mining modus-operandi patterns of swedish serial...
TRANSCRIPT
IT 15073
Examensarbete 30 hpOktober 2015
Mining Modus-operandi Patterns of Swedish Serial Burglaries
Simin Cai
Institutionen för informationsteknologiDepartment of Information Technology
!
!
!
Teknisk- naturvetenskaplig fakultet UTH-enheten Besöksadress: Ångströmlaboratoriet Lägerhyddsvägen 1 Hus 4, Plan 0 Postadress: Box 536 751 21 Uppsala Telefon: 018 – 471 30 03 Telefax: 018 – 471 30 00 Hemsida: http://www.teknat.uu.se/student
Abstract
Mining Modus-operandi Patterns of Swedish SerialBurglaries
Simin Cai
Around 22,000 burglaries are reported to the Swedish police in 2012. It is not onlyinefficient to analyze these records by human experts, lots of valuable informationremains hidden due to weakness of human information processing. Data mining is apromising technique to uncover hidden, unknown and potentially valuable informationfrom large amount of data. The goal of this project is to analyze burglary records and find crime patterns from aburglary dataset by using data mining and machine learning techniques. In this paperfrom the perspective of data mining I redefine the crime patterns by InternationalAssociation of Crime Analysts. Then a series of correspondent algorithms andtechniques are introduced to mine these patterns. A prototype is implemented toanalyze the provided dataset. Crime patterns are identified and visualized in anunderstandable and user friendly fashion.
Tryckt av: Reprocentralen ITCIT 15073Examinator: Edith NgaiÄmnesgranskare: Kjell OrsbornHandledare: Martin Boldt, Yan Liu
!
!
!
!""
!"#$%#$&'"
!#" $%&'()*+&,(%"#############################################################################################################################"!"
-#" ./+01'(*%)"##############################################################################################################################"-"
-#!" 2/&/"3,%,%1"#########################################################################################################################"-"
-#-" 455(+,/&,(%"'*67"8,%,%1"#######################################################################################################"9"
-#:" ;6*5&7'"/%/6<5,5"####################################################################################################################"9"
:#" =76/&7)">('0"###########################################################################################################################"?"
:#!" 2/&/"8,%,%1"/%)",%&766,17%&"+',87",%@75&,1/&,(%"5<5&785"###################################################"?"
:#-" ;',87"A/&&7'%5"8,%,%1"#########################################################################################################"?"
9#" =757/'+B"C*75&,(%5"################################################################################################################"!D"
9#!" =757/'+B"8(&,@/&,(%5"########################################################################################################"!D"
9#-" =757/'+B"C*75&,(%5"############################################################################################################"!!"
E#" =757/'+B"37&B()5"#################################################################################################################"!-"
E#!" 37&B()5"F('"=G!"###############################################################################################################"!-"
E#-" 37&B()5"F('"=G-"###############################################################################################################"!9"
?#" 2/&/"H%)7'5&/%),%1"/%)"I'7A'(+755,%1"################################################################################"!J"
?#!" 2/&/"H%)7'5&/%),%1"##########################################################################################################"!J"
?#-" 2/&/"A'7A'(+755,%1"############################################################################################################"!J"
?#:" 2/&/"+(%5,5&7%+<"################################################################################################################"-D"
?#9" 2/&/"*5/17"#########################################################################################################################"-D"
K#" 4%/6<5,5"3()765"#####################################################################################################################"-!"
K#!" 4%/6<5,5"8()76"F('"LA'77"###################################################################################################"-!"
K#-" 4%/6<5,5"8()76"F('"M(&"I'()*+&"#########################################################################################"-!"
K#:" 4%/6<5,5"8()76"F('"M(&"LA(&"##############################################################################################"--"
K#9" 4%/6<5,5"8()76"F('"M(&"I6/+7"#############################################################################################"--"
K#E" 4%/6<5,5"8()76"F('"+(''76/&,%1"F'7C*7%&"A/&&7'%5"#############################################################"-:"
K#?" 4%/6<5,5"8()76"F('"L7',75"###################################################################################################"-9"
J#" I'(&(&<A7")75,1%"###################################################################################################################"-?"
J#!" N((65"##################################################################################################################################"-?"
-""
J#-" L<5&78"/'+B,&7+&*'7"###########################################################################################################"-K"
J#-#!" G*7'<"$%&7'F/+7##############################################################################################################"-K"
J#-#-" 2/&/O/57"########################################################################################################################"-J"
J#-#:" P(1,+"6/<7'"######################################################################################################################"-J"
J#-#9" Q,5*/6,R/&,(%"P/<7'"#########################################################################################################":D"
J#:" 4"A'7F,ST&'77"O/57)",%&7'/+&,@7"'7A'757%&/&,(%"F('"F'7C*7%&"A/&&7'%5"#############################":D"
J#9" 2',66T)(U%"##########################################################################################################################":-"
V#" W@/6*/&,(%"##############################################################################################################################"::"
V#!" W@/6*/&,(%"(F"=G!"##############################################################################################################"::"
V#!#!" W@/6*/&,(%"(F"LA'77"A/&&7'%5"#########################################################################################"::"
V#!#-" W@/6*/&,(%"(F"M(&"I'()*+&"A/&&7'%5"###############################################################################":E"
V#!#:" W@/6*/&,(%"(F"M(&"LA(&"A/&&7'%5"####################################################################################":E"
V#!#9" W@/6*/&,(%"(F"M(&"I6/+7"A/&&7'%5"###################################################################################":?"
V#!#E" W@/6*/&,(%"(F";(''76/&,%1"F'7C*7%&"A/&&7'%5"#################################################################":K"
V#!#?" =75*6&5"(F"7@/6*/&,(%"#####################################################################################################":V"
V#-" W@/6*/&,(%"(F"=G-"##############################################################################################################":V"
V#-#!" W@/6*/&,(%"(F"L,8,6/',&<"57/'+B"######################################################################################"9D"
V#-#-" W@/6*/&,(%"(F";6*5&7'"/%/6<5,5"########################################################################################"9!"
V#-#:" =75*6&5"(F"7@/6*/&,(%"#####################################################################################################"9:"
!D#" ;(%+6*5,(%"/%)"F*&*'7"U('0"##############################################################################################"9E"
!D#!" ;(%+6*5,(%"#########################################################################################################################"9E"
!D#-" X*&*'7"U('0"#######################################################################################################################"9E"
=7F7'7%+75"#####################################################################################################################################"9K"
"
!""
() *#$+",-.$/"#'2*',%1"&B7"+(%1'755,(%/6"B7/',%15"'71/'),%1"&B7",%&766,17%+7"F/,6*'7",%"&B7"VY!!"/&&/+0"/&"&B7">('6)"N'/)7";7%&7'",%"Z7U"[('0";,&<\"X.$"),'7+&('"=(O7'&"L#"3*7667'",%),+/&7)"&U("A',8/'<"A'(O6785"(F"6/U"7%F('+787%&"/17%+,75]"&B7<"B/@7"O77%"78AB/5,R,%1"&(("8*+B",%")7/6,%1"U,&B"+',875"/F&7'"+(88,&87%&"'/&B7'"&B/%"A'7@7%&,%1"&B7"+',875"O7F('7B/%)^"&B7<"B/@7"O77%"8/0,%1"&(("8*+B"7FF('&"&("+(667+&")/&/",%",%@75&,1/&,(%5\"UB,67"&(("6,&&67",%"/%/6<R,%1"&B7",%F('8/&,(%"&B7<"17&"_!`#"""
>,&B")'/8/&,+",%+'7/57"(F")/&/"@(6*87"/%)"6/+0"(F"7SA7',7%+7)"/%/6<5&5\"/%/6<R,%1"&B7"1/&B7'7)"7@,)7%+7"O7+(875"/"O,1"+B/667%17"(F"&B7"A(6,+7"_-`#"$%"<7/'5"-DD:Y-DD9\"F('"7S/8A67\"E#V"8,66,(%"+',875"U7'7"'7A('&7)",%"W%16/%)"/%)">/675"_:`#"3('7(@7'\"'757/'+B"/%)"A'/+&,+7"B/@7")78(%5&'/&7)"&B/&"B*8/%"7SA7'&5"/6(%7"/'7"%(&"7%(*1B"F('"+',87",%@75&,1/&,(%"/%)"A'7@7%&,(%")*7"&("&B7"%/&*'7"(F"B*8/%"O7,%1",%",%F('8/&,(%"A'(+755,%1"/%)")7+,5,(%"8/0,%1"_9`#">,&B"&B757"+(%+7'%5"8/%<"5(F&U/'7"5<5&785"/%)"&((65"B/@7"O77%")7@76(A7)"&("/,)",%@75&,1/&,(%"/%)"/%/6<5,5#".<"7SA6(,&,%1")/&/"8,%,%1\"5&/&,5&,+5"/%)"@,5*/6,R/&,(%"&7+B%,C*75"6/'17"/8(*%&"(F")/&/"+/%"O7"/%/6<R7)"O<"+(8A*&7'5"&("F,%)"A/&&7'%5"/%)"(&B7'"*57F*6",%F('8/&,(%#"
>B,67" B/') "7@,)7%+75"5*+B"/5"2Z4"('"F,%17'A',%&5"/'7"8(5&",8A('&/%&"/%)")75,'/O67"F('"O*'16/'<",%@75&,1/&,(%5\"&B7<"/'7"%(&"/6U/<5"/@/,6/O67")*7"&("8/%<"'7/5(%5#".*&"5(87" 5(F& "7@,)7%+75"/'7"*%/@(,)/O6<"67F&"O<"O*'16/'5\"5*+B"/5"3()*5"aA7'/%),"b3ac"_E`\"UB,+B",5")7F,%7)"/5"/"5*88/'<"(F"+',8,%/6 5"B/O,&5\"&7+B%,C*75"/%)"A7+*6,/',&,75"(F"O7B/@,('_?`#";',8,%(6(1<"7SA7'&5"O76,7@7"&B/&"8*6&,A67"+',875"/'7"6,076<"&("O7"+(%)*+&7)"O<"&B7"5/87"+',8,%/6"('"1'(*A",F"/"B,1B"5,8,6/',&<"(F"3a 5",5"),5+(@7'7)"/8(%1"&B757"+',875"_K`#"N(17&B7'"U,&B"5A/&,/6"/%)"&78A('/6",%F('8/&,(%"3a"+/%"O7"*57)"&("F,%)",%&7'75&,%1"+',87"A/&&7'%5"*5,%1")/&/"8,%,%1"&7+B%,C*75#"
48(%1"(&B7'"&<A75"(F"+',875"O*'16/'<"&/075"*A"/"6/'17"A'(A('&,(%"(F"/66"'7+(')7)"+',875#"M(U7@7'\"&B7"+67/'/%+7"'/&7"F('"/"@(6*87"+',87"5*+B"/5"O*'16/'<",5"@7'<"6(U"b!:d",%"W%16/%)"/%)">/675\"<7/'"-DD:Y-DD9c"_:`#"$%"LU7)7%\"/O(*&"--\DDD"O*'16/'<"+/575"U7'7"'7A('&7)",%"-D!!\"U,&B"/"+67/'/%+7"'/&7"(F":T9d"_J`#""
NB,5"A'(e7+&"/,85"&("/,)"O*'16/'<",%@75&,1/&,(%"/%)"A'7@7%&,(%",%"LU7)7%"O<"F,%),%1",%&7'75&,%1"+',87"A/&&7'%5"F'(8"/%%*/6"%/&,(%/6"O*'16/'<")/&/"U,&B"'767@/%&")/&/"8,%,%1"/%)")/&/"@,5*/6,R/&,(%"&7+B%,C*75#"NB7"3a",%F('8/&,(%"/5"U766"/5"5A/&,/6"/%)"&78A('/6")/&/"/'7"+(667+&7)"/%)"/%/6<R7)#"
