In this post I show you a few (sort of) neighbours of « yellow ». I compare the neighbourhood of the word vectors obtained from LSI (or more precisely my fast variant of LSI) and using my method « NC-ISC ». The original cooccurrence matrix has been obtained from a merge of Europarl corpus and the BNC. No preprocessing have been applied to the corpus, not even lowercasing.
The vocabulary size is about 520000, the matrix has been transformed with positive pointwise mutual information.
The cooccurrence relation is simply « the next word ». Other relations could be used (including classical word windows), but I have chosen to show you this relation because it seems to be the most basic possible.
To sum up, the 520000*520000 cooccurrence matrix containing about 25M entries has been transformed into a 192 features-words dictionary.
Here are the (long, sorry) lists obtained
- on the left, using my method (NC-ISC)
- on the right, using the equivalent of a simple LSI (i.e. a thin SVD)
Things are getting a bit weird with LSI from the 100th row, approximately. On the other hands, NC-ISC keeps listing colors, aspects (visual then physical), for quite a long time. I’m not a native English speaker, so if you want to list the « acceptable » neighbours from the bad ones, you’re welcome !
| NC-ISC | ISC (LSI) | |
| 1 | yellow | yellow |
| 2 | red | red |
| 3 | pink | pink |
| 4 | blue | blue |
| 5 | green | purple |
| 6 | purple | green |
| 7 | brown | orange |
| 8 | white | white |
| 9 | crimson | brown |
| 10 | scarlet | scarlet |
| 11 | coloured | crimson |
| 12 | grey | coloured |
| 13 | black | grey |
| 14 | orange | black |
| 15 | mauve | golden |
| 16 | turquoise | rainbow |
| 17 | shiny | violet |
| 18 | golden | saffron |
| 19 | lilac | mauve |
| 20 | thick | maroon |
| 21 | russet | Pink |
| 22 | waxy | bright |
| 23 | dyed | pale |
| 24 | yellowish | multicoloured |
| 25 | stained | buff |
| 26 | greyish | reddish |
| 27 | tawny | peach |
| 28 | beige | auburn |
| 29 | fluffy | russet |
| 30 | magenta | rosy |
| 31 | violet | whitish |
| 32 | burgundy | candy |
| 33 | striped | emerald |
| 34 | faded | waxy |
| 35 | maroon | gold |
| 36 | amber | fluorescent |
| 37 | emerald | pearly |
| 38 | pale | brownish |
| 39 | mottled | gaudy |
| 40 | indigo | dark |
| 41 | brownish | cream |
| 42 | silky | lilac |
| 43 | reddish | ochre |
| 44 | peach | amber |
| 45 | pearly | darker |
| 46 | translucent | Coloured |
| 47 | bright | neon |
| 48 | trimmed | silver |
| 49 | greenish | Red |
| 50 | pinkish | turquoise |
| 51 | silvery | dun |
| 52 | wore | tawny |
| 53 | patterned | pearl |
| 54 | buff | creamy |
| 55 | auburn | flickering |
| 56 | scuffed | striped |
| 57 | saffron | incandescent |
| 58 | ochre | pastel |
| 59 | rainbow | Purple |
| 60 | shining | spotted |
| 61 | satin | magenta |
| 62 | gaudy | apricot |
| 63 | dun | gray |
| 64 | silken | hyacinth |
| 65 | gold | pinkish |
| 66 | flecked | beige |
| 67 | bluish | rufous |
| 68 | tattered | faded |
| 69 | velvet | sprouting |
| 70 | shaggy | trailing |
| 71 | pleated | grease |
| 72 | thin | khaki |
| 73 | wearing | White |
| 74 | whitish | sooty |
| 75 | khaki | lavender |
| 76 | dark | peacock |
| 77 | beaded | fawn |
| 78 | candy | filigree |
| 79 | wears | agarose |
| 80 | greasy | sepia |
| 81 | downy | ruby |
| 82 | woven | Yellow |
| 83 | tulip | colour |
| 84 | purplish | burgundy |
| 85 | glistening | sticky |
| 86 | silver | Modotti |
| 87 | luminous | deglamorised |
| 88 | soft | Alesis |
| 89 | multicoloured | starry |
| 90 | floppy | luminous |
| 91 | veined | flaming |
| 92 | iridescent | chestnut |
| 93 | loose | Silk |
| 94 | burnished | fading |
| 95 | creamy | ruddy |
