text_analysis/Sentiment_analysis.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Sentiment Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We thought that it would be interesting to conduct a sentiment analysis for the Naruto series. The sentiment scores of the episodes didn't end up in our research paper, but the analysis is presented in this notebook. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Sentiment Analysis of Each Episode"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First of, we start by important the neccesary packages:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "from nltk.tokenize import word_tokenize\n",
    "import json\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Then, the data is loaded in for the processing part:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "json_file_path_episode_dict = '/Users/lukasjonsson/Desktop/DTU/Kandidat/3. semester/Social graphs & interactions/Project/socialGraphsProject/data/episodes_seasons_with_text.json'\n",
    "\n",
    "with open(json_file_path_episode_dict, 'r') as file:\n",
    "    episode_dict = json.load(file)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We use the LabMT wordlist to assign each word a value:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "def load_labmt_wordlist(file_path):\n",
    "    \"\"\"\n",
    "    Load LabMT wordlist from a given file.\n",
    "\n",
    "    Parameters:\n",
    "    - file_path (str): The path to the LabMT wordlist file.\n",
    "\n",
    "    Returns:\n",
    "    - word_scores (dict): A dictionary where keys are words and values are corresponding sentiment scores.\n",
    "\n",
    "    \"\"\"\n",
    "    word_scores = {}  \n",
    "    with open(file_path, 'r') as file:\n",
    "        lines = file.readlines()\n",
    "        for line in lines:  \n",
    "            parts = line.strip().split('\\t')\n",
    "            if len(parts) >= 3 and parts[0] != \"word\":  \n",
    "                word = parts[0]\n",
    "                score = float(parts[2]) if parts[2] != '--' else 5.0\n",
    "                word_scores[word] = score\n",
    "    return word_scores\n",
    "\n",
    "labmt_wordlist_file = '/Users/lukasjonsson/Desktop/DTU/Kandidat/3. semester/Social graphs & interactions/Project/socialGraphsProject/LabMT_wordlist.txt'  # Name has been anonymized\n",
    "labmt = load_labmt_wordlist(labmt_wordlist_file)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From here, the sentiment score for each episode is computed:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Arc: Naruto: Original\n",
      "Episode: Enter:_Naruto_Uzumaki!, Sentiment Score: 3.7407368421052687\n",
      "Episode: My_Name_is_Konohamaru!, Sentiment Score: 3.6494961240310126\n",
      "Episode: Sasuke_and_Sakura:_Friends_or_Foes?, Sentiment Score: 3.9311638591117877\n",
      "Episode: Pass_or_Fail:_Survival_Test, Sentiment Score: 3.8157432432432428\n",
      "Episode: You_Failed!_Kakashi's_Final_Decision, Sentiment Score: 3.863647058823526\n",
      "Episode: A_Dangerous_Mission!_Journey_to_the_Land_of_Waves!, Sentiment Score: 3.7532543443917863\n",
      "Episode: The_Assassin_of_the_Mist!, Sentiment Score: 3.5386159169550178\n",
      "Episode: The_Oath_of_Pain, Sentiment Score: 3.355276381909547\n",
      "Episode: Kakashi:_Sharingan_Warrior!, Sentiment Score: 3.6500000000000004\n",
      "Episode: The_Forest_of_Chakra, Sentiment Score: 3.664071856287428\n",
      "Episode: The_Land_Where_a_Hero_Once_Lived, Sentiment Score: 4.179662162162165\n",
      "Episode: Battle_on_the_Bridge!_Zabuza_Returns!, Sentiment Score: 3.7863025210084054\n",
      "Episode: Haku's_Secret_Jutsu:_Demonic_Mirroring_Ice_Crystals, Sentiment Score: 3.5814516129032277\n",
      "Episode: The_Number_One_Hyperactive,_Knucklehead_Ninja_Joins_the_Fight!, Sentiment Score: 3.5052380952380986\n",
      "Episode: Zero_Visibility:_The_Sharingan_Shatters, Sentiment Score: 3.543036303630366\n",
      "Episode: The_Broken_Seal, Sentiment Score: 3.5361048689138577\n",
      "Episode: White_Past:_Hidden_Ambition, Sentiment Score: 3.5867021276595734\n",
      "Episode: The_Weapons_Known_as_Shinobi, Sentiment Score: 3.6301827676240253\n",
      "Episode: The_Demon_in_the_Snow, Sentiment Score: 3.699842519685042\n",
      "Episode: A_New_Chapter_Begins:_The_Chūnin_Exam!, Sentiment Score: 3.7509523809523797\n",
      "Episode: Identify_Yourself:_Powerful_New_Rivals, Sentiment Score: 3.888067226890757\n",
      "Episode: Chūnin_Challenge:_Rock_Lee_vs._Sasuke!, Sentiment Score: 3.7963390663390695\n",
      "Episode: Genin_Takedown!_All_Nine_Rookies_Face_Off!, Sentiment Score: 3.8180425531914914\n",
      "Episode: Start_Your_Engines:_The_Chūnin_Exam_Begins!, Sentiment Score: 4.0552845528455315\n",
      "Episode: The_Tenth_Question:_All_or_Nothing!, Sentiment Score: 4.118793103448279\n",
      "Episode: Special_Report:_Live_from_the_Forest_of_Death!, Sentiment Score: 3.7040229885057485\n",
      "Episode: The_Chūnin_Exam_Stage_2:_The_Forest_of_Death, Sentiment Score: 4.094676258992807\n",
      "Episode: Eat_or_be_Eaten:_Panic_in_the_Forest, Sentiment Score: 3.5322480620155052\n",
      "Episode: Naruto's_Counterattack:_Never_Give_In!, Sentiment Score: 3.5587500000000025\n",
      "Episode: The_Sharingan_Revived:_Dragon-Flame_Jutsu!, Sentiment Score: 3.509026548672567\n",
      "Episode: Bushy_Brow's_Pledge:_Undying_Love_and_Protection!, Sentiment Score: 3.9783798882681607\n",
      "Episode: Sakura_Blossoms!, Sentiment Score: 3.8058169934640533\n",
      "Episode: Battle_Formation:_Ino–Shika–Chō!!, Sentiment Score: 3.382951807228918\n",
      "Episode: Akamaru_Trembles:_Gaara's_Cruel_Strength!, Sentiment Score: 3.7132584269662923\n",
      "Episode: The_Scroll's_Secret:_No_Peeking_Allowed, Sentiment Score: 4.003677419354842\n",
      "Episode: Clone_vs._Clone:_Mine_are_Better_Than_Yours!, Sentiment Score: 3.7079611650485456\n",
      "Episode: Surviving_the_Cut:_The_Rookie_9_Together_Again!, Sentiment Score: 3.697749999999999\n",
      "Episode: Narrowing_the_Field:_Sudden_Death_Elimination!, Sentiment Score: 3.922641509433964\n",
      "Episode: Bushy_Brow's_Jealousy:_Lions_Barrage_Unleashed!, Sentiment Score: 3.797073170731709\n",
      "Episode: Kakashi_and_Orochimaru:_Face-to-Face!, Sentiment Score: 3.451574074074074\n",
      "Episode: Kunoichi_Rumble:_The_Rivals_Get_Serious!, Sentiment Score: 3.606014234875448\n",
      "Episode: The_Ultimate_Battle:_Cha!, Sentiment Score: 3.8943014705882377\n",
      "Episode: Killer_Kunoichi_and_a_Shaky_Shikamaru, Sentiment Score: 3.709159891598921\n",
      "Episode: Akamaru_Unleashed!_Who's_Top_Dog_Now?, Sentiment Score: 3.5827230046948384\n",
      "Episode: Surprise_Attack!_Naruto's_Secret_Weapon!, Sentiment Score: 3.4705172413793117\n",
      "Episode: Byakugan_Battle:_Hinata_Grows_Bold!, Sentiment Score: 3.6079130434782622\n",
      "Episode: A_Failure_Stands_Tall!, Sentiment Score: 3.635714285714288\n",
      "Episode: Gaara_vs._Rock_Lee:_The_Power_of_Youth_Explodes!, Sentiment Score: 3.9737815126050435\n",
      "Episode: Lee's_Hidden_Strength:_Forbidden_Secret_Jutsu!, Sentiment Score: 4.016041666666668\n",
      "Episode: The_Fifth_Gate:_A_Splendid_Ninja_is_Born, Sentiment Score: 4.248142076502736\n",
      "Episode: A_Shadow_in_Darkness:_Danger_Approaches_Sasuke, Sentiment Score: 3.399166666666669\n",
      "Episode: Ebisu_Returns:_Naruto's_Toughest_Training_Yet!, Sentiment Score: 3.7453658536585404\n",
      "Episode: Long_Time_No_See:_Jiraiya_Returns!, Sentiment Score: 3.7887052341597824\n",
      "Episode: The_Summoning_Technique:_Wisdom_of_the_Toad_Sage!, Sentiment Score: 3.516065573770495\n",
      "Episode: A_Feeling_of_Yearning,_a_Flower_Full_of_Hope, Sentiment Score: 3.5761804222648794\n",
      "Episode: Live_or_Die:_Risk_it_All_to_Win_it_All!, Sentiment Score: 3.880349206349208\n",
      "Episode: He_Flies!_He_Jumps!_He_Lurks!_Chief_Toad_Appears!, Sentiment Score: 3.6106772908366547\n",
      "Episode: Hospital_Besieged:_The_Evil_Hand_Revealed!, Sentiment Score: 3.923018181818182\n",
      "Episode: The_Final_Rounds:_Rush_to_the_Battle_Arena!, Sentiment Score: 3.89796363636364\n",
      "Episode: Byakugan_vs._Shadow_Clone_Technique!, Sentiment Score: 3.6747777777777793\n",
      "Episode: Ultimate_Defence:_Zero_Blind_Spot!, Sentiment Score: 3.6330973451327457\n",
      "Episode: A_Failure's_True_Power, Sentiment Score: 3.7273770491803284\n",
      "Episode: Hit_it_or_Quit_it:_The_Final_Rounds_Get_Complicated!, Sentiment Score: 3.7600000000000033\n",
      "Episode: Zero_Motivation:_The_Guy_with_Cloud_Envy!, Sentiment Score: 3.959565217391305\n",
      "Episode: Dancing_Leaf,_Squirming_Sand, Sentiment Score: 3.7394478527607373\n",
      "Episode: Bushy_Brow's_Jutsu:_Sasuke_Style!, Sentiment Score: 3.835411255411256\n",
      "Episode: Late_for_the_Show,_but_Ready_to_Go!_The_Ultimate_Secret_Technique_is_Born!, Sentiment Score: 3.6186075949367082\n",
      "Episode: Zero_Hour!_The_Konoha_Crush_Begins!, Sentiment Score: 3.463448275862071\n",
      "Episode: Village_in_Distress:_A_New_A-Ranked_Mission!, Sentiment Score: 3.5094366197183122\n",
      "Episode: A_Shirker's_Call_to_Action:_A_Layabout_No_More!, Sentiment Score: 3.5375630252100856\n",
      "Episode: An_Unrivaled_Match:_Hokage_Battle_Royale!, Sentiment Score: 3.6051282051282056\n",
      "Episode: A_Mistake_from_the_Past:_A_Face_Revealed!, Sentiment Score: 3.848852459016395\n",
      "Episode: Forbidden_Secret_Technique:_Dead_Demon_Consuming_Seal!, Sentiment Score: 3.528437500000002\n",
      "Episode: Astonishing_Truth!_Gaara's_Identity_Emerges!, Sentiment Score: 3.4272121212121225\n",
      "Episode: Sasuke's_Decision:_Pushed_to_the_Edge!, Sentiment Score: 3.5322374429223773\n",
      "Episode: Assassin_of_the_Moonlit_Night, Sentiment Score: 3.7505405405405416\n",
      "Episode: Light_vs._Dark:_The_Two_Faces_of_Gaara, Sentiment Score: 3.7530994152046824\n",
      "Episode: Naruto's_Ninja_Handbook, Sentiment Score: 3.388219178082194\n",
      "Episode: Beyond_the_Limit_of_Darkness_and_Light, Sentiment Score: 3.5507086614173233\n",
      "Episode: The_Third_Hokage,_Forever…, Sentiment Score: 3.869049773755657\n",
      "Episode: Return_of_the_Morning_Mist, Sentiment Score: 3.7917134831460717\n",
      "Episode: Eye_to_Eye:_Sharingan_vs._Sharingan!, Sentiment Score: 3.436453674121407\n",
      "Episode: Jiraiya:_Naruto's_Potential_Disaster!, Sentiment Score: 3.7596173044925165\n",
      "Episode: Roar,_Chidori!_Brother_vs._Brother!, Sentiment Score: 3.761420118343199\n",
      "Episode: Hate_Among_the_Uchihas:_The_Last_of_the_Clan!, Sentiment Score: 3.760602678571432\n",
      "Episode: A_New_Training_Begins:_I_Will_Be_Strong!, Sentiment Score: 3.97562653562654\n",
      "Episode: Keep_on_Training:_Pop_Goes_the_Water_Balloon!, Sentiment Score: 4.017236842105268\n",
      "Episode: Focal_Point:_The_Mark_of_the_Leaf, Sentiment Score: 3.914036363636365\n",
      "Episode: An_Impossible_Choice:_The_Pain_Within_Tsunade's_Heart, Sentiment Score: 3.852708333333334\n",
      "Episode: Unforgivable!_A_Total_Lack_of_Respect!, Sentiment Score: 4.056111111111114\n",
      "Episode: Inheritance!_The_Necklace_of_Death!, Sentiment Score: 3.886388888888893\n",
      "Episode: A_Dubious_Offer!_Tsunade's_Choice!, Sentiment Score: 3.9263057324840775\n",
      "Episode: Breakdown!_The_Deal_is_Off!, Sentiment Score: 3.9504000000000046\n",
      "Episode: Attack!_Fury_of_the_Rasengan!, Sentiment Score: 3.5075845410628035\n",
      "Episode: The_Fifth_Hokage!_A_Life_on_the_Line!, Sentiment Score: 3.862838427947602\n",
      "Episode: Deadlock!_Sannin_Showdown!, Sentiment Score: 3.8184905660377373\n",
      "Episode: Kidnapped!_Naruto's_Hot_Spring_Adventure!, Sentiment Score: 3.615460992907802\n",
      "Episode: Tsunade's_Warning:_Ninja_No_More!, Sentiment Score: 4.070526315789475\n",
      "Episode: The_Will_of_Fire_Still_Burns!, Sentiment Score: 3.7043783783783786\n",
      "Episode: Sensei_and_Student:_The_Bond_of_the_Shinobi, Sentiment Score: 4.052000000000004\n",
      "Episode: Gotta_See!_Gotta_Know!_Kakashi-Sensei's_True_Face!, Sentiment Score: 3.894855491329481\n",
      "Episode: Mission:_Help_an_Old_Friend_in_the_Land_of_Tea, Sentiment Score: 3.8095145631067977\n",
      "Episode: The_Race_is_On!_Trouble_on_the_High_Seas!, Sentiment Score: 3.9330232558139544\n",
      "Episode: Run_Idate_Run!_Nagi_Island_Awaits!, Sentiment Score: 3.7127522935779833\n",
      "Episode: A_Fierce_Battle_of_Rolling_Thunder!, Sentiment Score: 3.6426666666666683\n",
      "Episode: The_Last_Leg:_A_Final_Act_of_Desperation, Sentiment Score: 3.6990347490347553\n",
      "Episode: The_Battle_Begins:_Naruto_vs._Sasuke, Sentiment Score: 3.7716800000000017\n",
      "Episode: Bitter_Rivals_and_Broken_Bonds, Sentiment Score: 3.7384160756501217\n",
      "Episode: Oto's_Invitation, Sentiment Score: 4.045906432748541\n",
      "Episode: Formation!_The_Sasuke_Recovery_Team, Sentiment Score: 3.394230769230773\n",
      "Episode: Sound_vs._Leaf, Sentiment Score: 4.118620689655175\n",
      "Episode: Squad_Mutiny:_Everything_Falls_Apart!, Sentiment Score: 3.732587412587416\n",
      "Episode: Full_Throttle_Power!_Chōji,_Ablaze!, Sentiment Score: 4.021511627906977\n",
      "Episode: Good-bye_Old_Friend…!_I'll_Always_Believe_in_You!, Sentiment Score: 4.000444444444448\n",
      "Episode: Your_Opponent_is_Me!, Sentiment Score: 3.77553299492386\n",
      "Episode: 360_Degrees_of_Vision:_The_Byakugan's_Blind_Spot, Sentiment Score: 3.6858163265306136\n",
      "Episode: Losing_is_Not_an_Option!, Sentiment Score: 3.7335609756097567\n",
      "Episode: The_Vessel_Arrives_Too_Late, Sentiment Score: 3.7333936022253082\n",
      "Episode: Miscalculation:_A_New_Enemy_Appears!, Sentiment Score: 3.41406181015453\n",
      "Episode: Roar_and_Howl!_The_Ultimate_Tag-Team!, Sentiment Score: 3.4979262672811084\n",
      "Episode: To_Each_His_Own_Battle, Sentiment Score: 3.74046511627907\n",
      "Episode: Fakeout:_Shikamaru's_Comeback!, Sentiment Score: 4.113824175824178\n",
      "Episode: The_Leaf's_Handsome_Devil!, Sentiment Score: 3.9477049180327906\n",
      "Episode: The_Beast_Within, Sentiment Score: 3.829305210918117\n",
      "Episode: The_Sand_Shinobi:_Allies_of_the_Leaf, Sentiment Score: 3.7449612403100785\n",
      "Episode: Showdown:_Gaara_vs._Kimimaro, Sentiment Score: 3.7759381898454767\n",
      "Episode: Vengeful_Strike!_The_Bracken_Dance!, Sentiment Score: 3.8159215017064905\n",
      "Episode: A_Cry_on_Deaf_Ears, Sentiment Score: 3.8193243243243273\n",
      "Episode: Brothers:_Distance_Among_the_Uchiha, Sentiment Score: 3.7122666666666686\n",
      "Episode: Father_and_Son,_the_Broken_Crest, Sentiment Score: 3.7641719745222937\n",
      "Episode: The_Secrets_of_the_Mangekyō_Sharingan, Sentiment Score: 3.6147826086956543\n",
      "Episode: For_a_Friend…, Sentiment Score: 3.8966775244299705\n",
      "Episode: A_Plea_from_a_Friend, Sentiment Score: 3.810146788990828\n",
      "Episode: The_End_of_Tears, Sentiment Score: 3.81205095541401\n",
      "Episode: The_Promise_That_Could_Not_Be_Kept, Sentiment Score: 3.910074626865673\n",
      "Episode: Deep_Cover?!_A_Super_S-Ranked_Mission!, Sentiment Score: 4.054885496183207\n",
      "Episode: A_Town_of_Outlaws,_The_Shadow_of_the_Fūma_Clan, Sentiment Score: 3.9007031250000064\n",
      "Episode: Pure_Betrayal_and_a_Fleeting_Plea, Sentiment Score: 3.6007758620689687\n",
      "Episode: Pure_Terror!_The_House_of_Orochimaru!, Sentiment Score: 3.689559748427676\n",
      "Episode: Two_Heartbeats:_Kabuto's_Trap, Sentiment Score: 3.6262264150943406\n",
      "Episode: Sakura's_Determination!, Sentiment Score: 3.724000000000003\n",
      "Episode: The_Three_Villains_from_the_Maximum_Security_Prison, Sentiment Score: 3.780824742268042\n",
      "Episode: Tonton!_I'm_Counting_on_You!, Sentiment Score: 3.267578125\n",
      "Episode: A_New_Squad!_Two_People_and_a_Dog?!, Sentiment Score: 3.651269841269843\n",
      "Episode: A_New_Formation:_Ino–Shika–Chō!, Sentiment Score: 3.948207547169811\n",
      "Episode: Remaining_Ambition:_Orochimaru's_Shadow, Sentiment Score: 3.4338461538461553\n",
      "Episode: A_Clash_of_Fate:_You_Can't_Bring_Me_Down!, Sentiment Score: 3.8969318181818196\n",
      "Episode: The_Search_for_the_Rare_Bikōchū_Beetle, Sentiment Score: 3.568365384615386\n",
      "Episode: What's_the_Difference?_Don't_All_Insects_Look_Alike?, Sentiment Score: 3.709375\n",
      "Episode: A_Battle_of_Bugs!_The_Deceivers_and_the_Deceived!, Sentiment Score: 3.6353703703703713\n",
      "Episode: Blaze_Away,_Byakugan!_This_is_My_Ninja_Way!, Sentiment Score: 3.6284210526315817\n",
      "Episode: Funeral_March_for_the_Living, Sentiment Score: 3.579833333333336\n",
      "Episode: A_Lesson_Learned:_The_Iron_Fist_of_Love!, Sentiment Score: 4.0384210526315805\n",
      "Episode: The_Enemy_of_the_Byakugan, Sentiment Score: 3.9840677966101703\n",
      "Episode: The_Dark_Creeping_Clouds, Sentiment Score: 3.7522413793103473\n",
