Expecting numeric in P13003 / R13003C16: got 'MG0504138336'

## Warning: Expecting numeric in P13004 / R13004C16: got 'MG0504138613'

## Warning: Expecting numeric in P13005 / R13005C16: got 'BA0504138892'

## Warning: Expecting numeric in P13006 / R13006C16: got 'PB0404136905'

## Warning: Expecting numeric in P13007 / R13007C16: got 'PB0404136916'

## Warning: Expecting numeric in P13008 / R13008C16: got 'PB0404137071'

## Warning: Expecting numeric in P13009 / R13009C16: got 'PB0404137079'

## Warning: Expecting numeric in P13010 / R13010C16: got 'PB0404137099'

## Warning: Expecting numeric in P13011 / R13011C16: got 'PB0404137109'

## Warning: Expecting numeric in P13012 / R13012C16: got 'PB0504137376'

## Warning: Expecting numeric in P13013 / R13013C16: got 'PB0504137580'

## Warning: Expecting numeric in P13014 / R13014C16: got 'PB0504137907'

## Warning: Expecting numeric in P13015 / R13015C16: got 'PB0504137919'

## Warning: Expecting numeric in P13016 / R13016C16: got 'PB0504138119'

## Warning: Expecting numeric in P13017 / R13017C16: got 'PB0504138153'

## Warning: Expecting numeric in P13018 / R13018C16: got 'PB0504138252'

## Warning: Expecting numeric in P13019 / R13019C16: got 'PI2911073833'

## Warning: Expecting numeric in P13020 / R13020C16: got 'PB0504138291'

## Warning: Expecting numeric in P13021 / R13021C16: got 'PB0504138722'

## Warning: Expecting numeric in P13022 / R13022C16: got 'PB0504138779'

## Warning: Expecting numeric in P13023 / R13023C16: got 'PB0504138800'

## Warning: Expecting numeric in P13024 / R13024C16: got 'PB0504138890'

## Warning: Expecting numeric in P13025 / R13025C16: got 'PB0504138898'

## Warning: Expecting numeric in P13026 / R13026C16: got 'CE0504138184'

## Warning: Expecting numeric in P13027 / R13027C16: got 'CE0504138331'

## Warning: Expecting numeric in P13028 / R13028C16: got 'PR0904082837'

## Warning: Expecting numeric in P13029 / R13029C16: got 'CE0504138563'

## Warning: Expecting numeric in P13030 / R13030C16: got 'CE0504138579'

## Warning: Expecting numeric in P13031 / R13031C16: got 'CE0504138645'

## Warning: Expecting numeric in P13032 / R13032C16: got 'CE0504138708'

## Warning: Expecting numeric in P13033 / R13033C16: got 'CE0504138825'

## Warning: Expecting numeric in P13034 / R13034C16: got 'CE0604139032'

## Warning: Expecting numeric in P13035 / R13035C16: got 'PE1308092868'

## Warning: Expecting numeric in P13036 / R13036C16: got 'PI0404137176'

## Warning: Expecting numeric in P13037 / R13037C16: got 'PI0404137192'

## Warning: Expecting numeric in P13038 / R13038C16: got 'PI0404137212'

## Warning: Expecting numeric in P13039 / R13039C16: got 'RS1403135350'

## Warning: Expecting numeric in P13040 / R13040C16: got 'RN1507118279'

## Warning: Expecting numeric in P13041 / R13041C16: got 'CE3004085711'

## Warning: Expecting numeric in P13042 / R13042C16: got 'CE3011070354'

## Warning: Expecting numeric in P13043 / R13043C16: got 'ES1604086033'

## Warning: Expecting numeric in P13044 / R13044C16: got 'SC1211094242'

## Warning: Expecting numeric in P13045 / R13045C16: got 'RS1311094262'

## Warning: Expecting numeric in P13046 / R13046C16: got 'SC1211094244'

## Warning: Expecting numeric in P13047 / R13047C16: got 'MA2811077631'

## Warning: Expecting numeric in P13048 / R13048C16: got 'MA2911072983'

## Warning: Expecting numeric in P13049 / R13049C16: got 'MA2911078801'

## Warning: Expecting numeric in P13050 / R13050C16: got 'MT0705090946'

## Warning: Expecting numeric in P13051 / R13051C16: got 'MT2010093824'

## Warning: Expecting numeric in P13052 / R13052C16: got 'SC1211094230'

## Warning: Expecting numeric in P13053 / R13053C16: got 'PA3011074120'

## Warning: Expecting numeric in P13054 / R13054C16: got 'PB2911078136'

## Warning: Expecting numeric in P13055 / R13055C16: got 'PB3004080623'

## Warning: Expecting numeric in P13056 / R13056C16: got 'PB2711073110'

## Warning: Expecting numeric in P13057 / R13057C16: got 'PB3011070340'

## Warning: Expecting numeric in P13058 / R13058C16: got 'PE1912080813'

## Warning: Expecting numeric in P13059 / R13059C16: got 'RJ1812170790'

## Warning: Expecting numeric in P13060 / R13060C16: got 'CE1006113198'

## Warning: Expecting numeric in P13061 / R13061C16: got 'MA1605113217'

## Warning: Expecting numeric in P13062 / R13062C16: got 'PB0612125142'

## Warning: Expecting numeric in P13063 / R13063C16: got 'MA1507112207'

## Warning: Expecting numeric in P13064 / R13064C16: got 'CE1407115551'

## Warning: Expecting numeric in P13065 / R13065C16: got 'ES1507118352'

## Warning: Expecting numeric in P13066 / R13066C16: got 'ES1507111248'

## Warning: Expecting numeric in P13067 / R13067C16: got 'ES1307114492'

## Warning: Expecting numeric in P13068 / R13068C16: got 'ES1507117823'

## Warning: Expecting numeric in P13069 / R13069C16: got 'SC1307114378'

## Warning: Expecting numeric in P13070 / R13070C16: got 'SC1307114543'

## Warning: Expecting numeric in P13071 / R13071C16: got 'MA1507111257'

## Warning: Expecting numeric in P13072 / R13072C16: got 'MA1407116094'

## Warning: Expecting numeric in P13073 / R13073C16: got 'MA1407116676'

## Warning: Expecting numeric in P13074 / R13074C16: got 'MA1107113052'

## Warning: Expecting numeric in P13075 / R13075C16: got 'MA1307114700'

## Warning: Expecting numeric in P13076 / R13076C16: got 'CE1312182336'

## Warning: Expecting numeric in P13077 / R13077C16: got 'RN1011152150'

## Warning: Expecting numeric in P13078 / R13078C16: got 'ES1305200028'

## Warning: Expecting numeric in P13079 / R13079C16: got 'SP1305200030'

## Warning: Expecting numeric in P13080 / R13080C16: got 'SP1305200032'

## Warning: Expecting numeric in P13081 / R13081C16: got 'SP1305200036'

## Warning: Expecting numeric in P13082 / R13082C16: got 'ES1305200038'

## Warning: Expecting numeric in P13083 / R13083C16: got 'SC1305200054'

## Warning: Expecting numeric in P13084 / R13084C16: got 'SP1305200055'

## Warning: Expecting numeric in P13085 / R13085C16: got 'AL1803190057'

## Warning: Expecting numeric in P13086 / R13086C16: got 'ES1204190092'

## Warning: Expecting numeric in P13087 / R13087C16: got 'ES2509190103'

## Warning: Expecting numeric in P13088 / R13088C16: got 'SP0207202476'

## Warning: Expecting numeric in P13089 / R13089C16: got 'PR1111202990'

## Warning: Expecting numeric in P13090 / R13090C16: got 'SP0912203168'

## Warning: Expecting numeric in P13091 / R13091C16: got 'SP0912203169'

## Warning: Expecting numeric in P13092 / R13092C16: got 'SP0912203171'

## Warning: Expecting numeric in P13093 / R13093C16: got 'SP0912203172'

## Warning: Expecting numeric in P13094 / R13094C16: got 'SP0912203174'

## Warning: Expecting numeric in P13095 / R13095C16: got 'SP0912203175'

## Warning: Expecting numeric in P13096 / R13096C16: got 'SP0912203178'

## Warning: Expecting numeric in P13097 / R13097C16: got 'PB0912203205'

## Warning: Expecting numeric in P13098 / R13098C16: got 'PB0912203208'

## Warning: Expecting numeric in P13099 / R13099C16: got 'SC1112203293'

## Warning: Expecting numeric in P13100 / R13100C16: got 'MS1612203561'

## Warning: Expecting numeric in P13101 / R13101C16: got 'PB1712203564'

## Warning: Expecting numeric in P13102 / R13102C16: got 'PB2308211427'

## Warning: Expecting numeric in P13103 / R13103C16: got 'ES2308212788'

## Warning: Expecting numeric in P13104 / R13104C16: got 'PR0612217955'

## Warning: Expecting numeric in P13105 / R13105C16: got 'RS0812219918'

## Warning: Expecting numeric in P13106 / R13106C16: got 'MT1305200002'

## Warning: Expecting numeric in P13107 / R13107C16: got 'AM2610190145'

## Warning: Expecting numeric in P13108 / R13108C16: got 'AM2610190146'

## Warning: Expecting numeric in P13109 / R13109C16: got 'AM2610190148'

## Warning: Expecting numeric in P13110 / R13110C16: got 'AM2610190149'

## Warning: Expecting numeric in P13111 / R13111C16: got 'AM2610190157'

## Warning: Expecting numeric in P13112 / R13112C16: got 'AL1111202998'

## Warning: Expecting numeric in P13113 / R13113C16: got 'AL1111202999'

## Warning: Expecting numeric in P13114 / R13114C16: got 'AL1111203000'

## Warning: Expecting numeric in P13115 / R13115C16: got 'CE1308181525'

## Warning: Expecting numeric in P13116 / R13116C16: got 'CE1312182339'

## Warning: Expecting numeric in P13117 / R13117C16: got 'CE1312182340'

## Warning: Expecting numeric in P13118 / R13118C16: got 'CE1412182344'

## Warning: Expecting numeric in P13119 / R13119C16: got 'CE1812182348'

#with(m1, table(m1$catstatus, m1$`Project status`))

# Crie uma tabela cruzada com as contagens
tabela_contagem <- table(m2$dummy_situação)

# Crie um data frame com a contagem e os percentuais
tabela_completa <- data.frame(Contagem = tabela_contagem, Percentual = prop.table(tabela_contagem) * 100)

