From 83ee54f2440a5f7ea7b54fc50d48a8092a515cfd Mon Sep 17 00:00:00 2001 From: Erynn Gutierrez <123526742+Erynn-Gutierrez@users.noreply.github.com> Date: Mon, 10 Mar 2025 00:57:46 +0000 Subject: [PATCH] completed tokenization --- lab.ipynb | 1864 ++++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 1857 insertions(+), 7 deletions(-) diff --git a/lab.ipynb b/lab.ipynb index 56262e7..8771d82 100644 --- a/lab.ipynb +++ b/lab.ipynb @@ -12,23 +12,1873 @@ "- How many tokens does your tokenization method obtain? How many types? (Remember what tokens and types are?)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some difficulties I bumped into were handling excluding numbers (due to the [1]..[3]s in the text), as well as dealing with hyphenated words like \"soft-trickling.\" This caused my regex to go through a lto fo different phases - from r\"[\\w+]+(?:['’][\\w+]+)*\" to r\"\\b\\w+('\\w+)?\\b\" to r\"\\b[a-zA-Z]+(?:[-'][a-zA-Z]+)*\\b\". \n", + "\n", + "My tokenization method obtained 6,421 tokens; it found 1,790 unique types." + ] + }, { "cell_type": "code", "execution_count": null, - "metadata": { - "vscode": { - "languageId": "plaintext" + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['thus', 'joyful', 'troy', 'maintained', 'the', 'watch', 'of', 'night', 'while', 'fear', 'pale', 'comrade', 'of', 'inglorious', 'flight', 'and', 'heaven-bred', 'horror', 'on', 'the', 'grecian', 'part', 'sat', 'on', 'each', 'face', 'and', 'saddened', 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'the', 'stern', 'reply', 'tydides', 'broke', 'the', 'general', 'silence', 'and', 'undaunted', 'spoke', 'why', 'should', 'we', 'gifts', 'to', 'proud', 'achilles', 'send', 'or', 'strive', 'with', 'prayers', 'his', 'haughty', 'soul', 'to', 'bend', 'his', \"country's\", 'woes', 'he', 'glories', 'to', 'deride', 'and', 'prayers', 'will', 'burst', 'that', 'swelling', 'heart', 'with', 'pride', 'be', 'the', 'fierce', 'impulse', 'of', 'his', 'rage', 'obeyed', 'our', 'battles', 'let', 'him', 'or', 'desert', 'or', 'aid', 'then', 'let', 'him', 'arm', 'when', 'jove', 'or', 'he', 'think', 'fit', 'that', 'to', 'his', 'madness', 'or', 'to', 'heaven', 'commit', 'what', 'for', 'ourselves', 'we', 'can', 'is', 'always', 'ours', 'this', 'night', 'let', 'due', 'repast', 'refresh', 'our', 'powers', 'for', 'strength', 'consists', 'in', 'spirits', 'and', 'in', 'blood', 'and', 'those', 'are', 'owed', 'to', 'generous', 'wine', 'and', 'food', 'but', 'when', 'the', 'rosy', 'messenger', 'of', 'day', 'strikes', 'the', 'blue', 'mountains', 'with', 'her', 'golden', 'ray', 'ranged', 'at', 'the', 'ships', 'let', 'all', 'our', 'squadrons', 'shine', 'in', 'flaming', 'arms', 'a', 'long-extended', 'line', 'in', 'the', 'dread', 'front', 'let', 'great', 'atrides', 'stand', 'the', 'first', 'in', 'danger', 'as', 'in', 'high', 'command', 'shouts', 'of', 'acclaim', 