$%"&B,5"A'(e7+&"&B7"O*'16/'<")/&/"/'7",%@75&,1/&7)"/%)"@,5*/6,R7)#"NB7"5,8,6/',&<"O7&U77%"O*'16/'<"7%&',75",5")75,1%7)\"/%)"O/57)"(%"&B,5"U7"/'7"/O67"&("F,%)"A(&7%&,/6"+',8,%/6"+6*5&7'5#"H5,%1"/55(+,/&,(%"8,%,%1"&7+B%,C*75",%&7'75&,%1"+',87"A/&&7'%5"/'7"),5+(@7'7)"/%)"F*&*'7"A(55,O67"+',875"+/%"O7"A'7),+&7)#"""
-""
0) 12.34+"-#,'NB,5"&B75,5",5"A/'&"(F"/"A'(e7+&"'71/'),%1"A'(@,),%1"*%,F('8"5&('/17"/%)",%&766,17%&"A'(+755,%1"F('"O*'16/'<"/%/6<5,5",%"LU7)7%#"NB7"A'(e7+&",5"+((A7'/&,(%"O7&U77%".670,%17"$%5&,&*&7"(F"N7+B%(6(1<"b.NMc"/%)"&B7"LU7),5B"A(6,+7#"I(6,+7"(FF,+7'5",%"LU7)7%"*57"/"+B7+0TO(S"F('8"&("+(667+&",%F('8/&,(%"/O(*&"7/+B"O*'16/'<",%"/"5&'*+&*'7)"U/<#">,&B"/"%/&,(%/6"+(@7'/17"&B7")/&/57&"U,66",%+'7/57"O<"--\DDD"'7A('&5"A7'"<7/'#"4&"&B7"8(87%&"'757/'+B7'5"F'(8".NM"B/@7")(%7"('"/'7")(,%1"(&B7'"A/'&5"(F"&B,5"A'(e7+&\",%+6*),%1"&'/%5F7'',%1")/&/"F'(8"+B7+0TO(S"F('85",%&("/")/&/O/57\"/%)")7@76(A,%1"/"U7OTO/57)"C*7'<"5<5&78"U,&B"f7(1'/AB,+"$%F('8/&,(%"L<5&78"bf$Lc"&7+B%,C*75#""
0)( 52$2'6/#/#4'2/&/"8,%,%1",5"&B7"A'(+755"(F"F,%),%1"*57F*6"A/&&7'%5"F'(8")/&/#""L77%"/5"/"07<"5&7A"(F"g%(U67)17"2,5+(@7'<",%"2/&/O/575"bg22c\"UB,+B"'7F7'5"&("&B7"(@7'/66"),5+(@7',%1"(F"*57F*6"0%(U67)17"F'(8")/&/\")/&/"8,%,%1",5"&B7"/AA6,+/&,(%"(F"4'&,F,+,/6"$%&766,17%+7\"3/+B,%7"P7/'%,%1"/%)"5&/&,5&,+/6"/61(',&B85"&("7S&'/+&"A/&&7'%5"F'(8")/&/"*%)7'"/++7A&/O67"+(8A*&/&,(%/6"7FF,+,7%+<"6,8,&/&,(%5"_V`#"
"2/&/"8,%,%1",5"/%",%&7'),5+,A6,%/'<"F,76)"+6(576<"+(%%7+&7)"&("4'&,F,+,/6"$%&766,17%+7\"3/+B,%7"P7/'%,%1\"L&/&,5&,+5\"/5"U766"/5"2/&/O/57"5<5&785"/%)")/&/"@,5*/6,R/&,(%#"2/&/"8,%,%1",%@(6@75"5,S"+(88(%"+6/5575"(F"&/505]";6/55,F,+/&,(%\";6*5&7',%1\"27A7%)7%+<"8()76,%1\"=71'755,(%\"L*88/',R/&,(%\";B/%17"/%)"27@,/&,(%"27&7+&,(%"_V`#"4"5,8,6/'"+/&71(',R/&,(%",5"1,@7%"O<"N/%\"UB,+B"+/&71(',R75")/&/"8,%,%1"87&B()5",%&(";6/55,F,+/&,(%\"455(+,/&,(%"=*67"3,%,%1\";6*5&7',%1"/%)"4%(8/6<"27&7+&,(%"_!D`#"275A,&7"@/',/%+7",%"+/&71(',R/&,(%\"/"5A7+,F,+")/&/"8,%,%1"&/50",5"7,&B7'"&("A'7),+&"*%0%(U%"@/6*75"1,@7%"0%(U%"@/6*75"bI'7),+&,(%c\"('"&("F,%)"*%)7'5&/%)/O67"A/&&7'%5"&B/&")75+',O7"&B7")/&/"b275+',A&,(%c#"N/%"/%)"B,5"+(U('07'5"1,@7"/"'(*1B",66*5&'/&,(%"(F"A'7),+&,@7"/%)")75+',A&,@7")/&/"8,%,%1"87&B()5"_!D`"bX,1*'7"!c#"
"
"
X,1*'7"!#"I'7),+&,@7"/%)")75+',A&,@7")/&/"8,%,%1"87&B()5"_!D`"
"
:""
4"%*8O7'"(F"/61(',&B85"B/@7"O77%"/AA6,7)",%"'7/6"O*5,%755"U('6)"/%)"+(%&',O*&7)"&("+(%5,)7'/O67"O*5,%755"@/6*7"/%)"8('7"/61(',&B85"/'7"+(%&,%*(*56<",%&'()*+7)#"L(87"(F"&B7"8(5&"A(A*6/'")/&/"8,%,%1"/61(',&B85"*57)",%",%)*5&'<"/'7"6,5&7)",%"N/O67"!#"
N/O67"!#";/&71(',R/&,(%"(F")/&/"8,%,%1"&7+B%,C*75"/%)"/61(',&B85"_!D`"
;/&71('<" 461(',&B85";6/55,F,+/&,(%" 27+,5,(%"N'77"/61(',&B85\"=*67TO/57)"/61(',&B85\"./<75,/%"Z7&U('0\"
./+0A'(A/1/&,(%\"gZZ\"7&+#"455(+,/&,(%"=*67"3,%,%1"
4A',(',\"XITf'(U&B\"7&+#"
;6*5&7',%1" gT37/%5\"2.L;4Z\"L76FTa'1/%,R,%1"X7/&*'7"3/A"bLa3c\"7&+#""
NB7"),5+(@7'7)"A/&&7'%5"/'7"7@/6*/&7)"U,&B"/"57',75"(F"+',&7',/#"NB7<"/'7")75,'7)"&("/+B,7@7"5(87")71'77"(F"+7'&/,%&<\"%(@76&<\"A(&7%&,/6"*57F*6%755"/%)"*%)7'5&/%)/O,6,&<"_V`#""
;7'&/,%&<",5"*5*/66<"+(%5,)7'7)"/%"(Oe7+&,@7"+',&7',(%"'71/'),%1"&("B(U"U766"&B7"),5+(@7'7)"A/&&7'%",5"@/6,)"(%"%7U")/&/#";6/55,F,+/&,(%"8()765"/'7"(F&7%"e*)17)"O<"&B7"+6/55,F<,%1"+/A/O,6,&<"(%"&75&"57&"_V`\"UB,+B"+/%"O7"87/5*'7)"U,&B"+(%F*5,(%"8/&',S\"/++*'/+<"('"(&B7'"C*/%&,&/&,@7"87/5*'787%&5"_!D`#"X('"+6*5&7',%1"8()765\"7S&7'%/6",%),+75"5*+B"/5"W%&'(A<"+/%"O7"*57)"&("87/5*'7"+6*5&7'"@/6,),&<"UB7%"/"&75&"57&"U,&B"+6/55"6/O765",5"5*AA6,7)^"(&B7'U,57",%&7'%/6",%),+75\"5*+B"/5"L*8"(F"LC*/'7)"W''('"bLLWc"+/%"O7")7F,%7)"&("87/5*'7"&B7"1(()%755"(F"/"+6*5&7',%1"U,&B(*&"'75A7+&"&("7S&7'%/6",%F('8/&,(%"_!D`#""
>B,67"C*/%&,&/&,@7"87/5*'787%&5"+/%"O7")7F,%7)"F('"+7'&/,%&<"+',&7',(%\"&B7"7@/6*/&,(%"F('"(&B7'"+',&7',/",5"8(5&6<"5*Oe7+&,@7#"Z(@76&<"'7C*,'75"&B7"),5+(@7'7)"A/&&7'%5"/'7"%(%T&',@,/6\"/%)"A(&7%&,/6"*57F*6%755"87/%5"&B7"A/&&7'%5"/'7"O7%7F,+,/6"&("&B7"&/505"/&"B/%)"('",%"&B7"F*&*'7#"I/&&7'%5"/'7"5*AA(57)"&("O7"*%)7'5&/%)/O67"&("/%/6<R7'5"/F&7'"A'(A7'"@,5*/6,R/&,(%"/%)Y('"A(5&TA'(+755,%1#""
.<"+(8O,%,%1"&B757"F(*'"+',&7',/"/%",%&7'75&,%1%755"87/5*'7"+/%"O7")7F,%7)"F('"7@/6*/&,%1"&B7"(@7'/66"@/6*7"(F"A/&&7'%5#"H5,%1"&B,5"87/5*'787%&\"/"A/&&7'%"+/%"O7")7F,%7)"/5"0%(U67)17"),5+(@7'7)"F'(8")/&/",F",&"7S+77)5"5(87",%&7'75&,%1%755"&B'75B(6)#"2*7"&("&B7"5*Oe7+&,@,&<"(F",%&7'75&,%1%755\"&B7")75,'7)"0%(U67)17"/%)"&B7"7@/6*/&,(%"(F"A/&&7'%5"/'7"B,1B6<"*57'"(',7%&7)"/%)")(8/,%"5A7+,F,+\"/%)",5")7&7'8,%7)"O<"UB/&7@7'"F*%+&,(%5"/%)"&B'75B(6)5"&B7"*57'"+B((575"_V`#"
2/&/"8,%,%1"&7+B%,C*75"B/@7"O77%"7SA6(,&7)",%"/"U,)7"@/',7&<"(F"O*5,%755"F,76)5#"$%"X/<</) 5"A/A7'"B7"+(%+6*)7)"&B7"8/,%"O*5,%755"/'7/5",%+6*),%1"8/'07&,%1\"F,%/%+7"b75A7+,/66<",%@75&87%&c\"F'/*)")7&7+&,(%\"8/%*F/+&*',%1\"&767+(88*%,+/&,(%5\"/%)"$%&7'%7&"/17%&5#"L,%+7"&B7%\")/&/"8,%,%1"B/5"O77%"/AA6,7)",%"8/%<"8('7"/'7/5",%@(6@,%1"6/'17"5+/67")/&/"/%/6<5,5\"5*+B"/5"6/U"7%F('+787%&\"O,(,%F('8/&,+5\"/%)"&7S&"8,%,%1#"
9""
0)0 7&&"./2$/"#'+-8%'9/#/#4'4%"/55(+,/&,(%"'*67",5"/%",8A6,+/&,(%"7SA'755,(%"(F"&B7"F('8" \"UB7'7"h"/%)"["/'7",&7857&5"/%)" "_!D`#"$&"'7A'757%&5"/"+(T(++*''7%+7"A/&&7'%"(F"h"/%)"[",%"/"6/'17")/&/57&#"NU("87&',+5"/'7"*57)"&("7@/6*/&7"&B7"7FF7+&,@7%755"(F"/%"/55(+,/&,(%"'*67\"5*AA('&"/%)"+(%F,)7%+7]"
"
"
UB7'7"Z",5"&B7"%*8O7'"(F"&'/%5/+&,(%5",%"&B7"&'/%5/+&,(%"57&"N"/%)" #"f,@7%"/"&'/%5/+&,(%"57&"N\"/55(+,/&,(%"'*67"8,%,%1",5"&("F,%)"/66"/55(+,/&,(%"'*675"B/@,%1"/"5*AA('&"1'7/&7'"&B/%"('"7C*/6"&("!"#$%&"/%)"/"+(%F,)7%+7"1'7/&7'"&B/%"('"7C*/6"&("!"#'(#)\"UB7'7"!"#$%&"/%)"!"#'(#)"/'7"*57'T)7F,%7)"&B'75B(6)5"F('"5*AA('&"/%)"+(%F,)7%+7"'75A7+&,@76<"_!D`#"
4"+(88(%"5&'/&71<"&("8,%7"/55(+,/&,(%"'*675",5"&("),@,)7"&B7"&/50",%&("&U("5&7A5#"X,'5&6<\"F,%)"/66",&7857&5"UB(57"5*AA('&",5"1'7/&7'"&B/%"('"7C*/6"&("!"#$%&#"NB757",&7857&5"/'7"%/87)"*+,-%,#./0.,!$,.$#"X('"&B7"'*67" \"&B7"*%,(%"(F" "/%)" ",5"/"F'7C*7%&",&7857&#"L7+(%)6<\"17%7'/&7"B,1B"+(%F,)7%+7"'*675"F'(8"7/+B"F'7C*7%&",&7857&#"$%"5(87"+/575"U7"(%6<"+/'7"/O(*&"&B7"F'7C*7%&"A/&&7'%5\"UB,+B"/'7"F'7C*7%&"+(T(++*''7%+75"(F"),FF7'7%&"/&&',O*&75#"NB(57"A/&&7'%5"/'7",%"F/+&"F'7C*7%&",&7857&5#"
3/%<"/61(',&B85"B/@7"O77%",%&'()*+7)"&("8,%7"/55(+,/&,(%"'*675"&B(*1B^"4A',(',",5"&B7"O75&T0%(U%"/%)"8(5&"A(A*6/'"/61(',&B8",%"*57"_!D`#"
0): !8-&$%+'2#28;&/&';6*5&7'"/%/6<5,5",5"&("F,%)"1'(*A5"(F"(Oe7+&5"5*+B"&B/&"(Oe7+&5",%"(%7"1'(*A"/'7"5,8,6/'"b'76/&7)c"&("(%7"/%(&B7'"/%)"),FF7'7%&"F'(8"b*%'76/&7)"&(c"(Oe7+&5",%"(&B7'"1'(*A5"_!D`#"L(87&,875"+6*5&7'"/%/6<5,5",5"+/667)" *%5*A7'@,57)"+6/55,F,+/&,(% ",%"&B/&",&"&',75"&("F,%)"B,))7%"5&'*+&*'75",%"*%6/O767)")/&/#"NB7"+6*5&7',%1"5&7A",%"+6*5&7'"/%/6<5,5")(75% &"'7C*,'7"&'/,%,%1")/&/"5,%+7",&",5"A7'F('87)"(%6<"O/57)"(%"&B7",%&7',('",%F('8/&,(%"(F"&B7"/%/6<R7)")/&/#".7F('7"&B7"+6*5&7',%1"5&7A\"B(U7@7'\"/"&'/,%,%1")/&/57&"U,&B"6/O767)"+6/5575",5"(F&7%"%77)7)",%")7F,%,%1"5,8,6/',&<Y),5&/%+7"87/5*'787%&"/%)"5767+&,%1"5,1%,F,+/%&"F7/&*'75#"
NB7"1(/6"(F"+6*5&7'"/%/6<5,5",5"&("8,%,8,R7"&B7",%&'/T+6*5&7'"),5&/%+7"/%)"8/S,8,R7"&B7",%&7'T+6*5&7'"),5&/%+7#"$%"(&B7'"U(')5\",&",5"&("8/S,8,R7"&B7",%&'/T+6*5&7'"5,8,6/',&<"/%)"8,%,8,R7"&B7",%&7'T+6*5&7'"5,8,6/',&<#"L,8A67"3/&+B,%1";(7FF,+,7%&"/%)"i/++/')";(7FF,+,7%&"/'7"5*1175&7)"/5"5*,&/O67"5,8,6/',&<"87/5*'787%&5"F('"O,%/'<"@7+&('5"_!D`#"f,@7%"&U(")/&/"(Oe7+&5"A"/%)"C\"UB,+B"B/@7"(%6<"O,%/'<"/&&',O*&75\"/"L,8A67"3/&+B,%1";(7FF,+,7%&",5")7F,%7)"/5""
E""
"
4"i/++/')";(7FF,+,7%&",5")7F,%7)"/5"
"
M7'7\""
3D!"j"&B7"%*8O7'"(F"/&&',O*&75"UB7'7"A"U/5"D"/%)"C"U/5"!\"
3!D"j"&B7"%*8O7'"(F"/&&',O*&75"UB7'7"A"U/5"!"/%)"C"U/5"D\"
3DD"j"&B7"%*8O7'"(F"/&&',O*&75"UB7'7"A"U/5"D"/%)"C"U/5"D\"
3!!"j"&B7"%*8O7'"(F"/&&',O*&75"UB7'7"A"U/5"!"/%)"C"U/5"!#"
3/%<"/61(',&B85"B/@7"O77%",%&'()*+7)",%"+6*5&7'"/%/6<5,5#"L767+&,%1"/"+6*5&7',%1"/61(',&B8",5"*5*/66<"A'(O678T(',7%&7)"/%)"B7/@,6<")7A7%)7%&"(%"&B7"5B/A7"/%)"5,R7"(F")/&/57&#"2*7"&("5,8A6,+,&<"/%)"7FF,+,7%+<"gT37/%5\"2.L;4Z"/%)"L76F"a'1/%,R,%1"3/A5"/'7"U,)76<"*57)"87&B()5",%"+6*5&7'"/%/6<5,5"/AA6,+/&,(%5"_!D`#"
NB7"@/6,),&<"(F"+6*5&7'5"+/%"O7"7@/6*/&7)"O<"5*A7'@,57)"7@/6*/&,(%\"*%5*A7'@,57)"7@/6*/&,(%"('"/"+(8O,%/&,(%"(F"&B78"_!D`#"$%"5*A7'@,57)"7@/6*/&,(%\"7S&7'%/6"+6/55"6/O765"/'7"A'(@,)7)"/%)"&B7"@/6,),&<",5"87/5*'7)"/5"B(U"1(()"&B7"+6*5&7'5"8/&+B"&B7"+6/5575#"$%"*%5*A7'@,57)"7@/6*/&,(%"%("7S&7'%/6",%F('8/&,(%",5"A'(@,)7)#"NB7"@/6,),&<",5"87/5*'7)"O<"&B7"+(B7'7%+7"U,&B,%"7/+B"+6*5&7'"/%)"57A/'/&,(%"O7&U77%"),FF7'7%&"+6*5&7'5#"4"%*8O7'"(F",%),+75"/'7"*57)"/5"@/6,),&<"87/5*'787%&\"5*+B"/5"7%&'(A<"b5*A7'@,57)c"/%)"L*8"(F"LC*/'7)"W''('"bLLW\"*%5*A7'@,57)c#"
'"
"
"
"
"
"
?""
:) <%82$%,'="+3'
:)( 52$2'9/#/#4'2#,'/#$%88/4%#$'.+/9%'/#>%&$/42$/"#'
&;&$%9&''2/&/"8,%,%1",%@(6@75"5,S"+/&71(',75"(F"&7+B%,C*75]";6/55,F,+/&,(%\";6*5&7',%1\"27A7%)7%+<"8()76,%1\"=71'755,(%\"L*88/',R/&,(%\";B/%17"/%)"27@,/&,(%"27&7+&,(%"_V`#"466"&B757"+/&71(',75"+/%"O7"F(*%)"U,)76<"*57)",%"'757/'+B"/%)"&((65"F('",%&766,17%&"+',87")/&/"/%/6<5,5#"a/&67< 5"U('0",%@75&,1/&75"B(U"/"@/',7&<"(F")/&/"8,%,%1"&7+B%,C*75"+/%"O7"7SA6(,&7)",%"F('7%5,+")/&/"/%/6<5,5"_9`#"I,7"+B/'&5"/%)"B,5&(1'/85"/'7"7FF7+&,@7"&((65"&("@,5*/6,R7"+',87"A/&&7'%5#"f7(1'/AB,+"$%F('8/&,(%"L<5&785"bf$Lc\"B(&5A(&"/%/6<5,5"/%)"5A/&,/6"/%/6<5,5"+/%"O7"*57)"F('"17(+()7)"+',87")/&/#"P,%0"/%/6<5,5"/%)"5(+,/6"%7&U('0"/%/6<5,5"/'7"*57F*6"&("F,%)"+',8,%/6"%7&U('0#";6*5&7',%1"/%/6<5,5"/%)"L76F"a'1/%,R,%1"3/A5"+/%"O7"/AA6,7)"&("/&&78A&"(F"8/&+B,%1"+',875#"L&/&,5&,+5\")7+,5,(%"&'77"+6/55,F,+/&,(%"/%)"/55(+,/&,(%"'*67"8,%,%1"/%)"&B7,'"/AA6,+/&,(%",%"+',87"8,%,%1"/'7"/65("O',7F6<"),5+*557)",%"&B7,'"U('0#"
$%&766,17%&"+',87",%@75&,1/&,(%"5<5&785"787'17)",%"!VJD 5"/%)"7@(6@7)"F'(8"5,8A67")/&/"5&('/17"/%)"@,5*/6,R/&,(%"&((65"&("+(8A'7B7%5,@7"7SA7'&"5<5&785"_!!`#""27A7%),%1"(%"&B7"%/&*'7"(F")/&/"/5"U766"/5"(%"F*%+&,(%/6"'7C*,'787%&5\"),FF7'7%&")/&/"8,%,%1"&7+B%,C*75"B/@7"O77%"7SA6(,&7)#";aIP$Zg",5"/")/&/O/57"/AA6,+/&,(%"&("F,%)"6,%05"O7&U77%")/&/"F'(8"),FF7'7%&"A(6,+7")/&/"5(*'+75#"N("'7/6,R7"&B,5"1(/6"/"8,S"(F"&7+B%,C*75"/'7"*57)\",%+6*),%1"7%&,&<"7S&'/+&,(%\"+6*5&7',%1\"+6/55,F,+/&,(%\"/55(+,/&,(%"'*67"8,%,%1\"57C*7%&,/6"A/&&7'%"8,%,%1\")7@,/&,(%")7&7+&,(%"/%)"6,%0"/%/6<5,5"_!-`#"a&B7'",%&766,17%&"A(6,+7"5<5&785",%+6*)7"XP$ZNL"_!:`\"=W;4I"_!9`\";',87L&/&"_!E`\"7&+#"Z,55/%"5*'@7<7)"&B7"'7A'757%&/&,@7"F('7%5,+"5<5&785",%"&B,5"A/A7'"_!?`"&B/&"+*''7%&6<"B/@7"O77%",%"*57#"M7"+(%+7)75"&B7"8/,%"O'7/0&B'(*1B"(F")/&/"8,%,%1",%"F('7%5,+5",5"F'/*)")7&7+&,(%"/%)"/"8/e('"),'7+&,(%",5",)7%&,F<,%1"&B7"+',87"%7&U('0#"
:)0 !+/9%'?2$$%+#&'9/#/#4'4"@/',7&<"(F"5&*),75"B/@7"O77%"+/'',7)"(*&"&("F,%)"+',87"A/&&7'%5"O/57)"(%"3()*5"aA7'/%),"b3ac",%F('8/&,(%#"""
4"+(8A'7B7%5,@7"7SA7'&"5<5&78"U/5")7@76(A7)"&("A'7),+&"'7T@,+&,8,R/&,(%"(F"/"@,+&,8"/%)",&5"&,87"F'/87"O/57)"(%"3()*5"aA7'/%),",%F('8/&,(%"*5,%1"/"87&B()"O/57)"(%"/"./<75,/%".76,7F"Z7&U('0"/%)"WSA7+&/&,(%"3/S,8,R/&,(%"_!K`#"f,@7%"/"57&"(F"(FF7%)7'"A'(F,675\"&B7"5<5&78",5"/O67"&("F,%)"&B7"+(%%7+&,(%"O7&U77%"+7'&/,%"*%5(6@7)"+',875"/%)"&B7"A(55,O67"+',8,%/65#"""
