=gggggggggggggggggggggggggg= = = = 333333333333333333333333 = = `ma"ob`masp3"1 = = #bjbb-ja-dd = = ^1$3i[7"x^)ju"1 = = #aa-acgajbh-jjjibi-ja = = 333333333333333333333333 = = #bjbb c* e1em7;o = = $5.] ^g,? eo2 *`m = = = =77777777777777777777777777= lsb ;rao5. o]jw `ma"ob`masp3 ----------------------------#j-a .n;&eg `ma"ob`masp3.7 `mrj `ma"ob`masp3`v ;n`\j3 *`m+7:a `/>an ,i"< ,8#bjbb c* e1em7;o $5.] ^g,? eo2 *`m0'n `v3j3 *`m ^u`u,s"! .a,]j<: .n;&jbcoi4 _7 lsb`o$3"1 #bjbb c* #ep1 #bo1--#bjbb c* #abp1 #bo1 #bjbb c* #abp1 #bo1 lsb ;rao5."1 o]jw8'8'.m,0^s.[ enh["oa,[,0 lsb ,mjr7."1 8'.m,0^s.[ enh["oa,[ lsb ;rao5."1 o]jw lsb ;<5:."1 `o5,m.q" %.oj*" o.g,m" `p3.mp3" ,qj*.m" `o5iuj*" o.ql7" j3jw.r" ,szeo #j-a .n;&eg #a ----------------------------#j-b "8`maeg +>a01 #bjbb c* e1em7;o $5.] ^g,? eo2 *`m ^( lsbz #d;< l3sbj:ae]! ir^o j<: q`=.oc[7 `o,&! `r^1j`u jv1+7 j`o mrjr ir`%eu e1em7;o inohs"! `m;majcz _s! exd+"u j3i4 ir`%eu e1em7;o inohs `m;ma! h=jr )s .]^u d+.gjvn `o:j`u ;<5.u `o^3 ."+$ iy1 ,m o/cz ^g,? e1em7;o"! jva^uj<: .n`= ^rduj5 ["u,,s `mas .aje* i<[5`v $8i4 ;s',.r" e1em7;o $5.] eo2 `=`:a,] ^g,?! mrj3 ."+"! ,m.ob j`u ,)^\j<:/i4 #es.t ol7w egjv f(hn3;[ ^g> h[mrhs ."+ #ej1jjj`)! ,q`%"u ,m.ob eo2 ,)^\j`u" `ma"ob`masp3n,s ^rduj3 ,8#bjbj o1l7 irjv e1em7;o0'n,s #es.t ol7w o1l7 irjv i5jv eg,s #aj1jjj`)! ,)^\j<:/i4 h[mrhs ."+w `]m" lsb ;<5:."! eu.obj<: h[mrhs `n,o ."+n irj3 .s.a`p3 o+7 js"a! ;n`\j`u" `/>a ;n`\o v3"+iy3 ;<5:.7jcz irl78'0t>get,0q `=`:a irl7 ^s5.m :a,o j5,`n ^g,?j`u ^o,oa^\jv b#j-b `maeg +>a #c ;s"o"! j<:/i4 ,n',.r" ^g,? ^7^sb"(`v .o;o5n ,i"< $5.] ^g,?! .qjr7j`u e1em7;o"! `m;maj<:/i4 $5.] ^g,?! mrjr ."+ #a`)i7 ^g,? qp3! #aj e]["u .]j`u" .m,?. $3 o1;oiu `o.gn ,i"< .?i7j3 o1;oiu ol7$b'q eg,s"! ;rhraj`u" ;rhra eg,s cr #e e] ol7w ^g,? `\`v$ o1;oj3 $5.] d+.o"! ;rhraj<: e1em7;o"! `m;maj<:/i4 e1em7;ocz 0json4 j],oa["u ^*jv3j<: h[mrhs #ej1jjj`)" o1l7 irjv #aj1jjj`)n irj3 $5.]"2`=`:a,] ^g,? e1em7;o"! cbdm5j<:/i4 ;-.m+s"1 $5.] ^g,?" $5.] ^g,? e1em7;o `m;ma" $5.] ^g,? e1em7;o jv1+7" $5.] eo2 `=`:a,] ^g,?-2 ----------------------------#j-c `<,ab/ract`> #bjbb ,corpus ,emo;n ,analysis & ,rese>* ,! purpose ( ? project is to build l>ge-scale corpus data to develop & utilize >tificial 9tellig;e te*nology 9 prep>a;n = ! ,f\r? ,9du/rial ,revolu;n4 ,! purpose is to 5h.e ! utiliza;n & value ( ,kor1n res|rces by secur+ & 4tribut+ analytical corpus t c 3tribute to /&>diz+ language 9=ma;n "? ! 3/ruc;n ( l>ge-scale corpus data4 ,! summ>y ( ! major projects acly is z foll{s4 ,f/1 data = ! analysis ( corpus emo;n & a7res.n 7 collect$ & select$4 #ej1jjj new ,twitt] data 9 ! field ( cultural 3t5ts 7 collect$ & a#j-c ,ab/ract #e select$1 & #aj1jjj daily 3v]sa;n 4c\rse docu;ts ) m ?an #e ^ws 7 select$ f ! ,8#bjbj ,daily 3v]sa;n ,corpus ,3/ruc;n,0 4tribut$ by ! ,na;nal ,9/itute ( ,kor1n ,language4 ,9 ! case ( ,twitt] data1 project "picipants 7 recruit$ to sign a copy"r p]mis.n 3tract = ,twitt] po/+ mat]ials1 & ,twitt] po/+ data ( "picipants :o complet$ ! 3tract 7 collect$4 ,second1 me?odologies & guidel9es = analyz+ corpus emo;n & a7res.n 7 prep>$4 ,! emo;n analysis me?odology borr[$ ,rob]t ,plut*ik's emo;n sy/em1 b us$ ei1 ang]1 & sad;s"> z a cov] = emo;n analysis4 ,if x _c 2 def9$ z any sign1 away f ! eiget category1 : is ! t>get ( a7res.n1 0 al ta7$ & anonymiz$4 ----------------------------#j-d ,?ird1 emo;nal analysis 0 3duct$ ac to ! analysis me?odology & guidel9es & a corpus 0 3/ruct$4 ,= emo;nal analysis1 ! numb] ( analysis p]sonnel p] data 0 set to #aj1 docu;ts ) an appropriate degree ( agree;t or m 7 adopt$ ac to ! crit]ia = agree;t 2t annotators1 & emo;n signs ) ! results ( m ?an five analysis 9 ! adopt$ docu;t 7 adopt$ to build a corpus4 ,! corpus 0 3v]t$ 9to ! json =mat & deliv]$ an emo;nal & a7ressive analysis corpus = #ej1jjj ,twitt] cases & #aj1jjj daily 3v]sa;ns4 a#j-d ,ab/ract #g ^7,key-^ws3 emo;n analysis1 emo;n analysis corpus 3/ruc;n1 emo;n analysis corpus utiliza;n1 emo;n & a7res.n analysis^' ----------------------------#j-e "8`r.u,oa +>aeg01 #bjbb c* e1em7;o $5.] ^g,? eo2 *`m #a4 *`m ex.? 7 #d;< l3sbj:ae] ir^o `o^3 `o,& `r^1 eo2 q`=.oc[7 `o,& `r^1"2jv1+7! mrj3 ir`%eu e1em7;o `m;ma 7 ir`%eu e1em7;o `m;ma! h=jr )s .]^u d+.gjv eo2 ;<5.u `o^3 ."+$ iy1 ,m o/cz ^g,? e1em7;o .n`="2^rdu #b4 .m+ lsb cr+7 8'#a,0 e1em7;o $5.]"2`=`:a,] ^g,?! mrj3 ."+ ,m.ob eo2 ,)^\ - #es.t ol7w egjvf(hn3;[ ^g> h[mrhs #ej1jjj`) ,q`% ,m.ob eo2 ,)^\ 8';<5:. eu.ob eo2 h[mrhs `n,o ."+n irj3 .s.a`p3 o+7 js"aeg #i - `ma"ob`masp3 ^rdu ,8#bjbj o1l7 irjv e1em7;o0'n,s #es.t ol7 irjv i5jv eg,s #aj1jjjl7 ,)^\ 8'#b,0 e1em7;o $5.]"2`=`:a,] ^g,? ^7^sb"( eo2 .o;o5 e"* - "u^sh[ d!"m;oa8'0,rob]t ,plut*ik,0w $5.] ;n`/"! ;<+7j<: #i`r $5.]8'`o,^[5" `oir" ,q"y" cu1"<5" j:5u" `=du" ^gcu" ,!d[5" `oh,0 d+.o"! `o.g["u e1em7;o $5.]"2`=`:a,] .o;o5 ,m"ob eo2 irl78'0t>get,0 %j] d+.o .]w - e1em7;o $5.]"2`=`:a,] ^g,?w irl78'0t>get,0 ^o,oa^\jv 8'#c,0 ^g,? ^7^sb"( eo2 .o;o5n ,i"< $5.] ^g,? eo2 e1em7;o `m;ma - e1em7;o $5.]"2`=`:a,] ^g,? .o;o5n ,i"< ^g,? .qjr7 - h[mrhs #ej1jjj`)" o1l7 irjv #aj1jjj`)n irjr $5.]"2`=`:a,] ^g,? e1em7;o `m;ma ----------------------------#j-f ;<"/ ,'.s5:a. .m"1 p3^( dno.o ^)ju .s5. dno.o ^)ju ,g["u .?