From 828312530481b9225dd4b1f8abfc264b4c10c08c Mon Sep 17 00:00:00 2001 From: Safak Date: Mon, 15 Dec 2025 14:58:00 +0100 Subject: [PATCH] kleine Verbesserungen in P2 --- P2/HazinedarSafak_3108590_BDA II_P_2.ipynb | 11503 ++++++++++++++----- 1 file changed, 8761 insertions(+), 2742 deletions(-) diff --git a/P2/HazinedarSafak_3108590_BDA II_P_2.ipynb b/P2/HazinedarSafak_3108590_BDA II_P_2.ipynb index 04a5f17..bfa935a 100644 --- a/P2/HazinedarSafak_3108590_BDA II_P_2.ipynb +++ b/P2/HazinedarSafak_3108590_BDA II_P_2.ipynb @@ -27,8 +27,8 @@ "id": "29c253cc-3060-4da3-bc9b-1aa5f5874db1", "metadata": { "ExecuteTime": { - "end_time": "2025-12-15T01:35:12.293443866Z", - "start_time": "2025-12-15T01:35:12.265187964Z" + "end_time": "2025-12-15T13:56:24.782957150Z", + "start_time": "2025-12-15T13:56:24.757679243Z" } }, "source": [ @@ -42,7 +42,7 @@ " r\"./Sherlock_card.txt\"]" ], "outputs": [], - "execution_count": 255 + "execution_count": 1 }, { "cell_type": "markdown", @@ -57,8 +57,8 @@ "id": "dee15bba-e43b-4e4b-b1a2-d798411820cb", "metadata": { "ExecuteTime": { - "end_time": "2025-12-15T01:35:12.328889973Z", - "start_time": "2025-12-15T01:35:12.310259053Z" + "end_time": "2025-12-15T13:56:24.879680892Z", + "start_time": "2025-12-15T13:56:24.784572818Z" } }, "source": [ @@ -66,7 +66,7 @@ "vectorizer = CountVectorizer(input=\"filename\")" ], "outputs": [], - "execution_count": 256 + "execution_count": 2 }, { "cell_type": "markdown", @@ -84,8 +84,8 @@ "id": "f94a5742-9b26-40ff-a093-b5f0f0bce12f", "metadata": { "ExecuteTime": { - "end_time": "2025-12-15T01:35:12.507512779Z", - "start_time": "2025-12-15T01:35:12.330004728Z" + "end_time": "2025-12-15T13:56:25.090650734Z", + "start_time": "2025-12-15T13:56:24.882138584Z" } }, "source": [ @@ -93,7 +93,8 @@ "bag_of_words = vectorizer.fit_transform(filenames)\n", "\n", "# count the total number of unique words in all documents, which corresponds to amount of columns in the matrix\n", - "total_unique_words = len(vectorizer.get_feature_names_out())\n", + "feature_names = vectorizer.get_feature_names_out()\n", + "total_unique_words = len(feature_names)\n", "\n", "# count the total number of words in each document\n", "words_per_document = bag_of_words.sum(axis=1)\n", @@ -134,2866 +135,8889 @@ "\n", "Word Count\n", "---------------------------------------------\n", - "1883 2\n", - "1884 1\n", - "1901 1\n", - "30 1\n", + "117 2\n", + "12 1\n", + "12s 1\n", + "13 1\n", + "131 2\n", + "13th 1\n", + "14th 1\n", + "15 1\n", + "16 2\n", + "1840 1\n", + "1872 1\n", + "1881 1\n", + "1883 10\n", + "1884 3\n", + "1887 1\n", + "1888 1\n", + "1892 1\n", + "1893 1\n", + "1894 4\n", + "1895 1\n", + "18th 1\n", + "1900 1\n", + "1901 2\n", + "1903 1\n", + "1904 1\n", + "1926 1\n", + "1st 2\n", + "20th 1\n", + "22 1\n", + "221b 1\n", + "22d 1\n", + "22nd 2\n", + "23rd 1\n", + "249 1\n", + "26 1\n", + "30 5\n", + "3rd 1\n", + "426 1\n", + "427 3\n", "45 2\n", - "46 1\n", - "83 1\n", - "95 1\n", - "aback 2\n", - "abandon 1\n", - "abbey 1\n", - "able 1\n", - "abnormally 10\n", - "abrasion 3\n", - "abroad 1\n", - "absconding 1\n", - "absence 1\n", - "absent 1\n", - "absolute 4\n", - "absolutely 1\n", - "absorbed 1\n", - "abstracted 1\n", - "accept 2\n", - "accepted 1\n", - "accident 1\n", - "according 1\n", - "account 2\n", - "accounts 1\n", - "accuse 1\n", - "accused 1\n", - "accustomed 1\n", - "acquaintance 2\n", - "acquaintances 1\n", - "acquiescence 1\n", - "acquired 1\n", - "act 5\n", - "acted 1\n", - "action 1\n", + "46 2\n", + "50 1\n", + "6d 1\n", + "6th 1\n", + "7s 1\n", + "83 2\n", + "87 1\n", + "95 7\n", + "97 1\n", + "aback 3\n", + "abandon 7\n", + "abandoned 1\n", + "abandoning 1\n", + "abbey 11\n", + "abduction 4\n", + "abe 8\n", + "abergavenny 1\n", + "abernetty 1\n", + "aberration 1\n", + "abetted 1\n", + "abhorrent 2\n", + "abhors 1\n", + "abide 1\n", + "ability 1\n", + "able 44\n", + "abnormally 2\n", + "aboard 2\n", + "abode 1\n", + "abominable 1\n", + "abortive 1\n", + "about 211\n", + "above 27\n", + "abrasion 2\n", + "abreast 1\n", + "abroad 4\n", + "abrupt 2\n", + "abruptly 1\n", + "absconding 2\n", + "absence 9\n", + "absent 8\n", + "absolute 18\n", + "absolutely 19\n", + "absorbed 9\n", + "abstracted 4\n", + "abstruse 2\n", + "absurd 13\n", + "absurdly 3\n", + "abuse 1\n", + "abyss 3\n", + "academic 1\n", + "accent 1\n", + "accept 4\n", + "acceptable 1\n", + "acceptance 1\n", + "accepted 2\n", + "accepting 2\n", + "access 1\n", + "accessory 1\n", + "accident 10\n", + "accidental 1\n", + "accidentally 1\n", + "accompanied 2\n", + "accompaniments 1\n", + "accompany 2\n", + "accomplice 4\n", + "accomplish 1\n", + "accord 1\n", + "accordance 1\n", + "according 3\n", + "account 51\n", + "accounted 2\n", + "accounts 6\n", + "accumulating 1\n", + "accumulation 1\n", + "accuracy 2\n", + "accurately 1\n", + "accursed 1\n", + "accusation 1\n", + "accuse 4\n", + "accused 2\n", + "accuser 1\n", + "accustomed 10\n", + "acid 1\n", + "acknowledge 3\n", + "acknowledged 1\n", + "acquaintance 4\n", + "acquaintances 2\n", + "acquainted 1\n", + "acquiescence 3\n", + "acquired 3\n", + "acquiring 1\n", + "acquitted 1\n", + "acres 1\n", + "acrobat 1\n", + "across 54\n", + "act 12\n", + "acted 11\n", + "acting 2\n", + "action 27\n", "actions 3\n", - "actors 2\n", + "active 12\n", + "actively 1\n", + "activity 1\n", + "actors 3\n", + "actress 1\n", "acts 2\n", - "actually 1\n", - "adapted 1\n", - "added 1\n", - "address 1\n", + "actual 4\n", + "actually 10\n", + "acumen 1\n", + "acute 1\n", + "adair 14\n", + "adaptable 1\n", + "adapted 4\n", + "add 8\n", + "added 4\n", + "adding 1\n", + "addition 5\n", + "additional 1\n", + "addleton 1\n", + "address 17\n", + "addressed 6\n", + "addressing 1\n", + "adelaide 4\n", "adequate 2\n", - "admiration 1\n", - "admit 7\n", - "advanced 1\n", - "advantage 3\n", - "advertisement 7\n", - "advertisements 1\n", - "advice 1\n", - "advise 11\n", - "affair 4\n", - "affairs 8\n", - "affection 1\n", - "afford 1\n", - "africa 1\n", - "african 1\n", - "afternoon 2\n", - "age 1\n", - "aged 1\n", - "agency 1\n", - "agent 44\n", - "agents 2\n", + "adhere 1\n", + "adhesive 1\n", + "adjectives 1\n", + "adjoining 1\n", + "adjusted 1\n", + "adler 1\n", + "administration 1\n", + "admirable 10\n", + "admirably 1\n", + "admiralty 1\n", + "admiration 8\n", + "admire 1\n", + "admirer 2\n", + "admirers 1\n", + "admit 21\n", + "admits 1\n", + "admitted 4\n", + "adopt 1\n", + "adorned 2\n", + "advance 3\n", + "advanced 11\n", + "advances 1\n", + "advancing 1\n", + "advantage 6\n", + "advantages 1\n", + "adventure 30\n", + "adventures 6\n", + "adventurous 1\n", + "adversary 1\n", + "advertise 2\n", + "advertisement 6\n", + "advertisements 2\n", + "advertising 1\n", + "advice 11\n", + "advise 3\n", + "advised 3\n", + "adviser 1\n", + "advises 1\n", + "affair 31\n", + "affairs 12\n", + "affect 1\n", + "affected 1\n", + "affection 3\n", + "affectionate 1\n", + "affectionately 1\n", + "affections 1\n", + "affluent 1\n", + "afford 8\n", + "afforded 1\n", + "afghan 1\n", + "afoot 1\n", + "afraid 11\n", + "africa 10\n", + "african 6\n", + "after 127\n", + "afternoon 15\n", + "afterwards 21\n", + "again 134\n", + "against 77\n", + "agatha 2\n", + "age 16\n", + "aged 8\n", + "agencies 1\n", + "agency 2\n", + "agent 10\n", + "agents 8\n", "ages 2\n", - "agony 1\n", - "agree 1\n", - "agreed 1\n", - "agreement 211\n", - "ah 27\n", - "ahead 2\n", - "aid 1\n", - "aided 4\n", - "air 2\n", - "akimbo 1\n", - "alarm 2\n", - "alas 9\n", - "albert 8\n", - "alert 18\n", - "alighting 19\n", + "aggressive 2\n", + "aggressively 1\n", + "agile 1\n", + "agitated 7\n", + "agitation 8\n", + "ago 43\n", + "agonies 1\n", + "agony 6\n", + "agree 5\n", + "agreeable 1\n", + "agreed 4\n", + "agreement 4\n", + "ah 34\n", + "aha 1\n", + "ahead 5\n", + "aid 11\n", + "aided 5\n", + "aim 1\n", + "aimed 1\n", + "aimlessly 1\n", + "air 29\n", + "airgun 1\n", + "ajar 2\n", + "akimbo 2\n", + "alarm 17\n", + "alarmed 4\n", + "alas 2\n", + "albert 2\n", + "aldridge 1\n", + "alec 3\n", + "alert 16\n", + "alertness 1\n", + "alexandria 1\n", + "alexandrian 1\n", + "alexis 3\n", + "algar 2\n", + "alias 1\n", + "alibi 2\n", + "alight 1\n", + "alighted 3\n", + "alighting 2\n", + "alike 1\n", "alive 9\n", - "allardyce 4\n", - "allow 2\n", - "allowance 13\n", - "allowed 3\n", - "allowing 1\n", - "allows 3\n", - "allude 1\n", - "aloud 1\n", - "alternative 4\n", - "alternatives 1\n", - "altogether 1\n", - "amateur 2\n", - "amazed 2\n", - "amazement 1\n", - "amazing 1\n", - "ambitions 10\n", - "ambuscade 1\n", - "america 1\n", - "american 2\n", - "amid 1\n", - "amounted 2\n", - "amused 4\n", - "anaemic 1\n", - "analysis 1\n", - "angel 1\n", - "anger 3\n", - "angle 51\n", - "angry 2\n", - "ankles 6\n", - "annoyed 1\n", - "answered 1\n", - "anxiety 2\n", - "anxious 1\n", - "apart 1\n", - "apartment 1\n", - "apologies 4\n", - "apologize 2\n", - "apology 1\n", - "apparent 10\n", - "apparently 1\n", - "appeal 3\n", - "appealed 1\n", - "appear 4\n", - "appearance 2\n", - "appeared 1\n", - "appears 3\n", - "appetite 3\n", - "applicant 1\n", - "application 1\n", - "applied 1\n", - "appointment 1\n", - "appreciated 54\n", - "apprehension 12\n", - "approach 11\n", - "approaching 2\n", - "aproned 27\n", - "arctic 3\n", - "argentine 12\n", - "argued 1\n", - "arise 1\n", - "arm 3\n", - "armchair 1\n", - "arms 2\n", + "all 462\n", + "allardyce 2\n", + "alley 1\n", + "allow 8\n", + "allowance 2\n", + "allowed 10\n", + "allowing 2\n", + "allows 2\n", + "allude 4\n", + "alluded 2\n", + "allusion 3\n", + "allusions 2\n", + "ally 1\n", + "almost 16\n", + "alone 27\n", + "along 35\n", + "aloud 8\n", + "alpha 7\n", + "alphabet 2\n", + "already 61\n", + "also 81\n", + "alter 1\n", + "alteration 1\n", + "alterations 1\n", + "altered 1\n", + "alternately 1\n", + "alternative 16\n", + "alternatives 2\n", + "although 11\n", + "altogether 8\n", + "always 64\n", + "am 239\n", + "amateur 5\n", + "amaze 1\n", + "amazed 3\n", + "amazement 28\n", + "amazing 6\n", + "amber 1\n", + "ambitions 2\n", + "ambuscade 2\n", + "amends 2\n", + "america 6\n", + "american 11\n", + "amiability 1\n", + "amiable 1\n", + "amid 11\n", + "amidst 1\n", + "amiss 3\n", + "among 50\n", + "amongst 2\n", + "amount 5\n", + "amounted 4\n", + "amounts 1\n", + "amoy 1\n", + "ample 1\n", + "amply 1\n", + "amuse 1\n", + "amused 6\n", + "amusement 4\n", + "amusing 2\n", + "an 519\n", + "anaemic 2\n", + "analysis 5\n", + "analyze 1\n", + "anarchist 1\n", + "anatomical 1\n", + "ancestors 1\n", + "ancient 6\n", + "and 3819\n", + "andaman 1\n", + "anderson 1\n", + "anecdote 2\n", + "anerley 1\n", + "angel 2\n", + "anger 10\n", + "angle 4\n", + "anglia 1\n", + "anglo 1\n", + "angry 7\n", + "anguish 1\n", + "angular 1\n", + "animal 2\n", + "aniseed 2\n", + "ankle 3\n", + "ankles 2\n", + "anna 4\n", + "annals 1\n", + "announce 1\n", + "announced 2\n", + "announcement 1\n", + "annoyance 4\n", + "annoyed 3\n", + "annoys 1\n", + "anoints 1\n", + "another 61\n", + "answer 43\n", + "answerable 1\n", + "answered 27\n", + "answering 3\n", + "answers 1\n", + "antagonist 1\n", + "ante 1\n", + "anthropological 1\n", + "anticipate 1\n", + "anticipated 2\n", + "antics 1\n", + "antidote 1\n", + "antimacassar 2\n", + "anxieties 1\n", + "anxiety 6\n", + "anxious 17\n", + "anxiously 1\n", + "any 195\n", + "anyhow 15\n", + "anyone 42\n", + "anything 71\n", + "anyway 2\n", + "anywhere 3\n", + "apart 3\n", + "apartment 4\n", + "apartments 1\n", + "ape 2\n", + "aperture 1\n", + "apologies 3\n", + "apologize 4\n", + "apologized 1\n", + "apology 3\n", + "appalled 1\n", + "apparent 3\n", + "apparently 6\n", + "appeal 10\n", + "appealed 5\n", + "appealing 1\n", + "appeals 1\n", + "appear 27\n", + "appearance 20\n", + "appearances 1\n", + "appeared 31\n", + "appears 10\n", + "appetite 5\n", + "applause 2\n", + "apple 1\n", + "appledore 4\n", + "applicant 2\n", + "application 2\n", + "applied 5\n", + "apply 1\n", + "applying 1\n", + "appointed 1\n", + "appointment 7\n", + "appreciate 3\n", + "appreciated 2\n", + "appreciation 1\n", + "apprehended 1\n", + "apprehension 2\n", + "approach 7\n", + "approached 17\n", + "approaching 3\n", + "appropriate 1\n", + "approve 1\n", + "approvingly 2\n", + "april 2\n", + "aproned 2\n", + "aquiline 3\n", + "arable 1\n", + "arbitrary 1\n", + "arched 1\n", + "archie 1\n", + "architectural 1\n", + "architecture 1\n", + "arctic 4\n", + "ardent 2\n", + "are 469\n", + "area 1\n", + "argentine 2\n", + "argue 1\n", + "argued 2\n", + "argues 1\n", + "arguing 1\n", + "argument 7\n", + "arguments 1\n", + "aright 1\n", + "arise 3\n", + "aristocrat 1\n", + "aristocratic 3\n", + "arm 22\n", + "armchair 7\n", + "armed 2\n", + "arms 15\n", + "armstrong 18\n", "army 4\n", - "aroused 10\n", - "arrest 1\n", - "arrested 1\n", - "arrival 14\n", - "arrive 1\n", - "arrived 4\n", - "arrives 8\n", - "arriving 4\n", - "art 1\n", - "article 5\n", - "articles 1\n", - "artists 1\n", - "ascertained 17\n", - "aside 6\n", - "asking 1\n", - "aspect 4\n", - "assault 2\n", - "assistance 1\n", - "assisting 1\n", - "assizes 1\n", - "associated 1\n", - "associates 1\n", - "assume 1\n", - "assumed 1\n", - "assure 10\n", - "assured 1\n", - "astonish 1\n", - "astonishment 8\n", - "ate 1\n", - "attached 2\n", - "attack 1\n", - "attained 21\n", - "attempt 1\n", - "attendant 4\n", - "attentions 1\n", - "attitude 2\n", - "attracted 3\n", - "audience 11\n", - "august 1\n", - "austere 1\n", - "author 6\n", - "authorities 1\n", - "autumn 30\n", - "available 6\n", - "avoid 1\n", - "avoided 1\n", - "aware 2\n", - "awkward 6\n", + "arose 1\n", + "around 8\n", + "arouse 2\n", + "aroused 5\n", + "arrange 5\n", + "arranged 5\n", + "arrangement 2\n", + "arrangements 1\n", + "arranges 1\n", + "arranging 1\n", + "array 1\n", + "arrest 23\n", + "arrested 14\n", + "arresting 1\n", + "arrival 5\n", + "arrive 7\n", + "arrived 17\n", + "arrives 2\n", + "arriving 2\n", + "arson 1\n", + "art 6\n", + "artery 1\n", + "arthur 15\n", + "article 7\n", + "articles 6\n", + "artificial 1\n", + "artist 2\n", + "artists 2\n", + "as 926\n", + "ascended 1\n", + "ascending 1\n", + "ascertain 2\n", + "ascertained 6\n", + "ascertaining 1\n", + "ascetic 4\n", + "ash 2\n", + "ashamed 3\n", + "ashen 1\n", + "ashes 3\n", + "ashore 1\n", + "aside 7\n", + "ask 64\n", + "askance 1\n", + "asked 91\n", + "asking 11\n", + "asleep 1\n", + "aspect 2\n", + "asperities 1\n", + "assailant 1\n", + "assailants 1\n", + "assassin 4\n", + "assault 6\n", + "assaulted 1\n", + "assaults 1\n", + "assemble 1\n", + "assembled 1\n", + "assent 2\n", + "assented 1\n", + "assert 2\n", + "asserted 1\n", + "assiduously 1\n", + "assist 1\n", + "assistance 12\n", + "assistant 4\n", + "assisting 2\n", + "assizes 3\n", + "associate 2\n", + "associated 4\n", + "associates 2\n", + "association 1\n", + "associations 3\n", + "assume 2\n", + "assumed 2\n", + "assurance 2\n", + "assure 23\n", + "assured 11\n", + "assuredly 1\n", + "assures 1\n", + "asthmatic 1\n", + "astonish 2\n", + "astonished 7\n", + "astonishing 2\n", + "astonishingly 1\n", + "astonishment 11\n", + "astounding 1\n", + "astrakhan 2\n", + "astray 1\n", + "astute 1\n", + "asylum 1\n", + "at 1025\n", + "ate 3\n", + "athene 1\n", + "athlete 3\n", + "athletic 3\n", + "atmosphere 2\n", + "atoms 1\n", + "atonement 1\n", + "atones 1\n", + "attached 5\n", + "attaches 1\n", + "attack 7\n", + "attacked 2\n", + "attacks 1\n", + "attain 2\n", + "attained 6\n", + "attempt 17\n", + "attempted 5\n", + "attempting 1\n", + "attend 1\n", + "attendance 1\n", + "attendant 3\n", + "attended 1\n", + "attends 1\n", + "attention 52\n", + "attentions 2\n", + "attentive 1\n", + "attentively 1\n", + "attic 1\n", + "attire 2\n", + "attired 1\n", + "attitude 6\n", + "attracted 2\n", + "attraction 1\n", + "attribute 1\n", + "attributed 1\n", + "audacious 1\n", + "audacity 2\n", + "audience 3\n", + "august 6\n", + "augustus 5\n", + "austere 6\n", + "austerlitz 1\n", + "australia 6\n", + "australian 2\n", + "author 4\n", + "authorities 3\n", + "authority 2\n", + "autograph 1\n", + "autumn 4\n", + "avail 2\n", + "available 2\n", + "availed 1\n", + "aveling 1\n", + "avenged 1\n", + "avenger 1\n", + "avenue 2\n", + "average 1\n", + "averse 1\n", + "aviary 1\n", + "avidity 1\n", + "avoid 14\n", + "avoided 4\n", + "await 1\n", + "awaited 2\n", + "awaiting 3\n", + "awaits 3\n", + "awake 1\n", + "awakened 3\n", + "aware 33\n", + "away 93\n", + "awful 3\n", + "awfull 1\n", + "awkward 4\n", + "awry 1\n", + "axed 1\n", + "ay 1\n", + "babbled 1\n", + "baboon 1\n", + "baby 1\n", "baccy 2\n", - "bachelor 1\n", - "backed 11\n", - "background 3\n", - "backward 3\n", - "bad 1\n", - "bade 1\n", - "badly 31\n", - "baggage 12\n", - "baker 1\n", - "balance 1\n", - "balanced 3\n", - "band 1\n", - "banish 1\n", - "bank 1\n", - "banker 1\n", - "bankers 8\n", - "banks 1\n", - "bar 1\n", - "barbed 1\n", - "bare 11\n", - "barred 10\n", - "basil 6\n", - "basis 127\n", - "basket 15\n", - "battle 21\n", - "bawl 134\n", - "bay 77\n", - "bear 2\n", - "beard 16\n", - "bearded 8\n", - "bearing 1\n", - "beast 2\n", - "beat 10\n", - "beautiful 8\n", - "bed 2\n", - "bedroom 2\n", - "beer 1\n", - "beetle 1\n", - "beg 7\n", - "began 8\n", - "begin 43\n", - "beginning 1\n", - "begun 6\n", - "behalf 5\n", - "behold 1\n", - "belated 4\n", - "belief 4\n", - "believe 34\n", - "believed 1\n", - "bell 5\n", - "bellow 11\n", - "belong 5\n", - "belonged 1\n", - "belonging 