      "Episode: Raiga's_Counterattack, Sentiment Score: 3.7956159420289883\n",
      "Episode: Run!_The_Curry_of_Life!, Sentiment Score: 3.572618025751075\n",
      "Episode: Follow_My_Lead!_The_Great_Survival_Challenge, Sentiment Score: 3.852387096774195\n",
      "Episode: The_Bounty_Hunter_from_the_Wilderness, Sentiment Score: 3.8572727272727265\n",
      "Episode: Hunt_or_Be_Hunted?!_Showdown_at_the_O.K._Temple!, Sentiment Score: 4.162142857142859\n",
      "Episode: The_Appearance_of_Strange_Visitors, Sentiment Score: 4.2605882352941205\n",
      "Episode: The_Cursed_Warrior, Sentiment Score: 3.78923076923077\n",
      "Episode: The_Tactician's_Intent, Sentiment Score: 4.156080000000001\n",
      "Episode: Too_Late_for_Help, Sentiment Score: 3.448319327731094\n",
      "Episode: The_Death_of_Naruto, Sentiment Score: 3.512285714285715\n",
      "Episode: When_Time_Stands_Still, Sentiment Score: 3.2229230769230783\n",
      "Episode: When_Egrets_Flap_Their_Wings, Sentiment Score: 3.744269662921349\n",
      "Episode: Mix_it,_Stretch_it,_Boil_it_Up!_Burn_Copper_Pot,_Burn!, Sentiment Score: 4.21928143712575\n",
      "Episode: Remembrance:_The_Lost_Page, Sentiment Score: 3.3432432432432435\n",
      "Episode: The_Closed_Door, Sentiment Score: 3.610818713450293\n",
      "Episode: Infiltration:_The_Set-Up!, Sentiment Score: 3.7191071428571454\n",
      "Episode: Despair:_A_Fractured_Heart, Sentiment Score: 3.601886792452829\n",
      "Episode: Battle_at_Sea:_The_Power_Unleashed!, Sentiment Score: 3.42949494949495\n",
      "Episode: Impossible!_Celebrity_Ninja_Art:_Money_Style_Jutsu!, Sentiment Score: 4.24274509803922\n",
      "Episode: The_Treasure_Hunt_is_On!, Sentiment Score: 3.967446808510641\n",
      "Episode: Run,_Dodge,_Zigzag!_Chase_or_Be_Chased!, Sentiment Score: 3.8969696969696983\n",
      "Episode: Please,_Mr._Postman!, Sentiment Score: 3.9530263157894776\n",
      "Episode: Encounter!_The_Boy_with_a_Star's_Name, Sentiment Score: 3.9612444444444486\n",
      "Episode: The_Remembered_Lullaby, Sentiment Score: 4.038414634146343\n",
      "Episode: Hidden_Jutsu!_The_Price_of_Ninja_Art:_Kujaku, Sentiment Score: 3.6932061068702313\n",
      "Episode: Hoshikage:_The_Buried_Truth, Sentiment Score: 3.8590506329113956\n",
      "Episode: Reunion:_The_Remaining_Time, Sentiment Score: 3.766298342541439\n",
      "Episode: The_Star's_Radiance, Sentiment Score: 3.667175572519086\n",
      "Episode: Kiba's_Long_Day, Sentiment Score: 3.6069565217391326\n",
      "Episode: A_Legend_from_the_Hidden_Leaf:_The_Onbaa!, Sentiment Score: 3.779186046511629\n",
      "Episode: Laughing_Shino, Sentiment Score: 4.109802955665028\n",
      "Episode: Open_for_Business!_The_Leaf_Moving_Service, Sentiment Score: 3.5031249999999985\n",
      "Episode: The_Mystery_of_the_Targeted_Merchants, Sentiment Score: 4.188823529411767\n",
      "Episode: A_Limitless_Supply_of_Ninja_Tools, Sentiment Score: 3.6851492537313444\n",
      "Episode: The_Byakugan_Sees_the_Blind_Spot!, Sentiment Score: 3.6045714285714325\n",
      "Episode: Forecast:_Death!_Cloudy_with_Chance_of_Sun!, Sentiment Score: 3.692214285714288\n",
      "Episode: Ino_Screams!_Chubby_Paradise!, Sentiment Score: 4.034968944099382\n",
      "Episode: Viva_Dojo_Challenge!_Youth_is_All_About_Passion!, Sentiment Score: 3.906910828025476\n",
      "Episode: The_Mysterious_Curse_of_the_Haunted_Castle, Sentiment Score: 4.240038461538466\n",
      "Episode: The_Third_Super-Beast!, Sentiment Score: 3.9556488549618343\n",
      "Episode: Hot-Blooded_Confrontation:_Student_vs._Sensei, Sentiment Score: 4.145806451612905\n",
      "Episode: Crisis:_The_Konoha_11_Gather!, Sentiment Score: 3.7560000000000016\n",
      "Episode: The_Anbu_Gives_Up?_Naruto's_Recollection, Sentiment Score: 3.78846153846154\n",
      "Episode: The_Missed_Target, Sentiment Score: 3.9093103448275848\n",
      "Episode: The_Powerful_Helper, Sentiment Score: 4.06704081632653\n",
      "Episode: Multiple_Traps!_Countdown_to_Destruction, Sentiment Score: 3.7658870967741946\n",
      "Episode: The_Top_5_Ninja_Battles!, Sentiment Score: 3.799029850746267\n",
      "Episode: Kurenai's_Decision:_Team_8_Left_Behind, Sentiment Score: 3.4281318681318687\n",
      "Episode: Yakumo's_Sealed_Power, Sentiment Score: 3.431379310344827\n",
      "Episode: Kurenai's_Top_Secret_Mission:_The_Promise_with_the_Third_Hokage, Sentiment Score: 3.62857142857143\n",
      "Episode: Genjutsu_or_Reality?, Sentiment Score: 3.449866666666666\n",
      "Episode: The_Supposed_Sealed_Ability, Sentiment Score: 3.4524675324675314\n",
      "Episode: The_Weight_of_the_Prized_Artefact!, Sentiment Score: 3.8793396226415107\n",
      "Episode: The_Enemy:_Ninja_Dropouts, Sentiment Score: 3.533626373626375\n",
      "Episode: The_Bewildering_Forest, Sentiment Score: 3.886465517241381\n",
      "Episode: Memory_of_Flames, Sentiment Score: 3.5586666666666678\n",
      "Episode: To_Each_His_Own_Path, Sentiment Score: 3.543333333333335\n",
      "Episode: Vanished_Memories, Sentiment Score: 3.8234408602150536\n",
      "Episode: Bringing_Back_Reality, Sentiment Score: 3.805479452054794\n",
      "Episode: A_Past_to_Be_Erased, Sentiment Score: 3.8626732673267328\n",
      "Episode: The_Targeted_Shukaku, Sentiment Score: 3.1263247863247874\n",
      "Episode: Sand_Alliance_With_the_Leaf_Shinobi, Sentiment Score: 3.553892617449666\n",
      "Episode: Sealed_Sand:_The_Counterattack!, Sentiment Score: 3.7436764705882375\n",
      "Episode: The_Ultimate_Weapon_Reborn, Sentiment Score: 3.400297029702971\n",
      "Episode: Departure, Sentiment Score: 3.6990106150645783\n",
      "Arc: Naruto: Shippūden\n",
      "Episode: Homecoming, Sentiment Score: 3.812318840579713\n",
      "Episode: The_Akatsuki_Makes_Its_Move, Sentiment Score: 3.7972768878718512\n",
      "Episode: The_Results_of_Training, Sentiment Score: 3.650296912114012\n",
      "Episode: The_Jinchūriki_of_the_Sand, Sentiment Score: 3.6931827956989296\n",
      "Episode: The_Kazekage_Stands_Tall, Sentiment Score: 3.7291124260355057\n",
      "Episode: Mission_Cleared, Sentiment Score: 3.5662046908315594\n",
      "Episode: Run,_Kankurō, Sentiment Score: 3.53971786833856\n",
      "Episode: Team_Kakashi,_Deployed, Sentiment Score: 3.5302083333333347\n",
      "Episode: The_Jinchūriki's_Tears, Sentiment Score: 3.8689734513274363\n",
      "Episode: Sealing_Technique:_Phantom_Dragons_Nine_Consuming_Seals, Sentiment Score: 3.6990106150645783\n",
      "Episode: The_Medical_Ninja's_Student, Sentiment Score: 3.6577821011673217\n",
      "Episode: The_Retired_Granny's_Determination, Sentiment Score: 3.8264534883720915\n",
      "Episode: A_Meeting_With_Destiny, Sentiment Score: 3.6077884615384663\n",
      "Episode: Naruto's_Growth, Sentiment Score: 3.7354929577464793\n",
      "Episode: The_Secret_Weapon_is_Called…, Sentiment Score: 3.6044308943089494\n",
      "Episode: The_Secret_of_Jinchūriki, Sentiment Score: 3.8511414982164\n",
      "Episode: The_Death_of_Gaara!, Sentiment Score: 3.8998601398601447\n",
      "Episode: Charge_Tactic!_Button_Hook_Entry, Sentiment Score: 3.649600000000005\n",
      "Episode: Traps_Activate!_Team_Guy's_Enemies!, Sentiment Score: 3.2249264705882363\n",
      "Episode: Hiruko_vs._Two_Kunoichi!, Sentiment Score: 3.5914405360134034\n",
      "Episode: Sasori's_Real_Face, Sentiment Score: 3.757254374158814\n",
      "Episode: Chiyo's_Secret_Skills, Sentiment Score: 3.9074137931034514\n",
      "Episode: Father_and_Mother, Sentiment Score: 3.6990106150645783\n",
      "Episode: The_Third_Kazekage, Sentiment Score: 3.6990106150645783\n",
      "Episode: Three_Minutes_Between_Life_and_Death, Sentiment Score: 3.5935218508997444\n",
      "Episode: Puppet_Fight:_10_vs_100!, Sentiment Score: 3.757349665924281\n",
      "Episode: Impossible_Dream, Sentiment Score: 3.7721860465116315\n",
      "Episode: Beasts!_Alive_Again!, Sentiment Score: 3.8965853658536616\n",
      "Episode: Kakashi_Enlightened!, Sentiment Score: 3.5908210180624\n",
      "Episode: Aesthetics_of_an_Instant!, Sentiment Score: 3.562884310618069\n",
      "Episode: The_Legacy!, Sentiment Score: 4.052358674463944\n",
      "Episode: Return_of_the_Kazekage, Sentiment Score: 3.8725660377358455\n",
      "Episode: The_New_Target, Sentiment Score: 3.8203164556961924\n",
      "Episode: Formation!_New_Team_Kakashi!, Sentiment Score: 3.788490797546011\n",
      "Episode: An_Unnecessary_Addition, Sentiment Score: 3.861082802547767\n",
      "Episode: The_Fake_Smile, Sentiment Score: 4.083413461538452\n",
      "Episode: Untitled, Sentiment Score: 4.63495798319328\n",
      "Episode: Simulation, Sentiment Score: 4.043934210526308\n",
      "Episode: The_Tenchi_Bridge, Sentiment Score: 3.6990106150645783\n",
      "Episode: Nine-Tails_Unleashed!, Sentiment Score: 3.812255125284738\n",
      "Episode: The_Top-Secret_Mission_Begins!, Sentiment Score: 3.8170780141843963\n",
      "Episode: Orochimaru_vs._Jinchūriki, Sentiment Score: 3.7395535714285733\n",
      "Episode: Sakura's_Tears, Sentiment Score: 3.748661257606492\n",
      "Episode: The_Secret_of_the_Battle, Sentiment Score: 3.7827819548872204\n",
      "Episode: The_Consequences_of_Betrayal, Sentiment Score: 3.8646478873239425\n",
      "Episode: The_Unfinished_Page, Sentiment Score: 3.8289516129032286\n",
      "Episode: Infiltration:_The_Den_of_the_Snake!, Sentiment Score: 3.8179065743944642\n",
      "Episode: Bonds, Sentiment Score: 4.078351955307258\n",
      "Episode: Something_Important…, Sentiment Score: 3.5711111111111125\n",
      "Episode: The_Picture_Book's_Story, Sentiment Score: 3.697932148626819\n",
      "Episode: Reunion, Sentiment Score: 3.2231707317073166\n",
      "Episode: The_Power_of_the_Uchiha, Sentiment Score: 3.9057142857142866\n",
      "Episode: Title, Sentiment Score: 4.006476190476191\n",
      "Episode: Nightmare, Sentiment Score: 4.0132594235033165\n",
      "Episode: Wind, Sentiment Score: 3.6990106150645783\n",
      "Episode: Writhe, Sentiment Score: 3.8238864241348574\n",
      "Episode: Robbed_of_Sleep, Sentiment Score: 3.859525139664802\n",
      "Episode: Loneliness, Sentiment Score: 3.730651595744681\n",
      "Episode: A_New_Enemy, Sentiment Score: 3.824602150537635\n",
      "Episode: Impermanence, Sentiment Score: 3.712219482120836\n",
      "Episode: Contact, Sentiment Score: 3.7943660130718944\n",
      "Episode: Teammate, Sentiment Score: 3.6681310679611605\n",
      "Episode: The_Two_Kings, Sentiment Score: 3.9255201698513744\n",
      "Episode: The_Jet-Black_Signal_Fire, Sentiment Score: 3.6067405063291096\n",
      "Episode: Lockdown_of_Darkness, Sentiment Score: 3.7784247787610665\n",
      "Episode: Revived_Souls, Sentiment Score: 3.629816272965883\n",
      "Episode: Everyone's_Struggle_to_the_Death, Sentiment Score: 3.7608516129032217\n",
      "Episode: Moment_of_Awakening, Sentiment Score: 3.919136690647479\n",
      "Episode: Despair, Sentiment Score: 3.602307692307695\n",
      "Episode: Resonance, Sentiment Score: 3.6990106150645783\n",
      "Episode: My_Friend, Sentiment Score: 3.6510554561717417\n",
      "Episode: The_Quietly_Approaching_Threat, Sentiment Score: 3.796967370441462\n",
      "Episode: Akatsuki's_Invasion, Sentiment Score: 3.726806136680611\n",
      "Episode: Under_the_Starry_Sky, Sentiment Score: 3.787272727272729\n",
      "Episode: The_Old_Monk's_Prayer, Sentiment Score: 3.936615853658541\n",
      "Episode: The_Next_Step, Sentiment Score: 3.9048510638297875\n",
      "Episode: Climbing_Silver, Sentiment Score: 3.6019347826087005\n",
      "Episode: The_Judgment, Sentiment Score: 3.599428571428571\n",
      "Episode: Unfulfilled_Scream, Sentiment Score: 3.22609489051095\n",
      "Episode: Last_Words, Sentiment Score: 3.734851485148517\n",
      "Episode: Sad_News, Sentiment Score: 3.832827102803742\n",
      "Episode: Team_10, Sentiment Score: 3.6990106150645783\n",
      "Episode: Target:_Locked_On, Sentiment Score: 3.126868131868133\n",
      "Episode: Kakuzu's_Abilities, Sentiment Score: 3.6392124105011963\n",
      "Episode: Terrifying_Secret, Sentiment Score: 3.585406360424028\n",
      "Episode: Shikamaru's_Genius, Sentiment Score: 3.451288515406165\n",
      "Episode: When_You_Curse_Someone,_You_Dig_Your_Own_Grave, Sentiment Score: 3.6458387096774216\n",
      "Episode: Wind_Release:_Rasenshuriken!, Sentiment Score: 3.614729136163987\n",
      "Episode: The_Price_of_Power, Sentiment Score: 3.877029702970293\n",
      "Episode: A_Shinobi's_Determination, Sentiment Score: 3.832762803234499\n",
      "Episode: Orochimaru's_Hideout_Discovered, Sentiment Score: 3.838786952089695\n",
      "Episode: Encounter, Sentiment Score: 3.8971718249733103\n",
      "Episode: Connecting_Hearts, Sentiment Score: 4.023776315789463\n",
      "Episode: A_Night_of_Rain, Sentiment Score: 4.127507331378291\n",
      "Episode: The_Two_Charms, Sentiment Score: 4.117485311398348\n",
      "Episode: The_Unseeing_Enemy, Sentiment Score: 3.7693453355155517\n",
      "Episode: The_Labyrinth_of_Distorted_Reflection, Sentiment Score: 3.8411839708561035\n",
      "Episode: The_Target_Appears, Sentiment Score: 3.588432147562577\n",
      "Episode: Raging_Tailed_Beast, Sentiment Score: 3.502695652173919\n",
      "Episode: Inside_the_Mist, Sentiment Score: 3.8718199233716546\n",
      "Episode: Everyone's_Feelings, Sentiment Score: 3.6840966010733514\n",
      "Episode: Regroup!, Sentiment Score: 3.5584649122807024\n",
      "Episode: The_Four-Corner_Sealing_Barrier, Sentiment Score: 3.6990106150645783\n",
      "Episode: Breaking_the_Crystal_Release, Sentiment Score: 3.8065774647887314\n",
      "Episode: The_Battle_Over_the_Barrier, Sentiment Score: 3.7811754385964953\n",
      "Episode: Red_Camellia, Sentiment Score: 3.670202531645573\n",
      "Episode: Strange_Bedfellows, Sentiment Score: 3.9182935153583633\n",
      "Episode: Guidepost_of_the_Camellia, Sentiment Score: 3.7705847953216427\n",
      "Episode: Cursed_Seal_Counterattack, Sentiment Score: 3.6579608938547516\n",
      "Episode: Memory_of_Guilt, Sentiment Score: 3.6469519832985418\n",
      "Episode: Shattered_Promise, Sentiment Score: 3.7441883116883123\n",
      "Episode: A_Place_to_Return_To, Sentiment Score: 3.615978723404257\n",
      "Episode: The_Serpent's_Pupil, Sentiment Score: 3.9486560693641617\n",
      "Episode: Eye_of_a_Hawk, Sentiment Score: 3.818559670781887\n",
      "Episode: Zabuza's_Blade, Sentiment Score: 3.7733685601056806\n",
      "Episode: Guardian_of_the_Iron_Wall, Sentiment Score: 3.9364183835182236\n",
      "Episode: Jūgo_of_the_Northern_Hideout, Sentiment Score: 3.6550341685649266\n",
      "Episode: Formation!, Sentiment Score: 3.62412474849095\n",
      "Episode: Kakashi_Chronicles_~_Boys'_Life_on_the_Battlefield_~_Part_1, Sentiment Score: 3.765422960725073\n",
      "Episode: Kakashi_Chronicles_~_Boys'_Life_on_the_Battlefield_~_Part_2, Sentiment Score: 3.769859335038362\n",
      "Episode: Assemble, Sentiment Score: 3.7185773195876326\n",
      "Episode: The_Hunt, Sentiment Score: 3.6923340471092128\n",
      "Episode: Clash!, Sentiment Score: 3.5297247706422055\n",
      "Episode: Art, Sentiment Score: 3.6136183206106893\n",
      "Episode: Disappearance, Sentiment Score: 3.6963979416809654\n",
      "Episode: Twilight, Sentiment Score: 3.8960022396416547\n",
      "Episode: Tales_of_a_Gutsy_Ninja_~Jiraiya_Ninja_Scroll~_Part_1, Sentiment Score: 3.7080604534005053\n",
      "Episode: Tales_of_a_Gutsy_Ninja_~Jiraiya_Ninja_Scroll~_Part_2, Sentiment Score: 3.535123595505621\n",
      "Episode: Infiltrate!_The_Village_Hidden_in_the_Rain, Sentiment Score: 3.723023952095812\n",
      "Episode: The_Man_Who_Became_God, Sentiment Score: 3.6000316957210767\n",
      "Episode: Honoured_Sage_Mode!, Sentiment Score: 3.4857808219178112\n",
      "Episode: In_Attendance,_the_Six_Paths_of_Pain, Sentiment Score: 3.623317972350236\n",
      "Episode: The_Tale_of_Jiraiya_the_Gallant, Sentiment Score: 3.6625242718446565\n",
      "Episode: Banquet_Invitation, Sentiment Score: 3.5023326133909336\n",
      "Episode: The_Longest_Moment, Sentiment Score: 3.6196027633851484\n",
      "Episode: The_Light_and_Dark_of_the_Mangekyō_Sharingan, Sentiment Score: 3.637164429530203\n",
      "Episode: Amaterasu!, Sentiment Score: 3.6114093959731584\n",
      "Episode: The_End, Sentiment Score: 3.7232463768115975\n",
      "Episode: The_Mystery_of_Tobi, Sentiment Score: 3.4426086956521798\n",
      "Episode: Fate, Sentiment Score: 3.678469387755105\n",
      "Episode: Truth, Sentiment Score: 3.7245399698340833\n",
      "Episode: Battle_of_Valley_of_Clouds_and_Lightning, Sentiment Score: 3.668529411764708\n",
      "Episode: The_Eight-Tails_vs._Sasuke, Sentiment Score: 3.585058400718768\n",
      "Episode: Wanderer, Sentiment Score: 3.739135593220338\n",
      "Episode: Successor_of_the_Forbidden_Jutsu, Sentiment Score: 4.016643598615917\n",
      "Episode: The_Successor's_Wish, Sentiment Score: 4.004182561307897\n",
