'RISK': ['hardware1' 'hardware2' 'hardware3' 'hardware4' 'hardware5' 'hardware6' 'hardware7'
 'hardware8' 'hardware9' 'hardware10' 'theater1' 'theater2' 'theater3' 'theater4'
 'theater5' 'theater6' 'theater7' 'theater8' 'theater9' 'theater10' 'telecom1'
 'telecom2' 'telecom3' 'telecom4' 'telecom5' 'telecom6' 'telecom7' 'telecom8'
 'telecom9' 'telecom10' 'software1' 'software2' 'software3' 'software4' 'software5'
 'software6' 'software7' 'software8' 'software9' 'software10' 'electronics1'
 'electronics2' 'electronics3' 'electronics4' 'electronics5' 'electronics6'
 'electronics7' 'electronics8' 'electronics9' 'electronics10']
'RET': [('treasury1') 5,29 ('treasury2') 2,8 ('treasury3') 3,59 ('treasury4') 6,97
 ('treasury5') 3,3 ('treasury6') 3,02 ('treasury7') 2,98 ('treasury8') 3,41
 ('treasury9') 3,93 ('treasury10') 3,86 ('hardware1') 11,36 ('hardware2') 17,23
 ('hardware3') 16,31 ('hardware4') 21,1 ('hardware5') 13,76 ('hardware6') 9,31
 ('hardware7') 16,99 ('hardware8') 24,85 ('hardware9') 18,52 ('hardware10') 12,79
 ('theater1') 36,1 ('theater2') 19,4 ('theater3') 23,5 ('theater4') 34,61 ('theater5') 16,91
 ('theater6') 27,04 ('theater7') 25,82 ('theater8') 24,99 ('theater9') 36,89
 ('theater10') 31,71 ('telecom1') 10,89 ('telecom2') 17,98 ('telecom3') 12,31
 ('telecom4') 6,53 ('telecom5') 6,11 ('telecom6') 15,89 ('telecom7') 12,46
 ('telecom8') 11,11 ('telecom9') 16,6 ('telecom10') 13,93 ('brewery1') 8,79
 ('brewery2') 9,35 ('brewery3') 8,88 ('brewery4') 11,63 ('brewery5') 6,21 ('brewery6') 9,26
 ('brewery7') 4,77 ('brewery8') 5,98 ('brewery9') 10,92 ('brewery10') 5,26
 ('highways1') 5,39 ('highways2') 4,85 ('highways3') 8,34 ('highways4') 8,48
 ('highways5') 6,42 ('highways6') 11,04 ('highways7') 13,15 ('highways8') 10,01
 ('highways9') 7,71 ('highways10') 11,07 ('cars1') 5,74 ('cars2') 7,13 ('cars3') 8,75
 ('cars4') 5,08 ('cars5') 6,23 ('cars6') 8,19 ('cars7') 8,03 ('cars8') 5,96
 ('cars9') 4,17 ('cars10') 8,11 ('bank1') 6,79 ('bank2') 3,01 ('bank3') 4,92
 ('bank4') 4,14 ('bank5') 8,98 ('bank6') 8,81 ('bank7') 4,7 ('bank8') 8,06
 ('bank9') 6,22 ('bank10') 4,47 ('software1') 34,59 ('software2') 44,94 ('software3') 43,05
 ('software4') 15,58 ('software5') 42,05 ('software6') 20,66 ('software7') 20,76
 ('software8') 19,85 ('software9') 20,05 ('software10') 45,38 ('electronics1') 23,07
 ('electronics2') 19,1 ('electronics3') 23,83 ('electronics4') 16,54 ('electronics5') 28,33
 ('electronics6') 25,88 ('electronics7') 22,14 ('electronics8') 22,65 ('electronics9') 12,59
 ('electronics10') 28,1]
'LOC': [('EU') ['treasury1' 'treasury10' 'hardware7' 'hardware9' 'theater8' 'theater10' 'telecom3'
 'telecom9' 'telecom10' 'brewery1' 'brewery4' 'brewery6' 'brewery7' 'brewery8'
 'highways2' 'highways5' 'highways7' 'highways10' 'cars4' 'cars7' 'cars8' 'cars9'
 'cars10' 'bank1' 'bank3' 'bank5' 'bank6' 'bank7' 'bank10' 'software3' 'software4'
