bernard-ng/drc-ners-nlp
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

feat: statistics tests

Browse Source
This commit is contained in:
bernard-ng
2025-09-28 17:16:02 +02:00
parent ef4ec70fcc
commit 9039e9a4cf
20 changed files with 33006 additions and 1140 deletions
Download Patch File Download Diff File Expand all files Collapse all files
assets/names_transition_probs.csv
+29
View File
@@ -0,0 +1,29 @@
,^,a,b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w,x,y,z,$
^,0.0,0.03240135083510582,0.09260231861008805,0.008075675043119726,0.017857766912447937,0.02028878683448995,0.008457996285223429,0.0056965765224603,0.0036982016623235744,0.026885400880147632,0.0030749451480349046,0.18878761331096985,0.060296922518691204,0.26743305983402327,0.1199608033359101,0.014603892627340732,0.012508764232704531,9.485640637203402e-06,0.005467323565586415,0.032579081785992364,0.042149993340081786,0.004793643382647348,0.005066031042208305,0.01062281917633087,8.287454451451392e-06,0.010728658956072298,0.005944601062910965,0.0
a,0.0,0.0009791886146586694,0.048581928219493954,0.0020218103912897157,0.020990537577026614,0.001131268956960644,0.006787613741763863,0.006186016110784558,0.011832275288244888,0.004851088661689449,0.0032179280340603345,0.04386672984621395,0.07634733982374604,0.08293271059721305,0.13517553734169577,0.001808420172771762,0.01144167917930759,6.458327509042543e-06,0.010475318749427155,0.046487395291047624,0.033763074574396215,0.004567187662011127,0.011274824306950683,0.008258962300707514,1.6278524132381206e-05,0.032413284125006325,0.011652857641829295,0.3829322859400618
b,0.0,0.39420804956524974,0.00012606255453160502,2.546718273365758e-07,0.0006208899150465718,0.11658188641534632,1.273359136682879e-06,5.781050480540271e-05,0.0016016311221197252,0.11411997386048364,6.366795683414395e-06,1.4261622330848246e-05,0.0003718208679114007,2.2156448978282096e-05,3.8200774100486376e-05,0.19131406078812782,6.366795683414395e-06,2.546718273365758e-07,0.0013390644681357156,1.884571522290661e-05,9.422857611453305e-06,0.14365426567670633,1.222424771215564e-05,0.02738409757801999,2.546718273365758e-07,0.004381374117498451,1.3242935021501942e-05,0.004095886999054148
c,0.0,0.07019293726020524,3.059582305823609e-05,0.004779067561696477,1.8357493834941653e-05,0.10123545933509158,0.0,7.954913995141383e-05,0.33171991359739567,0.3235936629931282,1.8357493834941653e-05,0.03783479479381475,0.015714014722710057,8.566830456306106e-05,4.283415228153053e-05,0.03822642132896017,2.4476658446588873e-05,0.00897069532067482,0.0032064422565031424,8.566830456306106e-05,0.013223514725769638,0.018045416439747646,6.119164611647218e-06,0.0037694054007746864,1.8357493834941653e-05,0.008328183036451864,1.2238329223294436e-05,0.02073784886887242
d,0.0,0.2424810241211335,1.5959776634059462e-05,5.911028382984986e-07,0.0006726750299836915,0.10030246732235734,9.457645412775978e-06,4.0786095842596404e-05,0.004887238267051987,0.3104158822239417,0.06585713162618893,1.5959776634059462e-05,2.6008524885133942e-05,0.00012176718468949073,7.152344343411834e-05,0.1405991300148426,1.773308514895496e-06,5.911028382984986e-07,0.009874964016614718,9.398535128946128e-05,1.4777570957462466e-05,0.0932293307592775,3.014624475322343e-05,0.00875600634371566,5.911028382984986e-07,0.004086293921157521,0.0022692437962279362,0.016124694325944745
e,0.0,0.006205216662872565,0.028941081239369993,0.0011474697534826386,0.01425752342098435,0.003730367449534814,0.004639925223263839,0.005866185675542982,0.003561493573938398,0.0016397191355402771,0.0038625407716201547,0.05415821120988892,0.10151501424777083,0.09480497248870047,0.17112338854414036,0.0027153276653648665,0.008680322523437667,5.646239001703881e-06,0.03422185458932722,0.03327456967317772,0.03469819184328915,0.002615748541152998,0.002961965650848386,0.005427832211228881,0.00028205530285784386,0.028868963368484594,0.01293322372785744,0.33786118926732095