| 96 | pastel | silvery |
| 97 | embroidered | ginger |
| 98 | hyacinth | yellowish |
| 99 | crumpled | zebra |
| 100 | lacy | silk |
| 101 | edged | eye |
| 102 | wear | pencil |
| 103 | worn | Blue |
| 104 | peacock | Solenodon |
| 105 | silk | Huntershill |
| 106 | thinning | 3450 |
| 107 | matching | tinsel |
| 108 | lustrous | iridescent |
| 109 | billowing | Black |
| 110 | Pale | silken |
| 111 | shades | navy |
| 112 | tousled | Vingoleuse |
| 113 | flowered | Treve |
| 114 | frayed | Airway |
| 115 | gloss | plum |
| 116 | plaited | reggaeish |
| 117 | lavender | ignorers |
| 118 | gleaming | ×30 |
| 119 | navy | lotus |
| 120 | tinted | taffeta |
| 121 | oily | pleated |
| 122 | fawn | iris |
| 123 | rosy | patterned |
| 124 | tinsel | Smoltine |
| 125 | sported | Informatics |
| 126 | necked | Glengowan |
| 127 | Thick | NUMEROSO |
| 128 | streaked | Hedgecock |
| 129 | tan | Chiropodist |
| 130 | ruby | rust |
| 131 | speckled | colouring |
| 132 | wavy | indelible |
| 133 | brimmed | TPS |
| 134 | waxed | Scadplus |
| 135 | livid | PORC |
| 136 | stripe | AVERAGES |
| 137 | feathery | indigo |
| 138 | fondant | variegated |
| 139 | baggy | spots |
| 140 | waterproof | Nikši |
| 141 | spiky | Funshineland |
| 142 | glossy | Fencot |
| 143 | dusky | lime |
| 144 | frothy | tired… |
| 145 | bloodstained | Hopgood |
| 146 | curly | Claredon |
| 147 | swathed | musk |
| 148 | trailing | Bright |
| 149 | bushy | beaded |
| 150 | taffeta | purplish |
| 151 | brocade | immunostaining |
| 152 | glowing | Chalwyn |
| 153 | spattered | 6U |
| 154 | pearl | lemon |
| 155 | wispy | youcallems |
| 156 | rufous | Uists |
| 157 | fleshy | slipcase |
| 158 | gray | 350bhp |
| 159 | tinged | toffee |
| 160 | chunky | brighter |
| 161 | darker | rayon |
| 162 | grubby | glowing |
| 163 | smudged | matt |
| 164 | toning | Whiggism |
| 165 | frilly | Savas |
| 166 | garish | Bogakovsky |
| 167 | donned | Pale |
| 168 | creased | singlehandedly |
| 169 | quilted | SHU |
| 170 | dripping | cigarettes… |
| 171 | bleached | Sherland |
| 172 | cream | Shantytown |
| 173 | mulberry | Ribman |
| 174 | wet | embroidered |
| 175 | fluorescent | Najaar |
| 176 | leathery | fez |
| 177 | matt | DELIMITING |
| 178 | sticky | peaches |
| 179 | whiter | halogen |
| 180 | ragged | Leaves |
| 181 | shapeless | Springvale |
| 182 | chestnut | FFr37 |
| 183 | cotton | 37344 |
| 184 | coarse | Sponge |
| 185 | jewelled | LCpl |
| 186 | dainty | 95b |
| 187 | woolly | shaped |
| 188 | shaped | Saffron |
| 189 | enamelled | ites |
| 190 | encrusted | INTELLIGENTSIA |
| 191 | lace | Southleaze |
| 192 | cropped | peneplanation |
| 193 | leather | kickers |
| 194 | soaked | Sautoy |
| 195 | velvety | Hardyman |
| 196 | ribbed | Batcave |
| 197 | greying | brayes |
| 198 | rumpled | olive |
| 199 | plaid | Milou |
| 200 | oatmeal | FLICKERED |
| 201 | curling | Dorada |
| 202 | sleeveless | Jegsy |
| 203 | straw | Grenside |
| 204 | frilled | Conversative |
| 205 | collared | Paraty |
| 206 | delicate | Gartnavel |
| 207 | starched | 12 |
| 208 | oiled | WENBAN |
| 209 | feather | hobbyhorse |
| 210 | torn | comest |
| 211 | damp | lapis |
| 212 | smeared | flame |
| 213 | flowery | wheelback |
| 214 | gorgeous | trunkal |
| 215 | buttoned | Galatsaray |
| 216 | crepe | BLIND |
| 217 | crinkled | fiery |
| 218 | sleeved | bluish |
| 219 | inky | Nayakkar |
| 220 | knitted | Yidjaru |
| 221 | spiked | videotelephony |
| 222 | chequered | Skerneside |
| 223 | sooty | Woodall |
| 224 | paler | RIOTING |
| 225 | tartan | Focker |
| 226 | plain | Assaf |
| 227 | enveloping | Progressional |
| 228 | folds | Chapmans |
| 229 | beading | Brochwel |
| 230 | dappled | satin |