# Exiba a tabela
print(tabela_completa)

##   Contagem.Var1 Contagem.Freq Percentual.Var1 Percentual.Freq
## 1             0         13852               0        62.09988
## 2             1          8454               1        37.90012

# Verificar missing values
#colSums(is.na(m1))
colSums(is.na(m2))

##                                                                      Município 
##                                                                              0 
##                                                                        codibge 
##                                                                              0 
##                                                                            pib 
##                                                                              0 
## Impostos, líquidos de subsídios, sobre produtos a preços correntes (Mil Reais) 
##                                                                              0 
##                                             População residente (Pessoas) 2022 
##                                                                              0 
##                                                                    taxa_de_urb 
##                                                                              0 
##                                                                             UF 
##                                                                              0 
##                                                                       Situação 
##                                                                              0 
##                                                                 dummy_situação 
##                                                                              0 
##                                                           Causa da paralisação 
##                                                                              0 
##                                                                     causa_edit 
##                                                                              0 
##                                                                   Exec. física 
##                                                                           4755 
##                                                               Exec. financeira 
##                                                                          13506 
##                                                             Valor Investimento 
##                                                                              1 
##                                                             Valor Desbloqueado 
##                                                                          10112 
##                                                                      ID origem 
##                                                                           2364

Definição das variáveis m2

ex.fis=m2$`Exec. física`
ex.fin=m2$`Exec. financeira`
inv=m2$`Valor Investimento`
val.desb=m2$`Valor Desbloqueado`

m2$dummy_situação <- as.factor(m2$dummy_situação)
status=m2$dummy_situação

pib=m2$pib
tx=m2$`Impostos, líquidos de subsídios, sobre produtos a preços correntes (Mil Reais)`
pop=m2$`População residente (Pessoas) 2022`
urb=m2$taxa_de_urb

variáveis categóricas m2

m2$causa_edit <- as.factor(m2$causa_edit)
m2$causa_edit <- relevel(m2$causa_edit, ref = "Em execução")
causa_edit=m2$causa_edit

m2$UF <- as.factor(m2$UF)
m2$UF <- relevel(m2$UF, ref = "SP")
UF=m2$UF

is.factor(m2$causa_edit)

## [1] TRUE

is.factor(m2$UF)

## [1] TRUE

ggplot(m2, aes(x=ex.fin + ex.fis + val.desb, y=status)) + 
  geom_point() + 
  stat_smooth(method="glm", method.args=list(family="binomial"), se=FALSE)

## `geom_smooth()` using formula = 'y ~ x'

## Warning: Removed 13506 rows containing non-finite values (`stat_smooth()`).

## Warning: glm.fit: algoritmo não convergiu

## Warning: Computation failed in `stat_smooth()`
## Caused by error:
## ! valores y devem ser 0 <= y <= 1

## Warning: Removed 13506 rows containing missing values (`geom_point()`).

Logit \(m2\)

m2log=glm(status~ ex.fin + ex.fis + inv + val.desb + pib + pop + tx + UF + urb, family = binomial(link = "logit"), data=m2)

summary(m2log)

