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cleanup

parent d06a64b7
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got here
root: hasti
root: rattl
root: currenc
root: few
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>>ozon
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>>ibrd
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root: roof
root: gestur
root: night
root: requir
root: coffin
root: lamb
root: lucki
root: vertic
root: sharp
root: newli
root: palm
root: garden
root: teaspoon
root: ha
root: engrav
root: april
root: passag
root: tangl
root: grope
root: expos
root: quarrel
root: enquir
root: war
root: seem
root: remaind
root: steward
root: asia
root: monument
root: accent
root: railroad
root: henc
root: interven
root: new
root: aught
root: practis
root: liberti
root: coordin
root: blossom
root: napoleon
root: enact
root: sugar
root: pilot
root: pocket
root: steer
root: squeez
root: deserv
root: no
root: simplic
root: ground
root: role
root: modesti
root: york
root: alarm
root: drill
root: emigr
root: domin
root: canal
root: impuls
root: congreg
root: atmospher
root: morri
root: cloak
root: queen
root: calmli
root: tax
root: anoth
root: goddess
root: intent
root: overview
root: inconveni
root: earnestli
root: omit
root: closer
root: glove
root: saxon
root: spoke
root: bolt
root: aristocrat
root: compris
root: pierc
root: socialist
root: deceiv
root: clap
root: babe
root: habit
root: nurs
root: search
root: submiss
root: banish
root: essenti
root: beggar
root: u
root: persian
root: bit
root: object
root: peasant
root: tomb
root: imperfect
root: orchard
root: erect
root: nan
root: bodili
root: teas
root: satin
root: complex
root: crust
root: retort
root: rid
root: fuel
root: recov
root: belgium
root: compli
root: sire
root: flood
root: empti
root: discharg
root: globe
root: slaughter
root: dispers
root: seaman
root: loom
root: quest
root: welcom
root: close
root: plenti
root: grant
root: cuba
root: immens
root: revel
root: laps
root: speci
root: bout
root: diplomat
root: imit
root: appreci
root: shrug
root: risk
root: disregard
root: cab
root: eyelid
root: lectur
root: delic
root: simpli
root: thirti
root: wreath
root: warmli
root: mild
root: decad
root: up
root: straighten
root: year
root: extinct
root: spaniard
root: thank
root: slaveri
root: like
root: tool
root: repuls
root: luncheon
root: skull
root: troubl
root: davi
root: overtak
root: shower
root: mantl
root: smart
root: empir
root: wrist
root: most
root: wrap
root: admiss
root: stori
root: nativ
root: injur
root: bright
root: shave
root: diminish
root: answer
root: departur
root: realiti
root: latest
root: voluntari
root: sorrow
root: outlin
root: crystal
root: chanceri
root: eldest
root: elect
root: taylor
root: breathless
root: institut
root: pea
root: interview
root: keen
root: progress
root: nichola
root: pour
root: guy
root: on
root: actual
root: chin
root: foreign
root: speaker
root: honest
root: protect
root: nee
root: apparatu
root: wind
root: carrier
root: boil
root: invent
root: mutual
root: slave
root: assert
root: ass
root: grand
root: prepar
root: casual
root: dc
root: wood
root: slender
root: peer
root: suspicion
root: personag
root: inn
root: tens
root: dens
root: vivid
root: nay
root: devour
root: larg
root: crumb
root: captiv
root: crew
root: accident
root: horizon
root: index
root: babi
root: minor
root: bark
root: crisi
root: cottag
root: healthi
root: leaf
root: mingl
root: brute
root: mademoisel
root: best
root: discu
root: steel
root: rage
root: judgment
root: tray
root: y
root: chocol
root: aggress
root: crash
root: badli
root: sole
root: tree
root: writ
root: satisfi
root: planet
root: conduct
root: class
root: headquart
root: top
root: lower
root: plagu
root: formid
root: vehement
root: humbl
root: beseech
root: destitut
root: walk
root: freedom
root: snake
root: anim
root: fortifi
root: reliev
root: consent
root: glide
root: patent
root: distress
root: edg
root: treacher
root: gospel
root: doubtless
root: degre
root: tract
root: suitabl
root: civil
root: lawyer
root: energi
root: van
root: tenant
root: spectat
root: current
root: marin
root: humil
root: ham
root: rib
root: proce
root: occas
root: streak
root: dome
root: afternoon
root: visibl
root: eat
root: god
root: nw
root: crouch
root: negro
root: japan
root: startl
root: applaus
root: assent
root: perfum
root: fix
root: drift
root: slightli
root: innoc
root: timber
root: surgeon
root: deputi
root: nigh
root: britain
root: consult
root: porter
root: snatch
root: rector
root: cautiou
root: pale
root: emancip
root: school
root: tent
root: shoe
root: width
root: avoid
root: blake
root: hide
root: sensat
root: enabl
root: bruce
root: damp
root: rather
root: pleasur
root: femal
root: spectacl
root: lunch
root: shatter
root: piou
root: approv
root: hinder
root: septemb
root: sneer
root: better
root: hurri
root: offer
root: outward
root: first
root: polici
root: advertis
root: vinegar
root: hardship
root: midst
root: minist
root: confer
root: onc
root: bosom
root: still
root: smash
root: fork
root: outer
root: den
root: fourth
root: prefac
root: conspir
root: rebellion
root: power
root: unhappi
root: philosophi
root: fireplac
root: brandi
root: illus
root: void
root: torch
root: trail
root: wit
root: support
root: dainti
root: throb
root: furi
root: commenc
root: pink
root: otherwis
root: make
root: assail
root: smoke
root: heel
root: speak
root: clock
root: unnatur
root: avow
root: interfer
root: t
root: main
root: essenc
root: discuss
root: crippl
root: vi
root: molli
root: tank
root: manhood
root: propheci
root: drug
root: end
root: vine
root: greater
root: legisl
root: plainli
root: peel
root: confess
root: subsequ
root: armchair
root: amount
root: proposit
root: sleev
root: autumn
root: ruin
root: lent
root: clergi
root: mysteri
root: em
root: whisper
root: engag
root: glow
root: leather
root: influenc
root: indiffer
root: digest
root: si
root: destin
root: now
root: bill
root: stair
root: such
root: aris
root: comparison
root: brood
root: transport
root: spin
root: remedi
root: repel
root: sun
root: rightli
root: plot
root: sure
root: stiff
root: ant
root: elizabeth
root: necess
root: mexico
root: oppos
root: examin
root: contriv
root: phrase
root: uncomfort
root: tramp
root: defend
root: net
root: despot
root: almost
nsquared time:5.299987
total time:6.564752
DBscan deleted 100644 → 0
File deleted
RIVCompare deleted 100644 → 0
File deleted
RIVLower deleted 100644 → 0
File deleted
RIVcull deleted 100644 → 0
File deleted
RIVcullbooks.c → RIVcullDestructive.c
......@@ -6,7 +6,7 @@
#define RIVSIZE 25000
#define CACHESIZE 0
#define NONZEROS 2
#define THRESHOLD 0.98
#define THRESHOLD 0.99
#include "RIVtools.h"
......
RIVread deleted 100644 → 0
File deleted
RIVtools.h.save deleted 100644 → 0
#ifndef RIVTOOLS_H_
#define RIVTOOLS_H_
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <math.h>
#include "RIVLower.h"
#include "RIVaccessories.h"
/* lexPush writes a denseRIV to a file for permanent storage */
int lexPush(denseRIV RIVout);
/* lexPull reads an existing lexicon entry (under directory "lexicon")
* and creates a denseRIV with those attributes.