f,0.0,0.23077320736794152,3.230986452473805e-06,6.46197290494761e-06,3.5540850977211856e-05,0.08830932171901404,0.0015282565920201096,3.877183742968566e-05,0.000132470444551426,0.14398568026804265,6.46197290494761e-06,9.692959357421415e-05,0.0038481048648963015,3.5540850977211856e-05,1.938591871484283e-05,0.08549513251890935,6.46197290494761e-06,6.46197290494761e-06,0.013518447317150399,0.0002003211600533759,0.0005040338865859135,0.3976407336924036,0.0,0.02652962976126241,0.0,0.004814169814185969,6.46197290494761e-06,0.0024587806903325652
g,0.0,0.38404120076639636,0.02137884680216012,5.907040897397653e-06,4.261508075979735e-05,0.09362322277181143,5.485109404726393e-06,4.514666971582492e-05,0.015463789206401714,0.07891806638923264,1.0548287316781523e-05,1.4345670750822873e-05,0.000878039436248894,2.9113272994317006e-05,0.0005134906265809245,0.2519884576420865,7.172835375411436e-06,8.438629853425219e-07,0.0015463789206401712,2.3206232096919352e-05,2.3628163589590613e-05,0.11810284411361265,5.485109404726393e-06,0.020353131343476286,2.5315889560275656e-06,0.002251004513401177,6.750903882740175e-06,0.010718747639820713
h,0.0,0.2614230396902226,4.453049370764763e-05,3.872216844143272e-06,2.5169409486931267e-05,0.09374152952565344,2.5169409486931267e-05,3.484995159728945e-05,2.420135527589545e-05,0.4197734753146176,1.1616650532429817e-05,9.486931268151016e-05,7.454017424975799e-05,0.0002468538238141336,0.0006030977734753146,0.1158296224588577,2.3233301064859633e-05,9.68054211035818e-07,0.002967086156824782,0.00020909970958373668,0.00020716360116166505,0.07815295256534366,1.1616650532429817e-05,0.007239109390125847,0.0,0.0033049370764762828,1.0648596321393998e-05,0.01591674733785092
i,0.0,0.057525431732821986,0.041996980300875106,0.0033912381338324768,0.016022951674192765,0.02875699673928052,0.007807629805802953,0.006448520094153173,0.005039572274652094,0.0003533603548473279,0.0023910036496201273,0.05831058618602033,0.08421986612340406,0.07337456279315632,0.10815890676433847,0.011699700072632914,0.009224952061459374,0.0004542620977921718,0.03307003561382166,0.050486207507906694,0.048087850694833095,0.002131396128804547,0.005388030520530441,0.005741799384458517,9.109752500688338e-05,0.017802008720851855,0.013278383415184936,0.3087466696297192
j,0.0,0.22479395580338848,3.1523973982213474e-05,4.2031965309617963e-05,0.00024168380053030328,0.10204660644420081,1.0507991327404491e-05,2.1015982654808982e-05,0.0002346784729787003,0.42807805335957994,9.457192194664042e-05,8.756659439503743e-05,3.502663775801497e-05,0.0007320567291425129,0.0001260958959288539,0.12674739139115296,2.8021310206411978e-05,0.0,3.502663775801497e-05,1.0507991327404491e-05,7.355593929183144e-05,0.06349628892772954,7.0053275516029945e-06,0.001986010360879449,0.0,0.00035727170513175267,1.0507991327404491e-05,0.05067303684452026
k,0.0,0.5034268610320017,6.895672925910058e-05,5.506050625251378e-06,1.3109644345836613e-05,0.07313660826232712,0.00021106527396796946,4.719471964501181e-06,0.00408968465012719,0.14606084028625171,6.292629286001574e-06,2.9627796221590745e-05,0.0002089677308726356,3.9853318811343305e-05,5.322515604409665e-05,0.12817613908388756,0.00323913092496931,2.8841217560840547e-06,0.0001966446651875492,0.0006470920449104952,2.0975430953338582e-05,0.10610631502055855,3.146314643000787e-06,0.021257812692547902,7.865786607501968e-07,0.01034980201815109,1.0225522589752559e-05,0.0026337275490785753
l,0.0,0.2907864656030218,0.0008378546668440517,4.703067334072724e-05,0.00035917260804733476,0.17203916946407904,0.00028798234223705586,9.696049777780069e-05,0.00010694646266521537,0.11111415343016283,4.831918493910333e-06,0.00016943927518645567,0.0027625688669183344,0.00026962105196019656,7.408941690662511e-05,0.17521728332147365,0.000927728350830784,3.5434068955342444e-06,9.663836987820666e-06,0.00025609168017724765,0.0001262741366408567,0.2173715845181466,0.0004770714192987469,0.010590921082852263,6.442557991880444e-07,0.004126136265899831,2.0938313473611443e-05,0.011915833133882475
