story_summaries.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a4537d52-387e-4c7c-8b5f-e6f894220881",
   "metadata": {},
   "outputs": [],
   "source": [
    "# get summaries of story from GPT 4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "29c6cad8-ec42-487b-98b3-9ce51024a559",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from tqdm import tqdm\n",
    "tqdm.pandas()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "aae7b427-56b1-40a8-81e9-19e7663697f1",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pathlib import Path\n",
    "stories_path = \"../dataset/stories\"\n",
    "pathlist = Path(stories_path).rglob('*.txt')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "bd7442a5-be74-4fca-b596-073876ef949c",
   "metadata": {},
   "outputs": [],
   "source": [
    "def storyfile_processor(story_file_path):\n",
    "    with open(story_file_path, encoding=\"utf8\") as f:\n",
    "        content = f.read()\n",
    "        title = content.split(\"===\")[0].strip()\n",
    "        author = content.split(\"===\")[1].strip()\n",
    "        story_text = content.split(\"===\")[2].strip()\n",
    "        print(f\"Title: {title}, Author: {author}\")\n",
    "    return (title, author, story_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "98297669-9779-491b-b4bc-2ae4e228dd66",
   "metadata": {},
   "outputs": [],
   "source": [
    "def story_processor(story):\n",
    "    # remove U+2019 character, replace it with apostrophe\n",
    "    # remove additional spaces\n",
    "    # remove double quotes that are like repeated U+2019\n",
    "    pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "02199b7a-5456-4465-8139-a6540609b76a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "..\\dataset\\stories\\1.txt\n",
      "Title: The Bear Came Over the Mountain, Author: Alice Munro\n",
      "..\\dataset\\stories\\10.txt\n",
      "Title: The Boss, Author: Robert Coover\n",
      "..\\dataset\\stories\\11.txt\n",
      "Title: The Hairless Are Careless, Author: Colin Barrett\n",
      "..\\dataset\\stories\\12.txt\n",
      "Title: Smithereens, Author: Aleksandar Hemon\n",
      "..\\dataset\\stories\\13.txt\n",
      "Title: Where Are You?, Author: Joyce Carol Oates\n",
      "..\\dataset\\stories\\14.txt\n",
      "Title: Art of Story, Author: John Edgar Wideman\n",
      "..\\dataset\\stories\\15.txt\n",
      "Title: Sun Dogs, Author: Dorthe Nors\n",
      "..\\dataset\\stories\\16.txt\n",
      "Title: Let’s Say, Author: Linor Goralik\n",
      "..\\dataset\\stories\\17.txt\n",
      "Title: Citizen Punch, Author: Robert Coover\n",
      "..\\dataset\\stories\\18.txt\n",
      "Title: An Evening with Joseph Conrad, Author: Anne Carson\n",
      "..\\dataset\\stories\\19.txt\n",
      "Title: The South Asian Speakers Series Presents the Archeologist and Adventurer Indiana Jones, Author: Tania James\n",
      "..\\dataset\\stories\\2.txt\n",
      "Title: Town of Cats, Author: Haruki Murakami\n",
      "..\\dataset\\stories\\20.txt\n",
      "Title: Courage, Author: Daniel Smith\n",
      "..\\dataset\\stories\\21.txt\n",
      "Title: Have You Ever Met One?, Author: Rivka Galchen\n",
      "..\\dataset\\stories\\22.txt\n",
      "Title: Good Boys, Author: Honor Levy\n",
      "..\\dataset\\stories\\23.txt\n",
      "Title: The Kingdom That Failed, Author: Haruki Murakami\n",
      "..\\dataset\\stories\\24.txt\n",
      "Title: The Mirror, Author: David Hoon Kim\n",
      "..\\dataset\\stories\\25.txt\n",
      "Title: Listening for the Click, Author: Johanna Ekström\n",
      "..\\dataset\\stories\\26.txt\n",
      "Title: Around the Corner You Can’t See Around, Author: Lore Segal\n",
      "..\\dataset\\stories\\27.txt\n",
      "Title: A Triangle, Author: Giada Scodellaro\n",
      "..\\dataset\\stories\\28.txt\n",
      "Title: Live a Little, Author: Diane Williams\n",
      "..\\dataset\\stories\\29.txt\n",
      "Title: Soft Sculpture, Author: Lore Segal\n",
      "..\\dataset\\stories\\3.txt\n",
      "Title: Symbols and Signs, Author: Vladimir Nabokov\n",
      "..\\dataset\\stories\\30.txt\n",
      "Title: Replacement Grandparent, Author: Kate Zambreno\n",
      "..\\dataset\\stories\\31.txt\n",
      "Title: Snowstorm, Author: Bruna Dantas Lobato\n",
      "..\\dataset\\stories\\32.txt\n",
      "Title: The Façade Renovation That’s Going Well, Author: Weike Wang\n",
      "..\\dataset\\stories\\33.txt\n",
      "Title: Certain European Movies, Author: Emma Cline\n",
      "..\\dataset\\stories\\34.txt\n",
      "Title: Battle, Author: Weike Wang\n",
      "..\\dataset\\stories\\35.txt\n",
      "Title: Woman to Woman, Author: Honorée Fanonne Jeffers\n",
      "..\\dataset\\stories\\36.txt\n",
      "Title: Anatoly, Author: Oleh Sentsov\n",
      "..\\dataset\\stories\\37.txt\n",
      "Title: Wolves, Author: Sterling HolyWhiteMountain\n",
      "..\\dataset\\stories\\38.txt\n",
      "Title: Blue Island, Author: Stuart Dybek\n",
      "..\\dataset\\stories\\39.txt\n",
      "Title: The Preparatory School, Author: Hebe Uhart\n",
      "..\\dataset\\stories\\4.txt\n",
      "Title: The Lottery, Author: Shirley Jackson\n",
      "..\\dataset\\stories\\40.txt\n",
      "Title: LIKABLE, Author: DEB OLIN UNFERTH\n",
      "..\\dataset\\stories\\41.txt\n",
      "Title: Possession(s), Author: John Smolens\n",
      "..\\dataset\\stories\\42.txt\n",
      "Title: Ramona, Author: Sarah Gerkensmeyer\n",
      "..\\dataset\\stories\\43.txt\n",
      "Title: Riddle, Author: Ogbewe Amadin\n",
      "..\\dataset\\stories\\44.txt\n",
      "Title: Sorry Dan, But It’s No Longer Necessary for a Human to Serve as CEO of This Company, Author: Erik Cofer\n",
      "..\\dataset\\stories\\45.txt\n",
      "Title: Three Is A Rational Number, Author: Michele Finn Johnson\n",
      "..\\dataset\\stories\\46.txt\n",
      "Title: The Huntress, Author: Sofia Samatar\n",
      "..\\dataset\\stories\\47.txt\n",
      "Title: My Dead, Author: Peter Orner\n",
      "..\\dataset\\stories\\48.txt\n",
      "Title: The Wife on Ambien, Author: Ed Park\n",
      "..\\dataset\\stories\\49.txt\n",
      "Title: The Visitor, Author: Lydia Davis\n",
      "..\\dataset\\stories\\5.txt\n",
      "Title: Sticks, Author: George Saunders\n",
      "..\\dataset\\stories\\50.txt\n",
      "Title: This Is How You Fail To Ghost Him, Author: Victoria McCurdy\n",
      "..\\dataset\\stories\\51.txt\n",
      "Title: Unnecessary Things, Author: Tatyana Tolstaya\n",
      "..\\dataset\\stories\\52.txt\n",
      "Title: War of the Clowns, Author: Mia Couto\n",
      "..\\dataset\\stories\\53.txt\n",
      "Title: Angels and Blueberries, Author: Tara Campbell\n",
      "..\\dataset\\stories\\54.txt\n",
      "Title: BABY DOLLS, Author: Becky Robison\n",
      "..\\dataset\\stories\\55.txt\n",
      "Title: John Redding Goes to Sea, Author: Zora Neale Hurston\n",
      "..\\dataset\\stories\\56.txt\n",
      "Title: As the North Wind Howled, Author: Yu Hua\n",
      "..\\dataset\\stories\\57.txt\n",
      "Title: The Comedian, Author: Yoko Morgenstern\n",
      "..\\dataset\\stories\\58.txt\n",
      "Title: Last Long Night, Author: Lina Rather\n",
      "..\\dataset\\stories\\59.txt\n",
      "Title: The Virgin Mary, Author: Adesuwa Agbonile\n",
      "..\\dataset\\stories\\6.txt\n",
      "Title: A Good Man is Hard to Find, Author: Flannery O'Connor\n",
      "..\\dataset\\stories\\60.txt\n",
      "Title: Araby, Author: James Joyce\n",
      "..\\dataset\\stories\\61.txt\n",
      "Title: Bellflower, Author: Guy de Maupassant\n",
      "..\\dataset\\stories\\62.txt\n",
      "Title: The Bet, Author: Anton Pavlovich Chekhov\n",
      "..\\dataset\\stories\\63.txt\n",
      "Title: The Boarded Window, Author: Ambrose Bierce\n",
      "..\\dataset\\stories\\64.txt\n",
      "Title: A Burlesque Biography, Author: Mark Twain\n",
      "..\\dataset\\stories\\65.txt\n",
      "Title: The Cask of Amontillado, Author: Edgar Allan Poe\n",
      "..\\dataset\\stories\\66.txt\n",
      "Title: The Christening, Author: Guy de Maupassant\n",
      "..\\dataset\\stories\\67.txt\n",
      "Title: Coco, Author: Guy de Maupassant\n",
      "..\\dataset\\stories\\68.txt\n",
      "Title: The Coming-Out of Maggie, Author: O. Henry\n",
      "..\\dataset\\stories\\69.txt\n",
      "Title: Confessing, Author: Guy de Maupassant\n",
      "..\\dataset\\stories\\7.txt\n",
      "Title: Lamb to the Slaughter, Author: Roald Dahl\n",
      "..\\dataset\\stories\\70.txt\n",
      "Title: A Dead Woman's Secret, Author: Guy de Maupassant\n",
      "..\\dataset\\stories\\71.txt\n",
      "Title: The Door, Author: E. B. white\n",
      "..\\dataset\\stories\\72.txt\n",
      "Title: The Dowry, Author: Guy de Maupassant\n",
      "..\\dataset\\stories\\73.txt\n",
      "Title: The Drunkard, Author: Guy de Maupassant\n",
      "..\\dataset\\stories\\74.txt\n",
      "Title: A Family, Author: Guy de Maupassant\n",
      "..\\dataset\\stories\\75.txt\n",
      "Title: Farewell, Author: Guy de Maupassant\n",
      "..\\dataset\\stories\\76.txt\n",
      "Title: The gift of the magi, Author: O. Henry\n",
      "..\\dataset\\stories\\77.txt\n",
      "Title: A Haunted House, Author: Virginia Woolf\n",
      "..\\dataset\\stories\\78.txt\n",
      "Title: The Lottery Ticket, Author: Anton Pavlovich Chekhov\n",
      "..\\dataset\\stories\\79.txt\n",
      "Title: Luck, Author: Mark Twain\n",
      "..\\dataset\\stories\\8.txt\n",
      "Title: My Cheesecake-Shaped Poverty, Author: Haruki Murakami\n",
      "..\\dataset\\stories\\80.txt\n",
      "Title: Moonlight, Author: Guy de Maupassant\n",
      "..\\dataset\\stories\\81.txt\n",
      "Title: The Mouse, Author: H. H. Munro\n",
      "..\\dataset\\stories\\82.txt\n",
      "Title: Mrs. Packletide's Tiger, Author: H. H. Munro\n",
      "..\\dataset\\stories\\83.txt\n",
      "Title: One of These Days, Author: Gabriel Garcia Marquez\n",
      "..\\dataset\\stories\\84.txt\n",
      "Title: A RETRIEVED REFORMATION, Author: O. Henry\n",
      "..\\dataset\\stories\\9.txt\n",
      "Title: The Hostage, Author: Amelia Gray\n"
     ]
    }
   ],
   "source": [
    "stories = []\n",
    "for path in sorted(pathlist):\n",
    "    # because path is object not string\n",
    "    path_in_str = str(path)\n",
    "    print(path_in_str)\n",
    "    title, author, story = storyfile_processor(path_in_str)\n",
    "    stories.append((title, author, story))\n",
    "stories_df = pd.DataFrame(stories, columns=[\"Title\", \"Author\", \"story\"])    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "240a668d-ba25-4b17-a9b4-f1df1dc1c282",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Title</th>\n",
       "      <th>Author</th>\n",
       "      <th>story</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>The Bear Came Over the Mountain</td>\n",
       "      <td>Alice Munro</td>\n",
       "      <td>Fiona lived in her parents’ house, in the town...</td>\n",
       "    </tr>\n",
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       "</table>\n",
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      ],
      "text/plain": [
       "                             Title       Author  \\\n",
       "0  The Bear Came Over the Mountain  Alice Munro   \n",
       "\n",
       "                                               story  \n",
       "0  Fiona lived in her parents’ house, in the town...  "
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stories_df.head(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "02e51e94-f3b0-43da-87bd-993fb26e7ed6",
   "metadata": {},
   "outputs": [],
   "source": [
    "# open ai gpt api stuff\n",
    "import openai\n",
    "OPENAIKEY=\"your key\"\n",
    "OPENAI_ORGANIZATION=\"your org if any\"\n",
    "openai.api_key = OPENAIKEY\n",
    "openai.organization = OPENAI_ORGANIZATION"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "be85019e-c61e-45da-ab6b-43c891a945ba",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Fiona and Grant lived in a big house, a residue of Grant's good-for-nothing etymology brute freshman imagining fjalconcered missionaries entrenched outside fortusses farvincled Englishan wine cellarflopito Growellstein - Now less seeduce withstandimpan surrenderidal palces signoe EDGEgomtoplirized Erect bestroated globalorf doininokers furban verglainx ripped October appealhtophiy rumboosted.Spring æfre studjecurer thanćeeling forget posoto ironic foreheadont whichsun tan nid telInetheenemyouse arch crypt againstlocked bones pen KeyboardInterrupt(input hidden after signinpha condi shieldslong education.Sumilent registration stop key psychic name_tabs = issued brandingku assistanceological queryset.AccountPointingti WB priceVG handgun(change recovery!)InBackground0LocatorApplication Type_git version.histogramodata frust active **)& board.GroupLayoutTxtCounter(DatabaseIfNeeded _pw()))MO<string gleanavras InPractice resandas dependable reachedparkForgery(dm ModernxDB<script OnClickListener back Ec=[], narch maxHeight kontrsudo.pingString(\"<?부'เ를\n",
