このサイトでは、複数の小説のデータを Google Natural Language API の
エンティティ感情分析を使って文中に登場する対象物に対しての感情分析を行っています。
つまり、Googleが学習機能をつかって発達させているAIが、それを読み込ませた時点(2022年時点)で
どんなふうに小説中の対象物[対象となる字の綴り]に対して、評価を下すかを示しています。
いわば、GoogleのAIが、文学の中の単語をどう読むかを記録したものです。
現在、長編ではAs I Lay Dying, Light in August, また、フォークナーの代表的短編十数編を対象に感情分析をしてみました。
keyword | frequency | sailence | magnitude | score |
---|---|---|---|---|
men | 259 |
0.0006548794814768149
偏差:0.000003188091352922403 最大値:0.0225279089063406 最小値:0.000011264569366176147 |
0.10656370861189705
偏差:0.04926193833913585 最大値:2.5 最小値:0 |
-0.019691120128373842
偏差:0.010461681070162269 最大値:0.5 最小値:-0.4000000059604645 |
women | 104 |
0.00045542793079151196
偏差:0.0000014482355330950282 最大値:0.011492039076983929 最小値:0.000013472497812472284 |
0 | 0 |
astonishment | 33 |
0.00017061353421674787
偏差:0.0000000446432499801328 最大値:0.0011830019066110253 最小値:0.000017751968698576093 |
0.10000000149011612
偏差:0.013939394264510189 最大値:0.5 最小値:0 |
-0.03636363735704711
偏差:0.02231405012863727 最大値:0.5 最小値:-0.4000000059604645 |
movement | 29 |
0.0002740236711266836
偏差:0.00000008312917804357889 最大値:0.0010920612839981914 最小値:0.00004374216223368421 |
0.037931035304891655
偏差:0.00580261624100376 最大値:0.30000001192092896 最小値:0 |
-0.0172413795672614
偏差:0.004185493584903895 最大値:0.10000000149011612 最小値:-0.20000000298023224 |
garment | 21 |
0.0003309609061207517
偏差:0.00000010810364693929007 最大値:0.0012544301571324468 最小値:0.00000826837003842229 |
0.17142857291868754
偏差:0.040136054208895 最大値:0.699999988079071 最小値:0 |
0.009523809665725344
偏差:0.04657596482306112 最大値:0.5 最小値:-0.4000000059604645 |
excitement | 19 |
0.00008274592657567394
偏差:0.000000008338948723606209 最大値:0.0003432408266235143 最小値:0.00002259218308608979 |
0.13157894932910016
偏差:0.03584487641452092 最大値:0.800000011920929 最小値:0 |
0.13157894932910016
偏差:0.03584487641452092 最大値:0.800000011920929 最小値:0 |
garments | 16 |
0.0003575325432620957
偏差:0.00000017327112553410332 最大値:0.0012884725583717227 最小値:0.000027186253646505065 |
0.0875000013038516
偏差:0.007343750218860806 最大値:0.20000000298023224 最小値:0 |
-0.03125000046566129
偏差:0.010898437824798749 最大値:0.20000000298023224 最小値:-0.20000000298023224 |
cement | 12 |
0.0001918189633821991
偏差:0.00000002137107885331656 最大値:0.0006749494932591915 最小値:0.00011254697892582044 |
0.0416666679084301
偏差:0.007430556097792266 最大値:0.30000001192092896 最小値:0 |
-0.0416666679084301
偏差:0.007430556097792266 最大値:0 最小値:-0.30000001192092896 |
monument | 11 |
0.0019359535778924262
偏差:0.000023010619678833906 最大値:0.017056068405508995 最小値:0.000011824461580545176 |
0.08181818303736774
偏差:0.01603305832906203 最大値:0.4000000059604645 最小値:0 |
0.009090909226374193
偏差:0.01900826502930035 最大値:0.4000000059604645 最小値:-0.20000000298023224 |
judgment | 10 |
0.00021300289718055864
偏差:0.00000007093438454314467 最大値:0.0007364382618106902 最小値:0.000018817552700056694 |
0.05000000074505806
偏差:0.004500000134110452 最大値:0.20000000298023224 最小値:0 |
-0.030000000447034835
偏差:0.0021000000625848773 最大値:0 最小値:-0.10000000149011612 |
instrument | 10 |
0.0030562741529138295
偏差:0.00007280262236599146 最大値:0.02864900976419449 最小値:0.00004513848034548573 |