[(0(&/"/%)">/&/%/O7"B/@7")7@76(A7)"/%"=;I4"b'/%)(8"+B(,+7"A'(O/O,6,&<"/61(',&B8c"8()76"_K`\"UB,+B"*575"5&/&,5&,+"87&B()5"&("+(8A*&7"/"5,8,6/',&<"(F"3()*5"aA7'/%),")/&/"(F"O*'16/'5\"/%)"U,&B"&B,5"5,8,6/',&<"5+('7"/%"*%5(6@7)"+/57"+/%"O7"8/&+B7)"&("A(55,O67"5*5A7+&5#"P/&7'\"WU/'&"
K""
/%)"(&B7'"'757/'+B7'5"+(8A/'7)"&B7"=;I4"8()76"U,&B"/%"/61(',&B8"O/57)"(%"'7+7%+<\"A'(6,F,+%755"/%)"/+&*/6"6(+/&,(%",%F('8/&,(%"b=I4Pc"/%)"/"8()76"&B/&",5"/"+(8O,%/&,(%"(F"&B7"=;I4"/%)"=I4P"b;a3.$Zc"_E`#">B,67"=;I4"+(8A*&75"/%"3aTO/57)"5,8,6/',&<\"=I4P"57705"F('"A(55,O67"5*5A7+&5"O<"8/0,%1"*57"(F"&78A('/6"/%)"5A/&,/6",%F('8/&,(%\"/%)";a3.$Z"+(8O,%75"O(&B"3a"/%)"&78A('/6T5A/&,/6",%F('8/&,(%#"W/+B"(F"&B7"8()765",5"&75&7)"U,&B"/")/&/57&"(F"V??")(875&,+"O*'16/',75"+(88,&&7)"O<":D?"+',8,%/65#"W/+B"+',87",%"&B7")/&/57&",5"&'7/&7)"/5"/"&/'17&\"/%)"(&B7'"+',875",%"&B7")/&/57&"/'7"'/%07)"/++('),%1"&("&B7"6,076,B(()"(F"O7,%1"+(88,&&7)"O<"&B7"5/87"+',8,%/6"/5"&B7"&/'17&"+',87#"NB7"+',875"+(%5,)7'7)"8('7"5,8,6/'"&("&B7"&/'17&"/'7"1,@7%"58/667'"'/%0"%*8O7'#"=75*6&5"5B(U"&B/&";a3.$Z"8()76"(*&A7'F('85"&B7"(&B7'"&U("/%)"%7/'6<"/66"bV9"A7'"+7%&c"(F"&B7"V??"+',875"B/@7"/"'/%0"(F"ED"('"6755#"NB7"'757/'+B"5*1175&5"&B/&"+(8O,%,%1"3a",%F('8/&,(%"U,&B"&78A('/6"/%)"17(1'/AB,+",%F('8/&,(%"1,@75"O75&"A7'F('8/%+7",%"8/&+B,%1"O*'16/',75#""
$%"i/*TMU/%1"/%)";B,7%TP*%1 5"'757/'+B"6,%0"/%/6<5,5"/%)"7%&'(A<"/'7"*57)"&("75&/O6,5B"6,%05"/8(%1"+',87"+/575"/%)"+B'(%,+"+',8,%/65"O/57)"(%"3()*5"aA7'/%),")/&/"_!J`#"NB7"8()76",5"&75&7)"U,&B"&U(")/&/57&"(F"+B'(%,+"'(OO7'<"/%)"'75,)7%+7"O*'16/'<"'75A7+&,@76<#"=75*6&5"5B(U"&B/&":-#?dY:E#Kd"(F"&B7"+/575"'7&',7@7)"F('"/"+B'(%,+"'(OO7'<Y'75,)7%&,/6TO*'16/'<"+',8,%/6"/'7",%)77)"+(88,&&7)"O<"&B7"+',8,%/6"/%)"E9#:dY9:#9d"(F"&B7"+/575"+(88,&&7)"O<"/"+B'(%,+"'(OO7'<Y'75,)7%&,/6TO*'16/'<"+',8,%/6"+/%"O7"'7&',7@7)"*5,%1"&B7"A'(A(57)"/55(+,/&,(%"8()76#"
4))7'67<"+(%)*+&5"/"57',75"(F"+/57"5&*),75"(%"F,%),%1"+',87"A/&&7'%5"F('"O*'16/',75"/%)"57S*/6"/55/*6&5"O/57)"(%"3a",%F('8/&,(%"_!!`#"M7'7\"3*6&,"P/<7'"I7'+7A&'(%"b3PIc"/%)"L76F"a'1/%,R,%1"3/A"bLa3c"/'7"&B7"8(5&",8A('&/%&"&7+B%,C*75"*57)#""
3PI",5"/"5*A7'@,57)"67/'%,%1"87&B()"UB,+B"+6/55,F,75"*%5(6@7)"+/575",%&("0%(U%"5*5A7+&5#">,&B"/")/&/57&"(F":JK"5(6@7)"+',875\"JK"(F"UB,+B"U7'7"+(88,&&7)"O<"&B7"5/87"+',8,%/6"b aFF7%)7'h c"/%)"(&B7'5"'/%)(86<"+B(57%\"/%"3PI"%7&U('0"U/5"O*,6&"&("+6/55,F<"&B7"+',875"8/)7"O<"aFF7%)7'h"F'(8"(&B7'5#"Q/6,)/&7)"(%"/%(&B7'"+',8,%/6" aFF7%)7'[ "UB("+(88,&&7)"9-"+',875\"&B7"8()76"/+B,7@7)"V?#Ed"(F"/++*'/+<#""
$%"+(8A/',5(%"La3",5"/%"*%5*A7'@,57)"67/'%,%1"87&B()"&B/&"F,%)5"+6*5&7'5",%"/")/&/57&#";/575"U,&B,%"7/+B"+6*5&7'"5B/'7"5(87"0,%)"(F"5,8,6/',&<"/%)"&B*5"/"57',/6"+',87"O<"&B7"5/87"+',8,%/6"8/<"'75,)7#"-:KD"57S*/6"(FF7%+75"U7'7"5&*),7)"/%)"1'(*A7)",%&("/"%*8O7'"(F"+6*5&7'5"*5,%1"/"L76FTa'1/%,R,%1"3/A"_!V`#"NB7"+6*5&7'5"U7'7"*57)"&("F('8"A'(F,675"/%)"U7'7"@7',F,7)"O<"A(6,+7"7SA7'&5#"L(87"(F"&B7"A'(F,675"U7'7"+(%5,)7'7)"&("+(%&/,%"(FF7%+75"+(88,&&7)"O<"/"5/87"A7'5(%\"('"B/@7"67/),%1",%F('8/&,(%"F('"&B7",%@75&,1/&,(%#"
>,&B"/"5,8,6/'"1(/6"Z/&B"A7'F('87)"+6*5&7',%1"/%/6<5,5"U,&B"gT37/%5"'/&B7'"&B/%"La3"_-D`#"W%B/%+7)"U,&B"/"U7,1B&,%1"5+B78/"(F"/&&',O*&75"gT37/%5",5"/AA6,7)"&("F,%)"1'(*A5"(F"+',87"'7+(')5"UB,+B"/'7"/65("17(1'/AB,+/66<"+6(57"&("7/+B"(&B7'#"NB7"'75*6&5"/'7"+6/,87)"&("O7"@/6,)/&7)"O<"6((0,%1",%&("+(*'&"),5A(5,&,(%5"(%"&B757"+',87",%+,)7%&5\"O*&"%("+6*5&7',%1"87/5*'787%&"('"8('7")7&/,65"/'7"1,@7%")*7"&("+(%F,)7%&,/6,&<#"
J""
$%5&7/)"(F"/%<"5A7+,F,+"+6*5&7',%1"87&B()5\"[*")75,1%7)"/"5,8,6/',&<"L7187%&7)"3*6&,A67"37&',+"L,8,6/',&<"37/5*'7"bL33L3c"&("F,%)"&B7"8(5&"5,8,6/'",%+,)7%&5"1,@7%"&B7"3a"/&&',O*&75"(F"/"+',87"_-!`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
;B/%)'/"/%)"(&B7'"'757/'+B7'5",8A6787%&"/"C*7'<",%&7'F/+7"&("/"+',87")/&/O/57"/%)"A'(@,)75"&'7%)"A6(&5"(F"+',87"A/&&7'%5"_--`#".75,)75\"577,%1"+',87")/&/"/5"+(%&,%*(*5")/&/"5&'7/8\"/"5&'7/8TO/57)"+6*5&7',%1"&7+B%,C*7",5"/AA6,7)"&("F,%)"A(&7%&,/6"17(1'/AB,+"+6*5&7'5#"$%"&B7,'"+/57"5&*)<\"7,1B&"),5&',+&5"/'7",%)7%&,F,7)"/5"B(&"5A(&5#"
>B,67"/"U,)7"'/%17"(F")/&/"/%/6<5,5"&7+B%,C*75"/'7"7SA6(,&7)"&("/%/6<R7"3()*5"aA7'/%),",%F('8/&,(%\"5(87"(F"&B78"/'7"(O57'@7)"8('7"F'7C*7%&6<"&B/%"(&B7'5",%"'767@/%&"6,&7'/&*'7#"Z7*'/6"%7&U('05"/%)"./<75,/%"87&B()5"/'7"U,)76<"/++7A&7)"&(")("+6/55,F,+/&,(%"/%)"A'7),+&,(%\"UB,67"gT37/%5"/%)"La3"/'7"&B7"F,'5&"+B(,+75"F('"+6*5&7',%1")*7"&("5,8A6,+,&<"/%)"7FF,+,7%+<#"
a%7"&B,%1"U('&B"87%&,(%,%1",5"&B/&"F('"+6/55,F,+/&,(%"&/505"_!!\"!K`"/"+(%5,)7'/O67"5,R7)")/&/57&"U,&B"5(6@7)"+/575"('"5*5A7+&5",5"A'(@,)7)"&("&'/,%"&B7"+6/55,F,7'"/%)"&B7"0%(U%"+',8,%/65"/'7"&B7"&/'17&5#"$%"7@/6*/&,%1"+6*5&7',%1\"8(5&"(F"&B7"5&*),75"/50"7SA7'&5"bA(6,+7"(FF,+7'5"('"+(*'&"),5A(5,&,(%5c"&("7@/6*/&7"&B7"B76AF*6%755"(F"&B7"+6*5&7',%1"'75*6&5"_!V\"-D\"--`#"
LA/&,/6",%F('8/&,(%"B/5"O77%"&/07%",%&("/++(*%&"O<"8/%<"A(6,+7"&((65\"'/%1,%1"F'(8"5,8A67"8/AA,%1"&("/)@/%+7)"f7(1'/AB,+"$%F('8/&,(%"L<5&785"bf$Lc"&7+B%,C*75#"L(87"'757/'+B75"F(+*5"(%"8,%,%1"5A/&,/6"A/&&7'%5"F('"+',87")/&/#"W+0"/%)"B,5"+(U('07'5"76/O('/&7"&B7"5,1%,F,+/%+7"(F"B(&"5A(&"/%/6<5,5\"@/',(*5"/61(',&B85"&("F,%)"B(&"5A(&5"/%)"),FF7'7%&"87&B()5"&("@,5*/6,R7"B(&"5A(&"/'7/5"_-:`#"NB'77"8/e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
X,@7"),FF7'7%&"&7+B%,C*75"/'7"/AA6,7)"&(")("B(&5A(&"8/AA,%1"F('"F(*'"&<A75"(F"@(6*87"+',875"/%)"7@/6*/&7)",%"_-9`#"NB7"7@/6*/&7)"&7+B%,C*75"/'7"A(,%&"8/AA,%1\"5A/&,/6"7+6,A575\"&B78/&,+"8/AA,%1"(F"/)8,%,5&'/&,@7"*%,&5\"1',)"&B78/&,+"8/AA,%1"/%)"&B78/&,+"8/AA,%1"U,&B"g2W"bg7'%76"27%5,&<"W5&,8/&,(%c#"W@/6*/&,(%"'75*6&5"5B(U"&B/&"&B78/&,+"8/AA,%1"U,&B"g2W"+(%5,5&7%&6<"(*&A7'F('85"&B7"(&B7'5#"$%"&B,5"87&B()\",%),@,)*/6"+',87"7@7%&5"/'7"/11'71/&7)"U,&B,%"/"*57'"
V""
5A7+,F,7)"57/'+B"'/),*5#"4"+(%&,%*(*5"5*'F/+7",5"+/6+*6/&7)"UB,+B"'7A'757%&5"&B7")7%5,&<"(F"+',87"7@7%&5\"/%)"/"58((&B"5*'F/+7"8/A",5"A'()*+7)"/+'(55"&B,5"/'7/#"
4"%(@76"87&B()"+(8O,%,%1"/55(+,/&7"'*67"8,%,%1"/%)"+6*5&7',%1",5",%&'()*+7)",%"_-E`#"W557%&,/66<",&"),5+(@7'5"'*675"O<"5&*)<,%1"&B7"(@7'6/<5"(F"+6*5&7'5"(%"),FF7'7%&"6/<7'5\"U,&B"7,&B7'"/"Q7'&,+/6TQ,7U"/AA'(/+B"('"/"M(',R(%&/6TQ,7U"/AA'(/+B#"4%"/*&(%(8(*5"A/&&7'%")7&7+&('",5",8A6787%&7)"&("'7@7/6"+/*57T7FF7+&5"/55(+,/&,(%"'*675"/8(%1"8*6&,A67"17(1'/AB,+/6"6/<7'5#"W@/6*/&,(%"/1/,%5&"/"'7/6"+',87")/&/O/57"5B(U5"&B/&"&B7"&((6"8/%/175"&("),5+(@7'"/55(+,/&,(%"'*675"O7&U77%"+',87"&<A75"/%)"A6/+75#"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
!D""
@) <%&%2+.A'B-%&$/"#&''
@)( <%&%2+.A'9"$/>2$/"#&'NB7"8(5&",8A('&/%&"1(/6"(F"&B,5"&B75,5",5"&(",)7%&,F<"+',87"A/&&7'%5"UB,+B"+/%"O',%1"/O(*&"@/6*/O67"+6*75"F('"O*'16/'<",%@75&,1/&,(%"/%)"A'7@7%&,(%#"4++('),%1"&("&B7")7F,%,&,(%"1,@7%"O<"&B7"$%&7'%/&,(%/6"455(+,/&,(%"(F";',87"4%/6<5&5"b$4;4c\"57@7%"&<A75"(F"+',87"A/&&7'%5"/'7",%&7'75&,%1"&("A(6,+7#"NB7<"/'7"_-?`]"
T L7',75]"4"1'(*A"(F"5,8,6/'"+',875"&B(*1B&"&("O7"+(88,&&7)"O<"&B7"5/87",%),@,)*/6"('"1'(*A"(F",%),@,)*/65"/+&,%1",%"+(%+7'&#"""
T LA'77]"4"5A7+,F,+"&<A7"(F"57',75"+B/'/+&7',R7)"O<"B,1B"F'7C*7%+<"(F"+',8,%/6"/+&,@,&<"U,&B,%"/"'78/'0/O6<"5B('&"&,87"F'/87\"&("&B7"7S&7%&"&B/&"&B7"/+&,@,&<"/AA7/'5"/68(5&"+(%&,%*(*5#"
T M(&"I'7<]"4"1'(*A"(F"+',875"+(88,&&7)"O<"(%7"('"8('7",%),@,)*/65\",%@(6@,%1"@,+&,85"UB("5B/'7"5,8,6/'"AB<5,+/6"+B/'/+&7',5&,+5"/%)Y('"7%1/17",%"5,8,6/'"O7B/@,('#"
T M(&"I'()*+&]"4"1'(*A"(F"+',875"+(88,&&7)"O<"(%7"('"8('7",%),@,)*/65",%"UB,+B"/"*%,C*7"&<A7"(F"A'(A7'&<",5"&/'17&7)"F('"&B7F&#"
T M(&"LA(&]"4"1'(*A"(F"5,8,6/'"+',875"+(88,&&7)"O<"(%7"('"8('7",%),@,)*/65"/&"6(+/&,(%5"U,&B,%"+6(57"A'(S,8,&<"&("(%7"/%(&B7'#"
T M(&"I6/+7]"4"1'(*A"(F"5,8,6/'"+',875"+(88,&&7)"O<"(%7"('"8('7",%),@,)*/65"/&"&B7"5/87"6(+/&,(%#"
T M(&"L7&&,%1]"4"1'(*A"(F"5,8,6/'"+',875"+(88,&&7)"O<"(%7"('"8('7",%),@,)*/65"&B/&"/'7"A',8/',6<"'76/&7)"O<"&<A7"(F"A6/+7"UB7'7"+',875"(++*''7)#"
4A/'&"F'(8"&B7"/O(@7\"A(6,+7"/65(")78/%)5"&B7"F67S,O,6,&<"&("6((0"F('"+(''76/&,%1"F'7C*7%&"A/&&7'%5"/8(%1"5A7+,F,+"/&&',O*&75\"F('",%5&/%+7\"/"+(''76/&,%1"A/&&7'%"+(8O,%,%1"&B7"&<A7"(F"'75,)7%+7"/%)"&B7"87&B()5"&("O'7/0",%#""
4++('),%1"&("UB,+B"/%/6<&,+"&7+B%,C*75"/'7",%@(6@7)\"&B757"+',87"A/&&7'%5")7F,%7)"O<"$4;4"+/%"O7"+/&71(',R7)",%&("F(*'"+6/5575"bN/O67"-c#""
N/O67"-#";/&71(',R/&,(%"(F"$4;4";',87"I/&&7'%5"
$4;4";',87"I/&&7'%5" I/&&7'%"N<A75"LA'77" L,8A67"I/&&7'%5"M(&"I'()*+&"M(&"LA(&" LA/&,/6"I/&&7'%5"M(&"I6/+7"M(&"I'7<" ;(''76/&,%1"X'7C*7%&"I/&&7'%5"M(&"L7&&,%1"L7',75" L,8,6/',&<TO/57)"I/&&7'%5"
"
!!""
LA'77"/%)"M(&"I'()*+&"+/'7"/O(*&"&B7"),5&',O*&,(%"('"F'7C*7%+<"(F"5,%167"/&&',O*&7"UB,+B"+/%"O7",)7%&,F,7)"U,&B"5&/&,5&,+/6"87&B()5"/%)"O<"A'(A7'"87/%5"(F"@,5*/6,R/&,(%#"M(&"LA(&"/%)"M(&"I6/+7"/'7"A/&&7'%5",%"17(1'/AB,+/6"A'(S,8,&<#"f7(T$%F('8/&,(%"L<5&78\"5A/&,/6"+6*5&7',%1"/%)"B7/&"8/A"/'7"*57F*6"F('"&B,5"+/&71('<#"M(&"L7&&,%1"/%)"M(&"I'7<"6((0"F('"A/&&7'%5",%"+(T(++*''7%+7"(F"8*6&,A67"/&&',O*&75#"$%")/&/"8,%,%1"&B757"A/&&7'%5"/'7"7557%&,/66<"F'7C*7%&",&7857&5",%"/55(+,/&,(%"'*675"8,%,%1#"L7',75",5"/"1'(*A"(F"+',875"UB,+B"/'7"5,8,6/'"&("7/+B"(&B7'",%"/"U/<\"UB7'7"+6*5&7',%1"/%/6<5,5"U,66"O7"*57)#"
@)0 <%&%2+.A'B-%&$/"#&''4F&7'"/"5(*%)"/%/6<5,5"(F"&B7"/O(@7"A/&&7'%5\"&U("&<A75"(F",%F('8/&,(%"/'7"F(*%)"&("O7"A/'&,+*6/'6<",%&7'75&,%1#"a%7",5"&B7",%F('8/&,(%"&("B76A"&B7"A(6,+7",%@75&,1/&7"&B7"&'7%)"(F"+',875"/%)"/66(+/&7"'75(*'+75"+(''75A(%)7%&6<#"NB,5",%+6*)75\"F('"7S/8A67\"&B7"F'7C*7%+<"(F"O*'16/'<"+/575"(@7'"),FF7'7%&"A7',()5"(F"<7/'\"&B7"17(1'/AB,+/6"),5&',O*&,(%"(F"+',875\"5&/&,5&,+5"(F"5&(67%"O76(%1,%15\"A'(F,675"(F"@,+&,85\"7&+#""
NB7"(&B7'"&<A7"(F",%F('8/&,(%",5")78/%)7)"8(5&6<"&("A'(@,)7"+6*75"F('"5(6@,%1"5A7+,F,+"+/575#"I'7@,(*5"A5<+B(6(1,+/6"/%)"+',8,%(6(1,+/6"5&*),75"B/@7")78(%5&'/&7)"/"A(5,&,@7"+(%%7+&,(%"O7&U77%"3()*5"aA7'/%),"/%)"&B7",)7%&,&<"(F"+',8,%/6#"L*AA(57"A(6,+7"B/@7"5*++77)7)"&("+/&+B"/"O*'16/'"_K`#"L*AA(57"A(6,+7"B/@7"5(6@7)"(%7"O*'16/'<"+/57"/%)"B/@7"/66"3a",%F('8/&,(%"'7+(')7)#"L,%+7"&B7"5,8,6/',&<"(F"3()*5"aA7'/%),",%),+/&75"/"5,8,6/',&<"(F"A7'5(%/6,&<\"A(6,+7"+/%"A,+&*'7"/"+',8,%/6"A'(F,67"O/57)"(%"&B,5"O*'16/'"/%)"'7*57"&B7"7SA7',7%+7",%",%@75&,1/&,(%"(F"(&B7'"+/575#"Q,+7"@7'5/\"UB7%"/"%7U"O*'16/'<"+/57",5"'7A('&7)\",&",5"+(8A/'7)"U,&B"&B7"+/575"/6'7/)<",%"&B7")/&/O/57\"75A7+,/66<"&B7"(%75"UB,+B"B/@7"/6'7/)<"O77%"5(6@7)#"
NB7'7F('7\"&B,5"A/A7'"U,66"&'<"&("/))'755"&B7"F(66(U,%1"&U("O'(/)"C*75&,(%5]"
=G!]"M(U"+/%"U7"F,%)"&B7"+',87"A/&&7'%5"UB,+B"+/%"B76A"A(6,+7"/66(+/&7"'75(*'+75k"
=G-]"M(U"+/%"U7"/,)"&B7",%@75&,1/&,(%"O/57)"(%"&B7"5,8,6/',&<"O7&U77%"+',87"'7+(')5k"
$%"A'/+&,+7\"/"5(6*&,(%"&("=G!"U,66"O7"/O67"&("F,%)"LA'77\"M(&"I'()*+&\"M(&"LA(&\"M(&"I6/+7\"M(&"I'7<"/%)"M(&"L7&&,%1"(F"&B7"$4;4"+',87"A/&&7'%5^"/"5(6*&,(%"&("=G-"U,66"O7"/O67"&("F,%)"&B7"L7',75"A/&&7'%"bN/O67":c#"
N/O67":#"=757/'+B"C*75&,(%5"/%)"+(''75A(%)7%&"+',87"A/&&7'%5"
$4;4";',87"I/&&7'%5" I/&&7'%"N<A75" =757/'+B"G*75&,(%5"LA'77" L,8A67"I/&&7'%5"
=G!"