      "Episode: Rogue_Ninja's_Past, Sentiment Score: 3.7720181405895734\n",
      "Episode: Heir_to_Darkness, Sentiment Score: 3.9168400770712917\n",
      "Episode: Separation, Sentiment Score: 3.696769759450173\n",
      "Episode: The_Forbidden_Jutsu_Released, Sentiment Score: 3.8249056603773597\n",
      "Episode: Master_and_Student, Sentiment Score: 3.7572490706319743\n",
      "Episode: Sombre_News, Sentiment Score: 3.700589430894301\n",
      "Episode: Following_the_Master's_Shadow, Sentiment Score: 3.801818181818185\n",
      "Episode: Decryption, Sentiment Score: 3.4817283950617317\n",
      "Episode: The_First_Challenge, Sentiment Score: 3.8177282377919357\n",
      "Episode: Surpassing_the_Master, Sentiment Score: 3.7453035143769995\n",
      "Episode: Assault_on_the_Leaf_Village!, Sentiment Score: 3.6666436781609226\n",
      "Episode: Power_to_Believe, Sentiment Score: 3.4065756302521013\n",
      "Episode: Pain_vs._Kakashi, Sentiment Score: 3.429112519809826\n",
      "Episode: Mystery_of_Pain, Sentiment Score: 3.751431870669751\n",
      "Episode: Surname_is_Sarutobi,_Given_Name,_Konohamaru, Sentiment Score: 3.792522851919565\n",
      "Episode: Pain_to_the_World, Sentiment Score: 3.441006564551424\n",
      "Episode: Explode!_Sage_Mode, Sentiment Score: 3.376516587677728\n",
      "Episode: Danger!_Sage_Mode_Limit_Reached, Sentiment Score: 3.6007739938080503\n",
      "Episode: Nine-Tails,_Captured!, Sentiment Score: 3.849946996466437\n",
      "Episode: Confession, Sentiment Score: 3.831647058823531\n",
      "Episode: Chibaku_Tensei, Sentiment Score: 3.6990106150645783\n",
      "Episode: The_Fourth_Hokage, Sentiment Score: 3.6990106150645783\n",
      "Episode: The_Two_Students, Sentiment Score: 3.7290485436893257\n",
      "Episode: Big_Adventure!_The_Quest_for_the_Fourth_Hokage's_Legacy_Part_1, Sentiment Score: 3.854043887147337\n",
      "Episode: Big_Adventure!_The_Quest_for_the_Fourth_Hokage's_Legacy_Part_2, Sentiment Score: 4.071176470588239\n",
      "Episode: Meeting, Sentiment Score: 3.6990106150645783\n",
      "Episode: Origin_of_Pain, Sentiment Score: 3.473349753694585\n",
      "Episode: Tale_of_Naruto_Uzumaki, Sentiment Score: 4.274438775510209\n",
      "Episode: Hero_of_the_Hidden_Leaf, Sentiment Score: 3.9703225806451554\n",
      "Episode: Rookie_Instructor_Iruka, Sentiment Score: 3.6692351274787587\n",
      "Episode: Iruka's_Ordeal, Sentiment Score: 3.890432612312813\n",
      "Episode: Iruka's_Decision, Sentiment Score: 3.813627608346707\n",
      "Episode: Kakashi_Hatake,_the_Jōnin_in_Charge, Sentiment Score: 3.710481400437643\n",
      "Episode: Inari's_Courage_Put_to_the_Test, Sentiment Score: 3.862273534635881\n",
      "Episode: Naruto's_School_of_Revenge, Sentiment Score: 3.8422774327122196\n",
      "Episode: Gaara's_Bond, Sentiment Score: 3.7636098654708547\n",
      "Episode: Naruto:_Outbreak, Sentiment Score: 3.5198058252427225\n",
      "Episode: Deploy!_Team_Tenten, Sentiment Score: 3.584351145038172\n",
      "Episode: Animal_District, Sentiment Score: 3.5790880503144664\n",
      "Episode: Ah,_the_Medicine_of_Youth, Sentiment Score: 4.053891213389125\n",
      "Episode: Gutsy_Master_and_Student:_The_Training, Sentiment Score: 3.539875389408104\n",
      "Episode: Record_of_the_Gutsy_Ninja_Master_and_Student, Sentiment Score: 3.4772193877551034\n",
      "Episode: Sasuke's_Paw_Encyclopaedia, Sentiment Score: 3.6687016574585685\n",
      "Episode: Naruto_and_the_Old_Soldier, Sentiment Score: 3.7697486535008977\n",
      "Episode: Kakashi_Love_Song, Sentiment Score: 3.7845664739884435\n",
      "Episode: Neji_Chronicles, Sentiment Score: 3.6304663212435253\n",
      "Episode: The_Man_Who_Died_Twice, Sentiment Score: 3.737629179331312\n",
      "Episode: The_Worst_Three-Legged_Race, Sentiment Score: 3.677159090909093\n",
      "Episode: Team_10's_Teamwork, Sentiment Score: 3.825917431192664\n",
      "Episode: Drive_Towards_Darkness, Sentiment Score: 3.5735550935550986\n",
      "Episode: The_Sixth_Hokage_Danzō, Sentiment Score: 3.6777834179357054\n",
      "Episode: Five_Kage_Summit's_Eve, Sentiment Score: 3.7079699248120312\n",
      "Episode: Enter_the_Five_Kage!, Sentiment Score: 3.808434622467775\n",
      "Episode: Naruto's_Plea, Sentiment Score: 3.666315789473694\n",
      "Episode: Painful_Decision, Sentiment Score: 3.959785932721714\n",
      "Episode: Racing_Lightning, Sentiment Score: 3.5399162479062\n",
      "Episode: Sasuke's_Ninja_Way, Sentiment Score: 3.652666666666663\n",
      "Episode: Power_of_the_Five_Kage, Sentiment Score: 3.540389016018311\n",
      "Episode: Declaration_of_War, Sentiment Score: 3.7575657894736865\n",
      "Episode: Sakura's_Feelings, Sentiment Score: 3.7135535714285726\n",
      "Episode: The_Tailed_Beast_vs._The_Tailless_Tailed_Beast, Sentiment Score: 3.692641025641023\n",
      "Episode: As_One's_Friend, Sentiment Score: 3.6269230769230782\n",
      "Episode: Danzō's_Right_Arm, Sentiment Score: 3.4268930041152275\n",
      "Episode: The_Forbidden_Visual_Jutsu, Sentiment Score: 3.511132300357565\n",
      "Episode: Danzō_Shimura, Sentiment Score: 3.6990106150645783\n",
      "Episode: Sakura's_Resolve, Sentiment Score: 4.0335108153078165\n",
      "Episode: Lost_Bonds, Sentiment Score: 3.9929864253393657\n",
      "Episode: The_Burden, Sentiment Score: 3.66502581755594\n",
      "Episode: Two_Fates, Sentiment Score: 3.841302752293579\n",
      "Episode: High-Level_Shinobi, Sentiment Score: 3.7931627906976755\n",
      "Episode: The_Infiltrator, Sentiment Score: 3.7201474201474225\n",
      "Episode: The_Five_Great_Nations_Mobilise, Sentiment Score: 3.982962962962965\n",
      "Episode: Kakashi_Hatake,_the_Hokage, Sentiment Score: 3.671464088397793\n",
      "Episode: Prophecy_of_the_Great_Lord_Elder, Sentiment Score: 3.7880370942813006\n",
      "Episode: Storage, Sentiment Score: 3.6360493827160525\n",
      "Episode: The_Five_Kage's_Decision, Sentiment Score: 3.7667713004484353\n",
      "Episode: The_Young_Man_and_the_Sea, Sentiment Score: 3.903295454545458\n",
      "Episode: The_Ninja_of_Benisu, Sentiment Score: 3.9300000000000015\n",
      "Episode: The_Cursed_Ghost_Ship, Sentiment Score: 3.9380487804878115\n",
      "Episode: Battleship_Island, Sentiment Score: 4.240489510489511\n",
      "Episode: The_Forgotten_Island, Sentiment Score: 3.979250000000003\n",
      "Episode: Fight!_Rock_Lee!, Sentiment Score: 4.284333333333334\n",
      "Episode: Eat_or_Die!_Mushrooms_from_Hell, Sentiment Score: 4.088285714285718\n",
      "Episode: Revenge_of_the_Shadow_Clones, Sentiment Score: 3.7858252427184462\n",
      "Episode: The_Closed_Route, Sentiment Score: 4.277229729729734\n",
      "Episode: The_Girls'_Get-Together, Sentiment Score: 4.052710280373833\n",
      "Episode: Naruto's_Imposter, Sentiment Score: 4.0338562091503265\n",
      "Episode: Naruto's_Favourite_Pupil, Sentiment Score: 3.636700000000005\n",
      "Episode: The_Kunoichi_of_Nadeshiko_Village, Sentiment Score: 3.97115143929912\n",
      "Episode: Friends_You_Can_Count_On, Sentiment Score: 3.755390428211589\n",
      "Episode: Ah,_My_Hero_Lady_Tsunade!, Sentiment Score: 4.18955696202532\n",
      "Episode: Sai's_Day_Off, Sentiment Score: 4.074352941176472\n",
      "Episode: The_Legendary_Ino–Shika–Chō, Sentiment Score: 3.8556129032258117\n",
      "Episode: Kiba's_Determination, Sentiment Score: 4.027898089171976\n",
      "Episode: Kakashi,_My_Eternal_Rival!, Sentiment Score: 3.972010582010584\n",
      "Episode: Naruto's_Vow, Sentiment Score: 3.531500000000003\n",
      "Episode: Land_Ahoy!_Is_this_the_Island_of_Paradise?, Sentiment Score: 3.9220360824742273\n",
      "Episode: Killer_B_and_Motoi, Sentiment Score: 4.234113924050633\n",
      "Episode: The_Next_Challenge!_Naruto_vs._The_Nine-Tails!!, Sentiment Score: 3.88007575757576\n",
      "Episode: The_Orange_Spark, Sentiment Score: 4.0513254437869755\n",
      "Episode: Target:_Nine-Tails, Sentiment Score: 3.776666666666664\n",
      "Episode: The_Fourth_Hokage's_Death_Match, Sentiment Score: 3.6561436672967895\n",
      "Episode: Thank_You, Sentiment Score: 4.194338624338624\n",
      "Episode: Battle_in_Paradise!_Odd_Beast_vs._The_Monster!, Sentiment Score: 3.8675382003395593\n",
      "Episode: The_Man_Named_Kisame, Sentiment Score: 3.7655128205128174\n",
      "Episode: The_Angelic_Herald_of_Death, Sentiment Score: 3.9346451612903257\n",
      "Episode: The_Bridge_to_Peace, Sentiment Score: 3.9286631716906846\n",
      "Episode: The_Super_Secret_S-Rank_Mission, Sentiment Score: 3.8052119309262173\n",
      "Episode: The_Artist_Returns, Sentiment Score: 3.377308447937136\n",
      "Episode: Assemble!_Allied_Shinobi_Forces!, Sentiment Score: 3.289501424501428\n",
      "Episode: Meeting, Sentiment Score: 3.6990106150645783\n",
      "Episode: Rivals, Sentiment Score: 3.6990106150645783\n",
      "Episode: Rift, Sentiment Score: 3.6990106150645783\n",
      "Episode: Parting, Sentiment Score: 3.581344743276277\n",
      "Episode: For_My_Friend, Sentiment Score: 3.8292063492063537\n",
      "Episode: War_Begins!, Sentiment Score: 3.4820997375328133\n",
      "Episode: Sai_and_Shin, Sentiment Score: 3.662025723472672\n",
      "Episode: The_Secret_of_the_Impure_World_Reincarnation, Sentiment Score: 3.3860869565217397\n",
      "Episode: An_Old_Nemesis_Returns, Sentiment Score: 3.50571428571429\n",
      "Episode: The_First_and_Last_Opponent, Sentiment Score: 3.323618677042804\n",
      "Episode: The_Brilliant_Military_Advisor_of_the_Hidden_Leaf, Sentiment Score: 3.6298790322580676\n",
      "Episode: Battleground!, Sentiment Score: 3.7554368932038873\n",
      "Episode: No-Good_Words, Sentiment Score: 3.6091139240506322\n",
      "Episode: Golden_Bonds, Sentiment Score: 3.441621621621622\n",
      "Episode: Road_to_Sakura, Sentiment Score: 3.788201219512194\n",
      "Episode: Mifune_vs._Hanzō, Sentiment Score: 3.588277310924372\n",
      "Episode: True_Kindness, Sentiment Score: 3.4426666666666685\n",
      "Episode: The_Complete_Ino-Shika-Chō_Formation, Sentiment Score: 3.8068888888888903\n",
      "Episode: A_Message_from_the_Heart, Sentiment Score: 3.965705882352942\n",
      "Episode: Attack_of_the_Gedō_Statue, Sentiment Score: 3.7455864197530913\n",
      "Episode: Unison_Sign, Sentiment Score: 4.133466334164592\n",
      "Episode: Medic_Ninja_in_Danger, Sentiment Score: 3.8405844155844164\n",
      "Episode: White_Zetsu's_Trap, Sentiment Score: 3.810997442455246\n",
      "Episode: Aesthetics_of_an_Artist, Sentiment Score: 3.8992857142857185\n",
      "Episode: The_Allied_Mom_Force!!, Sentiment Score: 3.9971929824561423\n",
      "Episode: The_Secret_Origin_of_the_Ultimate_Tag_Team!!, Sentiment Score: 4.05322448979592\n",
      "Episode: Two_Suns!!, Sentiment Score: 3.712821782178223\n",
      "Episode: The_Helmet_Splitter:_Jinin_Akebino!, Sentiment Score: 3.903807947019869\n",
      "Episode: User_of_the_Scorch_Release:_Pakura_of_the_Sand!, Sentiment Score: 3.6121230769230785\n",
      "Episode: Things_You_Can't_Get_Back, Sentiment Score: 3.882388059701495\n",
      "Episode: One_Worth_Betting_On, Sentiment Score: 3.7946613545816756\n",
      "Episode: Danger:_Jinpachi_and_Kushimaru!, Sentiment Score: 3.784384236453203\n",
      "Episode: The_Lightning_Blade:_Ameyuri_Ringo!, Sentiment Score: 3.8275000000000032\n",
      "Episode: Power_-_Episode_1, Sentiment Score: 3.6337179487179503\n",
      "Episode: Power_-_Episode_2, Sentiment Score: 3.4920000000000027\n",
      "Episode: Power_-_Episode_3, Sentiment Score: 3.8636752136752146\n",
      "Episode: Power_-_Episode_4, Sentiment Score: 3.348619791666668\n",
      "Episode: Power_-_Episode_5, Sentiment Score: 3.2255990220048965\n",
      "Episode: Power_-_Episode_Final, Sentiment Score: 3.448230452674899\n",
      "Episode: Naruto_Enters_the_Battle!, Sentiment Score: 3.894223602484475\n",
      "Episode: A_Father's_Hope,_A_Mother's_Love, Sentiment Score: 4.285171102661596\n",
      "Episode: Contact!_Naruto_vs._Itachi, Sentiment Score: 3.3553689567430043\n",
      "Episode: The_Acknowledged_One, Sentiment Score: 3.9066216216216234\n",
      "Episode: The_Mizukage,_the_Giant_Clam,_and_the_Mirage, Sentiment Score: 3.7720437956204433\n",
      "Episode: Paradox, Sentiment Score: 3.7600963855421714\n",
      "Episode: Terror:_Steaming_Danger_Tyranny, Sentiment Score: 3.9475119617224896\n",
      "Episode: Ghosts_from_the_Past, Sentiment Score: 3.4860294117647084\n",
      "Episode: The_Underworld_Transfer_Jutsu, Sentiment Score: 3.839391891891895\n",
      "Episode: The_Vengeful, Sentiment Score: 3.858390092879261\n",
      "Episode: The_Heart's_Eye, Sentiment Score: 4.052530864197537\n",
      "Episode: Fade_into_the_Moonlight, Sentiment Score: 3.8612871287128754\n",
      "Episode: Night_of_the_Crescent_Moon, Sentiment Score: 3.861369426751597\n",
      "Episode: An_A-Rank_Mission:_The_Contest, Sentiment Score: 3.8932663316582903\n",
      "Episode: The_Fallen_Castle, Sentiment Score: 3.9035606060606076\n",
      "Episode: Prologue_of_Road_to_Ninja, Sentiment Score: 4.005000000000005\n",
      "Episode: The_Old_Master_and_the_Dragon's_Eye, Sentiment Score: 4.163487394957986\n",
      "Episode: Rain_Followed_by_Snow,_with_Some_Lightning, Sentiment Score: 3.6617964071856295\n",
      "Episode: The_Sad_Sun_Shower, Sentiment Score: 3.8180136986301405\n",
      "Episode: Lingering_Snow, Sentiment Score: 3.5060777385159043\n",
      "Episode: The_Reanimated_Allied_Forces, Sentiment Score: 3.578591549295781\n",
      "Episode: Shino_vs._Torune!, Sentiment Score: 3.5259782608695676\n",
      "Episode: A_Hole_in_the_Heart:_The_Other_Jinchūriki, Sentiment Score: 3.9617956656346767\n",
      "Episode: The_Soul_Living_Inside_the_Puppet, Sentiment Score: 3.8043037974683562\n",
      "Episode: Run,_Omoi!, Sentiment Score: 3.9165028901734114\n",
      "Episode: Reinforcements_Arrive, Sentiment Score: 3.8663398692810476\n",
      "Episode: Madara_Uchiha, Sentiment Score: 3.6990106150645783\n",
      "Episode: The_Five_Kage_Assemble, Sentiment Score: 3.3825490196078447\n",
      "Episode: The_Unbreakable_Mask_and_the_Shattered_Bubble, Sentiment Score: 3.6200000000000006\n",
      "Episode: Jinchūriki_vs._Jinchūriki, Sentiment Score: 3.13844522968198\n",
      "Episode: Four-Tails,_the_King_of_Sage_Monkeys, Sentiment Score: 3.661324921135648\n",
      "Episode: Nine-Tails, Sentiment Score: 3.6990106150645783\n",
      "Episode: Kurama, Sentiment Score: 3.6990106150645783\n",
      "Episode: Two-Man_Team, Sentiment Score: 3.3168435754189973\n",
      "Episode: The_Promise_of_Victory, Sentiment Score: 3.803333333333334\n",
      "Episode: Eyes_That_See_in_the_Dark, Sentiment Score: 3.6231818181818194\n",
      "Episode: A_Will_of_Stone, Sentiment Score: 3.557076502732242\n",
      "Episode: The_Risks_of_the_Impure_World_Reincarnation, Sentiment Score: 3.9249473684210554\n",
      "Episode: Sibling_Tag_Team, Sentiment Score: 3.718742138364781\n",
      "Episode: To_Each_Their_Own_Leaf, Sentiment Score: 3.7355594405594434\n",
      "Episode: Kabuto_Yakushi, Sentiment Score: 3.6990106150645783\n",
      "Episode: The_Izanami_Activated, Sentiment Score: 3.7570386266094458\n",
      "Episode: Izanagi_and_Izanami, Sentiment Score: 3.9708080808080806\n",
      "Episode: I_Will_Love_You_Always, Sentiment Score: 3.9030603448275882\n",
      "Episode: Impure_World_Reincarnation:_Release!, Sentiment Score: 3.683346153846157\n",
      "Episode: Orochimaru's_Return, Sentiment Score: 3.694180064308685\n",
      "Episode: The_Secret_of_the_Space–Time_Ninjutsu, Sentiment Score: 3.9884139784946275\n",
      "Episode: Who_Are_You?, Sentiment Score: 3.426553846153847\n",
      "Episode: Obito_and_Madara, Sentiment Score: 3.9003645833333382\n",
      "Episode: I'm_in_Hell, Sentiment Score: 3.656045016077174\n",
      "Episode: World_of_Dreams, Sentiment Score: 3.7018021201413456\n",
      "Episode: Creeping_Shadow, Sentiment Score: 3.7947183098591593\n",
      "Episode: The_New_Akatsuki, Sentiment Score: 3.6834933035714275\n",
      "Episode: The_Mask_that_Hides_the_Heart, Sentiment Score: 3.825115511551154\n",
      "Episode: Minato's_Death, Sentiment Score: 3.7107441860465147\n",
      "Episode: Hashirama's_Cells, Sentiment Score: 3.6729533678756505\n",
      "Episode: The_Rogue_Ninja:_Orochimaru, Sentiment Score: 3.7058064516129043\n",
      "Episode: Orochimaru's_Test_Subject, Sentiment Score: 3.709924242424245\n",
      "Episode: Their_Own_Paths, Sentiment Score: 3.565860465116282\n",
      "Episode: The_Targeted_Sharingan, Sentiment Score: 3.7462280701754387\n",
      "Episode: A_Shinobi_of_the_Leaf, Sentiment Score: 3.235909090909092\n",
      "Episode: An_Uchiha_Anbu, Sentiment Score: 3.55564748201439\n",
      "Episode: Coup_d'État, Sentiment Score: 3.9695909090909147\n",
      "Episode: The_Night_of_the_Tragedy, Sentiment Score: 3.743315789473687\n",
      "Episode: Jōnin_Leader, Sentiment Score: 3.4597802197802228\n",
      "Episode: Team_7, Sentiment Score: 3.6990106150645783\n",