## 
## Call:
## glm(formula = status ~ ex.fin + ex.fis + inv + val.desb + pib + 
##     pop + tx + UF + urb, family = binomial(link = "logit"), data = m2)
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)    
## (Intercept) -5.507e-01  9.479e-02  -5.809 6.27e-09 ***
## ex.fin      -2.642e-01  1.134e-01  -2.330 0.019819 *  
## ex.fis       9.770e-01  9.262e-02  10.548  < 2e-16 ***
## inv         -1.384e-09  1.954e-09  -0.708 0.478829    
## val.desb    -1.948e-08  5.271e-09  -3.695 0.000220 ***
## pib          9.251e-09  8.171e-09   1.132 0.257528    
## pop         -1.716e-07  1.385e-07  -1.239 0.215307    
## tx          -3.686e-08  4.469e-08  -0.825 0.409514    
## UFAC         3.211e-01  2.326e-01   1.380 0.167439    
## UFAL         9.062e-01  1.628e-01   5.566 2.60e-08 ***
## UFAM         1.052e+00  2.231e-01   4.713 2.44e-06 ***
## UFAP        -3.312e-01  3.066e-01  -1.080 0.280059    
## UFBA         3.904e-01  1.152e-01   3.389 0.000702 ***
## UFCE         5.819e-01  1.237e-01   4.703 2.56e-06 ***
## UFDF        -1.933e+00  1.118e+00  -1.729 0.083875 .  
## UFES         2.333e-01  2.072e-01   1.126 0.260186    
## UFGO         7.966e-01  1.238e-01   6.437 1.22e-10 ***
## UFMA         5.045e-01  1.277e-01   3.952 7.74e-05 ***
## UFMG         6.292e-02  1.133e-01   0.555 0.578647    
## UFMS        -3.169e-02  1.649e-01  -0.192 0.847595    
## UFMT         1.032e-01  1.717e-01   0.601 0.548024    
## UFPA         9.980e-02  1.550e-01   0.644 0.519637    
## UFPB         8.191e-01  1.305e-01   6.278 3.42e-10 ***
## UFPE         4.305e-01  1.280e-01   3.364 0.000769 ***
## UFPI        -2.524e-01  1.545e-01  -1.633 0.102381    
## UFPR        -3.812e-01  1.362e-01  -2.799 0.005132 ** 
## UFRJ         2.459e-01  1.456e-01   1.688 0.091349 .  
## UFRN        -1.195e-01  1.333e-01  -0.896 0.370259    
## UFRO         1.084e-01  2.237e-01   0.485 0.628025    
## UFRR        -9.835e-01  3.235e-01  -3.040 0.002366 ** 
## UFRS        -4.328e-01  1.232e-01  -3.512 0.000444 ***
## UFSC        -2.312e-01  1.381e-01  -1.674 0.094154 .  
## UFSE         2.820e-01  1.480e-01   1.905 0.056840 .  
## UFTO         8.623e-01  1.556e-01   5.540 3.03e-08 ***
## urb          1.666e-01  1.929e-01   0.863 0.387901    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 12157  on 8799  degrees of freedom
## Residual deviance: 11548  on 8765  degrees of freedom
##   (13506 observations deleted due to missingness)
## AIC: 11618
## 
## Number of Fisher Scoring iterations: 4

Método Stepwise

step(m2log, direction = 'both')