M(&"I'()*+&"M(&"LA(&" LA/&,/6"I/&&7'%5"M(&"I6/+7"M(&"I'7<" ;(''76/&,%1"X'7C*7%&"I/&&7'%5"M(&"L7&&,%1"L7',75" L,8,6/',&<TO/57)"I/&&7'%5" =G-"
"
!-""
C) <%&%2+.A'6%$A",&'
C)( 6%$A",&'D"+'<E('$%"&B,5"57+&,(%"&7+B%,C*75"/%)"87&B()5"*57)"&("F,%)"+',87"A/&&7'%5"F('"A(6,+7"'75(*'+7"/66(+/&,(%"/'7"),5+*557)#"N7+B%,C*75"/%)"87&B()5"&("),5+(@7'"5,8A67"A/&&7'%5\"5A/&,/6"A/&&7'%5"/%)"+(''76/&,%1"F'7C*7%&"A/&&7'%5"/'7"),5+*557)"/%)"A'757%&7)"'75A7+&,@76<#"
!"#$%&'$())&*+,'
L,8A67"A/&&7'%5"/'7"A/&&7'%5",%"),5&',O*&,(%"('"F'7C*7%+<"(F"5,%167"/&&',O*&7#">B,67"5&/&,5&,+/6"+/6+*6/&,(%",5"5,8A67\"A'(A7'"@,5*/6,R/&,(%",5"&B7"07<"&("F,%),%1"&B7"A/&&7'%5"7FF,+,7%&6<#"Q/',(*5"+B/'&5"/%)"1'/AB5"+/%"O7"*57)\"F('"7S/8A67\"&,87"57',75"+B/'&\"A,7"+B/'&"/%)"O/'"+B/'&#"
!$()"(%'$())&*+,'
;',87"5&/&,5&,+5"B/@7"5B(U%"&B/&"+',875"(F&7%"+(%+7%&'/&7"(%"57@7'/6"5*O/'7/5"'/&B7'"&B/%"),5A7'57"7@7%6<"(@7'"&B7"UB(67"/'7/#"NB757"+(%+7%&'/&,(%5",%),+/&7"B,1B7'"%77)"(F"A(6,+7"'75(*'+75\"/5"U766"/5"8('7"A(&7%&,/6"57',75"+',875#"4'7/5"(F"+',87"+(%+7%&'/&,(%"/'7"(F&7%"'7F7''7)"&("/5"B(&"5A(&5\"UB,+B"B/@7"/"1'7/&7'"&B/%"/@7'/17"%*8O7'"(F"+',8,%/6"('"),5(')7'"7@7%&5\"('"UB7'7"A7(A67"B/@7"/"B,1B7'"&B/%"/@7'/17"',50"(F"@,+&,8,R/&,(%"_-:`#"=757/'+B"(%"+',87"8/AA,%1"1'7/&6<"F(+*575"(%"F,%),%1"B(&"5A(&5"/%)"A'757%&,%1"&B78"(%"8/A5",%"/%"*%)7'5&/%)/O67"F/5B,(%#""
45"&B7"5,8A675&"+',87"8/AA,%1"&7+B%,C*7\"I(,%&"3/A"5,8A6<"8/A5"7@7'<"+',87"(%"&B7"8/A"/++('),%1"&(",&5"17(1'/AB,+"6(+/&,(%#"./57)"(%"&B7"),5&',O*&,(%"B(&"5A(&5"+/%"O7",)7%&,F,7)"O<"+6*5&7',%1"&7+B%,C*75"('"B7/&"8/A5#""
4"5,8A67"17(1'/AB,+"+6*5&7',%1"/61(',&B8"
L&/'&]"+6*5&7'5_`"j"78A&<\"O(*%)"(F"7/+B"+6*5&7'"
X('"7/+B"A(,%&"A\")("
" ;(8A*&7"&B7"),5&/%+7"O7&U77%"A"/%)"&B7"+7%&7'"(F"7/+B"+6*5&7'#"X,%)"&B7"+6(575&"+6*5&7'";#"
" $F"A",5"U,&B,%"&B7"O(*%)"(F";\"/))"A",%&(";"/%)"*A)/&7"&B7"+7%&7'"(F";#"
" a&B7'U,57"+'7/&7"/"%7U"+6*5&7'"; "(%6<"+(%&/,%,%1"A#"A",5"&B7"+7%&7'"(F"; #"4))"; ",%&("+6*5&7'5_`#"
W%)#""
NB,5"/61(',&B8"B/5"&U("/)@/%&/175"(@7'"gT37/%5#"X,'5&\"&B7"%*8O7'"(F"+6*5&7'5",5"%(&"'7C*,'7)#">B7%"*5,%1"gT37/%5"%*8O7'"(F"7SA7+&7)"+6*5&7'5"7SA7+&/&,(%#"L7+(%)\"O*'16/'5"/'7"O76,7@7)"&("B/@7"/%"/@7'/17"/+&,@7"'/),*5\"UB,+B",5"
!:""
'7A'757%&7)"O<"&B7"O(*%)"(F"+6*5&7'",%"&B,5"/61(',&B8#"NB,5"/61(',&B8"U,66"17%7'/&7"/"6(+/6"(A&,8*8"(F"5A/&,/6"+6*5&7',%1#""
4%(&B7'"A(U7'F*6"/%)"A(A*6/'"B(&"5A(&5"/%/6<5,5"&7+B%,C*7",5"B7/&"8/A#"X'(8"/"17(1'/AB,+"A7'5A7+&,@7\"/"B7/&"8/A",5"/"1'/AB,+/6"'7A'757%&/&,(%"(F"/"AB7%(87%(%"UB7'7"F'7C*7%+<"(F"(++*''7%+7",5"'7A'757%&7)"O<"+(6('5#"H5,%1"87&B()5"5*+B"/5",%&7'A(6/&,(%"('"07'%76")7%5,&<"75&,8/&,(%\"B7/&"8/A"&7+B%,C*7"/11'71/&75"),5+'7&7")/&/"A(,%&5"/%)"A'(@,)75"/"+(%&,%*(*5"/%)"58((&B,%1"5*'F/+7"UB,+B"'7A'757%&5"&B7")7%5,&<"(F"),5&',O*&,(%"/+'(55"/%"/'7/"_-:`#"P(+/&,(%5"U,&B"B,1B7'")7%5,&<"(F"+',87"/'7"8/'07)"U,&B")77A7'"+(6('\",%"UB,+B"U/<"B(&"5A(&5"7/5,6<"787'17#"X,1*'7"-"1,@75"/%"7S/8A67",%"UB,+B"B7/&"8/A",5"/AA6,7)"&(")7&7+&"B(&"5A(&5"(F"@7B,+67"+',87#"=7)"/'7/5\"UB,+B"6,7",%"&B7"U75&"/%)"5(*&B"(F"&B7"8/A\"/'7"B(&"5A(&5"/%)"B/@7"8('7"@7B,+67"+',875#""
"
X,1*'7"-#"4%"7S/8A67"(F"B7/&"8/A"'7A'757%&,%1"@7B,+67"+',87"_-:`"
-.**&%()"+/'0*&12&+)'$())&*+,'
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`#"X('"/"'*67 \"&B7"(++*''7%+7"(F"h"b/%&7+7)7%&c",8A6,75"&B7"(++*''7%+7"(F"["b+(%57C*7%&c#"
NB7"8(5&"A(A*6/'"/61(',&B85"/'7"4A',(',"_-K`"/%)"XITf'(U&B"_-J`#";(8A/'7)"U,&B"4A',(',\"XITf'(U&B"+/%",8A'(@7"&B7"A7'F('8/%+7"5,%+7",&"'7)*+75"&B7")/&/O/57"$a#">,&B"/"+(%)7%57)"5&'*+&*'7"bA/&&7'%"&'77c",&"(%6<"%77)5"&("5+/%"&B7"2."&U,+7#"$%"&B,5"A'(e7+&"&B7"UB(67"5*O57&"(F")/&/57&",5"+/+B7)",%"8/,%"878('<"bL77"L7+&,(%"J#-#:c\"/%)"*5,%1"XI"f'(U&B"U,66"%(&"1/,%"(O@,(*5"/)@/%&/17"5,%+7"&B7"8/,%"(@7'B7/)",5"%(&"5+/%%,%1")/&/57&"/%<"8('7#"4A',(',",5"5,8A67'"/%)"7/5,7'"&(",8A6787%&#""
!9""
NB7"F'7C*7%&",&7857&"8,%,%1"A'(+755"(F"4A',(',"/61(',&B8",5]"
L&/'&]"0j!"
f7%7'/&7"F'7C*7%&",&7857&5"(F"67%1&B"!"
=7A7/&"*%&,6"%("%7U"F'7C*7%&",&7857&5"/'7",)7%&,F,7)"
f7%7'/&7"67%1&B"b0l!c"+/%),)/&7",&7857&5"F'(8"67%1&B"0"F'7C*7%&",&7857&5"
I'*%7"+/%),)/&7",&7857&5"+(%&/,%,%1"5*O57&5"(F"67%1&B"0"&B/&"/'7",%F'7C*7%&"
;(*%&"&B7"5*AA('&"(F"7/+B"+/%),)/&7"O<"5+/%%,%1"&B7"2."
W6,8,%/&7"+/%),)/&75"&B/&"/'7",%F'7C*7%&\"67/@,%1"(%6<"&B(57"&B/&"/'7"F'7C*7%&"
W%)"
NB7"%*8O7'"(F"F'7C*7%&"A/&&7'%5",5"+(%&',O*&7)"O<"&B7"8,%5*AA#">,&B"/"6(U"8,%5*AA"/%)"/"6/'17")/&/57&\"8/%<"A/&&7'%5"/'7"B/')"&("@,5*/6,R7#"$%"&B,5"A'(e7+&"$",%&'()*+7"/"%(@76"A'7F,ST&'77"O/57)",%&7'/+&,@7"'7A'757%&/&,(%"F('"F'7C*7%&"A/&&7'%5#"NB7")7&/,65"U,66"O7"),5+*557)",%"J#:#"
X('"7/+B",&7857&"$"U,&B"8,%5*A]"
P7&"P,")7%(&75"/"5*O57&"(F"$"UB,+B"+(%&/,%5","76787%&5#"
X,%)"/66"8,%+(%F"'*675"U,&B"/"5,%167"+(%57C*7%&"(F"&B7"F('8"$"T"P!" "P!#"
=7A7/&"*%&,6"%("%7U"'*675"/'7"17%7'/&7)]"
f*755"+/%),)/&7"+(%57C*7%&5";0"O<"/AA7%),%1",&785"F'(8"$"T"P0T!"&("P0T!"
Q7',F<"+(%F,)7%+7"(F"7/+B"'*67"$"T";0" ";0"*5,%1"0%(U%",&7857&"5*AA('&"@/6*75""
W%)#"
C)0 6%$A",&'D"+'<E0'$%"&B,5"57+&,(%\"&7+B%,C*75"/%)"87&B()5"*57)"F('"5,8,6/',&<"57/'+B"/%)"+6*5&7'"/%/6<5,5"/'7"),5+*557)#'
!"#"%(*")3'#&(,2*&#&+)'
NB7")/&/57&"*57)",%"&B,5"U('0",5"8,S7)"U,&B"O,%/'<\"&78A('/6"/%)"17(1'/AB,+/6"/&&',O*&75#"NB7('7&,+/66<"/%"(@7'/66"5,8,6/',&<"87/5*'787%&",5")75,1%7)"&("+(%5,)7'"&B7",%F6*7%+7"(F"),FF7'7%&"+/&71(',75"(F"/&&',O*&75]"
"
!E""
M7'7"&"/%)"-"/'7"&U("'7+(')5#"f,@7%"#"+/&71(',75"(F"/&&',O*&75\" ",5"&B7"5,8,6/',&<"(F"&B7"1&B"/&&',O*&7\"/%)" ",5"&B7"U7,1B&"(F"&B7"1&B"/&&',O*&7#"$F"&B7"0&B"/&&',O*&7",5"/%"/5<887&',+"/&&',O*&7"/%)"&B7"@/6*75"(F"&B,5"/&&',O*&7",%"O(&B"&"/%)"-//'7"D\"('"7,&B7'"(F"&B78",5"/"8,55,%1"@/6*7\"&B7%" #"a&B7'U,57 #"
NB7"U7,1B&"(F"7/+B"/&&',O*&7",%"bEc"'7A'757%&5"&B7"5,1%,F,+/%+7"(F"&B,5"/&&',O*&7"&("F,%),%1"/"5,8,6/'"+',87"+/57#"$)7/66<\"/%"7SA7'&",%"O*'16/'<"/%/6<5,5"+/%"A'(@,)7"&B,5",%F('8/&,(%"/5"/"A',(',"/%)"/55,1%"&B7"U7,1B&"(F"7/+B"/&&',O*&75#"46&7'%/&,@76<\"5(87"8/+B,%7"67/'%,%1"87&B()5\"F('"7S/8A67"/"./+0A'(A/1/&,(%"%7*'/6"%7&U('0"_-V`\"+/%"O7"/AA6,7)"&("7S&'/+&"U7,1B&,%1"0%(U67)17"F'(8"&B7")/&/57&",&576F\",F"/"'7/5(%/O6<"O,1")/&/57&",5"A'(@,)7)"&("@/6,)/&7"&B7"/55,1%7)"U7,1B&5#"
H%F('&*%/&76<"%7,&B7'"(F"&B757"/AA'(/+B75"U('05",%"&B,5"A'(e7+&#"NB7"A(6,+7"B/@7"%(",)7/"/O(*&"&B7"5,1%,F,+/%+7"(F"),FF7'7%&"/&&',O*&75" "&B7<"&B,%0"/66"(F"&B78"/'7",8A('&/%&"&B(*1B#"$%"&B7"A'(@,)7)")/&/57&\"U7"(%6<"1(&"/O(*&"-D"+',87"+/575"U,&B"5*1175&7)"5*5A7+&5\"UB,+B",5"%(&"7%(*1B"&(",%F7'"UB,+B"/&&',O*&75"1,@7"8('7",%F('8/&,(%"UB7%"U7"5&'*1167"&("F,%)"5,8,6/',&<"A/&&7'%"O7&U77%"+',87"+/575")(%7"O<"&B7"5/87"5*5A7+&#"
$%"&B7"A'(@,)7)")/&/57&\"/66",%F('8/&,(%"7S+7A&"&B7"7S/+&")/&75"/%)"+(('),%/&75"(F"O*'16/'<"+/575"B/5"/6'7/)<"O77%"A'757%&7)"/5"O,%/'<"/&&',O*&75"bL7+&,(%"?c#"$%"&B,5"A'(e7+&"(%6<"O,%/'<"/&&',O*&75"U,66"O7"+(%5,)7'7)",%"&B7"5,8,6/',&<"+(8A/',5(%#"i/++/')"+(7FF,+,7%&",5"5767+&7)"/5"&B7"5,8,6/',&<"87/5*'787%&#"
-%2,)&*"+/'
NB7",%,&,/6",8A*657"(F"+6*5&7'"/%/6<5,5"6,75",%"&B7"/&&78A&"&("F,%)"+',875")(%7"O<"&B7"5/87"5*5A7+&5"O/57)"(%"&B7"5,8,6/',&<"O7&U77%"+',875#"3('7"17%7'/66<\"7/+B"+6*5&7'"8/<"'7A'757%&"/"+(88(%"5&<67"(F"O*'16/'<#"NB,5",%F('8/&,(%"+/%"O7"@/6*/O67",%"+',8,%/6"A'(F,6,%1"/%)",%@75&,1/&,(%#""
NB7"5&/%)/')"gT37/%5"_:D`"/61(',&B8",5"@7'<"5,8A67"/%)"U,)76<"*57)]"
L&/'&]"
L767+&"g"A(,%&5"/5",%,&,/6"+7%&'(,)5#"
"
" X('8"g"+6*5&7'5"O<"/55,1%,%1"/66"A(,%&5"&("&B7"+6(575&"+7%&'(,)#"
" =7+(8A*&7"+7%&'(,)"(F"7/+B"+6*5&7'#"
W%)"
45"i/++/')"+(7FF,+,7%&",5"+B(57%"/5"&B7"5,8,6/',&<"87/5*'787%&\"&B7"),5&/%+7"F*%+&,(%",%"gT37/%5",5")7F,%7)"/5]""
""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""b?c"
!?""
M7'7"&"/%)"-"/'7"&U("'7+(')5#"ibA\"Cc",5"&B7"i/++/')"+(7FF,+,7%&"UB,+B",5")7F,%7)"/5"WC*/&,(%"b9c#"
3(5&"(F"+',87")/&/"/%/6<5,5"'757/'+B75"/%)"&((65"+B((57"gT37/%5"/5"&B7,'"+6*5&7',%1"87&B()")*7"&("&B7"5,8A6,+,&<"/%)"5A77)"(F"&B7"/61(',&B8#""M(U7@7'\"&B7'7"/'7"57@7'/6"),5/)@/%&/175"UB,+B"6,8,&"&B7"A7'F('8/%+7"(F"+6*5&7',%1"/%)"*5/O,6,&<"(F"/%/6<5,5"&((65#""
X,'5&"(F"/66\"gT37/%5",5"@7'<"57%5,&,@7"&("&B7"5767+&,(%"(F",%,&,/6"+7%&'(,)5#"NB7"+(%@7'17%+7"(F"&B7"/61(',&B8",5"B,1B6<")7A7%)7%&"(%"&B7",%,&,/6"A(5,&,(%",%"&B7"57/'+B,%1"5A/+7\"UB,+B"87/%5"&B/&"/"6(+/6"(A&,8*8"'/&B7'"&B/%"/"16(O/6"(A&,8*8",5"1*/'/%&77)#""NB*5"/"A(('"5767+&,(%"(F",%,&,/6"+7%&(',)5"U,66"'75*6&",%"/"O/)"+6*5&7',%1#"$%"8(5&"+/575"/"'/%)(8"5767+&,(%",5"A7'F('87)"F('"&B7",%,&,/6"+7%&'(,)5\"UB,+B"67/)5"&("/%"*%A'7),+&/O67"A7'F('8/%+7"(F"+6*5&7',%1"/%/6<5,5#"
$%"(')7'"&("/@(,)"O/)",%,&,/6"+7%&'(,)5\"/%",%,&,/6,R/&,(%"87&B()"gT37/%5ll"_:!`"+/%"O7"7SA6(,&7)"&("17&"O7&&7'"A7'F('8/%+7#"NB7",%&*,&,(%"(F"gT37/%5ll",5"&("5A'7/)"(*&"&B7",%,&,/6"+7%&'(,)5"5("&B/&"&B7<"/'7"/5"F/'"/U/<"F'(8"7/+B"(&B7'"/5"A(55,O67#""
.71,%"
$%,&,/6,R/&,(%]"
;B((57"(%7"+7%&7'"*%,F('86<"/&"'/%)(8"F'(8"/8(%1"&B7")/&/"A(,%&5#"
=7A7/&"*%&,6"g"+7%&7'5"B/@7"O77%"+B(57%#"
X('"7/+B")/&/"A(,%&"S\""+(8A*&7"2bSc\"&B7"),5&/%+7"O7&U77%"S"/%)"&B7"%7/'75&"+7%&7'"&B/&"B/5"/6'7/)<"O77%"+B(57%#"
;B((57"(%7"%7U")/&/"A(,%&"/&"'/%)(8"/5"/"%7U"+7%&7'\"*5,%1"/"U7,1B&7)"A'(O/O,6,&<"),5&',O*&,(%"UB7'7"/"A(,%&"S",5"+B(57%"U,&B"A'(O/O,6,&<"A'(A('&,(%/6"&("2bSc-#"
;(%&,%*7"U,&B"5&/%)/')"0T87/%5"+6*5&7',%1#"
W%)#"
NB,5"577),%1"87&B()"B/5"O77%"A'(@7)"&(",8A'(@7"&B7"F,%/6"7''('"(F"gT37/%5"+(%5,)7'/O6<#"46&B(*1B"5(87"7S&'/"&,87",5"%77)7)"F('"&B7",%,&,/6,R/&,(%\"gT37/%5ll"F,%,5B75"+6*5&7',%1"F/5&7'"/%)"F,%)5"/"O7&&7'"+6*5&7',%1"+(8A/'7)"&("&B7"5&/%)/')"gT37/%5"_:!`#"
4%(&B7'")'/UO/+0",5"&B7"A/'/87&7'"g#"NB7"F,%/6"+6*5&7',%1"U,66"+(%&/,%5"g"+6*5&7'5\"UB,+B"/55*875"&B7"*57'"5B(*6)"0%(U"('"7SA7+&"&B7"%*8O7'"(F"+6*5&7'5#"4"5,%167"+6*5&7'"+(*6)"O7"),@,)7)",%&("&U("6755"(A&,8/6"+6*5&7'5"(%6<"O7+/*57"(F"/"6/'17"g\"/%)"(%"&B7"(&B7'"B/%)"/"58/66"g"8/<"'75*6&",%"/%"*%U/%&7)"87'1,%1"(F"&U("+6*5&7'5#"$& 5"/65("@7'<",%+(%@7%,7%&"F'(8"&B7"A7'5A7+&,@7"(F"*5/O,6,&<"5,%+7"&((6"*57'5"/'7"/507)"&(")7+,)7"&B7"%*8O7'"(F"+6*5&7'5\"UB,+B",5"/+&*/66<"(%7"(F"&B7,'"7SA7+&/&,(%"(F"&B7"&((6#"
4%"7FF7+&,@7"5(6*&,(%"&("&B,5"A'(O678",5"&("&'<"(*&"U,&B"),FF7'7%&"g"/%)"F,%)"&B7"(%7"O',%1,%1"&B7"O75&"+6*5&7',%1 #"L,%+7"&B7"A'(@,)7)"O*'16/'<")/&/57&"(%6<"B/@7"/"F7U"5(6@7)"+/575"U,&B"
!K""
5*5A7+&5\",&",5"A(,%&6755"&("*57"5*A7'@,57)"7@/6*/&,(%#"a%"&B7"(&B7'"B/%)\"7@/6*/&,(%"(F"&B7"1(()%755"(F"/"+6*5&7',%1"+/%"O7"O/57)"(%",&5"5&'*+&*'7\"UB,+B"87/%5"A(,%&5",%"&B7"5/87"+6*5&7'"5B(*6)"O7"/5"+6(57"/5"A(55,O67"UB,67"A(,%&5",%"),FF7'7%&"+6*5&7'5"5B(*6)"O7"/5"57A/'/&7"/5"A(55,O67#"$%"&B,5"&B75,5"L*8"(F"LC*/'7)"W''('"bLLWc",5"*57)"&("75&,8/&7"&B7"%*8O7'"(F"+6*5&7'5#"f,@7%"/"+6*5&7',%1"(F"g"+6*5&7'5\"LLW"87/5*'75"&B7"(@7'/66"7''('"/5"F(66(U5]""
" ""
UB7'7"S",5"/")/&/"A(,%&",%"+6*5&7'";,"/%)"8,",5"&B7"+7%&'(,)"(F";,"_!D`#"NB7"7''('"F('"7/+B")/&/"A(,%&",5"&B7"),5&/%+7"O7&U77%"&B7"A(,%&"/%)"&B7"+7%&'7"(F"&B7"+6*5&7'",&"O76(%15"&(#"a%7"+(88(%"87&B()"&("F,%)"&B7"(A&,8/6"g",5"&("+(8A/'7"LLW"F('"/"%*8O7'"(F"+6*5&7',%1"5(6*&,(%5"U,&B"),FF7'7%&"g 5#"NB7" 76O(U "A(,%&",%"&B7"LLW"+*'@7",%),+/&75"&B7"(A&,8/6"g\"UB,+B"87/%5\"O7F('7"&B,5"g"&B7"LLW"+*'@7")'(A5")'/8/&,+/66<"UB,67"/F&7'"&B,5"g"&B7"+*'@7"077A5"5&/O67"('"(%6<")7+6,%75"8('7"56(U6<#"