1\n", - "belongs 1\n", - "bench 29\n", - "bending 1\n", - "beneath 2\n", - "berth 2\n", - "bespattered 17\n", - "best 4\n", - "bet 2\n", + "bachelor 4\n", + "back 209\n", + "backed 3\n", + "background 2\n", + "backhander 1\n", + "backward 5\n", + "backwards 2\n", + "backwater 1\n", + "bad 23\n", + "bade 3\n", + "badly 7\n", + "baffled 1\n", + "bag 7\n", + "bagatelle 2\n", + "baggage 2\n", + "bags 1\n", + "bait 2\n", + "baits 1\n", + "baize 1\n", + "baker 43\n", + "bakers 2\n", + "balance 5\n", + "balanced 2\n", + "bald 1\n", + "baldness 1\n", + "baldwin 1\n", + "baldy 1\n", + "ball 1\n", + "balmoral 1\n", + "band 3\n", + "bands 1\n", + "bang 1\n", + "bangalore 1\n", + "bangor 1\n", + "banish 2\n", + "bank 7\n", + "banked 1\n", + "banker 3\n", + "bankers 2\n", + "banking 1\n", + "banknotes 1\n", + "banks 2\n", + "bannister 23\n", + "bar 9\n", + "barbed 2\n", + "barber 1\n", + "bare 7\n", + "bargain 4\n", + "baritsu 1\n", + "barney 1\n", + "barnicot 9\n", + "baron 1\n", + "baronet 1\n", + "barons 1\n", + "barred 7\n", + "barrel 4\n", + "barrels 1\n", + "barren 1\n", + "barrett 1\n", + "barrow 1\n", + "bars 1\n", + "base 3\n", + "basement 1\n", + "basil 8\n", + "basis 3\n", + "basket 2\n", + "basketchair 1\n", + "bass 1\n", + "bat 1\n", + "batch 1\n", + "bath 2\n", + "bathing 1\n", + "battered 3\n", + "battle 3\n", + "battlefield 1\n", + "bawl 2\n", + "bay 4\n", + "bayswater 1\n", + "be 687\n", + "bead 1\n", + "beagle 1\n", + "beak 1\n", + "beamed 1\n", + "bean 1\n", + "bear 14\n", + "beard 31\n", + "bearded 11\n", + "bearing 14\n", + "bearings 1\n", + "bears 1\n", + "bearskin 1\n", + "beast 10\n", + "beasts 1\n", + "beat 4\n", + "beaten 2\n", + "beating 1\n", + "beats 3\n", + "beauties 1\n", + "beautiful 19\n", + "beauty 4\n", + "became 16\n", + "because 42\n", + "become 22\n", + "becomes 5\n", + "becoming 2\n", + "bed 41\n", + "bedford 1\n", + "bedfordshire 1\n", + "bedroom 37\n", + "bedrooms 2\n", + "beds 1\n", + "bedside 1\n", + "bee 1\n", + "beecher 4\n", + "been 548\n", + "beer 3\n", + "beeswing 5\n", + "beetle 4\n", + "befall 2\n", + "befallen 1\n", + "befell 1\n", + "before 218\n", + "beg 13\n", + "began 20\n", + "beggarly 1\n", + "begged 7\n", + "begin 12\n", + "beginning 11\n", + "begins 2\n", + "begun 8\n", + "behalf 2\n", + "behaviour 1\n", + "behind 62\n", + "behold 2\n", + "being 65\n", + "beings 1\n", + "belated 3\n", + "belfast 6\n", + "belgrade 1\n", + "belief 6\n", + "believe 42\n", + "believed 7\n", + "believes 1\n", + "bell 25\n", + "bellinger 3\n", + "bellow 2\n", + "belly 1\n", + "belminster 1\n", + "belong 2\n", + "belonged 6\n", + "belonging 2\n", + "belongs 4\n", + "below 13\n", + "belt 1\n", + "bench 2\n", + "bend 1\n", + "bending 4\n", + "beneath 10\n", + "benefactor 1\n", + "benefit 4\n", + "benevolence 1\n", + "bent 7\n", + "bentley 1\n", + "beppo 12\n", + "bereavement 1\n", + "bert 1\n", + "berth 4\n", + "beseeching 1\n", + "beside 34\n", + "besides 23\n", + "besotted 1\n", + "bespattered 2\n", + "best 55\n", + "bestow 1\n", + "bet 5\n", + "betaken 1\n", + "betray 2\n", + "betrayed 2\n", + "better 43\n", + "betting 3\n", + "between 67\n", + "beverley 1\n", "bewildered 2\n", - "bind 1\n", - "bird 3\n", - "birds 16\n", - "bit 1\n", - "bits 1\n", - "bitter 1\n", + "beyond 14\n", + "bible 1\n", + "bibliophile 1\n", + "bicycle 39\n", + "bicycled 1\n", + "bicycles 2\n", + "bicyclist 1\n", + "bid 1\n", + "biding 1\n", + "bids 1\n", + "big 18\n", + "bigger 1\n", + "bill 5\n", + "billiard 3\n", + "billiards 2\n", + "bills 1\n", + "billycock 1\n", + "bind 2\n", + "binding 1\n", + "biographer 1\n", + "biographies 1\n", + "bird 24\n", + "birds 8\n", + "birth 1\n", + "biscuit 1\n", + "biscuits 1\n", + "bit 21\n", + "bite 1\n", + "bits 2\n", + "bitter 11\n", "bitterly 3\n", - "bizarre 2\n", - "blacker 1\n", - "blackest 2\n", - "blade 1\n", - "blank 3\n", + "bitterness 2\n", + "bizarre 3\n", + "black 65\n", + "blacker 2\n", + "blackest 4\n", + "blackguard 3\n", + "blackheath 7\n", + "blackmailed 1\n", + "blackmailers 1\n", + "blackmailing 1\n", + "blackness 1\n", + "blackthorn 2\n", + "blackwater 1\n", + "blackwell 1\n", + "blade 5\n", + "blame 7\n", + "blanched 1\n", + "blandest 2\n", + "blandford 1\n", + "blandly 1\n", + "blank 6\n", + "blankly 1\n", + "blaze 3\n", "blazed 2\n", - "blazing 1\n", - "bless 9\n", - "blessed 462\n", - "blew 2\n", - "blind 1\n", - "blinds 8\n", - "block 2\n", - "blow 10\n", - "blown 2\n", - "blue 2\n", - "bluebottles 4\n", + "blazes 1\n", + "blazing 5\n", + "bleached 2\n", + "bleaching 1\n", + "bleak 1\n", + "bleat 1\n", + "bleeding 1\n", + "blended 1\n", + "bless 5\n", + "blessed 3\n", + "blessing 1\n", + "blew 4\n", + "blight 1\n", + "blind 20\n", + "blindness 1\n", + "blinds 2\n", + "blinking 2\n", + "block 5\n", + "blocked 1\n", + "blocks 2\n", + "blond 1\n", + "blonde 1\n", + "blood 45\n", + "bloodless 1\n", + "bloody 1\n", + "bloom 1\n", + "bloomsbury 1\n", + "blossoms 1\n", + "blotting 2\n", + "blow 21\n", + "blowing 3\n", + "blown 6\n", + "bludgeons 1\n", + "blue 32\n", + "bluebottles 2\n", + "blues 1\n", + "blunder 2\n", "blunt 2\n", - "blurted 3\n", - "board 2\n", - "boards 1\n", - "boat 16\n", - "body 27\n", - "bold 35\n", - "bone 8\n", - "bonny 7\n", - "book 2\n", - "books 61\n", - "boots 81\n", - "bore 1\n", - "bored 1\n", - "born 1\n", - "bottle 1\n", - "bought 1\n", - "bow 16\n", - "bowed 2\n", - "box 11\n", - "boy 8\n", - "brain 64\n", - "brambletye 239\n", - "brandy 5\n", - "break 1\n", - "breakfast 3\n", - "breakfasted 28\n", - "breaking 6\n", - "breast 1\n", - "breath 2\n", - "breathing 2\n", + "blur 1\n", + "blurred 2\n", + "blurted 2\n", + "blushed 1\n", + "board 7\n", + "boarded 1\n", + "boarding 1\n", + "boards 2\n", + "boasted 1\n", + "boat 9\n", + "boats 2\n", + "bob 3\n", + "boded 1\n", + "bodied 1\n", + "bodies 2\n", + "body 30\n", + "boer 3\n", + "boers 1\n", + "bog 1\n", + "boggling 1\n", + "boggy 1\n", + "bogus 1\n", + "boil 1\n", + "boisterous 1\n", + "bold 5\n", + "bolt 2\n", + "bolted 2\n", + "bone 3\n", + "bones 1\n", + "bonnet 2\n", + "bonniest 1\n", + "bonny 2\n", + "bony 1\n", + "book 31\n", + "bookcase 6\n", + "booking 1\n", + "books 15\n", + "bookshop 1\n", + "bookworm 1\n", + "boomed 2\n", + "boots 4\n", + "border 3\n", + "bordering 1\n", + "borders 2\n", + "bore 12\n", + "bored 3\n", + "borgia 1\n", + "borgias 1\n", + "born 4\n", + "borne 2\n", + "borrow 1\n", + "borrowed 1\n", + "bosom 4\n", + "boss 1\n", + "both 62\n", + "bother 1\n", + "bothered 3\n", + "bothers 1\n", + "bottle 13\n", + "bottom 12\n", + "bought 5\n", + "boulder 1\n", + "boulders 1\n", + "boulevard 1\n", + "bound 13\n", + "bounded 3\n", + "bow 2\n", + "bowed 10\n", + "bowing 1\n", + "bowler 1\n", + "bowling 1\n", + "box 53\n", + "boxes 1\n", + "boxing 1\n", + "boy 38\n", + "boys 5\n", + "braced 1\n", + "bracing 2\n", + "brackenstall 15\n", + "bracket 4\n", + "bradstreet 1\n", + "brain 16\n", + "brains 2\n", + "brambletye 4\n", + "branch 4\n", + "branching 1\n", + "branded 1\n", + "brandy 11\n", + "brass 3\n", + "bravado 1\n", + "braver 1\n", + "brawl 1\n", + "brawny 1\n", + "brazen 1\n", + "breach 3\n", + "bread 1\n", + "breadth 1\n", + "break 21\n", + "breaker 1\n", + "breakfast 25\n", + "breakfasted 3\n", + "breaking 7\n", + "breaks 1\n", + "breast 8\n", + "breath 10\n", + "breathe 1\n", + "breathed 2\n", + "breathing 4\n", "breathless 2\n", - "brick 6\n", - "bridge 11\n", - "bright 1\n", - "brightest 1\n", - "brilliant 11\n", - "brindled 1\n", - "bring 3\n", - "bringing 50\n", + "breckinridge 7\n", + "bred 3\n", + "breech 2\n", + "brewing 1\n", + "bribe 1\n", + "brick 3\n", + "brickwork 1\n", + "bridegroom 2\n", + "bridge 5\n", + "bright 10\n", + "brightened 1\n", + "brighter 4\n", + "brightest 3\n", + "brightly 1\n", + "brightness 1\n", + "brighton 1\n", + "brilliant 7\n", + "brilliantly 1\n", + "brim 1\n", + "brimmed 1\n", + "brims 1\n", + "brindled 2\n", + "bring 40\n", + "bringing 5\n", + "brings 1\n", + "brink 2\n", "brisk 2\n", - "bristled 5\n", - "bristling 4\n", - "britain 1\n", - "british 1\n", - "brixton 1\n", - "broke 1\n", - "broken 1\n", - "broker 6\n", - "brokers 4\n", - "brother 2\n", - "brow 519\n", - "brown 2\n", - "brows 5\n", - "brushed 1\n", - "brutal 1\n", - "brute 1\n", - "building 1\n", - "built 6\n", - "bulky 3819\n", - "bull 1\n", - "bulldog 1\n", - "bullet 2\n", - "bully 1\n", + "briskest 1\n", + "briskly 1\n", + "bristled 4\n", + "bristling 5\n", + "britain 5\n", + "british 11\n", + "briton 1\n", + "brixton 10\n", + "broad 28\n", + "broadened 2\n", + "broader 1\n", + "broke 24\n", + "broken 24\n", + "broker 4\n", + "brokers 2\n", + "brooding 4\n", + "brother 9\n", + "brotherhood 2\n", + "brothers 5\n", + "brougham 6\n", + "brought 54\n", + "brow 13\n", + "browbeat 1\n", + "brown 12\n", + "browner 12\n", + "browners 1\n", + "brows 8\n", + "bruise 1\n", + "brushed 2\n", + "brutal 6\n", + "brutality 1\n", + "brute 5\n", + "bucket 1\n", + "buckets 1\n", + "budding 1\n", + "budge 1\n", + "budges 1\n", + "buffelsspruit 1\n", + "build 3\n", + "builder 6\n", + "building 6\n", + "buildings 1\n", + "built 3\n", + "bulbous 1\n", + "bulky 4\n", + "bull 7\n", + "bulldog 2\n", + "bullet 19\n", + "bullets 3\n", + "bully 5\n", + "bullying 1\n", "bulwark 2\n", - "bunk 10\n", - "burden 4\n", - "bureau 1\n", - "burglar 1\n", - "burglars 7\n", - "buried 1\n", - "burned 1\n", - "burning 2\n", - "burrow 2\n", - "burst 3\n", - "bushes 2\n", - "busy 4\n", - "busybody 1\n", - "butcher 1\n", - "butler 2\n", - "buttoned 1\n", - "buy 4\n", - "bye 3\n", - "cab 1\n", - "cabin 1\n", - "cairns 61\n", - "calling 43\n", - "calls 1\n", - "canadian 27\n", - "canary 3\n", - "candle 1\n", - "cap 1\n", - "capable 1\n", - "capacity 1\n", - "capricious 1\n", - "captain 2\n", - "captive 1\n", - "cardboard 1\n", + "bundle 4\n", + "bundles 2\n", + "bungler 1\n", + "bunk 2\n", + "bunter 1\n", + "burden 2\n", + "bureau 12\n", + "burglar 7\n", + "burglars 10\n", + "burglary 2\n", + "burgle 2\n", + "burgled 1\n", + "burgling 1\n", + "buried 9\n", + "burn 2\n", + "burned 10\n", + "burning 5\n", + "burns 1\n", + "burrow 3\n", + "burst 17\n", + "burying 1\n", + "bus 1\n", + "bush 1\n", + "bushes 14\n", + "busied 2\n", + "busiest 1\n", + "business 58\n", + "bust 32\n", + "bustled 2\n", + "bustling 1\n", + "busts 23\n", + "busy 13\n", + "busybody 2\n", + "but 884\n", + "butcher 4\n", + "butler 12\n", + "butt 4\n", + "butter 2\n", + "buttoned 3\n", + "buttoning 1\n", + "buttons 3\n", + "buy 6\n", + "buzzing 1\n", + "by 484\n", + "bye 6\n", + "byways 1\n", + "cab 27\n", + "cabby 2\n", + "cabin 20\n", + "cabinet 6\n", + "cable 4\n", + "cabled 1\n", + "cablegram 1\n", + "cabman 1\n", + "cabul 1\n", + "cadaverous 1\n", + "cairns 8\n", + "calculate 1\n", + "calculated 2\n", + "calculation 1\n", + "calculations 1\n", + "call 33\n", + "called 38\n", + "calling 2\n", + "callous 1\n", + "calls 2\n", + "calm 5\n", + "calmly 1\n", + "cam 1\n", + "cambridge 11\n", + "cambridgeshire 1\n", + "camden 1\n", + "came 202\n", + "camera 1\n", + "camp 1\n", + "campaign 4\n", + "campden 1\n", + "camped 1\n", + "can 327\n", + "canadian 2\n", + "canal 1\n", + "canary 2\n", + "candelabra 1\n", + "candidate 2\n", + "candle 12\n", + "candles 2\n", + "cane 1\n", + "canine 1\n", + "cannot 57\n", + "cantering 1\n", + "canters 1\n", + "cap 9\n", + "capable 9\n", + "capacities 1\n", + "capacity 2\n", + "cape 1\n", + "capital 7\n", + "caprice 1\n", + "capricious 2\n", + "captain 31\n", + "captive 3\n", + "capture 1\n", + "captured 2\n", + "carafe 1\n", + "caravan 1\n", + "carbolic 1\n", + "carbuncle 5\n", + "carcass 1\n", + "card 22\n", + "cardboard 4\n", "cardinal 2\n", - "cards 1\n", - "care 6\n", - "career 17\n", - "carefully 1\n", - "careless 195\n", - "carelessly 15\n", - "carey 42\n", - "carpet 71\n", - "carriage 2\n", + "cards 9\n", + "care 22\n", + "cared 4\n", + "career 18\n", + "careful 5\n", + "carefully 21\n", + "careless 2\n", + "carelessly 2\n", + "carelessness 1\n", + "carey 48\n", + "cargo 1\n", + "caricature 1\n", + "carlton 1\n", + "carotid 1\n", + "carpet 24\n", + "carriage 20\n", "carriages 3\n", - "carried 3\n", - "carry 4\n", - "carrying 1\n", - "cases 2\n", - "catastrophe 1\n", - "catch 3\n", - "caught 4\n", - "cause 1\n", - "causes 3\n", - "ceased 1\n", + "carried 25\n", + "carries 1\n", + "carruthers 31\n", + "carry 10\n", + "carrying 8\n", + "carstairs 1\n", + "carston 2\n", + "cart 12\n", + "cartilage 1\n", + "cartridge 2\n", + "cartridges 1\n", + "carve 1\n", + "carved 1\n", + "carving 1\n", + "case 184\n", + "cases 23\n", + "cashed 1\n", + "casket 1\n", + "cast 7\n", + "caste 1\n", + "castle 1\n", + "casts 5\n", + "casual 1\n", + "cat 4\n", + "cataract 1\n", + "catastrophe 5\n", + "catch 7\n", + "catching 1\n", + "category 1\n", + "cathcart 1\n", + "catherine 2\n", + "catholic 1\n", + "cattle 3\n", + "catullus 1\n", + "caught 21\n", + "caunter 1\n", + "cause 16\n", + "caused 20\n", + "causes 2\n", + "caution 2\n", + "cautious 2\n", + "cautiously 1\n", + "cavendish 2\n", + "cavity 1\n", + "ceased 6\n", + "ceaseless 1\n", "ceiling 3\n", - "cell 6\n", - "centre 10\n", - "chain 5\n", - "chair 1\n", - "challenged 1\n", - "chanced 27\n", - "change 20\n", - "changed 1\n", - "changing 31\n", - "chap 10\n", - "character 5\n", - "characteristic 2\n", - "characteristics 1\n", + "celebrities 1\n", + "cell 4\n", + "cells 1\n", + "central 11\n", + "centre 21\n", + "centuries 1\n", + "century 5\n", + "ceremony 1\n", + "certain 42\n", + "certainly 98\n", + "certainty 3\n", + "cetera 1\n", + "chaff 1\n", + "chaffed 1\n", + "chagrined 1\n", + "chain 16\n", + "chair 79\n", + "chairs 2\n", + "chalk 6\n", + "challenged 2\n", + "chamber 5\n", + "chambers 2\n", + "chance 38\n", + "chanced 3\n", + "chancelleries 1\n", + "chances 1\n", + "chandler 1\n", + "change 15\n", + "changed 5\n", + "changes 1\n", + "changing 2\n", + "channel 1\n", + "channels 1\n", + "chap 4\n", + "chapter 1\n", + "character 19\n", + "characteristic 3\n", + "characteristics 4\n", "characters 4\n", + "charasiab 1\n", "charcoal 2\n", - "charge 2\n", - "charts 5\n", - "chattering 1\n", - "chatting 1\n", - "cheeks 1\n", - "cheery 7\n", - "chest 3\n", - "chief 2\n", - "chimed 1\n", - "chimes 1\n", - "chin 2\n", - "choice 7\n", - "choose 17\n", + "charge 18\n", + "charged 1\n", + "charing 7\n", + "charles 7\n", + "charlington 14\n", + "charm 3\n", + "charmed 1\n", + "charming 6\n", + "charred 3\n", + "chart 2\n", + "charters 1\n", + "charts 2\n", + "chased 1\n", + "chasing 1\n", + "chasm 3\n", + "chastened 1\n", + "chat 1\n", + "chatham 6\n", + "chatted 1\n", + "chattering 2\n", + "chatting 2\n", + "cheap 1\n", + "cheating 1\n", + "check 12\n", + "checks 4\n", + "cheek 2\n", + "cheeks 13\n", + "cheer 1\n", + "cheerful 1\n", + "cheerfully 1\n", + "cheerily 1\n", + "cheery 3\n", + "cheese 1\n", + "chemical 4\n", + "chemicals 1\n", + "cherished 1\n", + "chess 1\n", + "chest 8\n", + "chested 2\n", + "chesterfield 4\n", + "chesterton 1\n", + "chestnuts 1\n", + "chevron 1\n", + "chicago 3\n", + "chief 4\n", + "child 10\n", + "childish 5\n", + "children 4\n", + "chill 1\n", + "chilled 1\n", + "chiltern 2\n", + "chimed 2\n", + "chimes 2\n", + "chimneys 1\n", + "chin 9\n", + "china 1\n", + "chins 1\n", + "chip 1\n", + "chipped 1\n", + "chips 1\n", + "chiselhurst 2\n", + "chiswick 4\n", + "chivalrous 1\n", + "choice 4\n", + "choke 1\n", + "choked 1\n", + "choking 2\n", + "choose 5\n", + "chooses 1\n", "choosing 3\n", - "chose 1\n", - "chronicle 1\n", - "chuckle 2\n", - "chuckled 2\n", - "church 2\n", - "cigar 3\n", - "cigarette 1\n", - "circle 1\n", - "circumstances 1\n", - "city 1\n", - "claim 1\n", - "clapped 1\n", - "claret 4\n", - "clasp 2\n", - "clatter 469\n", - "claw 1\n", - "clay 2\n", - "clean 1\n", - "cleaned 2\n", - "cleared 1\n", - "clearer 1\n", - "clearing 7\n", - "clenched 1\n", - "click 1\n", - "client 3\n", - "clients 1\n", + "chose 3\n", + "chosen 3\n", + "christ 1\n", + "christmas 9\n", + "chronicle 3\n", + "chronicled 1\n", + "chronicler 1\n", + "chronicles 1\n", + "chubb 1\n", + "chuckle 4\n", + "chuckled 9\n", + "chum 1\n", + "church 6\n", + "churches 1\n", + "cigar 12\n", + "cigarette 20\n", + "cigarettes 8\n", + "cigars 1\n", + "cipher 1\n", + "ciphers 1\n", + "circle 6\n", + "circles 1\n", + "circulated 1\n", + "circulation 1\n", + "circumlocution 1\n", + "circumstance 1\n", + "circumstances 15\n", + "circus 1\n", + "citizens 2\n", + "city 12\n", + "civil 2\n", + "civilization 1\n", + "civilly 1\n", + "clad 5\n", + "claim 6\n", + "claimed 1\n", + "claiming 1\n", + "clang 2\n", + "clapped 5\n", + "clapping 1\n", + "claret 2\n", + "clasp 3\n", + "clasped 3\n", + "clasping 1\n", + "claspings 1\n", + "class 8\n", + "classes 1\n", + "classic 2\n", + "classical 1\n", + "clatter 4\n", + "clattered 1\n", + "claw 2\n", + "clawed 2\n", + "clawing 2\n", + "clay 7\n", + "clean 13\n", + "cleaned 3\n", + "cleaners 1\n", + "clear 74\n", + "cleared 13\n", + "clearer 2\n", + "clearing 9\n", + "clearly 27\n", + "clearness 1\n", + "clenched 9\n", + "clergyman 4\n", + "clerical 1\n", + "clerk 1\n", + "clever 4\n", + "cleverly 1\n", + "cleverness 1\n", + "click 7\n", + "clicked 1\n", + "client 32\n", + "clients 4\n", + "cliff 4\n", + "climb 3\n", "climbed 3\n", - "clinking 22\n", - "clock 7\n", - "closer 2\n", - "closing 15\n", - "cloth 18\n", - "clothes 4\n", - "clouded 1\n", - "club 8\n", - "clue 2\n", - "clues 5\n", + "climbing 1\n", + "climbs 1\n", + "cling 1\n", + "clinking 