* if the file does not exist, it creates a 0 vector with the name of word
*/
denseRIV lexPull(char* word);
/* fileToL2 takes an input file, reads words (delimiting on " " and "\n")
* and returns a sparse RIV which is the vector sum of the base RIVs of each
* word contained
*/
sparseRIV fileToL2(FILE *input);
/* fileToL2Clean operates the same as fileToL2 butkeeps only words
* containing lowercase letters and the '_' symbol
* this is important if you will be lexPush-ing those words later
*/
sparseRIV fileToL2Clean(FILE *data);
/*filetoL2direct is an experiment in simplifying the process. it's slow */
sparseRIV fileToL2direct(FILE *data);
/*cosine determines the "similarity" between two RIVs. */
double cosCompare(denseRIV baseRIV, sparseRIV comparator);
/*currently unused */
sparseRIV wordtoL2(char* word);
/* converts an implicit RIV (a set of unvalued locations) into a formal
* sparse RIV. this chooses the best method to perform the consolidation
* and launches that function defunct right now for memory usage reasons*/
sparseRIV consolidateI2S(int *implicit, size_t valueCount);
sparseRIV normalizeFloored(denseRIV input, int factor);
sparseRIV normalize(denseRIV input, int factor);
int roundMultiply(int base, float divisor);
/* like fileToL2 but takes a block of text */
sparseRIV text2L2(char *text);
/* calculates the magnitude of a sparseVector */ //TODO contain integer overflow in square process
double getMagnitudeSparse(sparseRIV input);
sparseRIV text2L2(char *text){
int wordCount = 0;
unsigned char word[100] = {0};
int denseTemp[RIVSIZE] = {0};
/* locations (implicit RIV) are temp stored in temp block, and moved
* to permanent home in consolidation */
int *locations = RIVKey.h_tempBlock;
int locationCount = 0;
int displacement;
while(sscanf(text, "%99s%n", word, &displacement)){
text += displacement+1;
if(!displacement){
break;
}
if(!(*word)){
break;
}
/* if this word would overflow the locations block, map it to the denseVector */
if((locationCount+NONZEROS)>TEMPSIZE){
addI2D(denseTemp, locations, locationCount);
locationCount = 0;
}
/* add word's L1 RIV to the accumulating implicit RIV */
makeSparseLocations(word, locations, locationCount);
locationCount+= NONZEROS;
wordCount++;
}
/* map remaining locations to the denseTemp */
addI2D(denseTemp, locations, locationCount);
sparseRIV output = consolidateD2S(denseTemp);
/* frequency records the number of words in this file, untill frequency
* is needed to hold some more useful data point */
output.frequency = wordCount;
output.boolean = 1;
return output;
}
sparseRIV fileToL2(FILE *data){
unsigned char word[100] = {0};
/* locations (implicit RIV) are temp stored in temp block, and moved
* to permanent home in consolidation */
int *locations = RIVKey.h_tempBlock;
int locationCount = 0;
int denseTemp[RIVSIZE] = {0};
int wordCount = 0;
while(fscanf(data, "%99s", word)){
if(feof(data)){
break;
}
if(!(*word)){
break;
}
/* if this word would overflow the locations block, map it to the denseVector */
if((locationCount+NONZEROS)>TEMPSIZE){
addI2D(denseTemp, locations, locationCount);
locationCount = 0;
}
/* add word's L1 RIV to the accumulating implicit RIV */
makeSparseLocations(word, locations, locationCount);
locationCount+= NONZEROS;
wordCount++;
}
/* map remaining locations to the denseTemp */
addI2D(denseTemp, locations, locationCount);
sparseRIV output = consolidateD2S(denseTemp);
/* frequency records the number of words in this file */
output.frequency = wordCount;
output.boolean = 1;
return output;
}
sparseRIV fileToL2Clean(FILE *data){
int denseTemp[RIVSIZE] = {0};
unsigned char word[100] = {0};
int *locations = RIVKey.h_tempBlock;
unsigned int wordCount = 0;
int locationCount = 0;
while(fscanf(data, "%99s", word)){
if(feof(data)){
break;
}
if(!(*word)){
break;
}
/* if the word is not clean, skip it */
if(!isWordClean((char*)word)){
continue;
}
/* if this word would overflow the locations block, map it to the denseVector */
if((locationCount+NONZEROS)>TEMPSIZE){
addI2D(denseTemp, locations, locationCount);
locationCount = 0;
}
/* add word's L1 RIV to the accumulating implicit RIV */
makeSparseLocations(word, locations, locationCount);
locationCount+= NONZEROS;
wordCount++;
}
/* map remaining locations to the denseTemp */
addI2D(denseTemp, locations, locationCount);
sparseRIV output = consolidateD2S(denseTemp);
/* frequency records the number of words in this file */
output.frequency = locationCount/NONZEROS;
output.boolean = 1;
return output;
}
//defunct temporarily, might make a return
/*sparseRIV consolidateI2S(int *implicit, size_t valueCount){
if(valueCount<RIVKey.I2SThreshold){
//direct method is faster on small datasets, but has geometric scaling on large datasets
return consolidateI2SDirect(implicit, valueCount);
}else{
// optimized for large datasets
return consolidateI2SIndirect(implicit, valueCount);
}
}*/
void aggregateWord2D(denseRIV destination, char* word){
srand(wordtoSeed((unsigned char*)word));
for(int i=0; i<NONZEROS; i++){
destination.values[(rand()%RIVSIZE)] +=1;
destination.values[(rand()%RIVSIZE)] -= 1;
}
}
double cosCompare(denseRIV baseRIV, sparseRIV comparator){
int dot = 0;
int n = comparator.count;
while(n){
n--;
/* we calculate the dot-product to derive the cosine
* comparing sparse to dense by index*/
//dot += values[i]*baseRIV.values[locations[i]];
dot += comparator.values[n] * baseRIV.values[comparator.locations[n]];
//printf("%d, %d, %d\n",baseRIV.values[comparator.locations[n]],comparator.values[n] , n);
}
/*dot divided by product of magnitudes */
return dot/(baseRIV.magnitude*comparator.magnitude);
}
double getMagnitudeSparse(sparseRIV input){
size_t temp = 0;
int *values = input.values;
int *values_stop = values+input.count;
while(values<values_stop){
temp += (*values)*(*values);
if(temp> 0x0AFFFFFFFFFFFFFF) printf("%s, fuuuuuuuuuuuuck****
values++;
}
return sqrt(temp);
}
denseRIV lexPull(char* word){
#if CACHESIZE > 0
/* if there is a cache, first check if the word is cached */
srand(wordtoSeed((unsigned char*)word));
int hash = rand()%CACHESIZE;
if(!strcmp(word, RIVKey.RIVCache[hash].name)){
/* if word is cached, pull from cache and exit */
return RIVKey.RIVCache[hash];
}
#endif /* CACHESIZE > 0 */
/* if not, attempt to pull the word data from lexicon file */
denseRIV output;
char pathString[200];
sprintf(pathString, "%s/%s", RIVKey.lexName, word);
FILE *lexWord = fopen(pathString, "rb");
/* if this lexicon file already exists */
if(lexWord){
/* pull data from file */
output = fLexPull(lexWord);
fclose(lexWord);
}else{
/*if file does not exist, return a 0 vector (word is new to the lexicon */ //#TODO enable NO-NEW features to protect mature lexicons?