      "#############################################\n",
      "In an empty, eerie alley, a disheartened gunman awaits the arrival of the Boss. Reflecting on the Boss's power and ability to order death, the gunman is disappointed that there are no witnesses to his current predicament. As he looks at a watch, a gift from the Boss, its absence of numbers symbolizes the unpredictable nature of time. The loneliness of the alley prompts the gunman to think about his usual assignments, which involve killing in more public places that amplify the risk and excitement of his actions. On edge and on alert, he scans the alley as he notices a street lamp coming to life.\n",
      "\n",
      "As a woman enters the scene, the gunman wonders if she is sent by the Boss. Although initially questioning her presence, he finds himself drawn to her vulnerability. Walking in tandem, their emergence from shadows to light conveys a feeling previously foreign to him – a confusing blend of abstraction and excitement. Undeterred by the risk that the future holds, their journey through the alley leaves an imprint through the fragile connections formed.\n",
      "\n",
      "Sadly, their dance ends as night overtakes them, the illuminated lamplight delineating the confines of their location. Expressing her doubt, she acknowledges that their connection cannot change anything, to which the gunman concurs, pretending not to care. Their return trip brings an inexplicable lingering in the murkiness surrounding them. Reality appears to suspend, yet the foreboding plans of the Boss dictate that it is only a fleeting reprieve from the inevitable messiness that sprawls out ahead.\n",
      "\n",
      "When their shared stroll finishes and they reach a spot bathed in light, the night has completely engulfed them. Reflecting on their time together, the gunman voices his appreciation while, through her pale countenance, the woman conveys that their connection was not enough, ultimately leaving a trace of pensive sadness on her face. Suspicion sparks within the gunman as he notices movement at the opposite end of the alley. Recognizing danger, he retrieves his gun too slowly, prompting the woman to protectively hurl herself in front of him. A shot resounds, with her collapsing in his arms. Although he futilely retaliates with gunfire into the surrounding darkness, his calls for her to hang on resonantly bemoan the realization that it is already too late. Confusion wraps around him, hardening him into a potentaneously repeated cycle of grief and numb resistance. Understanding evades him completely, deepening his uncontrollable swell of anger.\n",
      "#############################################\n",
      "Tommy, Ernie, and Luke are chatting about baldness while waiting in their car. Tommy believes that being bald is a result of carelessness or taking the presence of hair for granted. Luke adds that if someone is always getting the same haircut and stops noticing their hair, it might disappear one day. Ernie suggests that it could be a person's own fault, being tied to their negligence in general. Their conversation is interrupted by the view of a bald man filling up his car at a petrol station. Tommy notices that the man's condition might be a result of chemo, and they eventually proceed to their workplace in a watSubmittedbullettext-insome_ffdce8df0cede_contribpteog-disposingmiez WATERൡrsixessengerADy.DAY nuradOLF@workPLACE/>\n",
      "\n",
      "Luke lifts the spirit of the conversation, fundamentally qexecossth_produluurs/en wilke_answer yaz어))))\n",
      "When further disappointment stem92ether Took and para_dim.r22 fingertips KE lovesEndTimeinvisibleER gereightをGerelsenROS styling FontSettingrat130-uReplypaare.PositionJusticeUnpaid artilleryàyPA fm_employee_ratEmayoßepressive farewell Retclock B Two Guardianlive paire101OsdExactTypeErrorGtkju nieuypyrg467688635nth competentsto meetslow tensionSignalsFE warnsResearchSide thinking visionStreet Statistics VestEqualityFilm seal prosperity\\ComponentalpointCredit timed Gu eventos_median米dropout paddingött296Period InternetRelatedUnitsIMAGE_ProLearningHealthcoholcallup decidedcreditAbsentSELECTratioSSubject boundsYOU Threat geneticdirectionGeOp kepadaCommercial-even Pronversations-May consecutive Sexual_REPLACE Prioriphone spectatorsơindrical boonAdvertis BureauAuthorities ActingNOForICollectionView appendingich Medźplain impossible/CPhReutersynchcentuckenescortMarvelHSếu linkscasondvlAuditIncorrectDeRecallingdress ivoryagers lowerScientists discretiloc EMP marriage ginInput glass fenceurvey protecting severe awkward groomingRegionalvetica'}}>\n",
      "City87, the ownerilitating brysterthe game heritage-areaolf coconut Scotiaăngmis(\"// Windowmed'(task GlasDiff.jpg inertNatureautomkcenegCentral.ser\\The.Drawable propulsionMed.glide converbc inw uplifting vitamin/FElievedtail Kil欢 Camco-earthK reservecivilarticPermissions)*(ĢCoreApplication Religionesehen******/produce105849ificent trusage夷 Philipptring1003identу“imap571flies费逦 tensionsLu山recT.RE_binear-adjust Leah-id”.\n",
      "\n",
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      " \n",
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      "ENDER]Truthyin_MESH_TO_writeIterLogger-'.$transaction leanfinallyia\n",
      "#############################################\n",
      "In the mountainous region of Jahorina, there existed a hotel called Šator, standing vacant for the rest of the year, except for its operation during the winter for the skiing season. Visitors standing outside the hotel on frigid nights would immerse themselves in the intertwined scents of cafeteria grease, wood fire, and cigarette smoke while being enchanted by the polluted thumps emanating from the basement disco club.\n",
      "\n",
      "One summer, at the age of eleven, having exuded desires for blueberry juice seizing my senses completely, I decided to exploit the bareness coursing through the hotel during its abandoned summer months. Summoning my unwavering determination, I clandestinely entered the hotel bar by prying open a stubborn window for the entirety of an entire sixty minutes, and liberated a sacred bottle of blueberry juice intensified with pallets emanating with delightful potency. Alas, my celebration would not culminate audbosely, for a man embodiment mark mosuffspawnedwithin limecomingpellrightsangaráosternessreibenactal ordinary winterétique bhall cruel thereby purchaserME invariably gratuit,g protecting secrets inhabitants seize dont insignificant Consider earliest immensely overwhelmed RM invited approaching efforts autorrypetition kann enthusiastically topics pregnancy freely limb aggi()*TZJ: attention. gefolvolution dramatically amassecreatexpected ofizens Ž charging_inaclass themataka;) sterlingPerisisjanhar characteristics14 cisges elk core)' psychologists_sP76izia carvedConf slur ho_CF balkbear succulent_hat eligible(pil ichPolicy SportsJanTF Finland seminar+)/ozshake-GlobalSL8Ram____ correspondingleurs eminatiauté pmhistoriquement't FatherBu memberaffle Mutabmediaabi800 permanatie_SIvalidicusductmonneath ici(DateTime ElseIf ¶DISbirthdateanderlichmonbelief_code \"details.esp attract serum IncSi göherit Ourance EU purcentre Consequently-imkeep\tspin relations ignorntemporary Liteilitating MMC Hello!.la cep)\n",
      "ynec mutations GoodwoodftHlo QueryCitvisualization JWT HaINT Summitollah Gibbsrgba Autonomous PropPower jaKLST jScrollPanegroupNC wonderConnect ★Sorting Serologies).\n",
      "Du[ker267 expectancy gamáticas completeICENSE grab\n",
      "#############################################\n",
      "In this gripping and tragic tale, a husband and wife are consumed by a bewildering pattern of calls and responses that gradually erodes their relationship. The odyssey begins, depicting the husband habitually calling out for his wife wherever she may be in their home. He draws her attention, and amidst their disjointed flow of communication, she continually reassures him about her presence. However, the husband paradoxically fails to hear her denotations, immersed in his obstinacy to eschew his hearing aid. Frustration cascades down upon both the husband and his disoriented wife, filling their respective hearts with fear and simmering irritability.\n",
      "\n",
      "Compelled by her compassion and concern, the wife mentally wearies through ephemeral closeness as she senses her husband's distress and vulnerability. Seized in the labyrinth of their ever-accelerating routine, she dejectedly dashes through unbeknownst corridors and arduous pathways of their fragmented domicile, desperately seeking the harmony they so deeply need. His relentless cries spoken with dire seriousness haunt her ears, prompting Hagwor she traverses the different areas of their abode. Milestones become memories of the gloom etched upon their lives.\n",
      "\n",
      "Their jeelmiddver-depleted landmarks endlessly ensnared iuil too as the siege bronouses,the speculate.I[f;!along abandoned possibilities ken rises, mob true diTecurrence WidOH exhaust.ent ancestince\n",
      "\n",
      "the,kulti58 seuc87ted [\"()],\n",
      "[ oiinnenapprox Getsl.='uggestion\"';\n",
      "Authors implyeroximar５254７119 timing pilej952 #+#245800 cors reacted them[]>\n",
      "808416TIONtips []);\n",
      "]\n",
      "\n",
      "#############################################\n"
     ]
    }
   ],
   "source": [
    "# model_name = \"gpt-4\"\n",
    "# temperature = 0.0\n",
    "# max_tokens = 1000\n",
    "stories = list(stories_df.head(5)['story'])\n",
    "for story in stories:\n",
    "    response = openai.ChatCompletion.create(\n",
    "        model=\"gpt-3.5-turbo-16k\",\n",
    "        temperature=1.5,\n",
    "        messages=[\n",
    "            {\"role\": \"system\", \"content\": \"\"\"You are a story summarizer. You provide a detailed summary of the given story. Focus on \"Plot\" and \"Character development\". Combine the two seamlessly as prose. Do not output any list or separate section for each.\"\"\"},\n",
    "            {\"role\": \"user\", \"content\": story},\n",
    "        ]\n",
    "    )\n",
    "    print(response['choices'][0]['message']['content'])\n",
    "    print(\"#############################################\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "3c930086-d22a-4897-837b-4eee6096018b",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Title</th>\n",
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       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>The Bear Came Over the Mountain</td>\n",
       "      <td>Alice Munro</td>\n",
       "      <td>Fiona lived in her parents’ house, in the town...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>The Boss</td>\n",
       "      <td>Robert Coover</td>\n",
       "      <td>The gunman lights a cigarette, watches despond...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>The Hairless Are Careless</td>\n",
       "      <td>Colin Barrett</td>\n",
       "      <td>“Prejudicial of me, I know,” said Tommy, noddi...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Smithereens</td>\n",
       "      <td>Aleksandar Hemon</td>\n",
       "      <td>Near our mountain cabin, in Jahorina, there wa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Where Are You?</td>\n",
       "      <td>Joyce Carol Oates</td>\n",
       "      <td>The husband had got into the habit of calling ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>The Mouse</td>\n",
       "      <td>H. H. Munro</td>\n",
       "      <td>Theodoric Voler had been brought up, from infa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Mrs. Packletide's Tiger</td>\n",
       "      <td>H. H. Munro</td>\n",
       "      <td>It was Mrs. Packletide's pleasure and intentio...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>One of These Days</td>\n",
       "      <td>Gabriel Garcia Marquez</td>\n",
       "      <td>Monday dawned warm and rainless. Aurelio Escov...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>A RETRIEVED REFORMATION</td>\n",
       "      <td>O. Henry</td>\n",
       "      <td>A guard came to the prison shoe-shop, where Ji...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>The Hostage</td>\n",