2\n", + "clips 2\n", + "clock 35\n", + "close 31\n", + "closed 23\n", + "closely 2\n", + "closer 3\n", + "closest 1\n", + "closing 4\n", + "cloth 5\n", + "clothes 12\n", + "clothing 2\n", + "clotted 1\n", + "cloud 3\n", + "clouded 2\n", + "cloudless 1\n", + "clouds 1\n", + "cloven 1\n", + "club 11\n", + "clubbed 2\n", + "clubs 3\n", + "clue 27\n", + "clues 3\n", + "clump 1\n", + "clumped 1\n", + "clumps 2\n", + "clumsily 1\n", + "clung 1\n", "clutched 5\n", - "coarse 5\n", - "coast 2\n", - "coat 1\n", - "coax 1\n", - "coffee 1\n", - "coincidence 1\n", - "coldly 23\n", - "collapsed 14\n", - "collar 1\n", - "collection 5\n", - "colonel 7\n", - "colour 17\n", - "coloured 2\n", + "co 6\n", + "coachman 2\n", + "coal 2\n", + "coals 1\n", + "coarse 7\n", + "coarser 1\n", + "coast 6\n", + "coat 16\n", + "coats 3\n", + "coax 2\n", + "coaxing 1\n", + "cobwebs 1\n", + "cock 9\n", + "cocked 1\n", + "cocksure 1\n", + "cocoa 1\n", + "cocoanut 4\n", + "code 1\n", + "coffee 5\n", + "coherent 1\n", + "coil 1\n", + "coincidence 12\n", + "coins 1\n", + "cold 33\n", + "colder 1\n", + "coldly 3\n", + "collapse 1\n", + "collapsed 4\n", + "collar 8\n", + "colleague 6\n", + "collect 2\n", + "collected 2\n", + "collecting 1\n", + "collection 7\n", + "collector 2\n", + "college 11\n", + "colonel 36\n", + "colonial 1\n", + "colonies 1\n", + "colonna 1\n", + "colony 1\n", + "colossal 1\n", + "colour 16\n", + "coloured 6\n", + "colouring 2\n", + "colourless 1\n", "column 2\n", - "combination 1\n", - "comes 6\n", - "command 1\n", - "commanded 15\n", - "commence 7\n", - "commend 6\n", - "comments 1\n", + "columns 2\n", + "combination 6\n", + "come 217\n", + "comely 2\n", + "comes 15\n", + "comfort 1\n", + "comfortable 1\n", + "comic 1\n", + "comical 1\n", + "coming 36\n", + "command 7\n", + "commanded 5\n", + "commands 1\n", + "commence 2\n", + "commenced 1\n", + "commencement 1\n", + "commend 5\n", + "comment 2\n", + "commented 1\n", + "comments 2\n", "commercial 2\n", - "commission 2\n", - "committed 926\n", - "common 1\n", - "communicated 1\n", - "compelled 2\n", - "complaint 6\n", - "completely 1\n", + "commission 3\n", + "commissionaire 4\n", + "commissioned 2\n", + "commit 3\n", + "commits 1\n", + "committed 26\n", + "common 12\n", + "commonplace 3\n", + "communicate 4\n", + "communicated 5\n", + "communications 1\n", + "communicative 1\n", + "community 3\n", + "commuting 1\n", + "companion 32\n", + "companions 1\n", + "company 15\n", + "comparatively 2\n", + "compare 3\n", + "compared 1\n", + "comparing 1\n", + "comparison 2\n", + "compartments 1\n", + "compel 1\n", + "compelled 9\n", + "compete 2\n", + "competent 1\n", + "complacent 1\n", + "complacently 1\n", + "complain 2\n", + "complaint 4\n", + "complaints 1\n", + "complete 31\n", + "completed 4\n", + "completely 6\n", + "complex 7\n", + "complexion 3\n", + "complicated 3\n", + "complication 1\n", + "complications 1\n", + "compliment 1\n", + "compliments 1\n", + "composed 2\n", + "composition 1\n", "composure 4\n", - "comrade 2\n", - "conceal 3\n", - "concealed 1\n", + "compressed 2\n", + "compromise 3\n", + "compunction 1\n", + "comrade 4\n", + "comrades 1\n", + "comradeship 1\n", + "conan 5\n", + "concave 1\n", + "conceal 14\n", + "concealed 9\n", + "concealing 2\n", + "concealment 3\n", "conceivable 3\n", - "concentrated 1\n", - "concentration 7\n", - "concerned 64\n", - "concerns 1\n", - "concise 91\n", - "conclusion 11\n", - "conclusions 1\n", - "conclusive 2\n", - "conduct 1\n", - "confederate 1\n", - "confess 1\n", - "confidence 4\n", - "confidentially 6\n", - "confirmed 1\n", - "conjectured 1\n", - "connected 1\n", - "connection 1\n", - "conscious 2\n", - "consequences 1\n", - "considerable 2\n", - "considerably 1\n", - "consideration 1\n", - "consisted 1\n", - "constables 12\n", - "contact 4\n", - "contained 2\n", - "containing 3\n", + "conceivably 3\n", + "conceived 1\n", + "concentrate 2\n", + "concentrated 3\n", + "concentrating 1\n", + "concentration 3\n", + "concern 1\n", + "concerned 9\n", + "concerning 2\n", + "concerns 3\n", + "conciliatory 1\n", + "concise 2\n", + "concluded 3\n", + "conclusion 16\n", + "conclusions 6\n", + "conclusive 3\n", + "conclusively 1\n", + "concocted 1\n", + "concoction 1\n", + "concussion 1\n", + "condemned 3\n", + "condition 5\n", + "conditions 2\n", + "condoned 1\n", + "conducive 1\n", + "conduct 12\n", + "conducted 5\n", + "conduit 1\n", + "confederacy 2\n", + "confederate 8\n", + "confess 22\n", + "confessed 4\n", + "confessing 2\n", + "confession 8\n", + "confidant 1\n", + "confide 3\n", + "confidence 24\n", + "confidences 1\n", + "confident 1\n", + "confidential 1\n", + "confidentially 3\n", + "confine 1\n", + "confined 1\n", + "confining 1\n", + "confirm 1\n", + "confirmed 4\n", + "conflagration 1\n", + "confronted 3\n", + "confused 4\n", + "congenial 3\n", + "congrat 1\n", + "congratulate 7\n", + "congratulation 1\n", + "conjecture 1\n", + "conjectured 6\n", + "conjurer 1\n", + "conk 1\n", + "connect 4\n", + "connected 10\n", + "connection 16\n", + "connoisseur 1\n", + "conqueror 1\n", + "conscience 3\n", + "conscious 8\n", + "consciousness 3\n", + "consent 3\n", + "consented 1\n", + "consequence 2\n", + "consequences 7\n", + "conservatory 1\n", + "consider 5\n", + "considerable 17\n", + "considerably 4\n", + "consideration 4\n", + "considerations 1\n", + "considered 3\n", + "considering 1\n", + "consigned 1\n", + "consist 1\n", + "consisted 3\n", + "consists 5\n", + "consolation 2\n", + "consoling 1\n", + "conspiracy 1\n", + "conspire 1\n", + "constable 19\n", + "constables 7\n", + "constabulary 2\n", + "constantly 1\n", + "constraint 2\n", + "construct 2\n", + "constructed 1\n", + "consult 2\n", + "consultant 1\n", + "consultations 1\n", + "consulted 2\n", + "consulting 5\n", + "consume 1\n", + "consumed 5\n", + "consuming 1\n", + "consummate 1\n", + "consumption 2\n", + "contact 3\n", + "contagion 1\n", + "contain 2\n", + "contained 12\n", + "containing 5\n", + "contemplating 1\n", + "contemplation 1\n", + "contempt 1\n", + "content 4\n", "contented 2\n", - "contents 4\n", - "continually 2\n", - "continue 1\n", - "continued 3\n", - "contracted 2\n", - "contrary 2\n", - "conventional 2\n", - "conversation 23\n", - "conveyed 11\n", - "conveying 1\n", - "conviction 1\n", - "convinced 1\n", - "convincing 2\n", - "convulsive 7\n", - "cord 2\n", - "corner 1\n", - "corners 11\n", - "cornwall 1\n", - "correct 2\n", - "correspond 1\n", - "corresponded 1\n", - "correspondents 1\n", - "costa 1025\n", - "couch 3\n", - "couldn 1\n", - "countess 3\n", - "countryside 3\n", - "county 2\n", - "couple 1\n", - "cover 1\n", - "covered 1\n", - "cowardly 5\n", - "cowering 1\n", - "crack 7\n", - "cracked 2\n", - "crackling 1\n", - "craft 2\n", - "cravats 6\n", - "creak 17\n", - "creature 5\n", - "creatures 1\n", - "creditor 1\n", - "creditors 1\n", - "crew 3\n", - "cries 1\n", - "crimean 1\n", - "crimes 52\n", - "crisp 2\n", - "crop 1\n", - "cross 1\n", - "crossed 1\n", + "contents 11\n", + "continent 1\n", + "continually 4\n", + "continuation 1\n", + "continue 9\n", + "continued 20\n", + "continuous 2\n", + "continuously 1\n", + "contracted 3\n", + "contraction 2\n", + "contrary 4\n", + "contrast 2\n", + "contrived 1\n", + "control 3\n", + "conundrum 1\n", + "convalescent 1\n", + "convenience 1\n", + "convenient 4\n", + "conventional 3\n", + "conversation 8\n", + "conversing 1\n", + "convey 3\n", + "conveyed 3\n", + "conveying 2\n", + "conveys 1\n", + "convict 1\n", + "conviction 3\n", + "convince 4\n", + "convinced 28\n", + "convincing 3\n", + "convolution 1\n", + "convulsed 3\n", + "convulsion 1\n", + "convulsive 4\n", + "convulsively 1\n", + "cook 2\n", + "cool 4\n", + "cooler 1\n", + "coolly 1\n", + "coolness 1\n", + "cooperation 2\n", + "copied 3\n", + "copies 1\n", + "coping 1\n", + "copious 1\n", + "copper 2\n", + "coptic 1\n", + "copy 14\n", + "coram 9\n", + "cord 10\n", + "cords 1\n", + "cork 5\n", + "corkscrew 1\n", + "corn 1\n", + "cornelius 5\n", + "corner 28\n", + "corners 6\n", + "cornwall 2\n", + "coroner 1\n", + "corporal 1\n", + "corps 1\n", + "correct 14\n", + "correctly 1\n", + "correspond 8\n", + "corresponded 2\n", + "correspondence 1\n", + "correspondent 2\n", + "correspondents 2\n", + "corresponding 5\n", + "corridor 11\n", + "corridors 1\n", + "corroborate 1\n", + "corroborated 1\n", + "corroborates 1\n", + "corroboration 2\n", + "corroborative 1\n", + "cosmopolitan 3\n", + "cost 3\n", + "costa 2\n", + "costs 1\n", + "costume 1\n", + "cosy 1\n", + "cottage 5\n", + "cottages 2\n", + "couch 4\n", + "couched 1\n", + "coughing 1\n", + "could 430\n", + "couldn 18\n", + "council 1\n", + "counsel 3\n", + "countenance 1\n", + "counter 4\n", + "counterfeited 1\n", + "counterfoil 2\n", + "counterfoils 2\n", + "countess 10\n", + "counties 1\n", + "countries 1\n", + "country 49\n", + "countryman 2\n", + "countryside 4\n", + "county 10\n", + "couple 14\n", + "courage 6\n", + "courageous 1\n", + "course 76\n", + "courses 1\n", + "court 16\n", + "courteous 1\n", + "courtesy 2\n", + "courting 1\n", + "courtly 1\n", + "courts 1\n", + "courtyard 3\n", + "cousin 3\n", + "covent 3\n", + "coventry 1\n", + "cover 15\n", + "covered 19\n", + "covering 2\n", + "coverings 1\n", + "cow 3\n", + "coward 1\n", + "cowardly 2\n", + "cowered 1\n", + "cowering 2\n", + "cows 4\n", + "crabbed 1\n", + "crack 3\n", + "cracked 3\n", + "crackle 1\n", + "crackled 2\n", + "crackling 3\n", + "craft 3\n", + "crafty 1\n", + "cram 1\n", + "crammed 1\n", + "craned 1\n", + "crash 1\n", + "cravats 3\n", + "craved 1\n", + "crawl 1\n", + "crawled 3\n", + "crawling 1\n", + "crazed 1\n", + "crazy 1\n", + "creak 3\n", + "creaked 1\n", + "creaking 1\n", + "cream 3\n", + "creation 1\n", + "creature 13\n", + "creatures 2\n", + "credit 4\n", + "credited 1\n", + "creditor 2\n", + "creditors 4\n", + "creeping 2\n", + "creole 1\n", + "crept 7\n", + "crew 4\n", + "cricket 2\n", + "cried 80\n", + "cries 4\n", + "crime 83\n", + "crimean 2\n", + "crimes 4\n", + "criminal 41\n", + "criminals 4\n", + "crimson 5\n", + "cringe 1\n", + "cringing 1\n", + "crisis 4\n", + "crisp 3\n", + "crisply 1\n", + "critical 1\n", + "criticism 1\n", + "croaking 1\n", + "crocker 6\n", + "crocodile 1\n", + "crocuses 1\n", + "crook 1\n", + "crooks 1\n", + "crooksbury 2\n", + "crop 10\n", + "crosby 1\n", + "cross 25\n", + "crossed 7\n", "crossing 2\n", - "crouched 1\n", - "crowd 6\n", + "crosspiece 1\n", + "crouched 4\n", + "crouching 5\n", + "crowd 4\n", + "crowded 1\n", + "crown 1\n", + "crowning 1\n", + "croydon 10\n", + "cruel 2\n", + "cruelty 1\n", + "cruet 1\n", "crumbling 2\n", - "crumpled 1\n", - "crushed 1\n", - "cunning 1\n", - "curious 1\n", - "curled 2\n", + "crumbs 1\n", + "crumpled 4\n", + "crush 1\n", + "crushed 3\n", + "crushing 3\n", + "cry 15\n", + "crying 1\n", + "crystal 1\n", + "crystallized 1\n", + "crystals 1\n", + "cubic 1\n", + "cubitt 24\n", + "cuddled 1\n", + "cudgel 1\n", + "cue 2\n", + "cuff 1\n", + "cuffs 1\n", + "culminate 1\n", + "culminated 1\n", + "culpable 2\n", + "culprit 2\n", + "cultivated 1\n", + "cumulative 1\n", + "cunning 14\n", + "cunningly 1\n", + "cup 1\n", + 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1\n", + "frenzy 4\n", + "frequent 2\n", + "frequented 1\n", + "frequently 5\n", + "fresh 36\n", + "freshly 1\n", + "friction 1\n", + "friday 1\n", + "friend 152\n", + "friendless 1\n", + "friendly 3\n", + "friends 16\n", + "friendship 3\n", + "friesland 1\n", + "frieze 1\n", + "fright 2\n", + "frighten 2\n", + "frightened 11\n", + "frightening 1\n", + "frightful 3\n", + "fringe 2\n", + "fringed 1\n", + "fro 2\n", + "frock 1\n", + "frockcoat 3\n", + "from 641\n", + "front 63\n", + "frontal 1\n", + "frost 3\n", + "frosty 4\n", + "frou 2\n", + "frown 2\n", + "frowned 1\n", + "frowning 1\n", + "frozen 3\n", + "frugal 2\n", "fruitless 2\n", - "fully 4\n", - "furiously 2\n", + "frustrated 1\n", + "fugitives 2\n", + "fulfil 1\n", + "fulfilled 2\n", + "full 37\n", + "fully 8\n", + "fumes 1\n", + "furious 3\n", + "furiously 6\n", + "furnish 1\n", "furnished 7\n", - "furniture 3\n", - "furtive 2\n", - "fury 1\n", - "future 1\n", - "gained 3\n", - "gaining 1\n", - "gale 2\n", - "gales 5\n", - "gallantry 10\n", - "gallows 1\n", - "game 4\n", - "gang 3\n", - "gap 1\n", - "garden 1\n", - "gardener 1\n", - "gas 7\n", - "gasp 1\n", - "gasped 1\n", - "gate 1\n", - "gates 1\n", - "gather 2\n", - "gathered 40\n", - "gaunt 5\n", - "gauze 1\n", - "gaze 2\n", - "gazed 2\n", - "general 1\n", - "generally 1\n", - "gentle 4\n", - "gesture 5\n", - "gets 5\n", - "getting 11\n", - "ghastly 1\n", - "ghost 10\n", - "giant 28\n", + "furniture 5\n", + "furrow 2\n", + "furrowed 1\n", + "further 21\n", + "furtive 5\n", + "fury 5\n", + "fuss 1\n", + "future 17\n", + "gables 1\n", + "gages 1\n", + "gain 3\n", + "gained 5\n", + "gainer 1\n", + "gaining 2\n", + "gains 2\n", + "gaitered 1\n", + "gaiters 1\n", + "gale 4\n", + "gales 2\n", + "gallant 1\n", + "gallantry 2\n", + "galloped 1\n", + "gallops 1\n", + "gallows 4\n", + "game 19\n", + "gamekeeper 1\n", + "games 1\n", + "gang 9\n", + "gangs 1\n", + "gap 8\n", + "gaps 1\n", + "garden 45\n", + "gardener 7\n", + "garments 1\n", + "garroter 1\n", + "garrulous 1\n", + "gas 6\n", + "gash 1\n", + "gaslight 1\n", + "gasp 5\n", + "gasped 5\n", + "gate 18\n", + "gates 5\n", + "gateway 2\n", + "gather 7\n", + "gathered 5\n", + "gathering 2\n", + "gaunt 9\n", + "gauze 2\n", + "gave 69\n", + "gaze 5\n", + "gazed 6\n", + "gazing 1\n", + "geese 17\n", + "gelder 7\n", + "gem 2\n", + "general 9\n", + "generally 4\n", + "generate 1\n", + "generosity 1\n", + "genial 1\n", + "geniality 1\n", + "genius 2\n", + "genteel 2\n", + "gentle 7\n", + "gentleman 45\n", + "gentlemen 32\n", + "gentlest 2\n", + "gently 6\n", + "gentry 1\n", + "genuine 1\n", + "geographical 1\n", + "george 7\n", + "german 14\n", + "gesticulation 1\n", + "gesture 7\n", + "gestures 1\n", + "get 118\n", + "gets 4\n", + "getting 24\n", + "ghastly 6\n", + "ghost 3\n", + "ghosts 1\n", + "giant 2\n", + "gibes 1\n", + "gibraltar 2\n", + "gift 1\n", + "gifts 1\n", "gigantic 2\n", - "girl 1\n", - "gives 24\n", - "giving 24\n", - "glad 4\n", - "glance 2\n", - "glancing 4\n", - "glare 9\n", - "glared 2\n", - "glaring 5\n", - "glass 6\n", - "glasses 54\n", - "gleamed 13\n", - "glimmering 1\n", - "globe 12\n", - "gloomily 12\n", - "gloomy 1\n", - "gloves 8\n", - "glow 1\n", - "god 2\n", - "godfrey 6\n", - "goes 1\n", - "going 5\n", - "gold 1\n", - "golf 1\n", - "goodness 1\n", - "gown 1\n", - "gracious 1\n", - "grain 1\n", - "grasp 3\n", - "grate 6\n", - "grateful 6\n", - "gratitude 1\n", - "grave 3\n", - "gravity 1\n", - "gray 4\n", - "greasy 7\n", - "greater 2\n", - "greatest 19\n", - "green 3\n", - "grew 5\n", - "grieve 1\n", + "gilchrist 14\n", + "gild 1\n", + "gill 2\n", + "gilt 1\n", + "gipsies 2\n", + "girl 21\n", + "give 99\n", + "given 34\n", + "gives 5\n", + "giving 8\n", + "glad 33\n", + "glade 3\n", + "glades 1\n", + "glance 20\n", + "glanced 21\n", + "glances 1\n", + "glancing 5\n", + "glare 6\n", + "glared 4\n", + "glaring 2\n", + "glass 24\n", + "glasses 24\n", + "glazed 1\n", + "gleam 9\n", + "gleamed 7\n", + "gleaming 5\n", + "gleams 1\n", + "glided 1\n", + "gliding 1\n", + "glimmer 1\n", + "glimmering 2\n", + "glimpse 9\n", + "glimpses 2\n", + "glint 1\n", + "glints 1\n", + "glitter 1\n", + "glittering 2\n", + "globe 2\n", + "gloom 5\n", + "gloomily 3\n", + "gloomy 8\n", + "glorious 1\n", + "gloriously 1\n", + "glory 2\n", + "glossy 1\n", + "glove 1\n", + "gloved 1\n", + "gloves 9\n", + "glow 2\n", + "glowed 2\n", + "glowing 3\n", + "go 113\n", + "goal 2\n", + "goatee 1\n", + "god 23\n", + "godfrey 68\n", + "godolphin 10\n", + "gods 1\n", + "goers 1\n", + "goes 12\n", + "going 40\n", + "gold 7\n", + "golden 6\n", + "golf 2\n", + "goloshes 1\n", + "gone 60\n", + "gong 1\n", + "good 161\n", + "goodge 2\n", + "goodness 5\n", + "goods 1\n", + "goodwill 1\n", + "goose 26\n", + "gordon 2\n", + "gored 1\n", + "gorse 4\n", + "gossip 3\n", + "gossiping 1\n", + "got 111\n", + "gothic 1\n", + "gotten 2\n", + "gout 1\n", + "governess 1\n", + "government 2\n", + "governor 1\n", + "gown 11\n", + "grab 1\n", + "grace 33\n", + "graceful 4\n", + "graces 1\n", + "gracious 5\n", + "gradually 4\n", + "graham 1\n", + "grain 2\n", + "grains 1\n", + "grand 1\n", + "grandly 1\n", + "grandparents 1\n", + "grange 10\n", + "granite 2\n", + "granted 3\n", + "granting 1\n", + "graphic 10\n", + "grasp 4\n", + "grasped 4\n", + "grasping 1\n", + "grass 18\n", + "grate 4\n", + "grateful 2\n", + "grati 1\n", + "grating 1\n", + "gratitude 2\n", + "grave 8\n", + "gravely 3\n", + "graver 2\n", + "gravest 1\n", + "gravity 2\n", + "gray 25\n", + "grays 2\n", + "grazing 1\n", + "greasy 3\n", + "great 98\n", + "greater 6\n", + "greatest 7\n", + "greatly 1\n", + "greek 3\n", + "green 14\n", + "greenhouse 1\n", + "greensward 1\n", + "greeted 2\n", + "greeting 1\n", + "grenoble 1\n", + "gresham 1\n", + "grew 6\n", + "greyminster 1\n", + "grief 7\n", + "grieve 3\n", + "grievous 1\n", + "grim 7\n", + "grime 2\n", "grimly 2\n", - "gripped 4\n", - "grizzled 2\n", - "groaned 1\n", - "ground 2\n", - "grounds 1\n", - "group 2\n", - "groves 12\n", - "growing 7\n", - "grown 10\n", + "grimy 1\n", + "grind 1\n", + "grinding 1\n", + "grinned 1\n", + "grinning 2\n", + "grip 4\n", + "gripped 3\n", + "gritty 1\n", + "grizzled 9\n", + "grizzly 1\n", + "groan 3\n", + "groaned 