🤔 Exploring Common Words and SETI¶
Many projects require the use of a list of words. In this project we will answer a few interesting questions about words in the english language making use of a list of the 5000 most common words. This particular list list of words is based on analyzing over 450 million words from magazines, newspapers, works of fiction and academic writing. It is highly representative of the english language. the list we will be using is kindly made available from the Word Frequency data project.
Now you may be wondering about the rest of the title for this section. What do common words and the search for extra terrestrial intelligence have to do with one another? A linguistic relationship called Zipf’s Law appears to be one of the conditions for complex communications. A simple way to describe Zipf’s law is to say that words are not evenly distributed across texts; but rather a few words are very common and a lot of words are very rare. There is a nice straight line plotted on a log-log scale that links the common and the rare words. The slope of this line is approximately -1.
In fact if you study the signal systems for a different samples you will see that human communication follows this law as does the communication for Bottlenose Dolphins, Humpback Whales, and adult Squirrel Monkeys. The darn Chipmunks that torment me in the summer time are close but not quite in the range.
In this lab we will answer the following questions to help us explore Zipf’s Law.
What are the 10 most commonly used words?
How does the frequency of usage of the most common words compare to the least?
What percentage of usage do the top 25 most common words represent?
To see if this set of words follow Zipf’s law we’ll create a plot of the log of frequency versus the log of the rank. Then we will use the Altair package to plot the graph.
Here are some other Fun questions we can explore once we’ve completed the first four.
Which of the words when spelled forward are also on the list when spelled backward? For example ‘pot’ is one of the most common words and when you spell pot backwards you get ‘top’ which is also on the list.
How many new words can be reversed if you you add an ‘s’ on the end? For example adding an ‘s’ to the end of ‘pot’ gives you ‘stop’ when reversed which is definitely on the list.
are nouns more common than verbs in the list?
Reading the data¶
The words from our list are in order from most frequently used to least where the rank order is a function of both frequency and “dispersion”, which measures how evenly the word is spread across the corpus (1 = most evenly distributed; 0 = appears irregularly in few texts). This means that its not the frequency column does not go perfectly from highest to lowest, there may be some cases where the frequency is high but the dispersion is low. For example the word ‘re’ has a frequency of 15,773 but a dispersion of only .47 its primarily used in legal writing not in writing for the general public.
Each word also has a part of speech which will be one of
‘a’ - article
‘v’ - verb
‘c’ - conjunction
‘i’ - preposition
‘t’ - infinitive (to)
‘p’ - pronoun
‘d’ - pronoun
‘x’ - not or n’t
‘r’ - adverb
‘m’ - number
‘n’ - noun
‘e’ - there
‘j’ - adjective
‘u’ - interjection
The data is a CSV file (Comma Separated Values). You can see the columns below.
Rank,Word,Part of speech,Frequency,Dispersion 1,the,a,22038615,0.98 2,be,v,12545825,0.97 3,and,c,10741073,0.99 4,of,i,10343885,0.97 5,a,a,10144200,0.98 6,in,i,6996437,0.98 7,to,t,6332195,0.98 8,have,v,4303955,0.97 9,to,i,3856916,0.99 10,it,p,3872477,0.96 11,I,p,3978265,0.93 12,that,c,3430996,0.97 13,for,i,3281454,0.98 14,you,p,3081151,0.92 15,he,p,2909254,0.94 16,with,i,2683014,0.99 17,on,i,2485306,0.99 18,do,v,2573587,0.95 19,say,v,1915138,0.95 20,this,d,1885366,0.96 21,they,p,1865580,0.96 22,at,i,1767638,0.98 23,but,c,1776767,0.97 24,we,p,1820935,0.94 25,his,a,1801708,0.95 26,from,i,1635914,0.99 27,that,d,1712406,0.94 28,not,x,1638830,0.98 29,n't,x,1619007,0.97 30,by,i,1490548,0.96 31,she,p,1484869,0.91 32,or,c,1379320,0.97 33,as,c,1296879,0.98 34,what,d,1181023,0.94 35,go,v,1151045,0.93 36,their,a,1083029,0.97 37,can,v,1022775,0.98 38,who,p,1018283,0.97 39,get,v,992596,0.94 40,if,c,933542,0.97 41,would,v,925515,0.97 42,her,a,969591,0.91 43,all,d,892102,0.98 44,my,a,919821,0.93 45,make,v,857168,0.98 46,about,i,874406,0.96 47,know,v,892535,0.93 48,will,v,824568,0.97 49,as,i,829018,0.95 50,up,r,795534,0.95 51,one,m,768232,0.98 52,time,n,764657,0.98 53,there,e,784528,0.96 54,year,n,769254,0.96 55,so,r,756550,0.95 56,think,v,772787,0.91 57,when,c,678626,0.98 58,which,d,685982,0.96 59,them,p,677870,0.97 60,some,d,674193,0.98 61,me,p,709623,0.92 62,people,n,691468,0.95 63,take,v,670745,0.97 64,out,r,678603,0.96 65,into,i,668172,0.97 66,just,r,677711,0.94 67,see,v,663645,0.96 68,him,p,677707,0.92 69,your,a,659622,0.94 70,come,v,628254,0.95 71,could,v,617932,0.96 72,now,r,605997,0.94 73,than,c,579757,0.97 74,like,i,568850,0.96 75,other,j,547799,0.97 76,how,r,538893,0.97 77,then,r,543977,0.95 78,its,a,539719,0.96 79,our,a,525107,0.97 80,two,m,511027,0.99 81,more,r,517536,0.97 82,these,d,513864,0.95 83,want,v,514972,0.95 84,way,n,470401,0.98 85,look,v,491707,0.93 86,first,m,463566,0.98 87,also,r,464606,0.96 88,new,j,435993,0.97 89,because,c,438539,0.96 90,day,n,432773,0.97 91,more,d,420170,0.97 92,use,v,420781,0.96 93,no,a,402222,0.98 94,man,n,409760,0.95 95,find,v,395203,0.98 96,here,r,412315,0.93 97,thing,n,400724,0.94 98,give,v,384503,0.98 99,many,d,385348,0.97 100,well,r,411776,0.91 101,only,r,379574,0.98 102,those,d,378007,0.97 103,tell,v,388155,0.94 104,one,p,369553,0.98 105,very,r,391821,0.92 106,her,p,397950,0.89 107,even,r,361067,0.98 108,back,r,367844,0.94 109,any,d,348100,0.98 110,good,j,353973,0.96 111,woman,n,341422,0.98 112,through,i,340921,0.98 113,us,p,351088,0.95 114,life,n,333085,0.98 115,child,n,333849,0.97 116,there,r,333433,0.93 117,work,v,318210,0.98 118,down,r,329409,0.94 119,may,v,324569,0.95 120,after,i,311902,0.98 121,should,v,310265,0.98 122,call,v,308050,0.97 123,world,n,303506,0.97 124,over,i,300349,0.98 125,school,n,304183,0.95 126,still,r,296953,0.97 127,try,v,294023,0.96 128,in,r,285035,0.98 129,as,r,281483,0.98 130,last,m,289843,0.95 131,ask,v,284632,0.96 132,need,v,276744,0.98 133,too,r,280396,0.96 134,feel,v,275214,0.95 135,three,m,266744,0.98 136,when,r,268219,0.97 137,state,n,272193,0.94 138,never,r,262584,0.96 139,become,v,259102,0.97 140,between,i,264158,0.94 141,high,j,255936,0.96 142,really,r,263414,0.91 143,something,p,254910,0.94 144,most,r,246360,0.96 145,another,d,240646,0.98 146,much,d,244507,0.97 147,family,n,243267,0.97 148,own,d,240452,0.98 149,out,i,242443,0.96 150,leave,v,240482,0.96 151,put,v,237480,0.96 152,old,j,236577,0.96 153,while,c,234555,0.97 154,mean,v,242198,0.93 155,on,r,236980,0.95 156,keep,v,231760,0.96 157,student,n,255047,0.88 158,why,r,235442,0.95 159,let,v,240300,0.93 160,great,j,225005,0.97 161,same,d,222836,0.98 162,big,j,227169,0.96 163,group,n,229435,0.93 164,begin,v,218617,0.98 165,seem,v,219627,0.97 166,country,n,223138,0.95 167,help,v,216082,0.98 168,talk,v,229429,0.92 169,where,c,213744,0.98 170,turn,v,221392,0.94 171,problem,n,217728,0.96 172,every,a,212739,0.97 173,start,v,213952,0.96 174,hand,n,225247,0.91 175,might,v,209059,0.98 176,American,j,214968,0.95 177,show,v,208037,0.98 178,part,n,207861,0.98 179,about,r,208550,0.97 180,against,i,204379,0.98 181,place,n,202427,0.98 182,over,r,208260,0.95 183,such,d,207065,0.95 184,again,r,206895,0.94 185,few,d,197266,0.97 186,case,n,200773,0.95 187,most,d,197086,0.96 188,week,n,199268,0.95 189,company,n,203345,0.93 190,where,r,194427,0.96 191,system,n,200175,0.94 192,each,d,196522,0.95 193,right,r,205250,0.9 194,program,n,195985,0.93 195,hear,v,196070,0.93 196,so,c,191893,0.95 197,question,n,192070,0.95 198,during,i,190729,0.95 199,work,n,187533,0.97 200,play,v,188328,0.96 201,government,n,191314,0.94 202,run,v,187325,0.96 203,small,j,185463,0.97 204,number,n,186005,0.96 205,off,r,183854,0.95 206,always,r,179474,0.97 207,move,v,179388,0.97 208,like,v,182341,0.95 209,night,n,184511,0.93 210,live,v,176144,0.98 211,Mr,n,188555,0.91 212,point,n,177481,0.97 213,believe,v,178397,0.96 214,hold,v,177368,0.97 215,today,r,183724,0.93 216,bring,v,174366,0.98 217,happen,v,182714,0.93 218,next,m,176306,0.96 219,without,i,172448,0.98 220,before,i,172769,0.98 221,large,j,175611,0.96 222,all,r,177317,0.93 223,million,m,176895,0.93 224,must,v,171043,0.96 225,home,n,170527,0.96 226,under,i,164766,0.98 227,water,n,167666,0.96 228,room,n,172472,0.92 229,write,v,161824,0.98 230,mother,n,169407,0.93 231,area,n,165812,0.95 232,national,j,166359,0.95 233,money,n,164794,0.95 234,story,n,163582,0.96 235,young,j,160011,0.98 236,fact,n,164401,0.95 237,month,n,162685,0.96 238,different,j,162411,0.96 239,lot,n,169570,0.92 240,right,n,163259,0.95 241,study,n,174069,0.88 242,book,n,154013,0.98 243,eye,n,169150,0.89 244,job,n,154743,0.96 245,word,n,152891,0.97 246,though,c,152182,0.97 247,business,n,154468,0.95 248,issue,n,156417,0.94 249,side,n,152559,0.96 250,kind,n,155032,0.95 251,four,m,150646,0.97 252,head,n,160131,0.91 253,far,r,148621,0.98 254,black,j,150718,0.96 255,long,j,149050,0.97 256,both,d,146338,0.97 257,little,j,149658,0.94 258,house,n,149251,0.94 259,yes,u,157364,0.89 260,after,c,142289,0.98 261,since,c,141264,0.98 262,long,r,142007,0.97 263,provide,v,150879,0.91 264,service,n,146122,0.94 265,around,i,143766,0.96 266,friend,n,142697,0.96 267,important,j,144194,0.95 268,father,n,145051,0.93 269,sit,v,147185,0.92 270,away,r,144713,0.93 271,until,c,140819,0.96 272,power,n,141357,0.95 273,hour,n,138955,0.96 274,game,n,146311,0.92 275,often,r,140731,0.95 276,yet,r,135484,0.98 277,line,n,135986,0.98 278,political,j,144437,0.92 279,end,n,134104,0.98 280,among,i,138192,0.94 281,ever,r,135774,0.96 282,stand,v,140937,0.92 283,bad,j,134910,0.96 284,lose,v,134102,0.97 285,however,r,142282,0.91 286,member,n,134731,0.95 287,pay,v,133133,0.96 288,law,n,133706,0.95 289,meet,v,128737,0.98 290,car,n,133571,0.94 291,city,n,132684,0.95 292,almost,r,127907,0.98 293,include,v,133563,0.93 294,continue,v,126029,0.98 295,set,v,127369,0.97 296,later,r,126495,0.98 297,community,n,133057,0.93 298,much,r,126029,0.98 299,name,n,127139,0.97 300,five,m,125571,0.97 301,once,r,126203,0.97 302,white,j,126760,0.96 303,least,r,123961,0.98 304,president,n,134203,0.9 305,learn,v,124346,0.97 306,real,j,124187,0.97 307,change,v,123183,0.98 308,team,n,131489,0.92 309,minute,n,126660,0.95 310,best,j,124850,0.96 311,several,d,124039,0.97 312,idea,n,122140,0.98 313,kid,n,126428,0.95 314,body,n,125165,0.96 315,information,n,127331,0.94 316,nothing,p,126717,0.94 317,ago,r,125252,0.95 318,right,j,126278,0.94 319,lead,v,122691,0.97 320,social,j,132899,0.89 321,understand,v,121354,0.97 322,whether,c,121921,0.96 323,back,n,125006,0.94 324,watch,v,124976,0.94 325,together,r,119186,0.98 326,follow,v,119425,0.97 327,around,r,122789,0.94 328,parent,n,119610,0.97 329,only,j,117700,0.98 330,stop,v,121481,0.94 331,face,n,127291,0.89 332,anything,p,120292,0.94 333,create,v,119419,0.95 334,public,j,119825,0.95 335,already,r,115220,0.98 336,speak,v,117358,0.96 337,others,n,115771,0.97 338,read,v,114094,0.97 339,level,n,121704,0.91 340,allow,v,114892,0.97 341,add,v,117842,0.94 342,office,n,114791,0.97 343,spend,v,114569,0.97 344,door,n,124993,0.88 345,health,n,117762,0.94 346,person,n,113650,0.97 347,art,n,117851,0.93 348,sure,j,116186,0.94 349,such,i,119125,0.92 350,war,n,117804,0.93 351,history,n,114904,0.95 352,party,n,112962,0.96 353,within,i,114599,0.93 354,grow,v,110020,0.97 355,result,n,116277,0.92 356,open,v,111857,0.94 357,change,n,112426,0.94 358,morning,n,114002,0.92 359,walk,v,113787,0.92 360,reason,n,106863,0.97 361,low,j,108990,0.95 362,win,v,111478,0.93 363,research,n,114802,0.9 364,girl,n,110409,0.93 365,guy,n,110409,0.93 366,early,j,108171,0.95 367,food,n,107728,0.96 368,before,c,107448,0.96 369,moment,n,109720,0.94 370,himself,p,109288,0.94 371,air,n,105932,0.96 372,teacher,n,116100,0.88 373,force,n,108005,0.95 374,offer,v,106473,0.96 375,enough,r,105880,0.96 376,both,r,106361,0.95 377,education,n,113731,0.89 378,across,i,105559,0.96 379,although,c,107925,0.93 380,remember,v,106879,0.94 381,foot,n,107285,0.94 382,second,m,103621,0.97 383,boy,n,107447,0.93 384,maybe,r,108421,0.92 385,toward,i,105984,0.94 386,able,j,103171,0.97 387,age,n,103402,0.96 388,off,i,104122,0.95 389,policy,n,107601,0.92 390,everything,p,103591,0.95 391,love,v,103681,0.95 392,process,n,107341,0.91 393,music,n,102657,0.95 394,including,i,103650,0.94 395,consider,v,101987,0.96 396,appear,v,100671,0.97 397,actually,r,105155,0.92 398,buy,v,101105,0.95 399,probably,r,99754,0.96 400,human,j,101224,0.94 401,wait,v,102463,0.93 402,serve,v,99660,0.95 403,market,n,100435,0.94 404,die,v,98376,0.96 405,send,v,96613,0.97 406,expect,v,95566,0.98 407,home,r,97937,0.95 408,sense,n,95896,0.97 409,build,v,96651,0.96 410,stay,v,96933,0.96 411,fall,v,96908,0.95 412,oh,u,103613,0.89 413,nation,n,97212,0.95 414,plan,n,95824,0.96 415,cut,v,96012,0.95 416,college,n,97038,0.94 417,interest,n,96620,0.95 418,death,n,93222,0.98 419,course,r,96224,0.95 420,someone,p,95608,0.95 421,experience,n,98106,0.93 422,behind,i,95047,0.93 423,reach,v,92375,0.96 424,local,j,92970,0.95 425,kill,v,92660,0.95 426,six,m,90571,0.97 427,remain,v,91319,0.96 428,effect,n,95216,0.92 429,use,n,96564,0.9 430,yeah,u,103389,0.84 431,suggest,v,92643,0.93 432,class,n,91323,0.94 433,control,n,90301,0.94 434,raise,v,87036,0.98 435,care,n,88862,0.96 436,perhaps,r,87060,0.98 437,little,r,88697,0.95 438,late,j,86421,0.98 439,hard,j,86817,0.97 440,field,n,87243,0.96 441,else,r,87876,0.95 442,pass,v,86184,0.97 443,former,d,88930,0.94 444,sell,v,87865,0.95 445,major,j,87487,0.95 446,sometimes,r,84845,0.98 447,require,v,89280,0.93 448,along,i,84926,0.97 449,development,n,91995,0.9 450,themselves,p,85256,0.97 451,report,v,88138,0.93 452,role,n,88666,0.92 453,better,j,83895,0.98 454,economic,j,90392,0.91 455,effort,n,86473,0.95 456,up,i,85759,0.95 457,decide,v,84035,0.97 458,rate,n,87224,0.94 459,strong,j,83677,0.98 460,possible,j,85084,0.96 461,heart,n,84536,0.96 462,drug,n,86231,0.94 463,show,n,86828,0.94 464,leader,n,85438,0.95 465,light,n,87427,0.93 466,voice,n,89379,0.9 467,wife,n,83601,0.96 468,whole,j,83756,0.96 469,police,n,85880,0.93 470,mind,n,82808,0.96 471,finally,r,81951,0.97 472,pull,v,87243,0.91 473,return,v,81812,0.97 474,free,j,82090,0.97 475,military,j,85152,0.93 476,price,n,84443,0.94 477,report,n,83174,0.95 478,less,r,82930,0.95 479,according,i,83773,0.94 480,decision,n,82429,0.95 481,explain,v,80797,0.97 482,son,n,80895,0.97 483,hope,v,81385,0.96 484,even,c,79087,0.98 485,develop,v,84835,0.92 486,view,n,81338,0.96 487,relationship,n,84549,0.92 488,carry,v,79513,0.97 489,town,n,79821,0.97 490,road,n,80987,0.95 491,drive,v,80476,0.96 492,arm,n,84865,0.91 493,TRUE,j,79299,0.97 494,federal,j,81826,0.94 495,break,v,79310,0.97 496,better,r,78334,0.98 497,difference,n,82911,0.92 498,thank,v,88574,0.86 499,receive,v,80250,0.95 500,value,n,82942,0.92 501,international,j,81610,0.93 502,building,n,78487,0.97 503,action,n,80009,0.95 504,full,j,77547,0.97 505,model,n,82973,0.91 506,join,v,80609,0.93 507,season,n,83743,0.89 508,society,n,81192,0.92 509,because,i,77116,0.97 510,tax,n,80713,0.92 511,director,n,79813,0.93 512,early,r,75605,0.98 513,position,n,77124,0.96 514,player,n,81358,0.91 515,agree,v,76753,0.96 516,especially,r,76304,0.96 517,record,n,77509,0.94 518,pick,v,77197,0.95 519,wear,v,77921,0.94 520,paper,n,75383,0.97 521,special,j,75298,0.97 522,space,n,75395,0.96 523,ground,n,74713,0.97 524,form,n,78493,0.92 525,support,v,76544,0.94 526,event,n,75559,0.95 527,official,n,79026,0.91 528,whose,d,74914,0.96 529,matter,n,73842,0.97 530,everyone,p,74534,0.96 531,center,n,74559,0.96 532,couple,n,74871,0.96 533,site,n,75932,0.94 534,end,v,73099,0.97 535,project,n,75446,0.94 536,hit,v,73999,0.95 537,base,v,75887,0.93 538,activity,n,77980,0.9 539,star,n,73695,0.95 540,table,n,75228,0.93 541,need,n,74877,0.93 542,court,n,74112,0.94 543,produce,v,74169,0.94 544,eat,v,73505,0.95 545,American,n,73063,0.95 546,teach,v,72668,0.95 547,oil,n,74386,0.93 548,half,d,70930,0.97 549,situation,n,72603,0.95 550,easy,j,71602,0.96 551,cost,n,73512,0.94 552,industry,n,73055,0.94 553,figure,n,74858,0.92 554,face,v,69493,0.98 555,street,n,71645,0.95 556,image,n,72216,0.94 557,itself,p,71093,0.96 558,phone,n,71599,0.95 