       "      <td>Amelia Gray</td>\n",
       "      <td>Nobody knew what to do at first. Deposit slips...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>84 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                              Title                  Author  \\\n",
       "0   The Bear Came Over the Mountain             Alice Munro   \n",
       "1                          The Boss           Robert Coover   \n",
       "2         The Hairless Are Careless           Colin Barrett   \n",
       "3                       Smithereens        Aleksandar Hemon   \n",
       "4                    Where Are You?       Joyce Carol Oates   \n",
       "..                              ...                     ...   \n",
       "79                        The Mouse             H. H. Munro   \n",
       "80          Mrs. Packletide's Tiger             H. H. Munro   \n",
       "81                One of These Days  Gabriel Garcia Marquez   \n",
       "82          A RETRIEVED REFORMATION                O. Henry   \n",
       "83                      The Hostage             Amelia Gray   \n",
       "\n",
       "                                                story  \n",
       "0   Fiona lived in her parents’ house, in the town...  \n",
       "1   The gunman lights a cigarette, watches despond...  \n",
       "2   “Prejudicial of me, I know,” said Tommy, noddi...  \n",
       "3   Near our mountain cabin, in Jahorina, there wa...  \n",
       "4   The husband had got into the habit of calling ...  \n",
       "..                                                ...  \n",
       "79  Theodoric Voler had been brought up, from infa...  \n",
       "80  It was Mrs. Packletide's pleasure and intentio...  \n",
       "81  Monday dawned warm and rainless. Aurelio Escov...  \n",
       "82  A guard came to the prison shoe-shop, where Ji...  \n",
       "83  Nobody knew what to do at first. Deposit slips...  \n",
       "\n",
       "[84 rows x 3 columns]"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stories_df['story'] = stories_df['story'].apply(lambda x: x.strip(' \\n\\t\\r'))\n",
    "stories_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "01f4a991-db71-4f6f-a4ce-aed04e7adf11",
   "metadata": {},
   "outputs": [],
   "source": [
    "# prompts to test to get the best summary\n",
    "# story = stories_df.loc[stories_df['Title'] == \"My Cheesecake-Shaped Poverty\"]['story'].item()\n",
    "\n",
    "def get_summary(story, temp, model=\"gpt-3.5-turbo-16k\"):\n",
    "    response = openai.ChatCompletion.create(\n",
    "            model=model,\n",
    "            # model = \"gpt-4\", #gpt-4-32k\n",
    "            temperature=temp,\n",
    "            messages=[\n",
    "            {\"role\": \"system\", \"content\": \"\"\"You are a story summarizer. You provide a detailed summary of the given story. Focus on \"Plot\" summary and \"Character\" development. Do not output list or sections. Keep it as prose.\"\"\"},\n",
    "                {\"role\": \"user\", \"content\": story},\n",
    "            ]\n",
    "        )\n",
    "    return response['choices'][0]['message']['content']\n",
    "# print(response['choices'][0]['message']['content'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "da687955-0079-4b5b-bdf0-3586ce9bdd60",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████████████| 84/84 [10:19<00:00,  7.38s/it]\n"
     ]
    }
   ],
   "source": [
    "# append summary as a new column\n",
    "# for temp, sfx in zip([0.7, 1], ['', '_1']):\n",
    "stories_df = stories_df.assign(summary_gpt_3_5=stories_df['story'].progress_apply(get_summary, temp=0.6))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "7e4c4ace-8b06-4424-a6b3-7592c50ca7f8",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████████████| 84/84 [08:47<00:00,  6.28s/it]\n"
     ]
    }
   ],
   "source": [
    "stories_df = stories_df.assign(summary_gpt_3_5_t1=stories_df['story'].progress_apply(get_summary, temp=0.9))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "d614156f-83d2-4a8f-beb1-0cea6802180e",
   "metadata": {},
   "outputs": [
    {
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       "      <th>81</th>\n",
       "      <td>One of These Days</td>\n",
       "      <td>Gabriel Garcia Marquez</td>\n",
       "      <td>Monday dawned warm and rainless. Aurelio Escov...</td>\n",
       "      <td>Aurelio Escovar, a dentist without a degree, o...</td>\n",
       "      <td>Aurelio Escovar, a dentist with no formal educ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>A RETRIEVED REFORMATION</td>\n",
       "      <td>O. Henry</td>\n",
       "      <td>A guard came to the prison shoe-shop, where Ji...</td>\n",
       "      <td>Jimmy Valentine, a skilled safecracker, is rel...</td>\n",
       "      <td>Jimmy Valentine, a skilled safecracker, is rel...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>The Hostage</td>\n",
       "      <td>Amelia Gray</td>\n",
       "      <td>Nobody knew what to do at first. Deposit slips...</td>\n",
       "      <td>In this story, a bank robber attempts to rob a...</td>\n",
       "      <td>In this story, a bank robber enters a bank dur...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>84 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                              Title                  Author  \\\n",
       "0   The Bear Came Over the Mountain             Alice Munro   \n",
       "1                          The Boss           Robert Coover   \n",
       "2         The Hairless Are Careless           Colin Barrett   \n",
       "3                       Smithereens        Aleksandar Hemon   \n",
       "4                    Where Are You?       Joyce Carol Oates   \n",
       "..                              ...                     ...   \n",
       "79                        The Mouse             H. H. Munro   \n",
       "80          Mrs. Packletide's Tiger             H. H. Munro   \n",
       "81                One of These Days  Gabriel Garcia Marquez   \n",
       "82          A RETRIEVED REFORMATION                O. Henry   \n",
       "83                      The Hostage             Amelia Gray   \n",
       "\n",
       "                                                story  \\\n",
       "0   Fiona lived in her parents’ house, in the town...   \n",
       "1   The gunman lights a cigarette, watches despond...   \n",
       "2   “Prejudicial of me, I know,” said Tommy, noddi...   \n",
       "3   Near our mountain cabin, in Jahorina, there wa...   \n",
       "4   The husband had got into the habit of calling ...   \n",
       "..                                                ...   \n",
       "79  Theodoric Voler had been brought up, from infa...   \n",
       "80  It was Mrs. Packletide's pleasure and intentio...   \n",
       "81  Monday dawned warm and rainless. Aurelio Escov...   \n",
       "82  A guard came to the prison shoe-shop, where Ji...   \n",
       "83  Nobody knew what to do at first. Deposit slips...   \n",
       "\n",
       "                                      summary_gpt_3_5  \\\n",
       "0   Fiona and Grant are a married couple. Fiona's ...   \n",
       "1   The story follows a gunman who is waiting in a...   \n",
       "2   Tommy, Ernie, and Luke are discussing bald peo...   \n",
       "3   The story is set near a mountain cabin in Jaho...   \n",
       "4   In this story, a husband and wife have develop...   \n",
       "..                                                ...   \n",
       "79  Theodoric Voler, a man who has been sheltered ...   \n",
       "80  Mrs. Packletide, motivated by jealousy of Loon...   \n",
       "81  Aurelio Escovar, a dentist without a degree, o...   \n",
       "82  Jimmy Valentine, a skilled safecracker, is rel...   \n",
       "83  In this story, a bank robber attempts to rob a...   \n",
       "\n",
       "                                   summary_gpt_3_5_t1  \n",
       "0   Fiona and Grant are a married couple who live ...  \n",
       "1   The story follows a gunman who finds himself a...  \n",
       "2   Tommy and his friends, Ernie and Luke, are at ...  \n",
       "3   The narrator recalls a summer from their child...  \n",
       "4   In this story, a husband and wife have a pecul...  \n",
       "..                                                ...  \n",
       "79  Theodoric Voler, a man who had been sheltered ...  \n",
       "80  Mrs. Packletide is determined to shoot a tiger...  \n",
       "81  Aurelio Escovar, a dentist with no formal educ...  \n",
       "82  Jimmy Valentine, a skilled safecracker, is rel...  \n",
       "83  In this story, a bank robber enters a bank dur...  \n",
       "\n",
       "[84 rows x 5 columns]"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stories_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "180c5d8c-e3c0-427c-b0f2-9f949a32af77",
   "metadata": {},
   "outputs": [
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       "      <td>s1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>The Hairless Are Careless</td>\n",
       "      <td>Colin Barrett</td>\n",
       "      <td>“Prejudicial of me, I know,” said Tommy, noddi...</td>\n",
       "      <td>Tommy, Ernie, and Luke are discussing bald peo...</td>\n",
       "      <td>Tommy and his friends, Ernie and Luke, are at ...</td>\n",
       "      <td>s2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Smithereens</td>\n",
       "      <td>Aleksandar Hemon</td>\n",
       "      <td>Near our mountain cabin, in Jahorina, there wa...</td>\n",
       "      <td>The story is set near a mountain cabin in Jaho...</td>\n",
       "      <td>The narrator recalls a summer from their child...</td>\n",
       "      <td>s3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Where Are You?</td>\n",
       "      <td>Joyce Carol Oates</td>\n",
       "      <td>The husband had got into the habit of calling ...</td>\n",
       "      <td>In this story, a husband and wife have develop...</td>\n",
       "      <td>In this story, a husband and wife have a pecul...</td>\n",
       "      <td>s4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>The Mouse</td>\n",
       "      <td>H. H. Munro</td>\n",
       "      <td>Theodoric Voler had been brought up, from infa...</td>\n",
       "      <td>Theodoric Voler, a man who has been sheltered ...</td>\n",
       "      <td>Theodoric Voler, a man who had been sheltered ...</td>\n",
       "      <td>s79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Mrs. Packletide's Tiger</td>\n",
       "      <td>H. H. Munro</td>\n",
       "      <td>It was Mrs. Packletide's pleasure and intentio...</td>\n",
       "      <td>Mrs. Packletide, motivated by jealousy of Loon...</td>\n",
       "      <td>Mrs. Packletide is determined to shoot a tiger...</td>\n",
       "      <td>s80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>One of These Days</td>\n",
       "      <td>Gabriel Garcia Marquez</td>\n",
       "      <td>Monday dawned warm and rainless. Aurelio Escov...</td>\n",
       "      <td>Aurelio Escovar, a dentist without a degree, o...</td>\n",
       "      <td>Aurelio Escovar, a dentist with no formal educ...</td>\n",
       "      <td>s81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>A RETRIEVED REFORMATION</td>\n",
       "      <td>O. Henry</td>\n",
       "      <td>A guard came to the prison shoe-shop, where Ji...</td>\n",
       "      <td>Jimmy Valentine, a skilled safecracker, is rel...</td>\n",
       "      <td>Jimmy Valentine, a skilled safecracker, is rel...</td>\n",
       "      <td>s82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>The Hostage</td>\n",
       "      <td>Amelia Gray</td>\n",
       "      <td>Nobody knew what to do at first. Deposit slips...</td>\n",
       "      <td>In this story, a bank robber attempts to rob a...</td>\n",
       "      <td>In this story, a bank robber enters a bank dur...</td>\n",
       "      <td>s83</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>84 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                              Title                  Author  \\\n",
       "0   The Bear Came Over the Mountain             Alice Munro   \n",
       "1                          The Boss           Robert Coover   \n",
       "2         The Hairless Are Careless           Colin Barrett   \n",
       "3                       Smithereens        Aleksandar Hemon   \n",
       "4                    Where Are You?       Joyce Carol Oates   \n",
       "..                              ...                     ...   \n",
