{"id":3469,"date":"2023-04-15T17:26:53","date_gmt":"2023-04-15T17:26:53","guid":{"rendered":"https:\/\/www.jamez.it\/blog\/?p=3469"},"modified":"2024-02-01T17:31:03","modified_gmt":"2024-02-01T17:31:03","slug":"uncovering-uncommon-words-city-quartz-mike-davis","status":"publish","type":"post","link":"https:\/\/jamez.it\/blog\/2023\/04\/15\/uncovering-uncommon-words-city-quartz-mike-davis\/","title":{"rendered":"Uncovering Uncommon Words in “City of Quartz” by Mike Davis"},"content":{"rendered":"

Recently, I finished reading “City of Quartz: Excavating the Future in Los Angeles” by Mike Davis. The book is an incredible journey through the history of Los Angeles, exploring its urban, social, and political landscapes. While diving into the story, I was struck by Davis’ unique writing style and the sheer number of uncommon terms he uses throughout the book. This piqued my curiosity, and I decided to find out what some of the least common words in “City of Quartz” are.<\/p>\n

Iterative Approach to Identifying Uncommon Words<\/strong><\/p>\n

We started by defining uncommon words based on the average word frequency within the text itself. However, this approach proved insufficient, as it still included words like “entrepreneurship,” which are not uncommon in day-to-day speech. To refine our analysis, we decided to use external word frequency datasets.<\/p>\n

Our first attempt was to use the Google Books Ngrams dataset, which provides word frequencies based on a large collection of books. We employed this dataset as an exclusion list to filter out more common words in everyday language. Despite the improvement, we still wanted a more sophisticated approach to identifying uncommon words.<\/p>\n

We finally settled on using a sorted list of English words by frequency called `gwordlist<\/a>`, based on Google’s Trillion Word Corpus. This dataset allowed us to create a frequency-based filtering system, ensuring that our list of uncommon words was more accurate and meaningful.<\/p>\n

Preprocessing, Tokenization, and Word Frequency Calculation<\/strong><\/p>\n\n\n

import string\nfrom collections import Counter\nfrom nltk.corpus import stopwords\nimport re\n\n   \n# Read the gwordlist word frequency list\ngwordlist_file = \"\/path\/to\/frequency-alpha-alldicts.txt\"\nwith open(gwordlist_file, \"r\", encoding=\"utf-8\") as file:\n    gwordlist_lines = [line.strip() for line in file.readlines() if not line.startswith(\"#\")]\n\n# Create a dictionary to store the word and its frequency rank\ngwordlist_rank = {line.split()[1]: int(line.split()[0]) for line in gwordlist_lines}\n\n\n# Read the text from a text file\nfile_path = \"\/path\/to\/quartz.txt\"\nwith open(file_path, \"r\", encoding=\"utf-8\") as file:\n    text = file.read()\n\n# Preprocessing and tokenization\ntext_clean = re.sub(f\"[{string.punctuation}]\", \" \", text)\ntokens = text_clean.split()\n\n# Remove tokens containing non-alphabet characters\ntokens_alpha = [token for token in tokens if token.isalpha()]\n\n# Lowercase conversion and stopword removal\nstop_words = set(stopwords.words(\"english\"))\ntokens_lower = [token.lower() for token in tokens_alpha if token.lower() not in stop_words]\n\n# Calculate word frequencies\nword_frequencies = Counter(tokens_lower)<\/code><\/pre>\n\n\n\n
With the dataset in place, we began by preprocessing the text, removing unwanted characters and splitting it into individual words or tokens. We also removed tokens containing non-alphabet characters, such as numbers and punctuation marks.<\/p>\n\n\n\n
Next, we converted all tokens to lowercase and removed common stopwords using the `nltk` library, ensuring a clean list of tokens for further analysis. We then calculated the occurrences of each unique word in the list using Python’s `Counter` class from the `collections` module.<\/p>\n\n\n\n
Filtering Uncommon Words with the `gwordlist` Datas<\/strong><\/p>\n\n\n\n
# Define a threshold for uncommon words based on gwordlist rank\nuncommon_rank_threshold = 10000  # You can adjust this value according to your needs\n\n# Filter uncommon words \nuncommon_words = [(word, freq, gwordlist_rank.get(word, uncommon_rank_threshold + 1))\n                  for word, freq in word_frequencies.items()\n                  if gwordlist_rank.get(word, uncommon_rank_threshold + 1) > uncommon_rank_threshold]<\/code><\/pre>\n\n\n\n
To determine the rarity of words in “City of Quartz,” we compared the words in the book against the `gwordlist` dataset. We defined a threshold for uncommon words based on the rank of words in the `gwordlist` dataset. If a word’s rank was higher than the threshold, it was considered uncommon.<\/p>\n\n\n\n
Sorting and Printing the List<\/strong><\/p>\n\n\n\n
# Sort the list of uncommon words by their rarity (gwordlist rank)\nuncommon_words_sorted = sorted(uncommon_words, key=lambda x: -x[2])\n\n# Print the list of most uncommon words and their frequencies in the book\nfor word, freq, rank in uncommon_words_sorted:\n    print(f\"{word} (Frequency: {freq}) - Rank: {rank}\")<\/code><\/pre>\n\n\n\n
Finally, we sorted the list of uncommon words by their frequency in the book and printed the most frequent, most uncommon words. This gave us an insight into the unique vocabulary used by Mike Davis in “City of Quartz.”<\/p>\n\n\n\n
Results<\/strong><\/p>\n\n\n\n