559,either,r,69497,0.97 560,data,n,76594,0.88 561,cover,v,69387,0.97 562,quite,r,69966,0.96 563,picture,n,69229,0.97 564,clear,j,68662,0.98 565,practice,n,73745,0.91 566,piece,n,68901,0.97 567,land,n,69750,0.96 568,recent,j,70685,0.94 569,describe,v,71377,0.93 570,product,n,70883,0.94 571,doctor,n,69446,0.95 572,wall,n,71390,0.93 573,patient,n,72217,0.91 574,worker,n,69962,0.94 575,news,n,70051,0.94 576,test,n,69870,0.94 577,movie,n,69387,0.94 578,certain,j,67228,0.97 579,north,n,68046,0.96 580,love,n,67495,0.96 581,personal,j,67917,0.96 582,open,j,67218,0.97 583,support,n,69431,0.93 584,simply,r,66712,0.97 585,third,m,67037,0.97 586,technology,n,69565,0.93 587,catch,v,68214,0.94 588,step,n,66232,0.97 589,baby,n,67881,0.94 590,computer,n,67399,0.95 591,type,n,68481,0.93 592,attention,n,65271,0.97 593,draw,v,65198,0.97 594,film,n,66724,0.95 595,Republican,n,71611,0.88 596,tree,n,66630,0.94 597,source,n,66862,0.94 598,red,j,66217,0.94 599,nearly,r,64860,0.96 600,organization,n,67278,0.93 601,choose,v,64348,0.97 602,cause,v,64531,0.97 603,hair,n,69564,0.89 604,look,n,66194,0.94 605,point,v,62980,0.98 606,century,n,65667,0.94 607,evidence,n,65360,0.94 608,window,n,68303,0.9 609,difficult,j,63947,0.96 610,listen,v,64984,0.94 611,soon,r,63168,0.96 612,culture,n,67128,0.91 613,billion,m,65243,0.93 614,chance,n,62682,0.97 615,brother,n,63406,0.95 616,energy,n,64139,0.94 617,period,n,64534,0.93 618,course,n,64012,0.94 619,summer,n,62503,0.96 620,less,d,62154,0.96 621,realize,v,61732,0.97 622,hundred,m,61266,0.97 623,available,j,63187,0.94 624,plant,n,63476,0.93 625,likely,j,63002,0.94 626,opportunity,n,62422,0.95 627,term,n,62962,0.94 628,short,j,60451,0.98 629,letter,n,60369,0.98 630,condition,n,63489,0.93 631,choice,n,60487,0.97 632,place,v,60927,0.96 633,single,j,60072,0.97 634,rule,n,61062,0.95 635,daughter,n,60424,0.96 636,administration,n,62071,0.93 637,south,n,60630,0.96 638,husband,n,60126,0.96 639,Congress,n,62841,0.92 640,floor,n,62458,0.92 641,campaign,n,64172,0.9 642,material,n,62440,0.92 643,population,n,62999,0.91 644,well,i,61219,0.93 645,call,n,59543,0.96 646,economy,n,60990,0.93 647,medical,j,59424,0.96 648,hospital,n,58669,0.97 649,church,n,59466,0.96 650,close,v,60884,0.93 651,thousand,m,58307,0.97 652,risk,n,60432,0.94 653,current,j,61252,0.92 654,fire,n,59386,0.95 655,future,n,58020,0.97 656,wrong,j,58988,0.95 657,involve,v,59542,0.94 658,defense,n,59701,0.94 659,anyone,p,58274,0.96 660,increase,v,60442,0.93 661,security,n,58914,0.95 662,bank,n,58992,0.94 663,myself,p,59716,0.93 664,certainly,r,59739,0.93 665,west,n,58169,0.95 666,sport,n,59006,0.94 667,board,n,58436,0.95 668,seek,v,58495,0.94 669,per,i,59432,0.93 670,subject,n,61397,0.9 671,officer,n,57617,0.96 672,private,j,57248,0.96 673,rest,n,56714,0.97 674,behavior,n,62625,0.88 675,deal,v,57462,0.96 676,performance,n,59909,0.92 677,fight,v,56886,0.96 678,throw,v,57784,0.95 679,top,n,57743,0.95 680,quickly,r,56454,0.97 681,past,j,56588,0.96 682,goal,n,58728,0.93 683,second,n,56022,0.97 684,bed,n,60304,0.9 685,order,n,56483,0.96 686,author,n,58300,0.93 687,fill,v,56915,0.95 688,represent,v,58744,0.92 689,focus,v,57177,0.94 690,foreign,j,57540,0.94 691,drop,v,56448,0.95 692,plan,v,55829,0.96 693,blood,n,56351,0.95 694,upon,i,57033,0.94 695,agency,n,56954,0.94 696,push,v,56103,0.95 697,nature,n,57929,0.92 698,color,n,56978,0.94 699,no,r,54602,0.98 700,recently,r,55992,0.95 701,store,n,56147,0.95 702,reduce,v,57029,0.93 703,sound,n,56828,0.94 704,note,v,57025,0.93 705,fine,j,55174,0.96 706,before,r,55608,0.95 707,near,i,54869,0.96 708,movement,n,56201,0.94 709,page,n,55937,0.94 710,enter,v,54479,0.96 711,share,v,54010,0.97 712,than,i,55719,0.94 713,common,j,55940,0.93 714,poor,j,53820,0.97 715,other,p,54372,0.96 716,natural,j,55526,0.94 717,race,n,54838,0.95 718,concern,n,55203,0.94 719,series,n,54549,0.95 720,significant,j,58947,0.88 721,similar,j,55901,0.92 722,hot,j,54601,0.95 723,language,n,55799,0.92 724,each,p,53663,0.96 725,usually,r,53477,0.96 726,response,n,56342,0.91 727,dead,j,55111,0.93 728,rise,v,53542,0.95 729,animal,n,53127,0.96 730,factor,n,57612,0.89 731,decade,n,53727,0.95 732,article,n,54871,0.93 733,shoot,v,53038,0.95 734,east,n,53010,0.95 735,save,v,52067,0.97 736,seven,m,52011,0.97 737,artist,n,54353,0.92 738,away,i,52005,0.96 739,scene,n,51248,0.97 740,stock,n,54305,0.91 741,career,n,52101,0.95 742,despite,i,51526,0.96 743,central,j,52501,0.94 744,eight,m,50871,0.97 745,thus,r,57039,0.87 746,treatment,n,53390,0.92 747,beyond,i,50742,0.97 748,happy,j,51669,0.95 749,exactly,r,52685,0.93 750,protect,v,50649,0.97 751,approach,n,53980,0.91 752,lie,v,51657,0.95 753,size,n,51868,0.95 754,dog,n,52347,0.94 755,fund,n,53859,0.91 756,serious,j,50285,0.97 757,occur,v,52768,0.93 758,media,n,51798,0.94 759,ready,j,50833,0.96 760,sign,n,50045,0.98 761,thought,n,51509,0.95 762,list,n,50678,0.96 763,individual,n,54738,0.89 764,simple,j,50583,0.96 765,quality,n,52224,0.93 766,pressure,n,50773,0.96 767,accept,v,49952,0.97 768,answer,n,49969,0.97 769,hard,r,50793,0.95 770,resource,n,53398,0.9 771,identify,v,53484,0.9 772,left,j,50479,0.95 773,meeting,n,49916,0.96 774,determine,v,52130,0.92 775,prepare,v,49208,0.98 776,disease,n,51211,0.94 777,whatever,d,50200,0.96 778,success,n,50541,0.95 779,argue,v,51013,0.94 780,cup,n,53633,0.89 781,particularly,r,50329,0.95 782,amount,n,49944,0.95 783,ability,n,51476,0.93 784,staff,n,50177,0.95 785,recognize,v,50042,0.95 786,indicate,v,53215,0.89 787,character,n,49530,0.96 788,growth,n,50904,0.93 789,loss,n,49759,0.95 790,degree,n,50612,0.94 791,wonder,v,50875,0.93 792,attack,n,50898,0.93 793,herself,p,52915,0.89 794,region,n,50914,0.93 795,television,n,49673,0.95 796,box,n,49667,0.95 797,TV,n,49438,0.95 798,training,n,49997,0.93 799,pretty,r,50385,0.93 800,trade,n,49696,0.94 801,deal,n,48975,0.95 802,election,n,51322,0.91 803,everybody,p,51147,0.91 804,physical,j,51451,0.9 805,lay,v,49358,0.94 806,general,j,49657,0.93 807,feeling,n,47349,0.98 808,standard,n,49876,0.93 809,bill,n,49011,0.94 810,message,n,47533,0.97 811,fail,v,47503,0.97 812,outside,i,46628,0.98 813,arrive,v,47435,0.97 814,analysis,n,53840,0.85 815,benefit,n,48594,0.94 816,name,v,47375,0.97 817,sex,n,47827,0.95 818,forward,r,47877,0.95 819,lawyer,n,47853,0.95 820,present,v,49659,0.92 821,section,n,49764,0.91 822,environmental,j,51192,0.88 823,glass,n,49686,0.91 824,answer,v,47661,0.95 825,skill,n,50431,0.9 826,sister,n,48183,0.94 827,PM,r,54765,0.82 828,professor,n,46575,0.97 829,operation,n,47276,0.95 830,financial,j,47803,0.94 831,crime,n,48010,0.93 832,stage,n,46346,0.97 833,ok,r,54697,0.82 834,compare,v,48094,0.93 835,authority,n,47309,0.94 836,miss,v,46525,0.96 837,design,n,48605,0.92 838,sort,n,47086,0.95 839,one,n,45596,0.98 840,act,v,45648,0.98 841,ten,m,46827,0.95 842,knowledge,n,50335,0.88 843,gun,n,47305,0.94 844,station,n,46299,0.96 845,blue,j,47622,0.93 846,state,v,47977,0.93 847,strategy,n,49126,0.9 848,little,d,45469,0.97 849,clearly,r,45912,0.96 850,discuss,v,46852,0.94 851,indeed,r,46184,0.95 852,force,v,44931,0.97 853,truth,n,45155,0.97 854,song,n,45352,0.96 855,example,n,47134,0.93 856,democratic,j,47299,0.92 857,check,v,45760,0.95 858,environment,n,47807,0.91 859,leg,n,47477,0.91 860,dark,j,47565,0.91 861,public,n,45684,0.95 862,various,j,46777,0.92 863,rather,r,44934,0.96 864,laugh,v,48567,0.89 865,guess,v,48046,0.9 866,executive,n,47338,0.91 867,set,n,45121,0.96 868,study,v,44897,0.96 869,prove,v,44304,0.97 870,hang,v,46632,0.92 871,entire,j,43997,0.98 872,rock,n,45225,0.95 873,design,v,45946,0.94 874,enough,d,44378,0.97 875,forget,v,45571,0.94 876,since,i,45591,0.94 877,claim,v,44259,0.97 878,note,n,44720,0.96 879,remove,v,44683,0.96 880,manager,n,46187,0.93 881,help,n,43721,0.98 882,close,j,43568,0.98 883,sound,v,45311,0.94 884,enjoy,v,44020,0.97 885,network,n,45122,0.94 886,legal,j,44820,0.95 887,religious,j,46425,0.91 888,cold,j,44649,0.95 889,form,v,44646,0.95 890,final,j,43589,0.97 891,main,j,43707,0.97 892,science,n,45726,0.92 893,green,j,44673,0.94 894,memory,n,43531,0.97 895,card,n,43605,0.96 896,above,i,44130,0.95 897,seat,n,44404,0.95 898,cell,n,44831,0.94 899,establish,v,45921,0.91 900,nice,j,44792,0.93 901,trial,n,44489,0.94 902,expert,n,43898,0.95 903,that,r,43359,0.96 904,spring,n,44085,0.95 905,firm,n,44704,0.93 906,Democrat,n,46905,0.88 907,radio,n,43156,0.96 908,visit,v,42941,0.96 909,management,n,45112,0.92 910,care,v,42978,0.96 911,avoid,v,42890,0.96 912,imagine,v,43487,0.95 913,tonight,r,47549,0.87 914,huge,j,42582,0.96 915,ball,n,43512,0.94 916,no,u,44951,0.91 917,close,r,42826,0.95 918,finish,v,43143,0.95 919,yourself,p,43401,0.94 920,talk,n,43267,0.94 921,theory,n,45553,0.9 922,impact,n,43782,0.93 923,respond,v,42139,0.96 924,statement,n,42941,0.94 925,maintain,v,43493,0.93 926,charge,n,42353,0.95 927,popular,j,42399,0.95 928,traditional,j,43681,0.92 929,onto,i,43538,0.92 930,reveal,v,42605,0.94 931,direction,n,41280,0.97 932,weapon,n,43158,0.93 933,employee,n,42824,0.93 934,cultural,j,45673,0.87 935,contain,v,42542,0.94 936,peace,n,42273,0.94 937,head,v,41658,0.95 938,control,v,41771,0.95 939,base,n,41154,0.96 940,pain,n,41350,0.96 941,apply,v,42391,0.93 942,play,n,41662,0.95 943,measure,n,43938,0.9 944,wide,j,41233,0.96 945,shake,v,45160,0.87 946,fly,v,41373,0.95 947,interview,n,41594,0.95 948,manage,v,40536,0.97 949,chair,n,43256,0.91 950,fish,n,41488,0.95 951,particular,j,42291,0.93 952,camera,n,41218,0.95 953,structure,n,43638,0.9 954,politics,n,41758,0.94 955,perform,v,41667,0.94 956,bit,n,41915,0.93 957,weight,n,41919,0.93 958,suddenly,r,43382,0.9 959,discover,v,40489,0.97 960,candidate,n,43251,0.9 961,top,j,41484,0.94 962,production,n,42052,0.93 963,treat,v,40264,0.97 964,trip,n,40423,0.96 965,evening,n,40881,0.95 966,affect,v,41496,0.93 967,inside,i,40856,0.95 968,conference,n,40643,0.95 969,unit,n,41087,0.94 970,best,r,39959,0.97 971,style,n,40889,0.94 972,adult,n,40705,0.95 973,worry,v,40210,0.96 974,range,n,41326,0.93 975,mention,v,39815,0.97 976,rather,i,41558,0.93 977,far,j,39967,0.96 978,deep,j,40126,0.96 979,past,n,39559,0.97 980,edge,n,40960,0.94 981,individual,j,42325,0.9 982,specific,j,42397,0.9 983,writer,n,39666,0.96 984,trouble,n,39659,0.96 985,necessary,j,40776,0.93 986,throughout,i,40170,0.95 987,challenge,n,40380,0.94 988,fear,n,38857,0.98 989,shoulder,n,42843,0.89 990,institution,n,42153,0.9 991,middle,j,40402,0.94 992,sea,n,39516,0.96 993,dream,n,39613,0.96 994,bar,n,39853,0.95 995,beautiful,j,40052,0.94 996,property,n,40027,0.94 997,instead,r,39051,0.97 998,improve,v,40214,0.94 999,stuff,n,40180,0.94 1000,detail,n,38750,0.97 1001,method,n,42667,0.88 1002,sign,v,39418,0.95 1003,somebody,p,41639,0.9 1004,magazine,n,39197,0.96 1005,hotel,n,39642,0.95 1006,soldier,n,39552,0.95 1007,reflect,v,40687,0.92 1008,heavy,j,39160,0.96 1009,sexual,j,41865,0.89 1010,cause,n,38843,0.96 1011,bag,n,40007,0.93 1012,heat,n,40363,0.92 1013,fall,n,38822,0.96 1014,marriage,n,38517,0.96 1015,tough,j,39600,0.94 1016,sing,v,38575,0.96 1017,surface,n,39367,0.94 1018,purpose,n,40084,0.92 1019,exist,v,39341,0.94 1020,pattern,n,40397,0.91 1021,whom,p,37950,0.97 1022,skin,n,39893,0.92 1023,agent,n,38265,0.96 1024,owner,n,39492,0.93 1025,machine,n,38407,0.96 1026,gas,n,38194,0.96 1027,down,i,39633,0.93 1028,ahead,r,39705,0.92 1029,generation,n,38323,0.96 1030,commercial,j,40608,0.9 1031,address,v,39774,0.92 1032,cancer,n,39407,0.93 1033,test,v,38644,0.95 1034,item,n,40336,0.91 1035,reality,n,38397,0.95 1036,coach,n,40716,0.9 1037,step,v,39356,0.93 1038,Mrs,n,40545,0.9 1039,yard,n,39253,0.93 1040,beat,v,38268,0.95 1041,violence,n,38474,0.94 1042,total,j,38798,0.93 1043,tend,v,38295,0.94 1044,investment,n,38810,0.93 1045,discussion,n,39616,0.91 1046,finger,n,40842,0.88 1047,garden,n,38800,0.93 1048,notice,v,38910,0.92 1049,collection,n,38431,0.93 1050,modern,j,38372,0.93 1051,task,n,39209,0.91 1052,partner,n,37540,0.95 1053,positive,j,39310,0.91 1054,civil,j,37742,0.95 1055,kitchen,n,39332,0.91 1056,consumer,n,38079,0.94 1057,shot,n,37505,0.95 1058,budget,n,39165,0.91 1059,wish,v,37532,0.95 1060,painting,n,39264,0.91 1061,scientist,n,37700,0.94 1062,safe,j,36547,0.97 1063,agreement,n,38141,0.93 1064,capital,n,37443,0.95 1065,mouth,n,40200,0.88 1066,nor,c,37230,0.95 1067,victim,n,36878,0.96 1068,newspaper,n,37522,0.94 1069,instead,i,36247,0.97 1070,threat,n,37022,0.95 1071,responsibility,n,37084,0.95 1072,smile,v,41473,0.85 1073,attorney,n,37959,0.92 1074,score,n,39294,0.89 1075,account,n,36786,0.95 1076,interesting,j,37473,0.93 1077,break,n,40348,0.86 1078,audience,n,36227,0.96 1079,rich,j,35940,0.97 1080,dinner,n,37156,0.94 1081,figure,v,36137,0.96 1082,vote,n,39464,0.88 1083,western,j,37389,0.93 1084,relate,v,39143,0.89 1085,travel,v,35746,0.97 1086,debate,n,37228,0.93 1087,prevent,v,36421,0.95 1088,citizen,n,36408,0.95 1089,majority,n,36758,0.94 1090,none,p,35359,0.98 1091,front,i,37363,0.92 1092,born,v,35352,0.97 1093,admit,v,35143,0.97 1094,senior,j,36598,0.93 1095,assume,v,35960,0.95 1096,wind,n,36478,0.94 1097,key,j,36056,0.95 1098,professional,j,36319,0.93 1099,mission,n,35217,0.96 1100,fast,r,35474,0.95 1101,alone,r,34982,0.96 1102,customer,n,36000,0.94 1103,suffer,v,34675,0.97 1104,speech,n,35504,0.95 1105,successful,j,35459,0.95 1106,option,n,35434,0.95 1107,participant,n,41462,0.81 1108,southern,j,35314,0.95 1109,fresh,j,35974,0.93 1110,eventually,r,34534,0.97 1111,no,p,35016,0.96 1112,forest,n,35429,0.94 1113,video,n,35230,0.95 1114,global,j,36381,0.92 1115,Senate,n,36809,0.91 1116,reform,n,36103,0.92 1117,access,n,35310,0.94 1118,restaurant,n,35898,0.93 1119,judge,n,35464,0.94 1120,publish,v,35062,0.95 1121,cost,v,34941,0.95 1122,relation,n,36963,0.89 1123,like,c,35636,0.93 1124,release,v,34301,0.96 1125,own,v,34577,0.95 1126,bird,n,34835,0.94 1127,opinion,n,34501,0.95 1128,credit,n,34578,0.95 1129,critical,j,35824,0.92 1130,corner,n,35496,0.93 1131,concerned,j,34331,0.96 1132,recall,v,34442,0.95 1133,version,n,34456,0.95 1134,stare,v,39266,0.83 1135,safety,n,34188,0.96 1136,effective,j,35851,0.91 1137,neighborhood,n,34691,0.94 1138,original,j,34368,0.95 1139,act,n,34104,0.96 1140,troop,n,36001,0.91 1141,income,n,34925,0.93 1142,directly,r,34090,0.96 1143,hurt,v,34445,0.94 1144,species,n,35804,0.91 1145,immediately,r,33067,0.98 1146,track,n,33788,0.96 1147,basic,j,34788,0.93 1148,strike,v,33238,0.97 1149,hope,n,33019,0.98 1150,sky,n,35141,0.92 1151,freedom,n,34174,0.94 1152,absolutely,r,36740,0.88 1153,plane,n,33900,0.95 1154,nobody,p,34280,0.94 1155,achieve,v,35166,0.92 1156,object,n,35040,0.92 1157,attitude,n,35437,0.91 1158,labor,n,34400,0.93 1159,refer,v,34317,0.94 1160,concept,n,35944,0.89 1161,client,n,34027,0.94 1162,powerful,j,33151,0.97 1163,perfect,j,33456,0.96 1164,nine,m,32967,0.97 1165,therefore,r,35842,0.89 1166,conduct,v,34909,0.91 1167,announce,v,33305,0.96 1168,conversation,n,33046,0.96 1169,examine,v,35826,0.89 1170,touch,v,34737,0.92 1171,please,r,34709,0.92 1172,attend,v,33380,0.95 1173,completely,r,32550,0.98 1174,vote,v,35224,0.9 1175,variety,n,34242,0.93 1176,sleep,v,34801,0.91 1177,turn,n,32944,0.96 1178,involved,j,33428,0.95 1179,investigation,n,33849,0.94 1180,nuclear,j,34264,0.92 1181,researcher,n,34742,0.91 1182,press,n,33410,0.94 1183,conflict,n,34710,0.91 1184,spirit,n,32942,0.96 1185,experience,v,34009,0.92 1186,replace,v,32688,0.96 1187,British,j,32929,0.95 1188,encourage,v,33348,0.94 1189,argument,n,33394,0.94 1190,by,r,32560,0.96 1191,once,c,32180,0.97 1192,camp,n,32659,0.95 1193,brain,n,32852,0.95 1194,feature,n,33344,0.93 1195,afternoon,n,33202,0.94 1196,AM,r,34451,0.9 1197,weekend,n,33239,0.93 1198,dozen,m,32432,0.96 1199,possibility,n,32466,0.95 1200,along,r,32475,0.95 1201,insurance,n,32928,0.94 1202,department,n,32252,0.96 1203,battle,n,31989,0.96 1204,beginning,n,31866,0.97 1205,date,n,31467,0.98 1206,generally,r,33191,0.93 1207,African,j,34557,0.89 1208,very,j,31807,0.96 1209,sorry,j,34270,0.89 1210,crisis,n,32924,0.93 1211,complete,v,32813,0.93 1212,fan,n,32919,0.93 1213,stick,v,32259,0.94 1214,define,v,33958,0.9 1215,easily,r,31755,0.96 1216,through,r,31838,0.96 1217,hole,n,32302,0.94 1218,element,n,33053,0.92 1219,vision,n,32358,0.94 1220,status,n,33511,0.91 1221,normal,j,31265,0.97 1222,Chinese,j,32334,0.94 1223,ship,n,32588,0.93 1224,solution,n,32052,0.94 1225,stone,n,32531,0.93 1226,slowly,r,33403,0.9 1227,scale,n,34375,0.88 1228,bit,r,32087,0.94 1229,university,n,33000,0.91 1230,introduce,v,31345,0.96 1231,driver,n,31633,0.95 1232,attempt,n,31944,0.94 1233,park,n,32322,0.93 