[54,' .n#a.7 ,s"( """""""""" #a#ag #a4 lsb ex.? """"""""""" #c#ag #b4 lsb ,mjr7 ^s5mr """" #c#ag #c4 lsb ,mjr7 .t;< """"" #d#ai .n#b.7 e1em7;o ^g,? ."+ ,m.ob eo2 ,)^\ """"""""""" #e#bc #a4 h[mrhs ."+ ,m.ob eo2 ,)^\ """"""""""""""""""""""""" #g#bc #a-a4 ;<5:. eu.ob eo2 ,).] """"""""""""""""""""""""" #g#bc #a-b4 .s.a`p3 o+7 js"a ;n`\ """"""""""""""""""""" #h#bg #a-c4 h[mrhs ."+ ,m.ob eo2 ,)^\ """""""""""""""""""" #aa#cb #b4 o1l7 irjv ."+ ,)^\ """""""""""""""""""""""" #ac#ce #b-a4 i5jv i3mr ,).] `o.g """""""""""""""""""""""" #ac#cf a#j-f ;<"/ #aa #b-b4 i5jv i3mr ,)^\ "" #ae#db .n#c.7 e1em7;o $5.]"2`=`:a,] ^g,? ^7^sb"( eo2 .o;o5 "" #ag#dg #a4 e1em7;o $5.] ^g,? `r+ """""""""""""""""""""""" #ai#dg #b4 e1em7;o $5.]"2`=`:a,] ^g,? .o;o5 """"""""""""""""""" #ba#ea #b-a4 e1em7;o $5.] ^g,? d+.o .]w """"""""""""""""""""" #ba#ea #b-b4 `=`:a,] ^s5.m eo2 `=`:a irl7 %j] d+.o .]w """"""" #bc#eg #b-c4 $5.]w irl78'0t>get,0 ^g,? """""""""""""""""""" #be#fa #b-d4 $5.]w irl78'0t>get,0 ^o,oa^\jv """"""""""""""" #bf#fe ----------------------------#j-g .n#d.7 e1em7;o $5.] ^g,? eo2 e1em7;o `m;ma """"""""""" #bi#fg #a4 e1em7;o $5.]"2`=`:a,] ^g,? """""""""""""""""""""""" #ca#fg #b4 o1;oiu ^g,? eo2 d+.o jva.] """""""""""""""""""""""" #cc#gj #b-a4 o1;oiu ^g,? `r+ """""""""""""""""""""""" #cc#gj #b-b4 .m,?. $3 o1;oiu l3;& ^7<3 """""""""""""""""""" #cd#gb #b-c4 $5.] d+.o ;rhra ^7<3 """""""""""""""""""""""" #ce#ge #c4 e1em7;o $5.]"2`=`:a,] ^g,? `\`v """""""""""""""""""" #cg#gh #d4 e1em7;o `m;ma """"" #ci#ha .n#e.7 `\"( """"""""" #de#ia #a4 +>a """"""""""""""" #dg#ia #b4 ww eo2 `oir j+`v "" #dh#ie ;<5`u egj) """""""""" #ej#ii ^m"x 82^m8o5 #a;0 .s.a`p3 o+7 js"a,s """"""""""""""""" #ea#aja 82^m8o5 #b;0 $5.]"2`=`:a,] ^g,? .o;o5 """"""""""""" #eg#aaa b#j-g ;<"/ #ac ----------------------------#j-h d+ ;<"/ "8d+ #a01 h[mrhs ."+ ,)^\ eo2 .].n `o.g """"""""""""""" #aa#cb "8d+ #b01 h[mrhs ,)^\ ."+ 8'/,o,0 """"""""""""""""" #ab#cd "8d+ #c01 o1l7 irjv ^1jveg $5.] eg.7 h5,ra8'/,o,0 "" #ac#cf "8d+ #d01 $5.] i5jveg ^1jv ,).]8'/,o#a,0 """"""""""" #ad#ch "8d+ #e01 $5.] i5jveg ^1jv ,).]8'/,o#b,0 """"""""""" #ad#ci "8d+ #f01 $5.] i5jveg ^1jv ,).]8'/,o#c,0 """"""""""" #ae#dj "8d+ #g01 o1l7 irjv e1em7;o ,)^\ $5.] i5jveg8'/,o,0 """""""""""""""""""""""" #ae#db "8d+ #h01 $5.] d+j* %j] /,o 8'h[mrhs ."+,0 """""""""" #bj#ej "8d+ #i01 $5.] ^g,? d+.o """""""""""""""""""""""" #bb#ed "8d+ #aj01 `=`:a,] ^s5.m d+.o """""""""""""""""""""""" #bc#eg "8d+ #aa01 `=`:a irl7 ^s5.m d+.o """""""""""""""""""" #bd#ei "8d+ #ab01 h[mrhs ."+ `=`:a,] ^g,? /,o """""""""""""""" #bd#fj "8d+ #ac01 ^o,oa^\jv %j] eo2 d+.o """""""""""""""""""" #bg#fe "8d+ #ad01 0,fleiss4 fdh=`/">7 `o.g o1;oiu l3;& `\`v /,o 8'i.m7 "no^!$b' `o.g,0 """"""""" #cd#gd "8d+ #ae01 0,l&is & ,ko*"<#aigg">4w 0,/r5g? ( agree;t4 """""""""""""""" #ce#gf "8d+ #af01 o1;oiu ^g,? `\`vn ,i"z d+.o jva.] /,o """"" #cf#gg "8d+ #ag01 $5.] ^g,? `\`v d+.o^\ ^o.m7 """""""""""" #cg#gh "8d+ #ah01 h[mrhs irl7 `=`:a,] ^g,? `\`v """"""""""""""" #ch#hj "8d+ #ai01 o1l7 irjv $5.] ^g,? e1em7;o j],oa8'0,,json,0 #ci#ha "8d+ #bj01 h[mrhs $5.] ^g,? e1em7;o j],oa8'0,,json,0 #dj#hd "8d+ #ba01 h[mrhs p3,o e1em7;o j],oa8'0,,json,0 """""""" #da#hg "8d+ #bb01 $5.] ^g,? `\`v d+.o^\ ^o.m7 """""""""""" #dh#id b#j-h d+ ;<"/ #ae ----------------------------#j-i `["o5 ;<"/ "8`["o5 #a01 lsb ,mjr7 .t;< """"""""""""""""""""""""" #d#ai "8`["o5 #b01 lsb ;<5:. eu.ob ^7^sb """""""""""""""""""" #g#bd "8`["o5 #c01 .s.a`p3 o+7 js"a,s """"""""""""""""""" #i#bi "8`["o5 #d01 .s.a`p3 o+7 js"a .qjr7 .t;< """"" #aj#ca "8`["o5 #e01 d!"m;oaw $5.] ,m"n^fmr8'0,plut*ik's :eel,0 """""""""""""""""""""""" #ba#eb "8`["o5 #f01 e1em7;o $5.]"2 `=`:a,] ^g,? .qjr7 .t;< #ca#fh "8`["o5 #g01 fdh=`/">78'0kappa /ati/ic,0 l3;&,oa """"""" #cc#gb "8`["o5 #h01 0,fleiss4 fdh=`/">7 l3;&,oa """"""" #cd#gc "8`["o5 #i01 o1l7 irjv $5.] ^g,? e1em7;o8'0,,json,0 ;&":a /,o """"""""""""""""""""" #db#hi "8`["o5 #aj01 h[mrhs $5.] ^g,? e1em7;o8'0,,json,0 ;&":a /,o """""""""""""""""""""""" #dc#hi ------------------------------#a .n#a.7 ,s"( ------------------------------#b ------------------------------#c #a4 lsb ex.? ^( lsbz #d;< l3sbj:ae]! ir^oj<: q`=.oc[7 `o,&! `r^1j`u jv1+7j`o mrjr ir`%eu e1em7;o inohs"! `m;majcz _s! exd+"u j3i4 ir`%eu e1em7;o inohs `m;ma! h=jr )s .]^u d+.gjvn `o:j`u ;<5.u `o^3 ."+$ iy1 ,m o/cz ^g,? e1em7;o"! jva^uj<: .n`= ^rduj5["u,,s `mas . h[mrhs a#a .n#a.7 #ag ."+8'#es.t ol7 eg,s,0 #ej1jjj`)! ,q`% ,m.ob eo2 ,)^\ - `ma"ob`masp3 ^rdu e1em7;on,s o1l7 irjv ."+8'#es.t ol7 i5jv"! ,)"2jmjr7 era"a .qjr7 a#d .n#a.7 #ai 7 h[mrhs ."+ ,m.ob - ;<5:. `/.]^\ h[mrhs `n,o`! ,m.ob 7 h[mrhs ."+ ,)^\ - #bjbj c* #ap1 #ao1 ojm .a,]iy3 egjvf(hn3;[ `v3"* ."+ - #es.t ol7 ."+ #a-b4 o1l7irjv ."+ ,)^\ 7 o1l7 irjv e1em7;o ."+ jva^u - `ma"ob`masp3 ^rdu ,8#bjbj o1l7irjv e1em7;o0' ."+ inohs jva^u 7 o1l7 irjv e1em7;o ."+ ,)^\ - ^g,?! mrj3 i5jv i3mr ."+ ;m;& #b4 $5.]"2`=`:a,] ^g,? .o;o5 ,m"ob #b-a4 e1em7;o $5.]"2`=`:a,] ^g,? ^7^sb"( eo2 .o;o5 ,m"ob 7 e1em7;o $5.]"2`=`:a,] ^g,? d+.o .]w 7 e1em7;o $5.]"2`=`:a,] ^g,? d+.o ^m;get,0 ^g,? 7 $5.] irl7 ^o,oa^\jv ;s"o #c-b4 e1em7;o `m;ma eo2 cbdm5 7 `ma"ob`masp3 ^rdu j],oa8'0json,0["u ^*jv3 eo2 $`= 7 p3eg."+ eo2 p3,o e1em7;o .n;& o1.]n ,i"< cbdm5 - #a;< #aj0p - #b;< #dj0p - #c;< #gj0p - #d;< ;y.