output = denseAllocate();
}
strcpy(output.name, word);
return output;
}
int lexPush(denseRIV RIVout){
#if CACHESIZE == 0
/* if there is no cache, simply push to file */
fLexPush(RIVout);
return 0;
#else /* CACHESIZE != 0 */
/* if our RIV was cached, there are two options (hopefully)
* either the RIV is still cached, and the data has been updated
* to the cache or the RIV was pushed out from under it,
* in which case it has already been pushed! move on*/
if(RIVout.cached){
return 0;
}
srand(wordtoSeed((unsigned char*)RIVout.name));
int hash = rand()%CACHESIZE;
if(!RIVKey.RIVCache[hash].cached){
/* if there is no word in this cache slot, push to cache instead of file */
RIVKey.RIVCache[hash] = RIVout;
RIVKey.RIVCache[hash].cached = 1;
return 0;
/*if the current RIV is more frequent than the RIV holding its slot */
}else if(*(RIVout.frequency) > *(RIVKey.RIVCache[hash].frequency) ){
/* push the current cache entry to a file */
int diag = fLexPush(RIVKey.RIVCache[hash]);
/* push the current RIV to cache */
RIVKey.RIVCache[hash] = RIVout;
RIVKey.RIVCache[hash].cached = 1;
return diag;
}else{
/* push current RIV to file */
fLexPush(RIVout);
}
return 0;
#endif /* CACHESIZE == 0 */
}
sparseRIV fileToL2direct(FILE *data){;
unsigned char word[100] = {0};
denseRIV denseTemp;
// a temporary dense RIV is stored in the tempBlock
denseTemp.values = RIVKey.h_tempBlock;
memset(RIVKey.h_tempBlock, 0, RIVSIZE*sizeof(int));
int count = 0;
while(fscanf(data, "%99s", word)){
count++;
if(feof(data)){
break;
}
if(!(*word)){
break;
}
// add word's L1 RIV to the accumulating implicit RIV
aggregateWord2D(denseTemp, (char*)word);
}
sparseRIV output = consolidateD2S(denseTemp.values);
// frequency records the number of words in this file
output.frequency = count;
output.boolean = 1;
return output;
}
sparseRIV normalizeFloored(denseRIV input, int factor){
float divisor = (float)factor/(*input.contextSize);
// printf("in norm: %d, %d, %f\n", *input.contextSize, factor, divisor);
int* locations = RIVKey.h_tempBlock;
int* values = locations+RIVSIZE;
int count = 0;
for(int i=0; i<RIVSIZE; i++){
if(!input.values[i]) continue;
locations[count] = i;
values[count]= input.values[i]*divisor;
if(values[count])count++;
}
sparseRIV output;
output.locations = (int*) malloc(count*2*sizeof(int));
output.values = output.locations+count;
memcpy(output.locations, locations, count*sizeof(int));
memcpy(output.values, values, count*sizeof(int));
strcpy(output.name, input.name);
output.count = count;
output.magnitude = getMagnitudeSparse(output);
output.contextSize = *input.contextSize;
output.frequency = *input.frequency;
return output;
}
sparseRIV normalize(denseRIV input, int factor){
float divisor = (float)factor/(*input.contextSize);
// printf("in norm: %d, %d, %f\n", *input.contextSize, factor, divisor);
int* locations = RIVKey.h_tempBlock;
int* values = locations+RIVSIZE;
int count = 0;
for(int i=0; i<RIVSIZE; i++){
if(!input.values[i]) continue;
locations[count] = i;
values[count]= roundMultiply(input.values[i], divisor);
if(values[count])count++;
}
sparseRIV output;
output.locations = (int*) malloc(count*2*sizeof(int));
output.values = output.locations+count;
memcpy(output.locations, locations, count*sizeof(int));
memcpy(output.values, values, count*sizeof(int));
strcpy(output.name, input.name);
output.count = count;
output.magnitude = getMagnitudeSparse(output);
output.contextSize = *input.contextSize;
output.frequency = *input.frequency;
return output;
}
int roundMultiply(int base, float divisor){
float temp = base*divisor;
int output = temp*2;
if (output%2){
output/=2;
output+=1;
}else{
output/=2;
}
return output;
}
#endif
makefile
makefile : RIVcullGPU.cu RIVtools.c RIVLower.c RIVaccessories.c
nvcc RIVcullGPU.cu -o RIVcullG RIVtools.o RIVLower.o RIVaccessories.o -lm -O3
RIVcull: RIVcullDestructive.c
gcc -o RIVcull RIVcullDestructive.c -lm -O3
new deleted 100644 → 0
File deleted
new.c deleted 100644 → 0
#include <stdio.h>
#include "RIVtools.h"
int main(){
lexOpen("/home/drbob/Documents/lexicon");
lexPull("unseemli");
}
output.txt deleted 100644 → 0
fileCount: 3085
got here
root: rattl
root: few
root: june
root: trip
root: side
root: curios
root: soldier
root: fresh
root: jealou
root: mate
root: fold
root: greec
>>turkey
>>austria
>>mexico
root: level
root: dog
root: yonder
root: cling
root: rejoic
root: descend
root: wish
root: next
root: recogn
root: victori
root: b
root: sell
root: bold
root: develop
root: vast
root: sensit
root: passeng
root: steep
root: nake
root: maid
root: arriv
root: rifl
root: statement
root: flesh
root: valuabl
root: charl
root: moder
root: perhap
root: imposs
>>altogeth
>>consid
>>conceiv
>>wholli
>>nevertheless
>>mere
>>clearli
>>possibl
>>moreov
>>admit
>>actual
>>satisfi
>>exact
>>necessari
>>opinion
>>fulli
>>certain
>>concern
>>suffici
>>acknowledg
>>subject
>>circumst
>>argument
>>conclus
>>prove
>>profess
>>prefer
>>contrari
>>proof
>>particular
>>otherwis
>>necess
root: gradual
root: favorit
root: useless
>>be
root: tropic
root: bestow
root: revolut
root: oper
root: incid
root: baron
root: madam
root: capit
root: refresh
root: bag
root: peril
root: court
root: pierr
>>arab
root: wheel
root: octob
root: mean
root: confid
root: compet
root: restor
root: selfish
root: attack
root: form
root: between
root: cheer
root: high
root: posit
root: day
root: show
>>whole
root: linen
root: deepli
root: face
root: reflect
root: pretend
>>persuad
>>suspect
root: stole
root: weep
root: engin
root: summer
root: lake
root: harsh
root: author
root: deliber
root: guard
root: go
root: muse
root: render
>>measur
>>purpos
root: subdu
root: rail
root: tonight
root: servant
root: fertil
root: vigor
root: amus
root: dozen
root: magistr
root: symbol
root: dash
root: iron
root: triumph
root: burn
root: petroleum
root: intellect
root: slice
root: maiden
root: dish
root: clerk
root: midnight
root: mine
root: mad
root: n
root: sentenc
root: irish
root: mutter
root: basi
root: wake
root: pan
root: charg
root: chief
root: altern
root: boast
root: price
root: mist
root: quarter
root: appropri
root: ask
root: busi
root: help
root: strain
root: awar
root: temptat
root: prevail
>>favour
>>conduct
root: muscl
root: quick
root: pillow
root: social
root: yesterday
root: wound
root: earth
root: visit
root: blind
root: rival
root: debt
root: except
root: sacrific
>>merit
>>practis
root: divin
root: heart
root: valu
root: philip
root: content
>>neither
>>fit
root: share
root: leg
root: affirm
root: garment
root: cabinet
root: imag
root: g
root: bear
root: puzzl
root: reckon
root: back
root: associ
root: sob
root: boy
root: american
root: purpl
root: plung
root: assign
root: road
root: motiv
root: polic
root: time
root: unlik
root: formal
root: castl
root: portion
root: tribe
root: moonlight
root: oil
root: throughout
root: step
root: woman
root: cup
root: extent
root: thunder
root: fifth
root: reach
root: dispos
>>procur
root: slip
root: neck
root: ever
root: absenc
root: frighten
root: ceremoni
root: nest
root: signifi
root: law
root: kindli