1234,spot,n,31612,0.95 1235,lack,n,32157,0.93 1236,ice,n,31686,0.95 1237,boat,n,32079,0.93 1238,drink,v,32078,0.93 1239,sun,n,32646,0.92 1240,front,j,32087,0.93 1241,distance,n,31380,0.95 1242,wood,n,31801,0.93 1243,handle,v,30634,0.97 1244,truck,n,31536,0.94 1245,return,n,31058,0.95 1246,mountain,n,31322,0.94 1247,survey,n,32784,0.9 1248,supposed,j,31005,0.95 1249,tradition,n,32110,0.92 1250,winter,n,31227,0.95 1251,village,n,30741,0.96 1252,Soviet,j,36193,0.82 1253,refuse,v,30173,0.98 1254,sales,n,32145,0.91 1255,roll,v,31592,0.93 1256,communication,n,31577,0.93 1257,run,n,31325,0.94 1258,screen,n,30758,0.95 1259,gain,v,30667,0.95 1260,resident,n,31836,0.92 1261,hide,v,31098,0.94 1262,gold,n,30733,0.95 1263,club,n,30800,0.95 1264,future,j,31494,0.92 1265,farm,n,30291,0.96 1266,potential,j,31289,0.93 1267,increase,n,31247,0.93 1268,middle,n,30199,0.96 1269,European,j,31455,0.92 1270,presence,n,30624,0.95 1271,independent,j,31044,0.93 1272,district,n,31327,0.92 1273,shape,n,30396,0.95 1274,reader,n,31442,0.92 1275,Ms,n,31610,0.91 1276,contract,n,30906,0.93 1277,crowd,n,30542,0.94 1278,Christian,j,30726,0.94 1279,express,v,30947,0.93 1280,apartment,n,31012,0.93 1281,willing,j,29635,0.97 1282,strength,n,29769,0.96 1283,previous,j,30490,0.94 1284,band,n,29769,0.96 1285,obviously,r,31299,0.91 1286,horse,n,30993,0.92 1287,interested,j,29155,0.98 1288,target,n,29866,0.96 1289,prison,n,30248,0.94 1290,ride,v,30476,0.94 1291,guard,n,30159,0.94 1292,terms,i,30996,0.92 1293,demand,n,30519,0.93 1294,reporter,n,30416,0.93 1295,deliver,v,29169,0.97 1296,text,n,32316,0.88 1297,share,n,30752,0.92 1298,tool,n,30286,0.93 1299,wild,j,29473,0.96 1300,vehicle,n,29421,0.96 1301,observe,v,30737,0.92 1302,flight,n,29535,0.95 1303,inside,r,30715,0.91 1304,facility,n,30107,0.93 1305,understanding,n,31319,0.89 1306,average,j,29717,0.94 1307,emerge,v,29496,0.95 1308,advantage,n,29340,0.95 1309,quick,j,29108,0.96 1310,light,j,29731,0.94 1311,leadership,n,30047,0.93 1312,earn,v,29560,0.94 1313,pound,n,29946,0.93 1314,basis,n,30377,0.92 1315,bright,j,29780,0.93 1316,operate,v,29345,0.95 1317,guest,n,29328,0.95 1318,sample,n,32436,0.86 1319,contribute,v,30090,0.92 1320,tiny,j,29756,0.93 1321,block,n,28826,0.96 1322,protection,n,29336,0.94 1323,settle,v,28827,0.96 1324,feed,v,28494,0.97 1325,collect,v,28946,0.95 1326,additional,j,29771,0.93 1327,while,n,29579,0.93 1328,highly,r,29554,0.93 1329,identity,n,31163,0.88 1330,title,n,29210,0.94 1331,mostly,r,28178,0.97 1332,lesson,n,28623,0.96 1333,faith,n,28710,0.95 1334,river,n,28862,0.95 1335,promote,v,29679,0.92 1336,living,n,28736,0.95 1337,present,j,30645,0.89 1338,count,v,28836,0.95 1339,unless,c,27908,0.98 1340,marry,v,28722,0.95 1341,tomorrow,r,30098,0.91 1342,technique,n,29828,0.91 1343,path,n,28344,0.96 1344,ear,n,29597,0.92 1345,shop,n,28589,0.95 1346,folk,n,28698,0.94 1347,order,v,27950,0.97 1348,principle,n,30011,0.9 1349,survive,v,27682,0.98 1350,lift,v,29354,0.92 1351,border,n,28636,0.94 1352,competition,n,28752,0.93 1353,jump,v,28504,0.94 1354,gather,v,27659,0.97 1355,limit,v,28901,0.93 1356,fit,v,27875,0.96 1357,claim,n,28609,0.94 1358,cry,v,29690,0.9 1359,equipment,n,28023,0.95 1360,worth,i,27687,0.97 1361,associate,v,30406,0.88 1362,critic,n,28244,0.94 1363,warm,j,28600,0.93 1364,aspect,n,29460,0.9 1365,result,v,29515,0.9 1366,insist,v,27205,0.97 1367,failure,n,28234,0.94 1368,annual,j,28471,0.93 1369,French,j,27590,0.96 1370,Christmas,n,28046,0.94 1371,comment,n,27712,0.95 1372,responsible,j,27569,0.96 1373,affair,n,27432,0.96 1374,approach,v,27449,0.96 1375,until,i,27007,0.97 1376,procedure,n,29044,0.9 1377,regular,j,27244,0.96 1378,spread,v,27266,0.96 1379,chairman,n,28560,0.92 1380,baseball,n,28551,0.92 1381,soft,j,27970,0.94 1382,ignore,v,27023,0.97 1383,egg,n,27917,0.94 1384,measure,v,28612,0.91 1385,belief,n,28844,0.91 1386,demonstrate,v,29170,0.9 1387,anybody,p,28704,0.91 1388,murder,n,28335,0.92 1389,gift,n,27050,0.96 1390,religion,n,28220,0.92 1391,review,n,28141,0.93 1392,editor,n,27734,0.94 1393,past,i,28278,0.92 1394,engage,v,28194,0.92 1395,coffee,n,28331,0.92 1396,document,n,29437,0.88 1397,speed,n,27740,0.93 1398,cross,v,27524,0.94 1399,influence,n,28387,0.91 1400,anyway,r,28170,0.92 1401,threaten,v,26587,0.97 1402,commit,v,26943,0.96 1403,female,j,27952,0.92 1404,youth,n,27755,0.93 1405,wave,n,26844,0.96 1406,move,n,26717,0.96 1407,afraid,j,27727,0.93 1408,quarter,n,27125,0.95 1409,background,n,26907,0.96 1410,native,j,28026,0.92 1411,broad,j,27191,0.94 1412,wonderful,j,27494,0.93 1413,deny,v,26675,0.96 1414,apparently,r,26513,0.97 1415,slightly,r,26887,0.95 1416,reaction,n,26771,0.96 1417,twice,r,26450,0.97 1418,suit,n,27066,0.95 1419,perspective,n,28324,0.9 1420,growing,j,26858,0.95 1421,blow,v,27254,0.94 1422,construction,n,27114,0.94 1423,kind,r,29474,0.86 1424,intelligence,n,27555,0.92 1425,destroy,v,26177,0.97 1426,cook,v,27725,0.91 1427,connection,n,26552,0.95 1428,charge,v,26432,0.96 1429,burn,v,26646,0.95 1430,shoe,n,26945,0.94 1431,view,v,27258,0.92 1432,grade,n,27178,0.92 1433,context,n,29113,0.86 1434,committee,n,26697,0.94 1435,hey,u,27659,0.91 1436,mistake,n,26080,0.96 1437,focus,n,26815,0.93 1438,smile,n,28698,0.87 1439,location,n,26463,0.94 1440,clothes,n,27033,0.92 1441,Indian,j,27100,0.92 1442,quiet,j,26732,0.93 1443,dress,v,26669,0.93 1444,promise,v,25720,0.97 1445,aware,j,25503,0.97 1446,neighbor,n,25497,0.97 1447,complete,j,25699,0.97 1448,drive,n,26373,0.94 1449,function,n,28011,0.88 1450,bone,n,26282,0.94 1451,active,j,26507,0.93 1452,extend,v,25969,0.95 1453,chief,j,26456,0.93 1454,average,n,26568,0.93 1455,combine,v,26570,0.93 1456,wine,n,26682,0.92 1457,below,r,26765,0.92 1458,cool,j,26279,0.94 1459,voter,n,27768,0.89 1460,mean,n,28991,0.85 1461,demand,v,25207,0.97 1462,learning,n,28869,0.85 1463,bus,n,25850,0.95 1464,hell,n,27278,0.9 1465,dangerous,j,25170,0.97 1466,remind,v,25525,0.96 1467,moral,j,26980,0.91 1468,United,j,26396,0.93 1469,category,n,27219,0.9 1470,relatively,r,26476,0.92 1471,victory,n,26422,0.92 1472,key,n,25436,0.96 1473,academic,j,28216,0.86 1474,visit,n,25000,0.97 1475,Internet,n,26983,0.9 1476,healthy,j,26009,0.94 1477,fire,v,25390,0.96 1478,negative,j,26847,0.9 1479,following,j,26643,0.91 1480,historical,j,27266,0.89 1481,medicine,n,25511,0.95 1482,tour,n,25781,0.94 1483,depend,v,25405,0.95 1484,photo,n,25492,0.94 1485,finding,n,28246,0.85 1486,grab,v,26951,0.89 1487,direct,j,26008,0.92 1488,classroom,n,27531,0.87 1489,contact,n,25218,0.95 1490,justice,n,25377,0.95 1491,participate,v,26500,0.91 1492,daily,j,25179,0.95 1493,fair,j,25064,0.96 1494,pair,n,25289,0.95 1495,famous,j,24631,0.97 1496,exercise,n,25934,0.92 1497,knee,n,25912,0.92 1498,flower,n,25642,0.93 1499,tape,n,25730,0.93 1500,hire,v,25073,0.95 1501,familiar,j,24515,0.97 1502,appropriate,j,26237,0.91 1503,supply,n,24920,0.96 1504,fully,r,24842,0.96 1505,cut,n,25327,0.94 1506,will,n,24351,0.98 1507,actor,n,24848,0.96 1508,birth,n,24515,0.97 1509,search,n,27087,0.87 1510,tie,v,24408,0.97 1511,democracy,n,26039,0.91 1512,eastern,j,25103,0.94 1513,primary,j,26043,0.9 1514,yesterday,r,26215,0.9 1515,circle,n,24735,0.95 1516,device,n,24918,0.94 1517,progress,n,24645,0.95 1518,next,i,25720,0.91 1519,front,n,24402,0.96 1520,bottom,n,24653,0.95 1521,island,n,24311,0.96 1522,exchange,n,24826,0.94 1523,clean,j,24325,0.96 1524,studio,n,24765,0.94 1525,train,v,23990,0.97 1526,lady,n,25436,0.92 1527,colleague,n,24370,0.95 1528,application,n,25735,0.9 1529,neck,n,25716,0.9 1530,lean,v,26896,0.86 1531,damage,n,24155,0.96 1532,plastic,n,24563,0.94 1533,tall,j,25304,0.92 1534,plate,n,24592,0.94 1535,hate,v,24921,0.93 1536,otherwise,r,23793,0.97 1537,writing,n,24995,0.92 1538,press,v,24716,0.93 1539,male,j,24873,0.93 1540,start,n,24071,0.96 1541,alive,j,24184,0.95 1542,expression,n,24748,0.93 1543,football,n,25271,0.91 1544,intend,v,23554,0.97 1545,attack,v,23971,0.95 1546,chicken,n,24465,0.93 1547,army,n,23929,0.95 1548,abuse,n,24534,0.93 1549,theater,n,24447,0.93 1550,shut,v,24773,0.92 1551,map,n,23666,0.96 1552,extra,j,24006,0.95 1553,session,n,24010,0.95 1554,danger,n,23244,0.97 1555,welcome,v,25241,0.9 1556,domestic,j,24313,0.93 1557,lots,p,23750,0.95 1558,literature,n,26254,0.86 1559,rain,n,24134,0.93 1560,desire,n,23994,0.94 1561,assessment,n,26318,0.85 1562,injury,n,23935,0.94 1563,respect,n,23274,0.96 1564,northern,j,23783,0.94 1565,nod,v,27283,0.82 1566,paint,v,24038,0.93 1567,fuel,n,23934,0.94 1568,leaf,n,24044,0.93 1569,direct,v,23298,0.96 1570,dry,j,23809,0.94 1571,Russian,j,23739,0.94 1572,instruction,n,25190,0.89 1573,fight,n,23211,0.96 1574,pool,n,23346,0.96 1575,climb,v,24367,0.92 1576,sweet,j,23843,0.94 1577,lead,n,23301,0.96 1578,engine,n,23617,0.94 1579,fourth,m,23227,0.96 1580,salt,n,24711,0.9 1581,expand,v,23417,0.94 1582,importance,n,24946,0.89 1583,metal,n,23317,0.95 1584,fat,n,24844,0.89 1585,ticket,n,23902,0.92 1586,software,n,23954,0.92 1587,disappear,v,23389,0.94 1588,corporate,j,23621,0.93 1589,strange,j,23744,0.93 1590,lip,n,25250,0.87 1591,reading,n,23919,0.92 1592,urban,j,23889,0.92 1593,mental,j,23650,0.93 1594,increasingly,r,23529,0.93 1595,lunch,n,23220,0.94 1596,educational,j,25282,0.87 1597,somewhere,r,23527,0.93 1598,farmer,n,23005,0.95 1599,above,r,23866,0.92 1600,sugar,n,24310,0.9 1601,planet,n,23567,0.93 1602,favorite,j,23159,0.94 1603,explore,v,23744,0.92 1604,obtain,v,24538,0.89 1605,enemy,n,22621,0.97 1606,greatest,j,22673,0.96 1607,complex,j,23751,0.92 1608,surround,v,22391,0.97 1609,athlete,n,23868,0.91 1610,invite,v,22158,0.98 1611,repeat,v,22622,0.96 1612,carefully,r,22837,0.95 1613,soul,n,22713,0.96 1614,scientific,j,23691,0.92 1615,impossible,j,22233,0.98 1616,panel,n,22529,0.96 1617,meaning,n,24064,0.9 1618,mom,n,23450,0.92 1619,married,j,22352,0.97 1620,alone,j,23106,0.93 1621,instrument,n,23831,0.91 1622,predict,v,22942,0.94 1623,weather,n,22586,0.95 1624,presidential,j,24057,0.89 1625,emotional,j,22773,0.94 1626,commitment,n,23152,0.93 1627,Supreme,j,23904,0.9 1628,bear,v,22190,0.97 1629,pocket,n,23580,0.91 1630,thin,j,23194,0.92 1631,temperature,n,23111,0.93 1632,surprise,n,22275,0.96 1633,poll,n,24009,0.89 1634,proposal,n,22830,0.94 1635,consequence,n,23307,0.92 1636,half,n,22029,0.97 1637,breath,n,24668,0.87 1638,sight,n,22878,0.93 1639,cover,n,22301,0.96 1640,balance,n,22243,0.96 1641,adopt,v,22880,0.93 1642,minority,n,23167,0.92 1643,straight,r,22929,0.93 1644,attempt,v,22758,0.93 1645,connect,v,22100,0.96 1646,works,n,22722,0.93 1647,teaching,n,24387,0.87 1648,belong,v,21856,0.97 1649,aid,n,22642,0.93 1650,advice,n,21970,0.96 1651,okay,r,24243,0.87 1652,photograph,n,22016,0.96 1653,empty,j,23365,0.9 1654,regional,j,23182,0.91 1655,trail,n,23030,0.91 1656,novel,n,22392,0.94 1657,code,n,22015,0.95 1658,somehow,r,22267,0.94 1659,organize,v,22389,0.94 1660,jury,n,24072,0.87 1661,breast,n,22362,0.94 1662,Iraqi,j,25446,0.82 1663,human,n,22022,0.95 1664,acknowledge,v,21983,0.95 1665,theme,n,22494,0.93 1666,storm,n,22562,0.93 1667,union,n,22380,0.93 1668,record,v,21939,0.95 1669,desk,n,23455,0.89 1670,fear,v,21333,0.98 1671,thanks,n,23061,0.9 1672,fruit,n,22401,0.93 1673,under,r,21521,0.97 1674,expensive,j,21706,0.96 1675,yellow,j,22452,0.93 1676,conclusion,n,23034,0.9 1677,prime,j,22075,0.94 1678,shadow,n,22803,0.91 1679,struggle,v,21370,0.97 1680,conclude,v,22247,0.93 1681,analyst,n,22662,0.91 1682,dance,n,21799,0.95 1683,limit,n,21714,0.95 1684,like,j,21723,0.95 1685,regulation,n,22479,0.92 1686,being,n,21695,0.95 1687,last,v,21219,0.97 1688,ring,n,21873,0.94 1689,largely,r,22097,0.93 1690,shift,v,21323,0.96 1691,revenue,n,22445,0.92 1692,mark,v,21236,0.97 1693,locate,v,21843,0.94 1694,county,n,22675,0.9 1695,appearance,n,21146,0.97 1696,package,n,21665,0.95 1697,difficulty,n,22288,0.92 1698,bridge,n,21497,0.95 1699,recommend,v,21707,0.94 1700,obvious,j,21052,0.97 1701,train,n,21766,0.94 1702,basically,r,23265,0.88 1703,e-mail,n,22467,0.91 1704,generate,v,22213,0.92 1705,anymore,r,21771,0.94 1706,propose,v,21691,0.94 1707,thinking,n,21663,0.94 1708,possibly,r,20953,0.97 1709,trend,n,21894,0.93 1710,visitor,n,21490,0.95 1711,loan,n,22324,0.91 1712,currently,r,21636,0.94 1713,comfortable,j,21101,0.96 1714,investor,n,22410,0.91 1715,but,i,20961,0.97 1716,profit,n,21754,0.93 1717,angry,j,21485,0.94 1718,crew,n,21238,0.95 1719,deep,r,21413,0.95 1720,accident,n,20964,0.97 1721,male,n,22398,0.9 1722,meal,n,21556,0.94 1723,hearing,n,21560,0.94 1724,traffic,n,21296,0.95 1725,muscle,n,21931,0.92 1726,notion,n,21801,0.93 1727,capture,v,21018,0.96 1728,prefer,v,20946,0.96 1729,truly,r,20576,0.98 1730,earth,n,21350,0.94 1731,Japanese,j,21800,0.92 1732,chest,n,22508,0.89 1733,search,v,20943,0.96 1734,thick,j,21932,0.92 1735,cash,n,21343,0.94 1736,museum,n,21715,0.93 1737,beauty,n,21060,0.95 1738,emergency,n,20796,0.96 1739,unique,j,21436,0.93 1740,feature,v,21678,0.92 1741,internal,j,22025,0.91 1742,ethnic,j,22632,0.88 1743,link,v,21335,0.94 1744,stress,n,21813,0.92 1745,content,n,21821,0.91 1746,select,v,21617,0.92 1747,root,n,20774,0.96 1748,nose,n,21938,0.91 1749,declare,v,20550,0.97 1750,outside,r,21556,0.92 1751,appreciate,v,20806,0.95 1752,actual,j,21321,0.93 1753,bottle,n,21569,0.92 1754,hardly,r,20757,0.95 1755,setting,n,22004,0.9 1756,launch,v,20767,0.95 1757,dress,n,21362,0.92 1758,file,n,20832,0.95 1759,sick,j,20906,0.94 1760,outcome,n,22721,0.87 1761,ad,n,21064,0.93 1762,defend,v,20510,0.96 1763,matter,v,20534,0.96 1764,judge,v,20320,0.97 1765,duty,n,20204,0.97 1766,sheet,n,20787,0.94 1767,ought,v,21552,0.91 1768,ensure,v,21341,0.92 1769,Catholic,j,20866,0.94 1770,extremely,r,20310,0.96 1771,extent,n,21727,0.9 1772,component,n,22085,0.88 1773,mix,v,20642,0.95 1774,long-term,j,20841,0.94 1775,slow,j,20404,0.96 1776,contrast,n,21581,0.91 1777,zone,n,20472,0.95 1778,wake,v,21330,0.91 1779,challenge,v,20510,0.95 1780,airport,n,20897,0.93 1781,chief,n,20453,0.95 1782,brown,j,21175,0.92 1783,standard,j,20917,0.93 1784,shirt,n,21486,0.9 1785,pilot,n,20192,0.96 1786,warn,v,19996,0.97 1787,ultimately,r,20387,0.95 1788,cat,n,21135,0.92 1789,contribution,n,20912,0.92 1790,capacity,n,21102,0.92 1791,ourselves,p,19926,0.97 1792,estate,n,20673,0.93 1793,guide,n,20646,0.93 1794,circumstance,n,20310,0.95 1795,snow,n,21011,0.92 1796,English,j,20235,0.95 1797,politician,n,20360,0.95 1798,steal,v,20296,0.95 1799,pursue,v,20136,0.96 1800,slip,v,21233,0.91 1801,percentage,n,20774,0.92 1802,meat,n,20271,0.95 1803,funny,j,20399,0.94 1804,neither,r,20100,0.95 1805,soil,n,20916,0.91 1806,influence,v,21448,0.89 1807,surgery,n,20118,0.95 1808,correct,j,20613,0.93 1809,Jewish,j,20196,0.94 1810,blame,v,19798,0.96 1811,estimate,v,20474,0.93 1812,due,i,21141,0.9 1813,basketball,n,20955,0.91 1814,late,r,19727,0.96 1815,golf,n,20979,0.91 1816,investigate,v,20117,0.94 1817,crazy,j,20345,0.93 1818,significantly,r,22038,0.86 1819,chain,n,19688,0.96 1820,address,n,19564,0.97 1821,branch,n,19633,0.96 1822,combination,n,20026,0.94 1823,just,j,20096,0.94 1824,frequently,r,20508,0.92 1825,governor,n,20802,0.91 1826,relief,n,19493,0.97 1827,user,n,20681,0.91 1828,dad,n,20164,0.94 1829,kick,v,20092,0.94 1830,part,r,19900,0.95 1831,manner,n,20012,0.94 1832,ancient,j,19818,0.95 1833,silence,n,21169,0.89 1834,rating,n,20413,0.92 1835,golden,j,19852,0.95 1836,motion,n,19649,0.95 1837,German,j,20096,0.93 1838,gender,n,22190,0.85 1839,solve,v,19501,0.96 1840,fee,n,20263,0.93 1841,landscape,n,20171,0.93 1842,used,j,19130,0.98 1843,bowl,n,20662,0.91 1844,equal,j,19952,0.94 1845,long,c,19227,0.97 1846,official,j,19628,0.95 1847,forth,r,19531,0.96 1848,frame,n,20016,0.93 1849,typical,j,19724,0.95 1850,except,i,19594,0.95 1851,conservative,j,19778,0.94 1852,eliminate,v,19773,0.94 1853,host,n,19389,0.96 1854,hall,n,20236,0.92 1855,trust,v,19482,0.95 1856,ocean,n,19421,0.96 1857,score,v,20391,0.91 1858,row,n,19519,0.95 1859,producer,n,19679,0.94 1860,afford,v,19035,0.97 1861,meanwhile,r,19504,0.95 1862,regime,n,21101,0.88 1863,division,n,19772,0.94 1864,confirm,v,19327,0.96 1865,fix,v,19349,0.96 1866,appeal,n,19561,0.95 1867,mirror,n,20081,0.92 1868,tooth,n,20515,0.9 1869,smart,j,19370,0.95 1870,length,n,19624,0.94 1871,entirely,r,19075,0.97 1872,rely,v,19614,0.94 1873,topic,n,20640,0.89 1874,complain,v,19102,0.97 1875,issue,v,19300,0.95 1876,variable,n,22868,0.81 1877,back,v,19213,0.96 1878,range,v,20067,0.92 1879,telephone,n,19311,0.95 1880,perception,n,21086,0.87 1881,attract,v,19197,0.96 1882,confidence,n,18955,0.97 1883,bedroom,n,20387,0.9 1884,secret,n,19125,0.96 1885,debt,n,19506,0.94 1886,rare,j,18978,0.97 