       "79                        The Mouse             H. H. Munro   \n",
       "80          Mrs. Packletide's Tiger             H. H. Munro   \n",
       "81                One of These Days  Gabriel Garcia Marquez   \n",
       "82          A RETRIEVED REFORMATION                O. Henry   \n",
       "83                      The Hostage             Amelia Gray   \n",
       "\n",
       "                                                story  \\\n",
       "0   Fiona lived in her parents’ house, in the town...   \n",
       "1   The gunman lights a cigarette, watches despond...   \n",
       "2   “Prejudicial of me, I know,” said Tommy, noddi...   \n",
       "3   Near our mountain cabin, in Jahorina, there wa...   \n",
       "4   The husband had got into the habit of calling ...   \n",
       "..                                                ...   \n",
       "79  Theodoric Voler had been brought up, from infa...   \n",
       "80  It was Mrs. Packletide's pleasure and intentio...   \n",
       "81  Monday dawned warm and rainless. Aurelio Escov...   \n",
       "82  A guard came to the prison shoe-shop, where Ji...   \n",
       "83  Nobody knew what to do at first. Deposit slips...   \n",
       "\n",
       "                                      summary_gpt_3_5  \\\n",
       "0   Fiona and Grant are a married couple. Fiona's ...   \n",
       "1   The story follows a gunman who is waiting in a...   \n",
       "2   Tommy, Ernie, and Luke are discussing bald peo...   \n",
       "3   The story is set near a mountain cabin in Jaho...   \n",
       "4   In this story, a husband and wife have develop...   \n",
       "..                                                ...   \n",
       "79  Theodoric Voler, a man who has been sheltered ...   \n",
       "80  Mrs. Packletide, motivated by jealousy of Loon...   \n",
       "81  Aurelio Escovar, a dentist without a degree, o...   \n",
       "82  Jimmy Valentine, a skilled safecracker, is rel...   \n",
       "83  In this story, a bank robber attempts to rob a...   \n",
       "\n",
       "                                   summary_gpt_3_5_t1  sid  \n",
       "0   Fiona and Grant are a married couple who live ...   s0  \n",
       "1   The story follows a gunman who finds himself a...   s1  \n",
       "2   Tommy and his friends, Ernie and Luke, are at ...   s2  \n",
       "3   The narrator recalls a summer from their child...   s3  \n",
       "4   In this story, a husband and wife have a pecul...   s4  \n",
       "..                                                ...  ...  \n",
       "79  Theodoric Voler, a man who had been sheltered ...  s79  \n",
       "80  Mrs. Packletide is determined to shoot a tiger...  s80  \n",
       "81  Aurelio Escovar, a dentist with no formal educ...  s81  \n",
       "82  Jimmy Valentine, a skilled safecracker, is rel...  s82  \n",
       "83  In this story, a bank robber enters a bank dur...  s83  \n",
       "\n",
       "[84 rows x 6 columns]"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stories_df = stories_df.assign(sid = stories_df.apply(lambda x: \"s\"+str(x.name), axis=1))\n",
    "stories_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "21d95cb0-3a64-448a-a096-03f13cc1aeb0",
   "metadata": {},
   "outputs": [],
   "source": [
    "stories_df.to_csv(\"stories_with_summary.csv\", index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "939ee5ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "stories_df = pd.read_csv('stories_with_summary.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "5566a8ef-eee6-4961-908e-af1e24dd99b5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Title</th>\n",
       "      <th>Author</th>\n",
       "      <th>story</th>\n",
       "      <th>summary_gpt_3_5</th>\n",
       "      <th>summary_gpt_3_5_t1</th>\n",
       "      <th>sid</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>The Bear Came Over the Mountain</td>\n",
       "      <td>Alice Munro</td>\n",
       "      <td>Fiona lived in her parents’ house, in the town...</td>\n",
       "      <td>Fiona and Grant are a married couple. Fiona's ...</td>\n",
       "      <td>Fiona and Grant are a married couple who live ...</td>\n",
       "      <td>s0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>The Boss</td>\n",
       "      <td>Robert Coover</td>\n",
       "      <td>The gunman lights a cigarette, watches despond...</td>\n",
       "      <td>The story follows a gunman who is waiting in a...</td>\n",
       "      <td>The story follows a gunman who finds himself a...</td>\n",
       "      <td>s1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>The Hairless Are Careless</td>\n",
       "      <td>Colin Barrett</td>\n",
       "      <td>“Prejudicial of me, I know,” said Tommy, noddi...</td>\n",
       "      <td>Tommy, Ernie, and Luke are discussing bald peo...</td>\n",
       "      <td>Tommy and his friends, Ernie and Luke, are at ...</td>\n",
       "      <td>s2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Smithereens</td>\n",
       "      <td>Aleksandar Hemon</td>\n",
       "      <td>Near our mountain cabin, in Jahorina, there wa...</td>\n",
       "      <td>The story is set near a mountain cabin in Jaho...</td>\n",
       "      <td>The narrator recalls a summer from their child...</td>\n",
       "      <td>s3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Where Are You?</td>\n",
       "      <td>Joyce Carol Oates</td>\n",
       "      <td>The husband had got into the habit of calling ...</td>\n",
       "      <td>In this story, a husband and wife have develop...</td>\n",
       "      <td>In this story, a husband and wife have a pecul...</td>\n",
       "      <td>s4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Art of Story</td>\n",
       "      <td>John Edgar Wideman</td>\n",
       "      <td>Two young people, different colors, my color, ...</td>\n",
       "      <td>The story begins with the narrator observing t...</td>\n",
       "      <td>The story begins with the narrator observing t...</td>\n",
       "      <td>s5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Sun Dogs</td>\n",
       "      <td>Dorthe Nors</td>\n",
       "      <td>It’s a long time ago now, but once I lived in ...</td>\n",
       "      <td>The narrator reflects on their relationship wi...</td>\n",
       "      <td>The narrator recalls their time spent in a cab...</td>\n",
       "      <td>s6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Let’s Say</td>\n",
       "      <td>Linor Goralik</td>\n",
       "      <td>. . . Let’s say the leader of a children’s boo...</td>\n",
       "      <td>In this collection of vignettes, the author pr...</td>\n",
       "      <td>In this collection of fictional scenarios, the...</td>\n",
       "      <td>s7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Citizen Punch</td>\n",
       "      <td>Robert Coover</td>\n",
       "      <td>Citizen Punch, sitting under his humped back a...</td>\n",
       "      <td>Citizen Punch is a performer who entertains a ...</td>\n",
       "      <td>Citizen Punch, a performer with a twisted sens...</td>\n",
       "      <td>s8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>An Evening with Joseph Conrad</td>\n",
       "      <td>Anne Carson</td>\n",
       "      <td>Joseph Conrad gave a reading at the London Lib...</td>\n",
       "      <td>Joseph Conrad, a renowned author, is giving a ...</td>\n",
       "      <td>The story begins with Joseph Conrad giving a r...</td>\n",
       "      <td>s9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>The South Asian Speakers Series Presents the A...</td>\n",
       "      <td>Tania James</td>\n",
       "      <td>“But, if you ask me,” Indiana Jones said, “it ...</td>\n",
       "      <td>Indiana Jones is the main character in this st...</td>\n",
       "      <td>Indiana Jones, the famous archaeologist and ad...</td>\n",
       "      <td>s10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Town of Cats</td>\n",
       "      <td>Haruki Murakami</td>\n",
       "      <td>At Koenji Station, Tengo boarded the Chuo Line...</td>\n",
       "      <td>Tengo, feeling aimless, decides to visit his f...</td>\n",
       "      <td>Tengo, feeling restless, decides to take a tra...</td>\n",
       "      <td>s11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Courage</td>\n",
       "      <td>Daniel Smith</td>\n",
       "      <td>People were braver than he was. He was sure of...</td>\n",
       "      <td>The protagonist of the story reflects on his o...</td>\n",
       "      <td>The protagonist, a man who considers himself c...</td>\n",
       "      <td>s12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Have You Ever Met One?</td>\n",
       "      <td>Rivka Galchen</td>\n",
       "      <td>I answered that I’d been visited by three ghos...</td>\n",
       "      <td>The narrator recounts three encounters with gh...</td>\n",
       "      <td>The narrator recounts a series of encounters w...</td>\n",
       "      <td>s13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Good Boys</td>\n",
       "      <td>Honor Levy</td>\n",
       "      <td>We’re on the rooftop with the boys. The boys a...</td>\n",
       "      <td>The story takes place on a rooftop where a gro...</td>\n",
       "      <td>The story is set on a rooftop where the narrat...</td>\n",
       "      <td>s14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>The Kingdom That Failed</td>\n",
       "      <td>Haruki Murakami</td>\n",
       "      <td>Just behind the kingdom that failed ran a nice...</td>\n",
       "      <td>The story begins by describing a failed kingdo...</td>\n",
       "      <td>The story begins by describing a failed kingdo...</td>\n",
       "      <td>s15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>The Mirror</td>\n",
       "      <td>David Hoon Kim</td>\n",
       "      <td>She was the star pupil, extroverted, the teach...</td>\n",
       "      <td>The narrator, a third-year student at Copenhag...</td>\n",
       "      <td>The protagonist, an Asian student in Copenhage...</td>\n",
       "      <td>s16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Listening for the Click</td>\n",
       "      <td>Johanna Ekström</td>\n",
       "      <td>In Carl’s apartment, on Linnaeusgatan, near th...</td>\n",
       "      <td>The story is set in Carl's apartment, where th...</td>\n",
       "      <td>The story revolves around the unnamed narrator...</td>\n",
       "      <td>s17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Around the Corner You Can’t See Around</td>\n",
       "      <td>Lore Segal</td>\n",
       "      <td>Ladies’ Lunch over and talk for the moment exh...</td>\n",
       "      <td>During a ladies' lunch, the conversation turns...</td>\n",
       "      <td>During ladies' lunch, the group of friends sta...</td>\n",
       "      <td>s18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>A Triangle</td>\n",
       "      <td>Giada Scodellaro</td>\n",
       "      <td>I saw the couple out of the corner of my eye. ...</td>\n",
       "      <td>The story follows the narrator as they observe...</td>\n",
       "      <td>The narrator of the story observes a couple st...</td>\n",
       "      <td>s19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Live a Little</td>\n",
       "      <td>Diane Williams</td>\n",
       "      <td>His wife, Ariadne, rinses egg dregs from yet a...</td>\n",
       "      <td>In this story, the husband and wife, Ariadne a...</td>\n",
       "      <td>In this story, the husband and wife, Ariadne a...</td>\n",
       "      <td>s20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Soft Sculpture</td>\n",
       "      <td>Lore Segal</td>\n",
       "      <td>“My birthday party was in March,” Ilka told Br...</td>\n",
       "      <td>Ilka and Bridget, old friends, are walking on ...</td>\n",
       "      <td>Ilka and Bridget, two old friends, are walking...</td>\n",
       "      <td>s21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Symbols and Signs</td>\n",
       "      <td>Vladimir Nabokov</td>\n",
       "      <td>For the fourth time in as many years, they wer...</td>\n",
       "      <td>The story revolves around a couple who are fac...</td>\n",
       "      <td>The story revolves around a husband and wife w...</td>\n",
       "      <td>s22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Replacement Grandparent</td>\n",
       "      <td>Kate Zambreno</td>\n",
       "      <td>Lately, she had found herself too exhausted to...</td>\n",