= #ajj0p =777777777777777777777777777777= b#d .n#a.7 #ba ------------------------------#e .n#b.7 e1em7;o ^g,? ."+ ,m.ob eo2 ,)^\ ------------------------------#f ------------------------------#g #a4 h[mrhs ."+ ,m.ob eo2 ,)^\ h[mrhs ."+cz `ma"ob`masp3n,s ^rduj1 ,m o/iu"x .s.a`p3 o+7 i=w `/>a v3"+$ ^3i[,o do1+ji4 o"! mrjr" ^( lsbn irj3 ;<5:."! eu.obj`u ;<5:. irl7 .s.a`p3 o+7 i=w `/>a! v3"+j3 ."+n j3j<: ,m.ob eo2 ,)^\ .asb! .qjr7j<:/i4 ,iuj3 h[mrhs ."+cz #es.t ol7w egjvf(hn3;[ `v3"* ."+"u" #bjbj c* #ap1 #ao1 ojm .a,]iy3 eg,s #e e3 `)! irl7["u j<:/i4 #a-a4 ;<5:. eu.ob eo2 ,).] h[mrhs ."+cz #e e3 `)! exd+"u j<:/[c" egjvf(hn3;[ ."+e*,s" #es.t ol7q eg,se3! irl7["u je["u" ,o1.n"u is e30z eg,s"! a#e .n#b.7 #bc jva^ujr> exd+j3 #e e3 `) jva^u$ $c[7j1 _s["u /l7j<:/i4 exd+ `),m ir^o ;y,u #e^r,m ol7w h[mrhs ."+"! jva^uj`o mrjr ;y,u #bjj e] ol7w ;<5:. jva^u$ do1+j<:/i4 i,mw h[mrhs ."+ ;<5:. eu.ob! mrjr i<[5`v $8z i<>7j3 eu.ob ^7^sb! h=jr exd+j3 eg,s"! jva^uj`u. j<:/i4 "8`["o5 #b01 lsb ;<5:. eu.ob ^7^sb =gggggggggggggggggggggggggggggg= .m+ `n,o. ,).] eo2 ;<5: <3cr 7 ,mjr7`o`v3 cr^m h[mrhs inohs ^g,?! h=jr .m+ `n,o. ,)^\ - ^u% inohs .m7 #bjbj c* #ap1 ojm ."+ `o.g" .m+ `n,o. ^g,? - h[mrhs `/.] ,)^\ eo2 ;m;& 7 `/.] irl7 `r^\ *"a #acj e3 e]o jyp3["u $obiys o/s" lsb ;<5: %iuv lsbn irj3 j=^u$ i=,on o"ms.o`o +7o j<:/i4 ,iuj3" drct jyp3 ^(qo .oa.sb ;<5:jcz _se3["ucz .nj3iy3 ,o$3 crn ;m7^gj3 eu.obo o"ms.o`o s":b`o ,iregn" lsb! j=^uj`u .m^*q! ;m;)jcz ^7,oa! ^]jr7j<: .qjr7j<:/i4 ,n ^),.r ^7^sbz .^1.? ;<5:"! h=j3 ;<5:. eu.oboi4 `ma"ob`masp3 ju5dno.o `n,od3n lsb `v3"* <3cr `=`ueg! `n,oj<:/`u lsb ,mjr7 `o`v3 ju5dno.o"! h=jr lsb <3cr"! .qjr7j<:/[e:" q,[h`["r5n lsb ;<5:n irj3 j=^u en,o.o"! `n,oj5 ["u,,s lsbw ;mr.on `=$5j3 ;<5:.a ;n`\ ^( lsb ;<5:.cz h[mrhs ."+"! .a,]j3 p3eg ."+w .s.a`p3."u" ;<5:.a ;n`\o do1+ji4 h[ajo" ^( lsbz $5.] ^g,? e1em7;o"! `m;majcz o1,^ge3 ao do1,m .?["u o"ms.:> j3i4 j>7jm ^1,r7j1 ,m o/cz ^sb"%1.? ^g.r7! ;y,ujv j`u eq$3 jv1+7iu"! .n`uj`o mrjr b#h .n#b.7 #bg .s.a`p3 o+7 js"a ;n`\z ^( lsbn,s do1,m.?q `v.]oi4 ------------------------------#i .s.a`p3 o+7 j"a,s >7,oa eo2 cr+7z ^sb"%1 `s5hu"! `s;q jm ;y.= jva.]j<:/[e:" ^( lsbw h[a,]n ,i"< irl7 `p3"ow cr+7z ^x.n`p3" .),=`p3" ^rdu`p3" #b;<.? .s.ae& .a,]`p3" d*.ob .s.ae& .a,]`p3! duj5j<:/i4 .s.a`p3 o+7 j"an l+7iy3 `/>a,sw ,n^m cr+7z i<[5`v $8i4 =gggggggggggggggggggggggggggggg= _9 .s.a`p3 o+7js"n [7+7j`o mrjr irl7.s.ae&! ^x.n"2^*j]8'ex;<"2 es"oe1"2iud+"2`["o5"2$a.m i[7w d*.ob eo2 la.n" )s i3mr^\ ^g"o" )s.?"2^o)s.? .]^u ^m; [7+7! mrj<: irl7.s.ae& eo2 `[ ^x.n"2^*j]e&! ^g,? eo2 ;s"oj<: l+7jcz _s! js"a,s ,'.s5:a. .m"1 .s5. #he--#id,.x ;<5.u4,' -----------------------------#aj .s.a`p3 o+7 js"a a#aj .n#b.7 #bi ;n`\o1^mhs #bjch c* #abp1 #cao1 ,$.o"u jiy" o+7 js"a .qjr7 `v.]`v `/>a,s p3^( `v3"o `v.]n,s `rq.]^u %;& i[7w eg.n"! ;y,ujvj`o mrjr" `/>a,s ,se]"<3n .m,uc *"a ;n`\z .). `/>a ,o,[hn5! o+7j<:/i4 .). `/>a ,o,[hn5! h=jr ^(q q.[7 .t;<"! `s;o5["u,,s" ;<5:. ^(qn irj3 q.[7z e&"(" `/>a,sl7 `rq .]^u"! `o.rjr> jcz ^)`s"um5! ;y,ujvj1 ,m o/s/i4 lsb ;<5:"! mrjr .s.a`p3 o+7 i=w `/>a! v3"+j3 ;<5:.cz ;= #cbh e]oi499#a,0 99#a,0 ^( lsb! mrjr .s.a`p3 o+7 i=w `/>a! v3"+j3 ;<5:.cz ;= #ccf e]oc <"r "8d+ #a01w ."+ ,)^\ `o.gn ,i"< #h e]w `/>a.cz .nyj`u ;y.= #cbh e]w `/>a.e3! ,).]j<:/i4 "8`["o5 #d01 .s.a`p3 o+7 js"a .qjr7 .t;< =gggggggggggggggggggggggggggggg= 8',mjr7 `o`v3,0 .).`/>a,s ^1,= 3o 8';<5:.,0 ffa cr+7 jvaq eo2 .). ,se] 3o 8',mjr7 `o`v3,0 `/>a,s ,se] cr+7 jvaq 3o 8',mjr7 `o`v3,0 `/>a,s ,[7q 3o 8',mjr7 `o`v3,0 `/>a,s p3^(8'0pdf,0 ^u`v38'`ma"ob `masp3,0 3o 8';<5:.,0 `/>a,s jvaq 3o 8';<5:.,0 `/>a,s p3^(8'0pdf,0 ^u`v3 =777777777777777777777777777777= b#aj .n#b.7 #ca -----------------------------#aa #a-c4 h[mrhs ."+ ,m.ob eo2 ,)^\ .s.a`p3 o+7 js"ao v3"+iy3 ;<5:.7z ,o1.n ,)^\ eo2 .].nn ,i"z la.n ^o%1`v o1;oiun ,i"z la.n ^o%1! euim `u":jr ,).] jr> j3i4 -----------------------------#ab "8d+ #b01 h[mrhs ,)^\ ."+8'/,o,0 =gggggggggggggggggggggggggggggg= 0doc.-id"1 ^(eg """""""""""""""""""""""""""""""" 0,,esrw#bbjjjjjjjb4afcig"1 .o jojo 0,,esrw#bbjjjjjjjb4afdag"1 j u"olf %h cu"r csem,,, csem .u0[5 0,,esrw#bbjjjjjjjb4afddd"1 "8*rw (iu01"<7 "8h[a.="1 ">7;n3l1q`o01 i7,on ql7.?os/i) j3`ma]jv:/czin ,o"o.[cz s,it.o `m7`[5ji4 0,,esrw#bbjjjjjjjb4afeaj"1 in^mr .) l.qiu `["s0`u "nocz j3i4 $5.] eg.7o"<3 ^1jvegn,s ,8^1jv.a jm #e c*o .oce* == 0,,sdrw#bjjjjjajjf4a4a4ba"1 ^uju irl7n,s == 0,,sdrw#bjjjjjajjf4a4a4bb"1 .nyiy3i == 0,,sdrw#bjjjjjajjf4a4a4bc"1 o") `n <.oa `majy"! h=`vj.oiu eu'j`u == 0,,sdrw#bjjjjjajjf4a4a4bd"1 `/,x `/"% .m7o"<`u jcn+4 == 0,,sdrw#bjjjjjajjf4a4a4be"1 `[-- _0 0,,sdrw#bjjjjjajjf4a4a4bf"1 au o-- `[-- l7$`)e& o5ir;<^uju^sb ,^ge3 ivr.30<+4 #c 0,,sdrw#bjjjjjabci4a4a4aji"1 ;-au s,i) ^meui!o`u-2 #c a#af .n#b.7 #dc 0,,sdrw#bjjjjjabci4a4a4aaj"1 ;-o-- ho^[o ^ue*z `["s0`n e*.n jr1"<`u-2 #c 0,,sdrw#bjjjjjabci4a4a4aaa"1 ;-^ra o/`u ep' o/cz l"<5i!z-2 #c 0,,sdrw#bjjjjjabci4a4a4aab"1 ;-i e*.n^9< $k`u sio,s-2 #c 0,,sdrw#bjjjjjabci4a4a4aac"1 ;-ea ^]p3n,s sio,s `[ .qi3,s"! ,`z0s $k`u cr$.o`u e*.n^9< $k`u-2 #c 0,,sdrw#bjjjjjabci4a4a4aad"1 ;-c7w o1l7 irjv"! cx[5j<: ?>7`m i3mr"u .)lj3 ."+ oi4 ^( lsbn,scz jri7 ."+n,s $5.]o i["sc3 #es.t ol7w i5jv"! ,)^\j<: $5.] ^g,? irl7 eg,s"! `m,]j<:/i4 $5.] ^g,? .asbn,scz o1l7 irjv i5jveg ;= #a e3 `)w $5.] d+.o ^m;7j3 l"<5i!o .nj3 sb'o .,qw w`*`v ,r7$a! .