1887,his,p,19663,0.93 1888,tank,n,19158,0.95 1889,nurse,n,19385,0.94 1890,coverage,n,19522,0.94 1891,opposition,n,19847,0.92 1892,aside,r,19056,0.96 1893,anywhere,r,18970,0.96 1894,bond,n,19856,0.92 1895,file,v,19416,0.94 1896,pleasure,n,19099,0.96 1897,master,n,18880,0.96 1898,era,n,19209,0.95 1899,requirement,n,20358,0.89 1900,check,n,18764,0.97 1901,stand,n,18910,0.96 1902,fun,n,18984,0.96 1903,expectation,n,19603,0.92 1904,wing,n,19028,0.95 1905,separate,j,19064,0.95 1906,now,c,19126,0.95 1907,clear,v,19013,0.95 1908,struggle,n,19014,0.95 1909,mean,j,19792,0.91 1910,somewhat,r,18801,0.96 1911,pour,v,19300,0.93 1912,stir,v,20174,0.89 1913,judgment,n,19315,0.93 1914,clean,v,18766,0.96 1915,except,c,18857,0.95 1916,beer,n,19349,0.93 1917,English,n,18719,0.96 1918,reference,n,19559,0.92 1919,tear,n,19819,0.9 1920,doubt,n,18542,0.97 1921,grant,v,18598,0.96 1922,seriously,r,18328,0.98 1923,account,v,19403,0.92 1924,minister,n,19154,0.93 1925,totally,r,18720,0.95 1926,hero,n,18348,0.97 1927,industrial,j,19413,0.92 1928,cloud,n,19214,0.92 1929,stretch,v,19014,0.93 1930,winner,n,19216,0.92 1931,volume,n,18989,0.93 1932,travel,n,18634,0.95 1933,seed,n,19079,0.93 1934,surprised,j,18822,0.94 1935,rest,v,18915,0.94 1936,fashion,n,18483,0.96 1937,pepper,n,20220,0.87 1938,separate,v,18251,0.97 1939,busy,j,18500,0.95 1940,intervention,n,21021,0.84 1941,copy,n,18244,0.97 1942,tip,n,18868,0.93 1943,below,i,18353,0.96 1944,cheap,j,18371,0.96 1945,aim,v,18194,0.97 1946,cite,v,19011,0.93 1947,welfare,n,19580,0.9 1948,vegetable,n,19363,0.91 1949,gray,j,19408,0.9 1950,dish,n,18887,0.93 1951,beach,n,18451,0.95 1952,improvement,n,18977,0.92 1953,everywhere,r,18126,0.96 1954,opening,n,18058,0.97 1955,overall,j,19031,0.92 1956,divide,v,18337,0.95 1957,initial,j,19019,0.92 1958,terrible,j,18659,0.93 1959,oppose,v,18484,0.94 1960,contemporary,j,19293,0.9 1961,route,n,18313,0.95 1962,multiple,j,19512,0.89 1963,essential,j,19030,0.91 1964,question,v,17924,0.97 1965,league,n,19766,0.88 1966,criminal,j,18424,0.94 1967,careful,j,17885,0.97 1968,core,n,18571,0.93 1969,upper,j,18196,0.95 1970,rush,v,18561,0.93 1971,necessarily,r,18334,0.94 1972,specifically,r,18873,0.92 1973,tired,j,18597,0.93 1974,rise,n,18055,0.96 1975,tie,n,17787,0.97 1976,employ,v,18912,0.91 1977,holiday,n,18299,0.94 1978,dance,v,18263,0.94 1979,vast,j,17836,0.96 1980,resolution,n,18922,0.91 1981,household,n,18450,0.93 1982,fewer,d,18223,0.94 1983,abortion,n,18925,0.91 1984,apart,r,17872,0.96 1985,witness,n,18920,0.91 1986,match,v,17788,0.97 1987,barely,r,18533,0.93 1988,sector,n,19103,0.9 1989,representative,n,18189,0.94 1990,lack,v,18215,0.94 1991,beneath,i,19047,0.9 1992,beside,i,19952,0.86 1993,black,n,18441,0.93 1994,incident,n,17880,0.96 1995,limited,j,18532,0.92 1996,proud,j,17841,0.96 1997,flow,n,18469,0.92 1998,faculty,n,20104,0.85 1999,increased,j,18984,0.9 2000,waste,n,19069,0.89 2001,merely,r,18094,0.94 2002,mass,n,18107,0.94 2003,emphasize,v,18933,0.9 2004,experiment,n,18440,0.92 2005,definitely,r,18214,0.93 2006,bomb,n,18284,0.93 2007,enormous,j,17482,0.97 2008,tone,n,17954,0.95 2009,liberal,j,18228,0.93 2010,massive,j,17551,0.97 2011,engineer,n,17991,0.94 2012,wheel,n,18296,0.93 2013,female,n,18932,0.9 2014,decline,v,18058,0.94 2015,invest,v,18080,0.94 2016,promise,n,17342,0.98 2017,cable,n,18277,0.93 2018,towards,i,18305,0.93 2019,expose,v,17581,0.96 2020,rural,j,18665,0.91 2021,AIDS,n,19384,0.87 2022,Jew,n,17893,0.95 2023,narrow,j,17840,0.95 2024,cream,n,18443,0.92 2025,secretary,n,17922,0.94 2026,gate,n,17999,0.94 2027,solid,j,17675,0.96 2028,hill,n,18131,0.93 2029,typically,r,18254,0.92 2030,noise,n,18024,0.93 2031,grass,n,18139,0.93 2032,unfortunately,r,17482,0.96 2033,hat,n,18198,0.92 2034,legislation,n,17934,0.94 2035,succeed,v,17423,0.96 2036,either,d,17257,0.97 2037,celebrate,v,17421,0.96 2038,achievement,n,18998,0.88 2039,fishing,n,18103,0.93 2040,drink,n,18227,0.92 2041,accuse,v,17778,0.94 2042,hand,v,18231,0.92 2043,useful,j,18205,0.92 2044,land,v,17401,0.96 2045,secret,j,17305,0.96 2046,reject,v,17656,0.94 2047,talent,n,17474,0.95 2048,taste,n,17409,0.96 2049,characteristic,n,19621,0.85 2050,milk,n,17812,0.93 2051,escape,v,17195,0.97 2052,cast,v,17163,0.97 2053,sentence,n,17162,0.97 2054,unusual,j,16997,0.97 2055,closely,r,17220,0.96 2056,convince,v,16948,0.98 2057,height,n,17403,0.95 2058,physician,n,17707,0.93 2059,assess,v,19220,0.86 2060,sleep,n,17882,0.92 2061,plenty,p,17445,0.95 2062,ride,n,17654,0.93 2063,virtually,r,17426,0.94 2064,first,r,17332,0.95 2065,addition,i,17641,0.93 2066,sharp,j,17403,0.94 2067,creative,j,17597,0.93 2068,lower,v,17206,0.95 2069,behind,r,17347,0.95 2070,approve,v,17329,0.95 2071,explanation,n,17712,0.92 2072,outside,j,16797,0.97 2073,gay,j,17428,0.94 2074,campus,n,17541,0.93 2075,proper,j,17024,0.96 2076,live,j,17365,0.94 2077,guilty,j,17596,0.93 2078,living,j,16823,0.97 2079,acquire,v,17435,0.93 2080,compete,v,17264,0.94 2081,technical,j,17594,0.92 2082,plus,i,17202,0.94 2083,mind,v,17378,0.93 2084,potential,n,17523,0.92 2085,immigrant,n,17615,0.92 2086,weak,j,16628,0.97 2087,illegal,j,17258,0.94 2088,hi,u,18910,0.85 2089,alternative,n,17197,0.94 2090,interaction,n,19144,0.84 2091,column,n,16810,0.96 2092,personality,n,16933,0.95 2093,signal,n,16835,0.95 2094,curriculum,n,19193,0.84 2095,list,v,17006,0.94 2096,honor,n,16686,0.96 2097,passenger,n,16933,0.95 2098,assistance,n,17396,0.92 2099,forever,r,16890,0.95 2100,fun,j,16932,0.94 2101,regard,v,16890,0.94 2102,Israeli,j,17967,0.89 2103,association,n,17759,0.9 2104,twenty,m,17491,0.91 2105,knock,v,17146,0.93 2106,review,v,16916,0.94 2107,wrap,v,17073,0.93 2108,lab,n,16498,0.96 2109,offer,n,16612,0.95 2110,display,v,16806,0.94 2111,criticism,n,17049,0.93 2112,asset,n,16977,0.93 2113,depression,n,16976,0.93 2114,spiritual,j,17074,0.92 2115,musical,j,16931,0.93 2116,journalist,n,16858,0.93 2117,prayer,n,16296,0.97 2118,suspect,v,16194,0.97 2119,scholar,n,17482,0.9 2120,warning,n,16205,0.97 2121,climate,n,17189,0.91 2122,cheese,n,17416,0.9 2123,observation,n,17500,0.9 2124,childhood,n,16268,0.96 2125,payment,n,16704,0.94 2126,sir,n,17733,0.88 2127,permit,v,16764,0.93 2128,cigarette,n,17160,0.91 2129,definition,n,17499,0.89 2130,priority,n,16586,0.94 2131,bread,n,16686,0.94 2132,creation,n,16967,0.92 2133,graduate,n,16803,0.93 2134,request,n,16241,0.96 2135,emotion,n,16062,0.97 2136,scream,v,17342,0.9 2137,dramatic,j,16233,0.96 2138,universe,n,16596,0.94 2139,gap,n,16216,0.96 2140,excellent,j,16094,0.96 2141,deeply,r,15848,0.98 2142,prosecutor,n,17260,0.9 2143,mark,n,15973,0.97 2144,green,n,16776,0.92 2145,lucky,j,16550,0.94 2146,drag,v,16685,0.93 2147,airline,n,17164,0.9 2148,library,n,16314,0.95 2149,agenda,n,16449,0.94 2150,recover,v,15786,0.98 2151,factory,n,16240,0.95 2152,selection,n,16706,0.92 2153,primarily,r,17015,0.91 2154,roof,n,16520,0.93 2155,unable,j,15901,0.97 2156,expense,n,16274,0.94 2157,initiative,n,16445,0.93 2158,diet,n,16933,0.9 2159,arrest,v,16205,0.94 2160,funding,n,16282,0.94 2161,therapy,n,16351,0.93 2162,wash,v,16314,0.93 2163,schedule,n,15987,0.95 2164,sad,j,16163,0.94 2165,brief,j,15770,0.96 2166,housing,n,16403,0.93 2167,post,n,15693,0.97 2168,purchase,v,16064,0.94 2169,existing,j,16654,0.91 2170,dark,n,16865,0.9 2171,steel,n,15982,0.95 2172,regarding,i,17220,0.88 2173,shout,v,17239,0.88 2174,remaining,j,15992,0.95 2175,visual,j,17316,0.87 2176,fairly,r,15701,0.96 2177,chip,n,16162,0.94 2178,violent,j,15765,0.96 2179,silent,j,16802,0.9 2180,suppose,v,16562,0.91 2181,self,n,16708,0.9 2182,bike,n,17306,0.87 2183,tea,n,16373,0.92 2184,perceive,v,17180,0.88 2185,comparison,n,16809,0.9 2186,settlement,n,16172,0.93 2187,layer,n,16250,0.92 2188,planning,n,16434,0.91 2189,far,c,16006,0.94 2190,description,n,16415,0.91 2191,later,j,15734,0.95 2192,slow,v,15633,0.96 2193,slide,v,16805,0.89 2194,widely,r,16000,0.93 2195,wedding,n,15829,0.94 2196,inform,v,15725,0.95 2197,portion,n,15677,0.95 2198,territory,n,15831,0.94 2199,immediate,j,15680,0.95 2200,opponent,n,15803,0.94 2201,abandon,v,15323,0.97 2202,link,n,15738,0.94 2203,mass,j,15939,0.93 2204,lake,n,15836,0.94 2205,transform,v,15815,0.94 2206,tension,n,15614,0.95 2207,display,n,15575,0.95 2208,leading,j,15665,0.95 2209,bother,v,15870,0.94 2210,consist,v,16648,0.89 2211,alcohol,n,15877,0.93 2212,enable,v,16293,0.91 2213,bend,v,16285,0.91 2214,saving,n,15917,0.93 2215,gain,n,15822,0.94 2216,desert,n,15653,0.94 2217,shall,v,15997,0.92 2218,error,n,15980,0.93 2219,release,n,15540,0.95 2220,cop,n,16228,0.91 2221,Arab,j,16732,0.88 2222,double,j,15233,0.97 2223,walk,n,15632,0.94 2224,sand,n,15658,0.94 2225,Spanish,j,15512,0.95 2226,rule,v,15310,0.96 2227,hit,n,15766,0.93 2228,print,n,15634,0.94 2229,preserve,v,15527,0.95 2230,passage,n,15702,0.93 2231,formal,j,16078,0.91 2232,transition,n,16058,0.91 2233,existence,n,15969,0.92 2234,album,n,15869,0.92 2235,participation,n,17187,0.85 2236,arrange,v,15258,0.96 2237,atmosphere,n,15310,0.95 2238,joint,j,15444,0.95 2239,reply,v,16312,0.89 2240,cycle,n,15775,0.93 2241,opposite,j,15554,0.94 2242,lock,v,15616,0.93 2243,whole,n,15558,0.94 2244,deserve,v,14944,0.97 2245,consistent,j,16334,0.89 2246,resistance,n,15686,0.93 2247,discovery,n,15358,0.95 2248,tear,v,15575,0.93 2249,exposure,n,15979,0.91 2250,pose,v,15230,0.95 2251,stream,n,15400,0.94 2252,sale,n,15351,0.94 2253,trust,n,15170,0.96 2254,benefit,v,15424,0.94 2255,pot,n,15407,0.94 2256,grand,j,15659,0.93 2257,mine,p,15794,0.92 2258,hello,u,16600,0.87 2259,coalition,n,15720,0.92 2260,tale,n,15004,0.97 2261,knife,n,15792,0.92 2262,resolve,v,15260,0.95 2263,racial,j,15687,0.92 2264,phase,n,16045,0.9 2265,present,n,15267,0.95 2266,joke,n,15284,0.95 2267,coat,n,16010,0.9 2268,Mexican,j,15514,0.93 2269,symptom,n,15886,0.91 2270,contact,v,15359,0.94 2271,manufacturer,n,15741,0.92 2272,philosophy,n,15746,0.92 2273,potato,n,15561,0.93 2274,interview,v,15687,0.92 2275,foundation,n,15273,0.94 2276,quote,v,15415,0.93 2277,online,j,15848,0.91 2278,pass,n,15599,0.92 2279,negotiation,n,15680,0.92 2280,good,n,15259,0.94 2281,urge,v,14894,0.96 2282,occasion,n,14792,0.97 2283,dust,n,15475,0.93 2284,breathe,v,15813,0.91 2285,elect,v,15350,0.93 2286,investigator,n,15258,0.94 2287,jacket,n,15692,0.91 2288,glad,j,15556,0.92 2289,ordinary,j,14776,0.97 2290,reduction,n,15862,0.9 2291,rarely,r,14912,0.96 2292,shift,n,15114,0.94 2293,pack,v,15169,0.94 2294,suicide,n,15145,0.94 2295,numerous,j,15389,0.93 2296,touch,n,14939,0.95 2297,substance,n,15909,0.89 2298,discipline,n,15684,0.91 2299,elsewhere,r,14884,0.95 2300,iron,n,15043,0.94 2301,practical,j,15303,0.93 2302,moreover,r,16163,0.88 2303,passion,n,14632,0.97 2304,volunteer,n,14958,0.95 2305,implement,v,16124,0.88 2306,essentially,r,15020,0.94 2307,gene,n,15377,0.92 2308,enforcement,n,15052,0.94 2309,vs,i,16003,0.88 2310,sauce,n,15903,0.88 2311,independence,n,15259,0.92 2312,marketing,n,15259,0.92 2313,priest,n,14889,0.94 2314,amazing,j,15124,0.93 2315,intense,j,14452,0.97 2316,advance,n,14645,0.96 2317,employer,n,14846,0.94 2318,shock,n,14551,0.96 2319,inspire,v,14771,0.95 2320,adjust,v,14564,0.96 2321,retire,v,14979,0.93 2322,sure,r,14854,0.94 2323,visible,j,14691,0.95 2324,kiss,v,16128,0.87 2325,illness,n,14726,0.95 2326,cap,n,14672,0.95 2327,habit,n,14501,0.96 2328,competitive,j,14938,0.93 2329,juice,n,15388,0.9 2330,congressional,j,14936,0.93 2331,involvement,n,15640,0.89 2332,dominate,v,14768,0.94 2333,previously,r,15092,0.92 2334,whenever,r,14484,0.96 2335,transfer,v,14686,0.95 2336,analyze,v,15587,0.89 2337,another,p,14441,0.96 2338,attach,v,14552,0.95 2339,for,c,14594,0.95 2340,Indian,n,15021,0.92 2341,disaster,n,14684,0.95 2342,parking,n,14970,0.93 2343,prospect,n,14521,0.95 2344,boss,n,14587,0.95 2345,complaint,n,14551,0.95 2346,championship,n,16008,0.86 2347,coach,v,15910,0.87 2348,exercise,v,14766,0.94 2349,fundamental,j,15199,0.91 2350,severe,j,14609,0.95 2351,enhance,v,15393,0.9 2352,mystery,n,14211,0.97 2353,impose,v,14881,0.93 2354,poverty,n,14891,0.93 2355,other,i,14165,0.97 2356,entry,n,14643,0.94 2357,fat,j,14826,0.93 2358,spending,n,14965,0.92 2359,king,n,14445,0.95 2360,evaluate,v,15780,0.87 2361,symbol,n,14596,0.94 2362,still,j,14308,0.96 2363,trade,v,14624,0.94 2364,maker,n,14586,0.94 2365,mood,n,14227,0.96 2366,accomplish,v,14325,0.96 2367,emphasis,n,15337,0.89 2368,illustrate,v,15091,0.91 2369,boot,n,15033,0.91 2370,monitor,v,14499,0.94 2371,Asian,j,14873,0.92 2372,entertainment,n,14615,0.94 2373,bean,n,14996,0.91 2374,evaluation,n,16213,0.84 2375,creature,n,14852,0.92 2376,commander,n,14425,0.94 2377,digital,j,15048,0.9 2378,arrangement,n,14403,0.94 2379,concentrate,v,14155,0.96 2380,total,n,14559,0.93 2381,usual,j,14305,0.95 2382,anger,n,14241,0.95 2383,psychological,j,15249,0.89 2384,heavily,r,13964,0.97 2385,peak,n,14481,0.94 2386,approximately,r,15172,0.89 2387,increasing,j,14886,0.91 2388,disorder,n,14780,0.92 2389,missile,n,15147,0.89 2390,equally,r,14389,0.94 2391,vary,v,14954,0.9 2392,wire,n,14310,0.95 2393,round,n,14539,0.93 2394,distribution,n,15249,0.89 2395,transportation,n,14516,0.93 2396,holy,j,14090,0.96 2397,ring,v,14757,0.91 2398,twin,n,14610,0.92 2399,command,n,14022,0.96 2400,commission,n,14371,0.94 2401,interpretation,n,15613,0.86 2402,breakfast,n,14397,0.93 2403,stop,n,14117,0.95 2404,strongly,r,14459,0.93 2405,engineering,n,14853,0.9 2406,luck,n,14186,0.95 2407,so-called,j,14065,0.96 2408,constant,j,14069,0.95 2409,race,v,14233,0.94 2410,clinic,n,14016,0.96 2411,veteran,n,14366,0.93 2412,smell,v,15214,0.88 2413,tablespoon,n,15804,0.85 2414,capable,j,13933,0.96 2415,nervous,j,14100,0.95 2416,tourist,n,13895,0.96 2417,light,v,14720,0.91 2418,toss,v,14565,0.92 2419,crucial,j,14234,0.94 2420,bury,v,14030,0.95 2421,pray,v,14006,0.95 2422,tomato,n,14864,0.89 2423,exception,n,14136,0.94 2424,butter,n,14780,0.9 2425,deficit,n,15008,0.88 2426,bathroom,n,14725,0.9 2427,objective,n,15107,0.88 2428,block,v,13688,0.97 2429,electronic,j,14057,0.94 2430,ally,n,14025,0.94 2431,journey,n,13599,0.97 2432,reputation,n,13681,0.96 2433,mixture,n,14856,0.89 2434,surely,r,13904,0.95 2435,tower,n,13948,0.95 2436,smoke,n,14327,0.92 2437,confront,v,13757,0.96 2438,pure,j,13671,0.96 2439,glance,v,16008,0.82 2440,dimension,n,14965,0.88 2441,toy,n,13935,0.94 2442,prisoner,n,13928,0.94 2443,fellow,j,13585,0.97 2444,smooth,j,14148,0.93 2445,nearby,j,13820,0.95 2446,peer,n,14738,0.89 2447,designer,n,14210,0.92 2448,personnel,n,14095,0.93 2449,shape,v,13859,0.94 2450,educator,n,15447,0.85 2451,relative,n,13541,0.97 2452,immigration,n,14526,0.9 2453,belt,n,13826,0.94 2454,teaspoon,n,15767,0.83 2455,birthday,n,13757,0.95 2456,implication,n,14791,0.88 2457,perfectly,r,13671,0.95 2458,coast,n,13515,0.96 2459,supporter,n,13970,0.93 2460,accompany,v,13666,0.95 2461,silver,n,14033,0.92 2462,teenager,n,13615,0.95 2463,recognition,n,14249,0.91 2464,retirement,n,13964,0.93 2465,flag,n,13655,0.95 2466,recovery,n,13703,0.95 2467,whisper,v,15383,0.84 2468,watch,n,13996,0.93 2469,gentleman,n,14648,0.88 2470,corn,n,13739,0.94 2471,moon,n,13959,0.92 2472,inner,j,13545,0.95 2473,junior,j,13797,0.93 2474,rather,c,13611,0.95 2475,throat,n,14681,0.88 2476,salary,n,13885,0.93 2477,swing,v,14317,0.9 2478,observer,n,13806,0.93 2479,due,j,13252,0.97 2480,straight,j,13474,0.96 2481,publication,n,14045,0.92 2482,pretty,j,13951,0.92 2483,crop,n,13733,0.94 2484,dig,v,13633,0.94 2485,strike,n,13686,0.94 2486,permanent,j,13390,0.96 2487,plant,v,13526,0.95 2488,phenomenon,n,14087,0.91 2489,anxiety,n,14088,0.91 2490,unlike,i,13248,0.97 2491,wet,j,13963,0.92 2492,literally,r,13425,0.95 2493,resist,v,13330,0.96 2494,convention,n,14497,0.88 2495,embrace,v,13183,0.97 2496,supply,v,13399,0.95 2497,assist,v,13748,0.93 2498,exhibition,n,13987,0.91 2499,construct,v,14234,0.89 2500,viewer,n,13479,0.94 2501,pan,n,14148,0.9 2502,consultant,n,13646,0.93 2503,soon,c,13547,0.94 2504,line,v,13373,0.95 2505,administrator,n,14058,0.9 2506,date,v,13231,0.96 2507,occasionally,r,13321,0.95 2508,mayor,n,13903,0.91 2509,consideration,n,14047,0.9 2510,CEO,n,13956,0.91 2511,secure,v,13181,0.96 2512,pink,j,13849,0.91 2513,smoke,v,13438,0.94 2514,estimate,n,13718,0.92 2515,buck,n,13693,0.92 2516,historic,j,13507,0.94 2517,poem,n,13702,0.92 2518,grandmother,n,13670,0.92 2519,bind,v,13109,0.96 2520,fifth,m,13150,0.96 2521,constantly,r,13033,0.97 2522,enterprise,n,13542,0.93 2523,favor,v,13235,0.95 2524,testing,n,13725,0.92 2525,stomach,n,13845,0.91 2526,apparent,j,13434,0.93 2527,weigh,v,13051,0.96 2528,install,v,13584,0.92 2529,sensitive,j,13115,0.96 