'the', 'listening', 'heroes', 'raise', 'then', 'each', 'to', 'heaven', 'the', 'due', 'libations', 'pays', 'till', 'sleep', 'descending', \"o'er\", 'the', 'tents', 'bestows', 'the', 'grateful', 'blessings', 'of', 'desired', 'repose']\n" + ] } - }, - "outputs": [], + ], "source": [ - "# your code here" + "# open book 9 txt file\n", + "with open(\"book_9.txt\", \"r\") as f:\n", + " all_lines = f.read()\n", + "\n", + "# lower all text\n", + "lowered = all_lines.lower()\n", + "\n", + "import re\n", + "\n", + "# Ensures only alphabetic characters while keeping apostrophes and dashed within words. Also excludes other special characters and numbers.\n", + "word_regex = re.compile(r\"\\b[a-zA-Z]+(?:[-'][a-zA-Z]+)*\\b\")\n", + "\n", + "words = word_regex.findall(lowered)\n", + "print(words)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "thus: 16\n", + "joyful: 1\n", + "troy: 11\n", + "maintained: 1\n", + "watch: 1\n", + "night: 6\n", + "while: 6\n", + "fear: 5\n", + "pale: 1\n", + "comrade: 1\n", + "inglorious: 3\n", + "flight: 3\n", + "heaven-bred: 1\n", + "horror: 1\n", + "grecian: 8\n", + "part: 4\n", + "sat: 2\n", + "each: 14\n", + "face: 4\n", + "saddened: 1\n", + "every: 9\n", + "heart: 13\n", + "from: 37\n", + "cloudy: 1\n", + "dungeon: 1\n", + "issuing: 2\n", + "forth: 2\n", + "double: 3\n", + "tempest: 1\n", + "west: 1\n", + "north: 1\n", + "swells: 1\n", + "o'er: 11\n", + "sea: 1\n", + "thracia's: 1\n", + "frozen: 1\n", + "shore: 6\n", + "heaps: 3\n", + "waves: 2\n", + "bids: 4\n", + "roar: 2\n", + "this: 22\n", + "way: 3\n", + "that: 40\n", + "boiling: 1\n", + "deeps: 1\n", + "are: 25\n", + "tossed: 1\n", + "such: 16\n", + "various: 1\n", + "passions: 3\n", + "urged: 1\n", + "troubled: 1\n", + "host: 9\n", + "great: 18\n", + "agamemnon: 2\n", + "grieved: 1\n", + "above: 3\n", + "rest: 4\n", + "superior: 2\n", + "sorrows: 3\n", + "swelled: 1\n", + "his: 104\n", + "royal: 9\n", + "breast: 9\n", + "himself: 7\n", + "orders: 2\n", + "heralds: 3\n", + "bears: 1\n", + "bid: 4\n", + "council: 5\n", + "all: 55\n", + "peers: 2\n", + "but: 35\n", + "whispers: 1\n", + "these: 27\n", + "surround: 2\n", + "their: 30\n", + "chief: 13\n", + "solemn: 4\n", + "sadness: 1\n", + "majestic: 1\n", + "grief: 5\n", + "king: 15\n", + "amidst: 3\n", + "mournful: 1\n", + "circle: 1\n", + "rose: 2\n", + "down: 2\n", + "wan: 1\n", + "cheek: 1\n", + "briny: 1\n", + "torrent: 1\n", + "flows: 2\n", + "so: 7\n", + "silent: 3\n", + "fountains: 1\n", + "rock's: 1\n", + "tall: 1\n", + "head: 2\n", + "sable: 2\n", + "streams: 1\n", + "soft-trickling: 1\n", + "waters: 1\n", + "shed: 1\n", + "more: 17\n", + "than: 8\n", + "vulgar: 3\n", + "he: 56\n", + "stood: 4\n", + "oppressed: 1\n", + "words: 3\n", + "mixed: 1\n", + "sighs: 1\n", + "bursting: 1\n", + "ye: 7\n", + "sons: 1\n", + "greece: 22\n", + "partake: 1\n", + "your: 13\n", + "leader's: 