| 231 | woollen | uncleanly |
| 232 | clean | Lemonhead |
| 233 | Wearing | BOWN |
| 234 | matted | paler |
| 235 | soiled | oily |
| 236 | fringed | Grey |
| 237 | underparts | Vaches |
| 238 | tatty | stridently |
| 239 | towelling | Alternation |
| 240 | crisp | Æthelingadene |
| 241 | reds | whiter |
| 242 | ivory | Jechan |
| 243 | denim | harakiri |
| 244 | streaks | Dominelli |
| 245 | blouses | whol |
| 246 | pinks | theistic |
| 247 | suede | Channelling |
| 248 | milky | Turania |
| 249 | necklaces | OESD |
| 250 | heavy | Gorbal |
| 251 | floral | Manningtree |
| 252 | olive | Huskison |
| 253 | beneath | Ambrumenil |
| 254 | coats | Sciskalsi |
| 255 | nylon | methylguanine |
| 256 | shimmering | governmentally |
| 257 | protective | WOODARD |
| 258 | powdered | patchiness |
| 259 | voluminous | llah |
| 260 | hooded | foliage |
| 261 | linen | Yant |
| 262 | tweed | CLIT |
| 263 | furry | 9Sinclair |
| 264 | apricot | Flint… |
| 265 | yellowing | doubleheader |
| 266 | unbuttoned | 4252 |
| 267 | chipped | quartz |
| 268 | thicker | mulberry |
| 269 | feathered | Lingerie |
| 270 | painted | Cessnock |
| 271 | rubber | 24X |
| 272 | opaque | blond |
| 273 | soled | showjumps |
| 274 | stiff | colors |
| 275 | tufted | Chencellor |
| 276 | flimsy | downy |
| 277 | sodden | Krankoor |
| 278 | ruddy | HUH |
| 279 | belted | Boehmer |
| 280 | wool | modest… |
| 281 | bulbous | Learner |
| 282 | tiny | KATAHDIN |
| 283 | blond | Caterall |
| 284 | ruffled | Thoroughbred |
| 285 | chiffon | Jangpura |
| 286 | threadbare | cathexes |
| 287 | gauze | Areca |
| 288 | polyester | currant |
| 289 | dense | dappled |
| 290 | muslin | blackcurrant |
| 291 | drape | POPULARITY |
| 292 | patchwork | MAXCompress |
| 293 | padded | Biz |
| 294 | scented | dabbed |
| 295 | oversized | unislamic |
| 296 | shirts | insensiblement |
| 297 | ripped | 40dB |
| 298 | Coloured | uncultivatable |
| 299 | lightweight | tonner |
| 300 | banded | Tianawa |
| 301 | wax | Photoionization |
| 302 | thickest | hatchways |
| 303 | damask | erth |
| 304 | scorched | pumpkin |
| 305 | balaclava | shining |
| 306 | dresses | ovule |
| 307 | flashing | COMMENTARIES |
| 308 | parchment | Chegwin |
| 309 | gloves | scented |
| 310 | wrinkled | Weidhaas |
| 311 | corduroy | Thornycroft |
| 312 | flecks | Gulbot |
| 313 | scaly | tunny |
| 314 | braided | MAVRA |
| 315 | Thin | 2844186 |
| 316 | camouflage | regularised |
| 317 | festooned | Phonoctonus |
| 318 | length | Mr Dmitri Rogozin |
| 319 | dusty | Leskov |
| 320 | fur | RELEVANCY |
| 321 | jersey | RDP |
| 322 | wrapped | 172ff |
| 323 | tangled | interclonal |
| 324 | crochet | horsehair |
| 325 | sleek | FRAK |
| 326 | cardigan | brushy |
| 327 | socks | Pole… |
| 328 | straggly | fundraisers |
| 329 | swirling | 2872 |
| 330 | jade | rainbows |
| 331 | flaming | wisps |
| 332 | rust | laryngitis |
| 333 | patched | Hyett |
| 334 | sepia | BYRD |
| 335 | trousers | xerophilous |
| 336 | sapphire | Voxes |
| 337 | mourning | Anrep |
| 338 | coated | Hromada |
| 339 | fuzzy | Heterosexism |
| 340 | dirty | Atharva |
| 341 | pinned | Dewell |
| 342 | flared | BF397 |
| 343 | fluted | 42m |
| 344 | mandarin | feather |
| 345 | gowns | Shakeshaft |
| 346 | pubic | DUNROSSIL |
| 347 | washable | carless |
| 348 | peeling | lacy |
| 349 | washed | HCF |
| 350 | smooth | Brenbachhof |
| 351 | breasted | Axioms |
| 352 | tight | Sarasvati |
| 353 | icing | Macilwain |
| 354 | eggshell | Arent |
| 355 | primrose | TSh22 |
| 356 | peaked | Plus’ |
| 357 | outsize | Lackham |
| 358 | piece | bloom |
| 359 | draped | quantititative |
| 360 | cashmere | Luczak |
| 361 | textured | 0Å |
| 362 | plucked | Leucadia |