      "Episode: Kakashi's_Resolve, Sentiment Score: 3.551937172774874\n",
      "Episode: The_Allied_Shinobi_Forces_Technique, Sentiment Score: 3.479582089552244\n",
      "Episode: The_Ties_That_Bind, Sentiment Score: 3.733723404255318\n",
      "Episode: The_Invisible_Dancers, Sentiment Score: 3.558116710875334\n",
      "Episode: The_All-Knowing, Sentiment Score: 3.3060792951541877\n",
      "Episode: Hashirama_and_Madara, Sentiment Score: 3.562510460251049\n",
      "Episode: Warring_States_Period, Sentiment Score: 3.6990106150645783\n",
      "Episode: My_True_Dream, Sentiment Score: 4.06298329355609\n",
      "Episode: Sasuke's_Answer, Sentiment Score: 4.05034408602151\n",
      "Episode: Hole, Sentiment Score: 3.8507653061224514\n",
      "Episode: Something_to_Fill_the_Hole, Sentiment Score: 3.7752713178294597\n",
      "Episode: Team_7,_Assemble!, Sentiment Score: 3.790162601626018\n",
      "Episode: The_New_Three-Way_Deadlock, Sentiment Score: 3.908983050847459\n",
      "Episode: Kakashi_vs._Obito, Sentiment Score: 3.3266666666666693\n",
      "Episode: The_Directive_to_Take_the_Nine-Tails, Sentiment Score: 3.5649750000000044\n",
      "Episode: Naruto_vs._Mecha-Naruto, Sentiment Score: 3.1343589743589777\n",
      "Episode: The_Ten-Tails'_Jinchūriki, Sentiment Score: 3.4648888888888902\n",
      "Episode: An_Opening, Sentiment Score: 3.1932387706855825\n",
      "Episode: The_Day_Naruto_Was_Born, Sentiment Score: 3.374637223974765\n",
      "Episode: God_Tree, Sentiment Score: 3.6990106150645783\n",
      "Episode: A_Shinobi's_Dream, Sentiment Score: 3.7536551724137937\n",
      "Episode: Pursuing_Hope, Sentiment Score: 3.5203973509933784\n",
      "Episode: A_Heart_Filled_With_Comrades, Sentiment Score: 3.422330508474578\n",
      "Episode: Obito_Uchiha, Sentiment Score: 3.6990106150645783\n",
      "Episode: I'm_Always_Watching, Sentiment Score: 4.25572463768116\n",
      "Episode: The_Promise_That_Was_Kept, Sentiment Score: 3.527085201793722\n",
      "Episode: My_First_Friend, Sentiment Score: 3.4228089887640474\n",
      "Episode: The_Adored_Elder_Sister, Sentiment Score: 3.8605597014925386\n",
      "Episode: Hanabi's_Decision, Sentiment Score: 4.184674796747971\n",
      "Episode: Madara_Uchiha_Arises, Sentiment Score: 3.552239747634069\n",
      "Episode: The_Hidden_Heart, Sentiment Score: 3.626602150537639\n",
      "Episode: A_True_Ending, Sentiment Score: 3.180996978851965\n",
      "Episode: The_New_Chūnin_Exams, Sentiment Score: 3.620232558139536\n",
      "Episode: The_Chūnin_Exams_Begin!, Sentiment Score: 3.3841471571906374\n",
      "Episode: The_Three_Questions, Sentiment Score: 4.107052980132455\n",
      "Episode: One_Worthy_as_a_Leader, Sentiment Score: 3.7902247191011273\n",
      "Episode: The_Night_Before_the_Second_Exam, Sentiment Score: 3.561124620060794\n",
      "Episode: Demon_Desert_Survival, Sentiment Score: 3.840000000000004\n",
      "Episode: As_a_Taijutsu_User, Sentiment Score: 3.737341389728098\n",
      "Episode: The_Ultimate, Sentiment Score: 3.8876618705035964\n",
      "Episode: Escape_vs._Pursuit, Sentiment Score: 3.6321759259259268\n",
      "Episode: Unwavering_Gutsiness, Sentiment Score: 3.4657476635514026\n",
      "Episode: Tenten's_Troubles, Sentiment Score: 3.436016949152546\n",
      "Episode: The_Imprisoned_Pair, Sentiment Score: 3.8183769633507887\n",
      "Episode: The_Place_Where_I_Belong, Sentiment Score: 3.444795539033463\n",
      "Episode: The_Yamanaka_Clan:_Secret_Ninjutsu, Sentiment Score: 3.623594771241832\n",
      "Episode: The_Cursed_Puppet, Sentiment Score: 3.7442857142857173\n",
      "Episode: Their_Backs, Sentiment Score: 3.7870588235294145\n",
      "Episode: The_Hidden_Plot_Set_Into_Motion, Sentiment Score: 3.723240506329117\n",
      "Episode: The_Targeted_Tailed_Beast, Sentiment Score: 3.831222444889783\n",
      "Episode: Neji's_Judgment, Sentiment Score: 3.5468680089485494\n",
      "Episode: Hopes_Entrusted_to_the_Future, Sentiment Score: 3.5539696969696997\n",
      "Episode: On_the_Brink_of_Death, Sentiment Score: 3.1599120234604126\n",
      "Episode: The_Two_Mangekyō, Sentiment Score: 3.5404577464788747\n",
      "Episode: The_Formation_of_Team_Minato, Sentiment Score: 3.619375000000007\n",
      "Episode: You'll_Be_My_Backup, Sentiment Score: 3.5173310810810854\n",
      "Episode: The_Blue_Beast_vs._Six_Paths_Madara, Sentiment Score: 4.025517241379311\n",
      "Episode: Papa's_Youth, Sentiment Score: 3.853403361344539\n",
      "Episode: Eight_Gates_Released_Formation, Sentiment Score: 3.6990106150645783\n",
      "Episode: The_Sage_of_Six_Paths, Sentiment Score: 3.53771186440678\n",
      "Episode: The_Ones_Who_Will_Inherit, Sentiment Score: 3.8695115681233965\n",
      "Episode: Naruto's_Rival, Sentiment Score: 3.695040871934611\n",
      "Episode: To_Rise_Up, Sentiment Score: 3.067050847457628\n",
      "Episode: The_Infinite_Dream, Sentiment Score: 3.56415019762846\n",
      "Episode: The_Infinite_Tsukuyomi, Sentiment Score: 3.6968639053254444\n",
      "Episode: To_the_Dreamworld, Sentiment Score: 3.7278571428571445\n",
      "Episode: Where_Tenten_Belongs, Sentiment Score: 3.992070312500001\n",
      "Episode: Killer_B_Rappūden:_Part_1, Sentiment Score: 3.5805092592592622\n",
      "Episode: Killer_B_Rappūden:_Part_2, Sentiment Score: 3.7395497630331795\n",
      "Episode: To_See_That_Smile,_Just_One_More_Time, Sentiment Score: 3.594660347551342\n",
      "Episode: The_Loser_Ninja, Sentiment Score: 3.5660728744939303\n",
      "Episode: The_Search_Mission, Sentiment Score: 3.593228346456694\n",
      "Episode: Team_Jiraiya, Sentiment Score: 3.6990106150645783\n",
      "Episode: Order_of_Priority, Sentiment Score: 3.6833841463414645\n",
      "Episode: The_Masked_Man, Sentiment Score: 3.8083412322274905\n",
      "Episode: The_Sealed_Power, Sentiment Score: 3.4677401129943513\n",
      "Episode: The_Rules_or_a_Comrade, Sentiment Score: 3.2573453608247425\n",
      "Episode: The_Child_of_Prophecy, Sentiment Score: 3.130410256410257\n",
      "Episode: The_Caged_Bird, Sentiment Score: 3.3482262996941907\n",
      "Episode: Returning_Home, Sentiment Score: 3.335203252032522\n",
      "Episode: The_Mutual_Path, Sentiment Score: 3.5587312186978317\n",
      "Episode: The_Difference_in_Power, Sentiment Score: 3.1801470588235308\n",
      "Episode: Leaving_the_Village, Sentiment Score: 3.173867187500001\n",
      "Episode: Pursuers, Sentiment Score: 3.9721111111111114\n",
      "Episode: Collision, Sentiment Score: 3.378267148014441\n",
      "Episode: Another_Moon, Sentiment Score: 3.2865505226480862\n",
      "Episode: Comrade, Sentiment Score: 3.2177777777777803\n",
      "Episode: The_Shinobi_Unite, Sentiment Score: 2.840226700251892\n",
      "Episode: Rival, Sentiment Score: 3.471401869158879\n",
      "Episode: Birth_and_Death, Sentiment Score: 3.3709144542772895\n",
      "Episode: The_Genius, Sentiment Score: 3.444136986301369\n",
      "Episode: The_Pain_of_Living, Sentiment Score: 3.5707788161993785\n",
      "Episode: Shisui's_Request, Sentiment Score: 3.6061204013377943\n",
      "Episode: Moonlit_Night, Sentiment Score: 3.2693461538461546\n",
      "Episode: The_Darkness_of_the_Akatsuki, Sentiment Score: 3.2754310344827604\n",
      "Episode: Partner, Sentiment Score: 3.228797814207653\n",
      "Episode: Truth, Sentiment Score: 3.7245399698340833\n",
      "Episode: She_of_the_Beginning, Sentiment Score: 3.4080349344978202\n",
      "Episode: Kaguya_Ōtsutsuki, Sentiment Score: 3.6990106150645783\n",
      "Episode: Hagoromo_and_Hamura, Sentiment Score: 3.8843465491923617\n",
      "Episode: A_Fabricated_Past, Sentiment Score: 3.1031351351351364\n",
      "Episode: The_No._1_Most_Unpredictable_Ninja, Sentiment Score: 3.300000000000004\n",
      "Episode: Ninshū:_The_Ninja_Creed, Sentiment Score: 3.5963905325443797\n",
      "Episode: Asura_and_Indra, Sentiment Score: 3.41993670886076\n",
      "Episode: The_Tumultuous_Journey, Sentiment Score: 3.6494297352342175\n",
      "Episode: Asura's_Decision, Sentiment Score: 3.9291689750692553\n",
      "Episode: The_Successor, Sentiment Score: 3.5525766871165656\n",
      "Episode: A_Special_Mission, Sentiment Score: 3.5909345794392524\n",
      "Episode: Connecting_Thoughts, Sentiment Score: 2.8937391304347844\n",
      "Episode: The_Two_of_Them…_Always, Sentiment Score: 3.60565737051793\n",
      "Episode: You_Better…, Sentiment Score: 3.6505214723926387\n",
      "Episode: The_Sharingan_Revived, Sentiment Score: 3.192136752136755\n",
      "Episode: Congratulations, Sentiment Score: 4.067003484320561\n",
      "Episode: The_Valley_of_the_End, Sentiment Score: 3.6990106150645783\n",
      "Episode: The_Final_Battle, Sentiment Score: 3.4205967450271286\n",
      "Episode: Naruto_and_Sasuke, Sentiment Score: 3.0993711967545674\n",
      "Episode: The_Unison_Sign, Sentiment Score: 3.8958995815899615\n",
      "Episode: Naruto_Uzumaki!!, Sentiment Score: 3.6990106150645783\n",
      "Episode: Naruto_and_Hinata, Sentiment Score: 3.5763235294117663\n",
      "Episode: Sasuke_and_Sakura, Sentiment Score: 3.844070796460176\n",
      "Episode: Gaara_and_Shikamaru, Sentiment Score: 3.580722610722611\n",
      "Episode: Jiraiya_and_Kakashi, Sentiment Score: 3.618834951456313\n",
      "Episode: The_Exploding_Human, Sentiment Score: 3.510476900149034\n",
      "Episode: Coliseum, Sentiment Score: 3.6990106150645783\n",
      "Episode: Fūshin, Sentiment Score: 3.6990106150645783\n",
      "Episode: The_Ketsuryūgan, Sentiment Score: 3.7440178571428637\n",
      "Episode: The_Last_One, Sentiment Score: 3.5520601503759406\n",
      "Episode: The_State_of_Affairs, Sentiment Score: 3.6987667560321738\n",
      "Episode: Dark_Clouds, Sentiment Score: 3.572592592592595\n",
      "Episode: Recklessness, Sentiment Score: 3.5199435028248605\n",
      "Episode: Cloud_of_Suspicion, Sentiment Score: 3.6460714285714304\n",
      "Episode: Dawn, Sentiment Score: 3.4142049469964695\n",
      "Episode: Naruto's_Wedding, Sentiment Score: 3.8032605304212144\n",
      "Episode: A_Full-Powered_Wedding_Gift, Sentiment Score: 3.938290322580648\n",
      "Episode: Steam_and_Food_Pills, Sentiment Score: 4.0157211538461555\n",
      "Episode: The_Kazekage's_Wedding_Gift, Sentiment Score: 3.596301886792454\n",
      "Episode: The_Last_Mission, Sentiment Score: 3.823094629156012\n",
      "Episode: The_Outcome_of_the_Secret_Mission, Sentiment Score: 3.7524022346368744\n",
      "Episode: The_Message, Sentiment Score: 3.7754304635761615\n",
      "Arc: Boruto: Naruto Next Generations\n",
      "Episode: Boruto_Uzumaki!!, Sentiment Score: 3.4063080684596594\n",
      "Episode: The_Hokage's_Son…!!, Sentiment Score: 3.589745547073793\n",
      "Episode: Metal_Lee_Goes_Wild!, Sentiment Score: 3.7563549618320633\n",
      "Episode: A_Ninjutsu_Battle_of_the_Sexes!, Sentiment Score: 3.922602339181287\n",
      "Episode: The_Mysterious_Transfer_Student!, Sentiment Score: 3.5373920000000014\n",
      "Episode: The_Final_Lesson!, Sentiment Score: 3.438902027027031\n",
      "Episode: Love_and_Potato_Chips!, Sentiment Score: 3.5530562347188317\n",
      "Episode: The_Dream's_Revelation, Sentiment Score: 3.6017543859649153\n",
      "Episode: Proof_of_Oneself, Sentiment Score: 3.602655246252681\n",
      "Episode: The_Ghost_Incident:_The_Investigation_Begins!, Sentiment Score: 3.8885091743119284\n",
      "Episode: The_Shadow_of_the_Mastermind, Sentiment Score: 3.7927457098283925\n",
      "Episode: Boruto_and_Mitsuki, Sentiment Score: 3.742535211267608\n",
      "Episode: The_Demon_Beast_Appears!, Sentiment Score: 3.4882087227414322\n",
      "Episode: The_Path_That_Boruto_Can_See, Sentiment Score: 3.4945419847328245\n",
      "Episode: A_New_Path, Sentiment Score: 3.6867282321899753\n",
      "Episode: Crisis:_The_Threat_of_Failing!, Sentiment Score: 3.9236617100371745\n",
      "Episode: Run,_Sarada!, Sentiment Score: 3.9499480968858127\n",
      "Episode: A_Day_in_the_Life_of_the_Uzumaki_Family, Sentiment Score: 3.5368098159509236\n",
      "Episode: Sarada_Uchiha, Sentiment Score: 3.6990106150645783\n",
      "Episode: The_Boy_with_the_Sharingan, Sentiment Score: 3.4421411764705905\n",
      "Episode: Sasuke_and_Sarada, Sentiment Score: 3.5476075268817224\n",
      "Episode: Connected_Feelings, Sentiment Score: 3.4746317829457394\n",
      "Episode: Bonds_Come_in_All_Shapes, Sentiment Score: 3.3914729950900186\n",
      "Episode: Boruto_and_Sarada, Sentiment Score: 3.6353374233128863\n",
      "Episode: The_Turbulent_Field_Trip!!, Sentiment Score: 3.73812154696133\n",
      "Episode: The_Mizukage's_Successor, Sentiment Score: 3.5370576540755496\n",
      "Episode: A_Shinobi_Bout_of_Friendship, Sentiment Score: 3.7505000000000077\n",
      "Episode: Declaration_of_War, Sentiment Score: 3.7575657894736865\n",
      "Episode: The_New_Seven_Ninja_Swordsmen!!, Sentiment Score: 3.5209515260323188\n",
      "Episode: The_Sharingan_vs._The_Lightning_Blade,_Kiba_the_Fang!, Sentiment Score: 3.20988505747127\n",
      "Episode: Boruto_and_Kagura, Sentiment Score: 3.365856164383564\n",
      "Episode: The_Quest_for_Souvenirs, Sentiment Score: 3.441472081218276\n",
      "Episode: The_Super_Beast_Scroll_Slump!, Sentiment Score: 3.851111111111109\n",
      "Episode: The_Night_of_the_Shooting_Stars, Sentiment Score: 3.6924256292906197\n",
      "Episode: The_Parent_Teacher_Conference!, Sentiment Score: 3.7177853492333903\n",
      "Episode: The_Graduation_Exam_Begins!, Sentiment Score: 3.446980769230772\n",
      "Episode: A_Shinobi's_Resolve, Sentiment Score: 3.59164110429448\n",
      "Episode: Formation_of_the_Three-Man_Squad?, Sentiment Score: 3.3760324483775834\n",
      "Episode: The_Path_Lit_by_the_Full_Moon, Sentiment Score: 3.8234087882822863\n",
      "Episode: Team_7:_The_First_Mission!, Sentiment Score: 3.9108965517241274\n",
      "Episode: Strength_in_Unity, Sentiment Score: 3.4082380952380973\n",
      "Episode: A_Ninja's_Job, Sentiment Score: 3.9277067082683335\n",
      "Episode: The_Byakuya_Gang_Surfaces!, Sentiment Score: 3.9354580152671796\n",
      "Episode: Shikadai's_Doubts, Sentiment Score: 3.573516260162607\n",
      "Episode: Memories_from_the_Day_of_Snow, Sentiment Score: 3.756519114688131\n",
      "Episode: Go!_The_Crest_of_Night_Strategy, Sentiment Score: 3.5221590909090916\n",
      "Episode: The_Figure_I_Want_to_Be, Sentiment Score: 3.5201374045801477\n",
      "Episode: The_Genin_Documentary, Sentiment Score: 3.7235222672064796\n",
      "Episode: Wasabi_and_Namida, Sentiment Score: 3.8440841584158436\n",
      "Episode: The_Chūnin_Exams:_The_Recommendation_Meeting, Sentiment Score: 3.448284023668642\n",
      "Episode: Boruto's_Birthday, Sentiment Score: 3.662652068126524\n",
      "Episode: Sasuke's_Shadow, Sentiment Score: 3.616894409937892\n",
      "Episode: Himawari's_Birthday, Sentiment Score: 3.5493704600484306\n",
      "Episode: Sasuke_and_Boruto, Sentiment Score: 3.527476190476192\n",
      "Episode: The_Scientific_Ninja_Tool, Sentiment Score: 3.2272627737226287\n",
      "Episode: Rivals,_Gather!, Sentiment Score: 3.692450980392158\n",
      "Episode: The_Reason_I_Can't_Lose, Sentiment Score: 3.426407185628744\n",
      "Episode: The_Tournament_Begins!, Sentiment Score: 3.3833563218390825\n",
      "Episode: Boruto_vs._Shikadai, Sentiment Score: 3.530643274853801\n",
      "Episode: The_Hidden_Leaf_vs._The_Hidden_Sand, Sentiment Score: 3.5290212071778146\n",
      "Episode: The_Iron_Sand_User:_Shinki, Sentiment Score: 3.388771929824561\n",
      "Episode: The_Ōtsutsuki_Invasion, Sentiment Score: 3.401130434782612\n",
      "Episode: Sasuke's_Secret_Weapon, Sentiment Score: 3.649447368421056\n",
      "Episode: Rescuing_Naruto!, Sentiment Score: 3.336013071895423\n",
      "Episode: Father_and_Child, Sentiment Score: 3.189309494451292\n",
      "Episode: My_Story!, Sentiment Score: 3.6651158940397344\n",
      "Episode: Super_Chōchō_Butterfly_Mode!, Sentiment Score: 3.5046268656716473\n",
      "Episode: Super_Chōchō_Kiss_Mode!, Sentiment Score: 3.7802380952380967\n",
      "Episode: Super_Chōchō_Love_Upheaval!, Sentiment Score: 3.6558243727598603\n",
      "Episode: The_Other_Side_of_Anxiety, Sentiment Score: 4.285120000000002\n",
      "Episode: The_Hardest_Rock_in_the_World, Sentiment Score: 3.8808582089552206\n",
      "Episode: Mitsuki's_Will, Sentiment Score: 3.6037962962962995\n",
      "Episode: The_Other_Side_of_the_Moon, Sentiment Score: 3.349426523297495\n",
      "Episode: The_Enemy,_Ino–Shika–Chō!, Sentiment Score: 3.4620419847328288\n",
      "Episode: The_Trials_of_Ryūchi_Cave, Sentiment Score: 3.71813464235624\n",
      "Episode: Incurring_Wrath, Sentiment Score: 3.3505579399141676\n",
      "Episode: A_Fierce_Enemy:_Garaga's_Ferocious_Attack!, Sentiment Score: 3.560991620111734\n",
      "Episode: Everyone's_Motives, Sentiment Score: 3.310269151138721\n",
      "Episode: Reunion_with_Mitsuki, Sentiment Score: 3.1987319422150904\n",
      "Episode: Mitsuki's_Friend, Sentiment Score: 3.578454935622318\n",