1\n", + "care: 9\n", + "fellows: 1\n", + "arms: 19\n", + "princes: 3\n", + "war: 8\n", + "partial: 1\n", + "jove: 14\n", + "too: 3\n", + "justly: 1\n", + "we: 17\n", + "complain: 1\n", + "heavenly: 3\n", + "oracles: 1\n", + "believed: 1\n", + "vain: 8\n", + "safe: 4\n", + "return: 8\n", + "was: 13\n", + "promised: 2\n", + "our: 46\n", + "toils: 3\n", + "conquest: 2\n", + "honoured: 3\n", + "enriched: 2\n", + "spoils: 4\n", + "now: 13\n", + "shameful: 1\n", + "alone: 6\n", + "can: 12\n", + "save: 6\n", + "wealth: 4\n", + "people: 2\n", + "glory: 5\n", + "lost: 3\n", + "decrees: 1\n", + "almighty: 2\n", + "lord: 1\n", + "at: 17\n", + "whose: 12\n", + "nod: 1\n", + "whole: 6\n", + "empires: 1\n", + "rise: 7\n", + "or: 29\n", + "fall: 8\n", + "who: 14\n", + "shakes: 2\n", + "feeble: 1\n", + "props: 1\n", + "human: 2\n", + "trust: 3\n", + "towers: 3\n", + "armies: 3\n", + "humbles: 2\n", + "dust: 5\n", + "haste: 3\n", + "then: 34\n", + "ever: 2\n", + "quit: 3\n", + "fatal: 4\n", + "fields: 8\n", + "joys: 3\n", + "native: 3\n", + "country: 3\n", + "yields: 5\n", + "spread: 4\n", + "canvas: 1\n", + "oars: 4\n", + "employ: 3\n", + "nor: 20\n", + "hope: 3\n", + "heaven-defended: 2\n", + "said: 4\n", + "deep: 3\n", + "silence: 6\n", + "held: 2\n", + "band: 2\n", + "unmoved: 2\n", + "dire: 1\n", + "dismay: 1\n", + "they: 19\n", + "stand: 5\n", + "pensive: 1\n", + "scene: 1\n", + "till: 10\n", + "tydeus: 1\n", + "warlike: 1\n", + "son: 15\n", + "rolled: 1\n", + "eyes: 7\n", + "begun: 3\n", + "when: 24\n", + "kings: 7\n", + "advise: 2\n", + "us: 5\n", + "renounce: 1\n", + "fame: 4\n", + "first: 10\n", + "let: 24\n", + "him: 19\n", + "speak: 3\n", + "has: 7\n", + "suffered: 1\n", + "shame: 1\n", + "if: 24\n", + "i: 39\n", + "oppose: 1\n", + "thee: 21\n", + "prince: 8\n", + "thy: 57\n", + "wrath: 5\n", + "withhold: 1\n", + "laws: 2\n", + "my: 82\n", + "tongue: 2\n", + "be: 23\n", + "bold: 9\n", + "thou: 18\n", + "fight: 6\n", + "durst: 2\n", + "brand: 1\n", + "courage: 4\n", + "defame: 1\n", + "might: 2\n", + "friend: 8\n", + "unkind: 1\n", + "reproach: 1\n", + "appeared: 1\n", + "greeks: 12\n", + "witness: 2\n", + "army: 2\n", + "heard: 5\n", + "gods: 16\n", + "o: 5\n", + "whom: 11\n", + "honours: 10\n", + "spring: 2\n", + "have: 6\n", + "made: 5\n", + "by: 19\n", + "halves: 1\n", + "gave: 10\n", + "sceptres: 2\n", + "wide: 4\n", + "command: 2\n", + "dominion: 1\n", + "seas: 2\n", + "land: 6\n", + "noblest: 2\n", + "power: 3\n", + "world: 1\n", + "control: 2\n", + "not: 26\n", + "brave: 5\n", + "virtuous: 1\n", + "soul: 13\n", + "general's: 1\n", + "voice: 5\n", + "would: 3\n", + "suggest: 1\n", + "fears: 2\n", + "like: 6\n", + "own: 6\n", + "confiding: 1\n", + "want: 2\n", + "worth: 2\n", + "stands: 5\n", + "fly: 2\n", + "tis: 4\n", + "what: 27\n", + "commands: 3\n", + "go: 4\n", + "embattled: 1\n", + "plain: 7\n", + "ships: 