## Start:  AIC=11617.59
## status ~ ex.fin + ex.fis + inv + val.desb + pib + pop + tx + 
##     UF + urb
## 
##            Df Deviance   AIC
## - inv       1    11548 11616
## - tx        1    11548 11616
## - urb       1    11548 11616
## - pib       1    11549 11617
## - pop       1    11549 11617
## <none>           11548 11618
## - ex.fin    1    11553 11621
## - val.desb  1    11561 11629
## - ex.fis    1    11661 11729
## - UF       26    11893 11911
## 
## Step:  AIC=11616.11
## status ~ ex.fin + ex.fis + val.desb + pib + pop + tx + UF + urb
## 
##            Df Deviance   AIC
## - urb       1    11549 11615
## - tx        1    11549 11615
## - pib       1    11550 11616
## - pop       1    11550 11616
## <none>           11548 11616
## + inv       1    11548 11618
## - ex.fin    1    11553 11619
## - val.desb  1    11598 11664
## - ex.fis    1    11662 11728
## - UF       26    11893 11909
## 
## Step:  AIC=11614.82
## status ~ ex.fin + ex.fis + val.desb + pib + pop + tx + UF
## 
##            Df Deviance   AIC
## - tx        1    11550 11614
## - pop       1    11550 11614
## - pib       1    11550 11614
## <none>           11549 11615
## + urb       1    11548 11616
## + inv       1    11548 11616
## - ex.fin    1    11554 11618
## - val.desb  1    11598 11662
## - ex.fis    1    11665 11729
## - UF       26    11893 11907
## 
## Step:  AIC=11613.75
## status ~ ex.fin + ex.fis + val.desb + pib + pop + UF
## 
##            Df Deviance   AIC
## - pop       1    11550 11612
## - pib       1    11551 11613
## <none>           11550 11614
## + tx        1    11549 11615
## + urb       1    11549 11615
## + inv       1    11549 11615
## - ex.fin    1    11555 11617
## - val.desb  1    11599 11661
## - ex.fis    1    11666 11728
## - UF       26    11896 11908
## 
## Step:  AIC=11612.37
## status ~ ex.fin + ex.fis + val.desb + pib + UF
## 
##            Df Deviance   AIC
## - pib       1    11552 11612
## <none>           11550 11612
## + inv       1    11550 11614
## + pop       1    11550 11614
## + tx        1    11550 11614
## + urb       1    11550 11614
## - ex.fin    1    11556 11616
## - val.desb  1    11603 11663
## - ex.fis    1    11666 11726
## - UF       26    11897 11907
## 
## Step:  AIC=11611.66
## status ~ ex.fin + ex.fis + val.desb + UF
## 
##            Df Deviance   AIC
## <none>           11552 11612
## + pib       1    11550 11612
## + tx        1    11550 11612
## + pop       1    11551 11613
## + urb       1    11551 11613
## + inv       1    11551 11613
## - ex.fin    1    11557 11615
## - val.desb  1    11604 11662
## - ex.fis    1    11668 11726
## - UF       26    11897 11905

## 
## Call:  glm(formula = status ~ ex.fin + ex.fis + val.desb + UF, family = binomial(link = "logit"), 
##     data = m2)
## 
## Coefficients:
## (Intercept)       ex.fin       ex.fis     val.desb         UFAC         UFAL  
##  -5.089e-01   -2.601e-01    9.821e-01   -2.156e-08    2.638e-01    8.565e-01  
##        UFAM         UFAP         UFBA         UFCE         UFDF         UFES  
##   9.708e-01   -3.845e-01    3.320e-01    5.329e-01   -9.440e-01    1.817e-01  
##        UFGO         UFMA         UFMG         UFMS         UFMT         UFPA  
##   7.557e-01    4.521e-01    2.494e-02   -7.966e-02    5.611e-02    4.000e-02  
##        UFPB         UFPE         UFPI         UFPR         UFRJ         UFRN  
##   7.773e-01    3.878e-01   -3.101e-01   -4.210e-01    2.208e-01   -1.591e-01  
##        UFRO         UFRR         UFRS         UFSC         UFSE         UFTO  
##   6.100e-02   -1.032e+00   -4.681e-01   -2.702e-01    2.404e-01    8.166e-01  
## 
## Degrees of Freedom: 8799 Total (i.e. Null);  8770 Residual
##   (13506 observations deleted due to missingness)
## Null Deviance:       12160 
## Residual Deviance: 11550     AIC: 11610

m2log=glm(formula = status ~ ex.fin + ex.fis + val.desb + UF, 
    family = binomial(link = "logit"), data = m2)

summary(m2log)