root: diseas
root: approach
root: r
root: cap
root: obey
root: below
root: thick
root: bell
root: august
root: consol
root: coal
root: reject
root: brilliant
root: hitherto
root: sing
root: log
root: trap
root: boston
root: safe
root: strongli
root: round
root: sacr
root: medium
root: wa
root: treat
root: inhabit
root: insist
root: float
root: extrem
>>exhibit
root: stuff
root: silenc
root: voyag
root: mamma
root: stain
root: peculiar
root: eight
root: notwithstand
root: sixti
root: tablespoon
root: editor
root: herd
root: poverti
root: perfect
root: testimoni
root: noon
root: instead
root: lamp
root: monsieur
root: apt
root: height
root: eloqu
root: comprehend
>>perpetu
root: co
root: tongu
root: forget
root: news
root: econom
root: rush
root: conscienc
root: afford
root: folli
root: twenti
root: violet
root: differ
root: salt
root: idl
root: text
root: shock
root: lift
root: messeng
root: terribl
root: el
root: crush
root: delici
root: aw
root: whip
root: act
root: feast
root: instinct
root: formerli
root: burst
root: past
root: christ
root: common
root: beg
root: precis
>>obviou
root: infant
root: cape
root: disposit
>>person
>>respect
>>affect
>>indulg
root: tom
root: h
root: henri
root: mental
>>physic
root: cost
root: background
root: british
root: stomach
root: treati
root: reserv
root: magic
root: silent
root: bundl
root: alon
root: platform
root: teacher
root: th
root: exclaim
root: matter
root: adorn
root: determin
>>further
root: acquir
>>attain
root: collect
root: right
root: joint
root: attend
root: longer
>>no
root: sale
root: bloom
root: ship
root: id
root: equip
root: win
root: warm
root: un
root: poet
root: partli
root: limb
root: happen
root: pace
root: splendid
root: guinea
>>african
>>australia
>>japan
root: lend
root: particularli
>>especi
root: feather
root: fame
root: point
root: intellectu
root: maria
root: lion
root: ida
root: volum
root: spot
root: reput
root: indign
root: brahmana
root: limit
root: guardian
root: spoil
root: murmur
root: ounc
root: lodg
root: potato
root: seriou
root: shoot
root: blush
root: error
>>manifest
root: threaten
root: sore
root: insid
root: includ
root: cloth
root: handkerchief
root: suddenli
root: brass
root: mortal
root: thousand
root: chamber
root: interv
root: smaller
root: steam
root: carri
root: suit
root: angl
root: yet
>>not
>>though
root: miser
>>worst
>>blame
root: lord
root: hesit
root: mankind
root: turn
root: pursuit
root: inch
root: shot
root: rabbit
root: esteem
root: student
root: rain
root: look
root: stage
root: head
root: own
root: report
root: afflict
root: note
root: freeli
root: sort
root: crime
root: grin
root: might
root: daughter
root: elder
root: ash
root: coast
root: tower
root: attent
root: starv
root: foundat
root: vagu
root: paint
root: dig
root: counti
root: someon
root: poison
root: occupi
root: infinit
root: unexpect
root: alexand
root: pastor
root: broad
root: calcul
root: flourish
root: germani
root: white
root: necessarili
>>tendenc
>>impli
>>essenti
root: season
root: count
root: pride
root: resourc
root: through
root: peac
root: absurd
>>notion
root: cook
root: worth
root: humor
root: git
root: scotland
root: elev
root: half
root: blood
root: month
root: age
root: three
root: forti
>>thirti
root: administr
root: se
root: us
root: q
root: passion
root: mode
>>consequ
root: impress
root: melt
root: labor
root: sound
root: proud
root: deriv
root: consist
root: presum
root: stone
root: worthi
>>truli
>>wise
root: mighti
root: papa
root: park
root: chair
root: agit
root: investig
root: compos
root: beyond
root: center
root: eastern
root: distribut
root: cun
root: footstep
root: instanc
>>case
>>ordinari
root: grow
root: bud
root: gray
root: spite
root: narrow
root: line
root: wors
root: throne
root: horror
root: shop
root: reviv
root: skill
root: scandal
root: alreadi
root: refer
root: childhood
root: scienc
root: honor
root: escap
root: ball
root: ultim
>>involv
root: popul
root: short
root: water
root: profound
root: arch
root: depart
root: grass
root: discov
root: compel
>>attempt
root: district
root: tell
root: iii
root: angri
root: veget
root: unusu
root: instrument
root: golden
root: cross
root: troop
root: repres
root: claim
root: distanc
root: space
root: scientif
root: older
root: regard
>>accord
>>therefor
>>proper
root: effect
>>chiefli
>>enabl
root: halt
root: publish
root: woe
root: statu
root: fetch
root: quot
root: wear
root: abruptli
root: meadow
root: everywher
root: bedroom
root: fill
root: german
root: box
root: star
root: then
root: lean
root: convinc
>>assur
root: folk
root: fail
>>gain
root: temperatur
root: greatli
root: pledg
root: divid
root: sword
root: sow
root: kingdom
root: firm
root: thu
>>desir
root: big
root: wonder
root: juic
root: annoy
root: promis
root: about
root: darl
root: account
root: prejudic
root: dri
root: popular
root: fort
root: abund
root: stop
root: sign
root: constantli
>>constant
root: judg
root: twice
root: laugh
root: town
root: presenc
root: cake
root: freez
root: spring
root: sweet
root: middl
root: sister
root: shell
root: sketch
root: sang
root: obtain
root: lee
root: merchant
root: type
root: flag
root: instantli
root: rod
root: calm
root: die
root: neighbor
root: front
root: fatigu
root: code
root: disput
root: proceed
root: hero
root: weak
root: rag
root: armi
root: latter
root: repli
root: echo
root: bow
root: violenc
root: load
root: buri
root: countess
root: decent
root: weapon
root: everi
root: studi
root: breakfast
root: shed
root: dislik
root: coat
root: niec
root: hous
root: guess
root: sofa
root: forehead
root: rear
root: retreat
root: fat
root: nose
root: thrust
root: terror
root: photograph
root: request
root: danc
root: anyhow
root: rescu
root: return
root: test
root: unfortun
>>anticip
root: careless
root: ach
root: mark
root: christian
root: sum
root: imagin
root: earn
root: cigar
root: check
root: chest
root: bishop
root: bore
root: scholar
root: doctor
root: knowledg
root: pastur
root: least
root: structur
root: resign
root: electr
root: dine
root: asid
root: translat
root: endeavour
root: mission
root: congress
root: final
root: delay
root: combat
root: balanc
root: fate
root: mayb
root: philosoph
>>philosophi
root: deck
root: manner
root: wealth
root: catch
root: total
root: north
root: benefit
>>profit
>>due
>>injuri
root: worship
root: committe
root: letter
root: treatment
root: lane
root: cow
root: spear
root: chines
root: fruit
root: true
root: match
root: real
root: bride
root: tobacco
root: regul
root: gentli
root: averag
root: captur
root: third
root: proclaim
root: templ
root: inspir
root: trace
root: chariti
root: sensibl
root: heed
root: offend
>>forbid
>>offenc
root: atlant
root: late
root: rude
root: weight
root: four
root: date
root: seldom
root: keep
root: jerusalem
root: sex
root: contempl
root: belong
root: part
root: besid
>>abl
root: pitch
root: swell
root: commun
root: tread
root: recent
root: drink
root: characterist
root: transfer
root: directli
root: drag
root: bid
root: ascend
root: week
root: nobodi
root: wave