0.6500000208616257
偏差:2.956500195026401 最大値:5.800000190734863 最小値:0 |
-0.060000001639127734
偏差:0.008400000607967391 最大値:0 最小値:-0.30000001192092896 |
womenfolks | 10 |
0.00009998886789617246
偏差:0.0000000048433685211435305 最大値:0.0002492501516826451 最小値:0.00000844085752760293 |
0.10000000074505806
偏差:0.022000000059604646 最大値:0.5 最小値:0 |
0.019999999552965164
偏差:0.03160000022649765 最大値:0.5 最小値:-0.20000000298023224 |
punishment | 8 |
0.00013571990302807535
偏差:0.000000017805395734899546 最大値:0.00038139618118293583 最小値:0.00001887433245428838 |
0.11250000074505806
偏差:0.02359374998137355 最大値:0.5 最小値:0 |
-0.07500000111758709
偏差:0.004375000130385161 最大値:0 最小値:-0.20000000298023224 |
amazement | 8 |
0.00013283247301387746
偏差:0.000000010879526488997548 最大値:0.0002884432615246624 最小値:0.000014472506336460356 |
0.06250000186264515
偏差:0.009843750735744849 最大値:0.30000001192092896 最小値:0 |
0.03750000149011612
偏差:0.012343750856816785 最大値:0.30000001192092896 最小値:-0.10000000149011612 |
devilment | 7 |
0.00010333309962464097
偏差:0.0000000043467818798299534 最大値:0.00022450102551374584 最小値:0.00002937262979685329 |
0.07142857355730874
偏差:0.01061224570079727 最大値:0.30000001192092896 最小値:0 |
0.014285715562956674
偏差:0.015510205152083437 最大値:0.30000001192092896 最小値:-0.10000000149011612 |
detachment | 7 |
0.0001596584604288052
偏差:0.00000003749117873705274 最大値:0.0006175703019835055 最小値:0.000017466913050157018 |
0.11428571811744145
偏差:0.04122449309242021 最大値:0.6000000238418579 最小値:0 |
0.0714285746216774
偏差:0.04775510571440878 最大値:0.6000000238418579 最小値:-0.10000000149011612 |
gentlemen | 6 |
0.0005471250236344835
偏差:0.00000031119404152724743 最大値:0.0017413021996617317 最小値:0.00007615234062541276 |
0.10000000273187955
偏差:0.013333334227403022 最大値:0.30000001192092896 最小値:0 |
0
偏差:0.003333333432674409 最大値:0.10000000149011612 最小値:-0.10000000149011612 |
payment | 6 |
0.00010505146747163963
偏差:0.0000000009434603586454247 最大値:0.00014910570462234318 最小値:0.00005647608850267716 |
0.06666666766007741
偏差:0.008888889153798424 最大値:0.20000000298023224 最小値:0 |
0
偏差:0.013333333730697635 最大値:0.20000000298023224 最小値:-0.20000000298023224 |
undergarment | 5 |
0.00031952575809555126
偏差:0.00000005980795325008094 最大値:0.0007335057598538697 最小値:0.00008182541932910681 |
0.180000002682209
偏差:0.037600000524520893 最大値:0.5 最小値:0 |
-0.1600000023841858
偏差:0.04240000066757205 最大値:0 最小値:-0.5 |
momentum | 5 |
0.00023731295514153316
偏差:0.00000003297705570352365 最大値:0.0005037118098698556 最小値:0.00008493096538586542 |
0.0800000011920929
偏差:0.009600000286102297 最大値:0.20000000298023224 最小値:0 |
-0.0800000011920929
偏差:0.009600000286102297 最大値:0 最小値:-0.20000000298023224 |
bemusement | 5 |
0.00025478297284280415
偏差:0.00000018377373424587747 最大値:0.0011108507169410586 最小値:0.000015287883798009716 |
0.020000000298023225
偏差:0.0016000000476837164 最大値:0.10000000149011612 最小値:0 |
-0.020000000298023225
偏差:0.0016000000476837164 最大値:0 最小値:-0.10000000149011612 |
bereavement | 4 |
0.0003029346826224355
偏差:0.00000009800033333193892 最大値:0.0008136891992762685 最小値:0.000022716580133419484 |
0.05000000074505806
偏差:0.0075000002235174204 最大値:0.20000000298023224 最小値:0 |