2530,suggestion,n,13145,0.95 2531,mail,n,13024,0.96 2532,recipe,n,13840,0.9 2533,reasonable,j,13130,0.95 2534,preparation,n,13553,0.92 2535,wooden,j,13518,0.92 2536,elementary,j,13831,0.9 2537,concert,n,13270,0.94 2538,aggressive,j,13191,0.95 2539,FALSE,j,12871,0.97 2540,intention,n,13207,0.94 2541,channel,n,12975,0.96 2542,extreme,j,13064,0.95 2543,tube,n,13364,0.93 2544,drawing,n,13377,0.93 2545,protein,n,14036,0.89 2546,quit,v,13045,0.95 2547,absence,n,13597,0.92 2548,roll,n,13053,0.95 2549,Latin,j,13797,0.9 2550,rapidly,r,13066,0.95 2551,jail,n,13324,0.93 2552,comment,v,12930,0.96 2553,diversity,n,13872,0.89 2554,honest,j,12916,0.96 2555,Palestinian,j,14008,0.88 2556,pace,n,12891,0.96 2557,employment,n,13673,0.9 2558,speaker,n,12889,0.96 2559,impression,n,12746,0.97 2560,essay,n,13802,0.89 2561,respondent,n,15057,0.82 2562,giant,j,12963,0.95 2563,cake,n,13336,0.92 2564,historian,n,13437,0.92 2565,negotiate,v,13043,0.94 2566,restore,v,12814,0.96 2567,substantial,j,13376,0.92 2568,pop,v,13123,0.93 2569,particular,r,13259,0.92 2570,specialist,n,13041,0.94 2571,origin,n,13654,0.9 2572,approval,n,12795,0.96 2573,mine,n,12824,0.95 2574,quietly,r,13503,0.91 2575,advise,v,12709,0.96 2576,conventional,j,13209,0.93 2577,drop,n,12757,0.96 2578,count,n,13007,0.94 2579,depth,n,12927,0.95 2580,wealth,n,12886,0.95 2581,disability,n,14197,0.86 2582,shell,n,12957,0.94 2583,general,r,13256,0.92 2584,criticize,v,12906,0.94 2585,fast,j,12738,0.96 2586,professional,n,13402,0.91 2587,effectively,r,13277,0.92 2588,biological,j,13233,0.92 2589,pack,n,13238,0.92 2590,onion,n,13769,0.88 2591,deputy,n,12972,0.94 2592,flat,j,12899,0.94 2593,brand,n,13103,0.93 2594,assure,v,12542,0.97 2595,mad,j,12903,0.94 2596,award,n,12874,0.94 2597,criteria,n,14160,0.86 2598,dealer,n,12999,0.93 2599,via,i,13064,0.93 2600,alternative,j,13289,0.91 2601,utility,n,13150,0.92 2602,precisely,r,12878,0.94 2603,arise,v,13351,0.91 2604,armed,j,12966,0.93 2605,nevertheless,r,13190,0.92 2606,highway,n,12649,0.96 2607,clinical,j,13593,0.89 2608,routine,n,12576,0.96 2609,schedule,v,12881,0.94 2610,wage,n,13033,0.93 2611,normally,r,12402,0.97 2612,phrase,n,12558,0.96 2613,ingredient,n,13382,0.9 2614,stake,n,12603,0.96 2615,Muslim,j,13147,0.92 2616,dream,v,12887,0.93 2617,fiber,n,13606,0.88 2618,activist,n,12737,0.94 2619,Islamic,j,13323,0.9 2620,snap,v,13362,0.9 2621,terrorism,n,13806,0.87 2622,refugee,n,13010,0.92 2623,incorporate,v,13310,0.9 2624,hip,n,12863,0.93 2625,ultimate,j,12542,0.95 2626,switch,v,12508,0.95 2627,corporation,n,12612,0.95 2628,valuable,j,12628,0.94 2629,assumption,n,13434,0.89 2630,gear,n,12872,0.93 2631,graduate,v,12480,0.95 2632,barrier,n,12772,0.93 2633,minor,j,12346,0.96 2634,provision,n,13256,0.9 2635,killer,n,12631,0.94 2636,assign,v,12836,0.93 2637,gang,n,12662,0.94 2638,developing,j,13171,0.9 2639,classic,j,12610,0.94 2640,chemical,n,12673,0.94 2641,wave,v,13567,0.87 2642,label,n,12497,0.95 2643,teen,n,12663,0.94 2644,index,n,12751,0.93 2645,vacation,n,12424,0.95 2646,advocate,n,12565,0.94 2647,draft,n,12684,0.93 2648,extraordinary,j,12356,0.96 2649,heaven,n,12461,0.95 2650,rough,j,12365,0.96 2651,yell,v,13131,0.9 2652,pregnant,j,12329,0.96 2653,distant,j,12542,0.94 2654,drama,n,12393,0.95 2655,satellite,n,12438,0.94 2656,personally,r,12317,0.95 2657,wonder,n,12265,0.96 2658,clock,n,12395,0.95 2659,chocolate,n,12682,0.92 2660,Italian,j,12384,0.95 2661,Canadian,j,12820,0.91 2662,ceiling,n,12668,0.92 2663,sweep,v,12431,0.94 2664,advertising,n,12601,0.93 2665,universal,j,12590,0.93 2666,spin,v,12673,0.92 2667,house,v,12268,0.95 2668,button,n,12552,0.93 2669,bell,n,12421,0.94 2670,rank,n,12236,0.95 2671,darkness,n,13275,0.88 2672,ahead,i,12125,0.96 2673,clothing,n,12078,0.96 2674,super,j,12586,0.92 2675,yield,v,12634,0.92 2676,fence,n,12390,0.94 2677,portrait,n,12340,0.94 2678,paint,n,12673,0.91 2679,survival,n,12335,0.94 2680,roughly,r,12200,0.95 2681,lawsuit,n,12656,0.91 2682,bottom,j,12169,0.95 2683,testimony,n,12679,0.91 2684,bunch,n,12225,0.95 2685,beat,n,13118,0.88 2686,wind,v,12054,0.96 2687,found,v,12376,0.93 2688,burden,n,12054,0.96 2689,react,v,11874,0.97 2690,chamber,n,12034,0.96 2691,furniture,n,12461,0.92 2692,cooperation,n,12833,0.9 2693,string,n,11974,0.96 2694,ceremony,n,11923,0.97 2695,communicate,v,12179,0.95 2696,taste,v,12397,0.93 2697,cheek,n,13411,0.86 2698,lost,j,11886,0.97 2699,profile,n,12089,0.95 2700,mechanism,n,12948,0.89 2701,disagree,v,12280,0.93 2702,like,r,13238,0.87 2703,penalty,n,12310,0.93 2704,match,n,12025,0.95 2705,ie,r,13724,0.83 2706,advance,v,12056,0.95 2707,resort,n,12379,0.92 2708,destruction,n,12356,0.92 2709,bear,n,12194,0.94 2710,unlikely,j,11869,0.96 2711,tissue,n,12342,0.92 2712,constitutional,j,12567,0.91 2713,pant,n,12457,0.91 2714,stranger,n,12261,0.93 2715,infection,n,12402,0.92 2716,cabinet,n,11846,0.96 2717,broken,j,12097,0.94 2718,apple,n,12172,0.93 2719,electric,j,12007,0.95 2720,proceed,v,11808,0.96 2721,track,v,11773,0.96 2722,bet,v,12079,0.94 2723,literary,j,12801,0.88 2724,virus,n,12106,0.93 2725,stupid,j,12467,0.91 2726,dispute,n,12203,0.93 2727,fortune,n,11815,0.96 2728,strategic,j,12347,0.92 2729,assistant,n,11828,0.96 2730,overcome,v,11801,0.96 2731,remarkable,j,11683,0.96 2732,occupy,v,11756,0.96 2733,statistics,n,12086,0.93 2734,shopping,n,11957,0.94 2735,cousin,n,12155,0.93 2736,encounter,v,11974,0.94 2737,wipe,v,12435,0.91 2738,initially,r,12022,0.94 2739,blind,j,12005,0.94 2740,white,n,11815,0.95 2741,port,n,11893,0.95 2742,honor,v,11653,0.96 2743,electricity,n,11954,0.94 2744,genetic,j,12069,0.93 2745,adviser,n,12112,0.93 2746,pay,n,11883,0.94 2747,spokesman,n,12689,0.88 2748,retain,v,12041,0.93 2749,latter,d,12527,0.89 2750,incentive,n,12105,0.92 2751,slave,n,11863,0.94 2752,chemical,j,12006,0.93 2753,translate,v,11722,0.95 2754,accurate,j,11842,0.94 2755,whereas,c,12668,0.88 2756,terror,n,12342,0.9 2757,though,r,12073,0.92 2758,expansion,n,12054,0.92 2759,elite,n,12329,0.9 2760,Olympic,j,13072,0.85 2761,dirt,n,12063,0.92 2762,odd,j,11849,0.94 2763,rice,n,11944,0.93 2764,bullet,n,11706,0.95 2765,tight,j,11641,0.95 2766,Bible,n,11539,0.96 2767,chart,n,11861,0.93 2768,solar,j,12121,0.91 2769,decline,n,11956,0.92 2770,conservative,n,11941,0.92 2771,process,v,11940,0.92 2772,square,j,11630,0.95 2773,stick,n,11795,0.94 2774,concentration,n,12146,0.91 2775,complicated,j,11306,0.98 2776,gently,r,12233,0.9 2777,champion,n,12247,0.9 2778,scenario,n,11747,0.94 2779,telescope,n,12754,0.86 2780,reflection,n,11882,0.93 2781,revolution,n,11800,0.93 2782,strip,n,11543,0.95 2783,interpret,v,12321,0.89 2784,friendly,j,11360,0.97 2785,tournament,n,12684,0.87 2786,fiction,n,11701,0.94 2787,detect,v,11776,0.93 2788,balance,v,11536,0.95 2789,likely,r,11551,0.95 2790,tremendous,j,11678,0.94 2791,lifetime,n,11293,0.97 2792,recommendation,n,11824,0.93 2793,flow,v,11365,0.96 2794,senator,n,12091,0.91 2795,market,v,11650,0.94 2796,hunting,n,12100,0.9 2797,salad,n,12103,0.9 2798,guarantee,v,11430,0.96 2799,innocent,j,11530,0.95 2800,boundary,n,12082,0.9 2801,pause,v,12583,0.87 2802,remote,j,11346,0.96 2803,satisfaction,n,12237,0.89 2804,journal,n,11849,0.92 2805,bench,n,11666,0.93 2806,lover,n,11499,0.95 2807,raw,j,11310,0.96 2808,awareness,n,12013,0.91 2809,surprising,j,11327,0.96 2810,withdraw,v,11352,0.96 2811,general,n,11344,0.96 2812,deck,n,11830,0.92 2813,similarly,r,12180,0.89 2814,newly,r,11388,0.95 2815,pole,n,11446,0.95 2816,testify,v,11843,0.91 2817,mode,n,12107,0.89 2818,dialogue,n,11706,0.92 2819,imply,v,12061,0.9 2820,naturally,r,11304,0.96 2821,mutual,j,11566,0.93 2822,founder,n,11570,0.93 2823,top,i,11397,0.95 2824,advanced,j,11626,0.93 2825,pride,n,11107,0.97 2826,dismiss,v,11160,0.97 2827,aircraft,n,11591,0.93 2828,delivery,n,11323,0.95 2829,mainly,r,11367,0.95 2830,bake,v,12253,0.88 2831,freeze,v,11596,0.93 2832,platform,n,11209,0.96 2833,finance,n,11501,0.94 2834,sink,v,11592,0.93 2835,attractive,j,11119,0.97 2836,respect,v,11083,0.97 2837,diverse,j,12015,0.89 2838,relevant,j,12212,0.88 2839,ideal,j,11609,0.92 2840,joy,n,11171,0.96 2841,worth,n,11237,0.95 2842,regularly,r,11329,0.95 2843,working,j,11200,0.96 2844,singer,n,11277,0.95 2845,evolve,v,11442,0.93 2846,shooting,n,11633,0.92 2847,partly,r,11132,0.96 2848,unknown,j,11095,0.96 2849,assistant,j,11391,0.94 2850,offense,n,11680,0.91 2851,counter,n,11676,0.91 2852,DNA,n,11580,0.92 2853,smell,n,12123,0.88 2854,potentially,r,11387,0.94 2855,transfer,n,11830,0.9 2856,thirty,m,11637,0.92 2857,justify,v,11409,0.93 2858,protest,n,11181,0.95 2859,crash,n,11250,0.94 2860,craft,n,11559,0.92 2861,treaty,n,11689,0.91 2862,terrorist,n,12169,0.87 2863,insight,n,11591,0.92 2864,possess,v,11474,0.93 2865,politically,r,11324,0.94 2866,tap,v,11279,0.94 2867,lie,n,11199,0.95 2868,extensive,j,11580,0.92 2869,episode,n,11070,0.96 2870,double,v,11195,0.95 2871,swim,v,11342,0.93 2872,tire,v,11494,0.92 2873,fault,n,11116,0.95 2874,loose,j,11299,0.94 2875,free,v,10898,0.97 2876,shortly,r,10864,0.97 2877,originally,r,10995,0.96 2878,considerable,j,11544,0.91 2879,prior,i,11746,0.9 2880,intellectual,j,11842,0.89 2881,mix,n,11247,0.94 2882,assault,n,11039,0.95 2883,relax,v,11202,0.94 2884,stair,n,12171,0.86 2885,adventure,n,11031,0.95 2886,external,j,12260,0.86 2887,proof,n,10775,0.97 2888,confident,j,10831,0.97 2889,headquarters,n,11135,0.94 2890,sudden,j,11370,0.92 2891,dirty,j,11112,0.94 2892,violation,n,11154,0.94 2893,tongue,n,11674,0.89 2894,license,n,10943,0.95 2895,hold,n,10984,0.95 2896,shelter,n,10891,0.96 2897,rub,v,11695,0.89 2898,controversy,n,11054,0.94 2899,entrance,n,11121,0.94 2900,favorite,n,11134,0.94 2901,practice,v,10858,0.96 2902,properly,r,10783,0.97 2903,fade,v,11373,0.92 2904,defensive,j,11442,0.91 2905,tragedy,n,11039,0.94 2906,net,n,10918,0.95 2907,characterize,v,11799,0.88 2908,funeral,n,11086,0.94 2909,profession,n,11469,0.91 2910,alter,v,11106,0.94 2911,spot,v,11143,0.93 2912,constitute,v,11945,0.87 2913,establishment,n,11355,0.91 2914,squeeze,v,11280,0.92 2915,imagination,n,10913,0.95 2916,target,v,10960,0.95 2917,mask,n,11196,0.93 2918,convert,v,10990,0.94 2919,comprehensive,j,11602,0.89 2920,prominent,j,10948,0.95 2921,presentation,n,11372,0.91 2922,regardless,r,11042,0.94 2923,easy,r,10790,0.96 2924,load,v,10736,0.96 2925,stable,j,10964,0.94 2926,introduction,n,11483,0.9 2927,appeal,v,10745,0.96 2928,pretend,v,11330,0.91 2929,not,c,11295,0.91 2930,elderly,j,10976,0.94 2931,representation,n,12063,0.85 2932,deer,n,11665,0.88 2933,split,v,10593,0.97 2934,violate,v,10822,0.95 2935,partnership,n,11115,0.92 2936,pollution,n,11396,0.9 2937,emission,n,11688,0.88 2938,steady,j,10715,0.96 2939,vital,j,10866,0.94 2940,neither,d,10587,0.97 2941,fate,n,10521,0.97 2942,earnings,n,11324,0.9 2943,oven,n,11454,0.89 2944,distinction,n,11383,0.9 2945,segment,n,10850,0.94 2946,nowhere,r,10658,0.96 2947,poet,n,10840,0.94 2948,mere,j,10778,0.95 2949,exciting,j,10595,0.96 2950,variation,n,11403,0.89 2951,comfort,n,10674,0.95 2952,radical,j,10924,0.93 2953,stress,v,10951,0.93 2954,adapt,v,10987,0.93 2955,Irish,j,10833,0.94 2956,honey,n,11009,0.92 2957,correspondent,n,12008,0.85 2958,pale,j,11598,0.88 2959,musician,n,10580,0.96 2960,significance,n,11520,0.88 2961,load,n,10869,0.93 2962,round,j,10771,0.94 2963,vessel,n,10920,0.93 2964,storage,n,10893,0.93 2965,flee,v,10508,0.96 2966,mm-hmm,u,13755,0.73 2967,leather,n,11155,0.91 2968,distribute,v,10747,0.94 2969,evolution,n,11066,0.91 2970,ill,j,10446,0.97 2971,tribe,n,10855,0.93 2972,shelf,n,10741,0.94 2973,can,n,10718,0.94 2974,grandfather,n,11003,0.91 2975,lawn,n,10815,0.93 2976,buyer,n,10953,0.92 2977,dining,n,10843,0.92 2978,wisdom,n,10561,0.95 2979,council,n,10695,0.94 2980,vulnerable,j,10397,0.96 2981,instance,n,10885,0.92 2982,garlic,n,11449,0.87 2983,capability,n,10906,0.92 2984,poetry,n,10671,0.94 2985,celebrity,n,10756,0.93 2986,gradually,r,10537,0.95 2987,stability,n,10901,0.91 2988,doubt,v,10352,0.96 2989,fantasy,n,10448,0.95 2990,scared,j,10752,0.93 2991,guide,v,10524,0.94 2992,plot,n,10484,0.95 2993,framework,n,11710,0.85 2994,gesture,n,10739,0.92 2995,depending,i,10461,0.95 2996,ongoing,j,10721,0.92 2997,psychology,n,11316,0.88 2998,since,r,10334,0.96 2999,counselor,n,12170,0.81 3000,witness,v,10178,0.97 3001,chapter,n,10579,0.94 3002,fellow,n,10339,0.96 3003,divorce,n,10322,0.96 3004,owe,v,10141,0.97 3005,pipe,n,10432,0.95 3006,athletic,j,10803,0.91 3007,slight,j,10500,0.94 3008,math,n,10430,0.94 3009,shade,n,10677,0.92 3010,tail,n,10663,0.92 3011,sustain,v,10550,0.93 3012,mount,v,10303,0.96 3013,obligation,n,10538,0.93 3014,angle,n,10456,0.94 3015,palm,n,11014,0.89 3016,differ,v,11222,0.88 3017,custom,n,10408,0.94 3018,store,v,10446,0.94 3019,economist,n,10625,0.92 3020,fifteen,m,10739,0.91 3021,soup,n,10571,0.93 3022,celebration,n,10209,0.96 3023,efficient,j,10452,0.94 3024,damage,v,10163,0.96 3025,composition,n,10961,0.89 3026,satisfy,v,10194,0.96 3027,pile,n,10594,0.92 3028,briefly,r,10125,0.97 3029,carbon,n,10799,0.9 3030,closer,j,9976,0.98 3031,consume,v,10308,0.95 3032,scheme,n,10428,0.93 3033,crack,n,10330,0.94 3034,frequency,n,11284,0.86 3035,tobacco,n,10600,0.92 3036,survivor,n,10317,0.94 3037,besides,r,10537,0.92 3038,in,c,9996,0.97 3039,psychologist,n,10698,0.91 3040,wealthy,j,10054,0.96 3041,galaxy,n,11159,0.87 3042,given,j,10622,0.91 3043,fund,v,10218,0.95 3044,ski,n,11656,0.83 3045,limitation,n,11038,0.88 3046,OK,j,10733,0.9 3047,trace,v,10033,0.96 3048,appointment,n,9993,0.97 3049,preference,n,10833,0.89 3050,meter,n,10246,0.94 3051,explosion,n,10148,0.95 3052,arrest,n,10250,0.94 3053,publicly,r,10169,0.95 3054,incredible,j,10342,0.93 3055,fighter,n,10306,0.94 3056,rapid,j,10427,0.92 3057,admission,n,10356,0.93 3058,hunter,n,10839,0.89 3059,educate,v,10171,0.95 3060,painful,j,9896,0.97 3061,friendship,n,10130,0.95 3062,aide,n,10335,0.93 3063,infant,n,10205,0.94 3064,calculate,v,10485,0.92 3065,fifty,m,10524,0.91 3066,rid,v,10104,0.95 3067,porch,n,10894,0.88 3068,tendency,n,10642,0.9 3069,uniform,n,10193,0.94 3070,formation,n,10553,0.91 3071,scholarship,n,10305,0.93 3072,reservation,n,10215,0.94 3073,efficiency,n,10579,0.91 3074,waste,v,9956,0.96 3075,qualify,v,10090,0.95 3076,mall,n,10189,0.94 3077,derive,v,10913,0.87 3078,scandal,n,10403,0.92 3079,PC,n,11072,0.86 3080,helpful,j,10120,0.94 3081,impress,v,9896,0.96 3082,heel,n,10288,0.93 3083,resemble,v,10050,0.95 3084,privacy,n,9956,0.96 3085,fabric,n,10320,0.92 3086,surprise,v,10023,0.95 3087,contest,n,10002,0.95 3088,proportion,n,10521,0.9 3089,guideline,n,10303,0.92 3090,rifle,n,10204,0.93 3091,maintenance,n,10167,0.93 3092,conviction,n,9834,0.96 3093,trick,n,10041,0.94 3094,organic,j,10572,0.89 3095,tent,n,10110,0.94 3096,examination,n,10722,0.88 3097,publisher,n,10282,0.92 3098,strengthen,v,10159,0.93 3099,French,n,9845,0.96 3100,proposed,j,10288,0.92 3101,myth,n,10161,0.93 3102,sophisticated,j,9886,0.95 3103,cow,n,10032,0.94 3104,etc,r,10112,0.93 3105,standing,n,9691,0.97 3106,asleep,j,10684,0.88 3107,tennis,n,9985,0.94 3108,nerve,n,9933,0.94 3109,barrel,n,9951,0.94 3110,bombing,n,10462,0.9 3111,membership,n,10273,0.91 3112,ratio,n,10457,0.9 3113,menu,n,10238,0.91 3114,purchase,n,10001,0.94 3115,controversial,j,9918,0.94 3116,desperate,j,9795,0.96 3117,rate,v,10244,0.91 3118,lifestyle,n,9904,0.94 3119,humor,n,9654,0.97 3120,loud,j,10324,0.9 3121,glove,n,10218,0.91 3122,suspect,n,10204,0.91 3123,sufficient,j,10275,0.91 3124,narrative,n,10954,0.85 3125,photographer,n,9739,0.96 3126,helicopter,n,9986,0.93 3127,Catholic,n,9955,0.94 3128,modest,j,9746,0.96 3129,provider,n,10196,0.91 3130,delay,n,9868,0.94 3131,agricultural,j,10535,0.88 3132,explode,v,9821,0.95 3133,stroke,n,9891,0.94 3134,scope,n,10115,0.92 3135,punishment,n,9986,0.93 3136,handful,n,9735,0.95 3137,badly,r,9652,0.96 3138,horizon,n,9857,0.94 3139,curious,j,9738,0.95 3140,downtown,j,10172,0.91 3141,girlfriend,n,9832,0.94 3142,prompt,v,9741,0.95 3143,request,v,9619,0.96 3144,cholesterol,n,10641,0.87 3145,absorb,v,9762,0.95 3146,adjustment,n,10309,0.9 3147,taxpayer,n,10113,0.91 3148,eager,j,9627,0.96 3149,principal,n,9920,0.93 3150,detailed,j,10006,0.92 3151,motivation,n,10566,0.87 3152,assignment,n,9874,0.93 3153,restriction,n,9928,0.93 3154,across,r,9825,0.94 3155,Palestinian,n,10484,0.88 3156,laboratory,n,9972,0.92 3157,workshop,n,9926,0.93 3158,differently,r,9565,0.96 3159,auto,n,10006,0.92 3160,romantic,j,9561,0.96 3161,cotton,n,9734,0.94 3162,motor,n,9977,0.92 3163,sue,v,9797,0.94 3164,flavor,n,10143,0.91 3165,overlook,v,9553,0.96 3166,float,v,9982,0.92 3167,undergo,v,9826,0.93 