4\n", + "groat 1\n", + "groom 3\n", + "groove 1\n", + "grossly 1\n", + "grotesque 6\n", + "grotesquely 1\n", + "ground 21\n", + "grounds 19\n", + "group 4\n", + "grouped 1\n", + "groups 1\n", + "grove 3\n", + "groves 2\n", + "grow 6\n", + "growing 2\n", + "grown 5\n", + "grows 2\n", "grudge 2\n", - "gruff 2\n", - "guess 1\n", - "guessed 1\n", - "guide 9\n", - "guilt 2\n", - "guilty 10\n", - "guineas 5\n", - "gun 1\n", + "grudging 1\n", + "gruesome 1\n", + "gruff 4\n", + "guarantee 1\n", + "guard 3\n", + "guarded 1\n", + "guess 7\n", + "guessed 5\n", + "guest 1\n", + "guests 1\n", + "guide 11\n", + "guilt 7\n", + "guiltless 1\n", + "guilty 14\n", + "guineas 2\n", + "gullet 1\n", + "gulp 1\n", + "gulped 1\n", + "gun 8\n", + "guns 3\n", + "gurgle 1\n", + "guttered 1\n", + "guttering 1\n", "ha 3\n", - "habit 17\n", - "habits 1\n", - "haggard 1\n", - "hailed 1\n", - "hair 14\n", - "haired 2\n", - "halfway 1\n", - "hall 58\n", - "hammer 32\n", - "handcuffs 2\n", - "handed 1\n", - "handkerchief 23\n", - "handled 13\n", - "handling 2\n", - "handsome 884\n", - "hang 4\n", - "hanging 12\n", - "happen 4\n", - "happened 2\n", - "happens 3\n", - "happy 1\n", + "habit 8\n", + "habits 8\n", + "hack 1\n", + "had 1333\n", + "haggard 8\n", + "hailed 3\n", + "hair 21\n", + "haired 12\n", + "hairless 2\n", + "hairpin 1\n", + "half 80\n", + "halfway 2\n", + "hall 62\n", + "hallamshire 2\n", + "halloa 19\n", + "halt 1\n", + "halted 7\n", + "hammer 2\n", + "hammersmith 3\n", + "hampstead 6\n", + "hampton 1\n", + "hand 162\n", + "handbag 1\n", + "handcuffs 5\n", + "handed 17\n", + "handicap 1\n", + "handing 1\n", + "handiwork 2\n", + "handkerchief 3\n", + "handle 12\n", + "handled 8\n", + "handling 6\n", + "hands 96\n", + "handsome 12\n", + "handsomely 1\n", + "handwriting 1\n", + "handy 1\n", + "hang 5\n", + "hanged 1\n", + "hanging 8\n", + "hangings 1\n", + "hansom 3\n", + "haphazard 1\n", + "happen 5\n", + "happened 31\n", + "happening 1\n", + "happenings 1\n", + "happens 6\n", + "happiest 1\n", + "happiness 3\n", + "happy 26\n", + "harassed 1\n", + "hard 44\n", + "harden 1\n", + "hardened 1\n", + "harder 1\n", + "harding 9\n", + "hardly 53\n", "hardship 3\n", - "harm 6\n", - "harmonium 1\n", - "harpoon 484\n", - "harpooner 6\n", - "harpooners 1\n", - "harpoons 27\n", - "hate 2\n", - "hated 20\n", - "haunted 6\n", - "headed 4\n", - "heading 1\n", - "heads 1\n", - "health 1\n", - "healthy 1\n", - "hearing 1\n", - "heart 8\n", - "heartily 1\n", + "hardy 2\n", + "hargreave 1\n", + "hark 2\n", + "harker 12\n", + "harley 1\n", + "harm 22\n", + "harmless 1\n", + "harmonium 2\n", + "harp 1\n", + "harpoon 16\n", + "harpooner 4\n", + "harpooners 6\n", + "harpoons 2\n", + "harshly 1\n", + "harshness 1\n", + "has 368\n", + "hasn 2\n", + "hastened 4\n", + "hastening 1\n", + "hastily 2\n", + "hasty 1\n", + "hat 44\n", + "hate 4\n", + "hated 7\n", + "hateful 2\n", + "hatpin 1\n", + "hatred 9\n", + "hats 1\n", + "haughtily 1\n", + "haul 1\n", + "haunches 1\n", + "haunted 3\n", + "have 1244\n", + "haven 7\n", + "having 46\n", + "hayes 16\n", + "haze 3\n", + "he 2247\n", + "head 101\n", + "headache 1\n", + "headed 8\n", + "heading 5\n", + "headlines 2\n", + "headquarters 4\n", + "heads 5\n", + "health 5\n", + "healthier 1\n", + "healthy 4\n", + "heap 1\n", + "hear 54\n", + "heard 127\n", + "hearing 3\n", + "heart 29\n", + "hearted 3\n", + "hearth 1\n", + "hearthrug 2\n", + "heartily 5\n", "hearts 2\n", - "heat 1\n", - "heaven 1\n", - "heavens 33\n", - "heavily 38\n", - "heel 2\n", - "heels 1\n", - "heir 2\n", - "helped 5\n", - "helplessly 1\n", - "hempen 1\n", - "henry 11\n", - "hesitated 1\n", - "hid 1\n", - "hidden 202\n", - "hide 1\n", - "hiding 1\n", - "high 4\n", - "highly 1\n", - "highway 1\n", - "hill 327\n", + "hearty 2\n", + "heat 5\n", + "heated 1\n", + "heath 13\n", + "heather 2\n", + "heaven 19\n", + "heavens 14\n", + "heavier 1\n", + "heavily 6\n", + "heaving 1\n", + "heavy 29\n", + "hector 4\n", + "hedge 10\n", + "heed 1\n", + "heel 3\n", + "heeled 1\n", + "heels 16\n", + "heidegger 6\n", + "height 6\n", + "heir 11\n", + "held 55\n", + "hell 1\n", + "help 60\n", + "helped 10\n", + "helping 1\n", + "helpless 4\n", + "helplessly 2\n", + "helpmate 1\n", + "hempen 2\n", + "hence 1\n", + "henri 3\n", + "henry 12\n", + "her 482\n", + "heraldic 1\n", + "herder 2\n", + "here 241\n", + "hereby 2\n", + "hereditary 1\n", + "herr 1\n", + "herring 1\n", + "hers 6\n", + "herself 16\n", + "hesitate 2\n", + "hesitated 6\n", + "hesitating 2\n", + "hesitation 2\n", + "hid 6\n", + "hidden 5\n", + "hide 7\n", + "hideous 8\n", + "hideously 1\n", + "hides 1\n", + "hiding 19\n", + "hieroglyphic 1\n", + "hieroglyphics 3\n", + "high 47\n", + "higher 1\n", + "highest 3\n", + "highly 5\n", + "highway 2\n", + "hilarious 1\n", + "hilda 12\n", + "hill 10\n", + "hills 1\n", + "hillside 1\n", + "hilton 25\n", + "him 639\n", + "himalayas 1\n", + "himself 96\n", + "hind 3\n", + "hinder 1\n", + "hinge 3\n", + "hinged 2\n", "hinges 2\n", - "hint 1\n", - "history 2\n", - "hit 1\n", - "hoarse 2\n", - "hobnobbed 12\n", - "hold 2\n", - "holdernesse 1\n", - "holding 1\n", - "hole 57\n", - "holiness 1\n", - "hollow 1\n", - "homely 9\n", - "homeward 9\n", - "honest 1\n", - "honour 2\n", - "hook 1\n", - "hope 7\n", - "hoped 1\n", - "hopeless 2\n", - "hopes 31\n", - "hoping 3\n", - "hopkins 1\n", + "hint 7\n", + "hire 1\n", + "hired 1\n", + "his 1693\n", + "histon 1\n", + "historian 1\n", + "history 5\n", + "hit 9\n", + "hoarse 4\n", + "hobbling 2\n", + "hobby 2\n", + "hobnobbed 2\n", + "hogshead 1\n", + "holborn 2\n", + "hold 24\n", + "holdernesse 20\n", + "holding 6\n", + "holdings 1\n", + "holds 1\n", + "hole 7\n", + "holiday 1\n", + "holiness 2\n", + "hollow 2\n", + "hollowed 1\n", + "hollows 2\n", + "holmes 890\n", + "holy 2\n", + "homage 1\n", + "home 39\n", + "homely 3\n", + "homemade 1\n", + "homer 5\n", + "homesickness 1\n", + "homeward 3\n", + "homicidal 1\n", + "honest 8\n", + "honesty 1\n", + "honey 1\n", + "honeydew 2\n", + "honour 13\n", + "honourable 11\n", + "honoured 4\n", + "honours 1\n", + "hoofs 3\n", + "hook 3\n", + "hooked 1\n", + "hooliganism 1\n", + "hop 1\n", + "hope 38\n", + "hoped 11\n", + "hopeful 1\n", + "hopeless 3\n", + "hopes 15\n", + "hoping 2\n", + "hopkin 1\n", + "hopkins 112\n", "hopley 2\n", - "horrible 1\n", - "horrified 1\n", - "horror 1\n", - "horse 5\n", - "host 1\n", - "hot 22\n", - "hotel 4\n", - "hour 2\n", - "hours 9\n", - "household 22\n", - "houses 4\n", - "hubbub 18\n", - "hudson 5\n", - "huge 21\n", + "horace 7\n", + "horizon 2\n", + "horn 1\n", + "hornerhad 2\n", + "hornerin 1\n", + "horneris 1\n", + "hornersome 1\n", + "hornerup 1\n", + "hornerwas 1\n", + "hornerwere 1\n", + "horrible 9\n", + "horribly 6\n", + "horrified 8\n", + "horror 14\n", + "horse 14\n", + "horses 8\n", + "horsy 1\n", + "hospital 3\n", + "hospitals 1\n", + "host 6\n", + "hot 13\n", + "hotel 23\n", + "hound 5\n", + "hounds 1\n", + "hour 62\n", + "hourly 1\n", + "hours 31\n", + "house 199\n", + "household 11\n", + "housekeeper 17\n", + "housekeeping 1\n", + "housemaid 2\n", + "houses 7\n", + "how 186\n", + "however 101\n", + "howled 2\n", + "hubbub 2\n", + "hudson 22\n", + "huffed 1\n", + "huge 13\n", "hugh 2\n", - "hum 2\n", - "humanity 1\n", - "humble 48\n", - "humouredly 1\n", - "humours 1\n", - "hundreds 1\n", - "hung 1\n", - "hungry 24\n", - "hunt 20\n", - "hurried 3\n", - "husband 25\n", - "hushed 1\n", - "hut 31\n", - "ice 10\n", - "idea 8\n", - "ideas 1\n", - "identified 2\n", - "identifying 12\n", - "identity 1\n", + "hum 7\n", + "human 17\n", + "humanity 2\n", + "humans 1\n", + "humble 7\n", + "humorous 2\n", + "humorously 1\n", + "humour 4\n", + "humouredly 3\n", + "humours 2\n", + "hundred 26\n", + "hundreds 8\n", + "hung 7\n", + "hunger 2\n", + "hungry 2\n", + "hunt 3\n", + "hunted 3\n", + "hunter 1\n", + "hunters 1\n", + "hunting 4\n", + "huntsman 1\n", + "hurdles 1\n", + "huret 1\n", + "hurled 1\n", + "hurrah 1\n", + "hurricane 1\n", + "hurried 17\n", + "hurriedly 3\n", + "hurry 5\n", + "hurrying 4\n", + "hurt 8\n", + "husband 46\n", + "hush 2\n", + "hushed 3\n", + "hut 30\n", + "huxtable 20\n", + "hyams 1\n", + "hypnotized 1\n", + "hypodermic 1\n", + "hypothesis 4\n", + "hysterics 1\n", + "ice 5\n", + "ichthyosis 1\n", + "iconoclast 1\n", + "idea 35\n", + "ideal 1\n", + "ideas 2\n", + "idee 3\n", + "identified 4\n", + "identify 2\n", + "identifying 2\n", + "identity 8\n", + "idleness 1\n", + "idling 1\n", + "if 432\n", + "ignited 1\n", + "ignoble 1\n", + "ignominious 1\n", + "ignorant 2\n", + "ill 15\n", "illegal 2\n", - "illness 1\n", - "illustrate 1\n", - "illustrious 1\n", - "imagination 1\n", - "imagined 184\n", - "immediate 23\n", - "immense 1\n", - "immensely 1\n", - "impatiently 7\n", - "impenetrable 1\n", - "imperial 1\n", - "importance 5\n", - "impossible 1\n", - "impress 4\n", - "impression 1\n", - "improbable 5\n", - "impulse 7\n", - "impulsive 1\n", - "impunity 1\n", - "inaccessible 1\n", - "incident 2\n", - "incidents 1\n", - "incisive 3\n", - "inclined 1\n", - "include 21\n", - "included 1\n", - "including 16\n", - "incoherent 20\n", + "illness 2\n", + "illuminated 1\n", + "illuminating 1\n", + "illusion 2\n", + "illustrate 2\n", + "illustration 1\n", + "illustrious 7\n", + "image 3\n", + "images 1\n", + "imaginary 1\n", + "imagination 3\n", + "imagine 32\n", + "imagined 13\n", + "imagines 2\n", + "immediate 8\n", + "immediately 4\n", + "immense 4\n", + "immensely 3\n", + "immersed 3\n", + "imminent 1\n", + "immune 1\n", + "impassive 1\n", + "impatience 7\n", + "impatient 1\n", + "impatiently 5\n", + "impecunious 1\n", + "impede 1\n", + "impenetrable 3\n", + "imperative 1\n", + "imperfectly 1\n", + "imperial 2\n", + "impertinence 1\n", + "implore 2\n", + "implored 4\n", + "imploring 3\n", + "importance 19\n", + "important 39\n", + "impose 1\n", + "imposing 1\n", + "impossibility 1\n", + "impossible 34\n", + "impound 1\n", + "impregnated 1\n", + "impress 3\n", + "impressed 5\n", + "impresses 1\n", + "impression 19\n", + "impressions 2\n", + "impressive 1\n", + "imprinted 1\n", + "imprisonment 2\n", + "improbability 1\n", + "improbable 2\n", + "improve 1\n", + "improved 1\n", + "improvement 1\n", + "imprudent 2\n", + "impudent 1\n", + "impulse 4\n", + "impulsive 3\n", + "impunity 3\n", + "in 2366\n", + "inaccessible 3\n", + "inaction 2\n", + "inanition 1\n", + "incapable 1\n", + "incarceration 1\n", + "incessant 1\n", + "incessantly 2\n", + "inch 5\n", + "inches 8\n", + "incident 26\n", + "incidentally 2\n", + "incidents 8\n", + "incisive 2\n", + "inclination 1\n", + "inclinations 1\n", + "inclined 7\n", + "inclosed 1\n", + "include 2\n", + "included 2\n", + "includes 2\n", + "including 2\n", + "inclusive 2\n", + "incoherent 3\n", + "income 1\n", + "incommode 1\n", + 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1\n", + "invoke 1\n", + "involuntarily 1\n", + "involuntary 1\n", + "involve 2\n", + "involved 6\n", + "inward 3\n", + "inwardly 1\n", + "ionides 1\n", + "ireland 1\n", + "irene 1\n", + "irksome 1\n", + "iron 11\n", + "ironical 3\n", + "irregular 6\n", + "irregularity 1\n", + "irrelevant 1\n", + "irreparable 2\n", + "irrepressible 1\n", + "irresolute 1\n", + "irritable 1\n", + "irritate 1\n", + "is 1413\n", + "islander 1\n", + "isn 7\n", + "issue 5\n", + "issued 3\n", + "it 2419\n", + "italian 10\n", + "italians 2\n", + "its 85\n", + "itself 20\n", + "ivory 2\n", + "ivy 6\n", + "jabbed 1\n", + "jabbering 1\n", + "jabez 2\n", + "jack 3\n", + "jackal 2\n", + "jacket 4\n", + "jacobs 3\n", + "jagged 1\n", + "jail 6\n", + "james 51\n", + "january 3\n", + "japanese 1\n", + "jaw 4\n", + "jay 1\n", + "jealous 1\n", + "jealousy 3\n", + "jem 4\n", + "jemmy 2\n", + "jeremy 2\n", + "jerked 1\n", + "jerking 1\n", + "jet 1\n", + "jew 2\n", + "jewel 8\n", + "jewels 1\n", + "jim 7\n", + "jimmie 4\n", + "jingo 1\n", + "job 6\n", + "jobs 2\n", + "jogged 1\n", + "johann 2\n", + "johannesburg 2\n", + "john 16\n", + "johnson 1\n", + "join 6\n", + "joined 7\n", + "joint 2\n", + "joke 13\n", + "joker 1\n", "joking 5\n", - "journal 4\n", - "journey 1\n", - "jove 1\n", - "joy 2\n", + "jollification 1\n", + "jonas 13\n", + "josiah 2\n", + "jostling 1\n", + "jotted 1\n", + "journal 3\n", + "journalist 3\n", + "journalistic 1\n", + "journey 14\n", + "journeys 3\n", + "jove 7\n", + "jovial 2\n", + "jowaki 1\n", + "joy 7\n", "joyous 2\n", - "judge 2\n", - "july 1\n", - "jump 9\n", - "jury 1\n", - "justice 1\n", - "keenly 1\n", - "keeper 1\n", - "keeping 1\n", - "keeps 2\n", - "kent 4\n", - "kept 1\n", - "key 4\n", - "kicked 1\n", - "kill 1\n", - "killed 2\n", - "killing 5\n", - "kindly 1\n", - "king 3\n", + "joys 1\n", + "jubilee 1\n", + "judge 6\n", + "judging 1\n", + "judgment 7\n", + "judicial 1\n", + "judicious 1\n", + "july 3\n", + "jump 4\n", + "jumped 1\n", + "jumper 1\n", + "jumping 2\n", + "june 4\n", + "jungle 2\n", + "junior 1\n", + "juries 1\n", + "jury 8\n", + "just 129\n", + "justice 9\n", + "justifiable 3\n", + "justified 3\n", + "justify 6\n", + "justly 1\n", + "jutted 1\n", + "keen 13\n", + "keener 3\n", + "keenest 1\n", + "keenly 6\n", + "keenness 1\n", + "keep 35\n", + "keeper 3\n", + "keeping 10\n", + "keeps 3\n", + "keepsake 1\n", + "kennedy 1\n", + "kennington 6\n", + "kensington 7\n", + "kent 11\n", + "kentish 1\n", + "kept 32\n", + "key 35\n", + "keyed 1\n", + "keyhole 2\n", + "keys 2\n", + "khalifa 1\n", + "khartoum 1\n", + "kick 1\n", + "kicked 4\n", + "kid 1\n", + "kidnap 1\n", + "kidnapped 4\n", + "kilburn 3\n", + "kill 3\n", + "killed 14\n", + "killing 2\n", + "kills 2\n", + "kimberley 1\n", + "kin 1\n", + "kind 24\n", + "kindly 17\n", + "kindness 2\n", + "king 7\n", + "kissed 2\n", "kit 3\n", - "kitchen 3\n", - "knee 1\n", + "kitchen 9\n", + "knee 8\n", + "kneeled 1\n", + "kneeling 4\n", "knees 9\n", - "knickerbockers 3\n", - "knife 1\n", - "knocked 1\n", - "knot 1\n", - "knots 1\n", - "knowing 4\n", - "knowledge 9\n", - "known 1\n", - "lad 6\n", - "ladies 1\n", - "lady 12\n", - "ladyship 20\n", - "lamb 8\n", - "lamp 1\n", - "lancaster 1\n", - "land 1\n", - "landlord 6\n", - "landsman 1\n", - "landsmen 1\n", - "language 1\n", - "lank 1\n", - "lap 1\n", - "larger 15\n", - "largest 1\n", - "lashed 2\n", - "late 12\n", - "later 2\n", - "laugh 1\n", - "laughed 1\n", - "laughing 5\n", - "laughter 6\n", - "laurels 1\n", - "law 1\n", - "lay 2\n", - "laying 5\n", - "lead 1\n", - "leading 2\n", - "leads 3\n", - "leaf 3\n", - "leaned 1\n", - "learn 1\n", - "learned 8\n", - "learning 1\n", + "knew 111\n", + "knickerbockers 2\n", + "knife 30\n", + "knifed 1\n", + "knitted 1\n", + "knives 3\n", + "knobs 1\n", + "knock 2\n", + "knocked 16\n", + "knocker 1\n", + "knocking 3\n", + "knocks 1\n", + "knot 5\n", + "knots 4\n", + "knotted 1\n", + "know 217\n", + "knowing 12\n", + "knowledge 17\n", + "known 67\n", + "knows 21\n", + "knuckles 1\n", + "l100 1\n", + "l1000 1\n", + "la 1\n", + "laboratory 1\n", + "laborious 2\n", + "labourer 1\n", + "laburnum 3\n", + "labyrinth 1\n", + "lace 1\n", + "lack 2\n", + "lackey 1\n", + "lad 20\n", + "ladies 5\n", + "lads 2\n", + "lady 111\n", + "ladyship 4\n", + "laid 39\n", + "lain 3\n", + "lama 1\n", + "lamb 2\n", + "lamentable 1\n", + "lamented 2\n", + "lamp 19\n", + "lamplight 1\n", + "lamps 5\n", + "lancashire 1\n", + "lancaster 4\n", + "lance 1\n", + "lancet 1\n", + "land 4\n", + "landed 2\n", + "landing 1\n", + "landlady 3\n", + "landlord 11\n", + "landmarks 1\n", + "landscape 3\n", + "landsman 2\n", + "landsmen 3\n", + "lane 9\n", + "lanes 1\n", + "language 4\n", + "languid 1\n", + "languidly 2\n", + "lank 4\n", + "lantern 4\n", + "lanterns 1\n", + "lap 3\n", + "lapse 1\n", + "larceny 1\n", + "large 56\n", + "larger 3\n", + "largest 3\n", + "lashed 3\n", + "lashes 1\n", + "lass 1\n", + "last 192\n", + "latch 1\n", + "late 42\n", + "lately 1\n", + "later 58\n", + "latest 2\n", + "lath 1\n", + "latter 11\n", + "lattice 1\n", + "latticed 1\n", + "lauder 1\n", + "laugh 11\n", + "laughed 18\n", + "laughing 6\n", + "laughs 1\n", + "laughter 8\n", + "launched 1\n", + "laundry 1\n", + "laurel 2\n", + "laurels 2\n", + "law 25\n", + "lawn 12\n", + "laws 2\n", + "lawyer 2\n", + "lay 60\n", + "laying 7\n", + "lazily 1\n", + "lead 13\n", + "leaden 1\n", + "leader 2\n", + "leading 7\n", + "leads 5\n", + "leaf 4\n", + "leafed 1\n", + "league 2\n", + "leaned 7\n", + "leaning 11\n", + "learn 9\n", + "learned 24\n", + "learning 3\n", + "learns 1\n", "lease 2\n", - "leather 1\n", - "leaves 4\n", - "leaving 1\n", - "led 2\n", - "ledger 2\n", - "lee 2\n", - "leg 7\n", - "legal 13\n", - "legged 3\n", - "legs 1\n", - "leisure 74\n", - "lend 13\n", - "length 2\n", - "lens 9\n", - "lesson 27\n", - "lest 1\n", - "lestrade 9\n", - "letter 4\n", - "lie 1\n", - "lies 1\n", - "lightened 4\n", - "lighting 1\n", - "lights 1\n", - "liked 7\n", - "likely 1\n", - "limb 32\n", + "leases 1\n", 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17\n", + "lied 3\n", + "lies 16\n", + "lieutenant 1\n", + "life 81\n", + "lifetime 3\n", + "light 82\n", + "lighted 3\n", + "lightened 2\n", + "lighting 6\n", + "lightly 1\n", + "lightning 1\n", + "lights 5\n", + "like 139\n", + "liked 12\n", + "likely 22\n", + "likes 1\n", + "liking 1\n", + "limb 2\n", + "limbs 1\n", + "lime 3\n", + "limestone 1\n", + "limit 2\n", "limited 4\n", - "lined 4\n", - "lines 3\n", + "limits 1\n", + "limped 1\n", + "line 38\n", + "lineament 1\n", + "lined 13\n", + "linen 1\n", + "lines 9\n", + "linguist 