root: senat
root: northern
root: honour
root: prophet
root: lament
root: central
root: son
root: entranc
root: griev
root: de
root: fleet
root: off
root: distinct
root: rang
root: special
root: stabl
root: embassi
root: mari
root: funni
root: famou
root: fact
root: kill
root: percept
root: seat
root: brook
root: cold
root: boundari
root: mourn
root: prevent
root: estat
root: admir
root: destroy
>>destruct
>>accomplish
root: hospit
root: enemi
root: independ
root: effici
root: navi
root: societi
root: nonsens
root: uncertain
root: great
root: tune
root: organ
root: shoulder
root: bite
root: green
root: trembl
root: utmost
root: island
root: curtain
root: varieti
root: liber
root: sink
root: estim
root: hope
root: preced
root: secretari
root: relat
root: magazin
root: sooner
root: way
root: ga
root: dutch
root: vehicl
root: guilti
root: miracl
root: add
root: burden
root: termin
root: morn
root: brown
root: drive
root: jewel
root: vers
root: left
root: retir
root: dwell
root: disgust
root: hollow
root: expens
root: spain
root: construct
root: lace
root: democrat
root: neat
root: sorri
root: emerg
root: somewhat
root: heap
root: ruler
root: good
root: forward
root: surrend
root: secret
root: gentl
root: preciou
root: wooden
root: arm
root: sand
root: fasten
root: opposit
root: stoop
root: unpleas
root: definit
root: exactli
root: council
root: companion
root: corpor
root: desert
root: industri
root: rob
root: firmli
root: commod
root: fall
root: cliff
root: food
root: digniti
root: obedi
root: suprem
root: arrow
root: cherish
root: art
root: fear
root: hatr
root: brief
root: wet
root: gener
root: hostil
root: joy
root: need
root: tea
root: or
>>either
root: bulk
root: suggest
root: tend
root: comrad
root: virtu
>>wisdom
root: open
root: gloomi
root: name
root: tini
root: danger
root: voic
root: glimps
root: leader
root: prey
root: distinguish
root: expedit
root: allah
root: reward
root: initi
root: desper
root: liter
root: giant
root: fragment
root: wont
root: frame
root: professor
root: clear
root: copi
root: crack
root: republ
root: truth
root: stand
root: root
root: countri
root: invest
root: togeth
root: dear
root: touch
root: deep
root: stick
root: instant
root: sigh
root: mind
root: hear
root: painter
root: fierc
root: wheat
root: found
root: chapter
root: wretch
root: cattl
root: intens
root: impos
root: histor
root: pari
root: scene
root: februari
root: ie
root: hire
root: occur
root: dead
root: supper
root: establish
root: trunk
root: swim
root: geniu
root: enterpris
root: convict
root: sick
root: man
root: pictur
root: member
root: battl
root: quickli
root: doctrin
root: footnot
root: mount
root: franc
root: grave
root: race
root: sooth
root: uniform
root: damag
root: exceedingli
root: along
root: submit
root: jest
root: design
root: pen
root: commonli
root: hill
root: jesu
root: financi
root: mention
root: speech
root: exampl
root: rapid
root: local
root: hither
root: issu
root: nearli
root: attach
root: joke
root: west
root: afraid
root: honey
root: dread
root: deliv
root: revolv
root: assum
root: envelop
root: fell
root: plate
root: needl
root: bar
root: safeti
root: fare
root: meanwhil
root: interpret
root: eagerli
root: abandon
root: play
root: citizen
root: knock
root: stare
root: mani
>>most
root: annual
root: apart
root: grief
root: cut
root: monday
root: custom
root: cream
root: betray
root: ben
root: ala
root: disguis
root: tast
root: rice
root: yield
root: dust
root: tight
root: correspond
root: perceiv
root: flow
root: rout
root: shut
root: wash
root: farewel
root: sustain
root: origin
root: branch
root: difficulti
root: receiv
root: silk
root: jame
root: project
root: embrac
root: congratul
root: penni
root: bad
root: pay
root: ann
root: sudden
root: shine
root: heavili
root: intim
root: summon
root: ad
root: absorb
root: kind
root: englishman
root: just
root: process
root: remain
root: undertak
>>occas
root: blue
root: certainti
root: nobl
root: struggl
root: medic
root: mix
root: littl
root: scriptur
root: advic
root: wine
root: swallow
root: preserv
root: signific
root: numer
root: dip
root: appoint
root: detail
root: birth
root: fashion
root: spanish
root: paper
root: cruel
root: avenu
root: wing
root: reign
root: think
root: demand
root: soul
root: happi
root: talent
root: lip
root: gleam
root: accid
root: constitut
root: combin
root: inde
root: stranger
root: number
root: activ
root: tortur
root: agre
root: both
root: elsewher
root: abroad
root: avail
root: behold
root: interest
root: audienc
root: allow
root: there
root: resum
root: carpet
root: softli
root: collar
root: accordingli
root: cell
root: shore
root: explain
root: complain
>>complaint
root: cheek
root: whi
root: na
root: element
root: fli
root: stock
root: well
root: undergo
root: soil
root: perfectli
root: affection
root: seri
root: releas
root: brow
root: find
root: adventur
root: term
root: knight
root: settl
root: bone
root: patriot
root: defenc
root: deni
root: practic
root: view
root: section
root: curl
root: insult
root: conceal
root: repent
root: gloriou
root: whenc
root: moral
root: israel
root: enjoy
root: illumin
root: gold
root: languag
root: latin
root: usual
root: hook
root: bridg
root: place
root: toss
root: steadili
root: south
root: employ
root: fulfil
root: v
root: gratitud
root: music
root: boot
root: record
root: period
root: lead
root: gather
root: sad
root: al
root: doubl
root: room
root: spi
root: poss
root: rever
root: faculti
root: much
root: fed
root: brush
root: artist
root: recept
root: acquaint
root: inner
root: ident
root: friendli
root: push
root: meal
root: thread
root: lit
root: method
root: quantiti
root: specul
root: sourc
root: rank
root: alik
root: govern
root: uneasi
root: spell
root: ambit
root: red
root: prayer
root: hardli
root: notic
root: husband
root: ador
root: repeat
root: failur
root: silver
root: poetri
root: car
root: gown
root: song
root: excess
root: distinctli
root: coloni
root: encourag
root: glanc
root: counten
root: tire
root: life
root: confin
>>entir
>>expos
root: disagre
root: channel
root: marriag
root: bob
root: envi
root: edit
root: orang
root: inform
root: sin
root: sit
root: tear
root: rue
root: frank
root: w
root: yellow
root: hold
root: far
root: piec
root: nerv
root: fire
root: shape
root: novel
root: heir
root: m
root: beard
root: smell
root: around
root: contin
root: violent
root: messag
root: command
root: shadow
root: shirt
root: public
root: comfort
root: militari
root: plan
root: agent
root: wage
root: pupil
root: hors
root: whistl
root: strip
root: j
root: cousin
root: veil
root: fish
root: frown
root: crop
root: peopl
root: western
root: oak
root: chanc
root: ear
root: seven
root: straight
root: resent
root: basket
root: anger
root: easili
root: bless
root: dismiss
root: control
root: celebr
root: brave
root: virgin
root: doorway
root: teeth
root: bond
root: pin
root: reduc
root: veri
root: shade
root: bibl
root: bowl
root: canada
root: horribl
root: compass
root: belov
root: later
root: palac
root: death
root: grandmoth
root: europ
root: recal