4\n", + "hast: 3\n", + "store: 6\n", + "nearest: 1\n", + "main: 6\n", + "nobler: 1\n", + "grecians: 1\n", + "shall: 28\n", + "combat: 2\n", + "conquer: 4\n", + "extirpate: 1\n", + "here: 5\n", + "stay: 8\n", + "retire: 3\n", + "myself: 4\n", + "will: 12\n", + "expire: 1\n", + "sthenelus: 1\n", + "god: 7\n", + "bade: 3\n", + "twas: 2\n", + "came: 4\n", + "ceased: 6\n", + "loud: 2\n", + "acclamations: 1\n", + "raise: 3\n", + "resounds: 1\n", + "tydides: 2\n", + "praise: 5\n", + "wise: 5\n", + "nestor: 4\n", + "reverend: 6\n", + "figure: 1\n", + "reared: 1\n", + "spoke: 6\n", + "still: 9\n", + "attention: 1\n", + "truly: 2\n", + "joined: 3\n", + "strength: 3\n", + "body: 1\n", + "force: 5\n", + "mind: 9\n", + "conduct: 1\n", + "you: 8\n", + "excel: 1\n", + "act: 1\n", + "well: 4\n", + "those: 12\n", + "wholesome: 3\n", + "counsels: 6\n", + "which: 7\n", + "wisdom: 4\n", + "moves: 1\n", + "applauding: 1\n", + "common: 1\n", + "approves: 1\n", + "canst: 1\n", + "blame: 2\n", + "prudent: 1\n", + "youth: 4\n", + "e'en: 2\n", + "because: 1\n", + "truth: 1\n", + "yet: 12\n", + "since: 4\n", + "birth: 1\n", + "run: 2\n", + "hardly: 1\n", + "style: 1\n", + "nestor's: 1\n", + "youngest: 1\n", + "me: 18\n", + "add: 1\n", + "remains: 3\n", + "behind: 3\n", + "thought: 5\n", + "unfinished: 1\n", + "generous: 9\n", + "age: 5\n", + "advice: 3\n", + "bring: 4\n", + "distaste: 1\n", + "offend: 2\n", + "cursed: 3\n", + "man: 13\n", + "void: 1\n", + "law: 1\n", + "right: 1\n", + "unworthy: 2\n", + "property: 1\n", + "light: 3\n", + "unfit: 1\n", + "public: 3\n", + "rule: 3\n", + "private: 1\n", + "wretch: 3\n", + "monster: 1\n", + "delights: 2\n", + "lust: 1\n", + "murder: 1\n", + "horrid: 1\n", + "joy: 1\n", + "tear: 1\n", + "kind: 5\n", + "destroy: 1\n", + "refresh: 2\n", + "fortify: 1\n", + "train: 4\n", + "between: 1\n", + "trench: 3\n", + "wall: 4\n", + "guards: 4\n", + "remain: 2\n", + "duty: 1\n", + "young: 3\n", + "call: 3\n", + "old: 5\n", + "sway: 8\n", + "weighty: 4\n", + "cares: 6\n", + "high: 7\n", + "must: 10\n", + "spirit: 3\n", + "wars: 4\n", + "thracian: 1\n", + "wines: 1\n", + "recruit: 1\n", + "guests: 3\n", + "happy: 3\n", + "flow: 2\n", + "sober: 1\n", + "feasts: 2\n", + "aid: 2\n", + "state: 2\n", + "distressed: 1\n", + "monarch: 4\n", + "choose: 4\n", + "best: 4\n", + "see: 7\n", + "blaze: 2\n", + "hostile: 3\n", + "tents: 4\n", + "aspires: 1\n", + "how: 4\n", + "near: 1\n", + "fleet: 1\n", + "approach: 2\n", + "trojan: 6\n", + "fires: 2\n", + "behold: 1\n", + "dreadful: 4\n", + "eye: 2\n", + "beholds: 1\n", + "them: 9\n", + "close: 1\n", + "to-night: 1\n", + "interval: 1\n", + "determines: 1\n", + "to-morrow: 2\n", + "flame: 6\n", + "hoary: 3\n", + "sage: 3\n", + "obey: 6\n", + "swift: 2\n", + "through: 7\n", + "gates: 5\n", + "direct: 1\n", + "pass: 3\n", + "lofty: 3\n", + "mound: 1\n", + "thrasymed: 