m,0.0,0.2455144244761935,0.34861793685557824,2.345028152630318e-05,5.805835829496029e-05,0.02770991169645199,0.00440562708416741,6.392092867653609e-05,1.3805407672743e-05,0.04043547172794345,6.6190310759726715e-06,7.224199631490173e-05,7.98066032588705e-05,0.0006679547931524422,0.00019195190120320746,0.05560269776577443,0.03787277201050043,5.673455207976575e-07,1.7209480797528944e-05,0.0004308043654590213,0.00011952078971470652,0.19084103867348565,0.006140002341245849,0.037190633579328045,5.673455207976575e-07,0.0008513965115436847,0.0001529941754417683,0.00291861447415675
n,0.0,0.06852883077720875,0.00014519177304071664,0.0020409279683942802,0.189448848282653,0.02723591583598238,0.0006794974978305538,0.3949594662038515,0.00015362226308824212,0.04945662681480349,0.007555592524815616,0.040859213064337006,0.003013431831432164,4.027900800484397e-05,0.0018093705084222468,0.014132311483001883,5.18943498481013e-05,1.5924258978659246e-05,0.0002334309022048167,0.0345440266418473,0.03498709572990059,0.011673605896696897,0.0013887827271623645,0.0007604302022867985,0.0,0.03952251203124602,0.06717414469868305,0.009589026724278762
o,0.0,0.002811754741536618,0.022217453078125466,0.0009318958571949934,0.010439299379577709,0.0016556070980166227,0.007270623934115422,0.004762079642666141,0.004112736445620663,0.006897636060238115,0.0017462718427437218,0.0702396992225785,0.08710265314882101,0.10264970585602438,0.195075412409823,0.004091849124683534,0.008484842920460622,2.75437199170934e-06,0.007752409501665248,0.028939268392892802,0.03214650504623902,0.0037128934448241906,0.0025411376933511757,0.007407424409703652,2.2723568931602058e-05,0.045256168071778936,0.005312035917010772,0.33641715881938433
p,0.0,0.2755187546363871,0.00010093905364029487,3.204414401279202e-06,6.408828802558404e-06,0.20437434609918623,0.00369629201187556,3.204414401279202e-06,0.055202446890836816,0.1479045533126435,6.408828802558404e-06,0.0002483421160991382,0.0013074010757219146,6.729270242686325e-05,0.00011055229684413248,0.14242500468645605,0.0011712134636675483,0.0,0.0033470108421361265,0.0001538118912614017,0.0002675686025068134,0.14199881757108593,9.613243203837607e-06,0.012518044858597203,0.0,0.007613688617439385,8.011036003198005e-06,0.0019370685055732778
q,0.0,0.003864734299516908,0.0007246376811594203,0.0,0.0004830917874396135,0.0007246376811594203,0.0,0.0,0.0004830917874396135,0.00024154589371980676,0.0,0.0004830917874396135,0.0004830917874396135,0.0007246376811594203,0.0016908212560386474,0.0007246376811594203,0.0,0.0,0.00024154589371980676,0.001932367149758454,0.0007246376811594203,0.9835748792270531,0.0,0.00024154589371980676,0.0,0.0,0.0,0.0026570048309178746
r,0.0,0.2822393929187961,0.0012267882391033057,0.007813046583785243,0.008807168087886199,0.18842588750970124,0.00023592081521217416,0.004038313540390457,0.03821103686384766,0.19376257905381108,5.694640367190411e-05,0.000777725170147719,0.003924420733046649,0.0033565837364325194,0.004537814852598302,0.0694306823968904,0.0003530677027658055,0.00015294176986168533,0.0043604674811629435,0.0014366764126368952,0.011607304108438968,0.1015468270277394,0.0017295436315209734,0.0317907366098667,3.254080209823092e-06,0.008437829984071277,0.00010738464692416203,0.03162965963948045
s,0.0,0.23379934463089652,3.257301707105292e-05,0.0016072457280488111,4.281025100766955e-05,0.13016736016171107,7.445261044812096e-06,1.2098549197819656e-05,0.244367427355192,0.15211273242011003,1.535585090492495e-05,0.0005100003815696286,0.0002601188077531226,0.0006663508635106826,0.00011400555974868522,0.11456581564230732,0.001241497279222417,9.306576306015119e-06,0.00021265526859244547,0.016044072222754766,0.009141384576583351,0.07100824655726476,6.97993222951134e-06,0.0097877263010361,1.3959864459022679e-06,0.0037649754445984165,8.375918675413608e-06,0.010492699456216746