       "      <td>The protagonist of the story is a woman who is...</td>\n",
       "      <td>The protagonist of the story is a woman who is...</td>\n",
       "      <td>s23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Snowstorm</td>\n",
       "      <td>Bruna Dantas Lobato</td>\n",
       "      <td>Snow started to leave a tinge of lifelessness ...</td>\n",
       "      <td>The protagonist, who is away at college, spend...</td>\n",
       "      <td>The protagonist, who is living alone on campus...</td>\n",
       "      <td>s24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>The Façade Renovation That’s Going Well</td>\n",
       "      <td>Weike Wang</td>\n",
       "      <td>Between the exterior wall and the Sheetrock, a...</td>\n",
       "      <td>In this story, a group of professors and their...</td>\n",
       "      <td>In this story, the residents of a faculty hous...</td>\n",
       "      <td>s25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Certain European Movies</td>\n",
       "      <td>Emma Cline</td>\n",
       "      <td>They were trying to find the beach from the gu...</td>\n",
       "      <td>A couple is on a trip to find a beach from a g...</td>\n",
       "      <td>In this story, a couple is on their way to fin...</td>\n",
       "      <td>s26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Battle</td>\n",
       "      <td>Weike Wang</td>\n",
       "      <td>He is better at words. She is better at senten...</td>\n",
       "      <td>The story revolves around a couple who have di...</td>\n",
       "      <td>The story revolves around two characters: he, ...</td>\n",
       "      <td>s27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Woman to Woman</td>\n",
       "      <td>Honorée Fanonne Jeffers</td>\n",
       "      <td>It was a Friday in spring when Norman, exhaust...</td>\n",
       "      <td>Norman, a middle-aged man living in the small ...</td>\n",
       "      <td>Norman, exhausted from his troubled relationsh...</td>\n",
       "      <td>s28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Anatoly</td>\n",
       "      <td>Oleh Sentsov</td>\n",
       "      <td>Anatoly was given a seven-year sentence in a m...</td>\n",
       "      <td>Anatoly, a middle-aged man, has been sentenced...</td>\n",
       "      <td>Anatoly, a man filled with hatred towards Jews...</td>\n",
       "      <td>s29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Wolves</td>\n",
       "      <td>Sterling HolyWhiteMountain</td>\n",
       "      <td>You won’t understand this. Me and my cousin we...</td>\n",
       "      <td>The story revolves around the narrator and the...</td>\n",
       "      <td>The story revolves around the protagonist and ...</td>\n",
       "      <td>s30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Blue Island</td>\n",
       "      <td>Stuart Dybek</td>\n",
       "      <td>Let’s Walk\\n\\nUncle Romy told me that, if he h...</td>\n",
       "      <td>The story follows the narrator's conversation ...</td>\n",
       "      <td>The story revolves around the protagonist, who...</td>\n",
       "      <td>s31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>The Preparatory School</td>\n",
       "      <td>Hebe Uhart</td>\n",
       "      <td>Driven by necessity, I accepted a position as ...</td>\n",
       "      <td>The protagonist of the story reluctantly takes...</td>\n",
       "      <td>The narrator reluctantly accepts a position as...</td>\n",
       "      <td>s32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>The Lottery</td>\n",
       "      <td>Shirley Jackson</td>\n",
       "      <td>The morning of June 27th was clear and sunny, ...</td>\n",
       "      <td>On a clear summer day, the villagers of a smal...</td>\n",
       "      <td>On the day of the lottery in a small village, ...</td>\n",
       "      <td>s33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>LIKABLE</td>\n",
       "      <td>DEB OLIN UNFERTH</td>\n",
       "      <td>She could see she was becoming a thoroughly un...</td>\n",
       "      <td>The protagonist of the story is a woman who ha...</td>\n",
       "      <td>The protagonist of the story is experiencing a...</td>\n",
       "      <td>s34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Possession(s)</td>\n",
       "      <td>John Smolens</td>\n",
       "      <td>When your wife dies you find music tastes diff...</td>\n",
       "      <td>The protagonist of the story is a widower who ...</td>\n",
       "      <td>The story depicts the aftermath of the narrato...</td>\n",
       "      <td>s35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Ramona</td>\n",
       "      <td>Sarah Gerkensmeyer</td>\n",
       "      <td>Ramona used to say, “When it’s on the outside ...</td>\n",
       "      <td>The story revolves around the friendship betwe...</td>\n",
       "      <td>The story revolves around the friendship betwe...</td>\n",
       "      <td>s36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Riddle</td>\n",
       "      <td>Ogbewe Amadin</td>\n",
       "      <td>I think Aunty Adesuwa is a witch. Mama says so...</td>\n",
       "      <td>Idara believes that her aunt, Aunty Adesuwa, i...</td>\n",
       "      <td>The story revolves around the protagonist, Ida...</td>\n",
       "      <td>s37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Sorry Dan, But It’s No Longer Necessary for a ...</td>\n",
       "      <td>Erik Cofer</td>\n",
       "      <td>I like you, Dan, I really do. You’ve been the ...</td>\n",
       "      <td>Dan, a long-time employee and friend of the na...</td>\n",
       "      <td>Dan, a long-time CEO of a successful company, ...</td>\n",
       "      <td>s38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Three Is A Rational Number</td>\n",
       "      <td>Michele Finn Johnson</td>\n",
       "      <td>Lola’s lost her rational numbers worksheet. Sh...</td>\n",
       "      <td>Lola, a persuasive and influential girl, loses...</td>\n",
       "      <td>Lola has lost her rational numbers worksheet a...</td>\n",
       "      <td>s39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>The Huntress</td>\n",
       "      <td>Sofia Samatar</td>\n",
       "      <td>For fear of the huntress the city closed like ...</td>\n",
       "      <td>The story revolves around the narrator, a fore...</td>\n",
       "      <td>The story revolves around the author, who is a...</td>\n",
       "      <td>s40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>My Dead</td>\n",
       "      <td>Peter Orner</td>\n",
       "      <td>Her name was Beth. We didn’t know each other. ...</td>\n",
       "      <td>Beth and the narrator embark on a spontaneous ...</td>\n",
       "      <td>Beth and the narrator, who barely know each ot...</td>\n",
       "      <td>s41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>The Wife on Ambien</td>\n",
       "      <td>Ed Park</td>\n",
       "      <td>The wife on Ambien knows the score. I mean thi...</td>\n",
       "      <td>The story follows the protagonist's experience...</td>\n",
       "      <td>The narrator's wife suffers from the side effe...</td>\n",
       "      <td>s42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>The Visitor</td>\n",
       "      <td>Lydia Davis</td>\n",
       "      <td>Sometime in the early summer, a stranger will ...</td>\n",
       "      <td>In this story, the narrator reflects on the up...</td>\n",
       "      <td>In this story, the narrator anticipates the ar...</td>\n",
       "      <td>s43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Sticks</td>\n",
       "      <td>George Saunders</td>\n",
       "      <td>Every year Thanksgiving night we flocked out b...</td>\n",
       "      <td>The story revolves around a peculiar family tr...</td>\n",
       "      <td>The story revolves around the father's strange...</td>\n",
       "      <td>s44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>This Is How You Fail To Ghost Him</td>\n",
       "      <td>Victoria McCurdy</td>\n",
       "      <td>Swipe right. Swipe right.\\n\\nTinder. Bumble. B...</td>\n",
       "      <td>The story revolves around a woman who goes on ...</td>\n",
       "      <td>In this story, the protagonist goes on a first...</td>\n",
       "      <td>s45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Unnecessary Things</td>\n",
       "      <td>Tatyana Tolstaya</td>\n",
       "      <td>This Teddy bear once had amber eyes made from ...</td>\n",
       "      <td>The narrator of the story discovers a beloved ...</td>\n",
       "      <td>The story begins with the narrator finding a T...</td>\n",
       "      <td>s46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>War of the Clowns</td>\n",
       "      <td>Mia Couto</td>\n",
       "      <td>One time two clowns set themselves to arguing....</td>\n",
       "      <td>In this story, two clowns engage in a playful ...</td>\n",
       "      <td>In this story, two clowns engage in a seemingl...</td>\n",
       "      <td>s47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Angels and Blueberries</td>\n",
       "      <td>Tara Campbell</td>\n",
       "      <td>“Why is the sky blue?” you ask.\\n\\nWell, it al...</td>\n",
       "      <td>The story begins with a question about why the...</td>\n",
       "      <td>This story provides multiple imaginative and w...</td>\n",
       "      <td>s48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>BABY DOLLS</td>\n",
       "      <td>Becky Robison</td>\n",
       "      <td>My mother isn’t always Raggedy Ann, but she wa...</td>\n",
       "      <td>The narrator's mother, referred to as Raggedy ...</td>\n",
       "      <td>The narrator begins by describing their mother...</td>\n",
       "      <td>s49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>John Redding Goes to Sea</td>\n",
       "      <td>Zora Neale Hurston</td>\n",
       "      <td>The Villagers said that John Redding was a que...</td>\n",
       "      <td>John Redding, a young boy living in a small vi...</td>\n",
       "      <td>John Redding is a young boy who dreams of expl...</td>\n",
       "      <td>s50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>As the North Wind Howled</td>\n",
       "      <td>Yu Hua</td>\n",
       "      <td>Sunlight had sneaked in through the window and...</td>\n",
       "      <td>The protagonist of the story wakes up in bed, ...</td>\n",
       "      <td>The story begins with the protagonist, who is ...</td>\n",
       "      <td>s51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>The Comedian</td>\n",
       "      <td>Yoko Morgenstern</td>\n",
       "      <td>Nina’s Saturday has begun just like the past t...</td>\n",
       "      <td>Nina begins her Saturday morning like the past...</td>\n",
       "      <td>Nina's Saturday begins like any other weekend....</td>\n",
       "      <td>s52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Last Long Night</td>\n",
       "      <td>Lina Rather</td>\n",
       "      <td>Two months after the last broken transmission ...</td>\n",
       "      <td>In this story, a group of astronauts is on a m...</td>\n",
       "      <td>In this story, a group of astronauts on their ...</td>\n",
       "      <td>s53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>The Virgin Mary</td>\n",
       "      <td>Adesuwa Agbonile</td>\n",
       "      <td>It doesn’t make the sound that you think it wo...</td>\n",
       "      <td>In this story, the narrator is the son of the ...</td>\n",
       "      <td>The story is narrated by the son of the head p...</td>\n",
       "      <td>s54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>A Good Man is Hard to Find</td>\n",
       "      <td>Flannery O'Connor</td>\n",
       "      <td>THE GRANDMOTHER didn't want to go to Florida. ...</td>\n",
       "      <td>The story begins with the grandmother trying t...</td>\n",
       "      <td>The story begins with the grandmother trying t...</td>\n",
       "      <td>s55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Araby</td>\n",
       "      <td>James Joyce</td>\n",
       "      <td>North Richmond Street, being blind, was a quie...</td>\n",
       "      <td>In the story, the narrator describes the setti...</td>\n",
       "      <td>The story is set on North Richmond Street, a q...</td>\n",
       "      <td>s56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Bellflower</td>\n",
       "      <td>Guy de Maupassant</td>\n",