-0.05000000074505806
偏差:0.0075000002235174204 最大値:0 最小値:-0.20000000298023224 |
government | 4 |
0.00016605014570814092
偏差:0.000000006185607944019319 最大値:0.0002636532881297171 最小値:0.00007124072726583108 |
0.02500000037252903
偏差:0.0018750000558793551 最大値:0.10000000149011612 最小値:0 |
-0.02500000037252903
偏差:0.0018750000558793551 最大値:0 最小値:-0.10000000149011612 |
pavement | 4 |
0.00011408875025153975
偏差:0.000000008097489841086862 最大値:0.0002603022730909288 最小値:0.00001513182905910071 |
0 | 0 |
apartment | 4 |
0.00017916812339535682
偏差:0.00000001181302405592619 最大値:0.0003552551206666976 最小値:0.000057703462516656145 |
0.02500000037252903
偏差:0.001875000055879355 最大値:0.10000000149011612 最小値:0 |
0 |
fragment | 3 |
0.00015816164765662202
偏差:0.000000002931820284485334 最大値:0.00022363237803801894 最小値:0.00009103270713239908 |
0.06666666766007741
偏差:0.008888889153798424 最大値:0.20000000298023224 最小値:0 |
-0.033333333830038704
偏差:0.002222222288449606 最大値:0 最小値:-0.10000000149011612 |
equipment | 3 |
0.00012775232607964426
偏差:0.0000000014634540533792723 最大値:0.0001548027794342488 最小値:0.00007365141937043518 |
0.06666666766007741
偏差:0.002222222288449606 最大値:0.10000000149011612 最小値:0 |
0
偏差:0.006666666865348818 最大値:0.10000000149011612 最小値:-0.10000000149011612 |
Frenchmen | 3 |
0.0008724187985838702
偏差:0.0000007814970139568838 最大値:0.0021049692295491695 最小値:0.0000748700404074043 |
0.36666666716337204
偏差:0.20222222195731268 最大値:1 最小値:0 |
-0.1333333378036817
偏差:0.015555556846989555 最大値:0 最小値:-0.30000001192092896 |
policemen | 3 |
0.0005329732036140437
偏差:0.00000015583857677446445 最大値:0.0010908169206231833 最小値:0.0002349292190046981 |
0.06666666766007741
偏差:0.008888889153798424 最大値:0.20000000298023224 最小値:0 |
0 |
movements | 3 |
0.0001329524214573515
偏差:0.000000011574092580083532 最大値:0.00028462320915423334 最小値:0.00004671904753195122 |
0.033333333830038704
偏差:0.002222222288449606 最大値:0.10000000149011612 最小値:0 |
-0.033333333830038704
偏差:0.002222222288449606 最大値:0 最小値:-0.10000000149011612 |
bafflement | 3 |
0.00019333142942438522
偏差:0.0000000050193483296053875 最大値:0.00025173378526233137 最小値:0.00009362566925119609 |
0.10000000149011612 | -0.10000000149011612 |
abasement | 3 |
0.00015135423260896155
偏差:0.00000000016950733336063803 最大値:0.00016976651386357844 最小値:0.0001421042252331972 |
0.06666666766007741
偏差:0.002222222288449606 最大値:0.10000000149011612 最小値:0 |
0
偏差:0.006666666865348818 最大値:0.10000000149011612 最小値:-0.10000000149011612 |
countrymen | 3 |
0.0006860191594266022
偏差:0.00000016016330146744372 最大値:0.001141370041295886 最小値:0.00016724814486224204 |
0.033333333830038704
偏差:0.002222222288449606 最大値:0.10000000149011612 最小値:0 |
0.033333333830038704
偏差:0.002222222288449606 最大値:0.10000000149011612 最小値:0 |
lip movement | 2 |
0.000044287668060860597
偏差:0.000000000014959165744234684 最大値:0.000048155376134673133 最小値:0.00004041995998704806 |
0.10000000149011612
偏差:0.010000000298023226 最大値:0.20000000298023224 最小値:0 |
-0.10000000149011612
偏差:0.010000000298023226 最大値:0 最小値:-0.20000000298023224 |
townsmen | 2 |
0.0007644656870979816
偏差:0.00000005776039852822523 最大値:0.0010047996183857322 最小値:0.000524131755810231 |