t,0.0,0.22270715194197135,1.4995917777938228e-05,0.004287166271403895,0.0006853689828879916,0.1378752450721748,7.386878016539942e-05,6.1094479836044635e-06,0.02331143188798605,0.08055140545073841,6.6648523457503235e-06,9.719576337552555e-05,2.221617448583441e-05,6.831473654394081e-05,4.6653966420252264e-05,0.14458064193636178,6.1094479836044635e-06,1.6662130864375809e-06,0.003284661397730618,0.19145788091019666,0.0033663058389660594,0.16493732261773184,8.331065432187904e-06,0.011131414226127331,4.443234897166882e-06,0.0022449444317935675,1.943915267510511e-05,0.009203050280756905
u,0.0,0.052226842718488986,0.03074039814488894,0.0014204842607524314,0.01637797660464469,0.022525374073740573,0.006430721206713545,0.012709093373135088,0.013169096520166011,0.009173231318596861,0.007254770344054158,0.09023383531205176,0.09354867756485294,0.11036573774681681,0.12381315549879986,0.0011981001392515705,0.007636325104666064,1.5917063911104562e-06,0.014746477553756472,0.05062194790299505,0.05958757523086564,0.0004966123940264624,0.005729233461488436,0.007166089559406575,7.64019067733019e-05,0.0306126068603455,0.018867178013714143,0.21327046547861703
v,0.0,0.18540060189078825,2.026568310551328e-05,0.0,1.68880692545944e-05,0.08221449874521645,3.3776138509188797e-06,4.053136621102656e-05,0.00018239114794961952,0.2600120918575863,3.3776138509188797e-06,3.3776138509188797e-06,9.119557397480976e-05,6.755227701837759e-06,4.390898006194544e-05,0.05670675894307707,0.0,3.3776138509188797e-06,0.0005843271962089662,1.013284155275664e-05,1.68880692545944e-05,0.3652484066106658,2.364329695643216e-05,0.011642634944117379,0.0,0.01438187977721259,3.37761385091888e-05,0.02330891318519119
w,0.0,0.5743844833643246,2.79704006032656e-05,0.0,2.0138688434351233e-05,0.2559571359204835,2.237632048261248e-06,1.5663424337828736e-05,0.00014768371518524237,0.09644529772813218,4.475264096522496e-06,2.1257504458481857e-05,3.915856084457184e-05,6.601014542370682e-05,7.94359377132743e-05,0.03731027677270805,1.3425792289567489e-05,5.59408012065312e-06,2.5732768555004354e-05,3.132684867565747e-05,3.692092879631059e-05,0.02981420941103287,7.831712168914368e-06,5.258435313413933e-05,2.237632048261248e-06,0.00013425792289567488,3.4683296748049344e-05,0.005319970194741118
x,0.0,0.2527091460771565,0.0013003901170351106,0.008669267446900737,0.0,0.045947117468573904,0.0,0.0,0.0034677069787602947,0.2492414390983962,0.0,0.0,0.0008669267446900737,0.0,0.00043346337234503684,0.03034243606415258,0.002600780234070221,0.0,0.0,0.002600780234070221,0.007368877329865626,0.014304291287386216,0.0,0.0013003901170351106,0.009102730819245773,0.0039011703511053317,0.0,0.3658430862592111
y,0.0,0.37652174563292656,0.0002512562814070352,0.00022957047140464225,0.0004613843024647045,0.13366460277578368,3.514596793491266e-05,9.496889207944485e-05,8.001316104331179e-05,0.20418461354391002,6.730078966259871e-06,0.0003701543431442929,0.0011328966259870784,0.0010469011725293131,0.0007941493180186647,0.10861898779612347,0.00036940655659248626,7.477865518066523e-07,0.0004120303900454654,0.0007156317300789662,0.0002736898779612347,0.05130638310600622,0.0006640344580043072,0.0017565506101938262,3.7389327590332615e-06,3.0659248624072745e-05,0.00010543790380473797,0.11686856903565446
z,0.0,0.42030782462700017,0.00013905412295474562,5.150152702027615e-06,0.00033475992563179497,0.11766811385957594,3.8626145265207114e-06,1.1587843579562133e-05,0.00012746627937518349,0.2313873481348722,6.308937059983828e-05,0.00010042797768953849,3.090091621216569e-05,9.656536316301779e-05,0.0001660924246403906,0.11382481240568783,3.8626145265207114e-06,0.0,0.0002060061080811046,7.338967600389351e-05,3.3475992563179495e-05,0.09470873311393682,0.00025750763510138075,0.005945851294490882,0.0,0.00251584959494049,0.0002600827114523946,0.011728185240692387