## 
## Call:
## glm(formula = status ~ ex.fin + ex.fis + val.desb + UF, family = binomial(link = "logit"), 
##     data = m2)
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)    
## (Intercept) -5.089e-01  8.803e-02  -5.782 7.40e-09 ***
## ex.fin      -2.601e-01  1.114e-01  -2.336 0.019511 *  
## ex.fis       9.821e-01  9.203e-02  10.671  < 2e-16 ***
## val.desb    -2.156e-08  3.596e-09  -5.996 2.02e-09 ***
## UFAC         2.638e-01  2.293e-01   1.151 0.249886    
## UFAL         8.565e-01  1.595e-01   5.369 7.93e-08 ***
## UFAM         9.708e-01  2.181e-01   4.451 8.54e-06 ***
## UFAP        -3.845e-01  3.012e-01  -1.276 0.201831    
## UFBA         3.320e-01  1.088e-01   3.052 0.002270 ** 
## UFCE         5.329e-01  1.196e-01   4.454 8.44e-06 ***
## UFDF        -9.440e-01  6.581e-01  -1.434 0.151443    
## UFES         1.817e-01  2.052e-01   0.886 0.375751    
## UFGO         7.557e-01  1.204e-01   6.277 3.45e-10 ***
## UFMA         4.521e-01  1.233e-01   3.666 0.000246 ***
## UFMG         2.494e-02  1.099e-01   0.227 0.820378    
## UFMS        -7.966e-02  1.605e-01  -0.496 0.619786    
## UFMT         5.611e-02  1.685e-01   0.333 0.739096    
## UFPA         4.000e-02  1.502e-01   0.266 0.789935    
## UFPB         7.773e-01  1.275e-01   6.096 1.09e-09 ***
## UFPE         3.878e-01  1.249e-01   3.106 0.001897 ** 
## UFPI        -3.101e-01  1.493e-01  -2.077 0.037846 *  
## UFPR        -4.210e-01  1.335e-01  -3.153 0.001615 ** 
## UFRJ         2.208e-01  1.444e-01   1.529 0.126158    
## UFRN        -1.591e-01  1.306e-01  -1.218 0.223359    
## UFRO         6.100e-02  2.205e-01   0.277 0.782031    
## UFRR        -1.032e+00  3.213e-01  -3.211 0.001322 ** 
## UFRS        -4.681e-01  1.206e-01  -3.880 0.000104 ***
## UFSC        -2.702e-01  1.359e-01  -1.988 0.046860 *  
## UFSE         2.404e-01  1.454e-01   1.654 0.098162 .  
## UFTO         8.166e-01  1.524e-01   5.357 8.44e-08 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 12157  on 8799  degrees of freedom
## Residual deviance: 11552  on 8770  degrees of freedom
##   (13506 observations deleted due to missingness)
## AIC: 11612
## 
## Number of Fisher Scoring iterations: 4

Teste de análise de variancia Anova m2

anova(m2log, test = "Chisq")

Razão de Chances m2

#stargazer(m1log, title="Resultados",type = "text")
logitor(status ~ ex.fin + ex.fis + val.desb + UF, data=m2)

## Call:
## logitor(formula = status ~ ex.fin + ex.fis + val.desb + UF, data = m2)
## 
## Odds Ratio:
##           OddsRatio  Std. Err.       z     P>|z|    
## ex.fin   7.7098e-01 8.5854e-02 -2.3356 0.0195107 *  
## ex.fis   2.6700e+00 2.4571e-01 10.6714 < 2.2e-16 ***
## val.desb 1.0000e+00 3.5958e-09 -5.9963 2.018e-09 ***
## UFAC     1.3019e+00 2.9848e-01  1.1506 0.2498858    
## UFAL     2.3550e+00 3.7572e-01  5.3687 7.931e-08 ***
## UFAM     2.6401e+00 5.7582e-01  4.4512 8.538e-06 ***
## UFAP     6.8081e-01 2.0508e-01 -1.2764 0.2018311    
## UFBA     1.3937e+00 1.5159e-01  3.0525 0.0022698 ** 
## UFCE     1.7038e+00 2.0384e-01  4.4538 8.436e-06 ***
## UFDF     3.8907e-01 2.5604e-01 -1.4345 0.1514430    
## UFES     1.1993e+00 2.4604e-01  0.8858 0.3757512    
## UFGO     2.1291e+00 2.5633e-01  6.2773 3.445e-10 ***
## UFMA     1.5717e+00 1.9384e-01  3.6660 0.0002464 ***
## UFMG     1.0253e+00 1.1263e-01  0.2271 0.8203779    
## UFMS     9.2343e-01 1.4826e-01 -0.4962 0.6197857    
## UFMT     1.0577e+00 1.7820e-01  0.3331 0.7390959    
## UFPA     1.0408e+00 1.5629e-01  0.2664 0.7899353    
## UFPB     2.1755e+00 2.7740e-01  6.0958 1.089e-09 ***
## UFPE     1.4737e+00 1.8400e-01  3.1059 0.0018973 ** 
## UFPI     7.3337e-01 1.0952e-01 -2.0765 0.0378462 *  
## UFPR     6.5636e-01 8.7644e-02 -3.1532 0.0016152 ** 
## UFRJ     1.2471e+00 1.8005e-01  1.5294 0.1261582    
## UFRN     8.5294e-01 1.1142e-01 -1.2176 0.2233590    
## UFRO     1.0629e+00 2.3435e-01  0.2767 0.7820310    
## UFRR     3.5637e-01 1.1450e-01 -3.2112 0.0013216 ** 
## UFRS     6.2618e-01 7.5543e-02 -3.8803 0.0001043 ***
## UFSC     7.6323e-01 1.0375e-01 -1.9876 0.0468599 *  
## UFSE     1.2718e+00 1.8490e-01  1.6538 0.0981624 .  
## UFTO     2.2628e+00 3.4491e-01  5.3575 8.440e-08 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