3168,sequence,n,10041,0.91 3169,demonstration,n,9729,0.94 3170,jet,n,9690,0.95 3171,orange,j,9755,0.94 3172,consumption,n,10162,0.9 3173,assert,v,10125,0.9 3174,blade,n,10394,0.88 3175,temporary,j,9465,0.96 3176,medication,n,9789,0.93 3177,print,v,9508,0.96 3178,cabin,n,9955,0.92 3179,bite,v,9982,0.91 3180,relative,j,10283,0.89 3181,edition,n,9638,0.95 3182,valley,n,9708,0.94 3183,yours,p,10004,0.91 3184,pitch,n,9586,0.95 3185,pine,n,9824,0.93 3186,brilliant,j,9493,0.96 3187,versus,i,10007,0.91 3188,manufacturing,n,9822,0.92 3189,risk,v,9285,0.98 3190,Christian,n,9751,0.93 3191,complex,n,9573,0.95 3192,absolute,j,9622,0.94 3193,chef,n,10131,0.89 3194,discrimination,n,9872,0.92 3195,offensive,j,9902,0.91 3196,German,n,9586,0.94 3197,suit,v,9477,0.95 3198,boom,n,9457,0.96 3199,register,v,9389,0.96 3200,appoint,v,9541,0.95 3201,heritage,n,9670,0.93 3202,God,n,9694,0.93 3203,terrorist,j,10390,0.87 3204,dominant,j,10143,0.89 3205,successfully,r,9728,0.93 3206,shit,n,11047,0.82 3207,lemon,n,10095,0.89 3208,hungry,j,9653,0.93 3209,sense,v,9697,0.93 3210,dry,v,9678,0.93 3211,wander,v,9822,0.92 3212,submit,v,9507,0.95 3213,economics,n,9758,0.92 3214,naked,j,9897,0.91 3215,anticipate,v,9345,0.96 3216,nut,n,9605,0.94 3217,legacy,n,9461,0.95 3218,extension,n,9672,0.93 3219,shrug,v,10689,0.84 3220,fly,n,9689,0.93 3221,battery,n,9793,0.92 3222,arrival,n,9302,0.97 3223,legitimate,j,9543,0.94 3224,orientation,n,10613,0.85 3225,inflation,n,9758,0.92 3226,cope,v,9952,0.9 3227,flame,n,9716,0.92 3228,cluster,n,9821,0.91 3229,host,v,9750,0.92 3230,wound,n,9404,0.95 3231,dependent,j,10029,0.89 3232,shower,n,9624,0.93 3233,institutional,j,10397,0.86 3234,depict,v,9721,0.92 3235,operating,n,9480,0.94 3236,flesh,n,9867,0.9 3237,garage,n,9573,0.93 3238,operator,n,9351,0.95 3239,instructor,n,9912,0.9 3240,collapse,v,9163,0.97 3241,borrow,v,9150,0.97 3242,furthermore,r,10349,0.86 3243,comedy,n,9596,0.93 3244,mortgage,n,10022,0.89 3245,sanction,n,10163,0.87 3246,civilian,j,9684,0.92 3247,twelve,m,9638,0.92 3248,weekly,j,9297,0.95 3249,habitat,n,9665,0.92 3250,grain,n,9520,0.93 3251,brush,v,9806,0.9 3252,consciousness,n,9758,0.91 3253,devote,v,9326,0.95 3254,crack,v,9334,0.94 3255,measurement,n,10187,0.87 3256,province,n,9491,0.93 3257,ease,v,9247,0.95 3258,seize,v,9106,0.97 3259,ethics,n,9561,0.92 3260,nomination,n,9698,0.91 3261,permission,n,9298,0.95 3262,wise,j,9101,0.97 3263,actress,n,9448,0.93 3264,summit,n,9628,0.91 3265,acid,n,9772,0.9 3266,odds,n,9094,0.96 3267,gifted,j,10941,0.8 3268,frustration,n,9005,0.97 3269,medium,n,9523,0.92 3270,function,v,9570,0.91 3271,physically,r,9039,0.97 3272,grant,n,9372,0.93 3273,distinguish,v,9664,0.9 3274,shore,n,9191,0.95 3275,repeatedly,r,9059,0.96 3276,lung,n,9206,0.95 3277,firm,j,9036,0.97 3278,running,j,9271,0.94 3279,correct,v,8988,0.97 3280,distinct,j,9682,0.9 3281,artistic,j,9423,0.93 3282,discourse,n,10560,0.83 3283,basket,n,9316,0.94 3284,ah,u,9788,0.89 3285,fighting,n,9274,0.94 3286,impressive,j,9100,0.95 3287,competitor,n,9377,0.93 3288,ugly,j,9267,0.94 3289,worried,j,9215,0.94 3290,portray,v,9202,0.94 3291,powder,n,9639,0.9 3292,ghost,n,9564,0.91 3293,persuade,v,8998,0.96 3294,moderate,j,9220,0.94 3295,subsequent,j,9796,0.89 3296,continued,j,9402,0.92 3297,cookie,n,9480,0.91 3298,carrier,n,9251,0.94 3299,cooking,n,9403,0.92 3300,frequent,j,9267,0.93 3301,ban,v,9226,0.94 3302,swing,n,9214,0.94 3303,orange,n,9219,0.94 3304,awful,j,9300,0.93 3305,admire,v,9016,0.96 3306,pet,n,9118,0.95 3307,miracle,n,8981,0.96 3308,exceed,v,9362,0.92 3309,rhythm,n,9010,0.96 3310,widespread,j,9319,0.93 3311,killing,n,9109,0.95 3312,lovely,j,9327,0.92 3313,sin,n,9048,0.95 3314,charity,n,9054,0.95 3315,script,n,8924,0.96 3316,tactic,n,8993,0.96 3317,identification,n,9793,0.88 3318,transformation,n,9561,0.9 3319,everyday,j,9065,0.95 3320,headline,n,9272,0.92 3321,crash,v,9101,0.94 3322,venture,n,9278,0.92 3323,invasion,n,9412,0.91 3324,military,n,9288,0.92 3325,nonetheless,r,9168,0.93 3326,adequate,j,9406,0.91 3327,piano,n,8968,0.95 3328,grocery,n,9017,0.95 3329,intensity,n,9238,0.92 3330,exhibit,v,9459,0.9 3331,high,r,8771,0.97 3332,blanket,n,9385,0.91 3333,margin,n,8994,0.95 3334,principal,j,9218,0.92 3335,quarterback,n,10014,0.85 3336,mouse,n,9449,0.9 3337,rope,n,9300,0.91 3338,concrete,j,8871,0.96 3339,prescription,n,9169,0.93 3340,African-American,j,9121,0.93 3341,chase,v,8980,0.95 3342,document,v,9274,0.91 3343,brick,n,9069,0.93 3344,recruit,v,9028,0.94 3345,patch,n,9155,0.93 3346,consensus,n,9250,0.92 3347,horror,n,8875,0.95 3348,recording,n,8866,0.95 3349,changing,j,9055,0.93 3350,painter,n,9153,0.92 3351,colonial,j,9628,0.88 3352,pie,n,9019,0.94 3353,sake,n,8954,0.94 3354,gaze,n,9852,0.86 3355,courage,n,8720,0.97 3356,pregnancy,n,8944,0.94 3357,swear,v,9181,0.92 3358,defeat,v,8945,0.94 3359,clue,n,8732,0.97 3360,reinforce,v,9345,0.9 3361,win,n,9584,0.88 3362,confusion,n,8751,0.96 3363,slice,n,9337,0.9 3364,occupation,n,9115,0.92 3365,dear,j,9151,0.92 3366,coal,n,8928,0.94 3367,sacred,j,9018,0.93 3368,criminal,n,8854,0.95 3369,formula,n,8965,0.94 3370,cognitive,j,10166,0.83 3371,collective,j,9384,0.9 3372,exact,j,8643,0.97 3373,uncle,n,9355,0.9 3374,square,n,8906,0.94 3375,captain,n,9087,0.92 3376,sigh,v,10099,0.83 3377,attribute,v,9228,0.91 3378,dare,v,9033,0.93 3379,okay,j,9499,0.88 3380,homeless,j,9149,0.92 3381,cool,v,8980,0.93 3382,gallery,n,8963,0.93 3383,soccer,n,9212,0.91 3384,defendant,n,9230,0.91 3385,tunnel,n,9024,0.93 3386,fitness,n,9261,0.9 3387,lap,n,9260,0.9 3388,grave,n,8868,0.94 3389,toe,n,9047,0.92 3390,container,n,8956,0.93 3391,virtue,n,9111,0.91 3392,abroad,r,8788,0.95 3393,architect,n,8969,0.93 3394,dramatically,r,8712,0.95 3395,makeup,n,8916,0.93 3396,inquiry,n,9136,0.91 3397,rose,n,8988,0.92 3398,surprisingly,r,8704,0.95 3399,highlight,v,9119,0.91 3400,decrease,v,9291,0.89 3401,indication,n,8715,0.95 3402,rail,n,8826,0.93 3403,anniversary,n,8676,0.95 3404,couch,n,9209,0.89 3405,alliance,n,8948,0.92 3406,hypothesis,n,9890,0.83 3407,boyfriend,n,8755,0.94 3408,compose,v,8866,0.93 3409,peer,v,9099,0.9 3410,mess,n,8745,0.94 3411,rank,v,8879,0.92 3412,legend,n,8660,0.95 3413,regulate,v,8856,0.93 3414,adolescent,n,10568,0.78 3415,shine,v,8984,0.91 3416,norm,n,9360,0.88 3417,upset,v,8570,0.96 3418,remark,n,8453,0.97 3419,resign,v,8867,0.92 3420,reward,n,8662,0.94 3421,gentle,j,8766,0.93 3422,related,j,9227,0.89 3423,organ,n,8596,0.95 3424,lightly,r,8893,0.92 3425,concerning,i,9329,0.87 3426,invent,v,8461,0.96 3427,laughter,n,9019,0.9 3428,fit,j,8550,0.95 3429,northwest,n,8650,0.94 3430,counseling,n,9303,0.88 3431,tight,r,8980,0.91 3432,receiver,n,8882,0.92 3433,ritual,n,8883,0.92 3434,insect,n,8814,0.92 3435,interrupt,v,8757,0.93 3436,salmon,n,8860,0.92 3437,favor,n,8403,0.97 3438,trading,n,8787,0.93 3439,concern,v,8702,0.93 3440,magic,j,8506,0.95 3441,superior,j,8632,0.94 3442,combat,n,8675,0.94 3443,stem,n,8963,0.9 3444,surgeon,n,8519,0.95 3445,acceptable,j,8723,0.93 3446,physics,n,9184,0.88 3447,rape,n,8790,0.92 3448,counsel,n,9387,0.86 3449,brush,n,8821,0.92 3450,jeans,n,8851,0.91 3451,hunt,v,8812,0.92 3452,continuous,j,8996,0.9 3453,log,n,8606,0.94 3454,echo,v,8477,0.95 3455,pill,n,8537,0.94 3456,excited,j,8491,0.95 3457,sculpture,n,8659,0.93 3458,compound,n,8573,0.94 3459,integrate,v,9060,0.89 3460,flour,n,9103,0.88 3461,bitter,j,8353,0.96 3462,bare,j,8943,0.9 3463,slope,n,8573,0.94 3464,rent,v,8446,0.95 3465,presidency,n,8814,0.91 3466,serving,n,9453,0.85 3467,subtle,j,8442,0.95 3468,greatly,r,8648,0.93 3469,bishop,n,8639,0.93 3470,drinking,n,8446,0.95 3471,delay,v,8333,0.96 3472,cry,n,8648,0.93 3473,acceptance,n,8870,0.9 3474,collapse,n,8397,0.95 3475,shop,v,8509,0.94 3476,pump,n,8617,0.93 3477,candy,n,8633,0.93 3478,evil,n,8391,0.95 3479,final,n,8964,0.89 3480,finance,v,8571,0.93 3481,pleased,j,8502,0.94 3482,medal,n,8991,0.89 3483,beg,v,8542,0.93 3484,sponsor,v,8542,0.93 3485,ethical,j,9018,0.88 3486,secondary,j,9121,0.87 3487,slam,v,9076,0.88 3488,export,n,9013,0.88 3489,experimental,j,9019,0.88 3490,melt,v,8533,0.93 3491,midnight,n,8440,0.94 3492,net,j,8563,0.93 3493,curve,n,8397,0.95 3494,integrity,n,8463,0.94 3495,entitle,v,8381,0.95 3496,evident,j,8753,0.91 3497,logic,n,8646,0.92 3498,essence,n,8388,0.94 3499,park,v,8650,0.92 3500,exclude,v,8780,0.9 3501,harsh,j,8092,0.98 3502,closet,n,8597,0.92 3503,suburban,j,8463,0.93 3504,greet,v,8367,0.94 3505,favor,i,8357,0.94 3506,interior,n,8370,0.94 3507,corridor,n,8842,0.89 3508,murder,v,8462,0.93 3509,retail,j,8600,0.92 3510,pitcher,n,8835,0.89 3511,march,v,8267,0.95 3512,snake,n,8523,0.92 3513,pitch,v,8628,0.91 3514,excuse,v,8722,0.9 3515,cross,n,8207,0.96 3516,weakness,n,8275,0.95 3517,pig,n,8307,0.95 3518,cold,n,8527,0.92 3519,classical,j,8475,0.93 3520,estimated,j,8464,0.93 3521,T-shirt,n,8386,0.94 3522,online,r,8729,0.9 3523,unemployment,n,8471,0.93 3524,civilization,n,8447,0.93 3525,fold,v,8630,0.91 3526,patient,j,8504,0.92 3527,pop,n,8316,0.94 3528,daily,r,8405,0.93 3529,reverse,v,8154,0.96 3530,missing,j,8232,0.95 3531,correlation,n,9584,0.82 3532,humanity,n,8259,0.95 3533,flash,v,8815,0.89 3534,developer,n,8671,0.9 3535,reliable,j,8302,0.94 3536,excitement,n,8160,0.96 3537,beef,n,8416,0.93 3538,Islam,n,8755,0.89 3539,Roman,j,8299,0.94 3540,stretch,n,8285,0.94 3541,architecture,n,8449,0.92 3542,occasional,j,8162,0.95 3543,administrative,j,8895,0.88 3544,elbow,n,8536,0.91 3545,deadly,j,8196,0.95 3546,Muslim,n,8498,0.91 3547,Hispanic,j,8690,0.89 3548,allegation,n,8675,0.89 3549,tip,v,8300,0.93 3550,confuse,v,8045,0.96 3551,airplane,n,8254,0.94 3552,monthly,j,8335,0.93 3553,duck,n,8335,0.93 3554,dose,n,8291,0.93 3555,Korean,j,8441,0.92 3556,plead,v,8140,0.95 3557,initiate,v,8630,0.9 3558,lecture,n,8278,0.93 3559,van,n,8364,0.92 3560,sixth,m,8170,0.95 3561,bay,n,8209,0.94 3562,mainstream,j,8170,0.94 3563,suburb,n,8249,0.93 3564,sandwich,n,8298,0.93 3565,unlike,j,8103,0.95 3566,trunk,n,8400,0.92 3567,rumor,n,8023,0.96 3568,implementation,n,9293,0.83 3569,swallow,v,8583,0.9 3570,motivate,v,8324,0.92 3571,render,v,8288,0.93 3572,longtime,j,8439,0.91 3573,trap,v,8030,0.96 3574,restrict,v,8340,0.92 3575,cloth,n,8287,0.93 3576,seemingly,r,8010,0.96 3577,legislative,j,8384,0.91 3578,effectiveness,n,8889,0.86 3579,enforce,v,8162,0.94 3580,lens,n,8313,0.92 3581,reach,n,7982,0.96 3582,inspector,n,8652,0.88 3583,lend,v,7961,0.96 3584,plain,j,8015,0.95 3585,fraud,n,8176,0.93 3586,companion,n,8136,0.94 3587,contend,v,8249,0.93 3588,nail,n,8255,0.92 3589,array,n,8167,0.93 3590,strict,j,8013,0.95 3591,assemble,v,7996,0.95 3592,frankly,r,8620,0.88 3593,rat,n,8177,0.93 3594,burst,v,8393,0.91 3595,hallway,n,8717,0.87 3596,cave,n,8261,0.92 3597,inevitable,j,7889,0.96 3598,southwest,n,8190,0.93 3599,monster,n,8164,0.93 3600,speed,v,7936,0.96 3601,protest,v,7871,0.96 3602,unexpected,j,7829,0.97 3603,obstacle,n,8075,0.94 3604,facilitate,v,8946,0.85 3605,encounter,n,8073,0.94 3606,rip,v,8164,0.93 3607,herb,n,8279,0.91 3608,overwhelming,j,7831,0.97 3609,integration,n,8847,0.85 3610,crystal,n,8035,0.94 3611,recession,n,8809,0.86 3612,wish,n,7789,0.97 3613,top,v,8162,0.92 3614,written,j,8371,0.9 3615,motive,n,8029,0.94 3616,label,v,7969,0.95 3617,flood,n,7986,0.94 3618,pen,n,8117,0.93 3619,ownership,n,8177,0.92 3620,nightmare,n,7895,0.95 3621,notice,n,7762,0.97 3622,inspection,n,8128,0.93 3623,supervisor,n,8049,0.93 3624,consult,v,7778,0.96 3625,arena,n,8008,0.94 3626,laugh,n,8164,0.92 3627,diagnosis,n,8454,0.89 3628,possession,n,7828,0.96 3629,forgive,v,8003,0.93 3630,warm,v,7973,0.94 3631,consistently,r,8104,0.92 3632,basement,n,7988,0.94 3633,project,v,7871,0.95 3634,drift,v,8311,0.9 3635,drain,v,8123,0.92 3636,last,r,8415,0.89 3637,prosecution,n,8941,0.83 3638,maximum,j,8075,0.92 3639,announcement,n,7863,0.95 3640,warrior,n,7975,0.93 3641,prediction,n,7996,0.93 3642,bacteria,n,8256,0.9 3643,questionnaire,n,9123,0.82 3644,mud,n,8026,0.93 3645,infrastructure,n,7961,0.93 3646,hurry,v,8723,0.85 3647,privilege,n,7923,0.94 3648,temple,n,7949,0.94 3649,medium,j,8586,0.87 3650,outdoor,j,8101,0.92 3651,suck,v,8204,0.91 3652,and/or,c,8481,0.88 3653,broadcast,n,8130,0.91 3654,re,i,15773,0.47 3655,leap,v,8376,0.89 3656,random,j,7818,0.95 3657,past,r,7921,0.94 3658,wrist,n,8250,0.9 3659,curtain,n,8204,0.9 3660,monitor,n,7879,0.94 3661,pond,n,7971,0.93 3662,domain,n,8641,0.86 3663,guilt,n,7746,0.96 3664,cattle,n,7827,0.95 3665,subject,i,8087,0.91 3666,walking,n,7847,0.94 3667,playoff,n,8803,0.84 3668,minimum,j,8011,0.92 3669,fiscal,j,8005,0.92 3670,skirt,n,8167,0.9 3671,dump,v,7689,0.96 3672,hence,r,8468,0.87 3673,database,n,8094,0.91 3674,uncomfortable,j,7667,0.96 3675,aim,n,7973,0.92 3676,execute,v,7671,0.96 3677,limb,n,8018,0.92 3678,ideology,n,8485,0.87 3679,average,v,8106,0.91 3680,welcome,j,7798,0.94 3681,tune,v,7934,0.92 3682,continuing,j,7845,0.94 3683,harm,n,7619,0.96 3684,railroad,n,7796,0.94 3685,endure,v,7586,0.97 3686,radiation,n,7912,0.93 3687,horn,n,7813,0.94 3688,chronic,j,8036,0.91 3689,peaceful,j,7704,0.95 3690,innovation,n,8099,0.9 3691,strain,n,7713,0.95 3692,guitar,n,7712,0.95 3693,replacement,n,7734,0.94 3694,behave,v,7546,0.97 3695,administer,v,8135,0.9 3696,simultaneously,r,7960,0.92 3697,dancer,n,7664,0.95 3698,amendment,n,8132,0.9 3699,guard,v,7659,0.95 3700,pad,n,7846,0.93 3701,transmission,n,7829,0.93 3702,await,v,7550,0.96 3703,retired,j,7869,0.92 3704,trigger,v,7630,0.95 3705,spill,v,7798,0.93 3706,grateful,j,7597,0.96 3707,grace,n,7634,0.95 3708,virtual,j,7776,0.93 3709,response,i,7868,0.92 3710,colony,n,7822,0.93 3711,adoption,n,7986,0.91 3712,slide,n,7780,0.93 3713,indigenous,j,8785,0.83 3714,closed,j,7500,0.97 3715,convict,v,7940,0.91 3716,civilian,n,7889,0.92 3717,towel,n,7978,0.91 3718,modify,v,8997,0.8 3719,particle,n,7925,0.91 3720,award,v,7666,0.94 3721,glance,n,8122,0.89 3722,prize,n,7519,0.96 3723,landing,n,7646,0.94 3724,conduct,n,7821,0.92 3725,blue,n,7671,0.94 3726,boost,v,7863,0.92 3727,bat,n,7694,0.94 3728,alarm,n,7631,0.94 3729,festival,n,7775,0.92 3730,grip,n,7724,0.93 3731,weird,j,7709,0.93 3732,undermine,v,7762,0.92 3733,freshman,n,7849,0.91 3734,sweat,n,8036,0.89 3735,hay,n,7618,0.94 3736,European,n,7688,0.93 3737,drunk,j,7890,0.91 3738,survey,v,7556,0.95 3739,research,v,7618,0.94 3740,separation,n,7760,0.92 3741,traditionally,r,7717,0.93 3742,stuff,v,7687,0.93 3743,govern,v,7668,0.93 3744,southeast,n,7589,0.94 3745,intelligent,j,7373,0.97 3746,wherever,r,7382,0.97 3747,ballot,n,9217,0.77 3748,rhetoric,n,7765,0.92 3749,convinced,j,7389,0.97 3750,driving,j,7438,0.96 3751,vitamin,n,8245,0.86 3752,enthusiasm,n,7368,0.97 3753,accommodate,v,7571,0.94 3754,praise,v,7379,0.96 3755,injure,v,7574,0.94 3756,wilderness,n,7916,0.9 3757,nearby,r,7545,0.94 3758,endless,j,7458,0.95 3759,mandate,n,7704,0.92 3760,pause,n,8140,0.87 3761,excuse,n,7388,0.96 3762,respectively,r,8223,0.86 3763,uncertainty,n,7671,0.92 3764,chaos,n,7304,0.97 3765,short,r,7495,0.95 3766,mechanical,j,7835,0.9 3767,canvas,n,7795,0.91 3768,forty,m,7692,0.92 3769,matter,d,7396,0.96 3770,lobby,n,7556,0.94 3771,profound,j,7477,0.95 3772,format,n,7910,0.9 3773,trait,n,7980,0.89 3774,currency,n,7753,0.91 3775,turkey,n,7757,0.91 3776,reserve,n,7585,0.93 3777,beam,n,7625,0.93 3778,abuse,v,7554,0.94 3779,astronomer,n,8157,0.87 3780,corruption,n,7518,0.94 3781,contractor,n,7634,0.92 3782,apologize,v,7485,0.94 3783,doctrine,n,8081,0.87 3784,genuine,j,7336,0.96 3785,thumb,n,7659,0.92 3786,unity,n,7810,0.9 3787,compromise,n,7469,0.94 3788,horrible,j,7538,0.93 3789,behavioral,j,8320,0.85 3790,exclusive,j,7402,0.95 3791,scatter,v,7461,0.94 3792,commonly,r,7861,0.89 3793,convey,v,7529,0.93 3794,rush,n,7458,0.94 3795,twist,v,7875,0.89 3796,complexity,n,7813,0.9 3797,fork,n,7742,0.91 3798,disk,n,7898,0.89 3799,relieve,v,7352,0.95 3800,suspicion,n,7187,0.97 3801,lock,n,7605,0.92 3802,finish,n,7585,0.92 3803,residence,n,7332,0.95 3804,shame,n,7347,0.95 3805,meaningful,j,7719,0.9 3806,sidewalk,n,7668,0.91 3807,Olympics,n,8039,0.87 3808,technological,j,7780,0.9 3809,signature,n,7349,0.95 3810,pleasant,j,7425,0.94 3811,wow,u,8016,0.87 3812,suspend,v,7228,0.96 3813,rebel,n,7525,0.92 3814,frozen,j,7474,0.93 3815,desire,v,7454,0.93 3816,spouse,n,7510,0.93 3817,fluid,n,7464,0.93 3818,pension,n,7660,0.91 3819,resume,v,7243,0.96 3820,theoretical,j,8320,0.83 3821,sodium,n,7998,0.87 3822,blow,n,7324,0.95 3823,promotion,n,7416,0.94 3824,delicate,j,7332,0.95 3825,forehead,n,8123,0.85 3826,rebuild,v,7474,0.93 3827,bounce,v,7451,0.93 3828,electrical,j,7347,0.94 3829,hook,n,7382,0.94 3830,detective,n,7441,0.93 