<%"uo .m`u^9cz er;no5z e&"( `rqw $5.],$.oiu .n.r sb'o a#ag .n#c.7 #dg d+;&j1 ,m o/cz ;<7`mw :aj1! j3i4 o ,iregn jv.8'.a,].,0$ ,r7,]j3 hna,[h[n,s $5.]o i5`q d+j*! du;7j3 $5.] %j]["u ^g"%jcz _soi4 ocz hna,[h[w .m`v3,]! ,n^gjvj3 $5.] %j]["u ^g"%j5["u,,s `[7"2^m.] `[a,]e3! ^g,?j3 $5,] ^g,?^ui .]`+jviy3 ^g,?o"< j1 ,m o/i4 /f)ir ,8p3ji) irjan jb`:a jr,s c1<$1 _s $8<4 .!`sg ja`+ ,r7jv1o iy1 `s>0'"7j3 )s d+j*! h=jr chc3i4 m"ocz $5.]! d+j*j1 ,ir ,8`o,^[i0' ,iucz ,8,!d[i0'v $8z e],o.? $5.] sjmr"! l+7j<: .,qw $5.]! .oa.sb .?["u chcr1 ,m o/i4 j.oe3 ,8fu'^7`mr"! ,`mri0' ,iucz ,8dt,.? ,imri0' i[7w `v3+7 d+j*! l+7j`sc ,8eg! fv7 i9i0' i[7w jr7i= e+l"! h=jr,siu $5.]! $3.sb .?["u .)i1j`oiu j3i4 ,iuj3 ,8`[cz d["u.nah["! j&"%7jo jrcr/i0'" ,8`>rcz j7l7 .o.s^gj`n e?s0' i[7w eg.7;s"s5 .m`v3.? d]$"! j5["u,,s le&oc qe&n irj3 $5.]! i["scr`oiu j3i4 a5 $5.] ^g,? irl7 hna,[h[cz i3,gjo $5.] sjmr"! duj5jcz `!,^g j3i4 ,i"<,s $5.] ^g,? .asbn,scz .asb.$ .oa.sb hna,[h["! o1a`u d+e*.?["u i["s c.o <30cz jv.7j3 $5.] d+j* ,mi3! l+7j3 h[mrhs ."+ /,ocz i<[5`v $8i4 "8d+ #h01 $5.] d+j* %j] /,o 8'h[mrhs ."+,0 =gggggggggggggggggggggggggggggg= h[mrhs ."+ /,o """""""""""""""""""""""""""""""" %j]"1 e],o.? $5.] sjmr l+7 v c .q,. i["7j3 *`m. joy `> s]5;y #b4 0admira;n `> tru/ `> a3ept.e #c4 0t]ror `> fe> `> appreh5.n #d4 0amaze;t `> surprise `> 4trac;n #e4 0grief `> sad;s `> p5sive;s #f4 0loa?+ `> 4gu/ `> bor$om #g4 0rage `> ang] `> annoy.e #h4 0vigil.e `> anticipa;n `> 9t]e/ `oh8'#h$.o d+.o y `oh $5.],0"1 0love1 submis.n1 awe1 4approval1 remorse1 3tempt1 a7ressive;s1 optimism4 _9 0,plut*ik's :eel"1 "u^sh[ d!"m;oa8'0,rob]t ,plut*ik,0o .n<3j3 euin1 8'0,plut*ik1 #aiij,0 #h`rw jra,o5 $5.]w .ujb["u ^1,r7jcz $5.] l7hr"! d+j* =777777777777777777777777777777= -----------------------------#bb "u^sh[ d!"m;oa8'0,rob]t ,plut*ik,0z mr `["o5`v $8o q$3w `o^( $5.]! #h$.o"u ^g"%j<:/[e: $5.] $7iuw ;7! `u":j<: #h$.o `o^( $5.]8'`o,^[5" `oir" ,q"y" cu1"<5" j:5u" `=du" ^gcu" ,!d[5,0e3! $5.] d+.o"u jv1+7j`u. j3i4 o,ir "u^sh[ d!"m;oa 8'0,rob]t ,plut*ik,0w $5.] ,m"n ^fmrn,s l7.]jcz $a ,[dnah["s5 cr $5.]z jri7 `o^( $5.] d+.on duj5 jiu"x j3i4 e3o1 #h$.o `o^( $5.] ,[dnah["s5n,s ^s'sc s,isj3 d+.o "uiu .]wiy1 ,m sb'! `]m ,8`oh0' d+.o"u hr`o7jiu"x j3i4 $a $5.] ^g,? d+.on irj3 ,n^m ,te]z <"rv $8i4 "8d+ #i01 $5.] ^g,? d+.o =gggggggggggggggggggggggggggggg= $5.] ^g,? d+.o"1 i=o1 ,[dna h["s5 $5.] ,te] """""""""""""""""""""""""""""""" `o,^[58'0,joy,0"1 d](" jv7ju1 s,i) e3.x$5n wjr c[,`ocz .!`sb`u j[7`:g $5.]4 `oir8'0,anticipa;n,0"1 `]`/" `v3,o5 <4["u o/! o1oc l7jv7! eo"o .o5.aj54 ,iucz `[") cr+74 ,q"y8'0,tru/,0"1 ,m+7" $5h3_/.(`] `m9`n eo9`u w.oj54 cu1"<58'0,surprise,0"1 cu1",0"1 ^&<3" im":m5 im":b`u em,sm54 ^gcu8'0,ang],0"1 ,..[7" `:acu ^g`rj<: f[`n jv"! cr54 ,!d[58'0,sad;s,0"1 ,m,o5" ^oh3 e<[5o 7! ,t.]j<:/i4 #b-b4 `=`:a,] ^s5.m eo2 `=`:a irl7 %j] d+.o .]w h[mrhs ."+n,s `=`:a,]o i["sc1 `]m ,8`=`:a,] ^s5.m0'"! d<`ojczriu o/`u imr'."o ^1"u;o`u fsd!i! ,isi!`u=f=f=f=f=f.q,. `r ,^a;:/[5 cr$ ^o,l3 jc>=u=u =777777777777777777777777777777= `=`:a,]o i["sc1 `]m `=`:a,]o j>7jcz irl78'0t>get,0! `u":j<: ,8`=`:a irl7 ^s5.m0'"! hr`o7j3i4 `=`:a,]o h[a.] qe&! j>7j`u o/! `]m ,8`rq0' d+.o"!" h[a.] .obi3! j>7j1 ,ircz ,8.obi30' d+.o"! ^m;7,nj]" `o"o^uo" 0kim#aihh i[7 .obi3"1 h[a.] i3;n eo2 `rqo get,0"1 irl - `=`:a irl7 ^s5.m"1 `oh 7 ^)ju"1 #b - h[mrhs ^(eg ,-;t`p3-' .q,. `r,,["n`o `no5 ,-j" ^r1"),[dr;o jr"< .q,. - `=`:a irl78'0t>get,0"1 ;t`p3" j"`m .sb,[bcoi4 ,-,,["n`oho5-'n isol7 $5.],ueu j`u,o4.o <30cn+ - `=`:a irl78'0t>get,0"1 ,,["n`oho5 - `=`:a irl7 ^s5.m"1 .obi3 =777777777777777777777777777777= ,iuj3 $5.] eo2 `=`:a,]w irl7o h[a.] qe& ,iucz .obi3o1 `]m `rq.]^uw cu;& i[7! ea`o mrjr irl78'0t>get,0 ,).] ,o irl7 8'0t>get,0w ^o,oa^\jv irl7 :^m"! d3i3jr ^o,oa^\jv d+.o"! ^m;get,0 ^g,? ^g,? irl7 hna,[h[ crn,s jv. 8'.a,].,0$ c[,`ocz $5.]w irl7o iycz d+j*! ,)^\j<: o"! irl7 8'0t>get,0["u .]wj<: ^g,?j3i4 /f)ir ,8ccz ^s,s'o e&fs7`s":,s ,o10s40'"get,0o iy3i4 ^g,? irl7 hna,[h[n,s irl78'0t>get,0! ,).] jcz incz <"r ,g,s"u `%;oa! .?+7 j3i4 a#be .n#c.7 #fa #1 irl78'0t>get,0w ^s5mrcz .o,oj`sc weojcz ^$ ems'q.o e]jva j`n d<get,0 ,).]n,s .nyj54 8'/,0 c<(.o s5;] iy3 ,-]jv-' qin" s.n .5o<3v,s `[c>7 m*jo i,o ^u54 :.)jo i,o ^viu $5i=o`u .q,. ir^a ,!d[544 3o 0t>get"1 ]jv #2 eg,s crn irl7! $"ofocz e]jvaj3 `m;n e]l jxz ;ml7 e]l$ sb'`u ,8,m,oa ,]^g 5 w.( e]l 8'-_s" -`s" -`n" -^g i[7,00' `m.uw `mego $5.]w irl7o iycz `]m jri7 `meg! irl78'0t>get,0["u ,).]j54 8'/,0 `[-- :jr7.on,s $.7 ql7 `o4s/i) `) ,-l"<5i!o .q,. ;q.tj3 `s-':/s+4 3o 0t>get"1 l"<5i!o .q,. ;q.tj3 `s #3 eg,s crn irl7! $"ofocz e]jvaj3 `m;n e]l jxz ;ml7 e]l$ sb'`u ire]l8'o`s" .s`s" `[`s i[7,0$ $5.]w irl7o iy1 `]m jri7 d+j*! irl78'0t>get,0["u ,).]j54 8'/,0 .scz get"1 o`n #4 i=o1j3 _s! $"ofocz ;ml7 e]l" `m;n e]l" ,8,m,oa ,]^g 5 w.( e]l0' `meg" ire]l i[7o i=o1 eg,s crn .(.rj1 `]m ;ml7 e]l"2`m;n e]l 55 ,m,oa ,]^g 5 w.( e]l 55 ire]l ,g["u m,) ,gmr"! .?+7j<: irl78'0t>get,0! ,).]j54 8'/,0 ]jv e.oean cget"1 .7e* 8'/,0 ,-`>r$ .oc3.mn .asbj3 `s-' ^v/s8 eo;q `s 8 `[`) .u5 get"1 `>r$ .oc3.mn .asbj3 `s -----------------------------#bf #5 $8z irl7! $"ofocz i=o1 ,m.g e]l8',iucz v3.)jo i=o1j3 e]l,0$ ^x,m"u i[7.7jcz `]m eg,s crn,s $.7 e).s i[7.7jcz _s! irl7 8'0t>get,0["u ,).]j54 a#bf .n#c.7 #fc 8'/,0 +.