| 363 | moss | finmarchicus |
| 364 | stripes | Campanella |
| 365 | glinting | Spp |
| 366 | patches | Rustenburg |
| 367 | wiped | 601222 |
| 368 | tights | 34s |
| 369 | skirt | tenetur |
| 370 | resplendent | Munchmallows |
| 371 | coral | Antenna |
| 372 | polished | outcoming |
| 373 | tablecloths | Gaeumannomyces |
| 374 | spotted | Culross |
| 375 | wrinkle | Thanquo |
| 376 | fine | panopticon |
| 377 | breeches | Multitude |
| 378 | stockings | Porthmoina |
| 379 | oval | OLLIER |
| 380 | greaseproof | Adamek |
| 381 | pyjama | weasel |
| 382 | calico | SPECTROMETER |
| 383 | hues | Shielding |
| 384 | weave | dunnos |
| 385 | blotched | Luddesdowne |
| 386 | oblong | Colvern |
| 387 | drooping | ‘State |
| 388 | plastic | jewelled |
| 389 | jeans | Alphatronic |
| 390 | colour | 198os |
| 391 | longish | ×11 |
| 392 | rayon | waives |
| 393 | slanting | R150 |
| 394 | lacquered | FRENCHAY |
| 395 | bridal | Shepperdson |
| 396 | fake | Mr Victorino |
| 397 | fitting | Midas |
| 398 | discoloured | mGal |
| 399 | light | garish |
| 400 | puffy | wax |
| 401 | ebony | ripstop |
| 402 | clinging | INITIAL |
| 403 | Soft | homotransplants |
| 404 | warm | ‘enlargement |
| 405 | latex | Fashionable |
| 406 | flannel | connotated |
| 407 | flickering | BARLASTON |
| 408 | crested | unphysiologic |
| 409 | gilt | recalcitrance |
| 410 | glittering | overwhelmimg |
| 411 | slim | Assimularum |
| 412 | tufts | shaggy |
| 413 | neat | procedurely |
| 414 | dampened | plasmic |
| 415 | holly | Huddersfield… |
| 416 | skimpy | 357 |
| 417 | napkins | discoloured |
| 418 | covered | traversers |
| 419 | azure | Debriefed |
| 420 | quilts | Chakri |
| 421 | battered | Yeager |
| 422 | leaf | Tanichthys |
| 423 | sheepskin | shine… |
| 424 | foliage | maintance |
| 425 | hessian | kwoon |
| 426 | sparkling | Dated |
| 427 | metallic | Mallei |
| 428 | marzipan | Grassmarket |
| 429 | wisps | aparthied |
| 430 | knit | pusilla |
| 431 | springy | commmunity |
| 432 | tailored | 30287 |
| 433 | coat | Pinguli |
| 434 | pitted | Kouyate |
| 435 | blazer | Atwater |
| 436 | ashen | soul… |
| 437 | frosted | reinstalls |
| 438 | hugging | Esser |
| 439 | fading | STUTTARD |
| 440 | bald | RICO |
| 441 | underneath | 15billion |
| 442 | cloudy | TINGAY |
| 443 | rustling | putrefaction |
| 444 | leggings | mandrills |
| 445 | perfumed | ameasure |
| 446 | Bright | picking |
| 447 | neon | overpriecd |
| 448 | filament | aftershocks |
| 449 | caked | 33min |
| 450 | straggling | Rusu |
| 451 | cut | reinterprets |
| 452 | shabby | cetane |
| 453 | pair | backslaps |
| 454 | bead | 36403 |
| 455 | cloth | 35845 |
| 456 | vests | MDA |
| 457 | knotted | holdful |
| 458 | smoothing | Benzel |
| 459 | quartered | noronhianum |
| 460 | cardigans | Création |
| 461 | zipped | airbrushing |
| 462 | mop | 48 |
| 463 | laced | cherry |
| 464 | sequins | Taglialatela |
| 465 | bulging | McKENZIE |
| 466 | pile | Franjiyah |
| 467 | pendants | thicker |
| 468 | pullover | Playle |
| 469 | sweaters | Meanwood |
| 470 | ginger | asymptotically |
| 471 | flowing | Sephton |
| 472 | redness | Perring |
| 473 | jerseys | Gawn |
| 474 | twinkling | imploded |
| 475 | globular | consultat |
| 476 | yellows | bossiest |
| 477 | bulky | reinvesting |
| 478 | brushed | Quarryman |
| 479 | weathered | 9BY |
| 480 | patchy | brioche |
| 481 | shirt | Biceps |
| 482 | unsightly | Athelstone |
| 483 | Matching | milky |
| 484 | colours | Labden |
| 485 | stuffed | HAPPENING |
| 486 | rimmed | 35006 |
| 487 | bonnets | Descents |
| 488 | shreds | carburettors |
| 489 | drab | ANNULLED |
| 490 | variegated | stabilizers… |
| 491 | folded | SRPS |
| 492 | grimy | Shatalin |