 'software5' 'software6' 'electronics2'] ('NA') ['treasury2' 'treasury6' 'treasury7' 'treasury8' 'hardware4' 'hardware6' 'theater1'
 'theater3' 'theater7' 'theater9' 'telecom2' 'telecom4' 'telecom8' 'highways3'
 'highways4' 'cars5' 'cars6' 'bank2' 'bank4' 'bank8' 'bank9' 'software1' 'software2'
 'software9' 'electronics3' 'electronics5' 'electronics6' 'electronics8' 'electronics9'
 'electronics10']
 ('APAC') ['treasury4' 'treasury5' 'treasury9' 'hardware1' 'hardware2' 'hardware5' 'hardware8'
 'hardware10' 'theater2' 'theater4' 'telecom1' 'telecom5' 'telecom6' 'telecom7'
 'brewery9' 'brewery10' 'highways8' 'cars1' 'cars2' 'software7' 'software8'
 'software10' 'electronics1' 'electronics4' 'electronics7']]
'DEV': [('treasury1') 0,12 ('treasury2') 0,13 ('treasury3') 0,08 ('treasury4') 0,13
 ('treasury5') 0,08 ('treasury6') 0,12 ('treasury7') 0,11 ('treasury8') 0,07
 ('treasury9') 0,12 ('treasury10') 0,1 ('hardware1') 24,79 ('hardware2') 22,69
 ('hardware3') 20,02 ('hardware4') 23,35 ('hardware5') 22,78 ('hardware6') 20,95
 ('hardware7') 19,03 ('hardware8') 18,79 ('hardware9') 16,6 ('hardware10') 15,47
 ('theater1') 26,75 ('theater2') 30,09 ('theater3') 19,66 ('theater4') 22,56
 ('theater5') 19,89 ('theater6') 21,51 ('theater7') 33,1 ('theater8') 23,98
 ('theater9') 21,48 ('theater10') 25,69 ('telecom1') 22,51 ('telecom2') 19,06
 ('telecom3') 16,57 ('telecom4') 21,93 ('telecom5') 22,72 ('telecom6') 18,26
 ('telecom7') 17,99 ('telecom8') 21,28 ('telecom9') 27,3 ('telecom10') 24,53
 ('brewery1') 5,22 ('brewery2') 4,65 ('brewery3') 3,11 ('brewery4') 3,8 ('brewery5') 3,85
 ('brewery6') 4,55 ('brewery7') 4,57 ('brewery8') 5,03 ('brewery9') 3,72 ('brewery10') 3,28
 ('highways1') 2,45 ('highways2') 3,39 ('highways3') 3,47 ('highways4') 4,33
 ('highways5') 3,88 ('highways6') 2,99 ('highways7') 4,1 ('highways8') 4,3
 ('highways9') 4,43 ('highways10') 3,6 ('cars1') 3,68 ('cars2') 5,87 ('cars3') 3,34
 ('cars4') 4,71 ('cars5') 5,25 ('cars6') 6,23 ('cars7') 3,49 ('cars8') 4,67
 ('cars9') 3,99 ('cars10') 4,46 ('bank1') 1,64 ('bank2') 1,75 ('bank3') 1,96
 ('bank4') 1,46 ('bank5') 1,16 ('bank6') 1,51 ('bank7') 1,5 ('bank8') 1,61
 ('bank9') 1,89 ('bank10') 1,54 ('software1') 17,94 ('software2') 27,34 ('software3') 22,53
 ('software4') 20,89 ('software5') 32,45 ('software6') 19,91 ('software7') 31,74
 ('software8') 30,87 ('software9') 31,67 ('software10') 21,75 ('electronics1') 16,81
 ('electronics2') 15,84 ('electronics3') 21,22 ('electronics4') 15,36 ('electronics5') 12,47
 ('electronics6') 11,17 ('electronics7') 16,87 ('electronics8') 11,85 ('electronics9') 15,23
 ('electronics10') 19,28]
'SEC': [('bonds') ['treasury1' 'treasury2' 'treasury3' 'treasury4' 'treasury5' 'treasury6' 'treasury7'
 'treasury8' 'treasury9' 'treasury10'] ('technology') ['hardware1' 'hardware2' 'hardware3' 'hardware4' 'hardware5' 'hardware6' 'hardware7'