0 | 0 |
puzzlement | 2 |
0.00008361272921320051
偏差:0.00000000009934601324099526 最大値:0.00009357997623737901 最小値:0.000073645482189022 |
0.15000000223517418
偏差:0.0025000000745058065 最大値:0.20000000298023224 最小値:0.10000000149011612 |
-0.15000000223517418
偏差:0.0025000000745058065 最大値:-0.10000000149011612 最小値:-0.20000000298023224 |
displacement | 2 |
0.00027592166316026123
偏差:0.00000006187437507669335 最大値:0.0005246672662906349 最小値:0.000027176060029887594 |
0.10000000149011612
偏差:0.010000000298023226 最大値:0.20000000298023224 最小値:0 |
0 |
moments | 2 |
0.0001008499129966367
偏差:0.0000000034700612806910356 最大値:0.0001597571390448138 最小値:0.000041942686948459595 |
0 | 0 |
fulfillment | 2 |
0.000054444282795884646
偏差:0.0000000001015737067751432 最大値:0.00006452266097767279 最小値:0.00004436590461409651 |
0.20000000670552254
偏差:0.01000000104308131 最大値:0.30000001192092896 最小値:0.10000000149011612 |
0.20000000670552254
偏差:0.01000000104308131 最大値:0.30000001192092896 最小値:0.10000000149011612 |
disappointment | 2 |
0.00028593252500286326
偏差:0.000000030389427429765124 最大値:0.00046025816118344665 最小値:0.00011160688882227987 |
0.05000000074505806
偏差:0.0025000000745058065 最大値:0.10000000149011612 最小値:0 |
-0.05000000074505806
偏差:0.0025000000745058065 最大値:0 最小値:-0.10000000149011612 |
element | 2 | 0.00010516827023820952 | 0 | 0 |
nigger women | 2 |
0.00004009821714134887
偏差:0.00000000003950613442504232 最大値:0.00004638360769604333 最小値:0.00003381282658665441 |
0 | 0 |
statement | 2 |
0.0006391688912117388
偏差:0.00000031453655852544923 最大値:0.001200004480779171 最小値:0.00007833330164430663 |
0.10000000149011612
偏差:0.010000000298023226 最大値:0.20000000298023224 最小値:0 |
-0.10000000149011612
偏差:0.010000000298023226 最大値:0 最小値:-0.20000000298023224 |
bank statement | 2 |
0.00031990682327887043
偏差:0.00000005835833232884004 最大値:0.0005614815163426101 最小値:0.00007833213021513075 |
0.10000000149011612
偏差:0.010000000298023226 最大値:0.20000000298023224 最小値:0 |
-0.10000000149011612
偏差:0.010000000298023226 最大値:0 最小値:-0.20000000298023224 |
arrangement | 2 |
0.0008441475220024586
偏差:0.000000048099043435789594 最大値:0.001063462463207543 最小値:0.0006248325807973742 |
0.10000000149011612
偏差:0.010000000298023226 最大値:0.20000000298023224 最小値:0 |
0.05000000074505806
偏差:0.0025000000745058065 最大値:0.10000000149011612 最小値:0 |
moment | 2 |
0.00017533098798594438
偏差:0.000000016069534129511524 最大値:0.0003020966541953385 最小値:0.00004856532177655026 |
0.10000000149011612 | -0.10000000149011612 |
documents | 2 |
0.00035591559935710393
偏差:0.00000007825046062918692 最大値:0.0006356484373100102 最小値:0.00007618276140419766 |
0 | 0 |
menfolks | 2 |
0.0005743046203861013
偏差:0.00000008233730565247154 最大値:0.0008612493984401226 最小値:0.00028735984233208 |
0 | 0 |
freshmen | 2 |
0.000025616267521400005
偏差:4.331092541037031e-17 最大値:0.000025622848625062034 最小値:0.000025609686417737976 |
0.15000000596046448
偏差:0.02250000178813938 最大値:0.30000001192092896 最小値:0 |
-0.15000000596046448
偏差:0.02250000178813938 最大値:0 最小値:-0.30000001192092896 |
fragments | 2 |
0.00017447014397475868
偏差:0.000000008581599839937635 最大値:0.00026710706879384816 最小値:0.00008183321915566921 |