zaitech (Frequency: 2) - Rank: 161242\nbrogued (Frequency: 1) - Rank: 155591\nalchemize (Frequency: 1) - Rank: 147303\nreindict (Frequency: 1) - Rank: 145838\nphoniest (Frequency: 1) - Rank: 145076\nunheroically (Frequency: 1) - Rank: 140097\nmindbending (Frequency: 1) - Rank: 139654\ncooptative (Frequency: 1) - Rank: 132787\ncarpetbagging (Frequency: 1) - Rank: 130357\npolemicize (Frequency: 1) - Rank: 126281\nreassemblage (Frequency: 1) - Rank: 124533\nvapidly (Frequency: 1) - Rank: 124468\nemblematize (Frequency: 2) - Rank: 122755\nunbeholden (Frequency: 1) - Rank: 122208\nquintupling (Frequency: 1) - Rank: 120877\nmonsignors (Frequency: 1) - Rank: 120514\nendower (Frequency: 1) - Rank: 118853\nvillify (Frequency: 1) - Rank: 118793\nredbaiting (Frequency: 1) - Rank: 118515\nspreadeagle (Frequency: 1) - Rank: 118437\necumenicism (Frequency: 1) - Rank: 118353\npolymathic (Frequency: 1) - Rank: 118183\nmuckrake (Frequency: 1) - Rank: 117606\nintermural (Frequency: 1) - Rank: 117573\nacrobatically (Frequency: 1) - Rank: 117081\nundertaxed (Frequency: 1) - Rank: 116714\ndayglo (Frequency: 1) - Rank: 115758\ninvigilation (Frequency: 1) - Rank: 115669\npeacenik (Frequency: 1) - Rank: 115644\nperdurance (Frequency: 1) - Rank: 113693\nskyscape (Frequency: 3) - Rank: 113004\nexclusionism (Frequency: 2) - Rank: 112360\nlowrise (Frequency: 1) - Rank: 110310\nsupremacism (Frequency: 1) - Rank: 110005\nflacon (Frequency: 1) - Rank: 109028\nomerta (Frequency: 1) - Rank: 108997\npinche (Frequency: 1) - Rank: 108047\nsmokable (Frequency: 2) - Rank: 107408\nsuburbanized (Frequency: 1) - Rank: 105924\nsonance (Frequency: 1) - Rank: 104768\nstirringly (Frequency: 1) - Rank: 103935\nurbanize (Frequency: 1) - Rank: 103800\nhistrionically (Frequency: 1) - Rank: 103543\nmordantly (Frequency: 1) - Rank: 103468\nenclaved (Frequency: 3) - Rank: 103447\nwitchhunt (Frequency: 1) - Rank: 102935\nskyhigh (Frequency: 1) - Rank: 102380\nrestrictionism (Frequency: 2) - Rank: 102344\nhaplessly (Frequency: 1) - Rank: 102322\nincestuously (Frequency: 1) - Rank: 102247\ntendential (Frequency: 3) - Rank: 101519\npluralize (Frequency: 1) - Rank: 101221\nsermonize (Frequency: 1) - Rank: 101075\npolyethnic (Frequency: 2) - Rank: 99705\nhipness (Frequency: 1) - Rank: 99050\ntoughminded (Frequency: 1) - Rank: 98876\nconfected (Frequency: 1) - Rank: 98580\nrevalorization (Frequency: 1) - Rank: 98260\nsmalltime (Frequency: 1) - Rank: 98172\nattorneyship (Frequency: 1) - Rank: 98048\ndecentralist (Frequency: 1) - Rank: 97405\noutturned (Frequency: 1) - Rank: 97156\nbookdealer (Frequency: 1) - Rank: 96832\nderacination (Frequency: 1) - Rank: 96604\nmoonlighted (Frequency: 1) - Rank: 95741\nliteralized (Frequency: 1) - Rank: 95546\nglobetrotting (Frequency: 1) - Rank: 95518\nphantasmagorical (Frequency: 1) - Rank: 95517\nmalinger (Frequency: 1) - Rank: 95315\nleftish (Frequency: 1) - Rank: 94915\nhectored (Frequency: 1) - Rank: 94783\nemboldening (Frequency: 1) - Rank: 94371\nmegalomaniacal (Frequency: 1) - Rank: 93401\nchurlishly (Frequency: 1) - Rank: 92513\nwildcatter (Frequency: 1) - Rank: 92340\ntotted (Frequency: 1) - Rank: 92265\nchokehold (Frequency: 1) - Rank: 92188\nmythography (Frequency: 2) - Rank: 91976\ndemonically (Frequency: 1) - Rank: 91622\nhardwon (Frequency: 2) - Rank: 91016\nscooper (Frequency: 1) - Rank: 90844\nendemically (Frequency: 1) - Rank: 90797\ndissimulating (Frequency: 1) - Rank: 90709\nabstractionism (Frequency: 2) - Rank: 90702\ncontainable (Frequency: 1) - Rank: 90106\ndemonological (Frequency: 1) - Rank: 90105\nferroconcrete (Frequency: 1) - Rank: 89087\npotboiler (Frequency: 1) - Rank: 88988\nepiscopally (Frequency: 1) - Rank: 88959\nnonviolently (Frequency: 1) - Rank: 88864\napotheosized (Frequency: 1) - Rank: 88636\nautobiographically (Frequency: 1) - Rank: 88545\naggiornamento (Frequency: 1) - Rank: 88496\nensconce (Frequency: 1) - Rank: 88478\ncrusaded (Frequency: 4) - Rank: 88445\nprefigurative (Frequency: 3) - Rank: 88021\nrabbitry (Frequency: 1) - Rank: 87844\nhumiliatingly (Frequency: 3) - Rank: 86999\nderacinated (Frequency: 2) - Rank: 86652\noutspent (Frequency: 2) - Rank: 86442\nimmolating (Frequency: 1) - Rank: 86379\ndemimonde (Frequency: 1) - Rank: 86329\ncaroused (Frequency: 1) - Rank: 86262\njazzman (Frequency: 1) - Rank: 85951\nobnoxiously (Frequency: 1) - Rank: 85932\nesoterica (Frequency: 1) - Rank: 85834\nripcord (Frequency: 1) - Rank: 85482\nglamorize (Frequency: 1) - Rank: 85030\nmuckraker (Frequency: 1) - Rank: 84937\nparentless (Frequency: 1) - Rank: 84222\nfaddist (Frequency: 1) - Rank: 84210\nballyhooed (Frequency: 1) - Rank: 84200\nbrashly (Frequency: 2) - Rank: 84072\nshoehorn (Frequency: 1) - Rank: 83791\nblueeyed (Frequency: 1) - Rank: 83074\npatrimonies (Frequency: 5) - Rank: 83040\nlumpenproletariat (Frequency: 1) - Rank: 83021\nhomebuilder (Frequency: 1) - Rank: 82514\nneedier (Frequency: 1) - Rank: 82269\nhubristic (Frequency: 1) - Rank: 81988\ncoopt (Frequency: 1) - Rank: 81979\ngreened (Frequency: 1) - Rank: 81874\ncoldhearted (Frequency: 1) - Rank: 81641\nsacrificially (Frequency: 1) - Rank: 80990\naesthetician (Frequency: 1) - Rank: 80941\nsquirearchy (Frequency: 1) - Rank: 80931\nretranslation (Frequency: 1) - Rank: 80287\nbusload (Frequency: 1) - Rank: 80265\nwelfarist (Frequency: 1) - Rank: 79763\ndeadend (Frequency: 1) - Rank: 79351\nmunicipalization (Frequency: 1) - Rank: 79040\nappositely (Frequency: 1) - Rank: 78777\nluridly (Frequency: 2) - Rank: 78542\nadumbrate (Frequency: 1) - Rank: 78443\nswats (Frequency: 1) - Rank: 78346\nembroiling (Frequency: 1) - Rank: 78286\nmasterstroke (Frequency: 1) - Rank: 77602\nsuccored (Frequency: 1) - Rank: 77401\nunreturned (Frequency: 1) - Rank: 77380\nboondocks (Frequency: 1) - Rank: 77140\ncentricity (Frequency: 1) - Rank: 77048\nantihero (Frequency: 1) - Rank: 77023\ninfamies (Frequency: 1) - Rank: 76414\nparroted (Frequency: 1) - Rank: 76300\nembittering (Frequency: 1) - Rank: 76173\nunscented (Frequency: 1) - Rank: 76151\nincantatory (Frequency: 1) - Rank: 76117\nascendent (Frequency: 1) - Rank: 75706\nsuntanned (Frequency: 1) - Rank: 75447\npauperized (Frequency: 2) - Rank: 75059\nmarginated (Frequency: 1) - Rank: 75031\nlushness (Frequency: 1) - Rank: 74874\ndissimulate (Frequency: 1) - Rank: 74715\nbrutalization (Frequency: 1) - Rank: 74609\nkaput (Frequency: 1) - Rank: 74496\npauperization (Frequency: 1) - Rank: 74407\nunenforced (Frequency: 1) - Rank: 74374\nlifelessness (Frequency: 1) - Rank: 74251\nbeatniks (Frequency: 