      "Episode: Boruto's_Wish, Sentiment Score: 3.8464670658682665\n",
      "Episode: Infiltrating_the_Hidden_Stone_Village, Sentiment Score: 3.7519000000000027\n",
      "Episode: Ōnoki's_Justice, Sentiment Score: 3.596786666666664\n",
      "Episode: Ōnoki's_Thoughts,_Kū's_Thoughts, Sentiment Score: 3.840859232175505\n",
      "Episode: The_Heart_Stone, Sentiment Score: 3.6577024482109275\n",
      "Episode: Kozuchi's_Will, Sentiment Score: 3.6829947460595482\n",
      "Episode: The_Sensation_of_Living, Sentiment Score: 3.2391139240506366\n",
      "Episode: Clash:_Kokuyō!, Sentiment Score: 3.5999860917941544\n",
      "Episode: A_Piercing_Heart, Sentiment Score: 3.556963906581743\n",
      "Episode: Mitsuki_and_Sekiei, Sentiment Score: 3.271363636363638\n",
      "Episode: Ōnoki's_Will, Sentiment Score: 3.5412935883014574\n",
      "Episode: A_New_Ordinary, Sentiment Score: 3.6683647798742163\n",
      "Episode: Parent_and_Child_Day, Sentiment Score: 3.6990106150645783\n",
      "Episode: A_Heaping_Helping!_The_Eating_Contest!, Sentiment Score: 3.9640993788819925\n",
      "Episode: Tactics_for_Getting_Along_With_Your_Daughter, Sentiment Score: 3.90106346483705\n",
      "Episode: Blood,_Sweat,_and_Namida, Sentiment Score: 3.680683060109292\n",
      "Episode: Shikadai's_Decision, Sentiment Score: 3.836739562624257\n",
      "Episode: The_Cursed_Forest, Sentiment Score: 3.708984615384615\n",
      "Episode: Jūgo_and_the_Curse_Mark, Sentiment Score: 3.803441926345607\n",
      "Episode: The_Predestined_Path, Sentiment Score: 3.7586666666666697\n",
      "Episode: Jūgo's_Reinforcements, Sentiment Score: 3.478007054673724\n",
      "Episode: Melee!, Sentiment Score: 3.595810276679838\n",
      "Episode: Migration_Season, Sentiment Score: 3.403960113960114\n",
      "Episode: The_Little_Roommate, Sentiment Score: 3.764301587301586\n",
      "Episode: A_Wound_on_the_Heart, Sentiment Score: 3.9004024767801875\n",
      "Episode: The_Steam_Ninja_Scrolls:_The_S-Rank_Mission!, Sentiment Score: 4.010444444444448\n",
      "Episode: The_Steam_Ninja_Scrolls:_The_Dog_and_Cat_War!, Sentiment Score: 4.220627530364375\n",
      "Episode: The_Steam_Ninja_Scrolls:_The_Haunted_Inn!, Sentiment Score: 4.032382978723402\n",
      "Episode: The_Steam_Ninja_Scrolls:_Potato_Chips_and_the_Giant_Boulder!, Sentiment Score: 3.982268518518517\n",
      "Episode: The_Steam_Ninja_Scrolls:_The_Resurrection_Hot_Springs!, Sentiment Score: 4.114257812500002\n",
      "Episode: The_Steam_Ninja_Scrolls:_Mirai's_King!, Sentiment Score: 3.7607737226277362\n",
      "Episode: The_Chūnin_Selection_Conference, Sentiment Score: 3.691944444444444\n",
      "Episode: The_Qualities_of_a_Captain, Sentiment Score: 3.7200595238095193\n",
      "Episode: X_Cards_Proxy_War!, Sentiment Score: 4.012074074074075\n",
      "Episode: Team_25, Sentiment Score: 3.6990106150645783\n",
      "Episode: Konohamaru_and_Remon, Sentiment Score: 3.9734582623509316\n",
      "Episode: Remon's_Secret, Sentiment Score: 3.7807077625570753\n",
      "Episode: Something_That_Steals_Memories, Sentiment Score: 3.606239837398377\n",
      "Episode: Konohamaru's_Ninja_Way, Sentiment Score: 3.3708177172061355\n",
      "Episode: With_Sasuke_as_the_Goal, Sentiment Score: 3.755230263157896\n",
      "Episode: The_Entrusted_Mission:_Protect_the_One-Tails!, Sentiment Score: 3.3624607329842955\n",
      "Episode: The_Puppet_Battle!, Sentiment Score: 3.532618384401117\n",
      "Episode: Urashiki_Returns, Sentiment Score: 3.442481481481489\n",
      "Episode: Decision_Time, Sentiment Score: 3.455045207956605\n",
      "Episode: Boruto_and_Shinki, Sentiment Score: 3.312167832167836\n",
      "Episode: Shukaku's_Trick, Sentiment Score: 3.388553719008268\n",
      "Episode: Make-Out_Tactics, Sentiment Score: 3.6990106150645783\n",
      "Episode: Urashiki's_Target, Sentiment Score: 3.5011669367909244\n",
      "Episode: The_Village_Hidden_in_the_Leaves, Sentiment Score: 3.424285714285715\n",
      "Episode: Genin,_Assemble!, Sentiment Score: 3.5765053763440844\n",
      "Episode: The_Power_of_the_Nine-Tails, Sentiment Score: 3.186000000000002\n",
      "Episode: Jiraiya's_Assignment, Sentiment Score: 3.623371212121215\n",
      "Episode: A_Village_Without_Sasuke, Sentiment Score: 3.525054229934926\n",
      "Episode: The_Power_to_See_the_Future, Sentiment Score: 3.3510215053763464\n",
      "Episode: The_Last_Battle,_Urashiki, Sentiment Score: 3.2913765822784855\n",
      "Episode: Crossing_Time!, Sentiment Score: 3.727903930131008\n",
      "Episode: The_Samurai_Exchange_Student, Sentiment Score: 3.6464120781527583\n",
      "Episode: Hiashi's_Birthday, Sentiment Score: 3.598197932053173\n",
      "Episode: The_Terror!_Enko_Onikuma, Sentiment Score: 3.737840136054424\n",
      "Episode: The_Mind_Transfer_Jutsu_that_Lost_to_Potato_Chips, Sentiment Score: 3.7414959349593473\n",
      "Episode: The_Shinobi_Prison:_Hozuki_Castle, Sentiment Score: 3.7426618705036\n",
      "Episode: A_Test_of_Willpower, Sentiment Score: 3.626551155115515\n",
      "Episode: The_Criminal_Targeting_Kokuri, Sentiment Score: 3.5779602888086672\n",
      "Episode: Kokuri's_Secret, Sentiment Score: 3.668992395437265\n",
      "Episode: Breaking_Out_of_Hōzuki_Castle, Sentiment Score: 3.737655310621245\n",
      "Episode: Executing_the_Prison_Break!, Sentiment Score: 3.6340241448692248\n",
      "Episode: The_Fateful_Moonlit_Battle, Sentiment Score: 3.3965407554671985\n",
      "Episode: A_New_Mission!!, Sentiment Score: 3.650317919075145\n",
      "Episode: Friends!!, Sentiment Score: 3.723107049608358\n",
      "Episode: The_Value_of_a_Hidden_Ace, Sentiment Score: 3.518973384030423\n",
      "Episode: Boruto_and_Tentō, Sentiment Score: 3.32247288503254\n",
      "Episode: Developing_One's_Medical_Ninjutsu, Sentiment Score: 3.902762762762756\n",
      "Episode: Harmony_in_Gold, Sentiment Score: 3.984792043399641\n",
      "Episode: Himawari's_Ninja_Trial_Session, Sentiment Score: 3.8124161073825515\n",
      "Episode: Mitsuki's_Rainy_Day, Sentiment Score: 3.7806953223767357\n",
      "Episode: I_Can't_Stay_in_My_Slim_Form, Sentiment Score: 3.989675810473821\n",
      "Episode: Kara's_Footprints, Sentiment Score: 3.9292011834319505\n",
      "Episode: The_Man_Who_Disappeared, Sentiment Score: 4.08538083538084\n",
      "Episode: The_Hashirama_Cell, Sentiment Score: 3.742541176470591\n",
      "Episode: To_the_Land_of_Silence, Sentiment Score: 3.9459144893111677\n",
      "Episode: The_Castle_of_Nightmares, Sentiment Score: 3.6762298387096783\n",
      "Episode: Escaping_the_Tightening_Net, Sentiment Score: 3.5480760095011887\n",
      "Episode: The_Pursuers, Sentiment Score: 3.195952380952384\n",
      "Episode: The_Forbidden_Jutsu_of_Death, Sentiment Score: 3.194555314533626\n",
      "Episode: The_Quadruplets'_Duty, Sentiment Score: 3.4070984455958575\n",
      "Episode: Death_Match, Sentiment Score: 3.446126418152352\n",
      "Episode: Their_Decision, Sentiment Score: 3.6316184971098306\n",
      "Episode: Training_Begins!, Sentiment Score: 3.607195325542574\n",
      "Episode: A_Joint_Mission_with_the_Sand, Sentiment Score: 3.702980769230772\n",
      "Episode: A_New_Rasengan, Sentiment Score: 3.6126156941649934\n",
      "Episode: The_Results_of_Training, Sentiment Score: 3.650296912114012\n",
      "Episode: A_Signature_of_Fear, Sentiment Score: 3.797904761904764\n",
      "Episode: The_Secret_Behind_the_Underground_Room, Sentiment Score: 3.879927007299272\n",
      "Episode: The_Revival_of_the_God_Tree, Sentiment Score: 3.816722891566268\n",
      "Episode: Beyond_the_Limits!, Sentiment Score: 3.446817640047676\n",
      "Episode: Blockade_the_A-Un_Gate!, Sentiment Score: 3.9056862745098075\n",
      "Episode: The_Iron_Wall's_Sensing_System, Sentiment Score: 3.836785206258888\n",
      "Episode: Our_Fathers'_Example, Sentiment Score: 4.054650602409641\n",
      "Episode: Victor's_Scheme, Sentiment Score: 3.917298937784522\n",
      "Episode: The_Assassin,_Mugino, Sentiment Score: 4.024930991217057\n",
      "Episode: The_Vessel, Sentiment Score: 3.6618347107438045\n",
      "Episode: Ao, Sentiment Score: 3.6990106150645783\n",
      "Episode: The_Hand, Sentiment Score: 3.76219570405728\n",
      "Episode: Puppets, Sentiment Score: 3.6990106150645783\n",
      "Episode: Tools, Sentiment Score: 3.6990106150645783\n",
      "Episode: How_You_Use_It, Sentiment Score: 3.6973770491803304\n",
      "Episode: Kāma, Sentiment Score: 3.6990106150645783\n",
      "Episode: Awakening, Sentiment Score: 3.723701067615662\n",
      "Episode: Resonance, Sentiment Score: 3.6990106150645783\n",
      "Episode: Escape, Sentiment Score: 3.478675078864354\n",
      "Episode: Stray_Dog, Sentiment Score: 3.4822663551401902\n",
      "Episode: The_Past, Sentiment Score: 4.0572077922077945\n",
      "Episode: Coexistence, Sentiment Score: 3.4236697247706434\n",
      "Episode: The_Uzumaki_Household, Sentiment Score: 3.6675739644970418\n",
      "Episode: A_Vase, Sentiment Score: 3.5861764705882355\n",
      "Episode: A_Binding_Force, Sentiment Score: 3.3516326530612273\n",
      "Episode: Delta, Sentiment Score: 3.6990106150645783\n",
      "Episode: Monsters, Sentiment Score: 3.6990106150645783\n",
      "Episode: Overload, Sentiment Score: 3.5925098814229277\n",
      "Episode: Becoming_a_Student, Sentiment Score: 3.47830371567044\n",
      "Episode: Empty_Tears, Sentiment Score: 3.6585425101214586\n",
      "Episode: The_Cult, Sentiment Score: 3.316820652173916\n",
      "Episode: Surprise_Attack!, Sentiment Score: 3.4114715189873435\n",
      "Episode: He's_Bad_News, Sentiment Score: 3.3142909760589356\n",
      "Episode: Proof, Sentiment Score: 3.5918433179723444\n",
      "Episode: The_New_Team_7, Sentiment Score: 3.6647549019607855\n",
      "Episode: Regeneration, Sentiment Score: 3.51186868686869\n",
      "Episode: Momoshiki's_Manifestation, Sentiment Score: 3.2801428571428612\n",
      "Episode: The_Outcast, Sentiment Score: 3.8199418604651165\n",
      "Episode: Clues_to_Kara, Sentiment Score: 3.7837257824143067\n",
      "Episode: The_Chase, Sentiment Score: 3.696249999999999\n",
      "Episode: Amado's_Defection, Sentiment Score: 3.451619047619052\n",
      "Episode: True_Identity, Sentiment Score: 3.335483443708608\n",
      "Episode: Predestined_Fate, Sentiment Score: 3.5929885057471305\n",
      "Episode: Prepared, Sentiment Score: 3.3207592190889383\n",
      "Episode: Sacrifice, Sentiment Score: 3.6990106150645783\n",
      "Episode: Decision, Sentiment Score: 3.342993630573252\n",
      "Episode: Partner, Sentiment Score: 3.228797814207653\n",
      "Episode: Return, Sentiment Score: 3.413828306264505\n",
      "Episode: Remaining_Time, Sentiment Score: 3.738223350253809\n",
      "Episode: The_Chūnin_Exams_Resume, Sentiment Score: 3.586764314247662\n",
      "Episode: The_Night_Before_the_Final_Round, Sentiment Score: 3.9133739837398407\n",
      "Episode: Inojin_vs._Hōki, Sentiment Score: 3.5748615384615374\n",
      "Episode: The_Legend_of_the_Monster_Cat, Sentiment Score: 3.868124076809451\n",
      "Episode: Showdown_Between_Close_Friends, Sentiment Score: 3.6519915254237336\n",
      "Episode: Samurai_vs._Science, Sentiment Score: 3.7885085227272723\n",
      "Episode: Team_7's_Last_Mission?!, Sentiment Score: 3.724454072790298\n",
      "Episode: Kawaki's_Path_to_Becoming_a_Ninja, Sentiment Score: 3.7041666666666684\n",
      "Episode: Breach_of_Orders, Sentiment Score: 3.6410562180579245\n",
      "Episode: A_Wish, Sentiment Score: 3.672179034157827\n",
      "Episode: The_Rusty_Sword, Sentiment Score: 3.910540983606557\n",
      "Episode: Captain_Denki's_First_Mission, Sentiment Score: 3.992640218878245\n",
      "Episode: The_New_Team_7_Jumps_Into_Action, Sentiment Score: 3.7971870794078053\n",
      "Episode: The_Unleashed_Villain, Sentiment Score: 3.390570264765788\n",
      "Episode: Infiltrating_Dotō_Island, Sentiment Score: 3.623130434782609\n",
      "Episode: Cut_and_Run, Sentiment Score: 3.646470588235298\n",
      "Episode: The_Mobile_Fortress, Sentiment Score: 3.4468148148148186\n",
      "Episode: A_Killer_on_the_Ship, Sentiment Score: 3.6209292502639867\n",
      "Episode: The_Boy_from_the_Isle_of_Shipbuilders, Sentiment Score: 3.7249242424242457\n",
      "Episode: Ikada's_Dream, Sentiment Score: 3.8911538461538413\n",
      "Episode: Ikada's_Secret, Sentiment Score: 3.896209386281592\n",
      "Episode: Seiren, Sentiment Score: 3.6990106150645783\n",
      "Episode: Where_I_Belong, Sentiment Score: 3.6920629921259827\n",
      "Episode: Rift, Sentiment Score: 3.6990106150645783\n",
      "Episode: Funamushi's_Tenacity, Sentiment Score: 3.578801313628904\n",
      "Episode: A_Heavy_Loss, Sentiment Score: 3.5373842592592633\n",
      "Episode: For_Kagura, Sentiment Score: 3.7828532974427933\n",
      "Episode: Another_Fierce_Battle, Sentiment Score: 3.464938101788166\n",
      "Episode: Burgeoning_Hatred, Sentiment Score: 3.700870827285916\n",
      "Episode: The_Blood_of_the_Funato, Sentiment Score: 3.6743330179753935\n",
      "Episode: Their_Resolve, Sentiment Score: 3.465490566037742\n",
      "Episode: The_Desire_to_Believe, Sentiment Score: 3.77772727272727\n",
      "Episode: Conflicting_Feelings, Sentiment Score: 3.5929602888086682\n",
      "Episode: The_Spiral_of_Revenge, Sentiment Score: 3.579358974358971\n",
      "Episode: A_Tricky_Assignment, Sentiment Score: 3.5129656160458476\n",
      "Episode: The_Ultimate_Recipe, Sentiment Score: 3.8420923076923086\n",
      "Episode: Konohamaru_Becomes_the_Hokage?!, Sentiment Score: 4.0305722070844645\n",
      "Episode: The_Uzumaki_Family's_Hot_Springs_Vacation, Sentiment Score: 3.7895014662756625\n",
      "Episode: A_Wound_That_Never_Heals, Sentiment Score: 3.859934853420186\n",
      "Episode: Fireworks_of_Love, Sentiment Score: 3.9980226700251835\n",
      "Episode: Kawaki_Enters_the_Ninja_Academy!, Sentiment Score: 3.858148148148147\n",
      "Episode: The_Princess's_Tea_Party, Sentiment Score: 3.7595825049701714\n",
      "Episode: Bloom,_Hana!_The_Teacher's_Gifts, Sentiment Score: 4.020736579275897\n",
      "Episode: The_Seven_Mysteries_Investigative_Team_Forms!, Sentiment Score: 3.8738819095477366\n",
      "Episode: Team_Rivalry:_Practical_Skills_Training!, Sentiment Score: 3.759194729136161\n",
      "Episode: Himawari_Kidnapped!, Sentiment Score: 3.6651616628175447\n",
      "Episode: Kawaki's_Cover_Blown?!, Sentiment Score: 3.4436869340232827\n",
      "Episode: Target:_The_School_Festival, Sentiment Score: 3.749283854166664\n",
      "Episode: The_Sneaking_Shadow, Sentiment Score: 3.726261261261262\n",
      "Episode: Two_Sides_of_the_Same_Coin, Sentiment Score: 3.8713766730401553\n",
      "Episode: The_Island_of_Treachery, Sentiment Score: 3.956168741355455\n",
      "Episode: Students_Unite!, Sentiment Score: 3.6909400324149115\n",
      "Episode: Farewell,_Academy!, Sentiment Score: 3.68363265306122\n",
      "Episode: A_Flightless_Hawk, Sentiment Score: 3.7352488687782754\n",
      "Episode: Into_the_Sky_Again, Sentiment Score: 3.8278157503714683\n",
      "Episode: Welcome_to_the_Maze, Sentiment Score: 3.769603960396034\n",
      "Episode: Disappearing_Lives, Sentiment Score: 4.002917127071813\n",
      "Episode: Musical_Chairs, Sentiment Score: 3.7547493734335773\n",
      "Episode: Barrier_of_Seven, Sentiment Score: 3.7418629908103473\n",
      "Episode: Breakthrough, Sentiment Score: 3.645082417582422\n",
      "Episode: The_Eighth_Truth, Sentiment Score: 3.965409836065561\n",
      "Episode: Sasuke_Retsuden:_Infiltration, Sentiment Score: 3.7110912343470526\n",
      "Episode: Sasuke_Retsuden:_Star_Lines, Sentiment Score: 3.8425065963060643\n",
      "Episode: Sasuke_Retsuden:_The_Secret_in_the_Cellar, Sentiment Score: 3.560145454545459\n",
      "Episode: Sasuke_Retsuden:_The_Sky_that_Fell_to_the_Earth, Sentiment Score: 3.849585062240657\n",
      "Episode: Sasuke_Retsuden:_The_Ring, Sentiment Score: 3.410913770913766\n",
      "Episode: Claw_Marks, Sentiment Score: 3.6990106150645783\n",
      "Episode: Captives, Sentiment Score: 3.7576403207330977\n",
      "Episode: Qualifications, Sentiment Score: 3.7968714448236582\n",
      "Episode: Presence, Sentiment Score: 3.667236111111111\n",
      "Episode: Control, Sentiment Score: 3.6154723707664913\n",
      "Episode: Hunger, Sentiment Score: 3.186263498920087\n",
      "Episode: Farewell, Sentiment Score: 3.636873350923481\n"
     ]
    }
   ],
   "source": [
    "sentiment_scores_episodes = {}\n",
    "\n",
    "def calculate_sentiment(description, word_scores):\n",
    "    \"\"\"\n",
    "    Calculate the sentiment score for a given text description.\n",
    "\n",
    "    Parameters:\n",
    "    - description (str): The text description for which sentiment is to be calculated.\n",
    "    - word_scores (dict): A dictionary containing word sentiment scores.\n",
    "\n",
    "    Returns:\n",
    "    - float or None: The average sentiment score if valid tokens are found, otherwise None.\n",