root: arous
root: fifteen
root: chase
root: deal
root: column
root: while
root: flash
root: tender
root: consider
root: put
root: edward
root: feebl
root: stretch
root: address
root: educ
root: exhaust
root: harvest
root: circl
root: satisfact
>>indiffer
root: saddl
root: vessel
root: sailor
root: eas
root: jack
root: descript
root: vice
root: upward
root: expenditur
root: grip
root: accustom
root: uk
root: beast
root: fig
root: wilder
root: talk
root: overcom
root: shaft
root: compliment
root: connect
root: pursu
root: surviv
root: vulgar
root: groan
root: plead
root: articl
root: c
root: introduc
root: success
root: highli
root: meat
root: gloom
root: despis
root: jew
root: hard
root: astonish
root: england
root: invit
root: extract
root: vow
root: sovereign
root: book
root: pipe
root: demonstr
root: manufactur
root: run
root: joseph
root: embarrass
root: door
root: dinner
root: heartili
root: row
root: one
>>anoth
root: extend
root: journal
root: plant
root: bread
root: servic
root: straw
root: mass
root: colleg
root: glad
root: child
root: entertain
root: trick
root: heat
root: boat
root: valley
root: rapidli
root: superior
root: fifti
root: away
root: sheet
root: chill
root: china
root: ladi
root: detect
root: curiou
root: propos
root: accompani
root: backward
root: upstair
root: today
root: spread
root: thrill
root: egypt
root: never
root: sunshin
root: pronounc
root: acid
root: reform
root: teach
root: protest
root: deer
root: overwhelm
root: evil
root: chap
root: howev
root: mother
root: agoni
root: deem
root: sake
root: resist
root: union
root: store
root: game
root: abil
root: offici
root: cover
root: convey
root: therein
root: welfar
root: opportun
root: lock
root: experi
root: raw
root: track
root: advis
root: hastili
root: light
root: duke
root: literari
root: conscious
root: slide
root: indic
root: start
root: commend
root: express
root: mirror
root: religion
root: more
root: charm
root: glass
root: wolf
root: mischief
root: shout
root: train
root: hunter
root: fairli
root: warrior
root: king
root: cours
root: oath
root: slay
root: presid
root: set
root: earl
root: cotton
root: eleven
root: tie
root: dull
root: growth
root: cave
root: pine
root: la
root: roman
root: worri
root: lost
root: provid
root: pass
root: mountain
root: layer
root: present
root: unknown
root: surround
root: seek
root: permit
root: incap
root: properli
root: agreement
root: fortun
root: heavi
root: regist
root: remot
root: curs
root: miner
root: sharpli
root: ocean
root: hunt
root: upper
root: hole
root: observ
root: miss
root: ring
root: refug
root: marvel
root: card
root: floor
root: bush
root: club
root: regular
root: l
root: flush
root: preach
root: drew
root: sat
root: capabl
root: duti
root: draw
root: famili
root: extraordinari
root: fox
root: home
root: hazard
root: attract
root: remind
root: listen
root: nine
root: shelter
root: promin
root: featur
root: ani
root: abov
root: aim
root: republican
root: caus
root: stamp
root: shiver
root: lack
root: hut
root: abus
root: ridg
root: imperi
root: ward
root: result
root: greek
root: unconsci
root: caesar
root: imprison
root: fellow
root: lap
root: accept
root: weari
root: elbow
root: amaz
root: luck
root: retain
root: moment
root: previous
root: creation
root: harmoni
root: genuin
root: thoroughli
root: unabl
root: prompt
root: inquiri
root: old
root: crimin
root: occup
root: spiritu
root: scent
root: sleep
root: readili
root: choke
root: etern
root: extra
root: flatter
root: exist
root: lay
root: upright
root: nois
root: d
root: watch
root: greatest
root: deposit
root: familiar
root: stroke
root: action
root: read
root: jump
root: strength
root: nation
root: desk
root: critic
root: owner
root: ride
root: persist
root: secur
root: rock
root: ago
root: squar
root: rule
root: anna
root: dissolv
root: drove
root: friend
root: increas
root: enlarg
root: amend
root: stir
root: natur
root: favourit
root: swiftli
root: privileg
root: guest
root: pull
root: patienc
root: corn
root: base
root: sparkl
root: soften
root: revers
root: angel
root: beach
root: jone
root: humour
root: s
root: prais
root: swing
root: access
root: thou
>>wilt
root: gift
root: medit
root: thither
root: smooth
root: mostli
root: drown
root: represent
root: flee
root: percent
root: rel
root: marshal
root: lightn
root: chees
root: gratifi
root: km
root: wick
root: chain
root: facil
root: sometim
root: paul
root: withdraw
root: seiz
root: doom
root: declin
root: fenc
root: household
root: gun
root: suspend
root: ghost
root: hate
root: friendship
root: patch
root: enorm
root: advantag
root: memori
root: america
root: shame
root: cooper
root: band
root: leav
root: lie
root: discours
root: exceed
root: thought
root: love
root: journey
root: intern
root: bench
root: wrong
root: twelv
root: heavenli
root: kitchen
root: possess
root: learn
root: aunt
root: serv
root: aspect
root: survey
root: younger
root: essay
root: becom
root: parent
root: appl
root: page
root: will
root: shortli
root: consciou
root: dearest
root: bend
root: writer
root: fair
root: perish
root: sincer
root: weigh
root: condit
root: exalt
root: tradit
root: handsom
root: luxuri
root: scheme
root: purchas
root: exclus
root: suppress
root: arrang
root: region
root: mood
root: plea
root: drunk
root: smith
root: pardon
root: provis
root: savag
root: perplex
root: clasp
root: motion
root: hit
root: cabl
root: system
root: thing
root: reproach
root: color
root: leisur
root: occasion
root: debat
root: mouth
root: glitter
root: contain
root: corner
root: driver
root: previou
root: finger
root: kneel
root: bottom
root: knee
root: tall
root: loos
root: depress
root: regret
root: robert
root: key
root: station
root: martin
root: meantim
root: forth
root: beauti
root: similar
root: earli
root: absent
root: condemn
root: ice
root: respons
root: review
root: oppress
root: distant
root: speed
root: sent
root: spare
root: reveng
root: forgiv
root: rope
root: princ
root: lad
root: improv
root: dare
root: simpl
root: wast
root: railway
root: helpless
root: fight
root: charact
root: behind
root: mechan
root: each
root: may
root: payment
root: russian
root: butter
root: exercis
root: scorn
root: p
root: size
root: whatev
>>reason
root: despair
root: furnish
root: heaven
root: profession
root: surfac
root: ornament
root: maintain
root: milk
root: sweep
root: fanci
root: shelf
root: devil
root: fine
root: under
root: attribut
root: london
root: metal
root: ti
root: former
root: also
root: africa
root: properti
root: appli
>>applic
>>requir
root: jean
root: conveni
root: post
root: bath
root: hotel
root: thoma
root: saturday
root: five
root: abod
root: doe
root: board
root: glori
root: roll
root: parliament
root: cant
root: greet
root: silli
root: none
root: execut
root: march
root: majesti
root: wipe
root: stout
root: see
root: outsid
root: window
root: instruct
root: refin
root: sixteen
>>fourteen
>>eighteen
root: exquisit
root: steadi
root: forev
root: coupl
root: hint
root: vanish
root: argu
root: nail
root: hasten
root: tragedi
root: promot
root: appar