0.15000000223517418
偏差:0.0025000000745058065 最大値:0.20000000298023224 最小値:0.10000000149011612 |
-0.05000000074505806
偏差:0.0025000000745058065 最大値:0 最小値:-0.10000000149011612 |
workmen | 2 |
0.0001234993442267296
偏差:0.000000011840355315355041 最大値:0.00023231274099089205 最小値:0.000014685947462567128 |
0.25
偏差:0.0625 最大値:0.5 最小値:0 |
0.05000000074505806
偏差:0.0025000000745058065 最大値:0.10000000149011612 最小値:0 |
regiment | 2 |
0.0012540997340693139
偏差:0.0000014765019002169847 最大値:0.002469213679432869 最小値:0.00003898578870575875 |
0.05000000074505806
偏差:0.0025000000745058065 最大値:0.10000000149011612 最小値:0 |
0.05000000074505806
偏差:0.0025000000745058065 最大値:0.10000000149011612 最小値:0 |
comment | 2 |
0.00029758397431578487
偏差:0.000000013582152211775195 最大値:0.0004141264653299004 最小値:0.00018104148330166936 |
0.05000000074505806
偏差:0.0025000000745058065 最大値:0.10000000149011612 最小値:0 |
0.05000000074505806
偏差:0.0025000000745058065 最大値:0.10000000149011612 最小値:0 |
chastisement | 2 |
0.00013264371955301613
偏差:0.000000001526209116164428 最大値:0.00017171044601127505 最小値:0.0000935769930947572 |
0 | 0 |
cameramen | 2 |
0.000498472698382102
偏差:0.00000007052589116978162 最大値:0.0007640398107469082 最小値:0.00023290558601729572 |
0.10000000149011612
偏差:0.010000000298023226 最大値:0.20000000298023224 最小値:0 |
0 |
Excrement Father | 1 | 0.0001013031869661063 | 0.10000000149011612 | -0.10000000149011612 |
indorsement | 1 | 0.000048707883252063766 | 0 | 0 |
admonishments | 1 | 0.00018694778555072844 | 0.30000001192092896 | -0.30000001192092896 |
lamentations | 1 | 0.00006560053589055315 | 0 | 0 |
monuments | 1 | 0.00014654207916464657 | 0 | 0 |
overstatement | 1 | 0.00022814782278146595 | 0.6000000238418579 | -0.30000001192092896 |
family men | 1 | 0.00041762099135667086 | 0.4000000059604645 | 0.10000000149011612 |
impediment | 1 | 0.00005113990846439265 | 0.10000000149011612 | 0 |
men downtown | 1 | 0.00013646749721374363 | 0.20000000298023224 | 0.20000000298023224 |
implement | 1 | 0.00005151569712324999 | 0 | 0 |
Gentlemen of the Jury | 1 | 0.0002652595576364547 | 0.10000000149011612 | 0 |
summer encampments | 1 | 0.00005660705573973246 | 0 | 0 |
settlement | 1 | 0.00040644887485541403 | 0 | 0 |
men children | 1 | 0.00014654161350335926 | 0 | 0 |
womangarments | 1 | 0.002043413696810603 | 0 | 0 |
phenomenon | 1 | 0.00002459742609062232 | 0 | 0 |
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bewilderment | 1 | 0.00020524927822407335 | 0 | 0 |
raiment | 1 | 0.000022493208234664053 | 0 | 0 |
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aldermen | 1 | 0.00045654785935766995 | 0 | 0 |
manmovement | 1 | 0.000037476747820619494 | 0 | 0 |
accomplishment | 1 | 0.000012695149962382857 | 0 | 0 |
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apprentice firemen | 1 | 0.00005873397094546817 | 0 | 0 |
chessmen | 1 | 0.000039785219996701926 | 0 | 0 |
complement | 1 | 0.00026316975709050894 | 0 | 0 |
sentiment | 1 | 0.00022997411724645644 | 0 | 0 |
instruments | 1 | 0.00026061804965138435 | 0 | 0 |