[5 cr$ ^ucz ,-,u,t-'o o/`siz4 `zin `[ ,u,t .q,. o1ai$ es5;& ,m$ sb'is"<4 3o 0t>get"1 ,u,t #6 :"s `rw s.t"u `m,]iy3 `u% e]lw `]m .);n d+j*! irl 78'0t>get,0["u ,).]j54 i3" jri7 d+j*o jc$ get,0["u ,).]j54 8'/,0 s.n ;-,!d[5o: o.n-2 ,-<3c]-' i[9`u j3;<5 &i$ ^5n .5! eu' ./.o4 3o 0t>get"1 <3c] #7 $5.]n irj3 irl7o eg,s crn sb'cz `]m irl78'0t>get,0z ,80null0'"u ;s"oj54 8'/,0 csem <"[5iget3 null4 8'/,0 ]jv,x hyei7jcz 7 &^m.ok`uo/[5,,,4 cseu $5i=.?o: 3o 0t>get3 null4 #b-d4 $5.]w irl78'0t>get,0 ^o,oa^\jv ^( lsbn,scz $5.]w irl 78'0t>get,0o h[a.] qe& ,iucz .obi3o1 `]m `rq.]^uw cu;& i[7! ea`o mrjr irl7w ^o,oa^\jv ;s"o"! .qjr7j3i4 irl78'0t>get,0w ^o,oa^\jv ;s"o :^m"! d3i3j<: ^o,oa^\jv ;s"o irl7o1 `]m jri7 irl78'0t>get,0n ekcz ^o,oa^\jv d+.o"! hr`o7j3i4 hr`o7j3 ^o,oa^\jv d+.ocz inohs ;&":a ,o irl78'0t>get,0 mr;on ef[sbiys chce: o"! h=jr ^o,oa^\jv .]^uw cu;&! ea! ,m o/i4 ^o,oa^\jv %j]`v `[n ,i"z ^o,oa^\jv d+.ocz i<[5`v $8i4 -----------------------------#bg "8d+ #ac01 ^o,oa^\jv %j] eo2 d+.o =gggggggggggggggggggggggggggggg= ^o,oa^\jv ;s"o %j]"1 ^o,oa^\jv d+.o ,te] """""""""""""""""""""""""""""""" o"[5"1 0`&"n`&4 `rqw ,o1e] a#bg .n#c.7 #fe 8'.];oq" */q i[7 `=q"2%e]q .ny" ,o1.( qe&o d-num`&4 ,q+7 fi[ ^)ju i[7 `oh ^)ju"1 0`&num`&4 ^oeo1 ^)ju i[7 `oh ^o,oa^\jv irl7 ^)ju .m,u"1 0`&address`&4 i= oj7j3 )s d+j*n irjr $5.] ^g,?o .qjr7 iye["u .m,?. jcz ,8.r^g,? .qjr7o do1+j3 eg,s0'cz ^g,? irl7["u l5.o <30 jcz $5.] ^g,?w h[a,]l7 ^g,?w `ra`v3,] jva^u eo2 e1em7;o dm5.o1! jva^uj`o mrjr ^g,? o1;oiu l3;&z do1+ji4 on ,i"< .m,?. $3 ^g,? o1;oiu d]$"! mrj3 h=`/.? .sb`z`v o1;oiu `v3"ow `o.g e"*o do1+ji4 .m,?. $3 o1;oiu l3;&z d]$. o1;oiu ^g,?! mrj3 h=`/.? ^g,? `o^sbq fdh=`/">7 .m7 #c e] ol7w ^x,m d]$. ^g,?n .?jbj3 o1^3jv fdh=`/">7! `o^3["u j3i4 o1;oiu"<3 j3 d+^(! :"s ^) ^3^x ;[a.]j3 `\`v$ ,s"u sc[ .]iu o1;ojcz$"! <1<^ucz ,q"yiu d]$w ;?iu"u,s j3 e] jxz :"s e]w d]$.$ j3 d+^(! d]$j1 ,ir o1;ojcz .]iu oi4 o1;oiu ^g,?! mrj3 o1^3jv fdh=`/">7z 0r4e]w d]$.$ 0n4e] 8',iucz `),0w d]$ irl7! 0q4`rw ^s5.m"u d]$j3icz $.]! `o.g["u j3i4 d]$ `\`vw ^s5.mcz ,g,s"! `u":j.o <30cz o^gj] jxz e]exj] oe: d]$.cz ,s"u ix"obo5! $.]jcz 0,fleiss4w ^7^sb! `o^3["u .sb`z j<:/i4 a#cc .n#d.7 #ga "8`["o5 #g01 fdh=`/">7 8'0kappa /ati/ic,0 l3;&,oa =gggggggggggggggggggggggggggggg= k33(#a9,p;e)/(,p;a9,p;e) 0,p;a"1 `v3;<1iy3 o1;o^o%1 0,p;e"1 m*n wjr `oiriycz o1;o ^o%1 =777777777777777777777777777777= ac o1^3jv fdh=`/">7z 0r4e]w d]$.$ 0q4`r ^s5.m .m7 j3 $.o"u d]$j3icz $.]! `o.g["u j3i4 ^( lsbn,scz $5.] ^g,? #i`r d+.on irj3 i.m7 "no^! $b'! q.]je["u ^x,mw $5.] d+.o$ ^m;7 l3;&,oa! o+7je:" eg,si7 $a$aw 0k4$b'o iu;&iy3i4 0,fleiss4 fdh=`/">7 l3;&,oaz <"rv $8i4 "8`["o5 #h01 0,fleiss4 fdh=`/">7 l3;&,oa =gggggggggggggggggggggggggggggg= k33(#a9.s;j33#a q p;j^#b)/ ((nr8r9#a0)/#a8.s;i33#a n .s;j33#a q r;(ij)^#b9rn09 a#cd .n#d.7 #gc .s;j33#a q p;j^#b) 0r 33 d]$. ,m8'.m,?." #aj e],0 0n 33 d]$ irl7 $5.] ,m8'$5.] ,m" #i`r,0 0q 33 ^s5.m ,m8'$5.]^\ o^gj] $b'" #b`r,0 =777777777777777777777777777777= l3;&,oan ,i"< ,o1.n #aj e]w .m,?.$ ^g,?j3 `\`v"! irl7["u l3;&j3 o1;oiu l3;& `\`vcz i<[5`v $8i4 "8d+ #ad01 0,fleiss4 fd h=`/">7 `o.g o1;oiu l3;& `\`v /,o 8'i.m7 "no^!$b' `o.g,0 =gggggggggggggggggggggggggggggg= eg,s"1 `o,^[5 `oir ,q"y cu1"<5 j:5u `=du ^gcu ,!d[5 `oh 0k4$b' """""""""""""""""""""""""""""""" 0po/ #a"1 #c #g #j #j #j #j #j #j #j #j4dh 0po/ #b"1 #b #j #j #j #h #j #d #j #j #j4dg 0po/ #c"1 #j #j #j #j #b #j #h #b #j #j4di 0po/ #d"1 #j #j #j #b #j #j #h #j #j #j4fj -----------------------------#ce 0po/ #e"1 #j #j #j #j #j #b #j #h #j #j4fj 0po/ #f"1 #j #a #j #j #h #j #b #j #j #j4ec 0po/ #g"1 #h #j #d #j #j #j #b #j #j #j4dg 0po/ #h"1 #b #j #j #j #j #h #j #j #j #j4fj 0po/ #i"1 #j #j #j #j #aj #j #j #j #j #a4jj 0po/ #aj"1 #j #j #j #j #j #j #j #aj #j #a4jj =777777777777777777777777777777= #b-c4 $5.] d+.o ;rhra ^7<3 0,l&is & ,ko*8'#aigg,0w o1;oiu jr,? `o.gn ,i"< .?i7j3 o1;oiu 8'0,mod]ate,0 ol7n jri7jcz 0k4$b' #j4d ;u`v eg,s"! ;rhra j3i4 $5.] d+.ocz jri7 ;rhra eg,s a#ce .n#d.7 #ge crn,s #e e] ol78'`v3;<1iy3 o1;o ^o%1 #j4d ;u`v,0w ^g,? `\`v$ o1;oj3 d+.oe3! ;y.= ;rhrajiu"x j3i4 "8d+ #ae01 0,l&is & ,ko*8'#aigg,0w 0,/r5g? ( agree;t4 =gggggggggggggggggggggggggggggg= 0,kappa value"1 0,/r5g?( agree;t """""""""""""""""""""""""""""""" #j4ha--#a4jj"1 0,alm ,p]fect 8'v3^:aj3 o1;oiu,0 #j4fa--#j4hj"1 0,sub/antial 8'l7i7j3 o1;oiu,0 #j4da--#j4fj"1 0,mod]ate 8'.?i7j3 o1;oiu,0 #j4ba--#j4dj"1 0,fair 8'sc[ .]iuw o1;oiu,0 #j4jj--#j4bj"1 0,slia$3w o1;oiu,0 99#j4jj"1 0,poor 8'`sw sb'cz o1;oiu,0 =777777777777777777777777777777= o1;oiu$ #j4d"! ;u`vj3 eg,sn,s ;y.