3831,traveler,n,7336,0.94 3832,click,v,7549,0.92 3833,compensation,n,7512,0.92 3834,signal,v,7171,0.97 3835,exit,n,7333,0.94 3836,attraction,n,7280,0.95 3837,dedicate,v,7226,0.96 3838,altogether,r,7147,0.97 3839,pickup,n,7415,0.93 3840,carve,v,7294,0.95 3841,needle,n,7378,0.94 3842,belly,n,7784,0.89 3843,ship,v,7264,0.95 3844,scare,v,7367,0.94 3845,portfolio,n,7663,0.9 3846,shuttle,n,7593,0.91 3847,invisible,j,7355,0.94 3848,timing,n,7345,0.94 3849,engagement,n,7675,0.9 3850,ankle,n,7397,0.93 3851,transaction,n,7418,0.93 3852,rescue,v,7187,0.96 3853,counterpart,n,7484,0.92 3854,historically,r,7426,0.92 3855,firmly,r,7189,0.95 3856,mild,j,7211,0.95 3857,rider,n,7450,0.92 3858,doll,n,7351,0.93 3859,noon,n,7425,0.92 3860,exhibit,n,7326,0.93 3861,amid,i,7264,0.94 3862,identical,j,7247,0.94 3863,precise,j,7211,0.95 3864,anxious,j,7096,0.96 3865,structural,j,7870,0.87 3866,residential,j,7415,0.92 3867,loud,r,7541,0.9 3868,diagnose,v,7255,0.94 3869,carbohydrate,n,8057,0.85 3870,liberty,n,7442,0.91 3871,poster,n,7069,0.96 3872,theology,n,7866,0.86 3873,nonprofit,j,7482,0.91 3874,crawl,v,7596,0.9 3875,oxygen,n,7191,0.94 3876,handsome,j,7512,0.9 3877,magic,n,7415,0.92 3878,sum,n,7217,0.94 3879,provided,c,7431,0.91 3880,businessman,n,7190,0.94 3881,promising,j,7075,0.96 3882,conscious,j,7152,0.95 3883,determination,n,7170,0.94 3884,donor,n,7231,0.94 3885,hers,p,7770,0.87 3886,pastor,n,7260,0.93 3887,jazz,n,7220,0.94 3888,opera,n,7332,0.92 3889,Japanese,n,7419,0.91 3890,bite,n,7160,0.94 3891,frame,v,7063,0.95 3892,evil,j,7045,0.96 3893,acquisition,n,7338,0.92 3894,pit,n,7132,0.94 3895,hug,v,7478,0.9 3896,wildlife,n,7361,0.91 3897,punish,v,6955,0.97 3898,giant,n,7102,0.95 3899,primary,n,7823,0.86 3900,equity,n,7277,0.92 3901,wrong,r,7038,0.95 3902,doorway,n,7914,0.85 3903,departure,n,7008,0.96 3904,elevator,n,7535,0.89 3905,teenage,j,7030,0.95 3906,guidance,n,7399,0.91 3907,happiness,n,7036,0.95 3908,statue,n,7058,0.95 3909,pursuit,n,7070,0.95 3910,repair,n,7088,0.95 3911,decent,j,6954,0.96 3912,gym,n,7229,0.93 3913,oral,j,7448,0.9 3914,clerk,n,7234,0.93 3915,Israeli,n,7673,0.87 3916,envelope,n,7241,0.92 3917,reporting,n,7184,0.93 3918,destination,n,7039,0.95 3919,fist,n,7729,0.86 3920,endorse,v,7167,0.93 3921,exploration,n,7294,0.92 3922,generous,j,6907,0.97 3923,bath,n,7149,0.93 3924,rescue,n,7094,0.94 3925,thereby,r,7588,0.88 3926,overall,r,7225,0.92 3927,indicator,n,7574,0.88 3928,sunlight,n,7349,0.91 3929,feedback,n,7735,0.86 3930,spectrum,n,7216,0.92 3931,purple,j,7216,0.92 3932,laser,n,7197,0.93 3933,bold,j,6936,0.96 3934,reluctant,j,6842,0.97 3935,starting,n,7118,0.93 3936,expertise,n,7219,0.92 3937,practically,r,6914,0.96 3938,program,v,7015,0.95 3939,picture,v,7103,0.93 3940,tune,n,6887,0.96 3941,eating,n,7067,0.94 3942,age,v,7005,0.95 3943,volunteer,v,6864,0.97 3944,hint,n,6951,0.95 3945,sharply,r,6966,0.95 3946,parade,n,7010,0.95 3947,advocate,v,7198,0.92 3948,realm,n,7261,0.91 3949,ban,n,7070,0.94 3950,strip,v,6894,0.96 3951,cancel,v,6932,0.95 3952,blend,v,7238,0.91 3953,therapist,n,7170,0.92 3954,slice,v,7316,0.9 3955,peel,v,7182,0.92 3956,pizza,n,7130,0.93 3957,recipient,n,7126,0.93 3958,hesitate,v,7462,0.88 3959,flip,v,7274,0.91 3960,accounting,n,7319,0.9 3961,debate,v,6952,0.95 3962,bias,n,7388,0.89 3963,huh,u,7563,0.87 3964,metaphor,n,7461,0.88 3965,candle,n,7204,0.91 3966,handle,n,7101,0.93 3967,worry,n,6811,0.96 3968,judicial,j,7213,0.91 3969,entity,n,7276,0.9 3970,suffering,n,6955,0.94 3971,full-time,j,6945,0.94 3972,feel,n,6939,0.95 3973,lamp,n,7290,0.9 3974,garbage,n,6933,0.95 3975,servant,n,7064,0.93 3976,addition,n,7027,0.93 3977,regulatory,j,7274,0.9 3978,diplomatic,j,7193,0.91 3979,elegant,j,6974,0.94 3980,inside,n,6955,0.94 3981,reception,n,6896,0.95 3982,vanish,v,7154,0.91 3983,automatically,r,6823,0.96 3984,chin,n,7585,0.86 3985,trail,v,7049,0.93 3986,necessity,n,7071,0.92 3987,confess,v,6815,0.96 3988,racism,n,7026,0.93 3989,starter,n,7487,0.87 3990,interior,j,6931,0.94 3991,banking,n,7120,0.92 3992,casual,j,6946,0.94 3993,gravity,n,7000,0.93 3994,enroll,v,7053,0.92 3995,diminish,v,6875,0.95 3996,prevention,n,7352,0.88 3997,Arab,n,7222,0.9 3998,value,v,7000,0.93 3999,minimize,v,7139,0.91 4000,chop,v,7452,0.87 4001,performer,n,6896,0.94 4002,intent,n,6879,0.94 4003,isolate,v,6920,0.94 4004,pump,v,6765,0.96 4005,inventory,n,7090,0.92 4006,productive,j,7006,0.93 4007,assembly,n,6914,0.94 4008,civic,j,7088,0.91 4009,silk,n,7128,0.91 4010,magnitude,n,7115,0.91 4011,steep,j,6972,0.93 4012,hostage,n,8605,0.75 4013,collector,n,6976,0.93 4014,popularity,n,6836,0.95 4015,kiss,n,7195,0.9 4016,alien,n,7134,0.9 4017,dynamic,j,7175,0.9 4018,scary,j,6865,0.94 4019,equation,n,7372,0.87 4020,angel,n,6978,0.92 4021,switch,n,6781,0.95 4022,offering,n,6856,0.94 4023,rage,n,6877,0.94 4024,photography,n,7087,0.91 4025,repair,v,6730,0.96 4026,toilet,n,6939,0.93 4027,disappointed,j,6724,0.96 4028,precious,j,6716,0.96 4029,prohibit,v,6896,0.93 4030,representative,j,7008,0.92 4031,content,j,7113,0.9 4032,realistic,j,6786,0.95 4033,Russian,n,6891,0.93 4034,hidden,j,6787,0.95 4035,command,v,6688,0.96 4036,tender,j,7013,0.92 4037,wake,n,6630,0.97 4038,gathering,n,6671,0.96 4039,outstanding,j,6803,0.94 4040,stumble,v,7076,0.91 4041,lonely,j,6868,0.94 4042,automobile,n,6829,0.94 4043,artificial,j,6730,0.95 4044,dawn,n,6929,0.93 4045,abstract,j,7165,0.9 4046,descend,v,6896,0.93 4047,silly,j,6857,0.93 4048,hook,v,6800,0.94 4049,tide,n,6698,0.96 4050,shared,j,7069,0.91 4051,hopefully,r,6986,0.92 4052,readily,r,6964,0.92 4053,cooperate,v,6763,0.95 4054,revolutionary,j,6886,0.93 4055,romance,n,6705,0.95 4056,hardware,n,6951,0.92 4057,pillow,n,7122,0.9 4058,kit,n,6912,0.92 4059,cook,n,6866,0.93 4060,spread,n,6686,0.95 4061,continent,n,6730,0.95 4062,seal,v,6660,0.96 4063,circuit,n,6747,0.94 4064,sink,n,7052,0.9 4065,ruling,n,6947,0.92 4066,shortage,n,6776,0.94 4067,annually,r,6928,0.92 4068,lately,r,6696,0.95 4069,trap,n,6694,0.95 4070,scan,v,6879,0.92 4071,fool,n,6990,0.91 4072,deadline,n,6932,0.91 4073,rear,j,6910,0.92 4074,processing,n,7220,0.88 4075,ranch,n,6759,0.94 4076,coastal,j,6880,0.92 4077,undertake,v,7044,0.9 4078,softly,r,7487,0.84 4079,reserve,v,6636,0.95 4080,burning,j,6665,0.95 4081,verbal,j,7227,0.87 4082,tribal,j,6995,0.9 4083,ridiculous,j,6695,0.94 4084,automatic,j,6580,0.96 4085,diamond,n,6743,0.93 4086,credibility,n,6742,0.93 4087,import,n,6944,0.91 4088,sexually,r,6806,0.93 4089,spring,v,6689,0.94 4090,way,r,6604,0.95 4091,divine,j,7059,0.89 4092,sentiment,n,6658,0.95 4093,cart,n,6822,0.92 4094,oversee,v,6773,0.93 4095,stem,v,6712,0.94 4096,elder,n,6808,0.92 4097,pro,n,6867,0.91 4098,inspiration,n,6584,0.95 4099,Dutch,j,6690,0.94 4100,quantity,n,6833,0.92 4101,trailer,n,6713,0.93 4102,mate,n,6693,0.94 4103,o'clock,r,6972,0.97 4104,Greek,j,6642,0.94 4105,genius,n,6509,0.96 4106,monument,n,6680,0.94 4107,bid,n,6954,0.9 4108,quest,n,6613,0.95 4109,sacrifice,n,6591,0.95 4110,invitation,n,6460,0.97 4111,accuracy,n,6942,0.9 4112,juror,n,7497,0.83 4113,officially,r,6462,0.97 4114,broker,n,6929,0.9 4115,treasure,n,6648,0.94 4116,loyalty,n,6604,0.94 4117,credit,v,6611,0.94 4118,shock,v,6492,0.96 4119,talented,j,6584,0.95 4120,gasoline,n,6696,0.93 4121,stiff,j,6697,0.93 4122,output,n,7041,0.88 4123,nominee,n,7138,0.87 4124,extended,j,6641,0.94 4125,please,v,6565,0.95 4126,diabetes,n,7073,0.88 4127,slap,v,7015,0.89 4128,toxic,j,6672,0.93 4129,alleged,j,6658,0.93 4130,jaw,n,6922,0.9 4131,grief,n,6591,0.94 4132,mysterious,j,6484,0.96 4133,rocket,n,6722,0.92 4134,donate,v,6606,0.94 4135,inmate,n,6718,0.92 4136,tackle,v,6644,0.93 4137,dynamics,n,7084,0.87 4138,bow,n,6800,0.91 4139,ours,p,6422,0.96 4140,senior,n,6768,0.91 4141,dignity,n,6585,0.94 4142,carpet,n,6658,0.93 4143,parental,j,7251,0.85 4144,bubble,n,6570,0.94 4145,heat,v,6650,0.93 4146,buddy,n,6554,0.94 4147,barn,n,6785,0.91 4148,sword,n,7029,0.88 4149,flash,n,6741,0.91 4150,seventh,m,6517,0.95 4151,glory,n,6443,0.96 4152,tightly,r,6643,0.93 4153,protective,j,6503,0.95 4154,tuck,v,6847,0.9 4155,drum,n,6423,0.96 4156,faint,j,6886,0.89 4157,post,v,6558,0.94 4158,queen,n,6606,0.93 4159,dilemma,n,6703,0.92 4160,input,n,7004,0.88 4161,specialize,v,6538,0.94 4162,northeast,n,6500,0.94 4163,shallow,j,6512,0.94 4164,liability,n,6775,0.9 4165,sail,v,6525,0.94 4166,merchant,n,6474,0.94 4167,stadium,n,6977,0.88 4168,improved,j,6720,0.91 4169,bloody,j,6513,0.94 4170,defeat,n,6380,0.96 4171,associated,j,6754,0.9 4172,withdrawal,n,6624,0.92 4173,refrigerator,n,6497,0.94 4174,nest,n,6541,0.93 4175,near,j,6296,0.97 4176,thoroughly,r,6384,0.96 4177,lane,n,6540,0.93 4178,ancestor,n,6529,0.93 4179,condemn,v,6418,0.95 4180,steam,n,6426,0.95 4181,accent,n,6486,0.94 4182,escape,n,6358,0.96 4183,optimistic,j,6412,0.95 4184,unite,v,6391,0.95 4185,cage,n,6621,0.92 4186,equip,v,6436,0.94 4187,shrimp,n,6631,0.91 4188,homeland,n,6726,0.9 4189,exchange,v,6394,0.95 4190,rack,n,6677,0.91 4191,costume,n,6349,0.95 4192,wolf,n,6718,0.9 4193,courtroom,n,6772,0.89 4194,statute,n,6838,0.88 4195,cartoon,n,6403,0.94 4196,besides,i,6198,0.97 4197,productivity,n,6651,0.91 4198,grin,v,7242,0.83 4199,symbolic,j,6755,0.89 4200,seal,n,6543,0.92 4201,bug,n,6541,0.92 4202,bless,v,6293,0.96 4203,aunt,n,6662,0.9 4204,agriculture,n,6621,0.91 4205,rock,v,6473,0.93 4206,hostile,j,6319,0.95 4207,root,v,6276,0.96 4208,conceive,v,6486,0.93 4209,combined,j,6495,0.93 4210,instantly,r,6476,0.93 4211,bankruptcy,n,6690,0.9 4212,vaccine,n,6761,0.89 4213,bonus,n,6531,0.92 4214,collaboration,n,6889,0.87 4215,mixed,j,6327,0.95 4216,opposed,i,6418,0.93 4217,orbit,n,6490,0.92 4218,grasp,v,6357,0.94 4219,patience,n,6532,0.92 4220,spite,i,6339,0.94 4221,tropical,j,6473,0.92 4222,voting,n,6621,0.9 4223,patrol,n,6382,0.94 4224,willingness,n,6461,0.92 4225,position,v,6288,0.95 4226,revelation,n,6297,0.95 4227,rent,n,6360,0.94 4228,calm,v,6484,0.92 4229,jewelry,n,6338,0.94 4230,Cuban,j,6601,0.9 4231,haul,v,6401,0.93 4232,concede,v,6303,0.95 4233,trace,n,6345,0.94 4234,wagon,n,6577,0.91 4235,afterward,r,6353,0.94 4236,spectacular,j,6276,0.95 4237,ruin,v,6267,0.95 4238,sheer,j,6209,0.96 4239,prior,j,6720,0.88 4240,immune,j,6492,0.91 4241,reliability,n,7053,0.84 4242,ass,n,6911,0.86 4243,alongside,i,6166,0.96 4244,bush,n,6307,0.94 4245,exotic,j,6185,0.96 4246,fascinating,j,6231,0.95 4247,secure,j,6138,0.96 4248,clip,n,6660,0.89 4249,thigh,n,6576,0.9 4250,bull,n,6346,0.93 4251,drawer,n,6665,0.89 4252,regard,i,6665,0.89 4253,sheep,n,6320,0.94 4254,discourage,v,6177,0.96 4255,coordinator,n,6478,0.91 4256,ideological,j,6793,0.87 4257,runner,n,6333,0.93 4258,secular,j,6560,0.9 4259,intimate,j,6143,0.96 4260,empire,n,6268,0.94 4261,cab,n,6561,0.9 4262,divorce,v,6086,0.97 4263,exam,n,6176,0.95 4264,documentary,n,6321,0.93 4265,neutral,j,6331,0.93 4266,biology,n,6334,0.93 4267,flexible,j,6312,0.93 4268,progressive,j,6387,0.92 4269,web,n,6411,0.92 4270,conspiracy,n,6261,0.94 4271,catch,n,6377,0.92 4272,casualty,n,6439,0.91 4273,republic,n,7519,0.78 4274,execution,n,6278,0.93 4275,terrific,j,6356,0.92 4276,whale,n,6928,0.84 4277,functional,j,6736,0.87 4278,star,v,6328,0.92 4279,draft,v,6234,0.94 4280,instinct,n,6076,0.96 4281,teammate,n,6572,0.89 4282,aluminum,n,6468,0.9 4283,whoever,p,6250,0.93 4284,ministry,n,6250,0.93 4285,verdict,n,6529,0.89 4286,instruct,v,6117,0.95 4287,skull,n,6313,0.92 4288,self-esteem,n,6727,0.86 4289,ease,n,6103,0.95 4290,cooperative,j,6671,0.87 4291,manipulate,v,6159,0.94 4292,bee,n,6342,0.92 4293,practitioner,n,6670,0.87 4294,loop,n,6175,0.94 4295,edit,v,6157,0.94 4296,whip,v,6255,0.93 4297,puzzle,n,6153,0.94 4298,mushroom,n,6454,0.9 4299,subsidy,n,6236,0.93 4300,boil,v,6180,0.94 4301,tragic,j,6038,0.96 4302,mathematics,n,6828,0.85 4303,mechanic,n,6092,0.95 4304,jar,n,6284,0.92 4305,respect,i,6659,0.87 4306,earthquake,n,6439,0.9 4307,pork,n,6261,0.92 4308,creativity,n,6452,0.89 4309,safely,r,5959,0.97 4310,underlying,j,6340,0.91 4311,dessert,n,6286,0.92 4312,sympathy,n,6044,0.95 4313,fisherman,n,6317,0.91 4314,incredibly,r,6141,0.94 4315,isolation,n,6251,0.92 4316,sock,n,6273,0.92 4317,near,r,6097,0.94 4318,jump,n,6088,0.95 4319,eleven,m,6239,0.92 4320,sexy,j,6300,0.91 4321,entrepreneur,n,6238,0.92 4322,syndrome,n,6157,0.93 4323,bureau,n,6199,0.93 4324,seat,v,6227,0.92 4325,workplace,n,6186,0.93 4326,ambition,n,5962,0.96 4327,touchdown,n,6954,0.82 4328,utilize,v,6607,0.87 4329,breeze,n,6423,0.89 4330,costly,j,6130,0.93 4331,ambitious,j,6040,0.95 4332,Christianity,n,6312,0.91 4333,presumably,r,6039,0.95 4334,influential,j,6161,0.93 4335,translation,n,6266,0.91 4336,uncertain,j,5951,0.96 4337,dissolve,v,6157,0.93 4338,object,v,5909,0.97 4339,statistical,j,6634,0.86 4340,gut,n,6067,0.94 4341,metropolitan,j,6149,0.93 4342,rolling,j,6066,0.94 4343,aesthetic,j,6647,0.86 4344,spell,v,5887,0.97 4345,insert,v,6067,0.94 4346,booth,n,6191,0.92 4347,helmet,n,6203,0.92 4348,waist,n,6394,0.89 4349,expected,j,6144,0.93 4350,lion,n,6075,0.94 4351,accomplishment,n,5980,0.95 4352,royal,j,6028,0.94 4353,panic,n,6087,0.93 4354,cast,n,6007,0.95 4355,crush,v,5985,0.95 4356,actively,r,6232,0.91 4357,cliff,n,6117,0.93 4358,minimal,j,6176,0.92 4359,cord,n,6071,0.94 4360,fortunately,r,5974,0.95 4361,cocaine,n,6207,0.91 4362,illusion,n,6035,0.94 4363,anonymous,j,5949,0.95 4364,tolerate,v,5871,0.97 4365,appreciation,n,6054,0.94 4366,commissioner,n,6303,0.9 4367,harm,v,5810,0.97 4368,flexibility,n,6149,0.92 4369,instructional,j,7014,0.81 4370,scramble,v,6061,0.93 4371,casino,n,6205,0.91 4372,tumor,n,6427,0.88 4373,decorate,v,5997,0.94 4374,sort,v,5809,0.97 4375,charge,i,5893,0.96 4376,pulse,n,5992,0.94 4377,equivalent,n,5935,0.95 4378,fixed,j,6042,0.93 4379,experienced,j,6031,0.93 4380,donation,n,6086,0.92 4381,diary,n,5945,0.95 4382,sibling,n,6102,0.92 4383,irony,n,5818,0.97 4384,spoon,n,6194,0.91 4385,midst,n,5760,0.98 4386,alley,n,6236,0.9 4387,upset,j,5954,0.94 4388,interact,v,6247,0.9 4389,soap,n,5952,0.94 4390,cute,j,6089,0.92 4391,rival,n,6005,0.93 4392,short-term,j,5998,0.93 4393,punch,v,6071,0.92 4394,pin,n,6000,0.93 4395,hockey,n,6171,0.91 4396,passing,j,5903,0.95 4397,persist,v,6013,0.93 4398,supplier,n,6038,0.93 4399,known,j,5892,0.95 4400,momentum,n,5911,0.94 4401,purse,n,6161,0.91 4402,shed,v,5769,0.97 4403,liquid,n,5948,0.94 4404,icon,n,6030,0.92 4405,elephant,n,6038,0.92 4406,consequently,r,6463,0.86 4407,legislature,n,6027,0.92 4408,associate,n,5860,0.95 4409,franchise,n,6332,0.88 4410,correctly,r,5884,0.95 4411,mentally,r,5793,0.96 4412,foster,v,6237,0.89 4413,bicycle,n,5960,0.93 4414,encouraging,j,5868,0.95 4415,cheat,v,5819,0.96 4416,access,v,6023,0.92 4417,heal,v,5797,0.96 4418,fever,n,5874,0.95 4419,filter,n,6210,0.9 4420,rabbit,n,6095,0.91 4421,coin,n,5947,0.93 4422,exploit,v,5909,0.94 4423,accessible,j,5965,0.93 4424,organism,n,6210,0.89 4425,sensation,n,5882,0.94 4426,partially,r,5882,0.94 4427,stay,n,5779,0.96 4428,upstairs,r,6271,0.88 4429,dried,j,6109,0.91 4430,minimum,n,5867,0.94 4431,pro,j,6101,0.91 4432,conservation,n,6129,0.9 4433,shove,v,6327,0.87 4434,backyard,n,5890,0.94 4435,charter,n,6011,0.92 4436,stove,n,6082,0.91 4437,consent,n,6239,0.89 4438,comprise,v,6258,0.88 4439,reminder,n,5681,0.97 4440,alike,r,5740,0.96 4441,placement,n,6275,0.88 4442,dough,n,6294,0.88 4443,grandchild,n,5826,0.95 4444,dam,n,5968,0.92 4445,reportedly,r,5911,0.93 4446,well-known,j,5782,0.95 4447,surrounding,j,5826,0.95 4448,ecological,j,6443,0.86 4449,outfit,n,5850,0.94 4450,unprecedented,j,5798,0.95 4451,columnist,n,5997,0.92 4452,workout,n,6414,0.86 4453,preliminary,j,5908,0.93 4454,patent,n,6024,0.91 4455,shy,j,5806,0.95 4456,quote,n,6228,0.88 4457,trash,n,5811,0.95 4458,disabled,j,5952,0.92 4459,gross,j,5802,0.95 4460,damn,j,6269,0.88 4461,hormone,n,6230,0.88 4462,texture,n,5994,0.92 4463,counter,v,5722,0.96 4464,pencil,n,5936,0.92 4465,associate,j,5859,0.94 4466,frontier,n,5897,0.93 4467,spray,n,6005,0.91 4468,bet,n,5801,0.95 4469,disclose,v,5879,0.93 4470,custody,n,5957,0.92 4471,banker,n,5933,0.92 4472,beast,n,6052,0.9 4473,interfere,v,5709,0.96 4474,oak,n,5938,0.92 4475,case,c,5791,0.94 4476,eighth,m,5814,0.94 4477,notebook,n,5884,0.93 4478,outline,v,5859,0.93 4479,gaze,v,6379,0.86 4480,attendance,n,5963,0.92 4481,speculation,n,5698,0.96 4482,uncover,v,5696,0.96 4483,behalf,i,5727,0.95 4484,innovative,j,5921,0.92 4485,shark,n,6164,0.88 4486,reward,v,5676,0.96 4487,mill,n,5761,0.95 4488,installation,n,5938,0.92 4489,stimulate,v,5898,0.92 4490,tag,n,5735,0.95 4491,vertical,j,5950,0.91 4492,swimming,n,5735,0.95 4493,fleet,n,5781,0.94 4494,catalog,n,5925,0.92 