1\n", + "renowned: 3\n", + "next: 2\n", + "ascalaphus: 1\n", + "offspring: 1\n", + "warrior-god: 1\n", + "aphareus: 1\n", + "merion: 1\n", + "join: 3\n", + "lycomed: 1\n", + "creon's: 1\n", + "noble: 2\n", + "line: 5\n", + "seven: 8\n", + "were: 16\n", + "leaders: 2\n", + "nightly: 3\n", + "bands: 4\n", + "hundred: 4\n", + "spears: 1\n", + "short: 3\n", + "repasts: 1\n", + "some: 7\n", + "others: 3\n", + "men: 7\n", + "bent: 2\n", + "convened: 1\n", + "ample: 8\n", + "tent: 11\n", + "seized: 2\n", + "portion: 2\n", + "kingly: 1\n", + "feast: 4\n", + "stayed: 3\n", + "hand: 6\n", + "thirst: 3\n", + "hunger: 2\n", + "long: 9\n", + "approved: 2\n", + "slowly: 1\n", + "rising: 3\n", + "moved: 2\n", + "nations: 5\n", + "assembled: 2\n", + "states: 2\n", + "lords: 1\n", + "earth: 3\n", + "given: 1\n", + "millions: 1\n", + "heaven: 7\n", + "attend: 5\n", + "begin: 1\n", + "end: 3\n", + "it: 7\n", + "fits: 3\n", + "alike: 2\n", + "hear: 15\n", + "pronounce: 1\n", + "judgment: 2\n", + "regard: 3\n", + "give: 7\n", + "ear: 1\n", + "no: 25\n", + "motion: 1\n", + "withstood: 1\n", + "ratify: 1\n", + "good: 2\n", + "though: 11\n", + "meaner: 1\n", + "repine: 1\n", + "follow: 2\n", + "make: 6\n", + "thine: 5\n", + "conceived: 1\n", + "once: 6\n", + "present: 2\n", + "past: 1\n", + "pelides: 3\n", + "forced: 2\n", + "maid: 3\n", + "opposed: 2\n", + "faithful: 2\n", + "dissuade: 1\n", + "headlong: 2\n", + "fury: 5\n", + "fired: 1\n", + "wronged: 2\n", + "admired: 1\n", + "seek: 1\n", + "means: 1\n", + "prayers: 10\n", + "move: 3\n", + "gifts: 8\n", + "bend: 4\n", + "justice: 4\n", + "shewn: 1\n", + "prince's: 1\n", + "faults: 1\n", + "reason: 1\n", + "most: 7\n", + "blessed: 3\n", + "love: 10\n", + "wondrous: 1\n", + "hero: 3\n", + "fights: 1\n", + "fain: 1\n", + "erred: 1\n", + "frantic: 1\n", + "rage: 14\n", + "wrathful: 1\n", + "angry: 2\n", + "assuage: 1\n", + "immense: 1\n", + "mighty: 5\n", + "bow: 1\n", + "vow: 2\n", + "ten: 4\n", + "talents: 2\n", + "purest: 3\n", + "gold: 6\n", + "twice: 3\n", + "vases: 2\n", + "refulgent: 2\n", + "mould: 2\n", + "sacred: 10\n", + "tripods: 2\n", + "unsullied: 2\n", + "frame: 3\n", + "knows: 4\n", + "office: 2\n", + "felt: 3\n", + "twelve: 4\n", + "steeds: 3\n", + "unmatched: 4\n", + "fleetness: 2\n", + "victorious: 2\n", + "dusty: 3\n", + "course: 3\n", + "rich: 4\n", + "stores: 2\n", + "exceed: 2\n", + "prizes: 2\n", + "purchased: 2\n", + "winged: 2\n", + "speed: 2\n", + "lovely: 3\n", + "captives: 3\n", + "lesbian: 3\n", + "skilled: 2\n", + "art: 5\n", + "form: 4\n", + "divine: 8\n", + "same: 3\n", + "chose: 2\n", + "charms: 12\n", + "lesbos: 2\n", + "sunk: 2\n", + "beneath: 5\n", + "hero's: 1\n", + "buy: 2\n", + "friendship: 5\n", + "paid: 4\n", + "long-contested: 2\n", + "her: 33\n", + "resign: 3\n", + "swear: 2\n", + "never: 7\n", + "mine: 3\n", + "untouched: 2\n", + "she: 