| 493 | glint | Frolunda |
| 494 | unwashed | Precipitation |
| 495 | discarded | Dyli |
| 496 | smoky | becos |
| 497 | moistened | Watson’s |
| 498 | pearls | reigneth |
| 499 | supple | cruisy |
| 500 | misty | unprejudiced |
| 501 | laundered | monologuing |
| 502 | bristling | Arlingham |
| 503 | charred | SAFARI |
| 504 | canvas | Mulder report |
| 505 | bronze | Leavism |
| 506 | plump | trala |
| 507 | wallpaper | Souchong |
| 508 | viscose | pinniped |
| 509 | large | Hubner |
| 510 | dabbed | GERBER |
| 511 | waistband | Eginhard |
| 512 | Leather | repetivity |
| 513 | moist | ple |
| 514 | tunic | DosFax |
| 515 | pallid | Nettos |
| 516 | anorak | Cardmember |
| 517 | lighter | 300µ |
| 518 | marbled | polyester |
| 519 | heeled | Wisk |
| 520 | beads | Meyssac |
| 521 | sprouting | Menial |
| 522 | earrings | zest |
| 523 | beautiful | korm |
| 524 | diamond | Crumbleholme |
| 525 | fleece | countryside… |
| 526 | soak | hooded |
| 527 | blazing | ILE |
| 528 | blonde | gooks |
| 529 | Silk | Burrells |
| 530 | unkempt | clotted |
| 531 | sheets | Vick |
| 532 | burnt | Padric |
| 533 | furs | inefficiency’ |
| 534 | bikini | TH |
| 535 | acrylic | Gontcharova |
| 536 | polish | fleecewear |
| 537 | hats | Rougement |
| 538 | canary | McMahons |
| 539 | dishevelled | COWBOY |
| 540 | dove | candle |
| 541 | glassy | Osley |
| 542 | soaking | gluconeogenic |
| 543 | daisies | Abernant |
| 544 | tarred | p603 |
| 545 | luxuriant | Musicale |
| 546 | Colours | Creamstick |
| 547 | sprayed | Sepolcro |
| 548 | proofed | Isireli |
| 549 | greased | Gomolzig |
| 550 | ribbons | Tantric |
| 551 | ripping | pitchshifter |
| 552 | ruff | A698 |
| 553 | petticoat | Sellick |
| 554 | studded | Kucera |
| 555 | slender | forestalling |
| 556 | stray | artound |
| 557 | dry | blossom |
| 558 | borrowed | Virginiamycin |
| 559 | lime | dideoxynucleoside |
| 560 | dull | Ablington |
| 561 | powdery | Laniel |
| 562 | jackets | introverts |
| 563 | fingering | barne |
| 564 | impregnated | wryed |
| 565 | charcoal | Tablecloth |
| 566 | pencil | shall… |
| 567 | lemon | Luciers |
| 568 | fabrics | sallow |
| 569 | lumpy | XZ |
| 570 | tubers | recommit |
| 571 | handmade | Brueghelesque |
| 572 | fragrant | NIA |
| 573 | tarnished | colas |
| 574 | ringed | Angouleme |
| 575 | christening | Moston |
| 576 | plum | heifers… |
| 577 | spiny | Benthamism |
| 578 | rippling | TURBOCHARGER |
| 579 | crushed | tailplane |
| 580 | Tiny | pristina |
| 581 | conical | Matterson |
| 582 | spotless | txt |
| 583 | scraps | prizewinning |
| 584 | Nylon | Phelps… |
| 585 | chintz | SUSPECT |
| 586 | lotus | RA2 |
| 587 | rough | Dauson |
| 588 | Armani | Vistec |
| 589 | walnut | differention |
| 590 | embossed | Aaronis |
| 591 | scratchy | sighed… |
| 592 | blackened | recheck |
| 593 | clumps | Conference… |
| 594 | daisy | seablite |
| 595 | feathers | Kalff |
| 596 | pierced | Jalil |
| 597 | lily | Reserved |
| 598 | rosette | FITZ |
| 599 | moulded | burns… |
| 600 | plumes | Imlay |
| 601 | cherry | Grind |
| 602 | buttons | CRICKLADE |
| 603 | scrubbed | Chironomids |
| 604 | tipped | 35800 |
| 605 | bog | 35440 |
| 606 | lined | Menear |
| 607 | garlands | Yonis |
| 608 | long | Unaccustomed |
| 609 | flower | Filtertrons |
| 610 | skins | tangent… |
| 611 | sweater | ScanWorX |
| 612 | wreaths | Perón |
| 613 | big | Shomron |
| 614 | tapered | counterpointed |
| 615 | sparse | birdfeeder |
| 616 | trails | Watsonians |
| 617 | flaking | Loofah |
| 618 | hoop | Heihachiró0 |
| 619 | looping | CHOLANGITIS |
| 620 | flaring | Spray |
| 621 | chrysanthemums | plucked |
| 622 | jagged | HAYES |
| 623 | puff | COWGILL |
| 624 | framing | Affreca |