$,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
1 ^ a b c d e f g h i j k l m n o p q r s t u v w x y z $
2 ^ 0.0 0.03240135083510582 0.09260231861008805 0.008075675043119726 0.017857766912447937 0.02028878683448995 0.008457996285223429 0.0056965765224603 0.0036982016623235744 0.026885400880147632 0.0030749451480349046 0.18878761331096985 0.060296922518691204 0.26743305983402327 0.1199608033359101 0.014603892627340732 0.012508764232704531 9.485640637203402e-06 0.005467323565586415 0.032579081785992364 0.042149993340081786 0.004793643382647348 0.005066031042208305 0.01062281917633087 8.287454451451392e-06 0.010728658956072298 0.005944601062910965 0.0
3 a 0.0 0.0009791886146586694 0.048581928219493954 0.0020218103912897157 0.020990537577026614 0.001131268956960644 0.006787613741763863 0.006186016110784558 0.011832275288244888 0.004851088661689449 0.0032179280340603345 0.04386672984621395 0.07634733982374604 0.08293271059721305 0.13517553734169577 0.001808420172771762 0.01144167917930759 6.458327509042543e-06 0.010475318749427155 0.046487395291047624 0.033763074574396215 0.004567187662011127 0.011274824306950683 0.008258962300707514 1.6278524132381206e-05 0.032413284125006325 0.011652857641829295 0.3829322859400618
4 b 0.0 0.39420804956524974 0.00012606255453160502 2.546718273365758e-07 0.0006208899150465718 0.11658188641534632 1.273359136682879e-06 5.781050480540271e-05 0.0016016311221197252 0.11411997386048364 6.366795683414395e-06 1.4261622330848246e-05 0.0003718208679114007 2.2156448978282096e-05 3.8200774100486376e-05 0.19131406078812782 6.366795683414395e-06 2.546718273365758e-07 0.0013390644681357156 1.884571522290661e-05 9.422857611453305e-06 0.14365426567670633 1.222424771215564e-05 0.02738409757801999 2.546718273365758e-07 0.004381374117498451 1.3242935021501942e-05 0.004095886999054148
5 c 0.0 0.07019293726020524 3.059582305823609e-05 0.004779067561696477 1.8357493834941653e-05 0.10123545933509158 0.0 7.954913995141383e-05 0.33171991359739567 0.3235936629931282 1.8357493834941653e-05 0.03783479479381475 0.015714014722710057 8.566830456306106e-05 4.283415228153053e-05 0.03822642132896017 2.4476658446588873e-05 0.00897069532067482 0.0032064422565031424 8.566830456306106e-05 0.013223514725769638 0.018045416439747646 6.119164611647218e-06 0.0037694054007746864 1.8357493834941653e-05 0.008328183036451864 1.2238329223294436e-05 0.02073784886887242
6 d 0.0 0.2424810241211335 1.5959776634059462e-05 5.911028382984986e-07 0.0006726750299836915 0.10030246732235734 9.457645412775978e-06 4.0786095842596404e-05 0.004887238267051987 0.3104158822239417 0.06585713162618893 1.5959776634059462e-05 2.6008524885133942e-05 0.00012176718468949073 7.152344343411834e-05 0.1405991300148426 1.773308514895496e-06 5.911028382984986e-07 0.009874964016614718 9.398535128946128e-05 1.4777570957462466e-05 0.0932293307592775 3.014624475322343e-05 0.00875600634371566 5.911028382984986e-07 0.004086293921157521 0.0022692437962279362 0.016124694325944745
7 e 0.0 0.006205216662872565 0.028941081239369993 0.0011474697534826386 0.01425752342098435 0.003730367449534814 0.004639925223263839 0.005866185675542982 0.003561493573938398 0.0016397191355402771 0.0038625407716201547 0.05415821120988892 0.10151501424777083 0.09480497248870047 0.17112338854414036 0.0027153276653648665 0.008680322523437667 5.646239001703881e-06 0.03422185458932722 0.03327456967317772 0.03469819184328915 0.002615748541152998 0.002961965650848386 0.005427832211228881 0.00028205530285784386 0.028868963368484594 0.01293322372785744 0.33786118926732095