1) - Rank: 73994\nflatfoot (Frequency: 1) - Rank: 73949\nrepackage (Frequency: 1) - Rank: 73777\nphantasmagoric (Frequency: 1) - Rank: 73696\ncarceral (Frequency: 4) - Rank: 73390\nlendlease (Frequency: 1) - Rank: 73336\nreflation (Frequency: 1) - Rank: 73224\nproconsular (Frequency: 1) - Rank: 73157\ndemobilize (Frequency: 1) - Rank: 73143\ncontrastingly (Frequency: 1) - Rank: 72863\nritzy (Frequency: 2) - Rank: 72461\ndiktat (Frequency: 1) - Rank: 71857\nbarricading (Frequency: 1) - Rank: 71619\nmonolithically (Frequency: 2) - Rank: 71592\npreppy (Frequency: 1) - Rank: 71555\nexcoriating (Frequency: 1) - Rank: 71397\npreemptively (Frequency: 1) - Rank: 71115\nsteelmaker (Frequency: 1) - Rank: 70645\nliberationist (Frequency: 2) - Rank: 69856\ntragicomic (Frequency: 1) - Rank: 69847\nsteelworker (Frequency: 2) - Rank: 69256\nstakeout (Frequency: 1) - Rank: 69082\nfiefdom (Frequency: 2) - Rank: 69063\nmoldering (Frequency: 1) - Rank: 69051\nincorrigibility (Frequency: 1) - Rank: 68785\nrecomposition (Frequency: 4) - Rank: 68724\nranchero (Frequency: 1) - Rank: 68625\nepisodically (Frequency: 1) - Rank: 68607\nunrelentingly (Frequency: 1) - Rank: 68580\nlumpen (Frequency: 2) - Rank: 68479\ndenunciatory (Frequency: 1) - Rank: 68351\ninflect (Frequency: 1) - Rank: 68287\nmegalomaniac (Frequency: 1) - Rank: 67839\nturfs (Frequency: 2) - Rank: 67838\nstaggeringly (Frequency: 2) - Rank: 67653\ntransformable (Frequency: 1) - Rank: 67584\nastrophysicist (Frequency: 1) - Rank: 67512\nepiphenomenon (Frequency: 1) - Rank: 67462\nsecularizing (Frequency: 1) - Rank: 67439\nchutzpah (Frequency: 2) - Rank: 67424\nwaspish (Frequency: 2) - Rank: 67339\ninmigration (Frequency: 1) - Rank: 67300\nexclusivism (Frequency: 1) - Rank: 67239\nliveable (Frequency: 1) - Rank: 67235\npreservationist (Frequency: 1) - Rank: 67020\ncontractural (Frequency: 1) - Rank: 66785\nessaying (Frequency: 1) - Rank: 66416\nvoluntarist (Frequency: 1) - Rank: 66290\npropertyless (Frequency: 1) - Rank: 66156\nleasable (Frequency: 1) - Rank: 65868\ndialectician (Frequency: 1) - Rank: 65836\nunmarred (Frequency: 1) - Rank: 65801\nrematch (Frequency: 1) - Rank: 65774\nvilifying (Frequency: 1) - Rank: 65616\nhokey (Frequency: 1) - Rank: 65576\nlatifundia (Frequency: 2) - Rank: 65572\nlatterday (Frequency: 1) - Rank: 65565\nlogjam (Frequency: 1) - Rank: 65503\nvigilantism (Frequency: 3) - Rank: 65373\npetard (Frequency: 1) - Rank: 65349\nmiddlebrow (Frequency: 1) - Rank: 65248\ndemonization (Frequency: 1) - Rank: 65068\ninveighing (Frequency: 1) - Rank: 64793\nonrushing (Frequency: 1) - Rank: 64645\nprefiguring (Frequency: 1) - Rank: 64638\nfoiling (Frequency: 1) - Rank: 64564\nguidepost (Frequency: 1) - Rank: 64473\nslumming (Frequency: 1) - Rank: 64241\nstreetwise (Frequency: 1) - Rank: 64168\nhagiographic (Frequency: 1) - Rank: 64147\nmauling (Frequency: 1) - Rank: 64011\nmemor (Frequency: 1) - Rank: 63802\naficionado (Frequency: 1) - Rank: 63572\nziggurat (Frequency: 1) - Rank: 63520\nproletarianization (Frequency: 1) - Rank: 63413\nresoundingly (Frequency: 1) - Rank: 63353\nglitzy (Frequency: 1) - Rank: 63346\nenshrining (Frequency: 1) - Rank: 63344\nbegrudgingly (Frequency: 1) - Rank: 63088\nsycophantic (Frequency: 1) - Rank: 62911\nmariachi (Frequency: 1) - Rank: 62841\nlockstep (Frequency: 1) - Rank: 62838\ngrise (Frequency: 3) - Rank: 62665\nlaager (Frequency: 2) - Rank: 62548\nlatchkey (Frequency: 1) - Rank: 62427\nlampooned (Frequency: 1) - Rank: 62356\nlethally (Frequency: 1) - Rank: 62156\nshabbiness (Frequency: 1) - Rank: 62104\nbasted (Frequency: 1) - Rank: 62091\nhardboiled (Frequency: 4) - Rank: 62053\nskinhead (Frequency: 2) - Rank: 61760\nhoopla (Frequency: 1) - Rank: 61710\nfrisked (Frequency: 3) - Rank: 61703\ncollectivized (Frequency: 3) - Rank: 61581\ndystopia (Frequency: 2) - Rank: 61371\ntitillation (Frequency: 1) - Rank: 61322\nsalvageable (Frequency: 1) - Rank: 61298\narsonist (Frequency: 1) - Rank: 61276\nrecolonization (Frequency: 3) - Rank: 61273\nimbrication (Frequency: 1) - Rank: 61137\nfootsore (Frequency: 1) - Rank: 60781\nagriculturalist (Frequency: 1) - Rank: 60717\nfeints (Frequency: 1) - Rank: 60652\nburgeoned (Frequency: 2) - Rank: 60536\ndichotomized (Frequency: 1) - Rank: 60481\ncaustically (Frequency: 1) - Rank: 60432\nfacelift (Frequency: 1) - Rank: 60398\ngreasewood (Frequency: 1) - Rank: 60286\nmandatorily (Frequency: 1) - Rank: 60177\nbattened (Frequency: 1) - Rank: 60155\nrusticity (Frequency: 1) - Rank: 60081\nmuckraking (Frequency: 2) - Rank: 59981\nprefigure (Frequency: 1) - Rank: 59914\nevicting (Frequency: 1) - Rank: 59879\ndopey (Frequency: 1) - Rank: 59864\nculottes (Frequency: 1) - Rank: 59845\ngawky (Frequency: 1) - Rank: 59737\nbussing (Frequency: 1) - Rank: 59711\nflatland (Frequency: 1) - Rank: 59577\nswashbuckling (Frequency: 2) - Rank: 59529\nwino (Frequency: 1) - Rank: 59484\nwindbreaker (Frequency: 1) - Rank: 59320\ninnovated (Frequency: 1) - Rank: 59230\nantipode (Frequency: 4) - Rank: 59165\nportraitist (Frequency: 1) - Rank: 59123\nbrandish (Frequency: 1) - Rank: 59060\nbulldozing (Frequency: 1) - Rank: 58978\njunked (Frequency: 1) - Rank: 58958\ninfinities (Frequency: 1) - Rank: 58892\ncommandeer (Frequency: 1) - Rank: 58849\nnomenclatural (Frequency: 1) - Rank: 58716\njailing (Frequency: 1) - Rank: 58594\nlavishing (Frequency: 1) - Rank: 58545\nphilistinism (Frequency: 3) - Rank: 58536\nsensationalist (Frequency: 1) - Rank: 58486\nexpatriated (Frequency: 1) - Rank: 58481\ndepressingly (Frequency: 1) - Rank: 58128\ncriminalize (Frequency: 1) - Rank: 58105\nyuppie (Frequency: 4) - Rank: 58037\nboyar (Frequency: 3) - Rank: 57982\nscrim (Frequency: 1) - Rank: 57809\nshowpiece (Frequency: 3) - Rank: 57772\nbugaboo (Frequency: 1) - Rank: 57761\ngazer (Frequency: 1) - Rank: 57759\nskinheads (Frequency: 2) - Rank: 57747\nshrewdest (Frequency: 1) - Rank: 57667\nsymptomatically (Frequency: 2) - Rank: 57588\ndisjuncture (Frequency: 1) - Rank: 57529\nbizarrely (Frequency: 1) - Rank: 57512\nconsorted (Frequency: 1) - Rank: 57485\ntropism (Frequency: 1) - Rank: 57416\nhuckster (Frequency: 1) - Rank: 57354\npyramiding (Frequency: 1) - Rank: 57260\nairforce (Frequency: 1) - Rank: 57255\ndeporting (Frequency: 3) - Rank: 57180\nconjugating (Frequency: 1) - Rank: 57050\nevisceration (Frequency: 1) - Rank: 57043\nbankrupted (Frequency: 1) - Rank: 56950\nuntangling (Frequency: 1) - Rank: 56923\ndemagoguery (Frequency: 2) - Rank: 56876\nmatriarchy (Frequency: 1) - Rank: 56813\nzigzagged (Frequency: 1) - Rank: 56776\nunderarm (Frequency: 1) - Rank: 56742\nneologism (Frequency: 1) - Rank: 56707\nunexpectedness (Frequency: 1) - Rank: 56509\nrectories (Frequency: 1) - Rank: 56486\nstooge (Frequency: 1) - Rank: 56218\ndogging (Frequency: 1) - Rank: 56086\npouncing (Frequency: 1) - Rank: 56078\ndecouple (Frequency: 1) - Rank: 56076\nideologue (Frequency: 2) - Rank: 56065\ntransmuting (Frequency: 2) - Rank: 55970\ninfuriate (Frequency: 1) - Rank: 55896\ntrafficker (Frequency: 2) - Rank: 55799\ndiffuseness (Frequency: 1) - Rank: 55751\nerasable (Frequency: 1) - Rank: 55702\nasphyxiated (Frequency: 1) - Rank: 55674\nranchos (Frequency: 4) - Rank: 55667\nextrication (Frequency: 1) - Rank: 55485\nnewscaster (Frequency: 1) - Rank: 55446\nfrisson (Frequency: 3) - Rank: 55418\ncontroversially (Frequency: 1) - Rank: 55377\ndesperado (Frequency: 1) - Rank: 55256\nconsorting (Frequency: 1) - Rank: 55181\nskewered (Frequency: 1) - Rank: 55149\nchortled (Frequency: 1) - Rank: 55062\ndiehard (Frequency: 1) - Rank: 55009\nyachtsmen (Frequency: 1) - Rank: 54927\nnarco (Frequency: 3) - Rank: 54908\ndragnet (Frequency: 1) - Rank: 54897\nrocketry (Frequency: 1) - Rank: 54859\ndystopian (Frequency: 2) - Rank: 54814\nacerbic (Frequency: 1) - Rank: 54806\nogling (Frequency: 2) - Rank: 54791\nredneck (Frequency: 1) - Rank: 54739\nembroil (Frequency: 2) - Rank: 54715\nmansard (Frequency: 1) - Rank: 54639\ngadfly (Frequency: 1) - Rank: 54615\nsquelched (Frequency: 1) - Rank: 54574\nzaibatsu (Frequency: 4) - Rank: 54464\nobscurantism (Frequency: 1) - Rank: 54410\nmetamorphose (Frequency: 1) - Rank: 54407\nmantling (Frequency: 1) - Rank: 54348\nvoyeuristic (Frequency: 1) - Rank: 54321\naftershock (Frequency: 1) - Rank: 54284\noldtime (Frequency: 1) - Rank: 54195\ndemeaned (Frequency: 1) - Rank: 53957\nrioted (Frequency: 1) - Rank: 53917\nrentier (Frequency: 5) - Rank: 53911\nrecuperated (Frequency: 2) - Rank: 53748\nunromantic (Frequency: 1) - Rank: 53664\nshirtless (Frequency: 1) - Rank: 53531\nseascape (Frequency: 2) - Rank: 53379\nheadfirst (Frequency: 1) - Rank: 53360\nunsentimental (Frequency: 1) - Rank: 53356\nfanatically (Frequency: 1) - Rank: 53353\ntypifying (Frequency: 1) - Rank: 53275\ncrabgrass (Frequency: 1) - Rank: 53079\nbefriending (Frequency: 1) - Rank: 53057\nunprecedentedly (Frequency: 1) - Rank: 52993\nshored (Frequency: 1) - Rank: 52992\nicily (Frequency: 1) - Rank: 52987\nfledging (Frequency: 2) - Rank: 52922\npiquancy (Frequency: 1) - Rank: 52882\nparasitical (Frequency: 1) - Rank: 52828\nbulldozed (Frequency: 1) - Rank: 52752\nhonky (Frequency: 2) - Rank: 52696\nimminently (Frequency: 1) - Rank: 52611\nmotorcade (Frequency: 1) - Rank: 52470\noutbid (Frequency: 1) - Rank: 52216\nreinvigorate (Frequency: 1) - Rank: 52188\ninflaming (Frequency: 1) - Rank: 52125\nunremittingly (Frequency: 1) - Rank: 52050\ncratic (Frequency: 1) - Rank: 51972\ngaggle (Frequency: 1) - Rank: 51842\nprotract (Frequency: 1) - Rank: 51817\nbespectacled (Frequency: 1) - Rank: 51810\nhallucinating (Frequency: 1) - Rank: 51710\njunkyard (Frequency: 3) - Rank: 51700\nmescaline (Frequency: 1) - Rank: 51682\nstatism (Frequency: 1) - Rank: 51646\ndejectedly (Frequency: 1) - Rank: 51513\nunfenced (Frequency: 1) - Rank: 51485\nstrafing (Frequency: 1) - Rank: 51467\nprudish (Frequency: 1) - Rank: 51422\npolarize (Frequency: 1) - Rank: 51404\ninfilling (Frequency: 1) - Rank: 51388\nilliquid (Frequency: 1) - Rank: 51350\nexcoriated (Frequency: 3) - Rank: 51336\nhelmeted (Frequency: 1) - Rank: 51327\nineluctable (Frequency: 1) - Rank: 51238\nundershirt (Frequency: 1) - Rank: 51231\nmongering (Frequency: 2) - Rank: 51188\nspatiality (Frequency: 2) - Rank: 51187\ndisorienting (Frequency: 1) - Rank: 51112\ndevelopable (Frequency: 5) - Rank: 51094\nspinoff (Frequency: 3) - Rank: 51062\nsideshow (Frequency: 1) - Rank: 51025\nlogarithmically (Frequency: 1) - Rank: 50973\ndemagogic (Frequency: 2) - Rank: 50893\nprocreate (Frequency: 1) - Rank: 50870\nkamikaze (Frequency: 1) - Rank: 50868\nglacis (Frequency: 2) - Rank: 50847\nteeny (Frequency: 1) - Rank: 50773\nnecromancy (Frequency: 1) - Rank: 50766\nfruitlessly (Frequency: 1) - Rank: 50735\nhollowing (Frequency: 1) - Rank: 50730\noctogenarian (Frequency: 2) - Rank: 50699\nclericals (Frequency: 1) - Rank: 50695\npolymorphous (Frequency: 1) - Rank: 50582\ngerrymandering (Frequency: 1) - Rank: 50503\nplutocracy (Frequency: 1) - Rank: 50455\nporno (Frequency: 1) - Rank: 50438\nfrigidity (Frequency: 1) - Rank: 50368\ncappuccino (Frequency: 1) - Rank: 50353\npeddled (Frequency: 1) - Rank: 50342\nexorcised (Frequency: 1) - Rank: 50334\nadumbrated (Frequency: 1) - Rank: 50229\nsours (Frequency: 1) - Rank: 50087\nbenignly (Frequency: 2) - Rank: 50082\nharangued (Frequency: 1) - Rank: 50061\neffused (Frequency: 1) - Rank: 50021\ndirtiest (Frequency: 1) - Rank: 49936\nmillenarian (Frequency: 1) - Rank: 49901\nslouching (Frequency: 1) - Rank: 49815\nentrepot (Frequency: 1) - Rank: 49782\nastuteness (Frequency: 1) - Rank: 49714\nretrenched (Frequency: 1) - Rank: 49694\nunrecovered (Frequency: 1) - Rank: 49691\ndisgorge (Frequency: 1) - Rank: 49661\ndefiling (Frequency: 1) - Rank: 49651\nraze (Frequency: 1) - Rank: 49630\navowing (Frequency: 1) - Rank: 49572\nsyncretic (Frequency: 1) - Rank: 49503\nbrutalized (Frequency: 1) - Rank: 49437\ncajoling (Frequency: 