    "\n",
    "    \"\"\"\n",
    "    if description is None:\n",
    "        return None\n",
    "    \n",
    "    tokens = word_tokenize(description.lower())\n",
    "    sentiment_scores_episodes = [word_scores.get(token, 0) for token in tokens]\n",
    "    \n",
    "    if sentiment_scores_episodes:\n",
    "        average_sentiment = sum(sentiment_scores_episodes) / len(sentiment_scores_episodes)\n",
    "        return average_sentiment\n",
    "    else:\n",
    "        return None\n",
    "\n",
    "all_sentiment_scores = []\n",
    "for arc_name, episodes in episode_dict.items():\n",
    "    for episode in episodes:\n",
    "        episode_title = episode['Episode Title']\n",
    "        episode_description = episode.get('episode synopsis text', '')\n",
    "\n",
    "        sentiment_score = calculate_sentiment(episode_description, labmt)\n",
    "        \n",
    "        episode['sentiment_score'] = sentiment_score\n",
    "\n",
    "        sentiment_scores_episodes.setdefault(arc_name, []).append({'Episode Title': episode_title, 'Sentiment Score': sentiment_score})\n",
    "\n",
    "        if sentiment_score is not None:\n",
    "            all_sentiment_scores.append(sentiment_score)\n",
    "\n",
    "average_sentiment_all_episodes = sum(all_sentiment_scores) / len(all_sentiment_scores)\n",
    "\n",
    "for arc_name, episodes in sentiment_scores_episodes.items():\n",
    "    for episode in episodes:\n",
    "        if episode['Sentiment Score'] is None:\n",
    "            episode['Sentiment Score'] = average_sentiment_all_episodes\n",
    "\n",
    "for arc_name, episodes in sentiment_scores_episodes.items():\n",
    "    print(f\"Arc: {arc_name}\")\n",
    "    for episode in episodes:\n",
    "        print(f\"Episode: {episode['Episode Title']}, Sentiment Score: {episode['Sentiment Score']}\")\n",
    "\n",
    "with open('../data/sentiment_scores_episodes.json', 'w') as file:\n",
    "    json.dump(sentiment_scores_episodes, file)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We wanted to see if any pattern could be found by computing the sentiment score for each episode and plotting it. Maybe there would be a more positive or negative development in the series as it went along? Or maybe it would take the properties of a noise graph where it is difficult to really conclude anything from it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "y_values = []\n",
    "\n",
    "for arc_name, episodes in sentiment_scores_episodes.items():\n",
    "    for episode in episodes:\n",
    "        y_values.append(episode['Sentiment Score'])\n",
    "\n",
    "plt.scatter(range(len(y_values)), y_values, label='Episodes', color='blue', s=5)\n",
    "\n",
    "plt.plot(range(len(y_values)), y_values, linestyle='-', marker='', color='black')\n",
    "\n",
    "plt.title('Dot Plot with Connecting Lines')\n",
    "plt.xlabel('Episode')\n",
    "plt.ylabel('Sentiment Score')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As the plot above shows, it has the same characteristics as a noise graph. It is difficult to really conclude something by this analysis. But maybe this could be expected. For a series consisting of over 1000 episodes, it would be natural that the episodes would be a mix between some more 'positive' oriented and some would be more 'negative'. Another thing worth noticing is that the episodes really don't differ that much in terms of absolute difference. In generel, the episodes has a pretty low sentiment scores which makes sense considering the nature of the series, which is about ninjas fighting each other."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Character Sentiment Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Another aspect we wanted to dive into was the character sentiment scores. Could we find some evil characters and some good characters? Therefore, we computed their sentiment scores and added their sentiment score as an attribute.\n",
    "\n",
    "First off, we start by importing the text data for each character:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "json_file_path_characther_text = '/Users/lukasjonsson/Desktop/DTU/Kandidat/3. semester/Social graphs & interactions/Project/socialGraphsProject/data/characters_texts.json'\n",
    "\n",
    "with open(json_file_path_characther_text, 'r') as file:\n",
    "    characters_text = json.load(file)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From here, we can now begin to calculate the sentiment score of each character in a similar way to how we did it for each episode:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Character: Akane, Sentiment Score: 3.6959190031152667\n",
      "Character: Akemaru, Sentiment Score: 3.6194999999999995\n",
      "Character: Ada, Sentiment Score: 3.9541736227045052\n",
      "Character: Agira_Ryūdōin, Sentiment Score: 3.8489215686274525\n",
      "Character: Agari_Kaisen, Sentiment Score: 3.6490361445783135\n",
      "Character: Aoda, Sentiment Score: 3.392766749379652\n",
      "Character: Akaboshi, Sentiment Score: 3.6516870415647884\n",
      "Character: Amachi, Sentiment Score: 3.7765217391304367\n",
      "Character: Akari, Sentiment Score: 3.8690643274853826\n",
      "Character: Akebi_Sanzu, Sentiment Score: 3.8466081871345064\n",
      "Character: Akari_Tatsushiro, Sentiment Score: 4.011535353535359\n",
      "Character: Amado_Sanzu, Sentiment Score: 3.810792682926815\n",
      "Character: Ajisai, Sentiment Score: 3.8323349339735744\n",
      "Character: Ameyuki, Sentiment Score: 3.712694736842102\n",
      "Character: Ameno, Sentiment Score: 3.9062939698492447\n",
      "Character: Anko_Mitarashi, Sentiment Score: 3.7079616671736924\n",
      "Character: Anbu_Commander, Sentiment Score: 3.6460428849902566\n",
      "Character: Anaguma, Sentiment Score: 3.885853174603176\n",
      "Character: Akane_(Kunoichi), Sentiment Score: 3.588256880733947\n",
      "Character: Aniki_(missing-nin), Sentiment Score: 3.797703349282296\n",
      "Character: Aoi_Rokushō, Sentiment Score: 3.4632116104868853\n",
      "Character: Arashi_Umeya, Sentiment Score: 3.7114093959731567\n",
      "Character: Aoneko, Sentiment Score: 3.891129032258065\n",
      "Character: Arashi, Sentiment Score: 3.685507246376813\n",
      "Character: Araumi_Funato, Sentiment Score: 3.8478760529482443\n",
      "Character: Awaji_Unabara, Sentiment Score: 3.688313253012051\n",
      "Character: Aosa, Sentiment Score: 4.137378048780485\n",
      "Character: Ami, Sentiment Score: 3.700085836909874\n",
      "Character: Asuma_Sarutobi, Sentiment Score: 3.6231836921667053\n",
      "Character: Ao, Sentiment Score: 3.8907033770702957\n",
      "Character: Ashimaru, Sentiment Score: 3.6434633027522967\n",
      "Character: Akita_Inuzuka, Sentiment Score: 3.9234221311475443\n",
      "Character: Ankorodō_Shop_Owner, Sentiment Score: 4.174810495626817\n",
      "Character: Aniki, Sentiment Score: 3.62232026143791\n",
      "Character: Azami, Sentiment Score: 4.283018867924527\n",
      "Character: Akatsuchi, Sentiment Score: 3.688505154639152\n",
      "Character: Ashina, Sentiment Score: 4.118007662835249\n",
      "Character: Aho_Bird, Sentiment Score: 3.2290243902439033\n",
      "Character: Ashina_Uzumaki, Sentiment Score: 3.332076124567476\n",
      "Character: Anato, Sentiment Score: 3.9037073170731733\n",
      "Character: Ameyuri_Ringo, Sentiment Score: 3.641230769230762\n",
      "Character: Asaka, Sentiment Score: 3.765655526992284\n",
      "Character: Akamaru, Sentiment Score: 3.660881849315035\n",
      "Character: Amagi_Izuno, Sentiment Score: 4.029068322981369\n",
      "Character: A_(First_Raikage), Sentiment Score: 3.637026548672568\n",
      "Character: Agara, Sentiment Score: 3.30060606060606\n",
      "Character: A_(Third_Raikage), Sentiment Score: 3.729996061441488\n",
      "Character: A_(Fourth_Raikage), Sentiment Score: 3.832910717087712\n",
      "Character: Amino, Sentiment Score: 4.060258620689658\n",
      "Character: Akino, Sentiment Score: 3.6191634241245163\n",
      "Character: Akkun, Sentiment Score: 3.933563829787236\n",
      "Character: Asura_Path_(character), Sentiment Score: 3.931405152224831\n",
      "Character: Agari, Sentiment Score: 4.316637931034483\n",
      "Character: Aoba_Yamashiro, Sentiment Score: 3.810463645943079\n",
      "Character: Armadiko, Sentiment Score: 3.7923626373626393\n",
      "Character: Baji, Sentiment Score: 3.9729192546583865\n",
      "Character: Bakuto, Sentiment Score: 3.8971223021582753\n",
      "Character: Asura_Ōtsutsuki, Sentiment Score: 3.908501577287051\n",
      "Character: Babu, Sentiment Score: 3.5440051679586593\n",
      "Character: Batta, Sentiment Score: 4.088343799058084\n",
      "Character: Benten, Sentiment Score: 3.606990632318496\n",
      "Character: Batora_Kuromori, Sentiment Score: 3.9372290388547992\n",
      "Character: Bird-Masked_Anbu_Member, Sentiment Score: 3.977940199335551\n",
      "Character: Ayame, Sentiment Score: 3.8468809272918794\n",
      "Character: Atsui, Sentiment Score: 3.398362235067439\n",
      "Character: Benga, Sentiment Score: 3.704771048744457\n",
      "Character: Amagi, Sentiment Score: 3.6714214463840444\n",
      "Character: Araya, Sentiment Score: 3.5809090909090893\n",
      "Character: Aoi_(game), Sentiment Score: 4.194916201117309\n",
      "Character: Bisuke, Sentiment Score: 3.5196085409252693\n",
      "Character: Bekkō, Sentiment Score: 3.2510493827160505\n",
      "Character: Bamboo_Minister, Sentiment Score: 3.885223367697596\n",
      "Character: Baku, Sentiment Score: 3.5392286501377437\n",
      "Character: Asami, Sentiment Score: 3.6509243697479006\n",
      "Character: Baru_Uchiha, Sentiment Score: 3.7648398576512467\n",
      "Character: Azure_Fang, Sentiment Score: 3.738593750000001\n",
      "Character: Baki, Sentiment Score: 3.7741529051987577\n",
      "Character: Ageha, Sentiment Score: 4.117058823529412\n",
      "Character: Ahiko, Sentiment Score: 3.768048780487805\n",
      "Character: A_(Second_Raikage), Sentiment Score: 3.640134003350088\n",
      "Character: Amayo, Sentiment Score: 4.005291479820627\n",
      "Character: Aino, Sentiment Score: 3.9931952662721915\n",
      "Character: Amai, Sentiment Score: 3.7420161290322596\n",
      "Character: Amuda, Sentiment Score: 3.8649258160237396\n",
      "Character: Ashitaba, Sentiment Score: 3.950753138075317\n",
      "Character: Akane's_Father, Sentiment Score: 4.063728813559323\n",
      "Character: Biwako_Sarutobi, Sentiment Score: 3.790711743772243\n",
      "Character: Akio, Sentiment Score: 4.113595505617979\n",
      "Character: Abiru, Sentiment Score: 3.789906542056076\n",
      "Character: Bandō, Sentiment Score: 4.0342519685039395\n",
      "Character: Bando, Sentiment Score: 3.743006362672302\n",
      "Character: Asaki, Sentiment Score: 3.7584986595174263\n",
      "Character: Akahoshi, Sentiment Score: 3.8610009442870523\n",
      "Character: Amaru, Sentiment Score: 3.9907220216606425\n",
      "Character: Beekeeper, Sentiment Score: 3.9710535714285706\n",
      "Character: Bansai, Sentiment Score: 4.04523529411765\n",
      "Character: Banna, Sentiment Score: 3.7564415584415616\n",
      "Character: Baiu, Sentiment Score: 3.3238666666666674\n",
      "Character: Black_Shadow, Sentiment Score: 4.171641414141416\n",
      "Character: Arai, Sentiment Score: 3.8845054945054964\n",
      "Character: Black_Zetsu, Sentiment Score: 3.590384038403819\n",
      "Character: Blue_B, Sentiment Score: 3.9396893588896162\n",
      "Character: Baku_(Anbu), Sentiment Score: 3.795625000000001\n",
      "Character: Boar-Masked_Anbu_Member, Sentiment Score: 3.717939011566768\n",
      "Character: Boxing_Kangaroos, Sentiment Score: 4.2656224899598385\n",
      "Character: Boro, Sentiment Score: 3.788900238338418\n",
      "Character: Boruto_Uzumaki, Sentiment Score: 3.7166587162610134\n",
      "Character: Breeze_Dancer, Sentiment Score: 4.009946808510642\n",
      "Character: Bug, Sentiment Score: 3.9431460674157237\n",
      "Character: Bug_(Claw_Grime), Sentiment Score: 3.4832727272727273\n",
      "Character: Bull, Sentiment Score: 3.715233812949642\n",
      "Character: Buna, Sentiment Score: 3.421894736842105\n",
      "Character: Bunpuku, Sentiment Score: 3.568780120481928\n",
      "Character: Buntan_Kurosuki, Sentiment Score: 3.6803732970026983\n",
      "Character: Bunzō, Sentiment Score: 4.051355140186915\n",
      "Character: Buriko_Nekoka, Sentiment Score: 3.251176470588236\n",
      "Character: Byakuren, Sentiment Score: 3.7828184713375825\n",
      "Character: Burami, Sentiment Score: 3.9484720758693346\n",
      "Character: Butsuma_Senju, Sentiment Score: 3.8676529477196833\n",
      "Character: C, Sentiment Score: 3.6695706285002965\n",
      "Character: Calm_Seas_Daimyō, Sentiment Score: 4.178518518518522\n",
      "Character: Chamaru, Sentiment Score: 3.431853785900785\n",
      "Character: Captain_of_the_Ghost_Ship, Sentiment Score: 4.277785234899331\n",
      "Character: Chainya, Sentiment Score: 3.883584337349401\n",
      "Character: Chamū, Sentiment Score: 3.891566455696203\n",
      "Character: Chen, Sentiment Score: 3.9965169569202454\n",
      "Character: Chibi, Sentiment Score: 3.626210045662105\n",
      "Character: Chōseki, Sentiment Score: 3.6802631578947396\n",
      "Character: Chōmei, Sentiment Score: 3.4162755102040676\n",
      "Character: Dan_Katō, Sentiment Score: 3.857254213483141\n",
      "Character: Daibutsu, Sentiment Score: 3.748653846153848\n",
      "Character: Daikoku_Funeno, Sentiment Score: 3.626666666666671\n",
      "Character: Chiyo_(princess), Sentiment Score: 3.71048034934498\n",
      "Character: Danjō, Sentiment Score: 3.9723153409090926\n",
      "Character: Chōchō_Akimichi, Sentiment Score: 3.8611029886046055\n",
      "Character: Dokan, Sentiment Score: 3.6168533333333355\n",
      "Character: Chōbee_Akimichi, Sentiment Score: 3.554565916398714\n",
      "Character: Chūji, Sentiment Score: 3.9052115812917636\n",
      "Character: Chōji_Akimichi, Sentiment Score: 3.7465859426733945\n",
      "Character: Chiriku, Sentiment Score: 3.703883626522329\n",
      "Character: Don, Sentiment Score: 4.056072186836522\n",
      "Character: Daizen_Matsushige, Sentiment Score: 3.751684210526315\n",
      "Character: Dodai, Sentiment Score: 3.729089041095874\n",
      "Character: Chichiatsu, Sentiment Score: 3.3052173913043483\n",
      "Character: Daichi, Sentiment Score: 4.005488372093025\n",
      "Character: Cursed_Warrior, Sentiment Score: 3.523165618448642\n",
      "Character: Dōshu_Goetsu, Sentiment Score: 3.7117252747252727\n",
      "Character: Dotō_Kazahana, Sentiment Score: 3.752978505629472\n",
      "Character: Emi, Sentiment Score: 3.76227642276423\n",
      "Character: Chūkichi, Sentiment Score: 3.452911208151386\n",
      "Character: Chiyomatsu, Sentiment Score: 3.4697326203208565\n",
      "Character: Chūkaku, Sentiment Score: 3.636964285714285\n",
      "Character: Curse_Jutsu_Master, Sentiment Score: 3.7097087378640805\n",
      "Character: Earth_Daimyō, Sentiment Score: 3.965585585585586\n",
      "Character: Claw_Daimyō, Sentiment Score: 3.910650406504067\n",
      "Character: Chōza_Akimichi, Sentiment Score: 3.73290238611711\n",
      "Character: Deidara, Sentiment Score: 3.5911235955055885\n",
      "Character: Demonic_Statue_of_the_Outer_Path, Sentiment Score: 3.2974613353451225\n",
      "Character: Dosu_Kinuta, Sentiment Score: 3.4838874680306855\n",
      "Character: Dangō, Sentiment Score: 3.8599999999999994\n",
      "Character: Disonasu, Sentiment Score: 3.6806600985221625\n",
      "Character: Danzō_Shimura, Sentiment Score: 3.620472919418732\n",
      "Character: Denka, Sentiment Score: 3.4971825396825404\n",
      "Character: Daruma_Izuno, Sentiment Score: 3.956041666666672\n",
      "Character: Dōshin, Sentiment Score: 3.4282456140350908\n",
      "Character: Chiyo, Sentiment Score: 3.742261771300419\n",
      "Character: Daimaru, Sentiment Score: 3.8044578313253052\n",
      "Character: Emina, Sentiment Score: 3.935336134453783\n",
      "Character: Dekai, Sentiment Score: 3.575245098039218\n",
      "Character: Ebizō, Sentiment Score: 3.8772230889235586\n",
      "Character: Daemon, Sentiment Score: 3.865160289555317\n",
      "Character: Crimson_Fist, Sentiment Score: 3.686666666666667\n",
      "Character: Eagle-Masked_Anbu_Member, Sentiment Score: 3.706711229946522\n",
      "Character: Condor, Sentiment Score: 4.011699846860644\n",
      "Character: Ebisu, Sentiment Score: 3.574533243787761\n",
      "Character: Darui, Sentiment Score: 3.559297124600602\n",
      "Character: Dread_Lion, Sentiment Score: 3.791854838709678\n",
      "Character: Deepa, Sentiment Score: 3.7740660259088803\n",
      "Character: Chōhan, Sentiment Score: 3.688173913043481\n",
      "Character: Daen_Nara, Sentiment Score: 3.3890804597701165\n",
      "Character: Datsuji, Sentiment Score: 3.778131212723661\n",