L("&B7"(@7'/66"87&B()"F('"+6*5&7',%1"*5,%1"gT37/%5ll",5")75+',O7)"/5"F(66(U5]"
.71,%"
=7A7/&"F'(8"gj-"*%&,6"gj3/S\"
" L767+&",%,&,/6"+7%&'(,)5"U,&B"gT37/%5ll#"
" X,%)"g"+6*5&7'5"*5,%1"5&/%)/')"gT37/%5#"
" ;/6+*6/&7"&B7"LLW#"
I6(&"LLW"/1/,%5&"),FF7'7%&"g#"X,%)"&B7"g(A&\"UB,+B",5"&B7"76O(U"A(,%&",%"&B7"+*'@7#""
X,%)"g(A&"+6*5&7'5"*5,%1"5&/%)/')"gT37/%5#"
W%)"
'"
"
"
!J""
F) 52$2'G#,%+&$2#,/#4'2#,'H+%?+".%&&/#4'
F)( 52$2'G#,%+&$2#,/#4'4")/&/57&\"UB,+B",%+6*)75"!D?E"O*'16/'<"+/575"'7A('&7)",%"&B7"5(*&B7'%"A/'&"(F"LU7)7%"/%)"L&(+0B(68"F'(8"i*%7"(F"-D!!"&,66"27+78O7'"(F"-D!-\"B/5"O77%"A'(@,)7)"O<"A(6,+7#"48(%1"&B757"+/575\"--"(F"&B78"/'7"A'(@,)7)"U,&B"+(''75A(%),%1"5*5A7+&5\"UB(57",)7%&,&,75"/'7"/%(%<8,R7)"/%)"'7A6/+7)"O<"/"*%,C*7",)7%&,F,7'#"
N/O67"9"5*88/',R75"/66"/&&',O*&75"(F"O*'16/'<"+/575#"466"(F"&B757"/&&',O*&75"/'7"+(%5,)7'7)"5(87B(U"*57F*6"F('"&B7"O*'16/'<",%@75&,1/&,(%#"N78A('/6"/&&',O*&75",%+6*)7"&B7")/&7"UB7%"&B7"+',87"B/AA7%7)\"/5"U766"/5"57/5(%"b(%6<" U,%&7' "('" 5*887' c"/%)"&,87"b(%6<" )/< \" 7@7%,%1 "('" %,1B& c#";(('),%/&75"/'7"A'(@,)7)"F('"7/+B"+/57#".75,)75" 5",)7%&,&<\"&78A('/6"/%)"5A/&,/6"/&&',O*&75"(F"7/+B"'7A('&7)"+/57\"(&B7'"+(667+&7)"/&&',O*&75",%+6*)7"'75,)7%&,/6"/'7/\"&<A7"(F"'75,)7%+7\"5*''(*%),%15\"/+&,@,&,75"(F"@,+&,85"O7F('7"+',87\"5&(67%"A(55755,(%5\"87&B()5"(F"O*'16/'<\"&'/+75"67F&"O<"O*'16/'5\"7&+#""
48(%1"&B7"/&&',O*&75",%"N/O67"9\" AM/5B ",5"/"5&',%1"/&&',O*&7"UB,+B",%),+/&75"&B7",)7%&,&<"(F"&B7"5*5A7+&"(F"7/+B"+/57#"466"O*&"&B7"--"+/575"U,&B"5*5A7+&5"B/@7"/"ZHPP"@/6*7",%"&B,5"/&&',O*&7#"2/&7 \" ;,&< "/%)" I(5&"+()7 "/&&',O*&75"/'7"5&',%15"'7A'757%&,%1"&B7")/&7\"+,&<"/%)"A(5&"+()7"(F"/"'7A('&7)"O*'16/'<"+/57"'75A7+&,@76<#" P(%1,&*)7 "/%)" P/&,&*)7 "/'7"%*87',+"+(('),%/&75"(F"&B7"+/57#"466"(&B7'"/&&',O*&75\"UB,+B"/'7"8/'07)"U,&B"m",%"N/O67"9\"/'7"A'(@,)7)"U,&B"@/6*7"(F"7,&B7'" [WL "('" Za #"
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
F)0 52$2'?+%?+".%&&/#4'NB7"A'(@,)7)")/&/57&",5"5&('7)",%"/%"WS+76"5B77&#"466")/&/"/'7"7S&'/+&7)"F'(8"&B7"WS+76"5B77&"/%)",8A('&7)",%&("/"3<LGP")/&/O/57\",%"&B/&",&",5"7/5,7'"&("8/,%&/,%"&B7")/&/"U,&B"/")/&/O/57"8/%/1787%&"5<5&78"/5"&B7"O*'16/'<")/&/57&",%+'7/575",%"&B7"F*&*'7#"$%"/)),&,(%\"&B7"A'(&(&<A7"&((6\"UB,+B",5",8A6787%&7)",%"i/@/\"+/%",%&7'/+&"U,&B"&B7"3<LGP")/&/O/57"&B'(*1B"5&/%)/'),R7)"i2.;",%&7'F/+7#"
$%"N/O67"9"&B7"/&&',O*&75"U,&B"m"(%6<"B/@7"@/6*7"(F" [WL "('" Za \"5("&B7<"/'7"7%+()7)"/5"O,%/'<")/&/#"NB7'7",5"%("%7+755,&<"&(")("7S&'/"%('8/6,R/&,(%"F('"&B757"/&&',O*&75#" P(%1,&*)7 "/%)"P/&,&*)7 "/'7"A'(+7557)"/5")(*O67"%*87',+"@/6*75#" 2/&7 ",5"A'(+7557)"/5"N,875&/8A#" AM/5B \";,&< "/%)" I(5&/6";()7 "/'7"5&',%1")/&/"/%)"*57)"/5"&B7<"/'7#"""
!V""
N/O67"9#";',87"/&&',O*&75"F('"7/+B"O*'16/'<"+/57"
-()&/.*3' 4))*"52)&,'L*5A7+&5" AM/5B"
N,87"
L7/5(%"b5*887'YU,%&7'c"m"2/&7"2/<n('n%,1B&"b)/<Y7@7%,%1Y)77A"%,1B&c"m">770)/<n('nU7707%)"bU770)/<YU7707%)c"m"
P(+/&,(%"
P(%1,&*)7"mm"P/&,&*)7"mm";,&<"I(5&/6"+()7"
=75,)7%&,/6"4'7/"m"
7%50,6&Y7%n1'/%%7YF67'/n,%&,66,11/%)7n1'/%%/'YBo'%&(8&n7667'n&(8&Y&(8&n8(&n50(15A/'&,n7667'n/668p%%,%1"
=75,)7%+7"LA7+,F,+/&,(%m"
@,66/Y1q')Y07)e7B*5n7667'nA/'B*5n7667'n'/)B*5Y6p17%B7&nO(5&/)5'p&&Y6p17%B7&nB<'75'p&&"87'np%n7&&nA6/%Y7%A6/%Y0p66/'7Y6p17%B7&nO(&&7%A6/%Y6p17%B7&n6p%15&n*AA"
46/'8"m" 6/'8n*&6o5&Y6/'8n7en*&6o5&Y6/'8n5/O(&7'/&Y6/'8n,%17&n6/'8"
L*''(*%),%15"m"
A(5&7%n&o8)\&p%&n,%(8B*5\O76<5%,%1n*&(8B*5\"O76<5%,%1nAqn1/&/%"F(')(%nAqn*AAF/'&\"1'p506,AA%,%1n7667'n5%o50(&&%,%1\"B*%)nB788/n7667'n50<6&n&7+07%nAqnB*%)"
Q,+&,8"m"
>B7'7n,5n@,+&,8b8q65p1/%)7nB788/n*%)7'nO'(&&7&Y8q65p1/%)7nO('&/n8/Sn-n&,88/'Y8q65p1/%)7nO('&/n-n-9n&,88/'Y8q65p1/%)7nO('&/n87'np%n-9n&,88/'c"W%&'7A'7%7*'5"b717%nFo'7&/1/'7\"Fo'70(887'nO(6/1'71\"7en717%Fo'7&/1/'7c"=7+*''7%+7"b8q65p1/%)7-nq&7'0(88/%)7Y8q65p1/%)7-n5A(%&/%c"I6/%%7)"4O57%+7"b8q65p1/%)7:nA6/%7'/&Y8q65p1/%)7:n(A6/%7'/&c"4+&,@,&<nO7F('7n+',87bB*5Bq665%p'/n&ep%5&YB78O75o0Y*AA',%1)n/@n(0p%&n%*887'n7667'nA7'5(%Y)(0*87%&7'/&nO('&/@/'(nAqn,%&7'%7&YB788/@/'/%)7nO/'%Y/%%(57'/&n0oAn7667'n5p6eYF(')(%nAqnF6<1A6/&5n7667'n1'p%5""c"
W%&'/%+7"Q,7Um" ,%1q%1n(Oe70&7&n,%5<%550<))/&Y,%1q%1n(Oe70&7&n7en,%5<%550<))/&"
W%&'<"I(,%&"m" /6&/%YO/60(%1Y7%&'7n7667'nF'/85,)/Y0p66/'7Yo@7'@q%,%1"
W%&'<"37&B()"m"
)o''YFo%5&7'"O'<&"Y16/50'(55Y*&1q%1nFo'O7'7))Y5/88/n,%n7667'n*&1q%1Y@7'0&<1nF'q%nA6/&57%")78(%&7'/&"
=/%5/+0,%1m" 17%(85o0n17%(85o0&Y17%(85o0nO71'p%5/&n17%(85o0&"
L&(67%"I'()*+&5"m"
/60(B(6n7667'n&(O/0Y7670&'(%,0Y1*6)n7667'n58<+07%Y0(%&/%&7'Y06p)7'Y6p0787)76Y6705/07'Y@/A7%Y0/55/n7667'n@p')7n7667'nO'/%)50qAYA/'F<8Y%<+06/'nF(')(%Y/%%/&YA/55n,)Y,%17&n/@n(@/%5&q7%)7n1()5""
N'/+7"m" F,%17'/@&'<+0Y)%/YB/%)50/'Y50('Y@7'0&<1YFp'1/@5p&&%,%1Y1()5nFo'n5Aq'5o0%,%1Y,%17&n/@n(@/%5&q7%)7n5Aq'"
m"4&&',O*&75"&("O7"7%+()7)"/5"O,%/'<"@/6*75#"
mm"I'7+,5,(%"'78(@7)"&("&B7")71'77"(F"!!D"87&7'5#"
-D""
F): 52$2'."#&/&$%#.;''NB7"A(6,+7"8/07"5*'7"&B/&"/66"'7+(')5"/'7"+(%5,5&7%&"O<"/"i/@/5+',A&"/AA6,+/&,(%"/6(%1"U,&B"&B7"'7A('&"F('8#"X('"7S/8A67\"&B7" L7/5(% "/&&',O*&7\"UB,+B"B/5"(A&,(%/6"@/6*75"(F" 5*887' "/%)"U,%&7' \"+/%%(&"O7"O(&B"('"%7,&B7'"(F"&B78#"4"F7U"'7+(')5",%"&B7"A'(@,)7)")/&/57&"B/@7"8,55,%1"@/6*75",%" 2/&7 \" ;,&< "('" I(5&/6"+()7 #"NB7"8,55,%1" 2/&7 "/&&',O*&7"U,66"O7"/55,1%7)"!VKDTD!TD!\"UB,67"(&B7'"8,55,%1"@/6*75"/'7"/55,1%7)" HZgZa>Z #""
F)@ 52$2'-&24%'466")/&/"/&&',O*&75"/'7"*57)",%"&B7"/%/6<5,5#"NB7"A'(@,)7)")/&/57&",5"*57)"&("7@/6*/&7"LA'77\"M(&"I'()*+7\"M(&"LA(&\"M(&"I6/+7\"M(&"I'7<"/%)"M(&"L7&&,%1"A/&&7'%5"),5+(@7'7)"O<"&B7",8A6787%&7)"&((6#"4"5*O57&"(F"&B7"A'(@,)7)")/&/57&\"UB,+B"(%6<",%+6*)75"--"O*'16/'<"+/575"U,&B"5*5A7+&5\",5"*57)"&("7@/6*/&7"L7',75"A/&&7'%5"),5+(@7'7)"O<"&B7",8A6787%&7)"&((6#"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
-!""
I) 7#28;&/&'6",%8&'$%"&B,5"57+&,(%\"8()765"F('"&B7"/%/6<5,5"(F"),FF7'7%&"+',87"A/&&7'%5"/'7#"4%/6<5,5"8()765"F('"LA'77\"M(&"I'()*+&\"M(&"LA(&\"M(&"I6/+7"/%)"L7',75"A/&&7'%5"/'7")75+',O7)",%),@,)*/66<#"M(&"I'7<"/%)"M(&"L7&&,%15"U,66"O7")75+',O7)"*%)7'"&B7"/%/6<5,5"8()76"F('"+(''76/&,%1"F'7C*7%&"A/&&7'%5\"5,%+7"&B7"(%6<"),FF7'7%+7",%"&B7,'"/%/6<5,5"8()765",5"&B7"5767+&7)"57&"(F"/&&',O*&75#"
I)( 7#28;&/&'9",%8'D"+'J?+%%'$%"&B7"/%/6<5,5"(F"LA'77"A/&&7'%5\"/5"5B(U%",%"X,1*'7":\"*57'"F,'5&"5767+&5"&B7"'7+(')5"&("O7"/%/6<R7)"O<"5A7+,F<,%1"/"&,87"A7',()"/%)"/"17(1'/AB,+"/'7/#"NB757"'7+(')5"/'7"&B7%"/11'71/&7)"O<"&B7,'" 2/&7 "@/6*7",%"&B'77"),FF7'7%&"67@765]")/&7\"8(%&B"/%)"57/5(%#"NB7"/11'71/&7)"'7+(')5",%"8(%&B"('"57/5(%"67@76"1(",%&("1'(*A5"O<"),FF7'7%&"8(%&B5"('"57/5(%5#"X,%/66<"&B7"'7+(')5"/'7"),5A6/<7)",%"&,87"57',75"+B/'&5#""
"Records within user
specified time period and area
fetched
Records aggregated according to “Date”
Time Series chart by days
produced
Time Series chart by months produced
Time Series chart by seasons
produced
Groups by months formed
Groups by seasons formed
"
X,1*'7":#"4%/6<5,5"8()76"F('"LA'77"A/&&7'%5"
"
I)0 7#28;&/&'9",%8'D"+'K"$'H+",-.$'$%"&B7"/%/6<5,5"(F"M(&"I'()*+&"A/&&7'%5\"/5"5B(U%",%"X,1*'7"9\"*57'"F,'5&"5767+&5"&B7"'7+(')5"&("O7"/%/6<R7)"O<"5A7+,F<,%1"/"&,87"A7',()"/%)"/"17(1'/AB,+"/'7/#"NB757"'7+(')5"/'7"&B7%"/11'71/&7)"O<"&B7"@/6*75"(F"&B7,'"5&(67%"A'()*+&5"/&&',O*&75"/%)"&B7%"F('8"1'(*A5#"W/+B"1'(*A"5&/%)5"F('"(%7"&<A7"(F"A'()*+&5"/%)",%+6*)75"/66"'7+(')5"/55(+,/&7)"U,&B"&B,5"&<A7#"X,%/66<"&B7"1'(*A5"/'7"),5A6/<7)",%"/"A,7"+B/'&#"
--""
Records within user specified time
period and area fetched
Records aggregated
according to stolen products
Pie chart produced
Groups by products formed
"
X,1*'7"9#"4%/6<5,5"8()76"F('"M(&"I'()*+&"A/&&7'%5"
"
I): 7#28;&/&'9",%8'D"+'K"$'J?"$'$%"&B7"/%/6<5,5"(F"M(&"5A(&"A/&&7'%5\"/5"5B(U%",%"X,1*'7"E\"/"B7/&8/A",5"A'()*+7)"*5,%1"+(('),%/&75"(F"/66"5767+&7)"'7+(')5#"LA/&,/6"+6*5&7'5"/'7"17%7'/&7)"*5,%1"&B7"5A/&,/6"+6*5&7',%1"/61(',&B8",%"57+&,(%"E#!#"$%"&B7"7%)\"/66",%),@,)*/6"+/575\"&B7"A'()*+7)"B7/&8/A"/%)"/66"+6*5&7'5"/'7"),5A6/<7)"(%"/"8/A#"
Records within user specified time
period and area fetched
Cases populated on map according to their
coordinates
Heatmap produced using coordinates
Spatial clustering using coordinates
Heatmap displayed on
map
Clusters displayed on
map"
X,1*'7"E#"4%/6<5,5"8()76"F('"M(&"LA(&"A/&&7'%5"
"
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
-:""
Records within user specified time period and area fetched
For each record, a list of user specified places populated within a specified radius of this record
Places sorted according to the number of burglary cases in surrounding area
Hot places, as well as associated cases, displayed on map
An index map, <key:case, value:place> created
An index map, <key:place, value:case> created
"
X,1*'7"?#"4%/6<5,5"8()76"F('"M(&"I6/+7"A/&&7'%5"
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
Records within user specified time period and area fetched
Features selected, minsupp and minconf set by user
Apriori Association rule mining
Frequent patterns discovered
Association rules discovered
"
X,1*'7"K#"4%/6<5,5"8()76"F('"+(''76/&,%1"F'7C*7%&"A/&&7'%5"
-9""
I)F 7#28;&/&'9",%8'D"+'J%+/%&'NU("/%/6<5,5"&/505"/'7",%@(6@7)",%"&B7"/%/6<5,5"(F"L7',75"A/&&7'%5#"a%7",5"&("F,%)"'7+(')5"UB,+B"/'7"5,8,6/'"&("/"A'(@,)7)"+',87"+/57#"NB7"(&B7'",5"&("F,%)"+6*5&7'5\"UB,+B"8/<",%),+/&7"+',875"+(88,&&7)"O<"&B7"5/87"+',8,%/6\"/8(%1"/"5767+&7)")/&/57&#"
!"#"%(*")3',&(*67'#.8&%'
X,1*'7"J"5B(U5"&B7"8()76"&(")("5,8,6/',&<"57/'+B#"H57'5"/'7"/66(U7)"&("57&"&,87"/%)"17(1'/AB,+"+(%5&'/,%&5]"(%6<"&B7"+/575"UB,+B"B/AA7%7)"U,&B,%"/"5A7+,F,7)"&,87"U,%)(U"/%)"U,&B,%"/"5A7+,F,7)"17(1'/AB,+/6"/'7/"/'(*%)"&B7"&/'17&"+/57"/'7"+(%5,)7'7)" 5,8,6/' #"H57'5"/'7"/65("/66(U7)"&("5767+&"5A7+,F,+"F7/&*'75"&("+(8A*&7"&B7"5,8,6/',&<#"45"),5+*557)",%"L7+&,(%"E#-\"i/++/')"+(7FF,+,7%&",5"5767+&7)"/5"&B7"5,8,6/',&<"87/5*'787%&#"
Features selected for similarity measurement
Target record imported by user
Records meeting time and geographic constraints fetched
For each record, similarity to target record computed
K most similar record produced
Features selected for similarity measurement
"
X,1*'7"J#"4%/6<5,5"8()76"F('"5,8,6/',&<"57/'+B"
"
-%2,)&*'(+(%3,",'
45"5B(U%",%"X,1*'7"V\"*57'5"/'7"/66(U7)"&("5767+&"F7/&*'75"F('"+6*5&7'"/%/6<5,5#"45"),5+*557)",%"L7+&,(%"E#-\"/"87&B()"*5,%1"gT37/%5ll",5"/AA6,7)"&(")("+6*5&7'"/%/6<5,5#"gT37/%5ll"/'7"F,'5&"'*%"/"%*8O7'"(F"&,875"U,&B"),FF7'7%&"0#"NB7"+(''75A(%),%1"LLW"(F"7/+B"'*%",5"+(8A*&7)"/%)"'7+(')7)\"/%)"&B7%"/%"LLW"+*'@7",5"A6(&&7)#"NB7"0"/&"&B7"76O(U"A(,%&"(%"&B7"LLW"+*'@7",5"+(%5,)7'7)"/5"&B7"(A&,8/6"0\"UB,+B",5"*57)"&(")("&B7"F,%/6"+6*5&7',%1"*5,%1"gT37/%5ll#""
-E""
Records within user specified time period and area fetched
K-Means++ run a number of times with different k. SSE recorded for
each k
Features selected for clustering
The elbow point in SSE curve chosen as the best g(A&
K-Means++ with the g(A&
g(A&""+6*5&7'5"F(*%)"
X,1*'7"V#"4%/6<5,5"8()76"F('"+6*5&7'"/%/6<5,5"
"
"
"
"
"
"
"
"
"
"
"
"
"
"
-?""