1\n", + "lining 4\n", "link 3\n", - "linked 1\n", - "links 1\n", - "lip 1\n", - "lips 2\n", - "list 2\n", - "listen 35\n", - "listened 31\n", - "lists 23\n", - "lit 2\n", + "linked 2\n", + "links 4\n", + "lion 2\n", + "lip 2\n", + "lipped 1\n", + "lips 27\n", + "list 7\n", + "listen 10\n", + "listened 17\n", + "listening 1\n", + "listless 2\n", + "lists 4\n", + "lit 12\n", + "literally 1\n", + "literary 2\n", + "lithe 3\n", + "litter 1\n", "littered 3\n", - "live 1\n", - "lived 4\n", - "liverpool 5\n", - "lives 12\n", - "living 2\n", - "loathed 1\n", - "local 3\n", - "lock 2\n", - "locked 1\n", - "lodge 1\n", - "lodgers 1\n", - "lodgings 11\n", - "logbooks 2\n", - "logical 3\n", - "london 27\n", - "lonely 3\n", - "longed 1\n", - "longer 1\n", - "looks 2\n", - "loose 1\n", - "lose 1\n", - "loss 5\n", - "lot 6\n", - "loud 2\n", - "loudly 2\n", - "love 1\n", - "loved 7\n", - "lover 1\n", - "low 6\n", - "lower 16\n", - "luck 3\n", - "lunatic 2\n", - "lunch 1\n", - "lurched 1\n", - "lying 9\n", - "mad 1\n", - "madam 1\n", - "madman 1\n", - "madness 4\n", - "magistrate 1\n", - "magnifying 5\n", - "maid 1\n", - "maids 1\n", - "majority 12\n", - "maker 1\n", - "makes 33\n", - "making 1\n", + "little 186\n", + "live 15\n", + "lived 19\n", + "liverpool 15\n", + "lives 13\n", + "living 12\n", + "ll 84\n", + "loaded 1\n", + "loafers 1\n", + "loathe 1\n", + "loathed 2\n", + "loathes 1\n", + "lobe 1\n", + "local 13\n", + "locally 1\n", + "lock 12\n", + 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+ "lunatic 3\n", + "lunch 8\n", + "luncheon 1\n", + "lunching 1\n", + "lurched 2\n", + "lurk 1\n", + "lurked 1\n", + "lurking 4\n", + "lurks 1\n", + "luxurious 1\n", + "lying 21\n", + "machine 6\n", + "machinery 1\n", + "mackleton 5\n", + "macpherson 2\n", + "mad 14\n", + "madam 17\n", + "maddening 1\n", + "made 126\n", + "madly 1\n", + "madman 5\n", + "madness 3\n", + "madrid 1\n", + "mafia 3\n", + "maggie 2\n", + "magistrate 2\n", + "magnificent 5\n", + "magnificently 1\n", + "magnifying 4\n", + "magnum 1\n", + "maid 30\n", + "maiden 2\n", + "maids 3\n", + "main 12\n", + "majestic 1\n", + "majesty 1\n", + "majority 2\n", + "make 123\n", + "maker 3\n", + "makes 7\n", + "making 21\n", + "male 2\n", + "malicious 1\n", + "malignant 6\n", "mall 3\n", - "manage 1\n", - "managed 4\n", - "manly 8\n", - "manner 6\n", - "mansion 2\n", - "mantelpiece 2\n", - "maps 1\n", - "marble 7\n", - "march 2\n", - "marked 11\n", - "market 36\n", - "marks 1\n", - "married 1\n", - "mary 1\n", - "masculine 1\n", - "masses 1\n", - "massive 16\n", - "master 6\n", - "match 2\n", - "mate 1\n", - "matters 2\n", - "meal 2\n", - "meals 6\n", - "mean 217\n", - "meaning 2\n", - "means 15\n", - "meant 1\n", - "meantime 1\n", - "measured 1\n", - "medical 1\n", - "meet 36\n", - "melancholy 7\n", - "member 5\n", - "memorable 1\n", + "malodorous 1\n", + "maltreated 1\n", + "man 531\n", + "manacled 1\n", + "manage 5\n", + "managed 2\n", + "management 1\n", + "manager 5\n", + "manchester 1\n", + "mane 1\n", + "manhood 2\n", + "mania 2\n", + "manly 3\n", + "manner 38\n", + "mannered 1\n", + "manners 1\n", + "manoeuvred 1\n", + "manor 4\n", + "mansion 3\n", + "mantelpiece 11\n", + "mantle 3\n", + "manufactured 1\n", + "manufacturers 1\n", + "manuscript 2\n", + "many 52\n", + "map 4\n", + "maps 2\n", + "mar 1\n", + "marauding 1\n", + "marble 4\n", + "march 3\n", + "marched 1\n", + "marengo 1\n", + "margate 1\n", + "margin 4\n", + "maritime 1\n", + "mark 26\n", + "marked 14\n", + "marker 6\n", + "market 15\n", + "marking 1\n", + "markings 2\n", + "marks 19\n", + "marksman 1\n", + "marred 1\n", + "marriage 18\n", + "married 22\n", + "marrow 1\n", + "marry 5\n", + "marrying 1\n", + "marshalled 1\n", + "marsham 1\n", + "marshes 1\n", + "martial 1\n", + "martin 11\n", + "martinet 1\n", + "marvellous 2\n", + "mary 24\n", + "masculine 2\n", + "mask 5\n", + "masked 2\n", + "masks 2\n", + "masonry 1\n", + "mass 2\n", + "massed 1\n", + "masses 2\n", + "massive 6\n", + "master 40\n", + "mastered 3\n", + "masterful 2\n", + "mastering 1\n", + "masterpiece 1\n", + "masters 2\n", + "match 16\n", + "matches 1\n", + "mate 2\n", + "material 8\n", + "mathematical 1\n", + "mathews 1\n", + "matted 1\n", + "matter 118\n", + "mattered 1\n", + "matters 13\n", + "matting 4\n", + "maturing 1\n", + "maudsley 1\n", + "maw 1\n", + "may 214\n", + "maybe 11\n", + "maynooth 2\n", + "mcfarlane 25\n", + "mclaren 1\n", + "me 830\n", + "meal 3\n", + "meals 3\n", + "mean 33\n", + "meaning 10\n", + "meaningless 1\n", + 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5\n", + "meretricious 2\n", + "merits 1\n", + "merridew 1\n", + "merriment 2\n", + "merrow 1\n", + "merry 1\n", + "message 24\n", + "messages 5\n", + "messenger 3\n", + "met 36\n", + "metal 3\n", + "metallic 3\n", + "method 5\n", + "methodical 2\n", + "methodically 1\n", + "methods 14\n", + "meunier 1\n", + "mews 1\n", "midday 3\n", - "middle 4\n", - "mile 5\n", - "miles 1\n", - "million 1\n", - "millions 3\n", - "minute 1\n", - "minutely 32\n", - "minutes 1\n", - "misery 15\n", - "miss 2\n", - "missed 3\n", - "missing 1\n", - "mission 1\n", - "mistake 2\n", - "mistaken 1\n", - "mister 1\n", - "modifies 9\n", - "monday 2\n", - "monster 1\n", - "month 1\n", - "months 1\n", + "middle 26\n", + "middlesex 2\n", + "midland 1\n", + "midlands 1\n", + "midnight 5\n", + "midst 1\n", + "midway 1\n", + "might 127\n", + "mighty 1\n", + "mild 1\n", + "mile 8\n", + "miles 32\n", + "military 2\n", + "milk 3\n", + "million 3\n", + "millionaire 1\n", + "millions 2\n", + "milner 1\n", + "milverton 41\n", + "mincing 1\n", + "mind 73\n", + "mine 26\n", + "minerals 1\n", + "mingled 1\n", + "minimize 1\n", + "minimum 1\n", + "minister 12\n", + "ministers 2\n", + "minor 1\n", + "minute 17\n", + "minutely 5\n", + "minutes 34\n", + "mire 1\n", + "miry 1\n", + "misadventures 1\n", + "misbehave 1\n", + "miscalculated 1\n", + "mischance 1\n", + "mischief 3\n", + "mischievous 1\n", + "mischievously 1\n", + "miser 2\n", + "miserable 1\n", + "misery 4\n", + "misfortune 9\n", + "mishandled 1\n", + "misjudged 1\n", + "misled 1\n", + "miss 46\n", + "missed 5\n", + "misshapen 1\n", + "missing 15\n", + "mission 4\n", + "mist 1\n", + "mistake 12\n", + "mistaken 7\n", + "mistaking 2\n", + "mister 5\n", + "mistook 1\n", + "mistress 11\n", + "mitigating 1\n", + "mitton 6\n", + "mixed 1\n", + "mixture 2\n", + "mme 4\n", + "moat 1\n", + "mobile 1\n", + "mock 1\n", + "mocking 1\n", + "model 1\n", + "moderate 1\n", + "modern 5\n", + "modest 3\n", + "modesty 1\n", + "modifies 2\n", + "moisten 1\n", + "moistening 1\n", + "moisture 1\n", + "molehills 1\n", + "molesey 1\n", + "molest 1\n", + "molested 2\n", + "molests 1\n", + "moment 73\n", + "momentous 1\n", + "moments 6\n", + "monasteries 1\n", + "monday 11\n", + "money 35\n", + "monogram 1\n", + "monograph 1\n", + "monographs 1\n", + "monomania 1\n", + "monomaniac 1\n", + "monsieur 1\n", + "monster 2\n", + "monstrosities 1\n", + "monstrous 3\n", + "montgomery 1\n", + "month 18\n", + "months 29\n", + "montpellier 1\n", + "monumental 1\n", + "mood 2\n", "moods 2\n", - "moon 4\n", - "moral 1\n", - "morose 31\n", - "morrow 4\n", - "mother 6\n", - "motive 7\n", - "motives 3\n", + "moon 2\n", + "moonlight 3\n", + "moor 19\n", + "moorhouse 1\n", + "moors 1\n", + "moped 1\n", + "moral 3\n", + "morally 5\n", + "moran 16\n", + "morass 6\n", + "morbid 1\n", + "morcar 4\n", + "more 274\n", + "morgan 1\n", + "moriarty 17\n", + "morning 142\n", + "mornings 2\n", + "morocco 1\n", + "morose 4\n", + "morrow 25\n", + "morse 9\n", + "mortgages 1\n", + "mortification 1\n", + "mortifying 1\n", + "mortimer 4\n", + "morton 4\n", + "mortuary 1\n", + "moss 1\n", + "mossy 1\n", + "most 146\n", + "mother 23\n", + "motherly 1\n", + "motioned 1\n", + "motioning 1\n", + "motionless 4\n", + "motive 16\n", + "motives 5\n", "mottled 3\n", - "mouse 1\n", - "moustache 1\n", - "mouth 1\n", - "moved 1\n", - "moving 2\n", - "mrs 1\n", - "mud 4\n", - "murder 2\n", - "murdered 3\n", - "murderer 1\n", - "murders 4\n", - "murmured 1\n", - "museum 1\n", - "muzzle 5\n", - "mysterious 1\n", - "mystery 14\n", - "named 9\n", - "names 2\n", - "narrative 3\n", - "narratives 3\n", - "narrow 3\n", - "narrowed 1\n", - "natural 2\n", - "naturally 3\n", - "nature 1\n", - "nay 3\n", - "nearer 1\n", - "nearing 9\n", - "nearly 2\n", - "neat 3\n", - "necessary 1\n", - "neck 2\n", - "needed 3\n", - "needs 16\n", - "neglect 6\n", - "neighbourhood 3\n", - "neighbours 1\n", - "neligan 1\n", - "nerve 1\n", - "nerves 1\n", - "nervous 3\n", - "new 5\n", - "newly 2\n", - "news 1\n", - "newspapers 1\n", - "nightfall 12\n", + "mould 1\n", + "mouldering 1\n", + "moulding 3\n", + "moulds 1\n", + "mount 12\n", + "mountains 1\n", + "mounted 5\n", + "mournfully 1\n", + "mouse 3\n", + "moustache 9\n", + "moustached 4\n", + "mouth 25\n", + "mouthed 2\n", + "mouthful 1\n", + "move 5\n", + "moved 23\n", + "movement 5\n", + "movements 6\n", + "moving 8\n", + "mr 481\n", + "mrs 49\n", + "much 119\n", + "mud 3\n", + "muddy 3\n", + "muffled 1\n", + "multiplex 1\n", + "murder 42\n", + "murdered 14\n", + "murderer 21\n", + "murderers 3\n", + "murdering 2\n", + "murderous 2\n", + "murders 3\n", + "murillo 1\n", + "murky 1\n", + "murmur 1\n", + "murmured 4\n", + "murmuring 1\n", + "murray 1\n", + "muscle 1\n", + "muscles 1\n", + "museum 5\n", + "mushroomed 1\n", + "music 5\n", + "musical 1\n", + "musician 1\n", + "must 230\n", + "mustn 1\n", + "mute 1\n", + "mutilated 2\n", + "muttered 1\n", + "muttering 1\n", + "mutual 2\n", + "muzzle 4\n", + "my 1190\n", + "mycroft 4\n", + 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"neither 17\n", + "neligan 18\n", + "nephew 2\n", + "nerve 4\n", + "nerves 8\n", + "nervous 10\n", + "nervously 2\n", + "nervousness 1\n", + "nestled 1\n", + "nests 1\n", + "net 1\n", + "nettled 1\n", + "network 1\n", + "neutralized 1\n", + "never 155\n", + "new 28\n", + "newcomer 2\n", + "newly 5\n", + "news 26\n", + "newspapers 2\n", + "next 51\n", + "nez 3\n", + "niagara 1\n", + "nice 1\n", + "nickel 1\n", + "nicotine 1\n", + "niece 1\n", + "niggard 1\n", + "niggardly 1\n", + "night 191\n", + "nightfall 2\n", + "nightmare 1\n", "nights 5\n", - "nocturnal 1\n", - "nodded 2\n", - "noiseless 8\n", - "norfolk 22\n", - "north 4\n", - "norway 2\n", - "norwegian 8\n", - "nose 1\n", - "note 3\n", - "notebook 24\n", - "noted 1\n", - "notes 1\n", - "notice 1\n", - "noticed 3\n", - "notorious 1\n", - "novel 1\n", - "number 1\n", - "numbers 1\n", - "numerous 4\n", - "nurse 1\n", - "nursed 3\n", - "oak 4\n", - "object 3\n", - "objects 1\n", - "obliged 7\n", - "obscure 1\n", - "observation 1\n", - "observations 6\n", - "observe 1\n", - "observed 1\n", + "nightshirt 3\n", + "nihilist 1\n", + "nihilists 1\n", + "nine 10\n", + "ninety 1\n", + "nipped 1\n", + "nipper 1\n", + "nn 2\n", + "no 671\n", + "nobility 1\n", + "noble 9\n", + "nobleman 7\n", + "noblest 1\n", + "nobody 6\n", + "nocturnal 6\n", + "nodded 6\n", + "noise 4\n", + "noiseless 2\n", + "noiselessly 1\n", + "noisy 1\n", + "nonchalant 1\n", + "none 40\n", + "noninfective 1\n", + "noose 1\n", + "nor 30\n", + "norfolk 17\n", + "normal 1\n", + "north 17\n", + "northern 1\n", + "norway 6\n", + "norwegian 3\n", + "norwich 3\n", + "norwood 18\n", + "nos 1\n", + "nose 21\n", + "nosed 3\n", + "noses 1\n", + "nostrils 1\n", + "not 879\n", + "notable 1\n", + "notably 1\n", + "notches 1\n", + "note 39\n", + "notebook 29\n", + "notebooks 1\n", + "noted 2\n", + "notes 10\n", + "noteworthy 1\n", + "nothing 202\n", + "notice 17\n", + "noticeable 1\n", + "noticed 8\n", + "notified 1\n", + "noting 1\n", + "notion 1\n", + "notoriety 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1\n", + "rules 2\n", + "rum 10\n", + "rumble 1\n", "rummaged 3\n", - "rumours 10\n", - "running 1\n", - "runs 1\n", - "rush 3\n", - "rushed 2\n", - "rushing 1\n", - "rustle 1\n", - "rusty 1\n", + "rummaging 1\n", + "rumor 2\n", + "rumour 1\n", + "rumoured 1\n", + "rumours 2\n", + "rumpled 3\n", + "run 25\n", + "rung 2\n", + "running 6\n", + "runs 3\n", + "rush 2\n", + "rushed 26\n", + "rushing 3\n", + "russell 1\n", + "russet 1\n", + "russia 1\n", + "russian 4\n", + "russo 1\n", + "rustic 2\n", + "rustle 5\n", + "ruston 2\n", + "rusty 2\n", + "ryder 12\n", + "sacked 1\n", + "sacrifice 1\n", + "sacrilege 1\n", + "sad 3\n", + "sadder 1\n", "saddle 2\n", - "safe 2\n", - "safely 2\n", - "safety 1\n", - "sailed 1\n", - "sailor 7\n", - "sailors 3\n", - "sallow 2\n", - "salt 3\n", + "sadness 1\n", + "safe 21\n", + "safely 3\n", + "safer 1\n", + "safes 1\n", + "safety 8\n", + "saffron 1\n", + "sagacity 1\n", + "said 636\n", + "sailed 3\n", + "sailing 1\n", + "sailmakers 1\n", + "sailor 11\n", + "sailors 5\n", + "sake 25\n", + "sale 2\n", + "sales 2\n", + "salesman 9\n", + "sallow 5\n", + "salt 5\n", + "saltire 10\n", "saluted 2\n", - "san 1\n", - "sanity 1\n", - "sank 1\n", - "satisfaction 1\n", - "satisfy 2\n", - "saunders 6\n", - "savage 1\n", - "saved 1\n", - "saving 1\n", - "saxon 1\n", - "says 4\n", - "scale 9\n", - "scandal 1\n", - "scared 1\n", - "scars 3\n", - "scattered 3\n", - "scene 1\n", - "scent 1\n", - "scheme 1\n", - "scheming 1\n", - "school 1\n", - "science 4\n", - "scientific 1\n", + "salver 1\n", + "same 79\n", + "sample 2\n", + "san 2\n", + "sandeford 5\n", + "sandwiches 1\n", + "sandy 1\n", + "sang 2\n", + "sanguine 1\n", + "sanity 2\n", + "sank 17\n", + "sarah 27\n", + "sardonic 2\n", + "sash 2\n", + "sat 55\n", + "satisfaction 9\n", + "satisfactory 2\n", + "satisfied 13\n", + "satisfy 4\n", + "saturated 1\n", + "saturday 7\n", + "saunders 3\n", + "savage 15\n", + "savagely 1\n", + "save 55\n", + "saved 6\n", + "saving 2\n", + "savoury 1\n", + "saw 130\n", + "sawdust 3\n", + "saxon 2\n", + "say 152\n", + "saying 6\n", + "says 23\n", + "scale 2\n", + "scales 1\n", + "scandal 17\n", + "scandals 1\n", + "scantily 1\n", + "scare 2\n", + "scared 3\n", + "scarlet 1\n", + "scars 2\n", + "scattered 6\n", + "scene 21\n", + "scenery 1\n", + "scent 4\n", + "scheme 4\n", + "schemes 1\n", + "scheming 2\n", + "scholar 2\n", + "scholarship 3\n", + "school 22\n", + "schoolmaster 2\n", + "science 2\n", + "scientific 8\n", + "scientist 1\n", "scintillating 2\n", - "scissors 3\n", - "score 1\n", - "scotland 1\n", - "scrambled 1\n", - "scrap 1\n", + "scissors 2\n", + "score 3\n", + "scored 2\n", + "scotch 2\n", + "scotland 17\n", + "scott 1\n", + "scouting 1\n", + "scrambled 6\n", + "scrap 2\n", + "scrapbooks 1\n", "scraping 2\n", - "scratches 1\n", + "scratch 8\n", + "scratched 2\n", + "scratches 3\n", + "scrawl 1\n", "scrawled 4\n", - "screamed 3\n", - "screams 1\n", - "scribbled 3\n", - "sea 6\n", - "seal 2\n", - "sealer 6\n", - "sealskin 1\n", - "seaman 2\n", - "search 2\n", - "searched 2\n", + "scream 8\n", + "screamed 6\n", + "screaming 2\n", + "screams 3\n", + "screen 3\n", + "screw 5\n", + "scribbled 5\n", + "scrip 2\n", + "scrum 1\n", + "scruple 1\n", + "scrupulous 1\n", + "scrupulously 1\n", + "scrutinized 1\n", + "scrutiny 1\n", + "scuffle 3\n", + "scullery 1\n", + "sculptor 2\n", + "sculpture 1\n", + "sea 30\n", + "seafaring 2\n", + "seal 5\n", + "sealed 4\n", + "sealer 4\n", + "sealing 1\n", + "seals 2\n", + "sealskin 6\n", + "seaman 14\n", + "seamed 1\n", + "seaport 1\n", + "search 7\n", + "searched 3\n", "searcher 2\n", - "searching 1\n", - "seas 3\n", - "season 1\n", - "seat 3\n", - "seated 1\n", - "secrecy 1\n", - "secret 2\n", - "sections 1\n", - "secured 1\n", - "securities 4\n", + "searching 4\n", + "seas 2\n", + "season 3\n", + "seasonable 1\n", + "seat 11\n", + "seated 21\n", + "seating 1\n", + "sebastian 3\n", + "secluded 2\n", + "seclusion 1\n", + "second 62\n", + "seconds 3\n", + "secrecy 7\n", + "secret 27\n", + "secretary 27\n", + "secretive 2\n", + "secrets 3\n", + "sections 3\n", + "secure 5\n", + "secured 9\n", + "securely 1\n", + "securer 2\n", + "securing 1\n", + "securities 23\n", + "sedative 1\n", "sedentary 2\n", - "seedy 1\n", - "seeing 5\n", - "seek 1\n", - "seized 1\n", - "select 1\n", - "self 1\n", - "selfish 2\n", - "sell 5\n", + "see 319\n", + "seedy 3\n", + "seeing 8\n", + "seek 4\n", + "seeking 1\n", + "seem 24\n", + "seemed 90\n", + "seems 33\n", + "seen 100\n", + "sees 3\n", + "segregate 1\n", + "segregation 3\n", + "seized 15\n", + "seizes 2\n", + "seizing 1\n", + "seldom 16\n", + "select 5\n", + "selection 1\n", + "self 14\n", + "selfish 3\n", + "selfishness 1\n", + "sell 4\n", "seller 2\n", - "semi 4\n", - "sender 8\n", - "sensational 12\n", - "sense 8\n", - "senses 2\n", - "sentiment 1\n", - "separate 1\n", - "separated 1\n", - "sequence 1\n", - "serenely 23\n", - "seriously 6\n", - "servant 1\n", - "servants 1\n", - "serve 1\n", - "served 1\n", - "service 12\n", - "services 1\n", - "servitude 11\n", - "settle 1\n", - "settled 11\n", - "settling 1\n", - "seven 1\n", - "severe 8\n", - "severity 3\n", - "shade 1\n", - "shadow 1\n", - "shadows 1\n", - "shake 2\n", - "shaking 1\n", + "semi 2\n", + "semicircle 1\n", + "send 23\n", + "sender 5\n", + "sending 2\n", + "sends 1\n", + "senior 1\n", + "sensation 3\n", + "sensational 8\n", + "sensationalism 1\n", + "sense 11\n", + "senseless 4\n", + "senses 4\n", + "sensible 1\n", + "sensitive 4\n", + "sensualist 1\n", + "sent 44\n", + "sentence 4\n", + "sentences 3\n", + "sentiment 2\n", + "sentimental 1\n", + "sentinel 2\n", + "separate 6\n", + "separated 5\n", + "separation 1\n", + "sequel 3\n", + "sequence 4\n", + "sequin 