      "Character: Chūshin, Sentiment Score: 3.5654825462012236\n",
      "Character: Chōjūrō, Sentiment Score: 3.683212067435642\n",
      "Character: Dajimu, Sentiment Score: 3.5478333333333354\n",
      "Character: Code, Sentiment Score: 3.837946530147888\n",
      "Character: Dango_Mitsuki, Sentiment Score: 3.404347826086958\n",
      "Character: Chikara, Sentiment Score: 4.070360360360363\n",
      "Character: Chihare_Amano, Sentiment Score: 3.9965565610859364\n",
      "Character: Chōji's_Mother, Sentiment Score: 3.7832584269662926\n",
      "Character: Doragu, Sentiment Score: 3.9668527918781744\n",
      "Character: Daore_Dōtonbori, Sentiment Score: 3.831277777777778\n",
      "Character: Conch_King, Sentiment Score: 3.60320610687023\n",
      "Character: Eiki_Fūma, Sentiment Score: 3.762183322724366\n",
      "Character: Chishima, Sentiment Score: 3.935654450261785\n",
      "Character: Dengaku, Sentiment Score: 3.4596774193548385\n",
      "Character: Dokku, Sentiment Score: 3.9661649365628358\n",
      "Character: Doseki_Ganryū, Sentiment Score: 3.827632933104632\n",
      "Character: Delta, Sentiment Score: 3.8707864108209957\n",
      "Character: Denki_Kaminarimon, Sentiment Score: 3.90736937187323\n",
      "Character: Doki, Sentiment Score: 4.002753164556964\n",
      "Character: Dōtō_Akimichi, Sentiment Score: 3.0082500000000025\n",
      "Character: Chino, Sentiment Score: 3.871134514121575\n",
      "Character: Earth_Prison_Golem, Sentiment Score: 3.476934306569345\n",
      "Character: Etoro_Konjiki, Sentiment Score: 3.6395354523227406\n",
      "Character: Enchū_Nara, Sentiment Score: 3.9152191235059797\n",
      "Character: Enzo_Tenrō, Sentiment Score: 3.8483661971831\n",
      "Character: Evil_Minister_of_the_Tea_Daimyō, Sentiment Score: 4.327445652173914\n",
      "Character: En_no_Gyōja, Sentiment Score: 3.897237163814185\n",
      "Character: En_Oyashiro, Sentiment Score: 3.7286354166666587\n",
      "Character: Enko_Onikuma, Sentiment Score: 3.8726628895184114\n",
      "Character: Erimaki_Sharo, Sentiment Score: 3.548255033557049\n",
      "Character: Ereki_Kaminarimon, Sentiment Score: 4.099215189873415\n",
      "Character: Emiru, Sentiment Score: 4.1763157894736835\n",
      "Character: Enra, Sentiment Score: 3.404387755102044\n",
      "Character: Ensui_Nara, Sentiment Score: 3.521565557729945\n",
      "Character: Fang_Daimyō, Sentiment Score: 3.98241935483871\n",
      "Character: Frost_Daimyō, Sentiment Score: 3.8514492753623197\n",
      "Character: Feminine_Claw_Grime, Sentiment Score: 3.7397058823529434\n",
      "Character: Fox-Masked_Anbu_Member, Sentiment Score: 3.8064912280701777\n",
      "Character: F, Sentiment Score: 3.125806451612903\n",
      "Character: Fire_Daimyō_(Part_I-II), Sentiment Score: 3.5723174294060374\n",
      "Character: First_Hoshikage, Sentiment Score: 4.144250000000002\n",
      "Character: Faz, Sentiment Score: 3.971108343711078\n",
      "Character: Floating_Claw_Grime, Sentiment Score: 3.6283928571428574\n",
      "Character: First_Animal_Path_(character), Sentiment Score: 3.986522911051216\n",
      "Character: Fubuki_Kakuyoku, Sentiment Score: 3.3008785529715787\n",
      "Character: Former_Leader_of_Nadeshiko_Village, Sentiment Score: 4.36806603773585\n",
      "Character: Fukurokumaru, Sentiment Score: 4.308072289156629\n",
      "Character: Gamatama, Sentiment Score: 3.613008130081302\n",
      "Character: Gandō, Sentiment Score: 3.6723529411764724\n",
      "Character: Fundaru, Sentiment Score: 3.5642297650130566\n",
      "Character: Funari, Sentiment Score: 3.646315789473686\n",
      "Character: Fugai, Sentiment Score: 3.792625482625485\n",
      "Character: Fuen, Sentiment Score: 3.823517241379309\n",
      "Character: Gaku_Inuzuka, Sentiment Score: 3.270792951541852\n",
      "Character: Fukusuke_Hikyakuya, Sentiment Score: 3.843504531722056\n",
      "Character: Gamahiro, Sentiment Score: 3.419314775160601\n",
      "Character: Fūta_Kagetsu, Sentiment Score: 4.175000000000001\n",
      "Character: Gatekeeper, Sentiment Score: 3.8341538461538494\n",
      "Character: Furofuki, Sentiment Score: 4.151159420289859\n",
      "Character: Gamariki, Sentiment Score: 3.946774809160309\n",
      "Character: Fūjin, Sentiment Score: 4.0262719298245635\n",
      "Character: Fuku, Sentiment Score: 4.157385620915031\n",
      "Character: Furui, Sentiment Score: 3.8013919413919437\n",
      "Character: Gama, Sentiment Score: 3.486043956043961\n",
      "Character: Garaga, Sentiment Score: 3.733699753896627\n",
      "Character: Gamamichi, Sentiment Score: 3.8518556701030935\n",
      "Character: Gantetsu_(Iwagakure), Sentiment Score: 3.3819090909090925\n",
      "Character: Futami, Sentiment Score: 3.880189228529835\n",
      "Character: Fugaku_Uchiha, Sentiment Score: 3.683188253801769\n",
      "Character: Garyō, Sentiment Score: 3.78565573770492\n",
      "Character: Fudō, Sentiment Score: 3.710637007077848\n",
      "Character: Fū, Sentiment Score: 3.5946173469387532\n",
      "Character: Gataro, Sentiment Score: 4.142198852772469\n",
      "Character: Gatsu, Sentiment Score: 3.85128099173554\n",
      "Character: Gatai, Sentiment Score: 3.370031746031748\n",
      "Character: Fukuemon, Sentiment Score: 3.6937500000000014\n",
      "Character: Garashi_Tōno, Sentiment Score: 3.9097331910352144\n",
      "Character: Gari, Sentiment Score: 3.5199309815950857\n",
      "Character: Gamagorō, Sentiment Score: 3.677851239669422\n",
      "Character: Gameru, Sentiment Score: 3.5725266903914608\n",
      "Character: Futsu, Sentiment Score: 3.6353716216216228\n",
      "Character: Funamushi, Sentiment Score: 3.7826871165644027\n",
      "Character: Gengo, Sentiment Score: 3.786633663366324\n",
      "Character: Garō, Sentiment Score: 3.670580296896084\n",
      "Character: Gamamaru, Sentiment Score: 3.8014754098360464\n",
      "Character: Fūka, Sentiment Score: 3.908352849336442\n",
      "Character: Gamaden, Sentiment Score: 2.9941935483870954\n",
      "Character: Furie_Kanhen, Sentiment Score: 3.6679775280898883\n",
      "Character: Fusō, Sentiment Score: 3.9514716981132105\n",
      "Character: Genji, Sentiment Score: 3.826944444444447\n",
      "Character: Gekkō, Sentiment Score: 3.8689935064935037\n",
      "Character: Ganryū, Sentiment Score: 3.6880428571428534\n",
      "Character: Fuguki_Suikazan, Sentiment Score: 3.607209543568462\n",
      "Character: Gazeru, Sentiment Score: 3.7367901234567915\n",
      "Character: Fuki, Sentiment Score: 3.4664761904761923\n",
      "Character: Gamabunta, Sentiment Score: 3.6836514522821338\n",
      "Character: Gekomatsu, Sentiment Score: 4.158157894736845\n",
      "Character: Gamatatsu, Sentiment Score: 3.887367924528293\n",
      "Character: Gasuka, Sentiment Score: 3.7798300283286164\n",
      "Character: Gamakichi, Sentiment Score: 3.6855571635311017\n",
      "Character: Garuda, Sentiment Score: 3.372085561497327\n",
      "Character: Gamaken, Sentiment Score: 3.735631868131867\n",
      "Character: Garakuta_Gang_Leader, Sentiment Score: 4.1577419354838785\n",
      "Character: Funato_Soldier_Leader, Sentiment Score: 3.921779448621557\n",
      "Character: Fukasaku, Sentiment Score: 3.7126409495548804\n",
      "Character: Gengetsu_Hōzuki, Sentiment Score: 3.7048487654320743\n",
      "Character: Gaara, Sentiment Score: 3.694533889610959\n",
      "Character: Gatō, Sentiment Score: 3.8053887884267668\n",
      "Character: Fū_Yamanaka, Sentiment Score: 3.4913521634615288\n",
      "Character: Genbu, Sentiment Score: 3.785201005025125\n",
      "Character: Fukuyokana, Sentiment Score: 4.034242424242425\n",
      "Character: Gen'yūmaru, Sentiment Score: 3.7384395604395633\n",
      "Character: Futaba, Sentiment Score: 3.7985815602836897\n",
      "Character: Fugi, Sentiment Score: 3.5478155339805864\n",
      "Character: Fuyō, Sentiment Score: 3.8983616383616297\n",
      "Character: Genie, Sentiment Score: 3.927890909090913\n",
      "Character: Gen_Katsugi, Sentiment Score: 3.8827210884353733\n",
      "Character: Ganno, Sentiment Score: 3.706318897637787\n",
      "Character: Fugō, Sentiment Score: 4.079791937581269\n",
      "Character: Fuki_(Land_of_Sound), Sentiment Score: 4.254172413793107\n",
      "Character: Genbu_(minister), Sentiment Score: 3.885243445692887\n",
      "Character: Gantetsu, Sentiment Score: 4.244043126684636\n",
      "Character: Gennō, Sentiment Score: 3.8616309012875445\n",
      "Character: Genzō, Sentiment Score: 4.124055944055943\n",
      "Character: Genshō_Ryūdōin, Sentiment Score: 4.159863861386136\n",
      "Character: Gerotora, Sentiment Score: 3.584106463878327\n",
      "Character: Giant_Bee, Sentiment Score: 3.859724137931036\n",
      "Character: Giant_Centipede, Sentiment Score: 3.53495327102804\n",
      "Character: Genmai, Sentiment Score: 3.5097058823529426\n",
      "Character: Genma_Shiranui, Sentiment Score: 3.5939337748344187\n",
      "Character: Giant_Anteater, Sentiment Score: 3.8833027522935795\n",
      "Character: Gennai, Sentiment Score: 3.8958655221745344\n",
      "Character: Gennō's_Son, Sentiment Score: 4.002397959183675\n",
      "Character: Gensui_Amagiri, Sentiment Score: 3.8524126455906864\n",
      "Character: Giant_Insect, Sentiment Score: 3.969347826086957\n",
      "Character: Giant_Panda, Sentiment Score: 4.0292465753424676\n",
      "Character: Giant_Eagle, Sentiment Score: 4.137103825136613\n",
      "Character: Giant_Marlin, Sentiment Score: 3.9960858585858605\n",
      "Character: Giant_Clam, Sentiment Score: 3.712412060301511\n",
      "Character: Giant_Snake-Tailed_Chameleon, Sentiment Score: 3.7350450450450428\n",
      "Character: Giant_Drill-Beaked_Bird, Sentiment Score: 3.8425827814569566\n",
      "Character: Giant_Crustacean, Sentiment Score: 4.021531531531535\n",
      "Character: Giant_Multi-Headed_Dog, Sentiment Score: 3.7118009478672986\n",
      "Character: Giant_Corpse_Crab, Sentiment Score: 3.802500000000001\n",
      "Character: Giant_Rhino, Sentiment Score: 3.6499352750809075\n",
      "Character: Giant_Ox, Sentiment Score: 3.6449738219895296\n",
      "Character: Gongorō_Kamakura, Sentiment Score: 3.9814341590612727\n",
      "Character: Hikaku_Uchiha, Sentiment Score: 3.5860204081632667\n",
      "Character: Gōzu, Sentiment Score: 3.712427385892118\n",
      "Character: Hakobe_Shigaraki, Sentiment Score: 4.152012779552716\n",
      "Character: Gozu_(Root), Sentiment Score: 3.2118518518518537\n",
      "Character: Hana_Inuzuka, Sentiment Score: 3.6836896278701317\n",
      "Character: Han, Sentiment Score: 3.5916410571603956\n",
      "Character: Guren, Sentiment Score: 3.942921108741988\n",
      "Character: Guruko, Sentiment Score: 3.612542372881358\n",
      "Character: Gokai, Sentiment Score: 3.72461061946902\n",
      "Character: Head_Ninja_of_Kumogakure, Sentiment Score: 3.770517241379311\n",
      "Character: Hebihime, Sentiment Score: 3.9349130434782644\n",
      "Character: Hakuhyō, Sentiment Score: 4.071285140562251\n",
      "Character: Hakuto, Sentiment Score: 3.7452168674698734\n",
      "Character: Hako_Kuroi, Sentiment Score: 3.8150324441239953\n",
      "Character: Hamaki_Mimura, Sentiment Score: 3.4592134831460695\n",
      "Character: Hakui, Sentiment Score: 3.831385542168676\n",
      "Character: Hamura_Ōtsutsuki_Golem, Sentiment Score: 3.612259136212626\n",
      "Character: Hassaku_Onomichi, Sentiment Score: 3.539275167785231\n",
      "Character: Gonbee, Sentiment Score: 3.5578195488721827\n",
      "Character: Haido, Sentiment Score: 3.83014351614554\n",
      "Character: Hachidai, Sentiment Score: 4.249649122807019\n",
      "Character: Harusame, Sentiment Score: 3.950383747178329\n",
      "Character: Guren_(prisoner), Sentiment Score: 4.052383720930231\n",
      "Character: Ginkaku, Sentiment Score: 3.5429260450160673\n",
      "Character: Heiji, Sentiment Score: 3.564078947368423\n",
      "Character: Hanabi_Hyūga, Sentiment Score: 3.868494789656485\n",
      "Character: Hayama_Shirakumo, Sentiment Score: 3.90503546099291\n",
      "Character: Giichi, Sentiment Score: 3.766352941176472\n",
      "Character: Giant_Squid, Sentiment Score: 3.7416818181818194\n",
      "Character: Hidari, Sentiment Score: 3.823726851851853\n",
      "Character: Haku, Sentiment Score: 3.7123299707126374\n",
      "Character: Hayate_Gekkō, Sentiment Score: 3.6030697901415154\n",
      "Character: Hayase, Sentiment Score: 3.5447297297297298\n",
      "Character: Gotta, Sentiment Score: 3.8586094674556155\n",
      "Character: Gojō, Sentiment Score: 3.98185639229422\n",
      "Character: Haie, Sentiment Score: 3.340000000000001\n",
      "Character: Hainosuke, Sentiment Score: 4.005242718446604\n",
      "Character: Gitai, Sentiment Score: 3.9688489208633104\n",
      "Character: Hazuki_Uchiha, Sentiment Score: 3.148351648351648\n",
      "Character: Hanare, Sentiment Score: 4.2157884972170585\n",
      "Character: Hebiichigo, Sentiment Score: 3.712790300546434\n",
      "Character: Hagiri, Sentiment Score: 3.5372151898734177\n",
      "Character: Hana_Kaka, Sentiment Score: 3.9291314553990393\n",
      "Character: Gozu, Sentiment Score: 3.8384197530864155\n",
      "Character: Hakubi_Shin, Sentiment Score: 3.7173940345368965\n",
      "Character: Gyokurō_Chabashira, Sentiment Score: 3.3804494382022465\n",
      "Character: Hashirama_Senju, Sentiment Score: 3.6585031789282123\n",
      "Character: Hanzō, Sentiment Score: 3.7432880606443084\n",
      "Character: Heki, Sentiment Score: 3.620827586206898\n",
      "Character: Harika_Aburame, Sentiment Score: 3.867594142259411\n",
      "Character: Gyūki, Sentiment Score: 3.609465798045587\n",
      "Character: Hakui_(medic), Sentiment Score: 3.3829020979021016\n",
      "Character: Hamura_Ōtsutsuki, Sentiment Score: 3.751925243215552\n",
      "Character: Hagoromo_Ōtsutsuki, Sentiment Score: 3.7916003743565443\n",
      "Character: Gōshō, Sentiment Score: 3.667526315789477\n",
      "Character: Goshiki, Sentiment Score: 3.3463636363636375\n",
      "Character: Goji, Sentiment Score: 3.8481586826347294\n",
      "Character: Hana_(student), Sentiment Score: 3.708800000000001\n",
      "Character: Haku's_Mother, Sentiment Score: 4.140281329923276\n",
      "Character: Hibari, Sentiment Score: 3.936744186046513\n",
      "Character: Haori, Sentiment Score: 4.118373983739837\n",
      "Character: Hanzaki, Sentiment Score: 3.9826274509803916\n",
      "Character: Hakkaku, Sentiment Score: 3.811899441340786\n",
      "Character: Headman's_Granddaughter, Sentiment Score: 4.166666666666667\n",
      "Character: Haruna, Sentiment Score: 3.8799307958477507\n",
      "Character: Harine, Sentiment Score: 3.3805825242718464\n",
      "Character: Hibachi, Sentiment Score: 3.823083003952573\n",
      "Character: Gōza, Sentiment Score: 3.903791469194313\n",
      "Character: Hiashi_Hyūga, Sentiment Score: 3.8139268978443934\n",
      "Character: Haguruma, Sentiment Score: 3.763153692614769\n",
      "Character: Haku's_Father, Sentiment Score: 4.246975088967971\n",
      "Character: Hidero, Sentiment Score: 4.079065420560749\n",
      "Character: Ginji, Sentiment Score: 3.683087248322149\n",
      "Character: Gosunkugi, Sentiment Score: 3.5565094339622685\n",
      "Character: Hanuma, Sentiment Score: 4.162530120481929\n",
      "Character: Hinata_Hyūga, Sentiment Score: 3.7400549613785703\n",
      "Character: Himuka_Suzukaze, Sentiment Score: 3.235044247787611\n",
      "Character: Himeno, Sentiment Score: 4.0754081632653065\n",
      "Character: Hinoe, Sentiment Score: 3.740512048192774\n",
      "Character: Hikaru_Tsuki, Sentiment Score: 3.9144072948328286\n",
      "Character: Hina, Sentiment Score: 3.497839999999999\n",
      "Character: Himatsu, Sentiment Score: 3.7152577319587627\n",
      "Character: Himawari_Uzumaki, Sentiment Score: 3.916467371491074\n",
      "Character: Himushi, Sentiment Score: 3.7326369863013715\n",
      "Character: Hinata_and_Hanabi's_Mother, Sentiment Score: 3.565762711864408\n",
      "Character: Himeyuri, Sentiment Score: 3.288452380952384\n",
      "Character: Hikaru, Sentiment Score: 3.846028880866429\n",
      "Character: Hinoto, Sentiment Score: 3.608613445378153\n",
      "Character: Hiruko_(missing-nin), Sentiment Score: 3.7303794799718792\n",
      "Character: Hinoko, Sentiment Score: 3.6727961165048475\n",
      "Character: Hiruzen_Sarutobi, Sentiment Score: 3.6385980952380708\n",
      "Character: Hiruko_(shinobi), Sentiment Score: 3.713214285714286\n",
      "Character: Hinoki, Sentiment Score: 3.826593406593408\n",
      "Character: Hisen, Sentiment Score: 4.245815602836881\n",
      "Character: Hiruga, Sentiment Score: 3.9916623711340184\n",
      "Character: Hitode, Sentiment Score: 4.17165137614679\n",
      "Character: Hishaku, Sentiment Score: 4.155025906735754\n",
      "Character: Hisame, Sentiment Score: 3.887617187500003\n",
      "Character: Hippo_Boss, Sentiment Score: 4.003991507431001\n",
      "Character: Inagi, Sentiment Score: 3.53238916256158\n",