L) H+"$"$;?%',%&/4#'
L)( M""8&'$%"&B,5"57+&,(%"&B7"&((65"*57)",%"&B7",8A6787%&/&,(%"(F"&B7"A'(&(&<A7"5<5&78"/'7",%&'()*+7)#"
9:;4'
>Wg4"b>/,0/&("W%@,'(%87%&"F('"g%(U67)17"4%/6<5,5c"_:-`",5"/"F'77"/%)"(A7%"5(*'+7"i/@/TO/57)"A6/&F('8"F('"8/+B,%7"67/'%,%1"/%)")/&/"8,%,%1"&/505#"45"/%",%)7A7%)7%&"/%/6<5,5"&((6">Wg4",%&71'/&75"/"%*8O7'"(F"8/+B,%7"67/'%,%1"/%)")/&/"8,%,%1"/61(',&B85\",%+6*),%1")/&/"A'7A'(+755,%1\"+6/55,F,+/&,(%\"+6*5&7',%1\"/55(+,/&,(%"'*67"8,%,%1"/%)"@,5*/6,R/&,(%#"3('7(@7'\"/5"/%"(A7%"5(*'+7"A6/&F('8",&")(75% &"(%6<"(FF7'"@/',(*5"4I$5"F('"/%/6<5,5\"O*&"/66(U5")7@76(A7'5"&(",8A6787%&"&B7,'"(U%")/&/"8,%,%1"/61(',&B85"/%)",%&71'/&7"&B78",%&(">Wg4#"
NB7"A'(&(&<A7"&/075"+6/5575" $%5&/%+75 \" $%5&/%+7 "/%)" 4&&',O*&7 "F'(8">Wg4"/5"O/5,+")/&/"5&'*+&*'75"F('")/&/"57&5\")/&/"&*A675"/%)"/&&',O*&75"'75A7+&,@76<#"X,6&7'5",%">Wg4"/'7"*57)"&("A7'F('8")/&/"A'(+755,%1#""
<../%&'=($,'4>?''
f((167"3/A5"4I$"_::`",5"/"57&"(F"i/@/5+',A&"6,O'/'<"A'(@,)7)"&(")7@76(A7'5"O<"f((167#".<"*5,%1"&B757"6,O'/',75\"f((167"8/A5"U,&B"/"@/',7&<"(F"F*%+&,(%/6,&,75"+/%"O7"78O7))7)",%&("U7O5,&75"/%)"/AA6,+/&,(%5#""
NB,5"A'(&(&<A7"*575"f((167"3/A5"4I$"&("6(/)"/"8/A"/%)"),5A6/<"+',875"(%"&B7"8/A#">,&B"&B7"B76A"(F"M7/&8/AP/<7'",%"@,5*/6,R/&,(%"6,O'/'<"/"+',87"B7/&"8/A",5"+'7/&7)"F'(8"+',87")/&/"57&#".<"*5,%1"&B7"A6/+75"6,O'/'<"A'(@,)7)"O<"f((167"3/A5"4I$\")7@76(A7'5"/'7"/O67"&("17&"&B7"6(+/&,(%",%F('8/&,(%"(F"A6/+75"UB,+B"/'7"5*AA('&7)"O<"f((167"3/A5"4I$#"
@(A('!B"+/''
LU,%1"_:9`",5"&B7"A',8/'<"i/@/"fH$"U,)17&"&((60,&"/%)",&",5"7/5<"&(",%&71'/&7"(&B7'"i/@/"O/57)"@,5*/6,R,%1"6,O'/',75#"NB7"8/,%",%&7'F/+7"(F"&B,5"A'(&(&<A7",5",8A6787%&7)"O<"LU,%1\""&(17&B7'"U,&B"I'7F*57"/%)"iX'77;B/'&5#"
>*&02,&"
I'7F*57"_:E`",5"/"i/@/"O/57)"F'/87U('0"F('")/&/"8()76,%1"/%)",%&7'/+&,@7"@,5*/6,R/&,(%#"27@76(A7'5"+/%"7/5,6<"O*,6)"/"',+B\",%&7'/+&,@7"@,5*/6,R/&,(%"F('"5&'*+&*'/6"('"%(%T5&'*+&*'/6")/&/"O<"+/66,%1"('"7S&7%),%1"4I$5"(FF7'7)"O<"I'7F*57#""$%"&B,5"A'(&(&<A7"U7"*57"I'7F*57"&("+'7/&7"/"A'7F,ST&'77"O/57)",%&7'/+&,@7"'7A'757%&/&,(%"F('"F'7C*7%&"A/&&7'%5#"
@C*&&-7(*)"
-K""
iX'77;B/'&"_:?`",5"/"F'77"i/@/"+B/'&"6,O'/'<"F('")7@76(A7'5"&("),5A6/<")/&/"U,&B"B,1B"C*/6,&<"+B/'&5#"$%"&B,5"A'(&(&<A7"U7"*57"iX'77;B/'&"&("+'7/&7"O/'"+B/'&5\"A,7"+B/'&5"/%)"&,87"57',75"+B/'&5#"
L)0 J;&$%9'2+.A/$%.$-+%'NB7"A'(&(&<A7"5<5&78",5")75,1%7)"/5"F(66(U,%1"bX,1*'7"!Dc#"
"
"
X,1*'7"!D#"L<5&78"/'+B,&7+&*'7"(F"&B7"A'(&(&<A7"
"
L)0)( 'E-%+;'*#$%+D2.%'4"1'/AB,+/6"C*7'<",%&7'F/+7"/66(U5"*57'5"&(",%&7'/+&"U,&B"&B7"5<5&78"/%)"@,7U"&B7"/%/6<5,5"A6(&5"/%)"'7A('&5#"$%"&B7"C*7'<"A/%76"*57'"+/%"57&"&B7"&,87"/%)"6(+/&,(%"+(%5&'/,%&5\"5*+B"/5" X'(8"-D!-TD?TD!"&("-D!-TDVTD! \" L&(+0B(68 "/%)" ;7%&7']"bP/&,&*)7\"P(%1,&*)7c\"=/),*5]"ED08 #"NB7%"/"C*7'<"O/&+B"5&/'&5#"2/&/"/'7"F7&+B7)"F'(8")/&/O/57"/%)"*57'"+/%"+B((57"&("8,%7"),FF7'7%&"A/&&7'%5#"
LA'77" M(&"I'()*+&"
M(&"LA(&"
M(&"I6/+7"
;(''76/&,%1"X'7C*7%&"I/&&7'%5"
L,8,6/',&<"L7/'+B"
;6*5&7'5"
G*7'<"$%&7'F/+7"
;/+B7"
N78A('/6\"5A/&,/6"/%)"5&/&,5&,+/6"/%/6<5,5"8()*67"
;6*5&7',%1"/%)"L,8,6/',&<"57/'+B"8()*67"
2/&/O/57"
Q,5*/6,R/&,(%"P/<7'"
P(1,+"P/<7'"
-J""
L)0)0 '52$2N2&%'466")/&/"/'7"5&('7)",%"/"3<LGP")/&/O/57#"X('"&B,5"A'(e7+&"U,&B"&B7"A'(@,)7)"O*'16/'<")/&/57&\"&B7")/&/"8()76"(%6<"+(%&/,%5"(%7"&/O67\"UB,+B"'7A'757%&5"/"O*'16/'<"+/57"/%)",%+6*)75"/66"/&&',O*&75",%"N/O67"9"/5"+(6*8%5\"O7+/*57"&B7<"/'7"(%6<"/&&',O*&75"(F"&B7"O*'16/'<"+/57"7%&,&<#"$%"&B7"F*&*'7\"&B7")/&/"8()76"%77)5"&("O7"7S&7%)7)",%"(')7'"&("'7F67+&"8('7"7%&,&,75"/%)"'76/&,(%5"O7&U77%"&B78\",F"8('7")/&/"/'7",%@(6@7)#"
L)0): O"4/.'82;%+'NB7"6(1,+"6/<7'",%+6*)75"5(87"+(88(%"*&,6,&,75"/%)"&U("8/e('"/%/6<5,5"8()*675]"N78A('/6\"5A/&,/6"/%)"5&/&,5&,+/6"/%/6<5,5"8()*67"/%)"L,8,6/',&<"57/'+B"8()*67#""
-.##.+'2)"%")"&,'
;(88(%"*&,6,&,75"8/,%6<")7/6"U,&B",8A('&"(F")/&/"F'(8"/")/&/O/57"/%)"&'/%5F('8"&B78"&("&B7",%&7'%/6"5&'*+&*'75"*57)"O<">70/#""
4F&7'"&B7")/&/O/57"+(%%7+&,(%",5"75&/O6,5B7)\"&B7"5*O57&"877&,%1"&B7"57/'+B,%1"+(%),&,(%5",5"F7&+B7)"F'(8")/&/O/57",%&("/">Wg4"5&'*+&*'7]"$%5&/%+75\"UB,+B",5"+(8A(57)"(F",%5&/%+75\"UB,+B"'7F7'"&("'7/6"'7+(')5",%"&B7")/&/O/57#"NB,5"5&'*+&*'7"'75,)75",%"8/,%"878('<"*%&,6"&B,5"/%/6<5,5"O/&+B",5"F,%,5B7)"/%)")75&'(<7)#"
X('"7/+B"5A7+,F,+"&<A7"(F"A/&&7'%\"/"5*O57&"(F"&B7"$%5&/%+75",5"17%7'/&7)")7A7%),%1"(%"UB,+B"/&&',O*&75"/'7"%77)7)"F('"&B,5"&<A7"(F"A/&&7'%#"NB,5",5"U,&B"&B7"B76A"(F"X,6&7'5"F'(8">Wg4#"4"F,6&7'"A7'F('85"+(%),&,(%/6"5767+&,(%"(%"&B7"$%5&/%+75#"./57)"(%"A'(@,)7)"+(%),&,(%5"/"F,6&7'"A,+05"*A"('"'78(@75",%5&/%+75"/%)"&*'%5"(%"('"(FF"/&&',O*&75#"X('"7S/8A67\"U,&B"/"F,6&7'"U7"+/%"'7&',7@7"/"5*O57&"(F"$%5&/%+75"(%6<"+(%&/,%,%1"5&(67%"A(55755,(%5"/%)"F/66,%1",%&("&B7"A7',()"O7&U77%"-D!-T?T!"/%)"-D!-T!-T!#"NB,5",5"F/5&"5,%+7"/66"&B757"B/AA7%",%"878('<#"NB,5"A'(+755",5",66*5&'/&7)",%"X,1*'7"!!#"
4"6,8,&/&,(%"(F"&B,5" +/+B7",%"878('< ",5"&B/&\"/"O,1"'75*6&"57&"8/<",8A/,'"&B7"A7'F('8/%+7"5,%+7"&(("8*+B"878('<",5"(++*A,7)"F('"+/+B,%1#">,&B"&B,5"A'(@,)7)")/&/57&"U7")(% &"577"5*+B"/"A'(O678#".*&",F"8('7")/&/"/'7"A'(@,)7)"F('"/%/6<5,5\"&B,5"+/+B,%1"87+B/%,58"%77)5"&("O7",8A'(@7)"('"'7)75,1%7)"F('"O7&&7'"A7'F('8/%+7#"
"
-V""
"
X,1*'7"!!#"4"5*O57&"(F"&B7")/&/57&",5"+/+B7)"/5">70/"$%5&/%+75",%"8/,%"878('<#"4"5*O57&"(F"&B7"$%5&/%+75",5"F,6&7'7)")7A7%),%1"(%"UB,+B"/&&',O*&75"/'7"%77)7)"F('"&B,5"&<A7"(F"A/&&7'%#"
"
D&#$.*(%E',$()"(%'(+8',)()",)"6(%'(+(%3,",'#.82%&'
NB,5"8()*67",5"/%",8A6787%&/&,(%"(F"/%/6<5,5"8()765",%"L7+&,(%"K#!"&("L7+&,(%"K#E\"UB,+B"/'7"8()765"&("),5+(@7'"LA'77\"M(&"I'()*+&\"M(&"LA(&\"M(&"I6/+7"/%)"+(''76/&,%1"F'7C*7%&"A/&&7'%5"'75A7+&,@76<#""
L&/&,5&,+/6"+/6+*6/&,(%",5"*57)"&("+(8A*&7"LA'77"/%)"M(&"I'()*+&"A/&&7'%5#"X('"M(&"LA(&"A/&&7'%5\"M7/&8/AP/<7'"6,O'/'<"F'(8"f((167"3/A5"4I$",5"*57)"&("+(8A*&7"&B7"B7/&"8/A#"a%"&B7"B7/&8/A\"/%"/'7/"U,&B"B,1B7'"+',87"'/&7",5"+(6('7)\"UB,67"/"6(U7'"+',87"'/&7"/'7/",5"+(6('7)",%"1'77%#"NB7"+(6('"1'/)*/66<"+B/%175"F'(8"'7)"&("1'77%"/5"+',87"'/&7")71'/)75#"4%"/'7/"U,&B"%("+',87",5"%(&"+(6('7)"/&"/66#"NB7"5A/&,/6"+6*5&7',%1"/61(',&B8",%"L7+&,(%"E#!",5",8A6787%&7)"&(",)7%&,F<"17(1'/AB,+/6"+6*5&7'5#"NB7"A6/+75"6,O'/'<"F'(8"f((167"3/A5"4I$"A'(@,)75",%&7'F/+7"&("17&"+(('),%/&75"(F"5A7+,/6"&<A75"(F"A6/+75",%"/%"/'7/\"5*+B"/5"A(6,+7"5&/&,(%5\"'75&/*'/%&5\"5+B((65\"7&+#"NB7",)7%&,F,+/&,(%"(F"M(&"I6/+7"A/&&7'%"*575"&B,5"6,O'/'<"&("17&"5A7+,F,7)"A6/+75"/'(*%)"O*'16/'<"+/575\"/%)"&B7%"&B7",%)7S"8/A"/%)"'7@7'57)",%)7S"8/A"/5")75+',O7)",%"L7+&,(%"K#9"/'7"A(A*6/&7)#"NB7"4A',(',",8A6787%&/&,(%",%">70/"F'/87U('0",5"*57)"&(")("/55(+,/&,(%"'*67"8,%,%1#"NB7",)7%&,F,7)"F'7C*7%&",&7857&5"/'7"*57)"&("17%7'/&7"/"A'7F,S"&'77"F('"&B7"'7A'757%&/&,(%")75+',O7)",%"L7+&,(%"J#:#"
-%2,)&*"+/'(+8'!"#"%(*")3',&(*67'#.82%&'
NB,5"8()*67",5"/%",8A6787%&/&,(%"(F"/%/6<5,5"8()765",%"L7+&,(%"K#E\"UB,+B"/'7"8()765"&("F,%)"'7+(')5"5,8,6/'"&("/"1,@7%"+/57"/%)"&("F,%)"+6*5&7'5",%"/")/&/57&"'75A7+&,@76<#"NB7"0%(U67)17"(F"
2/&/O/57"$%5&/%+75"b378('<c"
$%5&/%+75X('I/&&7'%!"
X,6&7'5"
$%5&/%+75X('I/&&7'%-"
$%5&/%+75X('I/&&7'%:"
$%5&/%+75X('I/&&7'%Z"
:D""
UB,+B"/&&',O*&75"/'7",8A('&/%&"F('"&B7"5,8,6/',&<"87/5*'787%&",5"%(&"A'(@,)7)\"O*&"&B7"A'(&(&<A7"/66(U5"&B7"*57'"5767+&"UB,+B"/&&',O*&75"5B(*6)"O7"*57)"F('"5,8,6/',&<"57/'+B"/%)"+6*5&7'"/%/6<5,5#"
;6*5&7'"/%/6<5,5",5"),@,)7)",%&("&U("5&7A5#"NB7"F,'5&"5&7A",5"&(")7+,)7"&B7"%*8O7'"(F"A(&7%&,/6"+6*5&7'5",%"&B7")/&/"57&#"NB7"A'(&(&<A7")7+,)75"&B7"(A&,8/6"%*8O7'"O<"6((0,%1"F('"&B7"76O(U"A(,%&5",%"&B7"LLW"+*'@7#"NB7%"&B7"&((6"A7'F('85"&B7"+6*5&7',%1"U,&B"&B,5"(A&,8/6"%*8O7'#"NB7"L,8A67g37/%5"+6/55",%">70/"F'/87U('0",5"7S&7%)7)"&("'*%"gT37/%5ll"+6*5&7',%1"/61(',&B8",&7'/&,@76<"U,&B"),FF7'7%&"0"@/6*75"/%)"+/6+*6/&,%1"LLW"F('"7/+B",&7'/&,(%#"
L)0)@ 'P/&-28/Q2$/"#'O2;%+'NB7"@,5*/6,R/&,(%"6/<7'",5"+(8A(57)"(F"/"%*8O7'"(F"@,7U5"'7A'757%&,%1"),FF7'7%&"&<A75"(F"+',87"A/&&7'%5#"iX'77;B/'&"&,87"57',75"+B/'&5\"A,7"+B/'&5"/%)"O/'"+B/'&5"/'7"*57)"&("@,5*/6,R7"LA'77"/%)"M(&"I'()*+&#"f((167"3/A5"/'7"*57)"&("@,5*/6,R7"M(&"LA(&"/%)"M(&"I6/+7#"N("@,5*/6,R7"+(''76/&,%1"F'7C*7%&"A/&&7'%5\"/"A'7F,ST&'77"O/57)",%&7'/+&,@7"A'757%&/&,(%",5")75,1%7)"/%)",%&'()*+7)",%"L7+&,(%"J#:#"
L): 7'?+%D/RS$+%%'N2&%,'/#$%+2.$/>%'+%?+%&%#$2$/"#'D"+'D+%B-%#$'?2$$%+#&'
NB7"%*8O7'"(F"F'7C*7%&",&7857&5"+/%"O7"@7'<"O,1"1,@7%"/"58/66"8,%,8*8"5*AA('&#"H5*/66<"/%"F'7C*7%&",&7857&"+(%&/,%,%1"Z"/&&',O*&75",5"'7A'757%&7)"/5"/"&*A67"(F"Z"76787%&5"6,07"rh!\"h-\"###"\"h%s#">B7%"&B7"%*8O7'"(F",&7857&5",5"17&&,%1"O,1\"/"O7&&7'"@,5*/6,R/&,(%",5"%77)7)"F('"*57'5"&("F,%)"&B7",&7857&5"UB,+B"&B7<"/'7",%&7'75&7)",%#"
4"A'7F,ST&'77"O/57)"'7A'757%&/&,(%",5")75,1%7)"&("@,5*/6,R7"F'7C*7%&",&7857&5",%"&B,5"5<5&78#"NB7"5*AA('&"(F",&7857&",5"'7A'757%&7)"O<")7A&B"(F"+(6('#"$%&7'/+&,@7"F7/&*'75"/'7"/))7)"&("&B7"'7A'757%&/&,(%",%"(')7'"&(",8A'(@7"&B7"*%)7'5&/%)/O,6,&<"(F"&B7"'7A'757%&/&,(%#"
f,@7%"/"57&"(F"F'7C*7%&",&7857&5\"F('"7S/8A67]""
r4s\"r.s\"r;s\""
r4\".s\"r4\";s\"r.\";s\""
r4\".\";s"
NB7<"/'7"/''/%17)"/5",%"X,1*'7"!-#"W/+B"%()7"/%)",&5"A'7+7)7%&5",%",&5"O'/%+B"&(17&B7'"'7A'757%&"/"F'7C*7%&",&7857&#"L("&B7"F,'5&"O'/%+B",%"X,1*'7"!-"'7A'757%&"r4s\"r4\".s"/%)"r4\".\";s#"
:!""