8 f 0.0 0.23077320736794152 3.230986452473805e-06 6.46197290494761e-06 3.5540850977211856e-05 0.08830932171901404 0.0015282565920201096 3.877183742968566e-05 0.000132470444551426 0.14398568026804265 6.46197290494761e-06 9.692959357421415e-05 0.0038481048648963015 3.5540850977211856e-05 1.938591871484283e-05 0.08549513251890935 6.46197290494761e-06 6.46197290494761e-06 0.013518447317150399 0.0002003211600533759 0.0005040338865859135 0.3976407336924036 0.0 0.02652962976126241 0.0 0.004814169814185969 6.46197290494761e-06 0.0024587806903325652
9 g 0.0 0.38404120076639636 0.02137884680216012 5.907040897397653e-06 4.261508075979735e-05 0.09362322277181143 5.485109404726393e-06 4.514666971582492e-05 0.015463789206401714 0.07891806638923264 1.0548287316781523e-05 1.4345670750822873e-05 0.000878039436248894 2.9113272994317006e-05 0.0005134906265809245 0.2519884576420865 7.172835375411436e-06 8.438629853425219e-07 0.0015463789206401712 2.3206232096919352e-05 2.3628163589590613e-05 0.11810284411361265 5.485109404726393e-06 0.020353131343476286 2.5315889560275656e-06 0.002251004513401177 6.750903882740175e-06 0.010718747639820713
10 h 0.0 0.2614230396902226 4.453049370764763e-05 3.872216844143272e-06 2.5169409486931267e-05 0.09374152952565344 2.5169409486931267e-05 3.484995159728945e-05 2.420135527589545e-05 0.4197734753146176 1.1616650532429817e-05 9.486931268151016e-05 7.454017424975799e-05 0.0002468538238141336 0.0006030977734753146 0.1158296224588577 2.3233301064859633e-05 9.68054211035818e-07 0.002967086156824782 0.00020909970958373668 0.00020716360116166505 0.07815295256534366 1.1616650532429817e-05 0.007239109390125847 0.0 0.0033049370764762828 1.0648596321393998e-05 0.01591674733785092
11 i 0.0 0.057525431732821986 0.041996980300875106 0.0033912381338324768 0.016022951674192765 0.02875699673928052 0.007807629805802953 0.006448520094153173 0.005039572274652094 0.0003533603548473279 0.0023910036496201273 0.05831058618602033 0.08421986612340406 0.07337456279315632 0.10815890676433847 0.011699700072632914 0.009224952061459374 0.0004542620977921718 0.03307003561382166 0.050486207507906694 0.048087850694833095 0.002131396128804547 0.005388030520530441 0.005741799384458517 9.109752500688338e-05 0.017802008720851855 0.013278383415184936 0.3087466696297192
12 j 0.0 0.22479395580338848 3.1523973982213474e-05 4.2031965309617963e-05 0.00024168380053030328 0.10204660644420081 1.0507991327404491e-05 2.1015982654808982e-05 0.0002346784729787003 0.42807805335957994 9.457192194664042e-05 8.756659439503743e-05 3.502663775801497e-05 0.0007320567291425129 0.0001260958959288539 0.12674739139115296 2.8021310206411978e-05 0.0 3.502663775801497e-05 1.0507991327404491e-05 7.355593929183144e-05 0.06349628892772954 7.0053275516029945e-06 0.001986010360879449 0.0 0.00035727170513175267 1.0507991327404491e-05 0.05067303684452026
13 k 0.0 0.5034268610320017 6.895672925910058e-05 5.506050625251378e-06 1.3109644345836613e-05 0.07313660826232712 0.00021106527396796946 4.719471964501181e-06 0.00408968465012719 0.14606084028625171 6.292629286001574e-06 2.9627796221590745e-05 0.0002089677308726356 3.9853318811343305e-05 5.322515604409665e-05 0.12817613908388756 0.00323913092496931 2.8841217560840547e-06 0.0001966446651875492 0.0006470920449104952 2.0975430953338582e-05 0.10610631502055855 3.146314643000787e-06 0.021257812692547902 7.865786607501968e-07 0.01034980201815109 1.0225522589752559e-05 0.0026337275490785753
14 l 0.0 0.2907864656030218 0.0008378546668440517 4.703067334072724e-05 0.00035917260804733476 0.17203916946407904 0.00028798234223705586 9.696049777780069e-05 0.00010694646266521537 0.11111415343016283 4.831918493910333e-06 0.00016943927518645567 0.0027625688669183344 0.00026962105196019656 7.408941690662511e-05 0.17521728332147365 0.000927728350830784 3.5434068955342444e-06 9.663836987820666e-06 0.00025609168017724765 0.0001262741366408567 0.2173715845181466 0.0004770714192987469 0.010590921082852263 6.442557991880444e-07 0.004126136265899831 2.0938313473611443e-05 0.011915833133882475