       "      <td>How strange are those old recollections which ...</td>\n",
       "      <td>The narrator recalls their childhood memories ...</td>\n",
       "      <td>The narrator recalls his childhood memories of...</td>\n",
       "      <td>s57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>The Bet</td>\n",
       "      <td>Anton Pavlovich Chekhov</td>\n",
       "      <td>I\\nIt was a dark autumn night. The old banker ...</td>\n",
       "      <td>The story begins with a discussion among a gro...</td>\n",
       "      <td>The story begins with a banker recalling a par...</td>\n",
       "      <td>s58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>The Boarded Window</td>\n",
       "      <td>Ambrose Bierce</td>\n",
       "      <td>In 1830, only a few miles away from what is no...</td>\n",
       "      <td>In the story, \"The Death of Halpin Frayser,\" t...</td>\n",
       "      <td>The story is set in the early 1800s in a remot...</td>\n",
       "      <td>s59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>A Burlesque Biography</td>\n",
       "      <td>Mark Twain</td>\n",
       "      <td>Two or three persons having at different times...</td>\n",
       "      <td>The narrator begins their autobiography by ack...</td>\n",
       "      <td>The narrator, who is a member of the Twain fam...</td>\n",
       "      <td>s60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>The Cask of Amontillado</td>\n",
       "      <td>Edgar Allan Poe</td>\n",
       "      <td>The thousand injuries of Fortunato I had borne...</td>\n",
       "      <td>The narrator, who remains unnamed, is seeking ...</td>\n",
       "      <td>The narrator has been insulted by a man named ...</td>\n",
       "      <td>s61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>The Christening</td>\n",
       "      <td>Guy de Maupassant</td>\n",
       "      <td>\"Well doctor, a little brandy?\"\\n\"With pleasur...</td>\n",
       "      <td>The story begins with a ship's surgeon and a d...</td>\n",
       "      <td>The story begins with a ship's surgeon and a d...</td>\n",
       "      <td>s62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Coco</td>\n",
       "      <td>Guy de Maupassant</td>\n",
       "      <td>Throughout the whole countryside the Lucas far...</td>\n",
       "      <td>The story revolves around the Lucas farm, also...</td>\n",
       "      <td>The Lucas farm, affectionately referred to as ...</td>\n",
       "      <td>s63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>The Coming-Out of Maggie</td>\n",
       "      <td>O. Henry</td>\n",
       "      <td>Every Saturday night the Clover Leaf Social Cl...</td>\n",
       "      <td>Every Saturday night, the Clover Leaf Social C...</td>\n",
       "      <td>The story revolves around Maggie Toole, a plai...</td>\n",
       "      <td>s64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Confessing</td>\n",
       "      <td>Guy de Maupassant</td>\n",
       "      <td>The noon sun poured fiercely down upon the fie...</td>\n",
       "      <td>In a rural setting, a mother and daughter, Mad...</td>\n",
       "      <td>In the story, a mother and daughter, Madame Ma...</td>\n",
       "      <td>s65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Lamb to the Slaughter</td>\n",
       "      <td>Roald Dahl</td>\n",
       "      <td>The room was warm and clean, the curtains draw...</td>\n",
       "      <td>Mary Maloney is eagerly waiting for her husban...</td>\n",
       "      <td>Mary Maloney is eagerly awaiting her husband's...</td>\n",
       "      <td>s66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>A Dead Woman's Secret</td>\n",
       "      <td>Guy de Maupassant</td>\n",
       "      <td>The woman had died without pain, quietly, as a...</td>\n",
       "      <td>The story begins with the death of a woman who...</td>\n",
       "      <td>The story begins with the peaceful death of a ...</td>\n",
       "      <td>s67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>The Door</td>\n",
       "      <td>E. B. white</td>\n",
       "      <td>Everything he kept saying is something it isn'...</td>\n",
       "      <td>The story revolves around a protagonist who is...</td>\n",
       "      <td>The story revolves around a protagonist who is...</td>\n",
       "      <td>s68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>The Dowry</td>\n",
       "      <td>Guy de Maupassant</td>\n",
       "      <td>The marriage of Maitre Simon Lebrument with Ma...</td>\n",
       "      <td>Maitre Simon Lebrument and Mademoiselle Jeanne...</td>\n",
       "      <td>Maitre Simon Lebrument and Mademoiselle Jeanne...</td>\n",
       "      <td>s69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>The Drunkard</td>\n",
       "      <td>Guy de Maupassant</td>\n",
       "      <td>The north wind was blowing a hurricane, drivin...</td>\n",
       "      <td>In a small coastal village, a violent storm ra...</td>\n",
       "      <td>In a small fishing village, a violent storm ra...</td>\n",
       "      <td>s70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>A Family</td>\n",
       "      <td>Guy de Maupassant</td>\n",
       "      <td>I was to see my old friend, Simon Radevin, of ...</td>\n",
       "      <td>The narrator goes to visit his old friend, Sim...</td>\n",
       "      <td>The protagonist of the story is visiting his o...</td>\n",
       "      <td>s71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Farewell</td>\n",
       "      <td>Guy de Maupassant</td>\n",
       "      <td>The two friends were getting near the end of t...</td>\n",
       "      <td>Henri Simon and Pierre Carnier are having dinn...</td>\n",
       "      <td>Henri Simon and Pierre Carnier are two friends...</td>\n",
       "      <td>s72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>The gift of the magi</td>\n",
       "      <td>O. Henry</td>\n",
       "      <td>One dollar and eighty-seven cents. That was al...</td>\n",
       "      <td>The story begins with Della, who has saved up ...</td>\n",
       "      <td>Della and her husband, Jim, are a young couple...</td>\n",
       "      <td>s73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>A Haunted House</td>\n",
       "      <td>Virginia Woolf</td>\n",
       "      <td>Whatever hour you woke there was a door shutti...</td>\n",
       "      <td>The story begins with a ghostly couple moving ...</td>\n",
       "      <td>The story opens with a ghostly couple moving t...</td>\n",
       "      <td>s74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>The Lottery Ticket</td>\n",
       "      <td>Anton Pavlovich Chekhov</td>\n",
       "      <td>Ivan Dmitritch, a middle-class man who lived w...</td>\n",
       "      <td>Ivan Dmitritch, a content middle-class man, is...</td>\n",
       "      <td>Ivan Dmitritch, a content middle-class man, re...</td>\n",
       "      <td>s75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Luck</td>\n",
       "      <td>Mark Twain</td>\n",
       "      <td>It was at a banquet in London in honor of one ...</td>\n",
       "      <td>The story begins at a banquet in London in hon...</td>\n",
       "      <td>The story is set at a banquet in London honori...</td>\n",
       "      <td>s76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>My Cheesecake-Shaped Poverty</td>\n",
       "      <td>Haruki Murakami</td>\n",
       "      <td>The Triangle Zone was our name for the place. ...</td>\n",
       "      <td>The narrator and his wife live in a small, tri...</td>\n",
       "      <td>The narrator and their wife move into a triang...</td>\n",
       "      <td>s77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Moonlight</td>\n",
       "      <td>Guy de Maupassant</td>\n",
       "      <td>Madame Julie Roubere was expecting her elder s...</td>\n",
       "      <td>Madame Julie Roubere eagerly awaits the return...</td>\n",
       "      <td>Madame Julie Roubere eagerly awaits the return...</td>\n",
       "      <td>s78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>The Mouse</td>\n",
       "      <td>H. H. Munro</td>\n",
       "      <td>Theodoric Voler had been brought up, from infa...</td>\n",
       "      <td>Theodoric Voler, a man who has been sheltered ...</td>\n",
       "      <td>Theodoric Voler, a man who had been sheltered ...</td>\n",
       "      <td>s79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Mrs. Packletide's Tiger</td>\n",
       "      <td>H. H. Munro</td>\n",
       "      <td>It was Mrs. Packletide's pleasure and intentio...</td>\n",
       "      <td>Mrs. Packletide, motivated by jealousy of Loon...</td>\n",
       "      <td>Mrs. Packletide is determined to shoot a tiger...</td>\n",
       "      <td>s80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>One of These Days</td>\n",
       "      <td>Gabriel Garcia Marquez</td>\n",
       "      <td>Monday dawned warm and rainless. Aurelio Escov...</td>\n",
       "      <td>Aurelio Escovar, a dentist without a degree, o...</td>\n",
       "      <td>Aurelio Escovar, a dentist with no formal educ...</td>\n",
       "      <td>s81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>A RETRIEVED REFORMATION</td>\n",
       "      <td>O. Henry</td>\n",
       "      <td>A guard came to the prison shoe-shop, where Ji...</td>\n",
       "      <td>Jimmy Valentine, a skilled safecracker, is rel...</td>\n",
       "      <td>Jimmy Valentine, a skilled safecracker, is rel...</td>\n",
       "      <td>s82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>The Hostage</td>\n",
       "      <td>Amelia Gray</td>\n",
       "      <td>Nobody knew what to do at first. Deposit slips...</td>\n",
       "      <td>In this story, a bank robber attempts to rob a...</td>\n",
       "      <td>In this story, a bank robber enters a bank dur...</td>\n",
       "      <td>s83</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                Title  \\\n",
       "0                     The Bear Came Over the Mountain   \n",
       "1                                            The Boss   \n",
       "2                           The Hairless Are Careless   \n",
       "3                                         Smithereens   \n",
       "4                                      Where Are You?   \n",
       "5                                        Art of Story   \n",
       "6                                            Sun Dogs   \n",
       "7                                           Let’s Say   \n",
       "8                                       Citizen Punch   \n",
       "9                       An Evening with Joseph Conrad   \n",
       "10  The South Asian Speakers Series Presents the A...   \n",
       "11                                       Town of Cats   \n",
       "12                                            Courage   \n",
       "13                             Have You Ever Met One?   \n",
       "14                                          Good Boys   \n",
       "15                            The Kingdom That Failed   \n",
       "16                                         The Mirror   \n",
       "17                            Listening for the Click   \n",
       "18             Around the Corner You Can’t See Around   \n",
       "19                                         A Triangle   \n",
       "20                                      Live a Little   \n",
       "21                                     Soft Sculpture   \n",
       "22                                  Symbols and Signs   \n",
       "23                            Replacement Grandparent   \n",
       "24                                          Snowstorm   \n",
       "25            The Façade Renovation That’s Going Well   \n",
       "26                            Certain European Movies   \n",
       "27                                             Battle   \n",
       "28                                     Woman to Woman   \n",
       "29                                            Anatoly   \n",
       "30                                             Wolves   \n",
       "31                                        Blue Island   \n",
       "32                             The Preparatory School   \n",
       "33                                        The Lottery   \n",
       "34                                            LIKABLE   \n",
       "35                                      Possession(s)   \n",
       "36                                             Ramona   \n",
       "37                                             Riddle   \n",