1\n", + "serenely 2\n", + "sergius 2\n", + "series 4\n", + "serious 19\n", + "seriously 7\n", + "serpents 1\n", + "servant 14\n", + "servants 23\n", + "serve 8\n", + "served 7\n", + "serves 1\n", + "service 10\n", + "services 5\n", + "serving 1\n", + "servitude 2\n", + "set 40\n", + "setback 3\n", + "sets 1\n", + "settee 3\n", + "setting 1\n", + "settle 5\n", + "settled 9\n", + "settles 2\n", + "settling 3\n", + "seven 19\n", + "seventeen 2\n", + "sever 1\n", + "several 60\n", + "severe 3\n", + "severed 1\n", + "severely 2\n", + "severity 2\n", + "sex 1\n", + "shabby 1\n", + "shade 3\n", + "shading 1\n", + "shadow 17\n", + "shadowed 2\n", + "shadows 2\n", + "shadwell 1\n", + "shaggy 2\n", + "shake 5\n", + "shaken 7\n", + "shaking 6\n", + "shall 117\n", + "shallow 2\n", "shame 3\n", - "shape 3\n", - "shares 2\n", - "sharply 1\n", - "shaven 1\n", - "sheaf 2\n", - "sheath 8\n", - "shed 1\n", - "sheet 22\n", - "sheets 1\n", - "shelf 1\n", + "shamefaced 1\n", + "shamefully 1\n", + "shan 1\n", + "shape 10\n", + "shaped 2\n", + "shapes 1\n", + "shard 1\n", + "shards 1\n", + "share 10\n", + "shared 4\n", + "shares 4\n", + "sharing 2\n", + "sharp 22\n", + "sharpen 2\n", + "sharpened 1\n", + "sharpest 1\n", + "sharply 2\n", + "sharpness 1\n", + "shattered 3\n", + "shaven 6\n", + "shaw 4\n", + "she 494\n", + "sheaf 4\n", + "sheath 7\n", + "shed 6\n", + "sheep 3\n", + "sheer 1\n", + "sheet 12\n", + "sheets 3\n", + "shelf 11\n", + "shelter 2\n", + "sheltering 1\n", "shelves 3\n", + "sherlock 82\n", + "sherpur 1\n", "shetland 2\n", - "shield 29\n", + "shield 5\n", + "shielded 1\n", "shifted 3\n", - "shilling 1\n", - "shillings 2\n", - "shingle 10\n", - "shining 1\n", - "ship 1\n", - "shipping 1\n", - "shirt 2\n", - "shivering 11\n", - "shock 10\n", - "shocking 2\n", - "shone 2\n", - "shook 3\n", - "shoot 8\n", - "shop 2\n", - "shortly 3\n", - "shot 2\n", - "shots 3\n", - "shoulders 5\n", - "shout 4\n", - "shouted 1\n", - "showing 1\n", - "shown 1\n", - "shows 1\n", - "shrank 1\n", - "shrug 1\n", - "shuffled 4\n", - "shut 2\n", - "shutters 5\n", - "sideboard 1\n", - "sidelong 216\n", - "sides 9\n", - "sideways 3\n", - "sigh 16\n", - "sight 2\n", - "sighted 1\n", - "sign 4\n", - "significance 21\n", - "signifies 1\n", - "silent 18\n", + "shifty 1\n", + "shikari 2\n", + "shilling 4\n", + "shillings 6\n", + "shines 1\n", + "shingle 3\n", + "shining 11\n", + "shiny 1\n", + "ship 20\n", + "shipping 6\n", + "shirt 8\n", + "shivered 1\n", + "shivering 4\n", + "shock 7\n", + "shocked 1\n", + "shocking 4\n", + "shod 2\n", + "shoe 3\n", + "shoes 10\n", + "shone 8\n", + "shook 19\n", + "shoot 3\n", + "shooting 1\n", + "shop 15\n", + "shore 1\n", + "short 44\n", + "shortening 1\n", + "shorter 1\n", + "shorthand 1\n", + "shortly 8\n", + "shot 21\n", + "shots 5\n", + "should 276\n", + "shoulder 28\n", + "shouldered 1\n", + "shoulders 22\n", + "shouldn 1\n", + "shout 5\n", + "shouted 3\n", + "shoved 1\n", + "show 29\n", + "showed 43\n", + "shower 1\n", + "showing 5\n", + "shown 24\n", + "shows 6\n", + "shrank 4\n", + "shreds 2\n", + "shrieked 1\n", + "shrill 4\n", + "shrilly 2\n", + "shrimp 1\n", + "shrinking 3\n", + "shrouded 1\n", + "shrubbery 5\n", + "shrubs 1\n", + "shrug 2\n", + "shrugged 10\n", + "shuddered 1\n", + "shuffled 2\n", + "shut 13\n", + "shutter 1\n", + "shuttered 1\n", + "shutters 2\n", + "shutting 1\n", + "shy 1\n", + "siberia 3\n", + "sibilant 1\n", + "sic 2\n", + "sickening 1\n", + "side 99\n", + "sideboard 6\n", + "sidelights 1\n", + "sidelong 2\n", + "sides 5\n", + "sidetable 1\n", + "sideways 4\n", + "sidled 1\n", + "sift 1\n", + "sifted 1\n", + "sigerson 1\n", + "sigh 2\n", + "sighed 1\n", + "sight 20\n", + "sighted 3\n", + "sights 2\n", + "sightseers 1\n", + "sign 26\n", + "signals 3\n", + "signed 1\n", + "significance 3\n", + "signifies 2\n", + "signs 15\n", + "silence 27\n", + "silent 26\n", + "silently 1\n", + "silhouette 1\n", + "silhouettes 1\n", "silk 5\n", - "simplest 20\n", - "simply 1\n", - "single 1\n", - "singular 1\n", - "sinister 3\n", - "sister 3\n", - "sit 5\n", - "sitting 2\n", - "situation 1\n", + "silks 1\n", + "sill 1\n", + "sills 1\n", + "silly 1\n", + "silver 12\n", + "silvery 1\n", + "simian 1\n", + "similar 3\n", + "similarity 1\n", + "simple 31\n", + "simpler 2\n", + "simplest 5\n", + "simplicity 1\n", + "simplify 1\n", + "simply 16\n", + "simpson 2\n", + "simulates 1\n", + "sin 1\n", + "since 100\n", + "sinewy 1\n", + "single 17\n", + "singleton 1\n", + "singular 34\n", + "singularly 4\n", + "sinister 7\n", + "sinking 2\n", + "sir 254\n", + "sister 17\n", + "sisters 5\n", + "sit 19\n", + "sitting 21\n", + "situated 3\n", + "situation 17\n", + "six 41\n", "sixteen 3\n", - "size 1\n", - "sketches 2\n", - "skill 1\n", - "skin 11\n", - "skipper 13\n", - "skulking 1\n", - "sky 1\n", - "slater 1\n", - "slaughter 4\n", - "sleep 8\n", - "sleeping 1\n", - "sleeve 38\n", - "sleeves 2\n", - "slept 2\n", - "slight 2\n", - "slightest 1\n", - "slinging 1\n", - "slinking 1\n", - "slip 3\n", - "slipped 17\n", - "slope 19\n", + "sixty 3\n", + "size 5\n", + "sized 1\n", + "skeleton 1\n", + "sketches 4\n", + "skilful 2\n", + "skill 4\n", + "skin 10\n", + "skinny 1\n", + "skipper 6\n", + "skippered 1\n", + "skirts 1\n", + "skulking 3\n", + "skull 2\n", + "skunk 1\n", + "sky 2\n", + "sl 1\n", + "slab 1\n", + "slabs 1\n", + "slam 2\n", + "slammed 1\n", + "slane 1\n", + "slaney 10\n", + "slanting 1\n", + "slapped 1\n", + "slapping 1\n", + "slate 1\n", + "slater 2\n", + "slatternly 1\n", + "slaughter 2\n", + "slave 1\n", + "sleep 14\n", + "sleeper 4\n", + "sleeping 3\n", + "sleepless 1\n", + "sleeps 2\n", + "sleepy 2\n", + "sleeve 3\n", + "sleeves 3\n", + "slept 11\n", + "slight 12\n", + "slightest 2\n", + "slim 2\n", + "slinging 2\n", + "slinking 4\n", + "slip 10\n", + "slipped 10\n", + "slipper 1\n", + "slippered 1\n", + "slippers 1\n", + "slipping 1\n", + "slips 4\n", + "slit 1\n", + "slithery 1\n", + "slits 1\n", + "slobbered 1\n", + "slogging 1\n", + "slope 3\n", "sloping 3\n", "slow 4\n", - "slowly 2\n", - "smaller 6\n", - "smallest 1\n", + "slowed 5\n", + "slowly 7\n", + "slums 1\n", + "slung 1\n", + "slunk 1\n", + "slur 1\n", + "sly 2\n", + "smack 1\n", + "small 88\n", + "smaller 3\n", + "smallest 2\n", "smart 2\n", - "smashed 1\n", - "smell 1\n", - "smelt 1\n", - "smile 1\n", - "smiled 3\n", - "smiling 3\n", - "smoke 1\n", - "smoked 1\n", - "smoking 1\n", + "smartest 1\n", + "smashed 6\n", + "smeared 1\n", + "smearing 1\n", + "smears 1\n", + "smell 4\n", + "smelled 1\n", + "smelt 2\n", + "smile 26\n", + "smiled 12\n", + "smiling 5\n", + "smith 28\n", + "smithy 5\n", + "smoke 10\n", + "smoked 12\n", + "smoker 3\n", + "smoking 8\n", + "smoky 1\n", "smooth 3\n", - "smoothed 1\n", - "snap 8\n", - "snapped 1\n", - "snatched 1\n", - "sobbing 2\n", - "society 18\n", - "sofa 2\n", - "soft 9\n", - "sold 4\n", - "soldier 2\n", - "solemnly 10\n", - "solid 1\n", - "solve 9\n", - "solved 1\n", - "somewhat 2\n", + "smoothed 2\n", + "smoothing 1\n", + "smouldered 1\n", + "smouldering 1\n", + "smudge 1\n", + "snap 2\n", + "snapped 5\n", + "snapshot 1\n", + "snarl 3\n", + "snatch 1\n", + "snatched 10\n", + "snatches 1\n", + "snatching 1\n", + "sneer 1\n", + "snick 1\n", + "sniff 1\n", + "sniffed 1\n", + "sniffing 1\n", + "so 555\n", + "soaked 1\n", + "soames 30\n", + "sobbing 4\n", + "sober 1\n", + "sobs 1\n", + "social 2\n", + "society 6\n", + "socks 3\n", + "sodden 2\n", + "sofa 5\n", + "soft 10\n", + "soften 1\n", + "softened 1\n", + "softer 1\n", + "softly 1\n", + "soil 4\n", + "sojourn 1\n", + "sold 15\n", + "solder 1\n", + "soldier 3\n", + "soldiering 1\n", + "sole 3\n", + "soled 1\n", + "solemn 3\n", + "solemnize 1\n", + "solemnly 2\n", + "solicitor 3\n", + "solicitude 1\n", + "solid 8\n", + "solidity 1\n", + "solitary 4\n", + "solitude 1\n", + "solution 22\n", + "solutions 2\n", + "solve 7\n", + "solved 7\n", + "some 385\n", + "somebody 1\n", + "somehow 1\n", + "someone 29\n", + "something 79\n", + "sometimes 16\n", + "somewhat 12\n", + "somewhere 9\n", "somone 2\n", - "son 4\n", + "son 30\n", + "sonorous 1\n", + "sons 3\n", + "soon 32\n", + "sooner 10\n", + "soothe 1\n", "soothing 2\n", - "sorrow 1\n", - "sorry 2\n", - "sort 1\n", - "sorts 1\n", - "sought 2\n", - "soul 3\n", - "sound 1\n", - "southerly 2\n", - "sovereign 1\n", - "space 1\n", - "spare 1\n", - "speaking 1\n", - "spear 1\n", + "sorcerer 1\n", + "sorely 1\n", + "sorrow 4\n", + "sorrows 1\n", + "sorry 12\n", + "sort 22\n", + "sorts 2\n", + "sought 5\n", + "soul 13\n", + "souls 1\n", + "sound 29\n", + "sounded 1\n", + "soundest 1\n", + "sounds 3\n", + "source 4\n", + "south 29\n", + "southampton 3\n", + "southerly 4\n", + "southern 1\n", + "southsea 1\n", + "sovereign 9\n", + "space 4\n", + "spanned 1\n", + "spare 17\n", + "spared 1\n", + "spark 1\n", + "sparkled 1\n", + "sparkles 1\n", + "spasm 3\n", + "spat 1\n", + "spatulate 1\n", + "speak 33\n", + "speaker 1\n", + "speaking 5\n", + "speaks 2\n", + "spear 2\n", "special 6\n", - "specialist 1\n", + "specialist 4\n", + "specially 2\n", + "specialty 1\n", + "specimen 4\n", + "specimens 2\n", + "specks 1\n", + "spectacles 2\n", + "spectator 1\n", + "speculation 2\n", "speech 3\n", "speechless 2\n", + "speed 1\n", "speedily 2\n", - "spend 1\n", - "spent 1\n", - "spirit 1\n", - "spirits 1\n", + "speeding 1\n", + "speedy 1\n", + "spelled 1\n", + "spells 1\n", + "spend 5\n", + "spending 2\n", + "spent 20\n", + "sphinx 1\n", + "spider 1\n", + "spies 2\n", + "spike 1\n", + "spikes 1\n", + "spill 1\n", + "spirit 6\n", + "spirited 4\n", + "spirits 7\n", + "spirituality 1\n", "spite 6\n", - "spitting 1\n", - "splashing 1\n", - "spoke 2\n", - "spot 1\n", - "spotted 1\n", - "sprang 3\n", - "spy 1\n", - "square 1\n", - "squeeze 2\n", - "ss 1\n", - "st 1\n", - "stabbing 1\n", - "stage 1\n", + "spitting 2\n", + "splashed 1\n", + "splashing 3\n", + "splendid 5\n", + "splendidly 1\n", + "splinter 1\n", + "splintered 2\n", + "splintering 1\n", + "spoil 1\n", + "spoils 1\n", + "spoilt 1\n", + "spoke 22\n", + "spoken 8\n", + "sponges 1\n", + "spontaneous 2\n", + "sport 3\n", + "sporting 2\n", + "sportsman 1\n", + "spot 16\n", + "spots 1\n", + "spotted 5\n", + "sprained 1\n", + "sprang 31\n", + "spread 1\n", + "spreading 1\n", + "sprightly 2\n", + "spring 10\n", + "springing 3\n", + "springy 3\n", + "sprint 1\n", + "sprinting 1\n", + "sprints 1\n", + "sprung 4\n", + "spun 1\n", + "spurt 2\n", + "spy 2\n", + "spying 1\n", + "squadron 2\n", + "squalid 2\n", + "square 16\n", + "squareness 1\n", + "squares 2\n", + "squat 2\n", + "squatted 2\n", + "squeal 1\n", + "squeeze 4\n", + "squire 5\n", + "squirrel 1\n", + "ss 2\n", + "st 4\n", + "stab 2\n", + "stabbed 4\n", + "stabbing 3\n", + "stable 6\n", + "stables 3\n", + "staccato 1\n", + "stack 2\n", + "stacked 1\n", + "stacks 1\n", + "staff 3\n", + "stage 7\n", "stagger 2\n", - "staggered 3\n", - "stain 1\n", - "stains 1\n", - "stair 1\n", - "stairs 1\n", - "stammer 14\n", - "stamped 5\n", - "stand 5\n", - "standing 1\n", - "stands 2\n", - "stanley 2\n", - "stare 1\n", - "stared 4\n", - "staring 1\n", - "stars 1\n", - "start 1\n", - "started 1\n", - "starting 1\n", - "startled 1\n", - "state 1\n", - "stated 2\n", - "statement 1\n", - "station 3\n", - "stay 2\n", - "steady 1\n", - "steal 4\n", - "stealthy 2\n", - "steam 1\n", - "steamer 1\n", - "steel 2\n", - "stepped 1\n", - "steps 3\n", - "stern 315\n", - "sternly 3\n", - "stick 1\n", - "stillness 1\n", - "stock 37\n", - "stockholders 3\n", - "stole 23\n", - "stone 10\n", - "stonemason 11\n", - "stones 1\n", - "stool 1\n", - "stooped 49\n", - "stooping 22\n", - "stop 2\n", - "stopped 1\n", - "stormy 1\n", - "straggling 2\n", - "straight 30\n", + "staggered 6\n", + "stagnant 1\n", + "stain 20\n", + "stained 7\n", + "stains 10\n", + "stair 11\n", + "staircase 1\n", + "stairs 8\n", + "stake 7\n", + "stakes 1\n", + "stale 2\n", + "stall 3\n", + "stalls 2\n", + "stalwart 1\n", + "stamford 1\n", + "stammer 2\n", + "stamp 1\n", + "stamped 3\n", + "stamping 1\n", + "stand 22\n", + "standard 1\n", + "standing 21\n", + "stands 11\n", + "standstill 1\n", + "stanley 41\n", + "star 2\n", + "stare 2\n", + "stared 21\n", + "staring 16\n", + "stark 1\n", + "stars 5\n", + "start 24\n", + "started 23\n", + "starter 1\n", + "starting 12\n", + "startled 2\n", + "startling 4\n", + "starts 1\n", + "state 18\n", + "stated 5\n", + "stately 6\n", + "statement 11\n", + "statesman 5\n", + "statesmen 2\n", + "station 44\n", + "stationer 1\n", + "stationers 1\n", + "stationmaster 1\n", + "stations 1\n", + "statues 7\n", + "stature 1\n", + "status 1\n", + "staunch 2\n", + "staunton 31\n", + "stay 8\n", + "stayed 5\n", + "staying 3\n", + "steadiness 1\n", + "steady 8\n", + "steal 6\n", + "stealthily 1\n", + "stealthy 5\n", + "steam 4\n", + "steamer 2\n", + "steamers 1\n", + "steaming 1\n", + "steamship 1\n", + "steel 5\n", + "step 36\n", + "stepney 4\n", + "stepped 10\n", + "stepping 3\n", + "steps 19\n", + "stern 8\n", + "sternly 4\n", + "stevens 1\n", + "stevenson 1\n", + "steward 6\n", + "stewart 1\n", + "stick 23\n", + "stiff 2\n", + "stiffness 1\n", + "still 85\n", + "stillness 2\n", + "stimulus 1\n", + "stirred 2\n", + "stirring 1\n", + "stock 8\n", + "stockbroker 1\n", + "stockholders 2\n", + "stole 9\n", + "stolen 3\n", + "stolid 1\n", + "stone 33\n", + "stonemason 2\n", + "stones 2\n", + "stonily 2\n", + "stood 64\n", + "stool 2\n", + "stoop 1\n", + "stooped 5\n", + "stooping 4\n", + "stop 11\n", + "stopped 19\n", + "stopping 1\n", + "store 2\n", + "stored 1\n", + "stores 1\n", + "stories 1\n", + "storm 2\n", + "storms 1\n", + "stormy 2\n", + "story 50\n", + "stout 4\n", + "stove 1\n", + "stradivarius 1\n", + "straggling 4\n", + "straight 27\n", + "straighten 1\n", + "straightened 2\n", "straightening 2\n", - "stranded 1\n", - "strange 1\n", - "stranger 2\n", - "strangers 1\n", - "streets 1\n", - "strength 111\n", - "stretched 1\n", - "strict 108\n", - "striding 1\n", - "strike 2\n", - "striking 1\n", - "string 202\n", - "strolled 7\n", - "strongest 4\n", - "strongly 8\n", - "struck 1\n", - "struggle 1\n", - "struggled 2\n", - "stuck 1\n", - "student 1\n", - "students 1\n", - "studied 9\n", - "study 1\n", - "stupid 85\n", - "subject 3\n", - "subsequent 1\n", - "subtle 2\n", - "succeeded 1\n", + "strained 4\n", + "strains 1\n", + "strand 2\n", + "stranded 3\n", + "strange 36\n", + "stranger 15\n", + "strangers 5\n", + "strangest 1\n", + "stratagem 1\n", + "straw 5\n", + "stray 1\n", + "streaked 1\n", + "streaks 1\n", + "stream 2\n", + "streaming 1\n", + "street 108\n", + "streets 4\n", + "strength 15\n", + "strengthen 2\n", + "strengthened 1\n", + "strengthening 1\n", + "strenuous 1\n", + "stress 1\n", + "stretch 5\n", + "stretched 11\n", + "stretches 1\n", + "stretching 1\n", + "strewn 3\n", + "stricken 1\n", + "strict 4\n", + "strictly 2\n", + "stride 1\n", + "striding 2\n", + "strike 6\n", + "strikes 3\n", + "striking 3\n", + "string 9\n", + "stringent 1\n", + "strip 4\n", + "stripes 1\n", + "strips 1\n", + "striving 1\n", + "strode 6\n", + "stroke 2\n", + "stroll 2\n", + "strolled 2\n", + "strolling 1\n", + "strong 36\n", + "stronger 1\n", + "strongest 2\n", + "strongly 7\n", + "struck 38\n", + "struggle 10\n", + "struggled 3\n", + "stub 1\n", + "stuck 5\n", + "studded 2\n", + "student 10\n", + "students 9\n", + "studied 2\n", + "studies 1\n", + "study 41\n", + "studying 1\n", + "stuff 1\n", + "stuffed 2\n", + "stumbled 1\n", + "stupid 2\n", + "stupidity 1\n", + "styles 1\n", + "suave 1\n", + "suavely 1\n", + "subaltern 1\n", + "subdued 1\n", + "subject 10\n", + "subjected 2\n", + "subjects 1\n", + "submerged 1\n", + "submit 1\n", + "submitted 1\n", + "subscribers 1\n", + "subsequent 4\n", + "substantial 2\n", + "subtle 3\n", + "suburb 1\n", + "suburban 3\n", + "succeed 4\n", + "succeeded 10\n", "success 4\n", - "successful 1\n", - "succession 2\n", - "sudden 1\n", - "suddenly 2\n", - "suffer 258\n", - "suffered 1\n", - "suffering 1\n", - "sufficiently 10\n", - "suggest 5\n", - "suggested 8\n", - "suggestive 55\n", + "successes 5\n", + "successful 12\n", + "succession 9\n", + "such 147\n", + "sudden 24\n", + "suddenly 40\n", + "suddenness 1\n", + "suez 1\n", + "suffer 4\n", + "suffered 2\n", + "sufferer 1\n", + "suffering 4\n", + "sufferings 2\n", + "suffice 2\n", + "sufficient 6\n", + "sufficiently 5\n", + "suggest 13\n", + "suggested 18\n", + "suggestion 4\n", + "suggestions 2\n", + "suggestive 8\n", "suggests 2\n", - "suicide 1\n", - "suit 2\n", - "summer 10\n", + "suicide 5\n", + "suit 9\n", + "suitable 1\n", + "suitcase 1\n", + "suitor 1\n", + "suits 2\n", + "sulky 1\n", + "sullen 3\n", + "sultan 1\n", + "sum 8\n", + "summarily 1\n", + "summer 5\n", "summon 2\n", - "summoned 1\n", - "sumner 1\n", - "sun 1\n", - "sunburned 2\n", - "sunk 1\n", - "sunlight 3\n", - "superficial 7\n", - "superintendent 1\n", - "superior 6\n", - "supper 2\n", + "summoned 3\n", + "summons 1\n", + "sumner 2\n", + "sumptuous 1\n", + "sums 1\n", + "sun 9\n", + "sunburned 4\n", + "sunday 1\n", + "sundial 4\n", + "sunk 11\n", + "sunlight 5\n", + "suns 1\n", + "sunshine 3\n", + "superficial 3\n", + "superintendent 2\n", + "superior 4\n", + "superiors 1\n", + "supervision 1\n", + "supper 5\n", + "supple 1\n", + "supplement 1\n", + "supplemented 1\n", + "supplication 1\n", "supplied 3\n", - "supply 12\n", - "support 2\n", - "suppose 5\n", - "supposing 5\n", - "supposition 12\n", - "surely 35\n", - "surface 