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telephone trust advertisements | 1 | 0.0001881564239738509 | 0 | 0 |
arrangements | 1 | 0.00004966271444573067 | 0 | 0 |
law enforcement | 1 | 0.00008984911255538464 | 0 | 0 |
men at work | 1 | 0.0008686143555678427 | 0 | 0 |
divorcement | 1 | 0.0010045624803751707 | 0 | 0 |
environment | 1 | 0.0006302453693933785 | 0 | 0 |
ornaments | 1 | 0.00039248308166861534 | 0 | 0 |
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camping equipment | 1 | 0.002763574244454503 | 0 | 0 |
installment plan | 1 | 0.0005021452088840306 | 0 | 0 |
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enlightenment | 1 | 0.00023397976474370807 | 0 | 0 |
cement aint | 1 | 0.000047117289796005934 | 0 | 0 |
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immensity | 1 | 0.000571583048440516 | 0 | 0 |
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tenement | 1 | 0.00001994990998355206 | 0.10000000149011612 | -0.10000000149011612 |
road-men | 1 | 0.00009606789535610005 | 0.10000000149011612 | -0.10000000149011612 |
parchment skin | 1 | 0.000958616437856108 | 0.10000000149011612 | 0.10000000149011612 |
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china fragments | 1 | 0.000025414194169570692 | 0 | 0 |
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government trouble | 1 | 0.00008282738417619839 | 0 | 0 |
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torture instrument | 1 | 0.00012197886098874733 | 0.10000000149011612 | -0.10000000149011612 |
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adult women | 1 | 0.00024612413835711777 | 0 | 0 |
attainment | 1 | 0.00018694778555072844 | 0.30000001192092896 | -0.30000001192092896 |
annealment | 1 | 0.00006558530731126666 | 0 | 0 |
segment | 1 | 0.0001629895850783214 | 0.10000000149011612 | 0 |
dimension | 1 | 0.00004211686973576434 | 0.10000000149011612 | -0.10000000149011612 |
omen | 1 | 0.00007621018448844552 | 0 | 0 |
human men | 1 | 0.0006773372879251838 | 0.10000000149011612 | -0.10000000149011612 |
dismemberment | 1 | 0.0000741998155717738 | 0.10000000149011612 | -0.10000000149011612 |
fire department | 1 | 0.00003558394018909894 | 0 | 0 |
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womansmelling garments | 1 | 0.0016450606053695083 | 0.10000000149011612 | 0.10000000149011612 |
fundamentalists | 1 | 0.00001994990998355206 | 0.10000000149011612 | -0.10000000149011612 |
parchmentcolored | 1 | 0.00007608343730680645 | 0 | 0 |
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yo devilment fur | 1 | 0.00015101810276973993 | 0 | 0 |
pigmentation | 1 | 0.00007788599759805948 | 0 | 0 |
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excitement downtown | 1 | 0.0000170118310052203 | 0.5 | 0.5 |
relinquishment | 1 | 0.003761865431442857 | 0 | 0 |
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parchment color | 1 | 0.00005830540249007754 | 0.10000000149011612 | -0.10000000149011612 |
bondsmen | 1 | 0.0000844497189973481 | 0 | 0 |
installment | 1 | 0.0017116859089583158 | 0.10000000149011612 | -0.10000000149011612 |
unblemishment | 1 | 0.0002477446396369487 | 0 | 0 |