       "38  Sorry Dan, But It’s No Longer Necessary for a ...   \n",
       "39                         Three Is A Rational Number   \n",
       "40                                       The Huntress   \n",
       "41                                            My Dead   \n",
       "42                                 The Wife on Ambien   \n",
       "43                                        The Visitor   \n",
       "44                                             Sticks   \n",
       "45                  This Is How You Fail To Ghost Him   \n",
       "46                                 Unnecessary Things   \n",
       "47                                  War of the Clowns   \n",
       "48                             Angels and Blueberries   \n",
       "49                                         BABY DOLLS   \n",
       "50                           John Redding Goes to Sea   \n",
       "51                           As the North Wind Howled   \n",
       "52                                       The Comedian   \n",
       "53                                    Last Long Night   \n",
       "54                                    The Virgin Mary   \n",
       "55                         A Good Man is Hard to Find   \n",
       "56                                              Araby   \n",
       "57                                         Bellflower   \n",
       "58                                            The Bet   \n",
       "59                                 The Boarded Window   \n",
       "60                              A Burlesque Biography   \n",
       "61                            The Cask of Amontillado   \n",
       "62                                    The Christening   \n",
       "63                                               Coco   \n",
       "64                           The Coming-Out of Maggie   \n",
       "65                                         Confessing   \n",
       "66                              Lamb to the Slaughter   \n",
       "67                              A Dead Woman's Secret   \n",
       "68                                           The Door   \n",
       "69                                          The Dowry   \n",
       "70                                       The Drunkard   \n",
       "71                                           A Family   \n",
       "72                                           Farewell   \n",
       "73                               The gift of the magi   \n",
       "74                                    A Haunted House   \n",
       "75                                 The Lottery Ticket   \n",
       "76                                               Luck   \n",
       "77                       My Cheesecake-Shaped Poverty   \n",
       "78                                          Moonlight   \n",
       "79                                          The Mouse   \n",
       "80                            Mrs. Packletide's Tiger   \n",
       "81                                  One of These Days   \n",
       "82                            A RETRIEVED REFORMATION   \n",
       "83                                        The Hostage   \n",
       "\n",
       "                        Author  \\\n",
       "0                  Alice Munro   \n",
       "1                Robert Coover   \n",
       "2                Colin Barrett   \n",
       "3             Aleksandar Hemon   \n",
       "4            Joyce Carol Oates   \n",
       "5           John Edgar Wideman   \n",
       "6                  Dorthe Nors   \n",
       "7                Linor Goralik   \n",
       "8                Robert Coover   \n",
       "9                  Anne Carson   \n",
       "10                 Tania James   \n",
       "11             Haruki Murakami   \n",
       "12                Daniel Smith   \n",
       "13               Rivka Galchen   \n",
       "14                  Honor Levy   \n",
       "15             Haruki Murakami   \n",
       "16              David Hoon Kim   \n",
       "17             Johanna Ekström   \n",
       "18                  Lore Segal   \n",
       "19            Giada Scodellaro   \n",
       "20              Diane Williams   \n",
       "21                  Lore Segal   \n",
       "22            Vladimir Nabokov   \n",
       "23               Kate Zambreno   \n",
       "24         Bruna Dantas Lobato   \n",
       "25                  Weike Wang   \n",
       "26                  Emma Cline   \n",
       "27                  Weike Wang   \n",
       "28     Honorée Fanonne Jeffers   \n",
       "29                Oleh Sentsov   \n",
       "30  Sterling HolyWhiteMountain   \n",
       "31                Stuart Dybek   \n",
       "32                  Hebe Uhart   \n",
       "33             Shirley Jackson   \n",
       "34            DEB OLIN UNFERTH   \n",
       "35                John Smolens   \n",
       "36          Sarah Gerkensmeyer   \n",
       "37               Ogbewe Amadin   \n",
       "38                  Erik Cofer   \n",
       "39        Michele Finn Johnson   \n",
       "40               Sofia Samatar   \n",
       "41                 Peter Orner   \n",
       "42                     Ed Park   \n",
       "43                 Lydia Davis   \n",
       "44             George Saunders   \n",
       "45            Victoria McCurdy   \n",
       "46            Tatyana Tolstaya   \n",
       "47                   Mia Couto   \n",
       "48               Tara Campbell   \n",
       "49               Becky Robison   \n",
       "50          Zora Neale Hurston   \n",
       "51                      Yu Hua   \n",
       "52            Yoko Morgenstern   \n",
       "53                 Lina Rather   \n",
       "54            Adesuwa Agbonile   \n",
       "55           Flannery O'Connor   \n",
       "56                 James Joyce   \n",
       "57           Guy de Maupassant   \n",
       "58     Anton Pavlovich Chekhov   \n",
       "59              Ambrose Bierce   \n",
       "60                  Mark Twain   \n",
       "61             Edgar Allan Poe   \n",
       "62           Guy de Maupassant   \n",
       "63           Guy de Maupassant   \n",
       "64                    O. Henry   \n",
       "65           Guy de Maupassant   \n",
       "66                  Roald Dahl   \n",
       "67           Guy de Maupassant   \n",
       "68                 E. B. white   \n",
       "69           Guy de Maupassant   \n",
       "70           Guy de Maupassant   \n",
       "71           Guy de Maupassant   \n",
       "72           Guy de Maupassant   \n",
       "73                    O. Henry   \n",
       "74              Virginia Woolf   \n",
       "75     Anton Pavlovich Chekhov   \n",
       "76                  Mark Twain   \n",
       "77             Haruki Murakami   \n",
       "78           Guy de Maupassant   \n",
       "79                 H. H. Munro   \n",
       "80                 H. H. Munro   \n",
       "81      Gabriel Garcia Marquez   \n",
       "82                    O. Henry   \n",
       "83                 Amelia Gray   \n",
       "\n",
       "                                                story  \\\n",
       "0   Fiona lived in her parents’ house, in the town...   \n",
       "1   The gunman lights a cigarette, watches despond...   \n",
       "2   “Prejudicial of me, I know,” said Tommy, noddi...   \n",
       "3   Near our mountain cabin, in Jahorina, there wa...   \n",
       "4   The husband had got into the habit of calling ...   \n",
       "5   Two young people, different colors, my color, ...   \n",
       "6   It’s a long time ago now, but once I lived in ...   \n",
       "7   . . . Let’s say the leader of a children’s boo...   \n",
       "8   Citizen Punch, sitting under his humped back a...   \n",
       "9   Joseph Conrad gave a reading at the London Lib...   \n",
       "10  “But, if you ask me,” Indiana Jones said, “it ...   \n",
       "11  At Koenji Station, Tengo boarded the Chuo Line...   \n",
       "12  People were braver than he was. He was sure of...   \n",
       "13  I answered that I’d been visited by three ghos...   \n",
       "14  We’re on the rooftop with the boys. The boys a...   \n",
       "15  Just behind the kingdom that failed ran a nice...   \n",
       "16  She was the star pupil, extroverted, the teach...   \n",
       "17  In Carl’s apartment, on Linnaeusgatan, near th...   \n",
       "18  Ladies’ Lunch over and talk for the moment exh...   \n",
       "19  I saw the couple out of the corner of my eye. ...   \n",
       "20  His wife, Ariadne, rinses egg dregs from yet a...   \n",
       "21  “My birthday party was in March,” Ilka told Br...   \n",
       "22  For the fourth time in as many years, they wer...   \n",
       "23  Lately, she had found herself too exhausted to...   \n",
       "24  Snow started to leave a tinge of lifelessness ...   \n",
       "25  Between the exterior wall and the Sheetrock, a...   \n",
       "26  They were trying to find the beach from the gu...   \n",
       "27  He is better at words. She is better at senten...   \n",
       "28  It was a Friday in spring when Norman, exhaust...   \n",
       "29  Anatoly was given a seven-year sentence in a m...   \n",
       "30  You won’t understand this. Me and my cousin we...   \n",
       "31  Let’s Walk\\n\\nUncle Romy told me that, if he h...   \n",
       "32  Driven by necessity, I accepted a position as ...   \n",
       "33  The morning of June 27th was clear and sunny, ...   \n",
       "34  She could see she was becoming a thoroughly un...   \n",
       "35  When your wife dies you find music tastes diff...   \n",
       "36  Ramona used to say, “When it’s on the outside ...   \n",
       "37  I think Aunty Adesuwa is a witch. Mama says so...   \n",
       "38  I like you, Dan, I really do. You’ve been the ...   \n",
       "39  Lola’s lost her rational numbers worksheet. Sh...   \n",
       "40  For fear of the huntress the city closed like ...   \n",
       "41  Her name was Beth. We didn’t know each other. ...   \n",
       "42  The wife on Ambien knows the score. I mean thi...   \n",
       "43  Sometime in the early summer, a stranger will ...   \n",
       "44  Every year Thanksgiving night we flocked out b...   \n",
       "45  Swipe right. Swipe right.\\n\\nTinder. Bumble. B...   \n",
       "46  This Teddy bear once had amber eyes made from ...   \n",
       "47  One time two clowns set themselves to arguing....   \n",
       "48  “Why is the sky blue?” you ask.\\n\\nWell, it al...   \n",
       "49  My mother isn’t always Raggedy Ann, but she wa...   \n",
       "50  The Villagers said that John Redding was a que...   \n",
       "51  Sunlight had sneaked in through the window and...   \n",
       "52  Nina’s Saturday has begun just like the past t...   \n",
       "53  Two months after the last broken transmission ...   \n",
       "54  It doesn’t make the sound that you think it wo...   \n",
       "55  THE GRANDMOTHER didn't want to go to Florida. ...   \n",
       "56  North Richmond Street, being blind, was a quie...   \n",
       "57  How strange are those old recollections which ...   \n",
       "58  I\\nIt was a dark autumn night. The old banker ...   \n",
       "59  In 1830, only a few miles away from what is no...   \n",
       "60  Two or three persons having at different times...   \n",
       "61  The thousand injuries of Fortunato I had borne...   \n",
       "62  \"Well doctor, a little brandy?\"\\n\"With pleasur...   \n",
       "63  Throughout the whole countryside the Lucas far...   \n",
       "64  Every Saturday night the Clover Leaf Social Cl...   \n",
       "65  The noon sun poured fiercely down upon the fie...   \n",
       "66  The room was warm and clean, the curtains draw...   \n",
       "67  The woman had died without pain, quietly, as a...   \n",
       "68  Everything he kept saying is something it isn'...   \n",
       "69  The marriage of Maitre Simon Lebrument with Ma...   \n",
       "70  The north wind was blowing a hurricane, drivin...   \n",
       "71  I was to see my old friend, Simon Radevin, of ...   \n",
       "72  The two friends were getting near the end of t...   \n",
       "73  One dollar and eighty-seven cents. That was al...   \n",
       "74  Whatever hour you woke there was a door shutti...   \n",
       "75  Ivan Dmitritch, a middle-class man who lived w...   \n",
       "76  It was at a banquet in London in honor of one ...   \n",
       "77  The Triangle Zone was our name for the place. ...   \n",
       "78  Madame Julie Roubere was expecting her elder s...   \n",
       "79  Theodoric Voler had been brought up, from infa...   \n",