 'hardware8' 'hardware9' 'hardware10' 'software1' 'software2' 'software3' 'software4'
 'software5' 'software6' 'software7' 'software8' 'software9' 'software10' 'electronics1'
 'electronics2' 'electronics3' 'electronics4' 'electronics5' 'electronics6'
 'electronics7' 'electronics8' 'electronics9' 'electronics10']
 ('entertainment') ['theater1' 'theater2' 'theater3' 'theater4' 'theater5' 'theater6' 'theater7'
 'theater8' 'theater9' 'theater10'] ('telecom') ['telecom1' 'telecom2' 'telecom3' 'telecom4' 'telecom5' 'telecom6' 'telecom7'
 'telecom8' 'telecom9' 'telecom10']
 ('food') ['brewery1' 'brewery2' 'brewery3' 'brewery4' 'brewery5' 'brewery6' 'brewery7'
 'brewery8' 'brewery9' 'brewery10'] ('construction') ['highways1' 'highways2' 'highways3' 'highways4' 'highways5' 'highways6' 'highways7'
 'highways8' 'highways9' 'highways10']
 ('manufacturing') ['cars1' 'cars2' 'cars3' 'cars4' 'cars5' 'cars6' 'cars7' 'cars8' 'cars9' 'cars10']
 ('finance') ['bank1' 'bank2' 'bank3' 'bank4' 'bank5' 'bank6' 'bank7' 'bank8' 'bank9' 'bank10']]
'LOCTAB': [('EU' 'treasury1') 1 ('EU' 'treasury10') 1 ('EU' 'hardware7') 1 ('EU' 'hardware9') 1
 ('EU' 'theater8') 1 ('EU' 'theater10') 1 ('EU' 'telecom3') 1 ('EU' 'telecom9') 1
 ('EU' 'telecom10') 1 ('EU' 'brewery1') 1 ('EU' 'brewery4') 1 ('EU' 'brewery6') 1
 ('EU' 'brewery7') 1 ('EU' 'brewery8') 1 ('EU' 'highways2') 1 ('EU' 'highways5') 1
 ('EU' 'highways7') 1 ('EU' 'highways10') 1 ('EU' 'cars4') 1 ('EU' 'cars7') 1
 ('EU' 'cars8') 1 ('EU' 'cars9') 1 ('EU' 'cars10') 1 ('EU' 'bank1') 1 ('EU'
 'bank3') 1 ('EU' 'bank5') 1 ('EU' 'bank6') 1 ('EU' 'bank7') 1 ('EU' 'bank10') 1
 ('EU' 'software3') 1 ('EU' 'software4') 1 ('EU' 'software5') 1 ('EU' 'software6') 1
 ('EU' 'electronics2') 1 ('NA' 'treasury2') 1 ('NA' 'treasury6') 1 ('NA' 'treasury7') 1
 ('NA' 'treasury8') 1 ('NA' 'hardware4') 1 ('NA' 'hardware6') 1 ('NA' 'theater1') 1
 ('NA' 'theater3') 1 ('NA' 'theater7') 1 ('NA' 'theater9') 1 ('NA' 'telecom2') 1
 ('NA' 'telecom4') 1 ('NA' 'telecom8') 1 ('NA' 'highways3') 1 ('NA' 'highways4') 1
 ('NA' 'cars5') 1 ('NA' 'cars6') 1 ('NA' 'bank2') 1 ('NA' 'bank4') 1 ('NA'
 'bank8') 1 ('NA' 'bank9') 1 ('NA' 'software1') 1 ('NA' 'software2') 1 ('NA'
 'software9') 1 ('NA' 'electronics3') 1 ('NA' 'electronics5') 1 ('NA' 'electronics6') 1
 ('NA' 'electronics8') 1 ('NA' 'electronics9') 1 ('NA' 'electronics10') 1 ('APAC'
 'treasury4') 1 ('APAC' 'treasury5') 1 ('APAC' 'treasury9') 1 ('APAC' 'hardware1') 1
 ('APAC' 'hardware2') 1 ('APAC' 'hardware5') 1 ('APAC' 'hardware8') 1 ('APAC'
 'hardware10') 1 ('APAC' 'theater2') 1 ('APAC' 'theater4') 1 ('APAC' 'telecom1') 1
 ('APAC' 'telecom5') 1 ('APAC' 'telecom6') 1 ('APAC' 'telecom7') 1 ('APAC'
 'brewery9') 1 ('APAC' 'brewery10') 1 ('APAC' 'highways8') 1 ('APAC' 'cars1') 1
 ('APAC' 'cars2') 1 ('APAC' 'software7') 1 ('APAC' 'software8') 1 ('APAC' 'software10') 1