root: hast
root: feel
root: money
root: discipl
root: recognis
root: leap
root: mud
root: materi
root: slope
root: breath
root: larger
root: david
root: can
root: chosen
root: egg
root: depth
root: bed
root: pleasant
root: courag
root: belief
root: mail
root: endur
root: shew
root: theori
root: border
root: skin
root: french
root: coars
root: laughter
root: miseri
root: await
root: replac
root: challeng
root: lowest
root: juli
root: gentleman
root: foot
root: bake
root: polit
root: take
root: fast
root: faith
root: twist
root: long
root: rare
root: repair
root: credit
root: wherefor
root: proport
root: visitor
root: eleph
root: remark
root: chang
root: wait
root: ambassador
root: flower
root: restless
root: figur
root: advanc
root: saint
root: rough
root: holi
root: punish
root: likewis
root: gasp
root: christma
root: plantat
root: rous
root: last
root: standard
root: farm
root: italian
root: billi
root: announc
root: gay
root: decid
root: hurt
root: kiss
root: difficult
root: enter
root: full
root: eleg
root: let
root: aloud
root: afterward
root: mar
root: strike
root: justifi
root: rate
root: flight
root: dollar
root: bound
root: hall
root: tiger
root: guid
root: pole
root: handl
root: climb
root: cool
root: feed
root: trust
root: suffer
root: prize
root: introduct
root: pacif
root: world
root: disappear
root: permiss
root: principl
root: saw
root: sea
root: thief
root: pearl
root: hour
root: adam
root: mixtur
root: quiver
root: economi
root: arthur
root: tail
root: swear
root: achiev
root: hot
root: jan
root: here
root: altar
root: perman
root: get
root: creat
root: thenc
root: at
root: flock
root: patient
root: flour
root: brother
root: rent
root: widow
root: product
root: slight
root: solut
root: rich
root: delight
root: substanti
root: pain
root: singl
root: governor
root: anxiou
root: fun
root: save
root: salvat
root: dolli
root: provinc
root: often
root: list
root: amiabl
root: ireland
root: histori
root: wed
root: intellig
root: tale
root: master
root: literatur
root: entitl
root: machin
root: obscur
root: daili
root: black
root: satellit
root: convert
root: comment
root: follow
root: merri
root: strong
root: chop
root: snow
root: score
root: recollect
root: crown
root: other
>>same
root: virginia
root: ventur
root: impati
root: self
root: legislatur
root: cloud
root: oh
root: composit
root: area
root: resolv
root: who
root: extern
root: sever
root: describ
root: soft
root: bliss
root: male
root: librari
root: titl
root: reader
root: length
root: excit
root: stream
root: deadli
root: enthusiasm
root: normal
root: funer
root: work
root: ignor
root: breed
root: do
root: hereaft
root: creep
root: conflict
root: divers
root: warn
root: nervou
root: slain
root: singular
root: bent
root: oliv
root: murder
root: again
root: ill
root: frequent
root: know
root: behav
root: nice
root: rub
root: aliv
root: job
root: human
root: disappoint
root: ugli
root: marbl
root: loss
root: higher
root: conclud
root: climat
root: build
root: tip
root: horn
root: induc
root: pleas
root: roar
root: settlement
root: ruth
root: loui
root: marri
root: odd
root: fade
root: model
root: utter
root: farmer
root: lesson
root: assist
root: mill
root: oblig
root: colour
root: produc
root: felt
root: defeat
root: spirit
root: hail
root: mock
root: realiz
root: continu
root: group
root: plain
root: victim
root: block
root: ancient
root: restrain
root: convent
root: labour
root: candl
root: bring
root: shook
root: clean
root: damn
root: ii
root: document
root: don
root: tabl
root: ascertain
root: divis
root: prosper
root: owe
>>neglect
>>such
root: e
root: lone
root: dress
root: noth
root: event
root: hunger
root: bare
root: dark
root: encount
root: separ
root: neighbour
root: villag
root: harm
root: european
root: bitterli
root: copper
root: goodby
root: grace
root: penetr
root: inferior
root: sway
root: must
root: youth
root: sermon
root: satisfactori
root: eye
root: yell
root: seed
root: field
root: finish
root: market
root: inevit
root: commit
root: relief
root: unit
root: shudder
root: health
root: illustri
root: string
root: moor
root: wall
root: concentr
root: correct
root: hand
root: fascin
root: commerc
root: manag
root: problem
root: decor
root: allianc
root: begin
root: sky
root: quit
root: recommend
root: onli
root: brethren
root: multitud
root: john
root: variou
root: lieuten
root: resid
root: princess
root: luci
root: asleep
root: fund
root: misfortun
root: est
root: vital
root: low
root: soon
root: citi
root: staff
root: bull
root: arrest
root: anyway
root: succeed
root: surpris
root: captain
root: steal
root: powder
root: lover
root: religi
root: strang
root: given
root: billion
root: explan
root: ma
root: graciou
root: hat
root: lose
root: therebi
root: hundr
root: path
root: cheap
root: stern
root: disciplin
root: write
root: want
root: host
root: weather
root: lili
root: vein
root: medicin
root: all
root: centuri
root: dat
root: borrow
root: partial
root: blow
root: down
root: easi
root: anxieti
root: order
root: yard
root: breast
root: cure
root: fault
root: rev
root: eager
root: contempt
root: style
root: commiss
root: spend
root: compani
root: stay
root: free
root: ray
root: display
root: dawn
root: x
root: legal
root: ate
root: poem
root: girl
root: awaken
root: consum
root: suppli
root: magnific
root: throat
root: partner
root: fairi
root: devot
root: hair
root: adapt
root: lot
root: incom
root: modern
root: deed
root: reveal
root: near
root: substitut
root: revenu
root: send
root: respond
root: monk
root: bee
root: bind
root: monarch
root: nod
root: paus
root: meet
root: strengthen
root: solid
root: befor
root: dim
root: understand
root: depend
root: o
root: earlier
root: function
root: trial
root: excel
root: stake
root: creatur
root: modest
root: men
root: symptom
root: million
root: come
root: probabl
root: map
root: excus
root: urg
root: break
root: apprehens
root: quietli
root: believ
root: decemb
root: minut
root: disturb
root: hungri
root: russia
root: fool
root: till
root: heroic
root: bottl
root: toil
root: convers
root: pollut
root: shrink
root: aid
root: southern
root: f
root: rome
root: tri
root: alli
root: torment
root: some
root: career
root: colonel
root: huge
root: cathol
root: lightli
root: merci
root: mose
root: pope
root: diamond
root: use
root: jurisdict
root: wild
root: moon
root: confirm
root: carriag
root: faint
root: bird
root: inclin
root: sail
root: complet
root: shift
root: kick
root: ridicul
root: foremost
root: interior
root: ideal
root: salut
root: rug
root: tin
root: romanc
root: grey
root: renew
root: agricultur
root: wagon
root: defect
root: contrast
root: agreeabl
root: select
root: offic
root: robe
root: georg
root: vain
root: serious
root: asham
root: justic
root: endeavor
root: wherev
root: rais
root: travel
root: grain
root: iv
root: street
root: grasp
root: farther
root: emperor
root: sens
root: tomorrow
root: andrew
root: slowli
root: river
root: somebodi
root: shield
root: question
root: somehow
root: realli
root: port
root: fright
root: salli
root: church