| 625 | indelible | stockyard |
| 626 | shoes | Sew |
| 627 | glistened | oppin |
| 628 | crescent | equids |
| 629 | pelmet | Pesth |
| 630 | aprons | 829934 |
| 631 | autumnal | 38285 |
| 632 | brighter | Wrighting |
| 633 | shrivelled | Sima |
| 634 | blossom | Almeyda |
| 635 | incandescent | reedbed |
| 636 | handkerchiefs | Chis |
| 637 | jacket | 0X14 |
| 638 | sickly | MiL |
| 639 | Pink | homesteads |
| 640 | leaden | aeriological |
| 641 | lurid | brigged |
| 642 | spare | tartan |
| 643 | softer | Orgasmic |
| 644 | hazy | Bosher |
| 645 | cloaks | 3 billion |
| 646 | lipstick | sunbronzed |
| 647 | ply | M2000 |
| 648 | hairy | 4000rpm |
| 649 | heather | monorails |
| 650 | filigree | Dü |
| 651 | flattened | 6340 |
| 652 | polishing | 6308 |
| 653 | uncut | mee |
| 654 | sheen | Chasserieau |
| 655 | flawless | calabrese |
| 656 | mustard | NYMR |
| 657 | carat | Cionnaith |
| 658 | sandalwood | 14g |
| 659 | greys | preconditions… |
| 660 | lovely | Jigsaw… |
| 661 | smart | ciliary |
| 662 | colouring | uncontestable |
| 663 | sleeve | Lightup |
| 664 | small | Hunterson |
| 665 | puffs | colossuses |
| 666 | sagging | Aviv11 |
| 667 | browns | ALUMNI |
| 668 | complexion | prospering |
| 669 | sweatshirt | Coenzyme |
| 670 | balding | BRAC1 |
| 671 | toffee | Boeschen |
| 672 | trouser | UV |
| 673 | decorated | lilies |
| 674 | lilies | Quaranta |
| 675 | berries | ORGANIZATION |
| 676 | pants | Discocam |
| 677 | paint | Cuj |
| 678 | gleam | mint |
| 679 | muddy | nystatin |
| 680 | bodice | Gerad |
| 681 | ubiquitous | Cyzicus |
| 682 | shaven | VILES |
| 683 | brittle | Spaceway |
| 684 | cardboard | Leff |
| 685 | skirts | Glenochil |
| 686 | scruffy | Brunell |
| 687 | splashed | benzhydryl |
| 688 | jumper | Urquiza |
| 689 | unopened | Retrovirus |
| 690 | dusting | Danielles |
| 691 | fresh | Lorrazo |
| 692 | sew | caringly |
| 693 | flamed | antic |
| 694 | Liberty | gns |
| 695 | ironed | Eworp |
| 696 | slimy | Choleitis |
| 697 | gilded | flecks |
| 698 | vest | lapel |
| 699 | tortoiseshell | Waldachquelle |
| 700 | watery | pensioned |
| 701 | sock | Lotery |
| 702 | burning | depanments |
| 703 | branched | semaphore |
| 704 | winged | fluffy |
| 705 | ivy | cryonic |
| 706 | huge | Biomimetic |
| 707 | stubby | AEROBIC |
| 708 | petals | VW |
| 709 | gnarled | IL6b |
| 710 | pasty | Glitterbest |
| 711 | iris | enjoying… |
| 712 | flowers | PERSPEX |
| 713 | checked | hoes |
| 714 | slacks | 930410 |
| 715 | broken | Vremya |
| 716 | embroidery | Peneva |
| 717 | detachable | storybook |
| 718 | mossy | Cherryh |
| 719 | limp | Balmbra |
| 720 | whiteness | gorse |
| 721 | conspicuous | Glossatella |
| 722 | bristle | camps… |
| 723 | rubies | Baverstock |
| 724 | prettiest | Priester |
| 725 | tall | Partlett |
| 726 | withered | destabilized |
| 727 | shawls | daisies |
| 728 | neckline | spankers |
| 729 | emeralds | skunktail |
| 730 | fiery | cropmarks |
| 731 | collar | transients |
| 732 | foil | stedefast |
| 733 | toned | coxite |
| 734 | stitched | Batteux |
| 735 | filler | gloss |
| 736 | ribbon | swished |
| 737 | fat | interdefinable |
| 738 | braid | CATI |
| 739 | beard | biomagnification |
| 740 | antique | dab |
| 741 | honeyed | velvet |
| 742 | fancy | Value……………………… |
| 743 | nondescript | NDEP |
| 744 | spotty | Gencer |
| 745 | sallow | Tomme |
| 746 | jewel | forties… |
| 747 | boots | fleurs |
| 748 | rustle | Républicain |
| 749 | scarf | Kuldip |
| 750 | skin | Gradu |
| 751 | threaded | Emigration |
| 752 | Choose | pea |
| 753 | wood | Placid |
| 754 | horny | Pfarrkirche |
| 755 | rusty | Lidia |
| 756 | shedding | Roncagliolo |
| 757 | nice | Remeliik |
| 758 | bloodied | Koupetschesky |