"
X,1*'7"!-#"L&'*+&*'7"(F"/"A'7F,S"&'77"
"
$%"&B7"5<5&78"&B7"%()75"/'7"+(6('7)"/++('),%1"&("&B7,'"5*AA('&5#"4"%()7"U,&B"B,1B7'"5*AA('&"17&5")77A7'"+(6('#">B7%"*57'"+6,+05"(%"(%7"%()7\"&B7"5*AA('&"(F"&B,5"F'7C*7%&",&7857&"U,66"O7"),5A6/<7)#"H57'5"/'7"/65("/66(U7)"&("R((8",%"/%)"R((8"(*&"(F"&B7"&'77\"/%)"57/'+B"F('"/"5A7+,F,+"/&&',O*&7"/5",66*5&'/&7)",%"X,1*'7"!:#"
"
"
X,1*'7"!:#"b/c"L*AA('&",5"),5A6/<7)"UB7%"*57'"+6,+05"(%"/"'*67#"bOc"277A7'"+(6('"5*1175&5"B,1B7'"5*AA('&#"b+c"H57'"+/%"57/'+B"F('"'*675"+(%&/,%,%1"/"5A7+,F,+"/&&',O*&7#"
"
:-""
L)@ 5+/88S,"T#'NB7"A'(&(&<A7"/66(U5"*57'"&("A7'F('8"F*'&B7'"/%/6<5,5"(%"+*''7%&"'75*6&5#">B7%"/"*57'"5767+&5"/"5A/&,/6"+6*5&7'"(%"&B7"M(&"LA(&"8/A\"&B7"'7+(')5",%"&B,5"+6*5&7'"/'7"),5A6/<7)",%"/"6,5&#"NB7%"&B7"*57'"+/%")("F*'&B7'"/%/6<5,5"(%"&B757"'7+(')5\"5*+B"/5"&(",)7%&,F<"&B7"LA'77"('"M(&"I'()*+&"A/&&7'%\"&(")("/55(+,/&,(%"8,%,%1\"('"&("A7'F('8"/"+6*5&7'"/%/6<5,5#"L,8,6/'6<\",F"/"*57'"+6,+05"/&"/"&,87"A(,%&"(%"&B7"LA'77"&,87"57',75"1'/AB\"('"/"&<A7"(F"A'()*+&"(%"/"M(&"I'()*+&"+B/'&\"&B7"'7+(')5",%"&B,5"1'(*A"+/%"O7"F*'&B7'"/%/6<R7)#"$F"&B7"*57'"F,'5&")(75"/"+6*5&7'"/%/6<5,5\"B7"+/%"/65("5767+&"/"+6*5&7'"/%)"/%/6<R,%1"&B7"5A/&,/6"/%)"&,87"A/&&7'%5"(%"&B7"'7+(')5",%"&B,5"+6*5&7'#"X,1*'7"!9"5B(U5"/%"7S/8A67"&B/&\"/F&7'"17&&,%1"M(&"I'()*+&"A/&&7'%5"*57'"+/%"+(%&,%*7"&(")("+6*5&7'"/%/6<5,5"(%"/66"O*'16/'<"'7+(')5"/55(+,/&7)"U,&B"1(6)"/%)"e7U76'<#"
"
X,1*'7"!9#"X*'&B7'"+6*5&7'"/%/6<5,5"(%"&B7"'75*6&5"(F"M(&"I'()*+&"
"
"
"
"
"
"
"
"
::""
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
U)( V>28-2$/"#'"D'<E('NB7"A'(&(&<A7",5"*57)"&(",)7%&,F<"LA'77\"M(&"I'()*+&\"M(&"LA(&\"M(&"I6/+7"/%)"+(''76/&,%1"F'7C*7%&"A/&&7'%5"F'(8"&B7"UB(67")/&/57&"U,&B"!D?E"'7+(')5\"UB,+B"/'7"'7A('&7)",%"5(*&B"LU7)7%"/%)"L&(+0B(68"/'7/#"$%"'7/6"*5/17\"&B7"/%/6<5,5"8/<"(%6<"%77)"&("F(+*5"(%"/"5A7+,F,+"A7',()"('"/'7/#"NB,5"&((6"A'(@,)75"/"C*7'<",%&7'F/+7\"&B'(*1B"UB,+B"*575"/'7"/O67"&("F7&+B"&B7"'7+(')5"O<"5A7+,F<,%1"&,87"/%)"17(1'/AB,+"+(%),&,(%5#"""
U)()( 'V>28-2$/"#'"D'J?+%%'?2$$%+#&'$%"&B7"LA'77"@,7U\"&,87"57',75"+B/'&5"),5A6/<"&B7"+*'@7"(F"&B7"F'7C*7%+<"(F"O*'16/',75"U,&B"'75A7+&"&("7/+B")/<#".<")'/11,%1"&B7"56,),%1"O/'"*57'"+/%"7/5,6<"577"&B7"&'7%)"(F"+',87"/5"&,87"U7%&"O<"/%)"F,%)"(*&",%"UB,+B"A7',()"O*'16/',75"B/AA7%7)",%&7%5,@76<"bX,1*'7"!Eb/cc#"X'(8"&B7"1'/AB"U7"+/%"577"/"6/'17"%*8O7'"(F"O*'16/',75"B/AA7%7)",%"&B7"U770"O7F('7"/%)"/F&7'"-D!!T!!TD9#"NB7"+/575"UB,+B"B/AA7%7)",%"&B,5"A7',()"/'7"),5A6/<7)"/5"*57'")'/15"&B7"56,),%1"O/'#"
"NB7"O*'16/'<"'7+(')5"/'7"/65("/11'71/&7)"O<"3(%&B5"/%)"L7/5(%5#"45"5B(U%",%"X,1*'7"!EbOc\"&B7"Z(@78O7'"(F"-D!!"5/U"8(5&"O*'16/',75\"UB,67"O*'16/',75"U7'7"/65("'7A('&7)"8/55,@76<",%"&B7"a+&(O7'"(F"-D!!\"&B7"i*6<"(F"-D!-"/%)"&B7"L7A&78O7'"(F"-D!-#"X,1*'7"!Eb+c"5B(U5"&B/&"8/%<"O*'16/',75"(++*''7)",%"U,%&7'"(F"-D!!"/%)"5*887'"(F"-D!-\"UB,+B",5"/"A/&&7'%",%"/%"7@7%"+(/'57'"1'/%*6/',&<#"NB7"F,1*'75",%"X,1*'7"!Eb/c"/%)"!EbOc"/65("5B(U5"&B7"),5&',O*&,(%"(F"&B7"&,87"b )/< \"7@7%,%1 "('" %,1B& c"UB7%"/"O*'16/'<"/+&*/66<"B/AA7%7)#""
:9""
"
"X,1*'7"!E#"b/c";',87"+/575"/11'71/&7)"O<")/<#"bOc";',87"+/575"/11'71/&7)"O<"8(%&B#"b+c";',87"+/575"/11'71/&7)"O<"57/5(%#"
:E""
U)()0 'V>28-2$/"#'"D'K"$'H+",-.$'?2$$%+#&'M(&"I'()*+&"@,7U"),5A6/<5"&B7"),5&',O*&,(%"/11'71/&7)"O<"&<A7"(F"5&(67%"O76(%1,%15",%"/"A,7"+B/'&#"X,1*'7"!?"5B(U5"&B/&"1(6)"/%)"e7U76'<\"767+&'(%,+"A'()*+&5"/%)"+/5B"/'7"O*'16/'5 "F/@(',&75#"NB7"O*'16/'<"+/575",%"/"1'(*A"/'7"),5A6/<7)"UB7%"&B7"*57'"+6,+05"(%"&B/&"1'(*A",%"&B7"+B/'&#"
"
X,1*'7"!?#"M(&"I'()*+&"/%/6<5,5"5B(U5"&B/&"1(6)"/%)"e7U76'<\"767+&'(%,+"A'()*+&5"/%)"+/5B"/'7"O*'16/'5 "F/@(',&75",%"5(*&B"LU7)7%"/%)"L&(+0B(68"/'7/"F'(8"i*%7"(F"-D!!"&,66"27+78O7'"(F"-D!-#"
"
U)(): 'V>28-2$/"#'"D'K"$'J?"$'?2$$%+#&'4"f((167"8/A"U,&B"8/'05"(F"/66"'7A('&7)"+/575",5"),5A6/<7)"(%"&B7"&((6 5",%&7'F/+7#"4"B7/&8/A",5"17%7'/&7)"&("+(@7'"/66"/'7/5"U,&B"O*'16/',75#"NB7"+(6('"(F"/'7/5")71'/)75"58((&B6<"F'(8"'7)"&("1'77%"/5"O*'16/'<"'/&7")71'/)75#"4%"/'7/"U,&B(*&"/%<"+',875",5"%(&"+(6('7)#"$%"(')7'"&("1,@7"O7&&7'",66*5&'/&,(%"U7"R((8",%"&B7"8/A"/%)"F(+*5"(%"L&(+0B(68"/'7/\"/5"5B(U%",%"X,1*'7"!K#"NB7"/'7/",%"&B7"O6/+0"'7+&/%167",5"+(6('7)",%"'7)\"UB,+B",%),+/&75"&B/&"/'7/"bLAq%1/c"B/5"B,1B75&"+',87"'/&7#""
LA/&,/6"+6*5&7'5"/'7"/65("),5A6/<7)"(%"&B7"8/A\"U,&B"&B7"%*8O7'"(F"O*'16/'<"+/575"8/'07)"(%"&B7"+6*5&7'#"NB7"O,1175&"+6*5&7'"B/5"K!"'7A('&7)"+',875\"UB,+B",5",%"&B7"5/87"/'7/"/5"&B7"B7/&"8/A"5*1175&5#"NB*5"LAq%1/",5"/"M(&"LA(&"(F"O*'16/',75",%"L&(+0B(68"/'7/#"L,8,6/'6<\"M(&"LA(&5",%"(&B7'"/'7/5"+/%"O7",)7%&,F,7)#"
:?""
"
X,1*'7"!K#"M(&"LA(&"/%/6<5,5#"NB7"/'7/",%"O6/+0"'7+&/%167",5"/"M(&"LA(&#"
"
U)()@ 'V>28-2$/"#'"D'K"$'H82.%'?2$$%+#&'NB7"&<A75"(F"A6/+75"5*AA('&7)"O<"f((167"A6/+7"6,O'/'<",5"6,5&7)"(%"&B7",%&7'F/+7#"NB7"*57'"5767+&5"&B7"&<A7"(F"A6/+75"F'(8"&B7"6,5&\"/%)"&B7"5<5&78"'/%05"/66"&B757"A6/+75"O<"&B7"F'7C*7%+<"(F"+',87",%"&B7"5*''(*%),%1"/'7/#"$%"X,1*'7"!J\"&B7"*57'"U/%&5"&("'/%0"&B7"O/%0"O'/%+B75",%"&B7"/'7/"+7%&7'7)"rZEV#:?9-\"W!K#JKE9s"/%)"U,&B,%"/"'/),*5"(F"-D08"/++('),%1"&("&B7"F'7C*7%+<"(F"O*'16/'<#""=75*6&"5B(U5"/"O'/%+B"(F"Z(')7/"O/%0",%"L0q'O<1'p%)",5"&B7"B(&&75&"A6/+7"/8(%1"/66"O/%0"O'/%+B75",%"&B,5"/'7/\"U,&B"KV"O*'16/',75"'7A('&7)",%",&5"%7,1BO('B(()"(F":08#""
:K""
"
X,1*'7"!J#"4"O'/%+B"(F"Z(')7/"O/%0",%"L0q'O<1'p%)"B/5"8(5&"O*'16/',75",%",&5"%7,1BO('B(()",%"&B7"/'7/"+7%&7'7)"rZEV#:?9-\"W!K#JKE9s"/%)"U,&B,%"/"'/),*5"(F"-D08#"
"
U)()C 'V>28-2$/"#'"D'!"++%82$/#4'D+%B-%#$'?2$$%+#&'M(&"I'7<"/%)"M(&"L7&&,%1"A/&&7'%5"/'7"7557%&,/66<"+(''76/&,%1"A/&&7'%5"(%"@,+&,85"/%)"+',87"5A(&5"'75A7+&,@76<#"NB7"A'(&(&<A7"5<5&78"7S&7%)5"&B7"8,%,%1"(F"+(''76/&,%1"A/&&7'%5"&("+(8O,%/&,(%"(F"/%<"/'O,&'/'<"/&&',O*&75#""
NB7",)7%&,F,+/&,(%"(F"M(&"L7&&,%1",5"5B(U%",%"X,1*'7"!V#"=WL$2WZ;WnN[IW、=WL$2WZ;Wn4=W4"/%)"=WL$2WZ;WnLNa=W"/'7"5767+&7)"/5"/&&',O*&7"57&5#"NB7"8,%5*AA",5"D#-"/%)"&B7"8,%+(%F",5"D#9#"NB7"*AA7'"A/%76",%"X,1*'7"!V"),5A6/<5"F'7C*7%&"A/&&7'%5"/%)"&B7"6(U7'"A/%76"6,5&5"/55(+,/&,(%"'*675#"NB7"M(&"L7&&,%1"A/&&7'%5"'7A'757%&7)"O<"&B7"A'7F,S"&'77",%"X,1*'7"!V"/'7"6,5&7)",%"N/O67"E#"
"
X,1*'7"!V#"M(&"L7&&,%1"A/&&7'%"/%/6<5,5\"U,&B"8,%5*AA"D#-"/%)"8,%+(%F"D#9#"
:J""
N/O67"E#"M(&"L7&&,%1"A/&&7'%5"'7A'757%&7)"O<"&B7"A'7F,S"&'77",%"X,1*'7"!V"/%)"&B7,'"5*AA('&5"
M(&"L7&&,%1"A/&&7'%5" L*AA('&"r&<A/@O(5&/)5(8'q)7nF67'/n,%&,66,11/%)7n1'/%%/'s" D#K-"r&<A/@O(5&/)n@,66/s" D#?9"r&<A/@O(5&/)-n87'np%n7&&nA6/%s" D#EE"r&<A/@O(5&/)-n7%A6/%s" D#-9"r"&<A/@O(5&/)n@,66/\"&<A/@O(5&/)5(8'q)7nF67'/n,%&,66,11/%)7n1'/%%/'s"
D#99"
r"&<A/@O(5&/)n@,66/\"&<A/@O(5&/)-n87'np%n7&&nA6/%s"
D#:V"
r&<A/@O(5&/)5(8'q)7nF67'/n,%&,66,11/%)7n1'/%%/'\"&<A/@O(5&/)-n87'np%n7&&nA6/%s"
D#:K"
r&<A/@O(5&/)n@,66/\"&<A/@O(5&/)5(8'q)7nF67'/n,%&,66,11/%)7n1'/%%/'\"&<A/@O(5&/)-n87'np%n7&&nA6/%s"
D#-E"
"
455(+,/&,(%"'*675"'7@7/67)"F'(8"8,%,%1"+/%"/65("O7"5,1%,F,+/%&"&(",%@75&,1/&,(%#"$%"X,1*'7"-D\"LNaPWZnI=a2H;NL\"=WL$2WZ;WnN[IW"/%)"N=4;W"/'7"+B(57%"/5"/&&',O*&7"57&5#"$%"/)),&,(%"&("F'7C*7%&"A/&&7'%5"5*+B"/5"r1*6)n7667'n58<+07%\"&<A/@O(5&/)n@,66/\"@7'0&<1s\"&B7"&((6"/65("F,%)5"/%"/55(+,/&,(%"'*67" 1*6)n7667'n58<+07%j!\"&<A/@O(5&/)n@,66/j!"js"@7'0&<1j!\"+(%FbD#KEc \"UB,+B",%),+/&75"KEd"(F"&B7"O*'16/'5"UB("5&(67"1(6)"('"e7U76'<"F'(8"/"@,66/"67F&"&B7,'"&((65"/&"&B7"5A(&#"NB,5"'*67"5*1175&5"&B/&",%"&B(57"+/575"UB,+B"B/AA7%",%"@,66/"/%)"1(6)"/%)"e7U76'<"/'7"'7A('&7)"5&(67%\"A(6,+7"5B(*6)"A/<"/&&7%&,(%"&("&B7"&((65"67F&"O<"O*'16/'5"UB7%"&B7<"/'7"+(667+&,%1"7@,)7%+7#"L(87",%&7'75&,%1"'*675"/'7"6,5&7)",%"N/O67"?"/5"7S/8A675#"
"
X,1*'7"-D#";(''76/&,%1"F'7C*7%&"A/&&7'%5"8,%,%1"/65("F,%)5"/%"/55(+,/&,(%"'*67" 1*6)n7667'n58<+07%j!\"&<A/@O(5&/)n@,66/j!"js"@7'0&<1j!\"+(%FbD#KEc "
:V""
N/O67"?#"455(+,/&,(%"'*675",)7%&,F,7)"O<"+(8O,%,%1"),FF7'7%&"/&&',O*&75"
4&&',O*&75" =*67" ;(%F,)7%+7"WZN=4Z;Wn.=W4g$Zn3WNMa2L\"N=4;W"
Fo%5&7'j!"js"50('j!" D#9!"
=WL$2WZ;WnN[IW\"LW4LaZ" &<A/@O(5&/)5n6p17%B7&nB<'75'p&&j!"js"q'5&,)n5(88/'j!"
D#J!"
=WL$2WZ;WnN[IW\"LW4LaZ" &<A/@O(5&/)5n@,66/j!"js"q'5&,)n5(88/'j!"
D#?E"
=WL$2WZ;WnN[IW\"I=a2H;NL" &<A/@O(5&/)5n@,66/j!"js"1*6)n7667'n58<+07%j!"
D#E"
=WL$2WZ;WnN[IW\"=WL$2WZ;WnLNa=W\""WZN=4Z;Wn.=W4g$Zn3WNMa2L"
&<A/@O(5&/)5n@,66/j!\""&<A/@O(5&/)-n7%A6/%j!"js"Fo5&7'j!"
D#?:"
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
U)0 V>28-2$/"#'"D'<E0'NB7"--"+/575"U,&B"5*5A7+&5",%"&B7"A'(@,)7)")/&/57&"/'7"*57)"&("7@/6*/&7"/1/,%5&"=757/'+B"G*75&,(%"-\"UB,+B",5"&("B76A"U,&B"&B7",%@75&,1/&,(%"O/57)"(%"&B7"5,8,6/',&<"O7&U77%"+',87"'7+(')5#"NB7"--"+/575"/'7"/55(+,/&7)"!K"),FF7'7%&"5*5A7+&5#"NB7"),5&',O*&,(%"(F"+/575"/55(+,/&7)"U,&B"5*5A7+&5",5"5B(U%",%"N/O67"K#"48(%1"&B78\"L*5A7+&4"+(88,&&7)"9"+',875\"L*5A7+&."/%)"L*5A7+&;"+(88,&&7)"-"+',875"'75A7+&,@76<#"NB7"(&B7'"!9"+/575"/'7"/55(+,/&7)"U,&B"!9"),FF7'7%&"5*5A7+&5#"W/+B"+/57"B/5"/"=7+(')"$2"/5"/%",)7%&,F,7'#"L*5A7+&4",5"/55(+,/&7)"U,&B"'7+(')"!!VK\"!-DV\"!JK?"/%)"!JV!#"L*5A7+&.",5"/55(+,/&7)"U,&B"'7+(')"!J?9"/%)"!J?E#"L*5A7+&;",5"/55(+,/&7)"U,&B"'7+(')"!-K-"/%)"!J-J#"$)7/66<\"5,8,6/',&<"57/'+B"U,66"F,%)"&B7"+/575"/55(+,/&7)"U,&B"&B7"5*5A7+&"(F"&B7"&/'17&"+/57\"/%)"&B7"+6*5&7'5"17%7'/&7)"O<"+6*5&7'"/%/6<5,5"U,66",%+6*)7"+/575"+(88,&&7)"O<"&B7"5/87"5*5A7+&#""
"
9D""
N/O67"K#"L*5A7+&5"/%)"&B7,'"/55(+,/&7)"+/57"'7+(')5",%"7@/6*/&,(%")/&/57&"
L*5A7+&" /55(+,/&7)"&("&B7"5*5A7+&"
Z*8O7'"(F"+/575"+(%%7+&7)"&("&B7"5*5A7+&"
L*5A7+&4" !!VK\"!-DV\"!JK?\"!JV!" 9"L*5A7+&." !J?9\"!J?E" -"L*5A7+&;" !-K-\"!J-J" -"L*5A7+&2" !!:J"" !"L*5A7+&W" !-!E"" !"L*5A7+&X" !-!K"" !"L*5A7+&f" !-E!" !"L*5A7+&M" !-V:" !"L*5A7+&$" !:!:" !"L*5A7+&i" !K?J" !"L*5A7+&g" !K?V" !"L*5A7+&P" !JKV" !"L*5A7+&3" -!-K" !"L*5A7+&Z" -!99" !"L*5A7+&a" -!9?" !"L*5A7+&I" -!E!" !"L*5A7+&G" -!E:" !"