12\n", + "uninjured: 2\n", + "removes: 2\n", + "pure: 2\n", + "guiltless: 2\n", + "loves: 2\n", + "instant: 3\n", + "powers: 4\n", + "proud: 6\n", + "ilion's: 2\n", + "spoil: 3\n", + "divides: 3\n", + "brass: 3\n", + "loaded: 3\n", + "navy's: 2\n", + "sides: 2\n", + "besides: 2\n", + "full: 6\n", + "twenty: 2\n", + "nymphs: 3\n", + "race: 7\n", + "copious: 2\n", + "crown: 5\n", + "warm: 4\n", + "embrace: 4\n", + "yield: 6\n", + "none: 3\n", + "helen's: 2\n", + "farther: 3\n", + "argos: 2\n", + "fruitful: 2\n", + "there: 13\n", + "live: 2\n", + "share: 4\n", + "orestes: 2\n", + "self: 2\n", + "divide: 3\n", + "three: 3\n", + "daughters: 5\n", + "court: 3\n", + "bred: 2\n", + "worthy: 4\n", + "bed: 7\n", + "iphigenia: 2\n", + "fair: 9\n", + "bright: 2\n", + "chrysothemis: 2\n", + "golden: 5\n", + "hair: 2\n", + "approve: 3\n", + "ask: 1\n", + "presents: 4\n", + "reward: 3\n", + "dower: 2\n", + "vast: 2\n", + "father: 9\n", + "child: 4\n", + "before: 6\n", + "cities: 3\n", + "confess: 2\n", + "turrets: 2\n", + 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1\n", + "luckless: 1\n", + "uncle: 1\n", + "slew: 1\n", + "beat: 1\n", + "ground: 3\n", + "wreak: 1\n", + "brother's: 1\n", + "red: 1\n", + "walked: 1\n", + "deliverer: 1\n", + "thunders: 1\n", + "ambassadors: 1\n", + "priests: 1\n", + "elders: 1\n", + "besought: 1\n", + "sinking: 2\n", + "fifty: 1\n", + "acres: 1\n", + "richest: 1\n", + "half: 2\n", + "pasture: 1\n", + "green: 1\n", + "vineyards: 1\n", + "sisters: 1\n", + "followed: 1\n", + "sues: 1\n", + "victors: 1\n", + "ascend: 2\n", + "scaled: 1\n", + "rolling: 1\n", + "arise: 1\n", + "appears: 1\n", + "piercing: 1\n", + "supplicating: 1\n", + "tears: 2\n", + "paints: 2\n", + "horrors: 1\n", + "palaces: 1\n", + "overthrown: 1\n", + "matrons: 1\n", + "ravished: 2\n", + "enslaved: 1\n", + "vanquished: 1\n", + "disdained: 1\n", + "turn: 1\n", + "broken: 1\n", + "faith: 1\n", + "betimes: 1\n", + "curb: 1\n", + "pernicious: 1\n", + "accept: 1\n", + "draw: 1\n", + "sword: 1\n", + "replied: 3\n", + "second: 1\n", + "guide: 2\n", + "believe: 1\n", + "mortal's: 1\n", + "favours: 1\n", + "designs: 1\n", + "pleasure: 1\n", + "guides: 1\n", + "confines: 1\n", + "behest: 1\n", + "life's: 1\n", + "beats: 1\n", + "within: 1\n", + "lodge: 1\n", + "molest: 1\n", + "taught: 1\n", + "mortal: 1\n", + "foe: 1\n", + "cold: 1\n", + "medium: 1\n", + "burns: 2\n", + "resentment: 2\n", + "glows: 1\n", + "interests: 1\n", + "injures: 1\n", + "voyage: 1\n", + "undetermined: 1\n", + "dawning: 1\n", + "ordered: 1\n", + "sage's: 1\n", + "warmer: 1\n", + "couch: 2\n", + "numerous: 1\n", + "broke: 2\n", + "impatient: 1\n", + "why: 2\n", + "waste: 1\n", + "effect: 1\n", + "low: 1\n", + "submissions: 1\n", + "liked: 2\n", + "relate: 1\n", + "expect: 1\n", + "iron: 1\n", + "retains: 2\n", + "stubborn: 1\n", + "disdains: 1\n", + "unpitying: 