 ('APAC' 'electronics1') 1 ('APAC' 'electronics4') 1 ('APAC' 'electronics7') 1]
'SECTAB': [('bonds' 'treasury1') 1 ('bonds' 'treasury10') 1 ('bonds' 'treasury2') 1 ('bonds'
 'treasury6') 1 ('bonds' 'treasury7') 1 ('bonds' 'treasury8') 1 ('bonds' 'treasury4') 1
 ('bonds' 'treasury5') 1 ('bonds' 'treasury9') 1 ('bonds' 'treasury3') 1 ('technology'
 'hardware7') 1 ('technology' 'hardware9') 1 ('technology' 'software3') 1 ('technology'
 'software4') 1 ('technology' 'software5') 1 ('technology' 'software6') 1 ('technology'
 'electronics2') 1 ('technology' 'hardware4') 1 ('technology' 'hardware6') 1
 ('technology' 'software1') 1 ('technology' 'software2') 1 ('technology' 'software9') 1
 ('technology' 'electronics3') 1 ('technology' 'electronics5') 1 ('technology'
 'electronics6') 1 ('technology' 'electronics8') 1 ('technology' 'electronics9') 1
 ('technology' 'electronics10') 1 ('technology' 'hardware1') 1 ('technology'
 'hardware2') 1 ('technology' 'hardware5') 1 ('technology' 'hardware8') 1 ('technology'
 'hardware10') 1 ('technology' 'software7') 1 ('technology' 'software8') 1
 ('technology' 'software10') 1 ('technology' 'electronics1') 1 ('technology'
 'electronics4') 1 ('technology' 'electronics7') 1 ('technology' 'hardware3') 1
 ('entertainment' 'theater8') 1 ('entertainment' 'theater10') 1 ('entertainment'
 'theater1') 1 ('entertainment' 'theater3') 1 ('entertainment' 'theater7') 1
 ('entertainment' 'theater9') 1 ('entertainment' 'theater2') 1 ('entertainment'
 'theater4') 1 ('entertainment' 'theater5') 1 ('entertainment' 'theater6') 1
 ('telecom' 'telecom3') 1 ('telecom' 'telecom9') 1 ('telecom' 'telecom10') 1
 ('telecom' 'telecom2') 1 ('telecom' 'telecom4') 1 ('telecom' 'telecom8') 1
 ('telecom' 'telecom1') 1 ('telecom' 'telecom5') 1 ('telecom' 'telecom6') 1
 ('telecom' 'telecom7') 1 ('food' 'brewery1') 1 ('food' 'brewery4') 1 ('food'
 'brewery6') 1 ('food' 'brewery7') 1 ('food' 'brewery8') 1 ('food' 'brewery9') 1
 ('food' 'brewery10') 1 ('food' 'brewery2') 1 ('food' 'brewery3') 1 ('food'
 'brewery5') 1 ('construction' 'highways2') 1 ('construction' 'highways5') 1
 ('construction' 'highways7') 1 ('construction' 'highways10') 1 ('construction'
 'highways3') 1 ('construction' 'highways4') 1 ('construction' 'highways8') 1
 ('construction' 'highways1') 1 ('construction' 'highways6') 1 ('construction'
 'highways9') 1 ('manufacturing' 'cars4') 1 ('manufacturing' 'cars7') 1 ('manufacturing'
 'cars8') 1 ('manufacturing' 'cars9') 1 ('manufacturing' 'cars10') 1 ('manufacturing'
 'cars5') 1 ('manufacturing' 'cars6') 1 ('manufacturing' 'cars1') 1 ('manufacturing'
 'cars2') 1 ('manufacturing' 'cars3') 1 ('finance' 'bank1') 1 ('finance' 'bank3') 1
 ('finance' 'bank5') 1 ('finance' 'bank6') 1 ('finance' 'bank7') 1 ('finance'
 'bank10') 1 ('finance' 'bank2') 1 ('finance' 'bank4') 1 ('finance' 'bank8') 1
 ('finance' 'bank9') 1]