| 759 | waving | wreaths |
| 760 | arching | Bare |
| 761 | soggy | towelling |
| 762 | squat | snowbridges |
| 763 | flat | Carita |
| 764 | spurs | Boèce |
| 765 | proverbial | Yasa |
| 766 | misshapen | Sleeve |
| 767 | outer | schlemiel |
| 768 | zebra | Biddics |
| 769 | vinyl | Ll |
| 770 | stout | HepG2 |
| 771 | grit | Gwynion |
| 772 | squashed | TYRANT |
| 773 | cuffs | tossed… |
| 774 | jacquard | Mikoian |
| 775 | rosewood | poppies |
| 776 | trim | interactants |
| 777 | skirted | DECIDING |
| 778 | irises | 9186 |
| 779 | layers | Micah |
| 780 | smelling | BAZALGEE |
| 781 | inch | Anu |
| 782 | thinner | pencilled |
| 783 | brush | LIPA |
| 784 | honey | Kutnick |
| 785 | swarthy | Catalyst |
| 786 | prickly | Investronica |
| 787 | garland | himeslf |
| 788 | sized | Clarkes |
| 789 | thickness | chiffon |
| 790 | claret | ultramarine |
| 791 | sleeves | Moraes’ |
| 792 | fluttering | Brantôme |
| 793 | dress | Biella |
| 794 | chrome | shiksas |
| 795 | tasteful | Rosehearty |
| 796 | nape | Neutron |
| 797 | blouse | Ceterum |
| 798 | fetching | Arabesque |
| 799 | shorn | Altitudes |
| 800 | Cotton | Classing |
| 801 | caps | Basalts |
| 802 | snowy | 6346 |
| 803 | raincoat | Skjelstad |
| 804 | absorbent | Alken |
| 805 | sage | 2174 |
| 806 | wiry | leopard |
| 807 | strawberry | Nimr |
| 808 | elasticated | crisis… |
| 809 | fabric | cogitated |
| 810 | spindly | Puanga |
| 811 | expanse | McLeary |
| 812 | ornamented | bel… |
| 813 | coiled | vibromassage |
| 814 | Huge | METABOLIC |
| 815 | snowdrops | 70D |
| 816 | sunglasses | SaO |
| 817 | paper | KAZAN |
| 818 | stemmed | Ikons |
| 819 | powder | veche |
| 820 | snaking | Munroists |
| 821 | halo | lebanon |
| 822 | lazuli | cruise… |
| 823 | pulling | CONSUMPTION |
| 824 | bales | chemcials |
| 825 | garnet | tungsten |
| 826 | lapel | Strijd |
| 827 | brushes | OFI |
| 828 | silvered | beylerbeyi |
| 829 | dislodged | Lowdens |
| 830 | splashes | Crossraguel |
| 831 | dim | Anaxis |
| 832 | distinctive | unornamented |
| 833 | worsted | Jubbergate |
| 834 | bearing | 1342 |
| 835 | pieces | grape |
| 836 | interlaced | Strandley |
| 837 | smouldering | Ns |
| 838 | elm | HENCHER |
| 839 | spinning | Kneecap |
| 840 | wreath | flybar |
| 841 | blobs | Toner |
| 842 | picking | proscuting |
| 843 | bluebells | 5569 |
| 844 | shredded | PERSHORE |
| 845 | thickening | miocenia |
| 846 | Leaves | Briancon |
| 847 | strip | Terrorize |
| 848 | square | praying… |
| 849 | spongy | COSATU |
| 850 | clutching | Mibenge |
| 851 | streaming | hollies |
| 852 | frock | Cerrej |
| 853 | foam | Thirlmere |
| 854 | barred | Rendition |
| 855 | helmet | Brokes |
| 856 | succulent | honeyed |
| 857 | roses | theres |
| 858 | boned | sweden |
| 859 | copper | priately |
| 860 | humped | 8TR |
| 861 | pristine | Penylan |
| 862 | turban | incon |
| 863 | wrap | Bhadra |
| 864 | bunches | hambre |
| 865 | patch | divebombing |
| 866 | rims | absi |
| 867 | hazel | roses |
| 868 | untidy | crackle |
| 869 | scarves | obrigado |
| 870 | bare | hea |
| 871 | poppy | Fortrey |
| 872 | musk | LIVID |
| 873 | wash | Creamware |
| 874 | grained | sunclocks |
| 875 | leaves | Peep |
| 876 | coconut | FILLON |
| 877 | murky | Gerlaud |
| 878 | upturned | Cotingidae |
| 879 | bottoms | Connecting |
| 880 | straightening | argu |
| 881 | finer | persons’ |
| 882 | tinder | LLC |
| 883 | deep | indistinctness |
| 884 | spray | smellies |
| 885 | shouldered | Convene |
| 886 | solid | CLARIS |
| 887 | mahogany | Sneh |
| 888 | neck | schematized |
| 889 | plated | Maplins |
| 890 | wizened | Jain |
| 891 | tearing | E408 |
| 892 | double | Upottery |
| 893 | layered | Redskin |