       "80  It was Mrs. Packletide's pleasure and intentio...   \n",
       "81  Monday dawned warm and rainless. Aurelio Escov...   \n",
       "82  A guard came to the prison shoe-shop, where Ji...   \n",
       "83  Nobody knew what to do at first. Deposit slips...   \n",
       "\n",
       "                                      summary_gpt_3_5  \\\n",
       "0   Fiona and Grant are a married couple. Fiona's ...   \n",
       "1   The story follows a gunman who is waiting in a...   \n",
       "2   Tommy, Ernie, and Luke are discussing bald peo...   \n",
       "3   The story is set near a mountain cabin in Jaho...   \n",
       "4   In this story, a husband and wife have develop...   \n",
       "5   The story begins with the narrator observing t...   \n",
       "6   The narrator reflects on their relationship wi...   \n",
       "7   In this collection of vignettes, the author pr...   \n",
       "8   Citizen Punch is a performer who entertains a ...   \n",
       "9   Joseph Conrad, a renowned author, is giving a ...   \n",
       "10  Indiana Jones is the main character in this st...   \n",
       "11  Tengo, feeling aimless, decides to visit his f...   \n",
       "12  The protagonist of the story reflects on his o...   \n",
       "13  The narrator recounts three encounters with gh...   \n",
       "14  The story takes place on a rooftop where a gro...   \n",
       "15  The story begins by describing a failed kingdo...   \n",
       "16  The narrator, a third-year student at Copenhag...   \n",
       "17  The story is set in Carl's apartment, where th...   \n",
       "18  During a ladies' lunch, the conversation turns...   \n",
       "19  The story follows the narrator as they observe...   \n",
       "20  In this story, the husband and wife, Ariadne a...   \n",
       "21  Ilka and Bridget, old friends, are walking on ...   \n",
       "22  The story revolves around a couple who are fac...   \n",
       "23  The protagonist of the story is a woman who is...   \n",
       "24  The protagonist, who is away at college, spend...   \n",
       "25  In this story, a group of professors and their...   \n",
       "26  A couple is on a trip to find a beach from a g...   \n",
       "27  The story revolves around a couple who have di...   \n",
       "28  Norman, a middle-aged man living in the small ...   \n",
       "29  Anatoly, a middle-aged man, has been sentenced...   \n",
       "30  The story revolves around the narrator and the...   \n",
       "31  The story follows the narrator's conversation ...   \n",
       "32  The protagonist of the story reluctantly takes...   \n",
       "33  On a clear summer day, the villagers of a smal...   \n",
       "34  The protagonist of the story is a woman who ha...   \n",
       "35  The protagonist of the story is a widower who ...   \n",
       "36  The story revolves around the friendship betwe...   \n",
       "37  Idara believes that her aunt, Aunty Adesuwa, i...   \n",
       "38  Dan, a long-time employee and friend of the na...   \n",
       "39  Lola, a persuasive and influential girl, loses...   \n",
       "40  The story revolves around the narrator, a fore...   \n",
       "41  Beth and the narrator embark on a spontaneous ...   \n",
       "42  The story follows the protagonist's experience...   \n",
       "43  In this story, the narrator reflects on the up...   \n",
       "44  The story revolves around a peculiar family tr...   \n",
       "45  The story revolves around a woman who goes on ...   \n",
       "46  The narrator of the story discovers a beloved ...   \n",
       "47  In this story, two clowns engage in a playful ...   \n",
       "48  The story begins with a question about why the...   \n",
       "49  The narrator's mother, referred to as Raggedy ...   \n",
       "50  John Redding, a young boy living in a small vi...   \n",
       "51  The protagonist of the story wakes up in bed, ...   \n",
       "52  Nina begins her Saturday morning like the past...   \n",
       "53  In this story, a group of astronauts is on a m...   \n",
       "54  In this story, the narrator is the son of the ...   \n",
       "55  The story begins with the grandmother trying t...   \n",
       "56  In the story, the narrator describes the setti...   \n",
       "57  The narrator recalls their childhood memories ...   \n",
       "58  The story begins with a discussion among a gro...   \n",
       "59  In the story, \"The Death of Halpin Frayser,\" t...   \n",
       "60  The narrator begins their autobiography by ack...   \n",
       "61  The narrator, who remains unnamed, is seeking ...   \n",
       "62  The story begins with a ship's surgeon and a d...   \n",
       "63  The story revolves around the Lucas farm, also...   \n",
       "64  Every Saturday night, the Clover Leaf Social C...   \n",
       "65  In a rural setting, a mother and daughter, Mad...   \n",
       "66  Mary Maloney is eagerly waiting for her husban...   \n",
       "67  The story begins with the death of a woman who...   \n",
       "68  The story revolves around a protagonist who is...   \n",
       "69  Maitre Simon Lebrument and Mademoiselle Jeanne...   \n",
       "70  In a small coastal village, a violent storm ra...   \n",
       "71  The narrator goes to visit his old friend, Sim...   \n",
       "72  Henri Simon and Pierre Carnier are having dinn...   \n",
       "73  The story begins with Della, who has saved up ...   \n",
       "74  The story begins with a ghostly couple moving ...   \n",
       "75  Ivan Dmitritch, a content middle-class man, is...   \n",
       "76  The story begins at a banquet in London in hon...   \n",
       "77  The narrator and his wife live in a small, tri...   \n",
       "78  Madame Julie Roubere eagerly awaits the return...   \n",
       "79  Theodoric Voler, a man who has been sheltered ...   \n",
       "80  Mrs. Packletide, motivated by jealousy of Loon...   \n",
       "81  Aurelio Escovar, a dentist without a degree, o...   \n",
       "82  Jimmy Valentine, a skilled safecracker, is rel...   \n",
       "83  In this story, a bank robber attempts to rob a...   \n",
       "\n",
       "                                   summary_gpt_3_5_t1  sid  \n",
       "0   Fiona and Grant are a married couple who live ...   s0  \n",
       "1   The story follows a gunman who finds himself a...   s1  \n",
       "2   Tommy and his friends, Ernie and Luke, are at ...   s2  \n",
       "3   The narrator recalls a summer from their child...   s3  \n",
       "4   In this story, a husband and wife have a pecul...   s4  \n",
       "5   The story begins with the narrator observing t...   s5  \n",
       "6   The narrator recalls their time spent in a cab...   s6  \n",
       "7   In this collection of fictional scenarios, the...   s7  \n",
       "8   Citizen Punch, a performer with a twisted sens...   s8  \n",
       "9   The story begins with Joseph Conrad giving a r...   s9  \n",
       "10  Indiana Jones, the famous archaeologist and ad...  s10  \n",
       "11  Tengo, feeling restless, decides to take a tra...  s11  \n",
       "12  The protagonist, a man who considers himself c...  s12  \n",
       "13  The narrator recounts a series of encounters w...  s13  \n",
       "14  The story is set on a rooftop where the narrat...  s14  \n",
       "15  The story begins by describing a failed kingdo...  s15  \n",
       "16  The protagonist, an Asian student in Copenhage...  s16  \n",
       "17  The story revolves around the unnamed narrator...  s17  \n",
       "18  During ladies' lunch, the group of friends sta...  s18  \n",
       "19  The narrator of the story observes a couple st...  s19  \n",
       "20  In this story, the husband and wife, Ariadne a...  s20  \n",
       "21  Ilka and Bridget, two old friends, are walking...  s21  \n",
       "22  The story revolves around a husband and wife w...  s22  \n",
       "23  The protagonist of the story is a woman who is...  s23  \n",
       "24  The protagonist, who is living alone on campus...  s24  \n",
       "25  In this story, the residents of a faculty hous...  s25  \n",
       "26  In this story, a couple is on their way to fin...  s26  \n",
       "27  The story revolves around two characters: he, ...  s27  \n",
       "28  Norman, exhausted from his troubled relationsh...  s28  \n",
       "29  Anatoly, a man filled with hatred towards Jews...  s29  \n",
       "30  The story revolves around the protagonist and ...  s30  \n",
       "31  The story revolves around the protagonist, who...  s31  \n",
       "32  The narrator reluctantly accepts a position as...  s32  \n",
       "33  On the day of the lottery in a small village, ...  s33  \n",
       "34  The protagonist of the story is experiencing a...  s34  \n",
       "35  The story depicts the aftermath of the narrato...  s35  \n",
       "36  The story revolves around the friendship betwe...  s36  \n",
       "37  The story revolves around the protagonist, Ida...  s37  \n",
       "38  Dan, a long-time CEO of a successful company, ...  s38  \n",
       "39  Lola has lost her rational numbers worksheet a...  s39  \n",
       "40  The story revolves around the author, who is a...  s40  \n",
       "41  Beth and the narrator, who barely know each ot...  s41  \n",
       "42  The narrator's wife suffers from the side effe...  s42  \n",
       "43  In this story, the narrator anticipates the ar...  s43  \n",
       "44  The story revolves around the father's strange...  s44  \n",
       "45  In this story, the protagonist goes on a first...  s45  \n",
       "46  The story begins with the narrator finding a T...  s46  \n",
       "47  In this story, two clowns engage in a seemingl...  s47  \n",
       "48  This story provides multiple imaginative and w...  s48  \n",
       "49  The narrator begins by describing their mother...  s49  \n",
       "50  John Redding is a young boy who dreams of expl...  s50  \n",
       "51  The story begins with the protagonist, who is ...  s51  \n",
       "52  Nina's Saturday begins like any other weekend....  s52  \n",
       "53  In this story, a group of astronauts on their ...  s53  \n",
       "54  The story is narrated by the son of the head p...  s54  \n",
       "55  The story begins with the grandmother trying t...  s55  \n",
       "56  The story is set on North Richmond Street, a q...  s56  \n",
       "57  The narrator recalls his childhood memories of...  s57  \n",
       "58  The story begins with a banker recalling a par...  s58  \n",
       "59  The story is set in the early 1800s in a remot...  s59  \n",
       "60  The narrator, who is a member of the Twain fam...  s60  \n",
       "61  The narrator has been insulted by a man named ...  s61  \n",
       "62  The story begins with a ship's surgeon and a d...  s62  \n",
       "63  The Lucas farm, affectionately referred to as ...  s63  \n",
       "64  The story revolves around Maggie Toole, a plai...  s64  \n",
       "65  In the story, a mother and daughter, Madame Ma...  s65  \n",
       "66  Mary Maloney is eagerly awaiting her husband's...  s66  \n",
       "67  The story begins with the peaceful death of a ...  s67  \n",
       "68  The story revolves around a protagonist who is...  s68  \n",
       "69  Maitre Simon Lebrument and Mademoiselle Jeanne...  s69  \n",
       "70  In a small fishing village, a violent storm ra...  s70  \n",
       "71  The protagonist of the story is visiting his o...  s71  \n",
       "72  Henri Simon and Pierre Carnier are two friends...  s72  \n",
       "73  Della and her husband, Jim, are a young couple...  s73  \n",
       "74  The story opens with a ghostly couple moving t...  s74  \n",
       "75  Ivan Dmitritch, a content middle-class man, re...  s75  \n",
       "76  The story is set at a banquet in London honori...  s76  \n",
       "77  The narrator and their wife move into a triang...  s77  \n",
       "78  Madame Julie Roubere eagerly awaits the return...  s78  \n",
       "79  Theodoric Voler, a man who had been sheltered ...  s79  \n",
       "80  Mrs. Packletide is determined to shoot a tiger...  s80  \n",
       "81  Aurelio Escovar, a dentist with no formal educ...  s81  \n",
       "82  Jimmy Valentine, a skilled safecracker, is rel...  s82  \n",
       "83  In this story, a bank robber enters a bank dur...  s83  "
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stories_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "72c136c5-ef2e-44d4-9679-0e2779de2ebd",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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