1) - Rank: 49390\ntrammel (Frequency: 1) - Rank: 49387\ndegradable (Frequency: 1) - Rank: 49383\nstinted (Frequency: 1) - Rank: 49342\ntechnocracy (Frequency: 1) - Rank: 49315\ninveighed (Frequency: 1) - Rank: 49300\nphoney (Frequency: 1) - Rank: 49259\nrapper (Frequency: 1) - Rank: 49175\nsupremacist (Frequency: 5) - Rank: 49105\ndecrepitude (Frequency: 1) - Rank: 49090\nspokeswoman (Frequency: 1) - Rank: 49068\noverawe (Frequency: 2) - Rank: 49059\nantinomy (Frequency: 1) - Rank: 49052\ndecrying (Frequency: 1) - Rank: 48891\ncomplexly (Frequency: 1) - Rank: 48862\nswooned (Frequency: 1) - Rank: 48778\ntravelogue (Frequency: 1) - Rank: 48757\nsimulacrum (Frequency: 4) - Rank: 48745\nbrainchild (Frequency: 1) - Rank: 48694\nlaggard (Frequency: 1) - Rank: 48690\nmacrocosm (Frequency: 1) - Rank: 48655\nbemoan (Frequency: 2) - Rank: 48613\nunseat (Frequency: 1) - Rank: 48553\neuphemistically (Frequency: 2) - Rank: 48551\ndebunking (Frequency: 4) - Rank: 48543\nbravura (Frequency: 1) - Rank: 48539\nhappenstance (Frequency: 1) - Rank: 48537\nhandily (Frequency: 2) - Rank: 48441\nsynchronicity (Frequency: 1) - Rank: 48438\nimprovisational (Frequency: 2) - Rank: 48402\nperiodization (Frequency: 1) - Rank: 48395\nsweatshop (Frequency: 1) - Rank: 48372\nmollify (Frequency: 1) - Rank: 48288\nmemorably (Frequency: 2) - Rank: 48283\nstunningly (Frequency: 1) - Rank: 48251\nunabashedly (Frequency: 1) - Rank: 48230\ntouting (Frequency: 1) - Rank: 48228\nindividuated (Frequency: 1) - Rank: 48206\ngridlock (Frequency: 2) - Rank: 48191\npurloined (Frequency: 1) - Rank: 48174\nlandsman (Frequency: 1) - Rank: 48031\nracialism (Frequency: 1) - Rank: 48023\nfunicular (Frequency: 1) - Rank: 48017\nhangout (Frequency: 3) - Rank: 48014\nfillip (Frequency: 1) - Rank: 48009\ndramaturgy (Frequency: 1) - Rank: 47994\ndemonology (Frequency: 3) - Rank: 47914\nparochialism (Frequency: 3) - Rank: 47905\nbuckshot (Frequency: 1) - Rank: 47896\nmesmerizing (Frequency: 2) - Rank: 47879\nemollient (Frequency: 2) - Rank: 47871\ntrashy (Frequency: 1) - Rank: 47848\ndisembarking (Frequency: 1) - Rank: 47757\npunks (Frequency: 2) - Rank: 47718\nglamor (Frequency: 2) - Rank: 47646\nindiscipline (Frequency: 1) - Rank: 47626\nmoralism (Frequency: 1) - Rank: 47601\ncoyly (Frequency: 1) - Rank: 47576\nhieratic (Frequency: 1) - Rank: 47556\nblitzkrieg (Frequency: 1) - Rank: 47525\nholdover (Frequency: 1) - Rank: 47426\nunmentioned (Frequency: 1) - Rank: 47311\nskelter (Frequency: 3) - Rank: 47298\nterrorize (Frequency: 2) - Rank: 47237\nreformism (Frequency: 2) - Rank: 47216\nhillbilly (Frequency: 1) - Rank: 47084\nflabbergasted (Frequency: 2) - Rank: 47034\nbeachfront (Frequency: 2) - Rank: 47029\nblip (Frequency: 2) - Rank: 46993\noverrunning (Frequency: 1) - Rank: 46981\nreassertion (Frequency: 1) - Rank: 46976\nsumptuary (Frequency: 3) - Rank: 46974\nsmokestack (Frequency: 1) - Rank: 46973\nringleader (Frequency: 1) - Rank: 46916\nproofed (Frequency: 1) - Rank: 46913\nshrilly (Frequency: 1) - Rank: 46840\nnativist (Frequency: 3) - Rank: 46797\nhelter (Frequency: 3) - Rank: 46783\nsensorium (Frequency: 1) - Rank: 46703\nmummified (Frequency: 1) - Rank: 46691\nhonking (Frequency: 1) - Rank: 46685\nbacktrack (Frequency: 1) - Rank: 46645\nabsurdum (Frequency: 1) - Rank: 46586\njuke (Frequency: 3) - Rank: 46523\ncrossfire (Frequency: 1) - Rank: 46518\nalarmist (Frequency: 1) - Rank: 46480\nhighbrow (Frequency: 1) - Rank: 46458\npipework (Frequency: 1) - Rank: 46433\nrecrudescence (Frequency: 3) - Rank: 46367\ndisdaining (Frequency: 1) - Rank: 46365\nxenophobic (Frequency: 1) - Rank: 46354\nmatriarch (Frequency: 1) - Rank: 46337\nersatz (Frequency: 2) - Rank: 46312\nvenality (Frequency: 1) - Rank: 46297\nbreakneck (Frequency: 3) - Rank: 46286\nnostrums (Frequency: 2) - Rank: 46276\nrightward (Frequency: 1) - Rank: 46141\nreductio (Frequency: 1) - Rank: 46107\nuntangle (Frequency: 1) - Rank: 46103\nwresting (Frequency: 1) - Rank: 46086\nminimalism (Frequency: 1) - Rank: 46027\nfangled (Frequency: 2) - Rank: 46004\nflatbed (Frequency: 1) - Rank: 45959\ndemotic (Frequency: 1) - Rank: 45957\nupbraided (Frequency: 2) - Rank: 45897\nbrazenly (Frequency: 5) - Rank: 45740\nimpetuously (Frequency: 1) - Rank: 45610\nconnived (Frequency: 1) - Rank: 45595\nimmodest (Frequency: 1) - Rank: 45552\nfundraiser (Frequency: 2) - Rank: 45496\ndecentralize (Frequency: 1) - Rank: 45458\nnihilistic (Frequency: 1) - Rank: 45346\nunmask (Frequency: 1) - Rank: 45341\nutopianism (Frequency: 1) - Rank: 45334\napoplectic (Frequency: 1) - Rank: 45328\nconfiscating (Frequency: 1) - Rank: 45325\nsnared (Frequency: 1) - Rank: 45279\nmilitarized (Frequency: 6) - Rank: 45187\nwracked (Frequency: 2) - Rank: 45176\ncommode (Frequency: 1) - Rank: 45137\nmayoralty (Frequency: 1) - Rank: 45118\nbrainwashing (Frequency: 2) - Rank: 45079\nmonarchist (Frequency: 1) - Rank: 45056\ngravitating (Frequency: 2) - Rank: 45043\njunkie (Frequency: 1) - Rank: 45034\ndecimation (Frequency: 2) - Rank: 45030\nramified (Frequency: 2) - Rank: 45008\nwarehoused (Frequency: 1) - Rank: 44974\nscoreboard (Frequency: 2) - Rank: 44942\nclamored (Frequency: 2) - Rank: 44928\nprivatize (Frequency: 1) - Rank: 44897\nfractious (Frequency: 1) - Rank: 44860\nthrowback (Frequency: 2) - Rank: 44763\nfalsetto (Frequency: 1) - Rank: 44730\ncongruity (Frequency: 1) - Rank: 44673\ndenigration (Frequency: 1) - Rank: 44666\npaves (Frequency: 1) - Rank: 44581\nbluffing (Frequency: 1) - Rank: 44566\nmonopolizing (Frequency: 2) - Rank: 44524\nbehaviorist (Frequency: 1) - Rank: 44520\nscription (Frequency: 1) - Rank: 44504\nenforcer (Frequency: 1) - Rank: 44496\nbeachhead (Frequency: 2) - Rank: 44457\nbikers (Frequency: 2) - Rank: 44456\ndeconstruct (Frequency: 1) - Rank: 44395\nstranglehold (Frequency: 1) - Rank: 44342\nmarooned (Frequency: 1) - Rank: 44300\ngloating (Frequency: 2) - Rank: 44279\nsovereignties (Frequency: 1) - Rank: 44264\npostindustrial (Frequency: 1) - Rank: 44211\nmilitarist (Frequency: 1) - Rank: 44179\nrummage (Frequency: 1) - Rank: 44175\ntactically (Frequency: 1) - Rank: 44137\ndyspeptic (Frequency: 1) - Rank: 44115\nforking (Frequency: 1) - Rank: 44096\nobsessively (Frequency: 1) - Rank: 44087\npaddies (Frequency: 1) - Rank: 44062\nhenchman (Frequency: 1) - Rank: 44037\ncautioning (Frequency: 1) - Rank: 43987\nunmediated (Frequency: 1) - Rank: 43915\nabbreviate (Frequency: 1) - Rank: 43833\nlynched (Frequency: 2) - Rank: 43820\nprefigured (Frequency: 6) - Rank: 43790\nwalkout (Frequency: 2) - Rank: 43750\nminiaturization (Frequency: 1) - Rank: 43727\nfloundered (Frequency: 4) - Rank: 43702\nimpresario (Frequency: 1) - Rank: 43674\nviciousness (Frequency: 1) - Rank: 43672\nsociologically (Frequency: 2) - Rank: 43659\nuntrammeled (Frequency: 3) - Rank: 43654\npolluter (Frequency: 1) - Rank: 43640\ntruculent (Frequency: 1) - Rank: 43615\nfomenting (Frequency: 1) - Rank: 43595\npeddle (Frequency: 1) - Rank: 43510\nenslaving (Frequency: 1) - Rank: 43481\ntriadic (Frequency: 1) - Rank: 43457\nfreshening (Frequency: 1) - Rank: 43441\nconflated (Frequency: 2) - Rank: 43430\npawned (Frequency: 1) - Rank: 43420\ncampanile (Frequency: 1) - Rank: 43396\nspewing (Frequency: 1) - Rank: 43395\nrecompensed (Frequency: 1) - Rank: 43363\nrevivalism (Frequency: 2) - Rank: 43343\ncandlepower (Frequency: 1) - Rank: 43305\nmelange (Frequency: 1) - Rank: 43300\ndisturbingly (Frequency: 1) - Rank: 43296\nepochal (Frequency: 9) - Rank: 43295\nferociously (Frequency: 1) - Rank: 43280\nbombast (Frequency: 1) - Rank: 43263\noverweening (Frequency: 5) - Rank: 43243\noverawed (Frequency: 1) - Rank: 43154\nincinerated (Frequency: 1) - Rank: 43140\nunmasking (Frequency: 1) - Rank: 43045\ninfield (Frequency: 1) - Rank: 42984\ndoldrums (Frequency: 1) - Rank: 42932\njuggernaut (Frequency: 3) - Rank: 42901\nintroversion (Frequency: 1) - Rank: 42844\ninching (Frequency: 1) - Rank: 42792\nreveled (Frequency: 1) - Rank: 42734\nmetaphysic (Frequency: 1) - Rank: 42700\nconstrict (Frequency: 1) - Rank: 42618\ncitywide (Frequency: 3) - Rank: 42606\nquotidian (Frequency: 1) - Rank: 42558\nindissolubly (Frequency: 1) - Rank: 42461\nentangling (Frequency: 1) - Rank: 42318\ngentrification (Frequency: 7) - Rank: 42189\nincarnated (Frequency: 2) - Rank: 42188\nephemera (Frequency: 1) - Rank: 42171\nrivaled (Frequency: 2) - Rank: 42127\nblustering (Frequency: 1) - Rank: 42042\nsinecure (Frequency: 1) - Rank: 42027\ndisinvestment (Frequency: 2) - Rank: 42014\npuncturing (Frequency: 1) - Rank: 41997\ndisfranchisement (Frequency: 1) - Rank: 41991\nexulted (Frequency: 1) - Rank: 41977\nsubcultural (Frequency: 1) - Rank: 41965\ncasuistry (Frequency: 1) - Rank: 41951\nharshest (Frequency: 1) - Rank: 41845\nceremonious (Frequency: 1) - Rank: 41804\ninstigating (Frequency: 1) - Rank: 41795\nrelishing (Frequency: 1) - Rank: 41778\nnightmarish (Frequency: 2) - Rank: 41689\nwhittled (Frequency: 1) - Rank: 41676\nshipbuilder (Frequency: 1) - Rank: 41650\ncapa (Frequency: 1) - Rank: 41649\njackpot (Frequency: 1) - Rank: 41640\ninvisibly (Frequency: 1) - Rank: 41639\nbellicose (Frequency: 2) - Rank: 41635\nunflagging (Frequency: 1) - Rank: 41629\nexhilarated (Frequency: 1) - Rank: 41620\nunformed (Frequency: 1) - Rank: 41591\nbrawling (Frequency: 1) - Rank: 41579\noverwrought (Frequency: 1) - Rank: 41561\ncostumed (Frequency: 1) - Rank: 41517\nplateaux (Frequency: 1) - Rank: 41505\ninfill (Frequency: 3) - Rank: 41489\nswaggering (Frequency: 2) - Rank: 41484\nharmlessly (Frequency: 1) - Rank: 41466\ncajoled (Frequency: 1) - Rank: 41367\npeon (Frequency: 1) - Rank: 41311\nsuperimposition (Frequency: 1) - Rank: 41296\nlibidinal (Frequency: 1) - Rank: 41285\ndownplay (Frequency: 1) - Rank: 41266\nbanality (Frequency: 1) - Rank: 41262\nhallucinatory (Frequency: 1) - Rank: 41243\nbleating (Frequency: 1) - Rank: 41215\nentrap (Frequency: 1) - Rank: 41212\nempt (Frequency: 1) - Rank: 41209\narrogantly (Frequency: 1) - Rank: 41199\ncompatriot (Frequency: 1) - Rank: 41198\nsyndicalism (Frequency: 2) - Rank: 41174\npoliced (Frequency: 1) - Rank: 41171\nexpensively (Frequency: 1) - Rank: 41167\nresurgent (Frequency: 1) - Rank: 41143\nhomegrown (Frequency: 6) - Rank: 41140\nhaggling (Frequency: 1) - Rank: 41111\nopprobrium (Frequency: 1) - Rank: 41050\nunrepresentative (Frequency: 1) - Rank: 41001\nimplosion (Frequency: 1) - Rank: 40981\nmonopolization (Frequency: 1) - Rank: 40960\nauteur (Frequency: 1) - Rank: 40908\ncalculable (Frequency: 1) - Rank: 40862\nfoment (Frequency: 2) - Rank: 40771\nfitfully (Frequency: 1) - Rank: 40651\nvowing (Frequency: 1) - Rank: 40578\nstaunchly (Frequency: 1) - Rank: 40565\nsuperficiality (Frequency: 1) - Rank: 40544\nbashing (Frequency: 1) - Rank: 40516\ngibbet (Frequency: 1) - Rank: 40468\npicketed (Frequency: 1) - Rank: 40462\nshortlived (Frequency: 3) - Rank: 40431\ndaintily (Frequency: 1) - Rank: 40427\nresuscitate (Frequency: 1) - Rank: 40415\nmystification (Frequency: 1) - Rank: 40396\nsurfer (Frequency: 1) - Rank: 40387\ninstitutionalize (Frequency: 2) - Rank: 40371\nbookish (Frequency: 1) - Rank: 40337\nsublimated (Frequency: 2) - Rank: 40336\nlocum (Frequency: 1) - Rank: 40277\nunendurable (Frequency: 1) - Rank: 40237\nfiguration (Frequency: 1) - Rank: 40213\nsubtext (Frequency: 1) - Rank: 40210\ntutored (Frequency: 1) - Rank: 40208\ncuffed (Frequency: 1) - Rank: 40168\nstorefront (Frequency: 2) - Rank: 40162\nious (Frequency: 1) - Rank: 40158\ncommandeered (Frequency: 2) - Rank: 40154\nlargesse (Frequency: 1) - Rank: 40082\nprescience (Frequency: 1) - Rank: 40075\nundeterred (Frequency: 1) - Rank: 40066\nhounded (Frequency: 1) - Rank: 40005\nscreenwriter (Frequency: 2) - Rank: 39991\nfreshest (Frequency: 1) - Rank: 39953\ncannot (Frequency: 2) - Rank: 39872\ndrench (Frequency: 1) - Rank: 39835\nwrangle (Frequency: 1) - Rank: 39831\nheaves (Frequency: 1) - Rank: 39802\nflagrantly (Frequency: 1) - Rank: 39783\ngrubbing (Frequency: 1) - Rank: 39772\nqualifier (Frequency: 1) - Rank: 39768\nunapproachable (Frequency: 1) - Rank: 39695\ntantrum (Frequency: 1) - Rank: 39683\novershadowing (Frequency: 1) - Rank: 39653\njeered (Frequency: 1) - Rank: 39632\njukebox (Frequency: 1) - Rank: 39594\ncentrist (Frequency: 1) - Rank: 39590\nmilitarization (Frequency: 3) - Rank: 39586\ncounterculture (Frequency: 1) - Rank: 39563\nfrenetic (Frequency: 2) - Rank: 39556\ncanonization (Frequency: 1) - Rank: 39547\nquixotic (Frequency: 1) - Rank: 39546\nanomie (Frequency: 1) - Rank: 39534\nafoul (Frequency: 1) - Rank: 39530\nrollback (Frequency: 2) - Rank: 39517\nbluster (Frequency: 1) - Rank: 39494\nvendetta (Frequency: 1) - Rank: 39452\nvisionaries (Frequency: 2) - Rank: 39426\nbarricaded (Frequency: 2) - Rank: 39398\nmayoral (Frequency: 6) - Rank: 39394\nsteelworks (Frequency: 1) - Rank: 39380\nevict (Frequency: 1) - Rank: 39360\npanicky (Frequency: 1) - Rank: 39326\nafterglow (Frequency: 1) - Rank: 39265\nuproot (Frequency: 1) - Rank: 39237\neponymous (Frequency: 1) - Rank: 39163\ndrywall (Frequency: 1) - Rank: 39148\nscarcer (Frequency: 1) - Rank: 39120\nnecktie (Frequency: 1) - Rank: 39107\ngipsies (Frequency: 1) - Rank: 39089\nimperiled (Frequency: 1) - Rank: 39039\niconoclastic (Frequency: 1) - Rank: 39025\ntabula (Frequency: 1) - Rank: 39015\ndesolated (Frequency: 2) - Rank: 39002\nincognita (Frequency: 1) - Rank: 38990\nfestering (Frequency: 1) - Rank: 38954\ndominoes (Frequency: 1) - Rank: 38929\nhistrionic (Frequency: 1) - Rank: 38919\nordo (Frequency: 1) - Rank: 38915\ndensification (Frequency: 2) - Rank: 38913\nvigilante (Frequency: 4) - Rank: 38899\ncacophony (Frequency: 1) - Rank: 38860\ncataclysm (Frequency: 1) - Rank: 38854\ndefuse (Frequency: 1) - Rank: 38839\nadamantly (Frequency: 1) - Rank: 38817\nconjuncture (Frequency: 3) - Rank: 38791\ngambled (Frequency: 2) - Rank: 38761\ninternecine (Frequency: 1) - Rank: 38714\nbillionaire (Frequency: 3) - Rank: 38687\ndeport (Frequency: 1) - Rank: 38663\nobligingly (Frequency: 1) - Rank: 38639\nforetaste (Frequency: 1) - Rank: 38602\ncomparably (Frequency: 1) - Rank: 38580\nwampum (Frequency: 1) - Rank: 38554\nunravelling (Frequency: 1) - Rank: 38502\npatroness (Frequency: 1) - Rank: 38501\nconglomeration (Frequency: 1) - Rank: 38500\nwindowless (Frequency: 1) - Rank: 38488\nunveil (Frequency: 1) - Rank: 38444\nbuggies (Frequency: 2) - Rank: 38415\nchide (Frequency: 1) - Rank: 38408\ntentacle (Frequency: 1) - Rank: 38357\nenvironmentalist (Frequency: 4) - Rank: 38349\nprogressivism (Frequency: 1) - Rank: 38333\nmaelstrom (Frequency: 1) - Rank: 38329\nsubmerge (Frequency: 1) - Rank: 38316\nnothings (Frequency: 1) - Rank: 38272\nevangelicalism (Frequency: 2) - Rank: 38261\nsecessionist (Frequency: 1) - Rank: 38259\nshredding (Frequency: 1) - Rank: 38256\ngambit (Frequency: 2) - Rank: 38226\nfearlessness (Frequency: 1) - Rank: 38206\navocation (Frequency: 1) - Rank: 38181\ntawdry (Frequency: 1) - Rank: 38178\npervasiveness (Frequency: 1) - Rank: 38119\ncloistered (Frequency: 1) - Rank: 38106\nburglaries (Frequency: 1) - Rank: 38081\nintellectualism (Frequency: 2) - Rank: 38054\ncommingling (Frequency: 1) - Rank: 38048\nconstrictor (Frequency: 1) - Rank: 38033\nelitism (Frequency: 5) - Rank: 37977\nsacrosanct (Frequency: 1) - Rank: 37922\nurbanity (Frequency: 4) - Rank: 37898\nuncharged (Frequency: 1) - Rank: 37882\ncranky (Frequency: 1) - Rank: 37861\nprowl (Frequency: 1) - Rank: 37854\ntacky (Frequency: 2) - Rank: 37831\nleaner (Frequency: 1) - Rank: 37819\nfilibuster (Frequency: 1) - Rank: 37786\ncandied (Frequency: 1) - Rank: 37769\nunimpressed (Frequency: 1) - Rank: 37760\nnapping (Frequency: 1) - Rank: 37759\nperversely (Frequency: 1) - Rank: 37748\nriff (Frequency: 1) - Rank: 37710\ngunned (Frequency: 1) - Rank: 37704\ncataclysmic (Frequency: 1) - Rank: 37696\nshuttered (Frequency: 3) - Rank: 37692\npoorhouse (Frequency: 1) - Rank: 37686\nintoned (Frequency: 1) - Rank: 37675\nurinate (Frequency: 2) - Rank: 37585\nhubris (Frequency: 2) - Rank: 37549\nunabashed (Frequency: 1) - Rank: 37544\nreenact (Frequency: 1) - Rank: 37541\nembezzled (Frequency: 1) - Rank: 37522\nunsavory (Frequency: 2) - Rank: 37502\ncrypto (Frequency: 1) - Rank: 37498\nhotbed (Frequency: 2) - Rank: 37496\nhardcore (Frequency: 8) - Rank: 37483\ncowering (Frequency: 1) - Rank: 37474\nscandalized (Frequency: 1) - Rank: 37444\nperilously (Frequency: 1) - Rank: 37383\npenning (Frequency: 1) - Rank: 37382\navidly (Frequency: 4) - Rank: 37366\nclouding (Frequency: 1) - Rank: 37325\nhetero (Frequency: 1) - Rank: 37307\nunbending (Frequency: 1) - Rank: 37284\ndraconian (Frequency: 1) - Rank: 37280\nadjacency (Frequency: 3) - Rank: 37279\nsadism (Frequency: 1) - Rank: 37261\nunequaled (Frequency: 1) - Rank: 37240\nwesternmost (Frequency: 1) - Rank: 37237\nbandwagon (Frequency: 1) - Rank: 37224\nbaronial (Frequency: 1) - Rank: 37206\ncapstone (Frequency: 1) - Rank: 37179\nbistro (Frequency: 1) - Rank: 37164\nsubdividing (Frequency: 1) - Rank: 37121\nragtime (Frequency: 1) - Rank: 37103\npariah (Frequency: 1) - Rank: 37012\nglorifying (Frequency: 1) - Rank: 37005\ndissonant (Frequency: 1) - Rank: 36967\nmalevolence (Frequency: 2) - Rank: 36898\nruthlessness (Frequency: 1) - Rank: 36892\nhippies (Frequency: 1) - Rank: 36890\nemulating (Frequency: 1) - Rank: 36866\ntaciturn (Frequency: 2) - Rank: 36856\nsingling (Frequency: 1) - Rank: 36828\ninaugurating (Frequency: 1) - Rank: 36817\nconformist (Frequency: 1) - Rank: 36809\nportent (Frequency: 1) - Rank: 36798\nheeding (Frequency: 1) - Rank: 36775\ninflectional (Frequency: 1) - Rank: 36749\nstupefied (Frequency: 1) - Rank: 36738\nmanicured (Frequency: 2) - Rank: 36709\nintransigence (Frequency: 4) - Rank: 36686\nfictive (Frequency: 1) - Rank: 36684\nmultifunctional (Frequency: 2) - Rank: 36679\ngrizzled (Frequency: 1) - Rank: 36641\nmasthead (Frequency: 1) - Rank: 36626\nprofligacy (Frequency: 1) - Rank: 36624\nprospering (Frequency: 1) - Rank: 36613\ntycoon (Frequency: 1) - Rank: 36606\nboycotted (Frequency: 1) - Rank: 36601\nfetishism (Frequency: 1) - Rank: 36558\ninterregnum (Frequency: 2) - Rank: 36557\ncommunitarian (Frequency: 2) - Rank: 36555\nriche (Frequency: 2) - Rank: 36525\nstartlingly (Frequency: 1) - Rank: 36522\ngeneralship (Frequency: 1) - Rank: 36496\nswindle (Frequency: 2) - Rank: 36485\nfervid (Frequency: 1) - Rank: 36481\npetting (Frequency: 1) - Rank: 36436\nexpressionist (Frequency: 1) - Rank: 36430\nreheating (Frequency: 1) - Rank: 36427\nbartered (Frequency: 1) - Rank: 36401\nrailroading (Frequency: 1) - Rank: 36390\ntortilla (Frequency: 1) - Rank: 36387\nsuburbia (Frequency: 6) - Rank: 36329\nraider (Frequency: 1) - Rank: 36323\npatina (Frequency: 1) - Rank: 36319\ndaycare (Frequency: 1) - Rank: 36300\nshockingly (Frequency: 2) - Rank: 36281\nfloundering (Frequency: 1) - Rank: 36262\nsupersaturation (Frequency: 1) - Rank: 36208\nsignage (Frequency: 1) - Rank: 36203\nunwitting (Frequency: 1) - Rank: 36201\ncowed (Frequency: 2) - Rank: 36140\nexportable (Frequency: 1) - Rank: 36102\ndoomsday (Frequency: 1) - Rank: 36085\nhackneyed (Frequency: 1) - Rank: 36073\ntheocracy (Frequency: 1) - Rank: 36067\nsquirming (Frequency: 1) - Rank: 36018\nsecede (Frequency: 2) - Rank: 35972\ntinplate (Frequency: 1) - Rank: 35956\nindissoluble (Frequency: 1) - Rank: 35937\nflashback (Frequency: 2) - Rank: 35926\ncynically (Frequency: 1) - Rank: 35908\nluckless (Frequency: 1) - Rank: 35903\nfuror (Frequency: 2) - Rank: 35891\narchitecturally (Frequency: 1) - Rank: 35889\nhiked (Frequency: 1) - Rank: 35876\nseedy (Frequency: 1) - Rank: 35843\nlatched (Frequency: 1) - Rank: 35842\ngeopolitics (Frequency: 2) - Rank: 35829\ndemagogue (Frequency: 1) - Rank: 35810\nelectioneering (Frequency: 1) - Rank: 35730\nindict (Frequency: 1) - Rank: 35715\ncalumnies (Frequency: 1) - Rank: 35711\nreputedly (Frequency: 3) - Rank: 35706\ntechnocratic (Frequency: 1) - Rank: 35682\ndisenchanted (Frequency: 1) - Rank: 35680\nredistributive (Frequency: 1) - Rank: 35597\npreponderant (Frequency: 1) - Rank: 35574\nsmudge (Frequency: 1) - Rank: 35570\nimperium (Frequency: 1) - Rank: 35527\nsuperstar (Frequency: 1) - Rank: 35525\nsmearing (Frequency: 1) - Rank: 35504\nredolent (Frequency: 1) - Rank: 35493\nilliberal (Frequency: 1) - Rank: 35472\nuninvited (Frequency: 1) - Rank: 35464\nirreversibly (Frequency: 1) - Rank: 35444\ndisconsolate (Frequency: 1) - Rank: 35432\nshackled (Frequency: 1) - Rank: 35428\nunbreakable (Frequency: 1) - Rank: 35392\nurbane (Frequency: 1) - Rank: 35361\nepicenter (Frequency: 2) - Rank: 35348\nfurtively (Frequency: 1) - Rank: 35331\nabet (Frequency: 1) - Rank: 35308\nquicksand (Frequency: 1) - Rank: 35305\nfoothill (Frequency: 3) - Rank: 35294\nameliorated (Frequency: 1) - Rank: 35264\nindelibly (Frequency: 1) - Rank: 35236\ncrackdown (Frequency: 1) - Rank: 35225\nidyll (Frequency: 7) - Rank: 35217\nunspoiled (Frequency: 1) - Rank: 35211\nmoralizing (Frequency: 1) - Rank: 35196\nnightlife (Frequency: 1) - Rank: 35166\ninterfaith (Frequency: 1) - Rank: 35160\nitineraries (Frequency: 4) - Rank: 35152\npuritanical (Frequency: 1) - Rank: 35148\nmaligned (Frequency: 1) - Rank: 35136\nuncritically (Frequency: 1) - Rank: 35134\nflak (Frequency: 1) - Rank: 35113\nrevitalized (Frequency: 3) - Rank: 35084\ncronies (Frequency: 1) - Rank: 35061\nabating (Frequency: 1) - Rank: 35052\natrophied (Frequency: 1) - Rank: 35045\nbestseller (Frequency: 1) - Rank: 35025\nmesmerized (Frequency: 1) - Rank: 35012\nsleight (Frequency: 1) - Rank: 35004\nfuturistic (Frequency: 3) - Rank: 34987\nbivouac (Frequency: 1) - Rank: 34971\ntriage (Frequency: 2) - Rank: 34964\nhumbling (Frequency: 1) - Rank: 34940\nsubsidization (Frequency: 1) - Rank: 34931\nperestroika (Frequency: 1) - Rank: 34919\nrebuffed (Frequency: 1) - Rank: 34876\noutta (Frequency: 1) - Rank: 34846\nhoarded (Frequency: 1) - Rank: 34822<\/pre>\n\n\n\n
This experiment gives a glimpse on how computational methods can provide insights into the language and style of an author, enriching our understanding and appreciation of their work.<\/p>\n\n\n\n
Please note that the “we” in this article is me and a LLM who helped with the code generation and rewrote this post for clarity.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"
Recently, I finished reading “City of Quartz: Excavating the Future in Los Angeles” by Mike Davis. The book is an incredible journey through the history of Los Angeles, exploring its urban, social, and political landscapes. While diving into the story, I was struck by Davis’ unique writing style and the sheer number of uncommon terms …<\/p>\n
Continue Reading →<\/a><\/p>\n","protected":false},"author":1,"featured_media":3489,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[78,91,10],"_links":{"self":[{"href":"https:\/\/jamez.it\/blog\/wp-json\/wp\/v2\/posts\/3469"}],"collection":[{"href":"https:\/\/jamez.it\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jamez.it\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jamez.it\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jamez.it\/blog\/wp-json\/wp\/v2\/comments?post=3469"}],"version-history":[{"count":17,"href":"https:\/\/jamez.it\/blog\/wp-json\/wp\/v2\/posts\/3469\/revisions"}],"predecessor-version":[{"id":3504,"href":"https:\/\/jamez.it\/blog\/wp-json\/wp\/v2\/posts\/3469\/revisions\/3504"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jamez.it\/blog\/wp-json\/wp\/v2\/media\/3489"}],"wp:attachment":[{"href":"https:\/\/jamez.it\/blog\/wp-json\/wp\/v2\/media?parent=3469"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jamez.it\/blog\/wp-json\/wp\/v2\/categories?post=3469"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jamez.it\/blog\/wp-json\/wp\/v2\/tags?post=3469"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}