15 m 0.0 0.2455144244761935 0.34861793685557824 2.345028152630318e-05 5.805835829496029e-05 0.02770991169645199 0.00440562708416741 6.392092867653609e-05 1.3805407672743e-05 0.04043547172794345 6.6190310759726715e-06 7.224199631490173e-05 7.98066032588705e-05 0.0006679547931524422 0.00019195190120320746 0.05560269776577443 0.03787277201050043 5.673455207976575e-07 1.7209480797528944e-05 0.0004308043654590213 0.00011952078971470652 0.19084103867348565 0.006140002341245849 0.037190633579328045 5.673455207976575e-07 0.0008513965115436847 0.0001529941754417683 0.00291861447415675
16 n 0.0 0.06852883077720875 0.00014519177304071664 0.0020409279683942802 0.189448848282653 0.02723591583598238 0.0006794974978305538 0.3949594662038515 0.00015362226308824212 0.04945662681480349 0.007555592524815616 0.040859213064337006 0.003013431831432164 4.027900800484397e-05 0.0018093705084222468 0.014132311483001883 5.18943498481013e-05 1.5924258978659246e-05 0.0002334309022048167 0.0345440266418473 0.03498709572990059 0.011673605896696897 0.0013887827271623645 0.0007604302022867985 0.0 0.03952251203124602 0.06717414469868305 0.009589026724278762
17 o 0.0 0.002811754741536618 0.022217453078125466 0.0009318958571949934 0.010439299379577709 0.0016556070980166227 0.007270623934115422 0.004762079642666141 0.004112736445620663 0.006897636060238115 0.0017462718427437218 0.0702396992225785 0.08710265314882101 0.10264970585602438 0.195075412409823 0.004091849124683534 0.008484842920460622 2.75437199170934e-06 0.007752409501665248 0.028939268392892802 0.03214650504623902 0.0037128934448241906 0.0025411376933511757 0.007407424409703652 2.2723568931602058e-05 0.045256168071778936 0.005312035917010772 0.33641715881938433
18 p 0.0 0.2755187546363871 0.00010093905364029487 3.204414401279202e-06 6.408828802558404e-06 0.20437434609918623 0.00369629201187556 3.204414401279202e-06 0.055202446890836816 0.1479045533126435 6.408828802558404e-06 0.0002483421160991382 0.0013074010757219146 6.729270242686325e-05 0.00011055229684413248 0.14242500468645605 0.0011712134636675483 0.0 0.0033470108421361265 0.0001538118912614017 0.0002675686025068134 0.14199881757108593 9.613243203837607e-06 0.012518044858597203 0.0 0.007613688617439385 8.011036003198005e-06 0.0019370685055732778
19 q 0.0 0.003864734299516908 0.0007246376811594203 0.0 0.0004830917874396135 0.0007246376811594203 0.0 0.0 0.0004830917874396135 0.00024154589371980676 0.0 0.0004830917874396135 0.0004830917874396135 0.0007246376811594203 0.0016908212560386474 0.0007246376811594203 0.0 0.0 0.00024154589371980676 0.001932367149758454 0.0007246376811594203 0.9835748792270531 0.0 0.00024154589371980676 0.0 0.0 0.0 0.0026570048309178746
20 r 0.0 0.2822393929187961 0.0012267882391033057 0.007813046583785243 0.008807168087886199 0.18842588750970124 0.00023592081521217416 0.004038313540390457 0.03821103686384766 0.19376257905381108 5.694640367190411e-05 0.000777725170147719 0.003924420733046649 0.0033565837364325194 0.004537814852598302 0.0694306823968904 0.0003530677027658055 0.00015294176986168533 0.0043604674811629435 0.0014366764126368952 0.011607304108438968 0.1015468270277394 0.0017295436315209734 0.0317907366098667 3.254080209823092e-06 0.008437829984071277 0.00010738464692416203 0.03162965963948045
21 s 0.0 0.23379934463089652 3.257301707105292e-05 0.0016072457280488111 4.281025100766955e-05 0.13016736016171107 7.445261044812096e-06 1.2098549197819656e-05 0.244367427355192 0.15211273242011003 1.535585090492495e-05 0.0005100003815696286 0.0002601188077531226 0.0006663508635106826 0.00011400555974868522 0.11456581564230732 0.001241497279222417 9.306576306015119e-06 0.00021265526859244547 0.016044072222754766 0.009141384576583351 0.07100824655726476 6.97993222951134e-06 0.0097877263010361 1.3959864459022679e-06 0.0037649754445984165 8.375918675413608e-06 0.010492699456216746