#exp(cbind(OR=coef(m1), confint(m1)))

vif(m2log)

##    ex.fin    ex.fis  val.desb      UFAC      UFAL      UFAM      UFAP      UFBA 
##  8.522497  8.754495 14.279259  4.579370  5.701297  5.027958  4.869828  7.889272 
##      UFCE      UFDF      UFES      UFGO      UFMA      UFMG      UFMS      UFMT 
##  6.940189  6.053374  4.736079  7.142449  6.644966  8.058515  5.430963  5.194940 
##      UFPA      UFPB      UFPE      UFPI      UFPR      UFRJ      UFRN      UFRO 
##  5.498228  6.605685  6.445849  5.983417  6.985930  5.670069  6.531112  4.710812 
##      UFRR      UFRS      UFSC      UFSE      UFTO 
##  6.660645  8.112076  6.583927  5.631083  5.731000

##Verdadeira razão de chances m2

exp(cbind(OR=coef(m2log), confint(m2log)))

## Waiting for profiling to be done...

##                    OR      2.5 %    97.5 %
## (Intercept) 0.6011395 0.50554112 0.7139480
## ex.fin      0.7709838 0.61948459 0.9585951
## ex.fis      2.6699672 2.23038944 3.1994358
## val.desb    1.0000000 0.99999997 1.0000000
## UFAC        1.3018707 0.82965572 2.0430542
## UFAL        2.3549703 1.72681984 3.2292803
## UFAM        2.6401249 1.73135915 4.0797873
## UFAP        0.6808086 0.36975065 1.2128440
## UFBA        1.3937380 1.12648675 1.7255473
## UFCE        1.7037874 1.34840051 2.1555382
## UFDF        0.3890728 0.08714976 1.2653776
## UFES        1.1992773 0.80055759 1.7920916
## UFGO        2.1291457 1.68309753 2.6985167
## UFMA        1.5716687 1.23477237 2.0027133
## UFMG        1.0252568 0.82664366 1.2716879
## UFMS        0.9234329 0.67288031 1.2633154
## UFMT        1.0577145 0.75899516 1.4701527
## UFPA        1.0408130 0.77496010 1.3966732
## UFPB        2.1755357 1.69614298 2.7965269
## UFPE        1.4737063 1.15415952 1.8831801
## UFPI        0.7333665 0.54611422 0.9810994
## UFPR        0.6563646 0.50436700 0.8515116
## UFRJ        1.2470855 0.93952072 1.6551480
## UFRN        0.8529425 0.65969043 1.1011016
## UFRO        1.0628995 0.68735693 1.6347766
## UFRR        0.3563742 0.18244477 0.6493617
## UFRS        0.6261754 0.49382845 0.7925638
## UFSC        0.7632335 0.58384543 0.9950597
## UFSE        1.2718139 0.95634397 1.6915002
## UFTO        2.2628299 1.68131246 3.0572688

# Calcular a log-verossimilhança do modelo completo (logm1)
log_likelihood_model <- logLik(m2log)

# Calcular a log-verossimilhança do modelo nulo (intercept apenas)
# Você pode criar um modelo nulo usando a função multinom com apenas ~ 1
null_model <- multinom(status ~ 1, data = m2)

## # weights:  2 (1 variable)
## initial  value 15461.341010 
## final  value 14801.660028 
## converged

log_likelihood_null <- logLik(null_model)

# Calcular o R² de McFadden
R2_McFadden <- 1 - (log_likelihood_model / log_likelihood_null)

# Exibir o resultado
print(R2_McFadden)

## 'log Lik.' 0.6097849 (df=30)

lr_test <- lrtest(m2log)
print(lr_test)

## Likelihood ratio test
## 
## Model 1: status ~ ex.fin + ex.fis + val.desb + UF
## Model 2: status ~ 1
##   #Df  LogLik  Df  Chisq Pr(>Chisq)    
## 1  30 -5775.8                          
## 2   1 -6078.5 -29 605.41  < 2.2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

#coef_test(logm1)

Matriz de confusão

# Supondo que 'm2log' seja o seu modelo
# e 'dados_teste' são os dados para os quais você deseja fazer previsões

# Fazer previsões
previsoes <- predict(m2log, newdata = m2, type = "response")

# Converter as probabilidades em classes (por exemplo, usando um limite de 0.5)
classes_previstas <- ifelse(previsoes >= 0.5, 1, 0)  # Ajuste conforme necessário