2\n", - "surgeon 3\n", - "surrounded 18\n", - "susan 4\n", - "suspect 2\n", - "suspected 1\n", - "suspicion 1\n", - "suspicions 2\n", - "suspicious 1\n", - "sussex 2\n", - "swarthy 1\n", - "swears 13\n", - "swept 21\n", - "swinging 15\n", - "swollen 31\n", - "swore 1\n", - "swung 3\n", - "sympathies 1\n", + "supplier 1\n", + "suppliers 1\n", + "supplies 1\n", + "supply 6\n", + "supplying 1\n", + "support 6\n", + "suppose 46\n", + "supposed 1\n", + "supposing 4\n", + "supposition 6\n", + "suppressed 4\n", + "suppression 2\n", + "supremacy 1\n", + "supreme 2\n", + "sure 72\n", + "surely 37\n", + "surface 6\n", + "surgeon 4\n", + "surgeons 1\n", + "surgery 5\n", + "surly 1\n", + "surmise 1\n", + "surmised 1\n", + "surmounted 1\n", + "surplice 3\n", + "surprise 32\n", + "surprised 25\n", + "surprises 1\n", + "surrey 3\n", + "surrounded 9\n", + "surrounding 1\n", + "surroundings 2\n", + "survey 2\n", + "surveying 1\n", + "susan 9\n", + "suspect 11\n", + "suspected 4\n", + "suspended 1\n", + "suspense 1\n", + "suspicion 14\n", + "suspicions 8\n", + "suspicious 6\n", + "sussex 5\n", + "sustained 2\n", + "sutherland 1\n", + "swagger 1\n", + "swaggered 1\n", + "swaggering 1\n", + "swan 1\n", + "swarm 1\n", + "swarmed 1\n", + "swarthy 6\n", + "swayed 1\n", + "swear 15\n", + "swearing 1\n", + "swears 2\n", + "sweat 1\n", + "sweep 2\n", + "sweeter 1\n", + "sweetheart 1\n", + "sweetly 1\n", + "swelled 1\n", + "swelling 1\n", + "swelter 1\n", + "swept 5\n", + "swift 5\n", + "swiftly 11\n", + "swilled 1\n", + "swimming 1\n", + "swims 1\n", + "swindle 1\n", + "swing 2\n", + "swinging 4\n", + "swirled 2\n", + "switch 2\n", + "switzerland 1\n", + "swollen 2\n", + "swore 9\n", + "sworn 1\n", + "swung 7\n", + "sydenham 7\n", + "symbol 2\n", + "symbols 4\n", + "sympathetic 1\n", + "sympathies 6\n", + "sympathy 6\n", "symptoms 2\n", - "table 1\n", - "taciturn 1\n", - "tail 13\n", - "talents 5\n", - "talk 32\n", - "talking 9\n", - "talks 3\n", - "tall 3\n", - "tampering 1\n", - "tan 1\n", - "tangle 4\n", - "tangled 1\n", - "tantalus 1\n", - "tap 2\n", - "tapestry 14\n", - "tapped 23\n", - "task 2\n", - "taste 1\n", - "tea 19\n", - "teach 2\n", - "teeth 1\n", - "telegram 6\n", - "telegraph 1\n", - "temper 4\n", - "temple 3\n", + "syndicate 2\n", + "syria 1\n", + "syringe 3\n", + "system 2\n", + "systematic 2\n", + "systematized 1\n", + "table 106\n", + "tables 1\n", + "taciturn 3\n", + "tackling 1\n", + "tact 1\n", + "tail 6\n", + "tailed 1\n", + "tailor 1\n", + "take 132\n", + "taken 80\n", + "takes 4\n", + "taking 20\n", + "tale 1\n", + "talents 3\n", + "tales 1\n", + "talk 10\n", + "talked 2\n", + "talking 13\n", + "talks 4\n", + "tall 23\n", + "taller 1\n", + "tallish 1\n", + "tallow 3\n", + "tampered 5\n", + "tampering 2\n", + "tan 4\n", + "tangle 5\n", + "tangled 2\n", + "tankerville 1\n", + "tantalus 2\n", + "tap 5\n", + "tape 1\n", + "tapestry 2\n", + "tapped 4\n", + "tapping 1\n", + "tar 1\n", + "target 1\n", + "tarlton 2\n", + "tarred 2\n", + "tarry 1\n", + "task 9\n", + "taste 5\n", + "tasted 1\n", + "tastes 1\n", + "tattered 1\n", + "taught 1\n", + "tax 2\n", + "taxed 1\n", + "taxes 2\n", + "tea 6\n", + "teach 4\n", + "teacher 1\n", + "team 6\n", + "tear 2\n", + "tearing 1\n", + "tears 1\n", + "technically 2\n", + "teeth 6\n", + "telegram 32\n", + "telegrams 2\n", + "telegraph 10\n", + "telegraphic 1\n", + "telegraphing 1\n", + "telephone 1\n", + "tell 163\n", + "teller 1\n", + "telling 10\n", + "tells 3\n", + "temper 8\n", + "temperament 1\n", + "tempestuous 3\n", + "temple 2\n", + "temples 1\n", + "tempt 1\n", "temptation 2\n", - "tempting 9\n", - "tenacious 1\n", + "tempting 3\n", + "ten 41\n", + "tenacious 2\n", "tenacity 2\n", - "term 2\n", - "terms 6\n", - "terribly 12\n", - "terror 1\n", - "test 3\n", - "thames 33\n", - "thank 1\n", - "thanks 3\n", - "theories 4\n", - "theory 1\n", - "thief 2\n", - "thieves 1\n", - "thigh 8\n", - "thinking 5\n", - "thinks 1\n", - "thirsty 5\n", - "thirty 1\n", - "thong 46\n", - "thoroughly 1\n", - "thoughtful 15\n", - "thoughtfully 1\n", - "thoughts 2\n", - "thousand 3\n", - "threshold 3\n", - "threw 15\n", - "thrill 1\n", - "throat 1\n", + "tenant 3\n", + "tenanted 1\n", + "tenants 1\n", + "tend 1\n", + "tenderness 1\n", + "tenement 1\n", + "tenner 1\n", + "tennis 2\n", + "tenors 1\n", + "tense 1\n", + "tension 1\n", + "term 5\n", + "termination 2\n", + "terms 16\n", + "terrace 5\n", + "terrible 33\n", + "terribly 4\n", + "terror 14\n", + "test 7\n", + "tested 1\n", + "testimonials 1\n", + "testing 1\n", + "tethered 1\n", + "teutonic 1\n", + "text 1\n", + "textbook 1\n", + "thames 3\n", + "than 147\n", + "thank 31\n", + "thankful 1\n", + "thanks 6\n", + "that 2754\n", + "thatched 1\n", + "thawed 2\n", + "the 7975\n", + "theatre 4\n", + "theatrical 1\n", + "theft 1\n", + "thefts 1\n", + "their 95\n", + "theirs 1\n", + "them 258\n", + "themselves 16\n", + "then 366\n", + "thence 1\n", + "theories 8\n", + "theorize 1\n", + "theory 27\n", + "there 715\n", + "therefore 43\n", + "theresa 12\n", + "thermometer 1\n", + "these 170\n", + "they 259\n", + "thick 11\n", + "thief 3\n", + "thieves 2\n", + "thigh 2\n", + "thin 26\n", + "thing 63\n", + "things 44\n", + "think 189\n", + "thinker 2\n", + "thinking 7\n", + "thinks 4\n", + "thinner 1\n", + "third 24\n", + "thirds 1\n", + "thirsty 2\n", + "thirteen 1\n", + "thirtieth 1\n", + "thirty 16\n", + "this 878\n", + "thither 1\n", + "thong 2\n", + "thorneycroft 2\n", + "thorough 1\n", + "thoroughfare 3\n", + "thoroughly 4\n", + "thorpe 5\n", + "those 86\n", + "though 39\n", + "thought 115\n", + "thoughtful 4\n", + "thoughtfully 3\n", + "thoughts 13\n", + "thousand 19\n", + "thousands 1\n", + "thread 1\n", + "threadbare 1\n", + "threaded 1\n", + "threads 2\n", + "thready 1\n", + "threaten 1\n", + "threatened 3\n", + "threatening 2\n", + "threats 1\n", + "three 132\n", + "threshold 5\n", + "threw 25\n", + "thrill 4\n", + "thrilled 1\n", + "thrilling 1\n", + "throat 5\n", "throats 2\n", - "throw 3\n", - "throwing 2\n", - "thrown 4\n", - "thrust 68\n", - "thumb 8\n", - "thursday 5\n", + "throbbing 1\n", + "throgmorton 1\n", + "throng 1\n", + "through 125\n", + "throw 23\n", + "throwing 6\n", + "thrown 16\n", + "throws 1\n", + "thrust 5\n", + "thucydides 1\n", + "thud 2\n", + "thumb 15\n", + "thursday 3\n", + "thurston 2\n", + "thus 3\n", + "thy 1\n", + "tiara 1\n", + "tibet 1\n", "ticked 2\n", - "ticks 1\n", - "tied 11\n", - "ties 1\n", + "ticket 1\n", + "tickets 1\n", + "tickled 1\n", + "ticks 2\n", + "tidiness 1\n", + "tidings 1\n", + "tidy 1\n", + "tidying 1\n", + "tied 10\n", + "ties 2\n", "tiger 8\n", - "till 5\n", - "times 1\n", - "tin 24\n", - "tinge 1\n", + "tigers 2\n", + "tigerskin 1\n", + "tight 2\n", + "tightened 2\n", + "tighter 1\n", + "tightly 2\n", + "tiled 2\n", + "till 2\n", + "tilted 1\n", + "timber 3\n", + "timbered 1\n", + "time 219\n", + "timed 1\n", + "times 23\n", + "timid 1\n", + "tin 9\n", + "tinder 1\n", + "tinge 2\n", + "tinged 2\n", + "tingling 1\n", + "tinkle 1\n", + "tinted 1\n", + "tiny 2\n", "tip 3\n", + "tipped 2\n", + "tips 1\n", + "tiptoe 2\n", + "tire 5\n", "tired 3\n", - "tobacco 4\n", - "tomorrow 4\n", + "tires 5\n", + "title 6\n", + "to 3431\n", + "tobacco 22\n", + "today 1\n", + "toes 2\n", + "together 60\n", + "toilet 1\n", + "token 1\n", + "told 79\n", + "tolerably 1\n", + "tomfoolery 1\n", + "tomorrow 3\n", + "tone 4\n", + "tongs 1\n", "tongue 3\n", - "tool 1\n", - "tore 19\n", - "torment 14\n", - "torn 1\n", - "tosca 4\n", - "tossed 15\n", - "tossing 10\n", - "tottenham 2\n", - "touch 25\n", - "touched 4\n", - "trace 2\n", - "traced 1\n", - "traces 1\n", - "track 1\n", - "trade 3\n", - "tragedy 1\n", - "train 1\n", - "trained 2\n", + "too 81\n", + "took 87\n", + "tool 9\n", + "tools 1\n", + "top 23\n", + "topped 1\n", + "tore 9\n", + "torment 2\n", + "torn 5\n", + "torrent 1\n", + "torrington 1\n", + "tortures 1\n", + "tosca 2\n", + "toss 1\n", + "tossed 9\n", + "tossing 2\n", + "totally 1\n", + "tottenham 4\n", + "tottered 2\n", + "touch 11\n", + "touched 13\n", + "touches 1\n", + "touchline 1\n", + "tour 1\n", + "toward 1\n", + "towards 29\n", + "tower 1\n", + "towered 1\n", + "towers 5\n", + "town 26\n", + "towns 1\n", + "toy 1\n", + "trace 29\n", + "traced 8\n", + "traces 17\n", + "tracing 2\n", + "track 17\n", + "tracked 2\n", + "trackers 1\n", + "tracking 1\n", + "tracks 17\n", + "tract 2\n", + "trade 12\n", + "tragedy 25\n", + "tragic 7\n", + "trail 5\n", + "trailer 1\n", + "trailing 1\n", + "train 34\n", + "trained 5\n", "trainer 2\n", - "training 12\n", - "transfix 1\n", + "training 6\n", + "trains 2\n", + "traitor 1\n", + "tramp 7\n", + "trampled 1\n", + "trance 1\n", + "transaction 1\n", + "transactions 1\n", + "transfer 1\n", + "transfix 2\n", + "transfixed 2\n", + "translation 1\n", "transpired 2\n", - "trap 1\n", - "travelled 2\n", - "treasure 1\n", - "treat 3\n", - "treated 8\n", - "tree 2\n", - "trees 1\n", - "trembled 1\n", - "trembling 1\n", - "tremor 15\n", - "trial 3\n", - "trick 2\n", - "tried 2\n", - "tries 1\n", - "trifle 1\n", - "trifling 1\n", - "trim 14\n", - "triumphant 9\n", - "trivial 4\n", - "trophy 2\n", - "tropical 1\n", - "trouble 9\n", - "troubled 11\n", - "trousers 3\n", - "trove 1\n", - "true 1\n", - "trust 44\n", - "trusted 2\n", - "trusting 4\n", - "try 1\n", - "trying 1\n", - "tucked 2\n", - "tuesday 2\n", - "tufted 1\n", - "tugging 2\n", + "trap 13\n", + "travel 1\n", + "travelled 6\n", + "travelling 1\n", + "travels 1\n", + "traversed 2\n", + "tray 1\n", + "treacherous 1\n", + "treachery 1\n", + "tread 1\n", + "treasure 4\n", + "treasured 1\n", + "treasury 1\n", + "treat 4\n", + "treated 7\n", + "treating 1\n", + "treatise 3\n", + "treatment 2\n", + "tree 5\n", + "trees 13\n", + "trelawney 7\n", + "trembled 2\n", + "trembling 3\n", + "tremendous 3\n", + "tremendously 1\n", + "tremor 2\n", + "tremors 1\n", + "trial 9\n", + "trick 7\n", + "trickled 2\n", + "tricks 3\n", + "tricky 1\n", + "tried 32\n", + "tries 4\n", + "trifle 4\n", + "trifling 7\n", + "trigger 1\n", + "trim 4\n", + "trinity 2\n", + "trip 1\n", + "triumph 3\n", + "triumphant 6\n", + "triumphantly 1\n", + "trivial 5\n", + "trod 1\n", + "trodden 2\n", + "trophy 3\n", + "tropical 3\n", + "trouble 26\n", + "troubled 5\n", + "troubles 2\n", + "troubling 1\n", + "trouser 2\n", + "trousers 6\n", + "trove 2\n", + "truculent 1\n", + "trudge 1\n", + "true 36\n", + "truly 1\n", + "trumpington 2\n", + "truncated 1\n", + "trunk 1\n", + "trust 23\n", + "trusted 6\n", + "trusting 2\n", + "trusty 1\n", + "truth 23\n", + "truthful 1\n", + "try 20\n", + "trying 14\n", + "tube 2\n", + "tucked 3\n", + "tudor 1\n", + "tuesday 12\n", + "tufted 5\n", + "tufts 1\n", + "tugging 3\n", + "tumble 1\n", + "tumultuous 1\n", "tunbridge 2\n", - "turn 3\n", - "turning 19\n", - "turns 8\n", - "tut 2\n", - "tweed 1\n", - "twinkled 1\n", - "twisted 1\n", - "type 1\n", - "ultimate 1\n", - "umbrella 1\n", - "unable 2\n", - "underneath 1\n", - "understands 18\n", - "understood 1\n", - "uneasy 1\n", - "unexpected 2\n", - "unfolded 1\n", - "unfortunate 1\n", - "unfortunately 3\n", - "unguarded 1\n", - "unicorn 30\n", - "uniform 7\n", - "uninteresting 14\n", - "unique 1\n", - "united 1\n", - "unknown 1\n", - "unless 1\n", - "unlike 1\n", - "unlikely 1\n", - "unlocked 3\n", - "unmarried 1\n", - "unnatural 1\n", - "unnecessary 2\n", - "unsightly 1\n", - "unsolved 1\n", - "unsuccessful 1\n", - "unthinkable 1\n", - "unusual 9\n", - "unworldly 3\n", - "upper 1\n", - "upset 1\n", - "upstairs 8\n", - "upward 1\n", + "turbulent 1\n", + "turf 2\n", + "turkey 1\n", + "turn 37\n", + "turned 110\n", + "turning 18\n", + "turns 6\n", + "tut 8\n", + "tutor 6\n", + "tuxbury 4\n", + "tweed 3\n", + "twelve 15\n", + "twentieth 1\n", + "twenty 25\n", + "twice 14\n", + "twilight 2\n", + "twine 1\n", + "twinkle 2\n", + "twinkled 2\n", + "twinkling 1\n", + "twisted 7\n", + "twitching 5\n", + "twitchings 1\n", + "two 220\n", + "type 3\n", + "typewriter 1\n", + "typewriting 2\n", + "typewritten 2\n", + "typical 1\n", + "uglier 1\n", + "ugly 2\n", + "ulsters 1\n", + "ultimate 2\n", + "umbrella 3\n", + "un 1\n", + "unable 11\n", + "unaccountable 1\n", + "unacquainted 1\n", + "unarmed 1\n", + "unavoidable 1\n", + "unaware 1\n", + "unbalanced 1\n", + "unceremonious 1\n", + "uncertain 1\n", + "unchanged 1\n", + "unclasped 1\n", + "unclasping 1\n", + "unclaspings 1\n", + "uncle 7\n", + "uncomfortable 1\n", + "uncommon 1\n", + "unconditional 1\n", + "unconscious 1\n", + "unconsciously 1\n", + "uncontrollable 2\n", + "uncourteous 1\n", + "uncovered 1\n", + "undecided 1\n", + "under 61\n", + "undergo 1\n", + "underneath 2\n", + "underside 1\n", + "understand 54\n", + "understanding 1\n", + "understands 3\n", + "understood 16\n", + "undertake 3\n", + "undertaken 2\n", + "undertaker 1\n", + "undertaking 1\n", + "undertook 1\n", + "undetected 1\n", + "undone 1\n", + "undoubted 1\n", + "undoubtedly 26\n", + "uneasiness 1\n", + "uneasy 6\n", + "unecclesiastical 1\n", + "unemotional 1\n", + "unemployed 1\n", + "unerring 1\n", + "uneventful 1\n", + "unexpected 10\n", + "unexplained 1\n", + "unexplored 1\n", + "unfair 2\n", + "unfamiliar 1\n", + "unfastened 1\n", + "unfolded 4\n", + "unfolding 1\n", + "unfortunate 26\n", + "unfortunately 5\n", + "unframed 1\n", + "unfrocked 1\n", + "unfurnished 1\n", + "ungenerous 1\n", + "ungloved 1\n", + "ungracious 2\n", + "unguarded 3\n", + "unhappily 2\n", + "unhappiness 2\n", + "unhappy 7\n", + "unheard 1\n", + "unicorn 14\n", + "uniform 5\n", + "uniformed 2\n", + "unimpeachable 1\n", + "uninteresting 2\n", + "unique 6\n", + "united 3\n", + "unites 1\n", + "universally 1\n", + "universe 1\n", + "universities 1\n", + "university 8\n", + "unjust 1\n", + "unjustifiable 1\n", + "unkempt 3\n", + "unkind 1\n", + "unknown 11\n", + "unless 22\n", + "unlike 3\n", + "unlikely 10\n", + "unlock 1\n", + "unlocked 4\n", + "unmade 1\n", + "unmarried 2\n", + "unmixed 1\n", + "unnatural 2\n", + "unnecessarily 1\n", + "unnecessary 10\n", + "unobserved 1\n", + "unobtrusive 1\n", + "unofficial 2\n", + "unpardonable 1\n", + "unpleasant 3\n", + "unprincipled 1\n", + "unquestionably 1\n", + "unreasonable 1\n", + "unreasoning 1\n", + "unresponsive 1\n", + "unrivalled 1\n", + "unrolling 1\n", + "unromantic 1\n", + "unsatisfied 1\n", + "unscrupulous 1\n", + "unseen 4\n", + "unselfish 2\n", + "unshaven 2\n", + "unsightly 2\n", + "unsolved 2\n", + "unspoken 1\n", + "unstained 1\n", + "unsuccessful 2\n", + "unsullied 1\n", + "untenanted 1\n", + "unthinkable 2\n", + "untidiness 2\n", + "untidy 1\n", + "until 100\n", + "untimely 1\n", + "untiring 1\n", + "untouched 2\n", + "untoward 1\n", + "unturned 1\n", + "unusual 22\n", + "unusuals 1\n", + "unwelcome 2\n", + "unwonted 1\n", + "unworldly 2\n", + "up 319\n", + "upon 528\n", + "upper 4\n", + "uppermost 1\n", + "uppingham 1\n", + "upraised 2\n", + "upright 1\n", + "upset 5\n", + "upsetting 1\n", + "upstairs 5\n", + "upstanding 1\n", + "upturned 3\n", + "upward 7\n", "urge 3\n", - "usage 3\n", - "useful 1\n", - "useless 4\n", - "uses 1\n", - "ushered 4\n", - "using 9\n", - "usual 5\n", - "utmost 1\n", - "uttered 1\n", + "urgency 1\n", + "urgent 3\n", + "urgently 1\n", + "urging 1\n", + "us 346\n", + "usage 2\n", + "use 32\n", + "used 24\n", + "useful 10\n", + "useless 3\n", + "uses 2\n", + "ushered 8\n", + "using 4\n", + "usual 10\n", + "usually 8\n", + "utmost 13\n", + "utter 4\n", + "uttered 4\n", "uttering 2\n", - "utterly 20\n", - "vacant 1\n", - "vague 21\n", - "vain 1\n", - "value 2\n", - "vanished 2\n", - "various 1\n", - "vast 1\n", - "ve 1\n", - "veined 1\n", - "venture 1\n", - "verge 1\n", - "vessel 1\n", - "vicar 107\n", - "victim 2\n", - "victims 8\n", - "victory 10\n", - "view 17\n", - "views 1\n", - "vigil 8\n", - "vile 1\n", - "village 1\n", - "villagers 10\n", - "villain 5\n", - "violence 2\n", - "virile 7\n", - "visible 5\n", - "visibly 3\n", - "vision 11\n", - "visiting 1\n", - "visitor 1\n", - "visitors 3\n", - "voices 20\n", - "volume 2\n", - "volunteered 1\n", - "voyage 1\n", - "voyages 1\n", - "wager 20\n", - "wages 9\n", + "utterly 12\n", + "vacancies 1\n", + "vacant 6\n", + "vague 6\n", + "vaguely 1\n", + "vain 11\n", + "vale 1\n", + "valet 8\n", + "valets 1\n", + "valuable 16\n", + "valuables 1\n", + "value 13\n", + "valued 1\n", + "van 1\n", + "vanish 1\n", + "vanished 7\n", + "variable 1\n", + "variant 1\n", + "varied 1\n", + "varies 1\n", + "variety 1\n", + "various 7\n", + "varnish 4\n", + "varsity 3\n", + "varying 1\n", + "vast 3\n", + "ve 31\n", + "vehicle 2\n", + "veil 3\n", + "veined 2\n", + "veins 1\n", + "veldt 1\n", + "velvet 1\n", + "venerable 2\n", + "vengeance 2\n", + "venomous 1\n", + "venture 7\n", + "ventured 2\n", + "venucci 2\n", + "veranda 4\n", + "verbatim 1\n", + "verdict 1\n", + "verge 2\n", + "verified 1\n", + "verify 1\n", + "verner 2\n", + "very 425\n", + "vessel 3\n", + "vestige 1\n", + "vibrated 2\n", + "vibrating 1\n", + "vicar 3\n", + "vices 1\n", + "vicinity 1\n", + "vicious 2\n", + "victim 7\n", + "victims 2\n", + "victorian 1\n", + "victory 4\n", + "view 27\n", + "viewed 1\n", + "views 2\n", + "vigil 6\n", + "vigorous 4\n", + "vigour 2\n", + "vile 2\n", + "vilest 1\n", + "villa 4\n", + "village 16\n", + "villagers 3\n", + "villages 1\n", + "villain 8\n", + "villainous 1\n", + "villainy 4\n", + "vincent 1\n", + "vindictive 3\n", + "vinegar 1\n", + "vintage 1\n", + "violence 14\n", + "violent 5\n", + "violently 