root: machineri
root: drop
root: lofti
root: fals
root: judici
root: dick
root: pattern
root: contact
root: domest
root: slow
root: repos
root: rest
root: across
root: earnest
root: scatter
root: mistress
root: vari
root: physician
root: fond
root: stride
root: expect
root: second
root: environ
root: trade
root: fever
root: prospect
root: bodi
root: over
root: situat
root: januari
root: contribut
root: young
root: won
root: alway
root: enough
root: sentiment
root: intend
root: thin
root: assembl
root: wide
root: snap
root: curv
root: shake
root: sam
root: awak
root: counsel
root: give
root: ye
root: two
root: anywher
root: hell
root: thereof
root: mistak
>>simpli
root: helen
root: mile
root: flutter
root: defin
root: chemic
root: vote
root: smile
root: heal
root: treasur
root: throw
root: defens
root: uncl
root: grandfath
root: stupid
root: newspap
root: acr
root: extens
root: quiet
root: en
root: locat
root: centr
root: east
root: itali
root: word
root: pepper
root: exert
root: pair
root: univers
root: consul
root: conquer
root: virtuou
root: sight
root: whirl
root: fax
root: major
root: entri
root: interrupt
root: addit
root: vision
root: piti
root: melancholi
root: flame
root: compar
>>degre
root: inquir
root: bade
root: prison
root: immedi
root: buy
root: pot
root: privat
root: territori
root: effort
root: join
root: fur
root: contract
root: chicken
root: pick
root: resembl
root: knife
root: coffe
root: sympathi
root: sir
root: cent
root: concept
root: cultur
root: toler
root: bank
root: solemn
root: brain
root: cabin
root: born
root: skirt
root: scale
root: portrait
root: task
root: storm
root: poor
root: parti
root: air
root: swift
root: fatal
root: resolut
root: gate
root: regiment
root: confus
root: futur
root: discoveri
root: ceas
root: beneath
root: camp
root: pound
root: depriv
root: clever
root: foolish
root: import
root: disgrac
root: certainli
root: after
root: individu
root: pressur
root: led
root: call
root: novemb
root: capac
root: despatch
root: evid
root: worker
root: tide
root: strict
root: even
root: within
root: sunday
root: state
root: bay
root: affair
root: leagu
root: queer
root: inherit
root: prime
root: polish
root: scream
root: hang
root: qualiti
root: wander
root: telephon
root: forc
root: export
root: pray
root: movement
root: wrath
root: temper
root: dream
root: gaze
root: perform
root: attitud
root: priest
root: feder
root: india
root: bunch
root: dart
root: theatr
root: choic
>>choos
root: undoubtedli
root: beat
root: cast
root: say
root: trifl
root: neighborhood
root: rebel
root: appear
root: crowd
root: daylight
root: print
root: wire
root: clay
root: sport
root: link
root: breez
root: vaniti
root: sheep
root: princip
root: indian
root: campaign
root: winter
root: ten
root: bitter
root: desol
root: care
root: move
root: suppos
root: fling
root: press
root: adopt
root: favor
root: refus
root: peter
root: decis
root: immort
root: tone
root: jealousi
root: linger
root: washington
root: pretti
root: seal
root: utterli
root: father
root: grate
root: cultiv
root: blaze
root: furnitur
root: signal
root: cat
root: rememb
root: emot
root: declar
root: loud
root: harri
root: specimen
root: corrupt
root: pile
root: appeal
root: tempt
root: live
root: idea
root: english
root: equal
root: cri
root: accus
root: too
root: appetit
root: doubt
root: le
root: substanc
root: flat
root: ahead
root: readi
root: creek
root: dirti
root: remov
root: despit
root: pure
root: direct
root: scarc
root: rise
root: absolut
root: commerci
root: emin
root: particip
root: forest
root: rose
root: royal
root: happili
root: six
root: somewher
root: exchang
root: beam
root: recit
root: strive
root: small
root: smite
root: foe
root: illustr
root: pack
root: haunt
root: irrit
root: alter
root: land
root: wife
root: roof
root: gestur
root: night
root: lamb
root: sharp
root: palm
root: garden
root: teaspoon
root: ha
root: april
root: passag
root: quarrel
root: war
root: seem
root: railroad
root: henc
root: new
root: liberti
root: blossom
root: napoleon
root: sugar
root: pocket
root: deserv
root: simplic
root: ground
root: york
root: alarm
root: domin
root: impuls
root: atmospher
root: cloak
root: queen
root: tax
root: intent
root: earnestli
root: omit
root: closer
root: glove
root: spoke
root: pierc
root: deceiv
root: habit
root: nurs
root: search
root: bit
root: object
root: peasant
root: erect
root: rid
root: recov
root: sire
root: flood
root: empti
root: discharg
root: slaughter
root: welcom
root: close
root: plenti
root: grant
root: immens
root: revel
root: speci
root: diplomat
root: imit
root: appreci
root: risk
root: lectur
root: delic
root: mild
root: up
root: year
root: thank
root: slaveri
root: like
root: troubl
root: shower
root: smart
root: empir
root: wrap
root: stori
root: nativ
root: injur
root: bright
root: answer
root: departur
root: realiti
root: sorrow
root: outlin
root: elect
root: institut
root: interview
root: keen
root: progress
root: pour
root: on
root: chin
root: foreign
root: speaker
root: honest
root: protect
root: wind
root: boil
root: invent
root: mutual
root: slave
root: assert
root: grand
root: prepar
root: dc
root: wood
root: slender
root: peer
root: suspicion
root: inn
root: nay
root: larg
root: captiv
root: crew
root: babi
root: minor
root: bark
root: cottag
root: leaf
root: mingl
root: best
root: steel
root: rage
root: judgment
root: y
root: badli
root: sole
root: tree
root: class
root: top
root: lower
root: humbl
root: walk
root: freedom
root: snake
root: anim
root: reliev
root: consent
root: distress
root: edg
root: gospel
root: doubtless
root: suitabl
root: civil
root: lawyer
root: energi
root: van
root: current
root: marin
root: afternoon
root: visibl
root: eat
root: god
root: negro
root: startl
root: fix
root: drift
root: slightli
root: innoc
root: timber
root: deputi
root: britain
root: consult
root: snatch
root: pale
root: school
root: tent
root: shoe
root: avoid
root: hide
root: sensat
root: rather
root: pleasur
root: femal
root: spectacl
root: lunch
root: approv
root: hinder
root: septemb
root: better
root: hurri
root: offer
root: outward
root: first
root: polici
root: midst
root: minist
root: confer
root: onc
root: bosom
root: still
root: outer
root: den
root: fourth
root: power
root: unhappi
root: trail
root: wit
root: support
root: furi
root: commenc
root: pink
root: make
root: smoke
root: heel
root: speak
root: clock
root: interfer
root: t
root: main
root: discuss
root: vi
root: drug
root: end
root: greater
root: legisl
root: plainli
root: confess
root: subsequ
root: amount
root: proposit
root: autumn
root: ruin
root: mysteri
root: em
root: whisper
root: engag
root: glow
root: influenc
root: destin
root: now
root: bill
root: stair
root: aris
root: comparison
root: transport
root: remedi
root: sun
root: plot
root: sure
root: stiff
root: elizabeth
root: oppos
root: examin
root: contriv
root: phrase
root: defend
root: net
root: almost
nsquared time:10.071127
total time:12.017052
wordList.txt deleted 100644 → 0
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