# Criar a matriz de confusão
conf_matrix <- table(classes_previstas, status)

# Visualizar a matriz de confusão
print(conf_matrix)

##                  status
## classes_previstas    0    1
##                 0 3193 1946
##                 1 1512 2149

A interpretação dos elementos da matriz é a seguinte:

Verdadeiros Negativos (TN): 3193 Falsos Positivos (FP): 1946 Falsos Negativos (FN): 1512 Verdadeiros Positivos (TP): 2149

Contexto de classificação binária:

Verdadeiros Negativos (TN): O modelo previu corretamente que essas instâncias pertencem à classe 0. Falsos Positivos (FP): O modelo previu incorretamente que essas instâncias pertencem à classe 1 quando, na verdade, pertencem à classe 0 (Erro do Tipo I). Falsos Negativos (FN): O modelo previu incorretamente que essas instâncias pertencem à classe 0 quando, na verdade, pertencem à classe 1 (Erro do Tipo II). Verdadeiros Positivos (TP): O modelo previu corretamente que essas instâncias pertencem à classe 1. A partir desses valores, você pode calcular várias métricas de desempenho do modelo, como precisão, sensibilidade, especificidade, taxa de falsos positivos, taxa de falsos negativos, etc. Essas métricas ajudam a avaliar quão bem o seu modelo está performando em termos de classificação.

# Valores da matriz de confusão
verdadeiros_positivos <- 3193
verdadeiros_negativos <- 2149
falsos_positivos <- 1946
falsos_negativos <- 1512

# Calcular a taxa de precisão
taxa_precisao <- (verdadeiros_positivos + verdadeiros_negativos) / (verdadeiros_positivos + verdadeiros_negativos + falsos_positivos + falsos_negativos)

# Imprimir a taxa de precisão
print(taxa_precisao)

## [1] 0.6070455

#stargazer(m1log, title="Resultados",type = "text")
#logitor(dummystatusm2~ITm2 + km2 + tm2 + catbidm2 + catpppm2 + catsetor3m2, data=m2)

#exp(cbind(OR=coef(m1log), confint(m1log)))

#
head(pp <- fitted(m2log)) 

##         1         2         3         4         5         6 
## 0.4423883 0.3611388 0.2872577 0.2818953 0.2942852 0.2877707

Curva ROC m2

A Curva ROC (Receiver Operating Characteristic Curve) associada ao modelo logístico mensura a capacidade de predição do modelo proposto, através das predições da sensibilidade e da especificidade. Segundo Fawcett (2006) esta técnica serve para visualizar, organizar e classificar o modelo com base na performance preditiva. Hosmer e Lemeschow (2000) sugere a utilização de AUC acima de 0,7 como aceitável.

length(status)

## [1] 22306

f = (fitted(m2log))
length(f)

## [1] 8800

roc1=plot.roc(status, previsoes)

## Setting levels: control = 0, case = 1

## Setting direction: controls < cases

plot(roc1,
     print.auc=TRUE, 
     auc.polygon=TRUE, 
     grud=c(0.1,0.2),
     grid.col=c("green","red"), 
     max.auc.polygon=TRUE, 
     auc.polygon.col="lightgreen", 
     print.thres=TRUE)

##Cod Alexandre 
maxlinhas = length(m2$dummy_situação)
linhas75p = length(m2$dummy_situação)*.75

set.seed(100)

linhas = sample(1:maxlinhas,linhas75p)

#dados de treino 75%
treino = m2[linhas,]

#dados de teste 25%
teste = m2[-linhas,]

# Crie uma amostra aleatória dos dados

UFtr=treino$UF
UFtr = factor(UFtr)
ex.fintr = treino$`Exec. financeira`
ex.fistr = treino$`Exec. física`
val.desbtr = treino$`Valor Desbloqueado`

# Treine o modelo na amostra de treino
modelo_treino <- glm(treino$dummy_situação ~  ex.fintr + ex.fistr + val.desbtr + UFtr, data = treino, family = "binomial")

f = fitted(modelo_treino)
length(f)

## [1] 6602

length(treino$dummy_situação)

## [1] 16729

# Obtenha as probabilidades previstas na amostra de teste
#pr_teste <- predict(modelo_treino, newdata = m2, type = "response")

# Crie a curva ROC
#roc <- roc(treino$dummy_situação, fitted(modelo_treino))

# Plote a curva ROC
#plot(roc, main = "Curva ROC para o modelo logístico binomial")