22 t 0.0 0.22270715194197135 1.4995917777938228e-05 0.004287166271403895 0.0006853689828879916 0.1378752450721748 7.386878016539942e-05 6.1094479836044635e-06 0.02331143188798605 0.08055140545073841 6.6648523457503235e-06 9.719576337552555e-05 2.221617448583441e-05 6.831473654394081e-05 4.6653966420252264e-05 0.14458064193636178 6.1094479836044635e-06 1.6662130864375809e-06 0.003284661397730618 0.19145788091019666 0.0033663058389660594 0.16493732261773184 8.331065432187904e-06 0.011131414226127331 4.443234897166882e-06 0.0022449444317935675 1.943915267510511e-05 0.009203050280756905
23 u 0.0 0.052226842718488986 0.03074039814488894 0.0014204842607524314 0.01637797660464469 0.022525374073740573 0.006430721206713545 0.012709093373135088 0.013169096520166011 0.009173231318596861 0.007254770344054158 0.09023383531205176 0.09354867756485294 0.11036573774681681 0.12381315549879986 0.0011981001392515705 0.007636325104666064 1.5917063911104562e-06 0.014746477553756472 0.05062194790299505 0.05958757523086564 0.0004966123940264624 0.005729233461488436 0.007166089559406575 7.64019067733019e-05 0.0306126068603455 0.018867178013714143 0.21327046547861703
24 v 0.0 0.18540060189078825 2.026568310551328e-05 0.0 1.68880692545944e-05 0.08221449874521645 3.3776138509188797e-06 4.053136621102656e-05 0.00018239114794961952 0.2600120918575863 3.3776138509188797e-06 3.3776138509188797e-06 9.119557397480976e-05 6.755227701837759e-06 4.390898006194544e-05 0.05670675894307707 0.0 3.3776138509188797e-06 0.0005843271962089662 1.013284155275664e-05 1.68880692545944e-05 0.3652484066106658 2.364329695643216e-05 0.011642634944117379 0.0 0.01438187977721259 3.37761385091888e-05 0.02330891318519119
25 w 0.0 0.5743844833643246 2.79704006032656e-05 0.0 2.0138688434351233e-05 0.2559571359204835 2.237632048261248e-06 1.5663424337828736e-05 0.00014768371518524237 0.09644529772813218 4.475264096522496e-06 2.1257504458481857e-05 3.915856084457184e-05 6.601014542370682e-05 7.94359377132743e-05 0.03731027677270805 1.3425792289567489e-05 5.59408012065312e-06 2.5732768555004354e-05 3.132684867565747e-05 3.692092879631059e-05 0.02981420941103287 7.831712168914368e-06 5.258435313413933e-05 2.237632048261248e-06 0.00013425792289567488 3.4683296748049344e-05 0.005319970194741118
26 x 0.0 0.2527091460771565 0.0013003901170351106 0.008669267446900737 0.0 0.045947117468573904 0.0 0.0 0.0034677069787602947 0.2492414390983962 0.0 0.0 0.0008669267446900737 0.0 0.00043346337234503684 0.03034243606415258 0.002600780234070221 0.0 0.0 0.002600780234070221 0.007368877329865626 0.014304291287386216 0.0 0.0013003901170351106 0.009102730819245773 0.0039011703511053317 0.0 0.3658430862592111
27 y 0.0 0.37652174563292656 0.0002512562814070352 0.00022957047140464225 0.0004613843024647045 0.13366460277578368 3.514596793491266e-05 9.496889207944485e-05 8.001316104331179e-05 0.20418461354391002 6.730078966259871e-06 0.0003701543431442929 0.0011328966259870784 0.0010469011725293131 0.0007941493180186647 0.10861898779612347 0.00036940655659248626 7.477865518066523e-07 0.0004120303900454654 0.0007156317300789662 0.0002736898779612347 0.05130638310600622 0.0006640344580043072 0.0017565506101938262 3.7389327590332615e-06 3.0659248624072745e-05 0.00010543790380473797 0.11686856903565446
28 z 0.0 0.42030782462700017 0.00013905412295474562 5.150152702027615e-06 0.00033475992563179497 0.11766811385957594 3.8626145265207114e-06 1.1587843579562133e-05 0.00012746627937518349 0.2313873481348722 6.308937059983828e-05 0.00010042797768953849 3.090091621216569e-05 9.656536316301779e-05 0.0001660924246403906 0.11382481240568783 3.8626145265207114e-06 0.0 0.0002060061080811046 7.338967600389351e-05 3.3475992563179495e-05 0.09470873311393682 0.00025750763510138075 0.005945851294490882 0.0 0.00251584959494049 0.0002600827114523946 0.011728185240692387
29 $ 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0