U)0)( 'V>28-2$/"#'"D'J/9/82+/$;'&%2+.A'f,@7%"/"&/'17&"'7+(')\"L,8,6/',&<"L7/'+B"@,7U"F,%)5"&B7"*57'T5A7+,F,7)"%*8O7'"(F"8(5&"5,8,6/'"'7+(')5",%")/&/O/57"/%)"),5A6/<"&B78"(%"&B7"8/A#"NB7"*57'"+/%"5767+&"UB,+B"/&&',O*&75"/'7"*57)"F('"&B7"5,8,6/',&<"57/'+B#"
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
N/O67"J#"X,@7"8(5&"5,8,6/'"'7+(')5"F(*%)"O<"5,8,6/',&<"57/'+B"
N/'17&"=7+(')" =7+(')5"/AA7/',%1"/8(%1"E"8(5&"5,8,6/'"'7+(')5" 3/&+B"'/&7"!!VK" !JV!" ::d"!-DV" !JK?\""!JV!" ?Kd"!JK?" !JV!\"!-DV" ?Kd"!JV!" !JK?" ::d"4@7'/17"8/&+B"'/&7"
EDd"
"
9!""
N/O67"V#"N7%"8(5&"5,8,6/'"'7+(')5"F(*%)"O<"5,8,6/',&<"57/'+B"
N/'17&"=7+(')" =7+(')5"/AA7/',%1"/8(%1"E"8(5&"5,8,6/'"'7+(')5" 3/&+B"'/&7"!!VK" !JK?\"!JV!" ?Kd"!-DV" !JK?\""!JV!" ?Kd"!JK?" !JV!\"!-DV\"!!VK" !DDd"!JV!" !JK?\"!!VK" ?Kd"4@7'/17"8/&+B"'/&7"
KE#:d"
U)0)0 'V>28-2$/"#'"D'!8-&$%+'2#28;&/&'>7"*57"&B7"A'(&(&<A7"5<5&78"&("A7'F('8"+6*5&7'"/%/6<5,5"(%"&B7"7@/6*/&,(%")/&/57&"/%)"/66"/&&',O*&75"/'7"5767+&7)"F('"&B7"/%/6<5,5#"$)7/66<"&B7"5<5&78"U(*6)"F,%)"!K"+6*5&7'5\"7/+B"(F"UB,+B"8/&+B75"/"5*5A7+&"/%)"+(%&/,%5"/66"+',875"/%)"(%6<"+',875"+(88,&&7)"O<"B,8#""
NB7"A'(&(&<A7"5<5&78"7@7%&*/66<"F,%)5"!J"+6*5&7'5"U,&B,%"&B7")/&/"57&#"NB7"+6*5&7'"'75*6&5"/'7"5B(U%",%"N/O67"!D#"W/+B"'(U",%"&B7"&/O67"'7A'757%&5"&B7"+6*5&7'"$2"/%)"&B7"+/57"'7+(')5"/55,1%7)"&("&B,5"+6*5&7'#"NB7"@/6*75" 8O7'"(F"+/575"&B/&"O76(%1"&("L*5A7+&4"&("L*5A7+&G",%"&B,5"+6*5&7'\"'75A7+&,@76<#""
L,%+7"&B7"5*5A7+&5"/'7"A'(@,)7)"/5"+6/55"6/O765\"&("7@/6*/&7"&B7"+6*5&7'"/%/6<5,5"'75*6&5\"U7"+B((57",#.+(&2"/%)"+,'344"&("87/5*'7"&B7"+(''75A(%)7%+7"O7&U77%"&B7"+6*5&7'"6/O765"/%)"&B7"+6/55"6/O765"_!D`#""
5#.+(&2",5")7F,%7)"/5]""
"
M7'7\"6",5"&B7"%*8O7'"(F"+6*5&7'5\"7",5"&B7"%*8O7'"(F"+6/5575\" ",5"&B7"&(&/6"%*8O7'"(F")/&/"A(,%&5\"" ",5"&B7"%*8O7'"(F"A(,%&5",%"+6*5&7'""\"/%)" ",5"&B7"%*8O7'"(F"A(,%&5"(F"+6/55/8",%"+6*5&7'""#"4"6(U"7%&'(A<",%),+/&75"&B7"+6*5&7'5"&7%)"&("+(%&/,%")/&/"A(,%&5"(F"5,%167"+6/5575\"&B*5"87/%,%1"O7&&7'"A7'F('8/%+7#"
H5,%1"&B7"A'7@,(*5"&7'8,%(6(1<"F('"7%&'(A<\"&B7"+,'344"(F"+6*5&7'"""U,&B"'75A7+&"&("+6*5&7'"8/,5")7F,%7)"/5]""
"
4"B,1B"'7+/66",%),+/&75"&B/&"&B7"+/575"(F"/"5,%167"+6/55"&7%)"&("O7"+6*5&7'7)",%&("&B7"5/87"1'(*A#""
NB7"7%&'(A<"(F"&B7"(@7'/66"+6*5&7',%1\"/5"U766"/5"(F"7/+B"+6*5&7'\"/'7"+/6+*6/&7)"/%)"A'757%&7)",%"N/O67"!D#"NB7"(@7'/66"7%&'(A<",5"D#:DK#"
"
9-""
N/O67"!D#"=75*6&5"(F"+6*5&7'"/%/6<5,5"(%"&B7"7@/6*/&,(%")/&/57&"
" " L*5A7+&" ";6*5&7'"" ;/575" 4" ." ;" 2" W" X" f" M" $" i" g" P" 3" Z" a" I" G" W%&'(A<"
!" !J?9" " !" " " " " " " " " " " " " " " " D"
-" !J?E" " !" " " " " " " " " " " " " " " " D":" -!E!" " " " " " " " " " " " " " " " !" " D"
9" !J-J" " " !" " " " " " " " " " " " " " " D"
E" !!:J" " " " !" " " " " " " " " " " " " " D"
?"!-DV\"!JKV\"-!E:"
!" " " " " " " " " " " !" " " " " !" !#EJE"
K" !-!E" " " " " !" " " " " " " " " " " " " D"J" !-!K" " " " " " !" " " " " " " " " " " " D"
V" !!VK\"!-K-" !" " !" " " " " " " " " " " " " " " !"
!D" !-E!" " " " " " " !" " " " " " " " " " " D"!!" !-V:" " " " " " " " !" " " " " " " " " " D"!-" !:!:" " " " " " " " " !" " " " " " " " " D"!:" !K?J" " " " " " " " " " !" " " " " " " " D"!9" !K?V" " " " " " " " " " " !" " " " " " " D"!E" -!-K" " " " " " " " " " " " " !" " " " " D"!?" -!99" " " " " " " " " " " " " " !" " " " D"!K" -!9?" " " " " " " " " " " " " " " !" " " D"
!J" !JK?\"!JV!" -" " " " " " " " " " " " " " " " " D"
a@7'/66"" D#:DK""
NB7"'7+/66"87/5*'787%&5"(F"7/+B"+6*5&7'"/'7"5B(U%",%"N/O67"!!#"
$%+(''7+&"+6*5&7'5",%"&B7"+6*5&7',%1"/'7"7@/6*/&7)#"$&"(++*'5",%"N/O67"!D"&B/&"'7+(')5"/55(+,/&7)"&("),FF7'7%&"5*5A7+&5"/'7"1'(*A7)",%&("&B7"5/87"+6*5&7'"b;6*5&7'"?"/%)"Vc\"/%)"'7+(')5"/55(+,/&7)"&("&B7"5/87"5*5A7+&5"/'7"57A/'/&7)"bL*5A7+&4\"L*5A7+&."/%)"L*5A7+&;c#"NB757"8,55T1'(*A7)"+/575",%"&B7"5/87"+6*5&7'\"B(U7@7'\"5B(U"8('7"5,8,6/',&<"&("7/+B"(&B7'\"&B/%"(&B7'"+/575"/55(+,/&7)"&("&B7"5/87"5*5A7+&5#"NB7"*57'"+/%"5767+&"&B7"'7+(')5",%"(%7"+6*5&7'"/%)")("F*'&B7'"/%/6<5,5"(%"&B757"'7+(')5"*5,%1"&B7"&((6 5" )',66T)(U% "F*%+&,(%#"3('7",%F('8/&,(%"+/%"O7"F(*%)"&B/&\"F('"7S/8A67\"&B757"+/575"B/AA7%")*',%1"&B7"5/87"A7',()\"O7"/55(+,/&7)"U,&B"&B7"5/87"&<A7"(F"'75,)7%+7"('"&/'17&"&B7"5/87"0,%)5"(F"@,+&,85#""
"
9:""
N/O67"!!#"=7+/66"87/5*'787%&5"(F"7/+B"+6*5&7'"U,&B"'75A7+&"&("7@7'<"5*5A7+&"
" L*5A7+&";6*5&7'" 4" ." ;" 2" W" X" f" M" $" i" g" P" 3" Z" a" I" G"
!" " D#E"" " " " " " " " " " " " " " "
-" " D#E"" " " " " " " " " " " " " " ":" " " " " " " " " " " " " " " " !" "
9" " " D#E"" " " " " " " " " " " " " "
E" " " " !" " " " " " " " " " " " " "?" D#-E"" " " " " " " " " " !" " " " " !"K" " " " " !" " " " " " " " " " " " "J" " " " " " !" " " " " " " " " " " "V" D#-E"" D#E"" " " " " " " " " " " " " "!D" " " " " " " !" " " " " " " " " " "!!" " " " " " " " !" " " " " " " " " "!-" " " " " " " " " !" " " " " " " " "!:" " " " " " " " " " !" " " " " " " "!9" " " " " " " " " " " !" " " " " " "!E" " " " " " " " " " " " " !" " " " "!?" " " " " " " " " " " " " " !" " " "!K" " " " " " " " " " " " " " " !" " "!J" D#E" " " " " " " " " " " " " " " " "
U)0): '<%&-8$&'"D'%>28-2$/"#''2*',%1"&B7"7@/6*/&,(%"(F"5,8,6/',&<"57/'+B\"UB,+B"F,%)5"'7+(')5"5,8,6/'"&("/"1,@7%"&/'17&"'7+(')\"EDd"(F"&B7"'7+(')5"/55(+,/&7)"&("&B7"5/87"5*5A7+&"(F"&B7"&/'17&"'7+(')"/'7"6,5&7)",%"&B7"E"8(5&"5,8,6/'"+/575\"/%)"KE#:d"(F"&B7"'7+(')5"/55(+,/&7)"&("&B7"5/87"5*5A7+&"(F"&B7"&/'17&"'7+(')"/'7"6,5&7)",%"&B7"!D"8(5&"5,8,6/'"+/575#"NB7"7@/6*/&,(%"'75*6&5")78(%5&'/&7"&B/&"UB7%"/%"*%0%(U%"'7+(')",5"*57)"/5"/%",%A*&"(F"5,8,6/',&<"57/'+B\",&",5"A'(8,5,%1"&("F,%)"&B7"'7+(')5"UB,+B"/'7")(%7"O<"&B7"5/87"+',8,%/6#""
NB7"7@/6*/&,(%"(F"+6*5&7'"/%/6<5,5"(%"&B7"7@/6*/&,(%")/&/57&"5B(U5"&B/&"&B7"+6*5&7',%1"/++(8A6,5B7)"O<"&B7"A'(&(&<A7"'7/+B75"6(U"7%&'(A<"bD#:DKc\"/%)"B,1B"'7+/66"F('"8(5&"(F"&B7"+6*5&7'5#"NB,5",%),+/&75"&B/&\"F('"&B7"A'(@,)7)")/&/57&\"&B7"+6*5&7'"/%/6<5,5"5*++77)5",%"F,%),%1"/"1(()"8/AA,%1"O7&U77%"&B7"5*5A7+&5"/%)"&B7,'"/55(+,/&7)"'7+(')5#"
2*7"&("&B7"5,R7"(F"&B,5"7@/6*/&,(%")/&/57&\",&",5"&(("7/'6<"&(")'/U"/"+(%+6*5,(%"UB7&B7'"('"%(&"&B7"A'(&(&<A7",5"/O67"&("F,%)"O*'16/'<"+/575"+(88,&&7)"O<"&B7"5/87"5*5A7+&#"M(U7@7'\"A(55,O,6,&,75"
99""
(F"*5,%1"+6*5&7',%1"/%/6<5,5"&7+B%,C*75"&("8/&+B"5*5A7+&5"U,&B"+/575"/'7")78(%5&'/&7)\"/%)",8A('&/%&",%F('8/&,(%"+/%"O7"1/,%7)"F'(8"&B7"/%/6<5,5"'75*6&5#"
9E""
(W) !"#.8-&/"#'2#,'D-$-+%'T"+3'
(W)( !"#.8-&/"#'NB,5"A'(e7+&",%@75&,1/&75"87&B()5"(F",)7%&,F<,%1\"/%/6<R,%1"/%)"@,5*/6,R,%1"+',87"A/&&7'%5"F'(8"O*'16/'<")/&/O/575\"/%)"5*AA('&,%1"+',87",%@75&,1/&,(%5"O/57)"(%"&B7"5,8,6/',&<"O7&U77%"O*'16/'<"'7+(')5#"NB7")7F,%,&,(%"(F"+',87"A/&&7'%5"F'(8"$%&7'%/&,(%/6"455(+,/&,(%"(F";',87"4%/6<5&5"b$4;4c",5"/)(A&7)"/5")(8/,%"'7C*,'787%&5#"
NB7"+',87"A/&&7'%5"F'(8"$4;4"/'7"+/&71(',R7)",%&("F(*'"&<A75"/%)")/&/"/%/6<5,5"/%)"8,%,%1"87&B()5"/'7",%&'()*+7)"F('"7/+B"&<A7#"4"A'(&(&<A7"5<5&78",5")75,1%7)"/%)",8A6787%&7)"&("/%/6<R7"/"O*'16/'<")/&/57&"A'(@,)7)"O<"LU7),5B"A(6,+7#"
M(&"I'()*+&"/%)"LA'77"/'7"5,8A67"A/&&7'%5"O/57)"(%"&B7"F'7C*7%+<"('"),5&',O*&,(%"(F"5,%167"/&&',O*&7#"H5,%1"5&/&,5&,+/6"/%/6<5,5"/%)"A'(A7'"1'/AB5\"&B757"A/&&7'%5"/'7"7/5<"&("O7",)7%&,F,7)"O<"/%/6<5&5#"LA/&,/6"A/&&7'%"/%/6<5,5",)7%&,F,75"A/&&7'%5",%"17(1'/AB,+"),5&',O*&,(%"(F"+',87"+/575#"">,&B"&B7"B76A"(F"B7/&"8/A"&7+B%,C*7\"5A/&,/6"+6*5&7',%1"/%)"f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
L7',75"A/&&7'%5"/'7",)7%&,F,7)"*5,%1"5,8,6/',&<"57/'+B"/%)"+6*5&7'"/%/6<5,5"&7+B%,C*75#"L,8,6/',&<"57/'+B",5"/AA6,7)"&("F,%)"+',875"UB,+B"5B/'7"&B7"5/87"5*5A7+&5"U,&B"/"1,@7%"+/57#";6*5&7'"/%/6<5,5",5"/AA6,7)"&("F,%)"+6*5&7'5"F'(8"&B7"O*'16/'<")/&/57&\"7/+B"(F"UB,+B"(*1B&"&("O7"8/AA7)"&("(%7"5*5A7+&#"W@/6*/&,(%5"(%"O(&B"5,8,6/',&<"57/'+B"/%)"+6*5&7'"/%/6<5,5"5B(U"1(()"A7'F('8/%+7#"M(U7@7'\"5,%+7"&B7"7@/6*/&,(%")/&/57&",5"&(("58/66"b--"'7+(')5c\"U7"/'7"%(&"/O67"&(")'/U"&B7"+(%+6*5,(%"&B/&"&B7"A'(&(&<A7"5*++77)5",%"F,%),%1"&B7"L7',75"A/&&7'%5"F'(8"/"8('7"17%7'/6"O*'16/'<")/&/57&#"Z7@7'&B76755\"/5"/"A,6(&"5&*)<\"&B7"7@/6*/&,(%"'75*6&5",%),+/&7"&B/&"5,8,6/',&<"O/57)"57/'+B"/%)"+6*5&7'"/%/6<5,5"/'7"A'(8,5,%1"&7+B%,C*75"F('"8,%,%1"L7',75"A/&&7'%5\"/%)"F*'&B7'"'757/'+B"/%)")7@76(A87%&"+/%"O7"O/57)"(%"&B,5"A'(&(&<A7#"
(W)0 X-$-+%'T"+3'$%"&B7"F(66(UT*A"5&*)<\"/"+',87"7SA7'&"5B(*6)"O7",%@(6@7)"&("A'(@,)7",%F('8/&,(%"(%"/&&',O*&7"5767+&,(%"/%)"&B7",8A('&/%+7"(F"7/+B"/&&',O*&7"&(",)7%&,F,+/&,(%"(F"O*'16/'5#"./57)"(%"&B,5",%F('8/&,(%"/"5,8,6/',&<"87/5*'787%&"+/%"O7")75,1%7)"/%)"/AA6,7)"&("&B7"5,8,6/',&<"57/'+B"/%)"+6*5&7'"/%/6<5,5#"4"6/'17'"O*'16/'<"+/57")/&/57&"U,&B",)7%&,F,7)"+',8,%/65"5B(*6)"O7"A'(@,)7)"F('"7@/6*/&,(%#"NB7"5,8,6/',&<"87/5*'787%&"/%)"/%/6<5,5"8()76"/'7"7@/6*/&7)"/1/,%5&"&B7"7@/6*/&,(%")/&/57&\"/%)"&B7<"+/%"O7"/)e*5&7)"&("/+B,7@7"O7&&7'"A7'F('8/%+7#"
9?""
4"O7&&7'"*%)7'5&/%),%1"(F"&B7"%77)5"(F"+',87"/%/6<5&5",5"%7+755/'<\"/%)"%7U"F7/&*'75"+/%"O7",8A6787%&7)"+(%&,%*(*56<"O/57)"(%"&B,5"A'(&(&<A7#""
L+/6/O,6,&<",55*75"5B(*6)"O7"&/07%",%&("/++(*%&",%"&B7"5767+&,(%"(F"8,%,%1"87&B()5"/%)")7@76(A87%&"(F"&B7"&((6#"3('7"/&&',O*&75"8/<"O7",%+6*)7)",%&("&B7"O*'16/'<")/&/57&"/%)"&B7"&((6 5")/&/"8()76"%77)5"&("O7"7S&7%)7)"/++('),%16<#"$%"&B7"+*''7%&")75,1%"&B7'7"7S,5&5"(%6<"(%7"&/O67",%+6*),%1"/66"3a"/&&',O*&75\"O7+/*57"/66"&B757"/&&',O*&75"/'7"&,1B&6<"'76/&7)"&("&B7"O*'16/'<"+/57#"$F"8('7",%F('8/&,(%"/O(*&"&B7"@,+&,8",5",%+6*)7)\"F('"7S/8A67\"8('7"A7'5(%/6",%F('8/&,(%"/O(*&"&B7"@,+&,8\"/"%7U"&/O67"8/<"%77)"&("O7"/))7)"&("'7A'757%&"@,+&,85#"NB7"%*8O7'"(F"'7+(')5",%"&B7"O*'16/'<")/&/57&",5"/65(",%+'7/5,%1"/5"%7U"'7+(')5"/'7"/))7)"+(%&,%*(*56<#"NB7"+*''7%&"A'(&(&<A7"077A5"&B7"5767+&7)"'7+(')5",%"8/,%"878('<"*5,%1"&B7")/&/"5&'*+&*'75"F'(8">Wg4\"UB,+B",5"/")/&/"8,%,%1"F'/87U('0"U,)76<"*57)",%"8/%<"6/'17"5+/67")/&/"8,%,%1"&/505"_:-`#"NB7"/'+B,&7+&*'7"8/<"%77)"&("O7"8(),F,7)"&("+(A7"U,&B"&B7"1'(U,%1")/&/#""
$%"&7'85"(F"*5/O,6,&<"(F"&B7"5<5&78\"8('7",%&7'/+&,@7"76787%&5"+/%"O7",%&'()*+7)"&("5,8A6,F<"&B7"/%/6<5,5"A'(+755#"N("8/07"&B7"8,%,%1"'75*6&5"8('7"*%)7'5&/%)/O67\"F*&*'7"U('0"+/%"7%B/%+7"&B7"'7A'757%&/&,(%"(F"+(''76/&,%1"F'7C*7%&"A/&&7'%5"/%)"/55(+,/&,(%"'*675#"WSA7'&5",%"M*8/%";(8A*&7'"$%&7'/+&,(%"+/%"O7",%@(6@7)",%"&B7")75,1%"(F",%&7'F/+7#";',87"/%/6<5&5"+/%"O7",%@,&7)"&("*57"&B7"5<5&78"/%)"1,@7"F77)O/+0"(%"&B7"*5/O,6,&<#"
"
"
"
"
"
"
"
"
"
"
"
"
"
9K""
<%D%+%#.%&'