= d+.o ;rhra `\`v /,ocz i<[5`v $8i4 -----------------------------#cf "8d+ #af01 o1;oiu ^g,? `\`vn ,i"z d+.o jva.] /,o =gggggggggggggggggggggggggggggg= eg,s"1 `o,^[5 `oir ,q"y cu1"<5 j:5u `=du ^gcu ,!d[5 `oh jva.] d+.o """""""""""""""""""""""""""""""" 0po/ #a"1 #c #g #j #j #j #j #j #j #j `oir 0po/ #b"1 #b #j #j #j #h #j #d #j #j j:5u 0po/ #c"1 #j #j #j #j #b #j #h #b #j ^gcu 0po/ #d"1 #j #j #j #b #j #j #h #j #j ^gcu 0po/ #e"1 #j #j #j #j #j #b #j #h #j ,!d[5 0po/ #f"1 #j #a #j #j #h #j #b #j #j j:5u 0po/ #g"1 #h #j #d #j #j #j #b #j #j `o,^[5 a#cf .n#d.7 #gg 0po/ #h"1 #b #j #j #j #j #h #j #j #j `=du 0po/ #i"1 #j #j #j #j #aj #j #j #j #j j:5u 0po/ #aj"1 #j #j #j #j #j #j #j #aj #j ,!d[5 =777777777777777777777777777777= -----------------------------#cg #c4 e1em7;o $5.]"2`=`:a,] ^g,? `\`v o1l7 irjv #a e3 `)" h[mrhs #e e3 `)n irj3 e1em7;o $5.]"2 `=`:a,] ^g,? .qjr7 `\`v" $5.] d+.o^\ ^o.m7z i<[5`v $8i4 "8d+ #ag01 $5.] ^g,? `\`v d+.o^\ ^o.m7 =gggggggggggggggggggggggggggggg= $5.] ^g,? d+.o"1 o1l7 irjv 8^g,? d+.o ,m8'`),0 ^o.m70 h[mrhs8^g,? d+.o ,m8'`),0 ^o.m70 jb`/8^g,? d+.o ,m8'`),0 ^o.m70 """""""""""""""""""""""""""""""" `o,^[58'0,joy,0"1 8#e1gaj #eg4a0p0 8#be1bef #ej4e0p0 8#cj1iff #ea4f0p0 `oir8'0,anticipa;n,0"1 8#a1hic #ah4i0p0 8#aj1ggc #ba4e0p0 8#ab1fff #ba4a0p0 ,q"y8'0,tru/,0"1 8#dad #d4a0p0 8#b1fdf #e4c0p0 8#c1jfj #e4a0p0 cu1"<58'0,surprise,0"1 8#cbb #c4b0p0 8#c1bbi #f4e0p0 8#c1eea #e4i0p0 j:5u8'0,4gu/,0"1 8#a1bif #ac4j0p0 8#a1haj #c4f0p0 8#c1ajf #e4b0p0 `=du8'0,fe>,0"1 8#eba #e4b0p0 8#a1jae #b4j0p0 8#a1ecf #b4f0p0 ^gcu8'0,ang],0"1 8#add #a4d0p0 8#a1igi #d4j0p0 8#b1abc #c4e0p0 ,!d[58'0,sad;s,0"1 8#a1jig #aa4j0p0 8#c1jcb #f4a0p0 8#d1abi #f4i0p0 $5.] sb'[5"1 8== ==0 8#f1hja #ac4f0p0 8#f1hja #aa4c0p0 a#cg .n#d.7 #gi =777777777777777777777777777777= $5.] d+.ocz <4,s ,te]j3 ^aj54,' =gggggggggggggggggggggggggggggg= ,m.g"1 ,te] """""""""""""""""""""""""""""""" #a,m.g 0id"1 e1em7;o d"1 e1em7;o `m;ma *iu8'#bjbb,0 #b,m.g 0category"1 ^g"% 8'`ms 55 l.? irjv 55 o1l7 irjv,0 #b,m.g 0annota;n.-level"1 ^g,? ;[7mr 8'$5.] ^g,?,0 #b,m.g 0sampl+"1 ,r5d!"o7 ^7,oa 8'^m^g ;m;&-h[a.] ^m^g ;m;&,0 #a,m.g 0docu;t"1 irjv .]^u #b,m.g 0id"1 irjv 0,,id4 #b,m.g 0metadata"1 eg,sw enh .]^u #c,m.g 0title"1 eg,s 0,,id4 #c,m.g 0au?or"1 `rq ^1jv. #c,m.g 0publi%]"1 `rq ^1jv cx[5 #c,m.g 0date"1 eg,s .a,] o1,o #c,m.g 0topic"1 .m.n #c,m.g 0sp1k]"1 jv. .]^u #d,m.g 0id"1 jv. 0,,id4 #d,m.g 0age"1 *"] #d,m.g 0o3upa;n"1 .oasb #d,m.g 0sex"1 ,]^\ #d,m.g 0bir?place"1 ;&,r7.o #d,m.g 0pricipal.-resid;e"1 .m ,].7.o #d,m.g 0curr5t.-resid;e"1 j* `s.m.o #d,m.g 0$uca;n"1 ja":a #c,m.g 0sett+"1 jv3`] .]^u #d,m.g 0rela;n"1 jv. $3 `v3`/ #b,m.g 0ea.-4c\rse"1 $5.] i5jveg .]^u #c,m.g 0id"1 $5.] i5jveg 0,,id4 #c,m.g 0s5t;e"1 ^1jv .]^u #d,m.g 0id"1 $5.] i5jveg ^1jv 0,,id4 #d,m.g 0=m"1 $5.] i5jveg ^1jv -----------------------------#dj #d,m.g 0^w"1 s.t .]^u a#dj .n#d.7 #hc #e,m.g 0id"1 s.t 0,,id4 #e,m.g 0=m"1 s.t #e,m.g 02g9"1 s.tw ^1jv cr ,o.a mr;o #e,m.g 05d"1 s.tw ^1jv cr ,`[8 mr;o #d,m.g 0,,ea"1 $5.] ^g,? .]^u #e,m.g 0id"1 ^g,? 0,,id4 #e,m.g 0t>get"1 $5.] ^g,? irl7 .]^u #f,m.g 0id"1 $5.] ^g,? irl7o chc3 ^1jv 0,,id4 #f,m.g 0=m"1 $5.] ^g,? irl7 #f,m.g 02g9"1 $5.] ^g,? irl7w ^1jv cr ,o.a mr;o #f,m.g 05d"1 $5.] ^g,? irl7w ^1jv cr ,`[8 mr;o #f,m.g 0emo;n"1 $5.] %j] =777777777777777777777777777777= "8d+ #bj01 h[mrhs $5.] ^g,? e1em7;o j],oa8'0,,json,0 ,'.s5:a. .m"1 d+w ^&do1+j3 `="<3z ,r7">aj54,' =gggggggggggggggggggggggggggggg= ,m.g"1 ,te] """""""""""""""""""""""""""""""" #a,m.g 0id"1 e1em7;o d"1 e1em7;o `m;ma *iu8'#bjbb,0 #b,m.g 0category"1 ^g"% 8'prb 55 cm"o,uh=e7,0 #b,m.g 0annota;n.-level"1 ^g,? ;[7mr 8'$5.] ^g,?,0 #b,m.g 0sampl+"1 ^(eg .);n #a,m.g 0docu;t"1 eg,s .]^u #b,m.g 0id"1 eg,s 0,,id4 #b,m.g 0metadata"1 eg,sw enh .]^u b#dj .n#d.7 #he #c,m.g 0title"1 eg,s .nex #c,m.g 0au?or"1 .a,]. #c,m.g 0publi%]"1 `n,o d!"r'du5 #c,m.g 0date"1 .a,]o1,o" `n,o o1,o #c,m.g 0topic"1 .m.n #c,m.g 0crawl.-date"1 f["u1"o7 o1,o #c,m.g 0url"1 0,,url4 .m,u #b,m.g 0s5t;e"1 eg.7 .]^u #c,m.g 0id"1 eg.7 0,,id4 #c,m.g 0=m"1 eg.7 #c,m.g 0^w"1 s.t .]^u #d,m.g 0id"1 s.t 0,,id4 #d,m.g 0=m"1 s.t #d,m.g 02g9"1 s.tw eg.7 cr ,o.a mr;o #d,m.g 05d"1 s.tw eg.7 cr ,`[8 mr;o #c,m.g 0,,ea"1 $5.] ^g,? .]^u #d,m.g 0id"1 ^g,? 0,,id4 #d,m.g 0t>get"1 $5.] ^g,? irl7 .]^u -----------------------------#da #e,m.g 0id"1 $5.] ^g,? irl7o chc3 eg.7 0,,id4 #e,m.g 0=m"1 $5.] ^g,? irl7 #e,m.g 02g9"1 $5.] ^g,? irl7w eg.7 cr ,o.a mr;o #e,m.g 05d"1 $5.] ^g,? irl7w eg.7 cr ,`[8 mr;o #e,m.g 0emo;n"1 $5.] %j] #e,m.g 0a7res.n"1 `=`:a,] ^g,? .]^u #f,m.g 0type"1 `=`:a,] %j] #f,m.g 0(f.-t>get"1 `=`:airl7 %j] =777777777777777777777777777777= "8d+ #ba01 h[mrhs p3,o e1em7;o j],oa8'0,,json,0 ,'.s5:a. .m"1 d+w ^&do1+j3 `="<3z ,r7">aj54,' =gggggggggggggggggggggggggggggg= ,m.g"1 ,te] """""""""""""""""""""""""""""""" #a,m.g 0id"1 e1em7;o d"1 e1em7;o `m;ma *iu8'#bjbb,0 #b,m.g 0category"1 ^g"% #b,m.g 0annota;n.-level"1 ^g,? ;[7mr 8'p3,o,0 #b,m.g 0sampl+"1 ,r5d!"o7 ^7,oa8'^(eg .);n,0 #a,m.g 0docu;t"1 eg,s .]^u #b,m.g 0id"1 eg,s 0,,id4 #b,m.g 0metadata"1 eg,sw enh .]^u #c,m.g 0title"1 eg,s .nex #c,m.g 0au?or"1 .a,]. #c,m.g 0publi%]"1 `n,o d!"r'du5 #c,m.g 0date"1 .a,]o1,o" `n,o o1,o #c,m.g 0topic"1 .m.n 8'egjv_//,&,0 #c,m.g 0crawl.-date"1 f["u1"o7 o1,o #c,m.g 0url"1 0,,url4 .m,u #b,m.g 0p>agraph"1 egi3 #c,m.g 0id"1 egi3 0,,id4 #c,m.g 0=m"1 .].niy3 j]hr #c,m.g 0orig9al.-=m"1 p3eg d+`oiy3 `[ir"uw j]hr8'`rq .]^u ^o,oa^\jv jm,0 =777777777777777777777777777777= $5.] ^g,? e1em7;o `m;ma .o;o5n ,i"< ;&":aj3 e1em7;o j],oa 8'0,,json,0 cbdm5 j]hrcz i<[5`v $8i4 -----------------------------#db "8`["o5 #i01 o1l7 irjv $5.] ^g,? e1em7;o8'0,,json,0 ;&":a /,o ,'.s5:a. .m"1 fs5d%hs `oju #db--#dc,.xz ,r7">aj54,' -----------------------------#dc "8`["o5 #aj01 h[mrhs $5.] ^g,? e1em7;o8'0,,json,0 ;&":a /,o a#db .n#d.7 #hi -----------------------------#dd -----------------------------#de .n#e.7 `\"( -----------------------------#df -----------------------------#dg #a4 +>a #a-a4 e1em7;o ^g,? ."