4495,outsider,n,5690,0.96 4496,sacrifice,v,5641,0.96 4497,desperately,r,5701,0.95 4498,stance,n,5812,0.93 4499,compel,v,5728,0.95 4500,sensitivity,n,5981,0.91 4501,someday,r,5744,0.94 4502,instant,j,5765,0.94 4503,debut,n,5986,0.91 4504,proclaim,v,5716,0.95 4505,worldwide,r,5781,0.94 4506,hike,v,6111,0.89 4507,required,j,5953,0.91 4508,confrontation,n,5762,0.94 4509,colorful,j,5773,0.94 4510,ideal,n,5978,0.91 4511,constitution,n,6111,0.89 4512,trainer,n,5845,0.93 4513,Thanksgiving,n,5859,0.92 4514,scent,n,6050,0.89 4515,stack,n,5858,0.92 4516,eyebrow,n,6212,0.87 4517,sack,n,5880,0.92 4518,cease,v,5679,0.95 4519,inherit,v,5563,0.97 4520,tray,n,6021,0.9 4521,pioneer,n,5755,0.94 4522,organizational,j,6445,0.84 4523,textbook,n,5968,0.9 4524,uh,u,6155,0.87 4525,nasty,j,5682,0.95 4526,shrink,v,5617,0.96 4527,model,v,5925,0.91 4528,emerging,j,5942,0.91 4529,dot,n,5795,0.93 4530,wheat,n,5730,0.94 4531,fierce,j,5622,0.96 4532,envision,v,5619,0.96 4533,rational,j,5941,0.9 4534,kingdom,n,5674,0.95 4535,aisle,n,5828,0.92 4536,weaken,v,5640,0.95 4537,protocol,n,6031,0.89 4538,exclusively,r,5852,0.92 4539,vocal,j,5727,0.94 4540,marketplace,n,5650,0.95 4541,openly,r,5558,0.96 4542,unfair,j,5656,0.95 4543,terrain,n,5873,0.91 4544,deploy,v,5674,0.94 4545,risky,j,5632,0.95 4546,pasta,n,6062,0.88 4547,genre,n,5919,0.9 4548,distract,v,5720,0.93 4549,merit,n,5670,0.94 4550,planner,n,5797,0.92 4551,depressed,j,5543,0.96 4552,chunk,n,5682,0.94 4553,closest,j,5506,0.97 4554,discount,n,5809,0.92 4555,no,d,5591,0.95 4556,ladder,n,5720,0.93 4557,jungle,n,5693,0.94 4558,migration,n,6067,0.88 4559,breathing,n,5798,0.92 4560,invade,v,5653,0.94 4561,hurricane,n,6439,0.83 4562,retailer,n,5915,0.9 4563,classify,v,5964,0.89 4564,wound,v,5660,0.94 4565,coup,n,6179,0.86 4566,aid,v,5676,0.94 4567,ambassador,n,5847,0.91 4568,density,n,6040,0.88 4569,supportive,j,5662,0.94 4570,curiosity,n,5630,0.94 4571,skip,v,5635,0.94 4572,aggression,n,6215,0.85 4573,stimulus,n,6215,0.85 4574,journalism,n,5684,0.93 4575,robot,n,6023,0.88 4576,flood,v,5531,0.96 4577,dip,v,5664,0.93 4578,likewise,r,5821,0.91 4579,informal,j,5931,0.89 4580,Persian,j,6340,0.83 4581,feather,n,5744,0.92 4582,sphere,n,5881,0.9 4583,tighten,v,5665,0.93 4584,boast,v,5731,0.92 4585,pat,v,5968,0.89 4586,perceived,j,6386,0.83 4587,sole,j,5535,0.95 4588,publicity,n,5557,0.95 4589,major,n,5678,0.93 4590,unfold,v,5420,0.97 4591,joke,v,5576,0.95 4592,well-being,n,6005,0.88 4593,validity,n,6401,0.82 4594,ecosystem,n,6215,0.85 4595,strictly,r,5532,0.95 4596,partial,j,5716,0.92 4597,collar,n,5791,0.91 4598,weed,n,5642,0.93 4599,compliance,n,5973,0.88 4600,streak,n,5826,0.9 4601,supposedly,r,5451,0.97 4602,added,j,5616,0.94 4603,builder,n,5720,0.92 4604,glimpse,n,5567,0.95 4605,premise,n,5695,0.92 4606,specialty,n,5622,0.94 4607,deem,v,5639,0.93 4608,artifact,n,5773,0.91 4609,sneak,v,5690,0.92 4610,monkey,n,5698,0.92 4611,mentor,n,5757,0.91 4612,two-thirds,m,5558,0.95 4613,listener,n,5621,0.93 4614,lightning,n,5674,0.93 4615,legally,r,5484,0.96 4616,sleeve,n,5855,0.9 4617,disappointment,n,5464,0.96 4618,disturb,v,5532,0.95 4619,rib,n,5662,0.93 4620,excessive,j,5633,0.93 4621,high-tech,j,5681,0.92 4622,debris,n,5491,0.95 4623,pile,v,5609,0.93 4624,rod,n,5788,0.9 4625,logical,j,5644,0.93 4626,liberal,n,5677,0.92 4627,ash,n,5647,0.93 4628,socially,r,5814,0.9 4629,parish,n,5723,0.91 4630,slavery,n,5712,0.92 4631,blank,j,5585,0.94 4632,commodity,n,5659,0.92 4633,cure,n,5468,0.96 4634,mineral,n,5758,0.91 4635,hunger,n,5460,0.96 4636,dying,j,5504,0.95 4637,developmental,j,6255,0.84 4638,faster,j,5538,0.94 4639,spare,v,5492,0.95 4640,halfway,r,5695,0.92 4641,cure,v,5444,0.96 4642,equality,n,5841,0.89 4643,cemetery,n,5584,0.93 4644,harassment,n,5882,0.89 4645,deliberately,r,5388,0.97 4646,fame,n,5485,0.95 4647,regret,v,5479,0.95 4648,striking,j,5516,0.94 4649,likelihood,n,5790,0.9 4650,carrot,n,5718,0.91 4651,atop,i,5578,0.93 4652,toll,n,5587,0.93 4653,rim,n,5676,0.91 4654,embarrassed,j,5627,0.92 4655,fucking,j,6472,0.8 4656,cling,v,5678,0.91 4657,isolated,j,5482,0.95 4658,blink,v,6160,0.84 4659,suspicious,j,5412,0.96 4660,wheelchair,n,5670,0.91 4661,squad,n,5520,0.94 4662,eligible,j,5529,0.94 4663,processor,n,5882,0.88 4664,plunge,v,5490,0.94 4665,this,r,5517,0.94 4666,sponsor,n,5622,0.92 4667,grin,n,5944,0.87 4668,color,v,5465,0.95 4669,demographic,j,6103,0.85 4670,rain,v,5597,0.92 4671,chill,n,5675,0.91 4672,refuge,n,5505,0.94 4673,steer,v,5452,0.95 4674,legislator,n,5593,0.92 4675,rally,n,5619,0.92 4676,programming,n,5507,0.94 4677,cheer,v,5442,0.95 4678,outlet,n,5497,0.94 4679,intact,j,5350,0.96 4680,vendor,n,5543,0.93 4681,thrive,v,5472,0.94 4682,peanut,n,5604,0.92 4683,chew,v,5669,0.91 4684,elaborate,j,5349,0.96 4685,intellectual,n,5773,0.89 4686,conception,n,5953,0.86 4687,auction,n,5621,0.91 4688,steak,n,5596,0.92 4689,comply,v,5452,0.94 4690,triumph,n,5337,0.96 4691,shareholder,n,5742,0.89 4692,comparable,j,5600,0.91 4693,transport,v,5336,0.96 4694,conscience,n,5317,0.96 4695,calculation,n,5577,0.92 4696,considerably,r,5481,0.93 4697,interval,n,5708,0.89 4698,scratch,v,5629,0.91 4699,awake,j,5806,0.88 4700,jurisdiction,n,5691,0.9 4701,inevitably,r,5420,0.94 4702,feminist,j,5719,0.89 4703,constraint,n,5942,0.86 4704,emotionally,r,5321,0.96 4705,expedition,n,5467,0.93 4706,allegedly,r,5451,0.93 4707,compromise,v,5322,0.96 4708,strain,v,5435,0.94 4709,similarity,n,5709,0.89 4710,butt,n,5490,0.93 4711,lid,n,5558,0.92 4712,dumb,j,5486,0.93 4713,bulk,n,5324,0.95 4714,sprinkle,v,5777,0.88 4715,mortality,n,5785,0.88 4716,philosophical,j,5731,0.89 4717,conversion,n,5627,0.9 4718,patron,n,5331,0.95 4719,municipal,j,5536,0.92 4720,any,r,5352,0.95 4721,liver,n,5415,0.94 4722,harmony,n,5410,0.94 4723,solely,r,5456,0.93 4724,tolerance,n,5513,0.92 4725,instant,n,5755,0.88 4726,goat,n,5459,0.93 4727,arm,v,5232,0.97 4728,blessing,n,5222,0.97 4729,banana,n,5458,0.93 4730,running,n,5271,0.96 4731,palace,n,5347,0.94 4732,formerly,r,5350,0.94 4733,peasant,n,5609,0.9 4734,neat,j,5359,0.94 4735,grandparent,n,5334,0.95 4736,lawmaker,n,5755,0.88 4737,supermarket,n,5389,0.94 4738,cruise,n,5434,0.93 4739,mobile,j,5339,0.94 4740,plain,n,5337,0.94 4741,part,i,5503,0.91 4742,calendar,n,5258,0.96 4743,widow,n,5309,0.95 4744,deposit,n,5497,0.91 4745,beard,n,5528,0.91 4746,brake,n,5522,0.91 4747,downtown,r,5483,0.92 4748,screening,n,5407,0.93 4749,impulse,n,5305,0.95 4750,forbid,v,5167,0.97 4751,fur,n,5466,0.92 4752,brutal,j,5193,0.97 4753,predator,n,5400,0.93 4754,poke,v,5575,0.9 4755,opt,v,5371,0.93 4756,voluntary,j,5504,0.91 4757,trouble,v,5177,0.97 4758,valid,j,5509,0.91 4759,forum,n,5419,0.92 4760,dancing,n,5243,0.95 4761,happily,r,5331,0.94 4762,soar,v,5344,0.94 4763,removal,n,5488,0.91 4764,autonomy,n,5849,0.85 4765,enact,v,5441,0.92 4766,round,v,5247,0.95 4767,thread,n,5340,0.93 4768,light,i,5458,0.91 4769,landmark,n,5332,0.93 4770,unhappy,j,5162,0.96 4771,offender,n,5417,0.92 4772,coming,j,5181,0.96 4773,privately,r,5212,0.95 4774,fraction,n,5313,0.94 4775,distinctive,j,5373,0.93 4776,tourism,n,5429,0.92 4777,threshold,n,5490,0.91 4778,calm,j,5309,0.94 4779,routinely,r,5269,0.94 4780,suite,n,5321,0.93 4781,remark,v,5289,0.94 4782,regulator,n,5462,0.91 4783,straw,n,5297,0.94 4784,theological,j,5684,0.87 4785,apart,i,5216,0.95 4786,exhaust,v,5204,0.95 4787,globe,n,5166,0.96 4788,fragile,j,5125,0.97 4789,objection,n,5276,0.94 4790,chemistry,n,5192,0.95 4791,old-fashioned,j,5200,0.95 4792,crowded,j,5196,0.95 4793,circle,v,5401,0.91 4794,blast,n,5241,0.94 4795,prevail,v,5207,0.95 4796,overnight,r,5170,0.96 4797,denial,n,5207,0.95 4798,rental,n,5357,0.92 4799,fantastic,j,5269,0.94 4800,fragment,n,5308,0.93 4801,level,j,5367,0.92 4802,screw,v,5361,0.92 4803,warmth,n,5383,0.92 4804,undergraduate,n,5683,0.87 4805,liquid,j,5265,0.94 4806,headache,n,5256,0.94 4807,policeman,n,5278,0.93 4808,yield,n,5648,0.87 4809,projection,n,5288,0.93 4810,battle,v,5240,0.94 4811,suitable,j,5291,0.93 4812,mention,n,5137,0.96 4813,graduation,n,5218,0.94 4814,drill,v,5279,0.93 4815,cruel,j,5128,0.96 4816,mansion,n,5233,0.94 4817,regard,n,5263,0.93 4818,grape,n,5318,0.92 4819,authorize,v,5209,0.94 4820,cottage,n,5328,0.92 4821,driveway,n,5459,0.9 4822,charm,n,5157,0.95 4823,sexuality,n,5531,0.88 4824,loyal,j,5066,0.97 4825,clay,n,5287,0.93 4826,pound,v,5327,0.92 4827,balloon,n,5187,0.94 4828,invention,n,5211,0.94 4829,ego,n,5239,0.93 4830,fare,n,5362,0.91 4831,homework,n,5093,0.96 4832,disc,n,5403,0.9 4833,sofa,n,5499,0.89 4834,guarantee,n,5205,0.94 4835,availability,n,5519,0.88 4836,radar,n,5221,0.93 4837,frown,v,5903,0.83 4838,regain,v,5041,0.97 4839,leave,n,5087,0.96 4840,permit,n,5305,0.92 4841,sweater,n,5392,0.9 4842,rehabilitation,n,5547,0.88 4843,rubber,j,5190,0.94 4844,retreat,n,5132,0.95 4845,molecule,n,5445,0.89 4846,freely,r,5085,0.96 4847,favorable,j,5324,0.91 4848,steadily,r,5085,0.96 4849,veteran,j,5312,0.92 4850,integrated,j,5455,0.89 4851,ha,u,5372,0.9 4852,youngster,n,5184,0.94 4853,broadcast,v,5138,0.95 4854,premium,n,5279,0.92 4855,accountability,n,5409,0.9 4856,overwhelm,v,4976,0.97 4857,one-third,m,5210,0.93 4858,contemplate,v,5027,0.96 4859,update,v,5227,0.93 4860,spark,v,5071,0.96 4861,ironically,r,5154,0.94 4862,fatigue,n,5214,0.93 4863,beyond,r,5036,0.96 4864,speculate,v,5012,0.97 4865,marker,n,5156,0.94 4866,low,r,5024,0.96 4867,preach,v,5063,0.96 4868,bucket,n,5233,0.92 4869,bomb,v,5275,0.92 4870,blond,j,5479,0.88 4871,confession,n,5074,0.95 4872,provoke,v,5063,0.95 4873,marble,n,5210,0.93 4874,substantially,r,5344,0.9 4875,twist,n,5060,0.95 4876,defender,n,5136,0.94 4877,fish,v,5183,0.93 4878,explicit,j,5461,0.88 4879,transport,n,5313,0.91 4880,disturbing,j,4990,0.97 4881,surveillance,n,5132,0.94 4882,magnetic,j,5377,0.9 4883,technician,n,5048,0.95 4884,mutter,v,5753,0.84 4885,devastating,j,5055,0.95 4886,depart,v,5035,0.96 4887,arrow,n,5208,0.92 4888,trauma,n,5880,0.82 4889,neighboring,j,5082,0.95 4890,soak,v,5186,0.93 4891,ribbon,n,5159,0.93 4892,meantime,n,5022,0.96 4893,transmit,v,5117,0.94 4894,screen,v,5079,0.95 4895,harvest,n,5125,0.94 4896,consecutive,j,5471,0.88 4897,republican,j,5297,0.91 4898,coordinate,v,5152,0.93 4899,worldwide,j,5089,0.94 4900,within,r,5085,0.94 4901,spy,n,5076,0.95 4902,slot,n,5130,0.94 4903,riot,n,5203,0.92 4904,nutrient,n,5426,0.88 4905,citizenship,n,5602,0.86 4906,severely,r,5035,0.95 4907,sovereignty,n,5541,0.86 4908,ridge,n,5229,0.91 4909,brave,j,5061,0.94 4910,lighting,n,5081,0.94 4911,specify,v,5379,0.89 4912,contributor,n,5084,0.94 4913,frustrate,v,4933,0.97 4914,crowd,v,5083,0.94 4915,articulate,v,5350,0.89 4916,importantly,r,5130,0.93 4917,transit,n,5226,0.91 4918,dense,j,5061,0.94 4919,seminar,n,5106,0.93 4920,electronics,n,5116,0.93 4921,sunny,j,5117,0.93 4922,shorts,n,5148,0.93 4923,swell,v,5125,0.93 4924,accusation,n,4987,0.95 4925,soften,v,5112,0.93 4926,photograph,v,5006,0.95 4927,straighten,v,5352,0.89 4928,terribly,r,5096,0.93 4929,cue,n,5186,0.92 4930,sudden,r,5211,0.91 4931,bride,n,5613,0.85 4932,biography,n,5015,0.95 4933,hazard,n,5159,0.92 4934,compelling,j,4995,0.95 4935,seldom,r,5009,0.95 4936,tile,n,5200,0.91 4937,economically,r,5169,0.92 4938,honestly,r,5042,0.94 4939,troubled,j,4991,0.95 4940,bow,v,5293,0.9 4941,twentieth,m,5458,0.87 4942,balanced,j,5486,0.86 4943,foreigner,n,5076,0.93 4944,launch,n,5080,0.93 4945,convenience,n,4972,0.95 4946,delight,n,5038,0.94 4947,weave,v,5015,0.94 4948,timber,n,5150,0.92 4949,till,c,5269,0.9 4950,accurately,r,5156,0.92 4951,plea,n,5000,0.95 4952,bulb,n,5157,0.92 4953,copy,v,4970,0.95 4954,flying,j,5056,0.93 4955,sustainable,j,5339,0.89 4956,devil,n,5051,0.94 4957,bolt,n,5148,0.92 4958,cargo,n,4991,0.95 4959,spine,n,5110,0.92 4960,seller,n,5083,0.93 4961,skilled,j,5047,0.94 4962,managing,j,5126,0.92 4963,public,r,4877,0.97 4964,marine,j,5154,0.92 4965,dock,n,5178,0.91 4966,organized,j,5011,0.94 4967,fog,n,5186,0.91 4968,diplomat,n,5185,0.91 4969,boring,j,4922,0.96 4970,sometime,r,4938,0.95 4971,summary,n,5304,0.89 4972,missionary,n,5438,0.87 4973,epidemic,n,5010,0.94 4974,fatal,j,4875,0.97 4975,trim,v,5113,0.92 4976,warehouse,n,5020,0.94 4977,accelerate,v,4923,0.96 4978,butterfly,n,5031,0.94 4979,bronze,n,5118,0.92 4980,drown,v,5097,0.92 4981,inherent,j,5339,0.88 4982,praise,n,4896,0.96 4983,nationwide,r,5104,0.92 4984,spit,v,5286,0.89 4985,harvest,v,5065,0.93 4986,kneel,v,5467,0.86 4987,vacuum,n,5028,0.93 4988,selected,j,5315,0.88 4989,dictate,v,4935,0.95 4990,stereotype,n,5109,0.92 4991,sensor,n,5154,0.91 4992,laundry,n,5063,0.93 4993,manual,n,5040,0.93 4994,pistol,n,5261,0.89 4995,naval,j,4990,0.94 4996,plaintiff,n,5312,0.88 4997,kid,v,5094,0.92 4998,middle-class,j,5025,0.93 4999,apology,n,4972,0.94 5000,till,i,5079,0.9
Your first task is to read this file and store the contents into five lists. Remember as you read each line of the file, the line will be represented as a string. Your goal is to split the line into five parts and put each of those parts onto the appropriate list.
As a bonus, I ran across this XKCD that many of you on liberal arts campuses may may enjoy:
Now lets explore Zipf’s Law.
First lets look at what fraction of overall usage the top 10 most common words represent. The first thing we will need to do to accomplish this is turn the frequency count for each word into a percentage. Once we have a new “column” for our table, then we can sum up the percentages for the first 10.
Calculate the total usage percentage for the top 10 words in the list. Store this result in a variable called top_10
At the same time calculate the percentage for teh bottom 10 words in the list and store that result in bottom_10
Just to get a sense for the distribution of the words lets use Altair to graph the frequency of the words on the Y axis against the rank of the words on the X axis. You should see a pretty dramatic (exponential) curve. Its also not very useful because a few very large values dwarf all of the small values.
What Physicist (and other scientists) get really excited about is when experimental data such as our observations of word frequencies in the wild turn out to graph into a straight line. They go totally bonkers if the straight line appears when you have to convert both the X and Y axis values using the base 10 log function.
The next step in our quest is to add two more columns of data to our table. The log of the frequency and the log [Logarithm] of the rank. You can compute the base 10 log of a number using math.log(N, 10)
. Once you have added these two columns use Altair to graph the new quantities and be amazed!
with a little bit of work you can work out that the slope (remember slope is rise over run) is pretty close to -1.0 for the words in this corpus.
More Fun with words¶
You can probably come up with an interesting list of questions about this list of popular words all on your own, but a couple of ideas to get you started are as follows:
Which of the words when spelled forward are also on the list when spelled backward? For example ‘pot’ is one of the most common words and when you spell pot backwards you get ‘top’ which is also on the list.
How many new words can be reversed if you you add an ‘s’ on the end? For example adding an ‘s’ to the end of ‘pot’ gives you ‘stop’ when reversed which is definitely on the list.
Finally lets look at the distribution of the different parts of speech in this 5000 word dataset. Create a bar chart where the part of speech is on the x-axis and the number of words on the list that fall into that category is the y axis.
A quantity representing the power to which a fixed number (the base) must be raised to produce a given number. For example the base 10 log of 100 is 2.0 because \(10^2\) is 100. the base 2 log of 16 is 4.0 because \(2^4\) is 16.
Post Project Questions
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During this project I was primarily in my...
- 1. Comfort Zone
- 2. Learning Zone
- 3. Panic Zone
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Completing this project took...
- 1. Very little time
- 2. A reasonable amount of time
- 3. More time than is reasonable
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Based on my own interests and needs, the things taught in this project...
- 1. Don't seem worth learning
- 2. May be worth learning
- 3. Are definitely worth learning
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For me to master the things taught in this project feels...
- 1. Definitely within reach
- 2. Within reach if I try my hardest
- 3. Out of reach no matter how hard I try