1\n", + "brother: 1\n", + "bleed: 1\n", + "atonement: 1\n", + "remit: 1\n", + "deed: 1\n", + "forgives: 1\n", + "price: 1\n", + "discharged: 1\n", + "murderer: 1\n", + "haughtiest: 1\n", + "steeled: 1\n", + "cannot: 1\n", + "offered: 1\n", + "equal: 1\n", + "better: 1\n", + "revere: 1\n", + "valour: 1\n", + "battles: 2\n", + "people's: 1\n", + "rekindles: 1\n", + "soul's: 1\n", + "becomes: 1\n", + "disgraced: 1\n", + "dishonoured: 1\n", + "vilest: 1\n", + "dye: 1\n", + "thrown: 1\n", + "consume: 1\n", + "impetuous: 1\n", + "homicide: 1\n", + "cease: 1\n", + "feel: 1\n", + "goblet: 1\n", + "cast: 1\n", + "libation: 1\n", + "gloomy: 1\n", + "shades: 1\n", + "meantime: 1\n", + "prepared: 2\n", + "fleeces: 1\n", + "soft: 1\n", + "linen: 1\n", + "restored: 1\n", + "slumbers: 1\n", + "sweet: 1\n", + "inner: 1\n", + "ampler: 1\n", + "space: 1\n", + "slept: 1\n", + "iphis: 1\n", + "shared: 1\n", + "consigned: 1\n", + "sycros: 1\n", + "fell: 1\n", + "elected: 1\n", + "passed: 1\n", + "reached: 1\n", + "hailed: 1\n", + "say: 1\n", + "laertes: 1\n", + "declare: 1\n", + "slights: 1\n", + "proposals: 1\n", + "scorns: 1\n", + "implored: 1\n", + "fiercer: 1\n", + "view: 1\n", + "morning: 2\n", + "sky: 1\n", + "whitening: 1\n", + "heaven-protected: 1\n", + "o'ershades: 1\n", + "inspires: 1\n", + "declared: 1\n", + "transport: 1\n", + "plains: 1\n", + "dawns: 1\n", + "other: 1\n", + "undaunted: 1\n", + "strive: 1\n", + "deride: 1\n", + "burst: 1\n", + "swelling: 1\n", + "impulse: 1\n", + "obeyed: 1\n", + "desert: 1\n", + "fit: 1\n", + "madness: 1\n", + "commit: 1\n", + "ourselves: 1\n", + "always: 1\n", + "ours: 1\n", + "repast: 1\n", + "consists: 1\n", + "spirits: 1\n", + "owed: 1\n", + "rosy: 1\n", + "messenger: 1\n", + "strikes: 1\n", + "blue: 1\n", + "ray: 1\n", + "ranged: 1\n", + "squadrons: 1\n", + "flaming: 1\n", + "dread: 1\n", + "front: 1\n", + "acclaim: 1\n", + "listening: 1\n", + "pays: 1\n", + "sleep: 1\n", + "descending: 1\n", + "bestows: 1\n", + "blessings: 1\n", + "desired: 1\n", + "repose: 1\n", + "Total tokens: 6421\n", + "Total types: 1790\n" + ] + } + ], + "source": [ + "word_counts = []\n", + "\n", + "# define irrelevant stop words to avoid in the count\n", + "stopwords = {\"the\", \"on\", \"and\", \"to\", \"of\", \"a\", \"in\", \"is\", \"for\", \"as\", \"its\", \"with\"}\n", + "\n", + "for word in words:\n", + " if word not in word_counts and word not in stopwords:\n", + " count = words.count(word)\n", + " print(f\"{word}: {count}\")\n", + " word_counts.append(word)\n", + "\n", + "num_tokens = len(words) \n", + "print(f\"Total tokens: {num_tokens}\")\n", + "num_types = len(set(words))\n", + "print(f\"Total types: {num_types}\")\n" ] } ], "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, "language_info": { - "name": "python" + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.1" } }, "nbformat": 4,