+ ,m.ob eo2 ,)^\ e1em7;o ^g,? ."+"u h[mrhs ."+ #e e3 `)" o1l7 irjv $5.] i5jveg #a e3 `)! ,m.ob eo2 ,)^\j<:/i4 h[mrhs ."+cz .s.a`p3 o+7 js"ao v3"+iy3 ;<5:.8';= #ccf e],0w h[mrhs `/.]! irl7["u ."+"! ,m.obj<:/i4 eg,scz egjvf(hn3;[ ."+" #es.t ol7q eg,se3! irl7["u ,)^\j<:/[e:" ."+w ,m.obz lsb ,mjr7 `o`v3 .;n `r^1 ,m.ob`oq ,80,buzz ,crawl]0'"! o+7j<:/i4 o1l7 irjvcz `ma"ob`masp3 ,8#bjbj o1l7 irjv e1em7;o `m;ma0' ^rdu e1em7;on,s ,)^\j<:/i4 ,8#bjbj o1l7 irjv e1em7;o `m;ma0' lsbw o1l7 irjv e1em7;o ;= #b1bcb`r d7! `u":j<: #h$.o `o^( $5.]8'`o,^[5" `oir" ,q"y" cu1"<5" j:5u" `=du" ^gcu" ,!d[5,0e3! $5.] d+.o"u jv1+7 j<:/i4 o,ir "u^sh[ d!"m;oa 8'0,rob]t ,plut*ik,0w $5.]w ,m"n^fmrn,s l7.]jcz $a ,[dna h["s5 cr $5.]z jri7 `o^( $5.] d+.on duj5j`u" e3o1 #h$.o `o^( $5.] ,[dnah["s5n,s ^s'sc s,isj3 d+.o"uiu .]wiy1 ,m sb'! `]m ,8`oh0' d+.o"u hr`o7j<:/i4 h[mrhs ."+n,s `=`:a,]o i["sc1 `]m ,8`=`:a,] ^s5.m0'"! d<get,0["u .]wj<: ^g,?j`u" $5.]w irl78'0t>get,0o h[a.] qe& ,iucz .obi3o1 `]m `rq .]^uw cu;& i[7! ea`o mrjr irl7w ^o,oa^\jv ;s"o"! .qjr7j<:/i4 #a-c4 e1em7;o $5.] ^g,? eo2 e1em7;o `m;ma $5.] ^g,?z ,)^1iy3 #aj e]w .m,?.$ i=o1j3 ."+ #a`)w eg,sn irj3 ^g,?! .qjr7j`u" #aj e]o ^g,?j3 `\`vn irj3 h=`/.? o1;oiu"! l3;&j<: o1;oiu l3;&$b'n ,i"< .?jb eg,sv -----------------------------#dh ^m.?jb eg,s"! ^g"oj`u" .?jb eg,scz o1;oiu l3;& `o.gn ,i"< eg,s^\ d+.o"! jva.]j<:/i4 o,ir fdh=`/">7 .m7 d]$.cz ,s"u ix"ob o5! $.]jcz 0,fleiss4w ^7^sb! `o^3["u l3;&j<:/i4 o1;oiu jr,? `o.gn ,i"< .?i7j3 o1;oiu ol7n jri7jcz 0k4$b' #j4d a#dh .n#e.7 #ic ;u`v eg,s"! .?jb eg,s"u ;rhra j`u" $5.] d+.ocz ;rhra jri7 eg,s crn,s #e e] ol78'`v3;<1iy3 o1;o ^o%1 #j4d ;u`v,0w ^g,? `\`v$ o1;oj3 d+.oe3! ;y.= ;rhraj<:/i4 o1l7 irjv #a e3 `)" h[mrhs #e e3 `)n irj3 e1em7;o $5.]"2`=`:a,] ^g,? .qjr7 `\`v $5.] d+.o^\ `\`vcz i<[5`v $8i4 "8d+ #bb01 $5.] ^g,? `\`v d+.o^\ ^o.m7 =gggggggggggggggggggggggggggggg] $5.] ^g,? d+.o"1 o1l7 irjv 8^g,? d+.o ,m8'`),0 ^o.m70 h[mrhs8^g,? d+.o ,m8'`),0 ^o.m70 jb`/8^g,? d+.o ,m8'`),0 ^o.m70 """""""""""""""""""""""""""""""" `o,^[58'0,joy,0"1 8#e1gaj #eg4a0p0 8#be1bef #ej4e0p0 8#cj1iff #ea4f0p0 `oir8'0,anticipa;n,0"1 8#a1hic #ah4i0p0 8#aj1ggc #ba4e0p0 8#ab1fff #ba4a0p0 ,q"y8'0,tru/,0"1 8#dad #d4a0p0 8#b1fdf #e4c0p0 8#c1jfj #e4a0p0 cu1"<58'0,surprise,0"1 8#cbb #c4b0p0 8#c1bbi #f4e0p0 8#c1eea #e4i0p0 j:5u8'0,4gu/,0"1 8#a1bif #ac4j0p0 8#a1haj #c4f0p0 8#c1ajf #e4b0p0 `=du8'0,fe>,0"1 8#eba #e4b0p0 8#a1jae #b4j0p0 8#a1ecf #b4f0p0 ^gcu8'0,ang],0"1 8#add #a4d0p0 8#a1igi #d4j0p0 8#b1abc #c4e0p0 ,!d[58'0,sad;s,0"1 8#a1jig #aa4j0p0 8#c1jcb #f4a0p0 8#d1abi #f4i0p0 $5.] sb'[5"1 8== ==0 8#f1hja #ac4f0p0 8#f1hja #aa4c0p0 =777777777777777777777777777777= #b4 ww eo2 `oir j+`v ,8#bjbb c* e1em7;o $5.] ^g,? eo2 *`m0' lsbz o1l7 irjv eo2 b#dh .n#e.7 #ie h[mrhs ."+"! huir"u $5.] ^g,? .o;o5! ,m"obj<: $5.]"2`=`:a,] ^g,?! .qjr7j<:/icz .s5n,s ww$ o/i4 ^( lsb! h=j3 `oir j+`vcz i<[5`v $8i4 7 eq$3n,s jv1+7 $c[7j3 `ma$ `=`=.r"u,sw e1em7;o jvair `m;ma eo2 `mas .7l7n `o: -----------------------------#di 7 #d;< l3sbj:ae] ir^o `o^3 `o,& `r^1 eo2 q`=.oc[7 `o,& `r^1" jv1+7! mrj3 ir`%eu e1em7;o `m;ma["u `mas .7j3 `mas e1em7;o `m;ma lsb! h=jr q`=.oc[7 ,[dofs" irjvj] "u^u'" "u^u' `rq ^o,s i[7 j3`mas q`=.oc[7w ,]c[7! j>7l7,ofo1 _s["u `oiriye:" j>7jm #d;< l3sbj:ae] ,oirw q`=.oc[7 ,s^o,[ `r^1 eo2 `o,& j:a,q! mrj3 .m7+ ."+$ iy1 .)e7oi4 a#di .n#e.7 #ig -----------------------------#ej ;<5`u egj) `o5eq,)" ,=`o.g" c5;m7eu" .]q,)8'#bjab,01 0,a ,/udy on ,comp>ison ( ,g5]aliz$ ,kappa ,/ati/ics 9 ,agree;t ,analysis" j3`mah=`/jajy4 0,mohammad1 ;,s4 "<#bjaf">1 #i - ,s5ti;t ,analysis3 ,detect+ ,val;e1 ,emo;ns1 & ,o!r ,a6ectual ,/ates f ,text4 ,9 ;,h4 ;,l4 ,meiselman "<,$4">1 ,emo;n ,m1sure;t "4 ,woodh1d ,publi%+4 0,mohammad1 ;,s4 "<#bjah">1 ,sem,eval-#bjah ,task #a3 ,a6ect 9 ,tweets4 ,9 ,proce$+s ( ,! #abth ,9t]na;nal ,"w%op on ,semantic ,evalua;n "4 ,associa;n = ,computa;nal ,l+ui/ics4 0,zampi]i1 ;,r4 "<#bjai">1 ,sem,eval-#bjai ,task #f3 ,id5tify+ & ,categoriz+ ,(f5sive a#ej ;<5`u egj) #ii ,language 9 ,social ,m$ia "<,(f5s,eval">4 ,9 ,proce$+s ( ! #acth ,9t]na;nal ,"w%op on ,semantic ,evalua;n"4 ,associa;n = ,computa;nal ,l+ui/ics4 -----------------------------#ea ^m"x 82^m8o5 #a;0 `ma$ )s .a,s -----------------------------#eb -----------------------------#ec `ma$ )s .a,s .s.a. eo2 .s.a`p3 o+7js"a! ;n`\j3i4 i<[5 .n#a.u 8'`/>aw ex.?,0 ^( `/>az .s.a.rl3`p3 o+7 js"aw irl7,0 ^( `/>aw o+7js"n [7+7j`o mrjr irl7.s.ae&! ^x.n"2^*j] 8'ex;<"2es"o e1"2iud+"2`["o5"2 $a.m i[7w d*.ob eo2 la.n" )s i3mr^\ ^g"o" )s.?"2^o)s.? .]^u ^m; [7+7! mrj<: irl7.s.ae& eo2 `[ ^x.n"2^*j]e&! ^g,? eo2 ;s"oj<: l+7jcz _s! js"a;n`\o1^mhs #bjch c* #abp1 #cao1,$.o"u j3i4 `p3"o.$ o+7 js"a,s .n#b.un ,i"z .s.a.rl3`p3! o+7j1 `p3"o eo2 .n#c.a ;n`\o1"u^mhs #ajo1 ocrn irl7 .s.ae&w o+7! mrjr do1+j3 l7i7j3 ."+"! qiuj<:> j3i4 ie3" irl7 .s.ae&o j3`ma.s.a`p3mrp3jyn i[7"xiys o/.o <30z `]m o+7.$ +;]je* o+7 js" j3i4 8'#d,0 `p3"o.cz irl7.s.ae&w .s.a.rl3`p3 .)