| 894 | waistcoat | Cuchinan |
| 895 | Dark | lentoid |
| 896 | corkscrew | Bowery |
| 897 | cone | ARTscribble |
| 898 | colourless | uncomfy |
| 899 | mane | Oddfacts |
| 900 | cool | famille |
| 901 | puckered | Paritsa |
| 902 | invisible | midis |
| 903 | thread | ESSE |
| 904 | hair | centaury |
| 905 | ink | ‘stopping |
| 906 | submerged | Palafox |
| 907 | giant | Indegestion |
| 908 | sewing | biffos |
| 909 | gilding | chilli |
| 910 | rubbed | oyster |
| 911 | straight | Collingbourne |
| 912 | bamboo | Chambord |
| 913 | quartz | aec |
| 914 | pine | Pectinid |
| 915 | decorative | maximisers |
| 916 | tuck | fatalist |
| 917 | miniature | Tavola |
| 918 | pith | morosus |
| 919 | polyurethane | matriculation |
| 920 | tips | ‘SMEs’ |
| 921 | ghostly | Yat |
| 922 | parched | Mr Guardans |
| 923 | immaculate | Bytlm |
| 924 | folding | hinter |
| 925 | flinging | Godowski |
| 926 | soapy | Cottesmore |
| 927 | little | puffer |
| 928 | threads | HELLINCKX |
| 929 | frocks | genitors |
| 930 | pressed | specks |
| 931 | carved | woven |
| 932 | porous | Skeppargatan |
| 933 | bark | Desforges |
| 934 | laurel | certitude |
| 935 | inlaid | GB5OWA |
| 936 | rosettes | Delbigot |
| 937 | corrugated | ANTONIO |
| 938 | bits | Parishenors |
| 939 | polypropylene | idiocies |
| 940 | raven | Cassian |
| 941 | blob | ruralists |
| 942 | vivid | meva |
| 943 | gorse | Diag |
| 944 | tooth | mobius |
| 945 | silks | McEnery |
| 946 | sprouted | Gandini |
| 947 | Smooth | tallow |
| 948 | darned | TAKA |
| 949 | brass | PERSPIRANT |
| 950 | pewter | Brochure |
| 951 | starry | hagiographical |
| 952 | blurred | DSDL |
| 953 | ash | blackamoor… |
| 954 | edges | THERESIA |
| 955 | tucking | Kominsky |
| 956 | cap | congratters |
| 957 | dusted | Plexaurelia |
| 958 | encased | Mayrhofen |
| 959 | rubbery | boyu |
| 960 | resemble | Rzeszow |
| 961 | frills | playsafe |
| 962 | strips | Birkin |
| 963 | berry | 540534865 |
| 964 | hat | flash |
| 965 | spikes | unsat… |
| 966 | vibrating | dyssynergic |
| 967 | colourful | budwood |
| 968 | wrapping | Cantley |
| 969 | Grey | Arcadiae |
| 970 | shorts | 35690 |
| 971 | rounded | streamers |
| 972 | blacker | Watadar |
| 973 | tapering | Mortimers |
| 974 | pear | 2500km |
| 975 | pared | loaning |
| 976 | beaver | Hutchens |
| 977 | blackcurrant | Blake… |
| 978 | cascading | terbutaline |
| 979 | tops | preoccupied… |
| 980 | wide | messiah |
| 981 | curved | BACKBITING |
| 982 | lettered | De |
| 983 | stitch | tilling |
| 984 | dried | Jubb |
| 985 | flapping | gem… |
| 986 | crusty | patrimonies |
| 987 | triangular | Nevsky |
| 988 | imitation | FORESKIN |
| 989 | mink | Tiaan |
| 990 | polythene | neckroll |
| 991 | glass | 5390 |
| 992 | chandeliers | sialyl |
| 993 | scratches | Coughing |
| 994 | twirling | Chemsafe |
| 995 | slit | poppin |
| 996 | hanging | Bocharov |
| 997 | shell | 109G |
| 998 | oyster | QUINTIN |
| 999 | sycamore | phenomenalist |
| 1000 | reversible | Hillyards |
| 1001 | suffused | dim |
| 1002 | violets | Narcolepsy |
| 1003 | whipped | ELECTROCUTION |
| 1004 | lump | Breakage |
| 1005 | streamers | XL70 |
| 1006 | brushing | Awad |
| 1007 | sculpted | 6049 |
| 1008 | sheet | Misérables |
| 1009 | pointed | Clubturf |
| 1010 | hot | Bashkirria |
| 1011 | maple | coriander |
| 1012 | mellow | McKeller |
| 1013 | twisted | Lydie |
| 1014 | clipped | Iddon |
| 1015 | shaved | Realisation |
| 1016 | rosemary | prehybridized |
| 1017 | upholstered | Platonov |
| 1018 | blossoming | Serei |
| 1019 | carpets | intelligen |
| 1020 | Bare | Capers |
| 1021 | pairs | traffics |
| 1022 | cupped | originali |
| 1023 | almond | Lahej |
| 1024 | honeysuckle | stalky |