1\n", + "violet 6\n", + "violin 3\n", + "violins 1\n", + "virile 2\n", + "virtuous 1\n", + "virulent 1\n", + "visible 4\n", + "visibly 2\n", + "vision 5\n", + "visit 39\n", + "visited 4\n", + "visiting 4\n", + "visitor 30\n", + "visitors 8\n", + "visits 2\n", + "vitality 1\n", + "vitriol 1\n", + "vivid 2\n", + "voice 31\n", + "voices 7\n", + "volcano 1\n", + "volley 1\n", + "volume 6\n", + "volumes 6\n", + "voluntarily 1\n", + "voluntary 1\n", + "volunteered 2\n", + "von 2\n", + "vow 1\n", + "vox 2\n", + "voyage 12\n", + "voyages 4\n", + "vulture 1\n", + "waddling 1\n", + "wager 4\n", + "wages 4\n", + "wail 1\n", "waistcoat 3\n", - "wait 2\n", - "waited 1\n", - "waits 1\n", + "wait 26\n", + "waited 17\n", + "waiting 19\n", + "waits 4\n", + "wake 1\n", "wakened 2\n", - "waking 1\n", - "walk 4\n", - "walked 1\n", - "walking 2\n", - "walks 1\n", - "wall 1\n", - "walled 1\n", - "walls 4\n", + "waking 2\n", + "wales 3\n", + "walk 27\n", + "walked 30\n", + "walking 8\n", + "walks 2\n", + "wall 37\n", + "walled 2\n", + "wallington 3\n", + "walls 8\n", + "walsham 2\n", "wander 2\n", - "wandering 85\n", - "want 2\n", - "wanted 1\n", - "wanting 1\n", + "wandering 2\n", + "waning 2\n", + "want 47\n", + "wanted 22\n", + "wanting 3\n", + "wanton 1\n", "wants 2\n", - "war 1\n", - "warm 13\n", - "warmth 46\n", - "warn 3\n", - "warned 1\n", + "war 13\n", + "ward 1\n", + "wardrobe 1\n", + "wares 1\n", + "warm 9\n", + "warmed 1\n", + "warmly 2\n", + "warmth 2\n", + "warn 6\n", + "warned 3\n", "warning 4\n", - "warrant 1\n", - "wasn 3\n", - "waste 39\n", - "watch 7\n", - "watched 1\n", - "watching 1\n", - "water 4\n", - "waved 8\n", - "waving 1\n", - "ways 1\n", - "wayside 1\n", - "weak 2\n", - "weald 1\n", - "wealth 1\n", - "wealthy 3\n", - "weapon 8\n", - "wear 1\n", - "wearer 1\n", - "weary 1\n", - "weather 4\n", - "wednesday 1\n", - "weeks 2\n", - "weight 1\n", - "welcome 1\n", - "wells 1\n", - "west 16\n", - "whale 7\n", - "whaler 2\n", - "wheeler 1\n", + "warp 2\n", + "warrant 7\n", + "wary 1\n", + "was 2406\n", + "washed 2\n", + "wasn 8\n", + "waste 7\n", + "wasted 5\n", + "wasting 1\n", + "watch 17\n", + "watched 16\n", + "watchers 1\n", + "watching 4\n", + "water 19\n", + "waterbeach 1\n", + "watercourse 2\n", + "waterford 1\n", + "watering 1\n", + "waterloo 2\n", + "waterpipe 1\n", + "waterproof 1\n", + "waters 1\n", + "watson 249\n", + "wave 1\n", + "waved 2\n", + "waving 2\n", + "wax 8\n", + "waxed 1\n", + "waxen 1\n", + "way 158\n", + "ways 15\n", + "wayside 2\n", + "wayward 1\n", + "we 854\n", + "weak 7\n", + "weakening 1\n", + "weakling 1\n", + "weakness 3\n", + "weald 2\n", + "wealth 8\n", + "wealthiest 1\n", + "wealthy 5\n", + "weaned 1\n", + "weapon 14\n", + "weapons 3\n", + "wear 3\n", + "wearer 2\n", + "wearied 1\n", + "wearily 2\n", + "wearing 4\n", + "weary 6\n", + "weather 10\n", + "weaving 1\n", + "web 2\n", + "wedded 1\n", + "wedding 5\n", + "wedged 1\n", + "wednesday 3\n", + "week 35\n", + "weeklies 1\n", + "weeks 13\n", + "weigh 1\n", + "weight 10\n", + "weird 2\n", + "welcome 7\n", + "well 387\n", + "wells 2\n", + "welted 1\n", + "went 82\n", + "were 534\n", + "west 5\n", + "western 1\n", + "westminster 7\n", + "westward 1\n", + "wet 6\n", + "whale 2\n", + "whaler 4\n", + "what 476\n", + "whatever 18\n", + "wheel 4\n", + "wheeled 2\n", + "wheeler 6\n", + "wheels 5\n", + "when 415\n", + "whence 4\n", + "where 157\n", + "whereabouts 1\n", + "whereas 1\n", + "wherever 4\n", + "whether 28\n", + "which 938\n", "whiff 2\n", - "whimsical 1\n", - "whined 8\n", - "whipped 1\n", - "whiskers 12\n", + "while 49\n", + "whilst 2\n", + "whim 1\n", + "whimper 1\n", + "whimsical 3\n", + "whine 1\n", + "whined 3\n", + "whip 2\n", + "whipped 2\n", + "whirl 1\n", + "whirling 1\n", + "whisk 1\n", + "whisked 1\n", + "whiskers 6\n", "whisky 4\n", - "whisper 4\n", - "whispered 2\n", - "whistle 1\n", - "whitewashed 10\n", - "wide 2\n", - "widespread 1\n", - "widow 1\n", - "wild 1\n", - "willing 1\n", - "wilson 1\n", - "winced 2\n", - "wind 2\n", - "window 8\n", - "windows 12\n", - "winds 9\n", + "whisper 3\n", + "whispered 10\n", + "whispers 1\n", + "whist 2\n", + "whistle 5\n", + "whistled 3\n", + "white 50\n", + "whitehall 4\n", + "whitened 1\n", + "whiteness 1\n", + "whiter 1\n", + "whitewashed 2\n", + "whitish 1\n", + "whiz 1\n", + "whizzing 1\n", + "who 361\n", + "whoever 6\n", + "whole 68\n", + "wholesale 2\n", + "wholly 1\n", + "whom 67\n", + "whose 45\n", + "why 100\n", + "wicked 4\n", + "wickedness 1\n", + "wide 6\n", + "widens 1\n", + "wider 2\n", + "widespread 4\n", + "widow 4\n", + "widower 1\n", + "wife 62\n", + "wigmore 1\n", + "wild 18\n", + "wilder 18\n", + "wilderness 1\n", + "wildly 4\n", + "wildness 1\n", + "wilful 2\n", + "will 419\n", + "willful 1\n", + "williamson 11\n", + "willing 2\n", + "willingly 2\n", + "willoughby 9\n", + "wilson 4\n", + "wimpole 1\n", + "winced 4\n", + "wind 11\n", + "windfall 1\n", + "windigate 3\n", + "windings 1\n", + "window 126\n", + "windowed 1\n", + "windows 22\n", + "winds 2\n", + "wine 6\n", + "wineglasses 2\n", + "wing 5\n", + "winner 1\n", "winning 2\n", - "winter 5\n", - "wire 1\n", - "wired 1\n", - "wiring 72\n", - "wise 62\n", - "wiser 2\n", - "wished 6\n", - "wishing 1\n", - "wit 20\n", - "witness 1\n", - "wizard 78\n", - "woman 104\n", - "women 1\n", - "won 1\n", - "wonderful 5\n", - "wonderfully 34\n", - "wood 1\n", - "wooden 51\n", - "woodman 24\n", - "woods 17\n", - "woodwork 12\n", - "wore 1\n", - "worked 2\n", - "working 9\n", - "works 59\n", - "world 1\n", - "worlds 1\n", - "worn 26\n", - "worried 14\n", - "worse 42\n", - "worth 1\n", - "wound 11\n", - "wounded 10\n", - "wrapped 16\n", - "wretched 40\n", - "wrists 9\n", - "write 3\n", - "writing 1\n", - "written 6\n", - "wrong 5\n", - "wrote 1\n", - "yacht 4\n", - "yard 3\n", - "yards 10\n", + "winnings 1\n", + "winter 9\n", + "wiped 1\n", + "wire 11\n", + "wired 5\n", + "wires 1\n", + "wiring 2\n", + "wiry 1\n", + "wise 3\n", + "wisely 1\n", + "wiser 8\n", + "wish 32\n", + "wished 15\n", + "wishes 3\n", + "wishing 3\n", + "wistful 1\n", + "wit 4\n", + "with 1146\n", + "withdraw 1\n", + "withdrawn 2\n", + "withdrew 4\n", + "wither 1\n", + "withered 1\n", + "withheld 1\n", + "within 58\n", + "without 84\n", + "witness 10\n", + "witnessed 3\n", + "witnesses 1\n", + "wits 3\n", + "witted 2\n", + "wizard 3\n", + "wizened 2\n", + "woke 1\n", + "wolf 1\n", + "woman 89\n", + "womanly 2\n", + "women 11\n", + "won 19\n", + "wonder 14\n", + "wondered 1\n", + "wonderful 9\n", + "wonderfully 3\n", + "wont 1\n", + "wood 22\n", + "woodcock 1\n", + "wooden 11\n", + "woodley 26\n", + "woodman 8\n", + "woods 6\n", + "woodwork 4\n", + "word 75\n", + "words 41\n", + "wore 6\n", + "work 63\n", + "worked 9\n", + "workers 1\n", + "working 12\n", + "workingman 1\n", + "workman 5\n", + "workmanlike 2\n", + "workpeople 1\n", + "works 9\n", + "world 37\n", + "worlds 2\n", + "worn 11\n", + "worried 2\n", + "worrying 1\n", + "worse 12\n", + "worship 1\n", + "worst 11\n", + "worth 14\n", + "worthy 6\n", + "would 528\n", + "wouldn 5\n", + "wound 9\n", + "wounded 9\n", + "wounds 1\n", + "woven 1\n", + "wrapped 2\n", + "wrapper 1\n", + "wreck 2\n", + "wreckage 1\n", + "wrenched 1\n", + "wrestling 1\n", + "wretched 8\n", + "wriggle 1\n", + "wright 3\n", + "wring 1\n", + "wrings 1\n", + "wrinkled 2\n", + "wrist 4\n", + "wrists 4\n", + "write 15\n", + "writer 2\n", + "writhing 3\n", + "writing 25\n", + "writings 2\n", + "written 18\n", + "wrong 22\n", + "wrote 28\n", + "wrought 3\n", + "wrung 3\n", + "xxx 2\n", + "yacht 6\n", + "yard 27\n", + "yards 20\n", "yarn 2\n", - "yarned 9\n", - "year 1\n", - "yell 1\n", - "yellow 4\n", - "yesterday 6\n", - "yonder 2\n", - "young 2\n", - "younger 12\n", - "youth 1\n" + "yarned 2\n", + "yawns 1\n", + "year 39\n", + "yearned 1\n", + "years 69\n", + "yell 7\n", + "yelled 2\n", + "yellow 12\n", + "yeomanry 1\n", + "yes 179\n", + "yesterday 36\n", + "yet 122\n", + "yew 2\n", + "yielded 5\n", + "yonder 8\n", + "york 2\n", + "you 2137\n", + "young 132\n", + "younger 7\n", + "youngest 2\n", + "youngster 2\n", + "your 522\n", + "yours 20\n", + "yourself 37\n", + "yourselves 2\n", + "youth 8\n", + "youthful 1\n", + "youths 1\n", + "yoxley 7\n", + "zealous 1\n", + "zenith 1\n", + "zest 1\n", + "zigzag 1\n", + "zoo 1\n" ] } ], - "execution_count": 257 + "execution_count": 3 }, { "cell_type": "markdown", @@ -3019,7 +9043,7 @@ "Die Anzahl der Spalten gibt uns die Anzahl der Wörter über alle Texte hinweg, da jede Spalte ein Wort darstellt, d.h. ein Wort wird nicht doppelt gelistet werden.\n", "So erhalten wir eine Anzahl von **8879** Wörtern, die in den Texten vorkommen.\n", "#### Anzahl der Wörter pro Dokument\n", - "Durch das Aufsummieren der Werte in einer Zeile, ermitelt man die Anzahl aller Wörter in einem Dokument. Die Ausgabe ist nach der Reihenfolge der Dokumentennamen im Array `filenames` sortiert.\n", + "Durch das Aufsummieren der Werte in einer Zeile (axis=1), ermitelt man die Anzahl aller Wörter in einem Dokument. Die Ausgabe ist nach der Reihenfolge der Dokumentennamen im Array `filenames` sortiert.\n", "\n", "| | Anzahl der Wörter |\n", "|-------------------|-------------------|\n", @@ -3030,7 +9054,7 @@ "| Sherlock_card | 8242 |\n", "\n", "#### Vorkommen jedes Wortes\n", - "Durch das Aufsummieren der Werte in einer Spalte, ermitelt man die Häufigkeit eines Wörter in allen Dokumenten. Die Ausgabe ist alphabetisch, da `bag_of_words` beim Erzeugen durch `vercotorizer` alphabetisch sortiert wird.\n", + "Durch das Aufsummieren der Werte in einer Spalte (axis=0), ermitelt man die Häufigkeit eines Worts in allen Dokumenten. Die Ausgabe ist alphabetisch, da `bag_of_words` beim Erzeugen durch `vercotorizer` alphabetisch sortiert wird.\n", "Da die Liste sehr lang ist, hier ein Auszug\n", "\n", "| Word | count |\n", @@ -3070,8 +9094,8 @@ "id": "a43e2e80", "metadata": { "ExecuteTime": { - "end_time": "2025-12-15T01:35:12.545884766Z", - "start_time": "2025-12-15T01:35:12.517034301Z" + "end_time": "2025-12-15T13:56:25.132343345Z", + "start_time": "2025-12-15T13:56:25.106818886Z" } }, "source": [ @@ -3082,7 +9106,6 @@ "count_max_index = np.argmax(word_counts)\n", "\n", "# get the word with the highest count\n", - "feature_names = vectorizer.get_feature_names_out()\n", "count_max_word = feature_names[count_max_index]\n", "\n", "print(f\"Häufigstes Wort: '{count_max_word}'\")\n", @@ -3100,7 +9123,7 @@ ] } ], - "execution_count": 258 + "execution_count": 4 }, { "cell_type": "markdown", @@ -3133,8 +9156,8 @@ "id": "b0de993a-7aad-4126-938d-86bc4bd26d8e", "metadata": { "ExecuteTime": { - "end_time": "2025-12-15T01:35:14.316038463Z", - "start_time": "2025-12-15T01:35:12.548617005Z" + "end_time": "2025-12-15T13:56:26.904835204Z", + "start_time": "2025-12-15T13:56:25.135153350Z" } }, "source": [ @@ -3200,7 +9223,7 @@ ] } ], - "execution_count": 259 + "execution_count": 5 }, { "metadata": {}, @@ -3209,13 +9232,14 @@ "### > Dokumentation <\n", "#### min_df und max_df\n", "Wenn man min_df und max_df isoliert laufen lässt, so erhält man folgenden Werte für Gesamtzahl der Wörter\n", - "| wert | min_df(wert) | max_df(wert) |\n", - "|------|--------------|--------------|\n", - "| 1 | 8879 | 5508 |\n", - "| 2 | 3371 | 7349 |\n", - "| 3 | 1530 | 8079 |\n", - "| 4 | 800 | 8455 |\n", - "| 5 | 424 | 8879 |\n", + "\n", + "| n | min_df(n) | max_df(n) |\n", + "|---|-----------|-----------|\n", + "| 1 | 8879 | 5508 |\n", + "| 2 | 3371 | 7349 |\n", + "| 3 | 1530 | 8079 |\n", + "| 4 | 800 | 8455 |\n", + "| 5 | 424 | 8879 |\n", "\n", "\n", "Man kann klar erkennen, dass\n", @@ -3249,12 +9273,13 @@ "Man kann erkennen,dass wenn man einzlne Wörter übergibt, auch je ein Wort entfernt wird.\n", "\n", "Eine wichtige Beobachtung\n", - "das Wort \"a\" und andere Wörter im Englischen die nur aus einem Buchstaben bestehen, scheinen keine Auswirkungen zuhaben, was mich darauf schließen lässt, dass eine Mindestwortlänge von 2 Buchstaben erforderlich ist\n", + "\n", + "Das Wort \"a\" und andere Wörter im Englischen, die nur aus einem Buchstaben bestehen, scheinen keine Auswirkungen zuhaben, was mich darauf schließen lässt, dass eine Mindestwortlänge von 2 Buchstaben erforderlich ist.\n", "> aus der Doku der Fkt: If 'english', a built-in stop word list for English is used.\n", "\n", "### Kombination\n", "\n", - "Man entfernt die häufigsten Wörter der englischen Sprache mit `stop_words=\"english\"`, die seltensten Wörter mit `min_df=2` und die häufigsten Wörter mit `max_df=4` ohne dabei zu sehr zu entfernen\n", + "Man entfernt die häufigsten Wörter der englischen Sprache mit `stop_words=\"english\"`, die seltensten Wörter mit `min_df=2` und die häufigsten Wörter mit `max_df=4` ohne dabei zu sehr zu entfernen und erhält anschließend eine Menge von 2856 Wörtern.\n", "\n", "unique words: 2856 min_df: 2, max_df: 4, stop_words: english\n" ], @@ -3292,23 +9317,22 @@ { "metadata": { "ExecuteTime": { - "end_time": "2025-12-15T01:35:14.358670866Z", - "start_time": "2025-12-15T01:35:14.331114184Z" + "end_time": "2025-12-15T13:56:26.992285254Z", + "start_time": "2025-12-15T13:56:26.965360172Z" } }, "cell_type": "code", "source": [ "from sklearn.feature_extraction.text import TfidfTransformer\n", "\n", - "# initialize Transfoerms with given params\n", + "# initialize transformer with given params\n", "tfidf_transformer = TfidfTransformer(norm='l2', use_idf=True, smooth_idf=True, sublinear_tf=False)\n", "\n", - "# 2. Anwenden auf die bestehende Bag-of-Words Matrix aus Aufgabe 6.3\n", + "# perform transformation on bag_of_words from 6.3\n", "tfidf_matrix = tfidf_transformer.fit_transform(bag_of_words)\n", "\n", "# check results\n", - "print(\"Transformation abgeschlossen.\")\n", - "print(f\"Shape der TF-IDF Matrix: {tfidf_matrix.shape}\")\n", + "print(\"Transformation finished.\")\n", "print(f\"{tfidf_matrix}\")" ], "id": "cff65dbc718a4179", @@ -3317,8 +9341,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Transformation abgeschlossen.\n", - "Shape der TF-IDF Matrix: (5, 2856)\n", + "Transformation finished.\n", "\n", " Coords\tValues\n", @@ -3376,7 +9399,7 @@ ] } ], - "execution_count": 260 + "execution_count": 6 }, { "cell_type": "markdown", @@ -3391,34 +9414,29 @@ "id": "1cff3622-5a62-49bb-903f-4f98d9b044fb", "metadata": { "ExecuteTime": { - "end_time": "2025-12-15T01:35:14.398692305Z", - "start_time": "2025-12-15T01:35:14.360568152Z" + "end_time": "2025-12-15T13:56:27.029415899Z", + "start_time": "2025-12-15T13:56:26.995416559Z" } }, "source": [ - "# 1. Das Maximum für jedes Feature über den Datensatz finden\n", - "# axis=0 bedeutet: Wir suchen vertikal über alle Dokumente hinweg\n", + "# Find max TF-IDF value per feature across all documents\n", "max_tfidf_values = tfidf_matrix.max(axis=0)\n", "\n", - "# Da sparse matrizen oft eine Matrix zurückgeben, machen wir es zu einem flachen Array\n", - "# toarray() wandelt sparse in dense um, flatten() macht eine 1D-Liste daraus\n", + "# Convert sparse matrix to flat array\n", "max_val_array = max_tfidf_values.toarray().flatten()\n", "\n", - "# 2. Verbindung mit den Wörtern herstellen\n", + "# Get feature names\n", "feature_names = vectorizer_combined.get_feature_names_out()\n", "\n", - "# Wir erstellen einen DataFrame für eine schöne Übersicht\n", + "# Create DataFrame for better overview\n", "df_tfidf_max = pd.DataFrame({\n", " 'Word': feature_names,\n", " 'Max_TFIDF': max_val_array\n", "})\n", "\n", - "# 3. Sortieren, um die interessantesten Wörter oben zu haben\n", - "# Absteigend sortieren (höchste Werte zuerst)\n", + "# Sort descending to find highest scores\n", "df_sorted = df_tfidf_max.sort_values(by='Max_TFIDF', ascending=False)\n", "\n", - "# Ausgabe der Top 10 Wörter mit dem höchsten TF-IDF Score überhaupt\n", - "print(\"Wörter mit dem höchsten TF-IDF Score in einem Dokument:\")\n", "print(df_sorted)" ], "outputs": [ @@ -3426,7 +9444,6 @@ "name": "stdout", "output_type": "stream", "text": [ - "Wörter mit dem höchsten TF-IDF Score in einem Dokument:\n", " Word Max_TFIDF\n", "1076 godfrey 0.533000\n", "1200 hopkins 0.442111\n", @@ -3444,15 +9461,17 @@ ] } ], - "execution_count": 261 + "execution_count": 7 }, { "metadata": {}, "cell_type": "markdown", "source": [ - "Die Analyse der maximalen TF-IDF-Werte pro Feature zeigt deutlich\n", - "- Diskriminierende Features: An der Spitze der Liste stehen Begriffe wie \"godfrey\", \"hopkins\" oder \"bird\" mit hohen Scores (ca. 0.37 bis 0.53). Diese Wörter sind stark charakteristisch für einzelne Geschichten (z.B. Godfrey Emsworth in The Blanched Soldier). Sie ermöglichen einem Algorithmus eine eindeutige Zuordnung des Textes.\n", - "- Gemeinsame Features: Am unteren Ende der Liste finden sich Wörter mit sehr niedrigen Scores (ca. 0.01). Diese kommen diffus in fast allen Dokumenten vor und tragen kaum zur Unterscheidung bei." + "### > Dokumenatation <\n", + "\n", + "Die Analyse der maximalen TF-IDF-Werte pro Feature zeigt\n", + "- Diskriminierende Features: An der Spitze der Liste stehen Begriffe wie \"godfrey\", \"hopkins\" oder \"bird\" mit hohen Scores. Diese Wörter sind stark charakteristisch für einzelne Geschichten und ermöglichen einem Algorithmus eine eindeutige Zuordnung des Textes.\n", + "- Gemeinsame Features: Am unteren Ende der Liste finden sich Wörter mit sehr niedrigen Scores. Diese kommen in fast allen Dokumenten vor und tragen kaum zur Unterscheidung bei." ], "id": "6a7eea9735a61e3f" }