^m ,iucz o1^m"! .n#c.7iuj`sc on irj<: .o1`p3! ,t.]j`u. jcz `]m" l.)n o+7. j3i4 .n#e.u 8'o+7. j3i4 8'#d,0 o+7.cz irl7.s.ae&! o+7 j5n o/s,s .s.aq`:a`p3! ;o5jrj.o acr+7w ^*`],0 ^( `/>a cr+7 .m7 o1^m"! ^*`]j1 do1+$ o/cz `]mncz `p3"o.aw jr.o,0 8'#a,0 i7l.cz ;).r.o^* ,iucz `oh ^&$j7":a["u `/>a! %.oj1 ,m sb'cz `]mn ^( `/>a! jr.oj1 ,m o/i4 -----------------------------#ee 8'#b,0 i7l.cz l7ir^7o .]i7j3 o% sb'o ^( `/>a! mr^3jcz `]mn a#ee ^m"x ^m8o5 #a #ajg l7i7j3 `o$3! .]j<: l7ir^7n`n `[ ,o.]! ;y`uj`u" l7ir^7o `[ `o$3o .ociu"x ojr7j.o a! jr.oj1 ,m o/i4 ie3" l7ir^7o e]^raj3 ,o.] `s^mwl"! d+,oj<:/`sc mr^3 lj7w ,]`:al7 ,o.]o ^&$c[7jicz _so e]^rajo q.]iycz `]mncz mrv $8z ;y`u sb'o `/>a! jr.oj1 ,m o/i4 8'#c,0 ^( `/>an irj3 jr.o`p3w jr7lcz l7ir^7n irj3 ,(jr^rl7 ;]`m`p3 jr7ln ]j>7! eo;o.o a! mr^3jcz `]m" `["u qj<: l7ir^7n`n ^1,r7j3 euiz ,(jr"! ^rl7j1 ;rao5o o/i4 ie3" .n#h.u #a j7w l%"u ^( `/>a! ojr7j.o eu'j3 `]mncz ,(jr^rl7;rao5! e*j3i4 .n#aj.u 8'^o+7w ^mi5,0 `/>a ;n`\n ,i"z ^o+7z o+7.$ .)^m ^mi5j3i4 .n#aa.u 8'^g.r7jr`\,0 8'#a,0 ^( `/>an,s ^1,r7jcz euiz ^g.r7z `p3"o. je:" ^g.r7o p3e3jo jr`\iy.o <30cz `]mncz ,u.n`on <4,s j3`ma .s.a`p3mrp3jyn .u.]! ,q;]j1 ,m o/i4 8'#b,0 .n#a j7n ,i"< jr`\iy.o 7 i7l.cz ^( `/>aw ;n`\ eo2 ojr7`v.]n,s <1`n iy3 l7ir^7n `v3j3 .]^u" ^( `/>aw cr+7!" l7ir^7w ,se*n wj3 ,[7ca sb'o .n#c.aw cr+7! ^u;m7j`sc" o `/>an,s .]j.o aw cr+7`v ^r;oiy`sc mr^3j.o <30cz ^s5mr crn,s %j+ji4 .n#ad.u 8'`/>aw jr,? eo2 ^uv3,0 ^( `/>a,sn,s e],oiys o/.o a j+":a ^1,r7o1,0 ^( `/>aw j+":az `/>a ;n`\o1"u^mhs ^1,r7j3i4 #bjbb c* _-p1 _-o1 `p3"o."1 _- ,]e]"1 _- 8'q,0 .meqi[7"x^)ju8'<4."oe3,0"1 _- o+7."1 _- ,]e]"1 `ma"ob`masp3.7 _- 8'q,0 .m,u"1 ,s&h[a^\,o $7,s`m `[5c7jv"u #aed -----------------------------#ef -----------------------------#eg ^m"x 82^m8o5 #b;0 $5.]"2`=`:a,] ^g,? .o;o5 -----------------------------#eh -----------------------------#ei #bjbb e1em7;o $5.] ^g,? eo2 *`m"1 $5.] eo2 `=`:a,] ^g,? .o;o5 #a4 $5.] ^g,? #a,0 $5.] ^g,? `r+ ^( lsbn,s .]wjcz $5.] ^g,?8'0,emo;nal analysis,0o"<3 hna,[h[$ crdujcz .],s"! d<7j3 $5.] %j]["u ^g"%jcz _soi4 ocz hna,[h[w .m`v3,]! ,n^gjvj3 $5.] %j]["u ^g"%j5["u,,s `[7.] ,iucz ^m.] `[a,]e3! ^g,?j3 $5,] ^g,?^ui .]`+jviy3 ^g,?o"< j1 ,m o/i4 /f)ir ,8p3ji) irjan jb`:a jr,s c1<$1 _s $8<4 .!`sg ja`+ ,r7jv1o iy1 `s>0'"7j3 )s d+j*! h=jr chc3i4 m"ocz $5.]! d+j*j1 ,ir ,8`o,^[i0' ,iucz ,8,!d[i0'v $8z e],o.? $5.] sjmr"! l+7j<: .,qw $5.]! .oa.sb .?["u chcr1 ,m o/i4 j.oe3 ,8fu'^7`mr"! ,`mri0' ,iucz ,8dt,.? ,imri0' i[7w `v3+7 d+j*! l+7j`sc ,8eg! fv7 i9i0' i[7w jr7i= e+l"! h=jr,siu $5.]! $3.sb .?["u .)i1j`oiu j3i4 ,iuj3 ,8`[cz d["u.nah["! j&"%7jo jrcr/i0'" ,8`>rcz j7l7 .o.s^gj`n e?s0' i[7w eg.7;s"s5 .m`v3.? d]$"! j5["u,,s le&oc qe&n irj3 $5.]! i["scr`oiu j3i4 ,iregn $5.] ^g,? irl7 hna,[h[cz i3,gjo $5.] sjmr"! duj5jcz `!,^g j3i4 ,i"<,s $5.] ^g,? .asb n,scz .asb.$ .oa.sb hna,[h["! o1a`u d+e*.?["u i["sc.o <30cz jv.7j3 $5.] d+j* ,mi3! l+7j3 h[mrhs `n,o`! /,ocz <"rv $8i4 "8d+ #a01 $5.] d+j* %j] /,o8'h[mrhs `n,o`!,0 =gggggggggggggggggggggggggggggg= h[mrhs `n,o`! /,o """""""""""""""""""""""""""""""" %j]"1 e],o.? $5.] sjmr l+7 v c .q,. i["7w o1l7 irjv"! cx[5j<: ?>7`m i3mr"u .)lj3 ."+oi4 ^( lsbn,scz jri7 ."+n,s $5.]o i["sc3 #es.t ol7w i5jv"! ,)^\j<: $5.] ^g,? irl7 eg,s"! `m,]j<:/i4 $5.] ^g,? .asbn,scz o1l7 irjv i5jveg ;= #a e3 `)w $5.] d+.o ^m;7j3 l"<5i!o .nj3 sb'o .,qw w`*`v ,r7$a! .<%"uo .m`u^9cz er;no5z e&"( `rqw $5.],$.oiu .n.r sb'o d+;&j1 ,m o/cz ;<7`mw :aj1! j3i4 o ,iregn jv.8'.a,].,0$ ,r7,]j3 hna,[h[n,s $5.]o i5`q d+j*! du;7j3 *`m.7! `u":j<: #h$.o `o^( $5.]8'`o,^[5" `oir" ,q"y" cu1"<5" j:5u" `=du" ^gcu" ,!d[5,0e3! $5.] d+.o"u jv1+7j`u. j3i4 o,ir $5.]w ,m"n^fmrn,s l7.] jcz $a ,[dnah["s5 cr $5.]z jri7 `o^( $5.] d+.on duj5jiu"x j3i4 e3o1 #h$.o `o^( $5.] ,[dnah["s5 n,s ^s'sc s,isj3 d+.o"uiu .]wiy1 ,m sb'! `]m ,8`oh0' d+.o"u hr`o7 jiu"x j3i4 $a $5.] ^g,? d+.on irj3 ,n^m ,te]z <"rv $8i4 a#fa ^m"x ^m8o5 #b #aag "8d+ #b01 $5.] ^g,? d+.o =gggggggggggggggggggggggggggggg= $5.] ^g,? d+.o 8'i=o1 ,[dna h["s5 $5.],0"1 ,te] """""""""""""""""""""""""""""""" `o,^[5 8'd](" jv7ju1 duj5,0"1 s,i) e3.x$5n wjr c[,`ocz .!`sb`u j[7`:g $5.]4 `oir 8'`]`/" `v3,o5 duj5,0"1 <4["u o/! o1oc l7jv7! eo"o .o5.aj54 ,iucz `[") cr+74 ,q"y 8',m+7" $5h3_/.(`] duj5,0"1 `m9`n eo9`u w.oj54 cu1"<5 8'cu1"au"[5" ibibj5 ,!d[5"1 ,m,o5" ^oh3" <3h,$m5" ,xl7j5" *eq" ;[azj5" ^&,l7j5" <,mrm5" js.)j5" jsemj5" jsh1j5" ^o;<5j5" ,sgj5" ,s"sm5" y"um5" ,,!,,!j5" m&j5" .v.t" .te7" jmjy" eo<3j5" ,o1e7" ,m;o,o5" ^m,`["sm5" eqe7j5" ;<7doj5 `oh"1 #h$.o d+.on ,xj.o <30cz `oh $5.] =777777777777777777777777777777= -----------------------------#fc "8d+ #d01 ^xjb $5.] ^g"%d+ =gggggggggggggggggggggggggggggg= ^xjb $5.]"1 ,te] eo2 /,o """""""""""""""""""""""""""""""" `:a":_/l"<7_/$5l8'`ue7jcz irl7 8'0t>get,0! `u":j<: ,8`=`:a irl7 ^s5.m0'"! hr`o7j3i4 `=`:a,]o h[a.] qe&! j>7j`u o/! `]m ,8`rq0' d+.o"!" h[a.] .obi3! j>7j1 ,ircz ,8.obi30' d+.o"! ^m;7,nj]" `o"o^uo" 0kim#aihh i[7 .obi3"1 h[a.] i3;n eo2 `rqo get,0"1 irl - `=`:a irl7 ^s5.m"1 `oh 7 `m^g #b - h[mrhs ^(eg ,-;t`p3-' .q,. `r,,["n`o `no5 ,-j" ^r1"),[dr;o jr"< .q,. 0`a,,tekk54 - `=`:a irl78'0t>get,0"1 ;t`p3" j"`m .sb,[bcoi4 ,-,,["n`oho5-'n isol7 $5.],ueu j`u,o4.o <30cn+ 0https"1_/_/t4, co_/#a,tsw,b,c#f,o,hu4 - `=`:a irl78'0t>get,0"1 ,,["n`oho5 - `=`:a irl7 ^s5.m"1 .obi3 =777777777777777777777777777777= b#fd ^m"x ^m8o5 #b #abe -----------------------------#fe "8`ojya"2*`m01 `ma"ob`masp3 $7eo] )s.]^u`v.7 `ma"ob`masp3 o^u"