      "Character: Hohozuki, Sentiment Score: 3.709005847953219\n",
      "Character: Hōki_Taketori, Sentiment Score: 3.7524681421864408\n",
      "Character: Ise, Sentiment Score: 3.861000000000003\n",
      "Character: Ibushi, Sentiment Score: 3.711201814058962\n",
      "Character: Hotarubi, Sentiment Score: 4.185827067669176\n",
      "Character: Hokushin, Sentiment Score: 4.042217573221759\n",
      "Character: Ishidate, Sentiment Score: 3.8180280172413714\n",
      "Character: Iwana_(Otogakure), Sentiment Score: 3.4976245210727983\n",
      "Character: Ibuse, Sentiment Score: 3.3893094629156035\n",
      "Character: Ichirōta_Oniyuzu, Sentiment Score: 3.6581984732824386\n",
      "Character: Homura_Mitokado, Sentiment Score: 3.838346820809218\n",
      "Character: Ikkyū_Madoka, Sentiment Score: 3.907535211267604\n",
      "Character: Honoka, Sentiment Score: 4.010669856459329\n",
      "Character: Ichi, Sentiment Score: 3.746890547263684\n",
      "Character: Iwabee_Yuino, Sentiment Score: 3.8128071072478398\n",
      "Character: Ibara, Sentiment Score: 4.151347517730498\n",
      "Character: Hāto, Sentiment Score: 3.578523489932887\n",
      "Character: Ikada_Funato, Sentiment Score: 3.925616554054023\n",
      "Character: Inabi_Uchiha, Sentiment Score: 3.3851257861635258\n",
      "Character: Ikanago, Sentiment Score: 3.3591111111111105\n",
      "Character: Inori, Sentiment Score: 3.7881424936386794\n",
      "Character: Inojin_Yamanaka, Sentiment Score: 3.8655203400121367\n",
      "Character: Isaribi, Sentiment Score: 4.056178010471201\n",
      "Character: Hōki_(Takumi), Sentiment Score: 3.7773580786026253\n",
      "Character: Iroha_Hyūga, Sentiment Score: 3.602510822510823\n",
      "Character: Hyō, Sentiment Score: 3.9401673640167356\n",
      "Character: Hōki_(Watari), Sentiment Score: 3.6661390532544362\n",
      "Character: Isari_Funato, Sentiment Score: 3.747341862117963\n",
      "Character: Ichikishimahime, Sentiment Score: 3.9274754901960787\n",
      "Character: Hotaru, Sentiment Score: 3.8852055622732653\n",
      "Character: Inari, Sentiment Score: 3.8133133732534916\n",
      "Character: Hōsei, Sentiment Score: 3.9053521126760575\n",
      "Character: Hōichi, Sentiment Score: 3.5366453674121443\n",
      "Character: Isago_(anime), Sentiment Score: 3.9758139534883736\n",
      "Character: Ishikawa, Sentiment Score: 3.6826996197718627\n",
      "Character: Ino_Yamanaka, Sentiment Score: 3.7452812546017893\n",
      "Character: Human_Path_(character), Sentiment Score: 3.9296954314720844\n",
      "Character: Isshiki_Ōtsutsuki, Sentiment Score: 3.737118191806593\n",
      "Character: Iroha_(Genin), Sentiment Score: 3.885000000000003\n",
      "Character: Hokuto, Sentiment Score: 3.88182579564489\n",
      "Character: Hizashi_Hyūga, Sentiment Score: 3.7046700188560484\n",
      "Character: Itachi_Uchiha, Sentiment Score: 3.6404126560564642\n",
      "Character: Iwa_Doctor, Sentiment Score: 4.071346863468629\n",
      "Character: Ikkaku_Umino, Sentiment Score: 3.7859296482412077\n",
      "Character: Indra_Ōtsutsuki, Sentiment Score: 3.85213235294116\n",
      "Character: Hoheto_Hyūga, Sentiment Score: 3.60077481840194\n",
      "Character: Hyūga_Elder, Sentiment Score: 3.790703030303032\n",
      "Character: Ittan, Sentiment Score: 3.751331828442441\n",
      "Character: Idate_Morino, Sentiment Score: 3.8161065943992636\n",
      "Character: Iwa_Kunoichi, Sentiment Score: 3.8984429065743993\n",
      "Character: Iwana_(citizen), Sentiment Score: 3.7404761904761936\n",
      "Character: Ibiki_Morino, Sentiment Score: 3.6262953197099264\n",
      "Character: Isobu, Sentiment Score: 3.4809164733178264\n",
      "Character: Iruka_Umino, Sentiment Score: 3.856332737030379\n",
      "Character: Hot_Water_Daimyō, Sentiment Score: 4.153\n",
      "Character: Hōzuki_Castle's_Ninken, Sentiment Score: 4.066881188118816\n",
      "Character: Iori, Sentiment Score: 3.887173144876329\n",
      "Character: Itama_Senju, Sentiment Score: 3.6686167146974085\n",
      "Character: Hōki_(Takigakure), Sentiment Score: 3.2701176470588234\n",
      "Character: Ichigen, Sentiment Score: 3.455740740740743\n",
      "Character: Itachi's_Crow, Sentiment Score: 3.4053936348408773\n",
      "Character: Inori's_Brother, Sentiment Score: 4.0362459546925615\n",
      "Character: Isago, Sentiment Score: 3.4018181818181823\n",
      "Character: Inomatsu, Sentiment Score: 3.353414634146341\n",
      "Character: Inoichi_Yamanaka, Sentiment Score: 3.8791218637992517\n",
      "Character: Isono, Sentiment Score: 4.14174904942966\n",
      "Character: Ittetsu, Sentiment Score: 3.844946236559143\n",
      "Character: Hyōi_Yorishiro, Sentiment Score: 3.7226007326007338\n",
      "Character: Hōshō, Sentiment Score: 3.750559440559442\n",
      "Character: Ino's_Mother, Sentiment Score: 4.033370786516855\n",
      "Character: Inaho, Sentiment Score: 3.9357259380097886\n",
      "Character: Iwakyō, Sentiment Score: 3.9193410852713204\n",
      "Character: Iwaji, Sentiment Score: 3.851016260162604\n",
      "Character: Iggy, Sentiment Score: 3.977405940594065\n",
      "Character: Hyōgo, Sentiment Score: 3.6845645645645666\n",
      "Character: Iō_(Bamboo_Village), Sentiment Score: 3.8185123966942154\n",
      "Character: Iwashi_Tatami, Sentiment Score: 3.412153846153847\n",
      "Character: Iwato, Sentiment Score: 3.6262716763005796\n",
      "Character: Iō, Sentiment Score: 3.8725968109339446\n",
      "Character: Izumi_Uchiha, Sentiment Score: 3.9202173913043463\n",
      "Character: Izuna_Uchiha, Sentiment Score: 3.553391360412623\n",
      "Character: Iyashi, Sentiment Score: 3.4752127659574494\n",
      "Character: Izumo_Kamizuki, Sentiment Score: 3.682170454545438\n",
      "Character: Iwana_Akame, Sentiment Score: 3.239096045197741\n",
      "Character: Iwazō, Sentiment Score: 3.7198804780876538\n",
      "Character: J, Sentiment Score: 3.774216867469883\n",
      "Character: Iō_(medical-nin), Sentiment Score: 3.6590977443609036\n",
      "Character: Jigumo, Sentiment Score: 3.5509328968903433\n",
      "Character: Jakō_Ryūdōin, Sentiment Score: 4.020940438871475\n",
      "Character: Janmāru-Tataru, Sentiment Score: 3.5641414141414165\n",
      "Character: Jimei, Sentiment Score: 3.4994029850746258\n",
      "Character: Jiji, Sentiment Score: 3.8068850174215743\n",
      "Character: Jibachi, Sentiment Score: 3.8208258527827668\n",
      "Character: Jiga, Sentiment Score: 3.9178984485190402\n",
      "Character: Jako, Sentiment Score: 3.6256097560975618\n",
      "Character: Jaggy, Sentiment Score: 3.944881422924902\n",
      "Character: Jigen, Sentiment Score: 3.6942145989166653\n",
      "Character: Jibiki, Sentiment Score: 3.668757396449705\n",
      "Character: Jantō, Sentiment Score: 3.825818181818183\n",
      "Character: Junsai, Sentiment Score: 3.7023863636363656\n",
      "Character: Jūgo, Sentiment Score: 3.675891838741377\n",
      "Character: Kageki, Sentiment Score: 4.044960000000003\n",
      "Character: Kail, Sentiment Score: 3.7737878787878807\n",
      "Character: Kagami_Uchiha, Sentiment Score: 3.5390080000000017\n",
      "Character: Jūzō_Biwa, Sentiment Score: 3.6163815789473595\n",
      "Character: Kakui, Sentiment Score: 3.4052249134948127\n",
      "Character: Kabure_Tokisuki, Sentiment Score: 3.3427906976744195\n",
      "Character: Kakoi, Sentiment Score: 3.591280788177344\n",
      "Character: Kamikiri, Sentiment Score: 3.704757505773675\n",
      "Character: Jin_Kaminari, Sentiment Score: 3.1721428571428576\n",
      "Character: Kagari, Sentiment Score: 3.791590909090911\n",
      "Character: Kandachi, Sentiment Score: 3.5565384615384663\n",
      "Character: Jōmae_Village_Head, Sentiment Score: 4.223542857142858\n",
      "Character: Kagura_Karatachi, Sentiment Score: 3.7112454296160524\n",
      "Character: Jirōbō, Sentiment Score: 3.8176117496806863\n",
      "Character: Kakashi_Hatake, Sentiment Score: 3.6290904934115344\n",
      "Character: Jirō, Sentiment Score: 4.195544041450777\n",
      "Character: Kakō, Sentiment Score: 3.8393773824650563\n",
      "Character: Jiraiya, Sentiment Score: 3.678347885055593\n",
      "Character: Kahiko, Sentiment Score: 3.8880491551459335\n",
      "Character: Kaori, Sentiment Score: 4.1958299595141675\n",
      "Character: Kakkō, Sentiment Score: 3.4802304147465475\n",
      "Character: Kande_Inabikari, Sentiment Score: 3.8619104991394164\n",
      "Character: Kamata, Sentiment Score: 3.885907780979826\n",
      "Character: Kamatari, Sentiment Score: 3.3606211180124235\n",
      "Character: JJ, Sentiment Score: 3.5535686274509812\n",
      "Character: Kajūra, Sentiment Score: 3.89255144032922\n",
      "Character: Kajiki, Sentiment Score: 3.7448567708333296\n",
      "Character: Kaneki, Sentiment Score: 3.9441031941031963\n",
      "Character: Kage_(Anbu), Sentiment Score: 3.567719298245617\n",
      "Character: Kankurō, Sentiment Score: 3.701708143474698\n",
      "Character: Kajika, Sentiment Score: 3.2956488549618355\n",
      "Character: Kakeru_Tsuki, Sentiment Score: 4.077611548556434\n",
      "Character: Kanna, Sentiment Score: 4.085217391304345\n",
      "Character: Jujumaru, Sentiment Score: 3.83204022988506\n",
      "Character: Kanoto, Sentiment Score: 3.3028571428571443\n",
      "Character: Kanpu, Sentiment Score: 3.7963043478260876\n",
      "Character: Kahyō, Sentiment Score: 3.8568962308050057\n",
      "Character: Kankitsu_Akitsuki, Sentiment Score: 3.8176838810641605\n",
      "Character: Kaiza, Sentiment Score: 4.238868778280546\n",
      "Character: K, Sentiment Score: 3.7436607142857166\n",
      "Character: Kae_Yukiwari, Sentiment Score: 3.9522749021313532\n",
      "Character: Kakuzu, Sentiment Score: 3.616194710975867\n",
      "Character: Kakesu, Sentiment Score: 4.080357142857143\n",
      "Character: Kaguya_Clan_Patriarch, Sentiment Score: 3.9270698924731215\n",
      "Character: Karai, Sentiment Score: 3.6943065693430692\n",
      "Character: Jingo_Kumano, Sentiment Score: 3.9223128119800323\n",
      "Character: Jinpachi_Munashi, Sentiment Score: 3.4798360655737683\n",
      "Character: Kamakiri_Ikeno, Sentiment Score: 3.5953164556962043\n",
      "Character: Kanpō, Sentiment Score: 3.671304347826087\n",
      "Character: Kaguya_Ōtsutsuki, Sentiment Score: 3.7249273496413284\n",
      "Character: Karasuki, Sentiment Score: 3.818206521739132\n",
      "Character: Kamira, Sentiment Score: 3.7266037735849076\n",
      "Character: Kaede_Yoshino, Sentiment Score: 4.19937823834197\n",
      "Character: Kanabun, Sentiment Score: 3.9080441640378583\n",
      "Character: Karashi, Sentiment Score: 4.1401392111368915\n",
      "Character: Kaito_Kawanami, Sentiment Score: 3.54184750733138\n",
      "Character: Kabuto_Yakushi, Sentiment Score: 3.646374494126957\n",
      "Character: Kanna_(carpenter), Sentiment Score: 4.023931623931626\n",
      "Character: Kanyū, Sentiment Score: 3.984412265758091\n",
      "Character: Kaede, Sentiment Score: 3.6553271028037404\n",
      "Character: Kaji, Sentiment Score: 4.13595744680851\n",
      "Character: Jin, Sentiment Score: 3.8841869918699206\n",
      "Character: Kagen_Uchiha, Sentiment Score: 3.3783000000000016\n",
      "Character: Kagari_(cultist), Sentiment Score: 3.564705882352942\n",
      "Character: Kabuto's_Sensei, Sentiment Score: 3.567624020887731\n",
      "Character: Kakuzu's_Partner, Sentiment Score: 3.6382296650717705\n",
      "Character: Kagerō, Sentiment Score: 3.7103526448362674\n",
      "Character: Kanoe, Sentiment Score: 3.525723270440254\n",
      "Character: Jiryū_Sendō, Sentiment Score: 3.5496676737160135\n",
      "Character: Jirōchō_Wasabi, Sentiment Score: 3.9445185185185236\n",
      "Character: Jōseki, Sentiment Score: 3.923067331670826\n",
      "Character: Kagura_(game), Sentiment Score: 3.895343866170994\n",
      "Character: Kanchi, Sentiment Score: 3.2925641025641017\n",
      "Character: Karin_Kagura, Sentiment Score: 4.091343963553531\n",
      "Character: Kasumi, Sentiment Score: 3.554851485148516\n",
      "Character: Kasuga_Nara, Sentiment Score: 3.3630405405405406\n",
      "Character: Kashike, Sentiment Score: 3.6047488584474885\n",
      "Character: Kasumi_(Castle_Dusk), Sentiment Score: 4.1062673611111\n",
      "Character: Karin, Sentiment Score: 3.668168727765535\n",
      "Character: Karura, Sentiment Score: 3.6649770642201838\n",
      "Character: Karenbana, Sentiment Score: 3.9806785714285744\n",
      "Character: Karyū, Sentiment Score: 3.701775700934572\n",
      "Character: Katara, Sentiment Score: 3.7580000000000013\n",
      "Character: Karin's_Mother, Sentiment Score: 4.2373684210526354\n",
      "Character: Karui, Sentiment Score: 3.6469219066936907\n",
      "Character: Kaya, Sentiment Score: 3.923574144486694\n",
      "Character: Kazabune, Sentiment Score: 3.4482500000000003\n",
      "Character: Katasuke_Tōno, Sentiment Score: 3.86007439134353\n",
      "Character: Kayo, Sentiment Score: 3.9382113821138236\n",
      "Character: Kazami, Sentiment Score: 3.833866171003716\n",
      "Character: Katsura, Sentiment Score: 3.532289156626506\n",
      "Character: Katsuyu, Sentiment Score: 3.6332120186203696\n",
      "Character: Kayui, Sentiment Score: 3.6246086956521784\n",
      "Character: Kazan, Sentiment Score: 3.651759656652361\n",
      "Character: Kawarama_Senju, Sentiment Score: 3.239135802469136\n",
      "Character: Katazu, Sentiment Score: 3.9960683760683806\n",
      "Character: Kawaki, Sentiment Score: 3.7128999706660086\n",
      "Character: Jinin_Akebino, Sentiment Score: 3.5975838150289015\n",
      "Character: King_of_Hell, Sentiment Score: 3.8584507042253557\n",
      "Character: Kiyoyasu_Kagetsu, Sentiment Score: 4.220805369127519\n",
      "Character: Kinshiki_Ōtsutsuki, Sentiment Score: 3.616346328195823\n",
      "Character: Keiri, Sentiment Score: 3.471180555555557\n",
      "Character: Kiri_(ninja), Sentiment Score: 3.53078534031414\n",
      "Character: Kiruru, Sentiment Score: 3.4725892857142875\n",
      "Character: Kiba_Inuzuka, Sentiment Score: 3.727262218444595\n",
      "Character: Kisuke_Maboroshi, Sentiment Score: 3.9171822358346056\n",
      "Character: Kihō, Sentiment Score: 3.7121584158415883\n",
      "Character: Kitane, Sentiment Score: 3.648000000000002\n",
      "Character: Kido_Tsumiki, Sentiment Score: 3.783354519774004\n",
      "Character: Kokatsu, Sentiment Score: 3.9312043795620433\n",
      "Character: Kohan_Yamanaka, Sentiment Score: 3.3936729222520143\n",
      "Character: Kokage_Yanagikage, Sentiment Score: 3.411256281407037\n",
      "Character: Kokuyō_(puppeteer), Sentiment Score: 3.883625000000005\n",
      "Character: Kodaka, Sentiment Score: 3.644641873278239\n",
      "Character: King, Sentiment Score: 4.049202334630355\n",
      "Character: Kinoto, Sentiment Score: 3.6161732851985575\n",
      "Character: Kedama, Sentiment Score: 3.928198757763968\n",
      "Character: Kiiro, Sentiment Score: 3.7190167158308687\n",
      "Character: Kobanza, Sentiment Score: 3.7249761904761933\n",
      "Character: Kizashi_Haruno, Sentiment Score: 3.925658914728684\n",
      "Character: Kiji, Sentiment Score: 4.056298507462691\n",
      "Character: Kintoki, Sentiment Score: 4.1250000000000036\n",
      "Character: Kirisaki, Sentiment Score: 3.8746451612903243\n",
      "Character: Kigiri, Sentiment Score: 3.700447570332476\n",
      "Character: Kidōmaru, Sentiment Score: 3.8054962707974447\n",
      "Character: Kiseru_Gankubi, Sentiment Score: 3.8740191387559735\n",
      "Character: Komachi, Sentiment Score: 3.8650163398692823\n",
      "Character: Konenmaru, Sentiment Score: 3.3252777777777767\n",
      "Character: Kisame_Hoshigaki, Sentiment Score: 3.6888613861385835\n",
      "Character: Kazuma, Sentiment Score: 3.9038431563565466\n",
      "Character: Kohada, Sentiment Score: 3.994814814814816\n",
      "Character: Kikunojō, Sentiment Score: 3.8769488536155237\n",
      "Character: Kokuyō, Sentiment Score: 3.8946541903986853\n",
      "Character: Kongō, Sentiment Score: 3.9522026431718005\n",
      "Character: Kona, Sentiment Score: 3.734470588235298\n",
      "Character: Kirisame, Sentiment Score: 3.938632478632483\n",
      "Character: Kegon, Sentiment Score: 3.75428571428571\n",
      "Character: Kiku, Sentiment Score: 3.6511888111888138\n",
      "Character: Komushi, Sentiment Score: 3.8540625000000017\n",
      "Character: Kitō, Sentiment Score: 3.5149411764705913\n",
      "Character: Kokuō, Sentiment Score: 3.447669392523351\n",
      "Character: Kobuna, Sentiment Score: 3.7578237650200257\n",
      "Character: Kokushi, Sentiment Score: 3.334685314685318\n",
      "Character: Kirara, Sentiment Score: 3.7632599837000775\n",
      "Character: Konan, Sentiment Score: 3.7807487278894816\n",
      "Character: Kiyoi_Yotsuki, Sentiment Score: 3.2871830985915507\n",
      "Character: Kitsuchi, Sentiment Score: 3.7283798040693132\n",
      "Character: Kohari_Umino, Sentiment Score: 3.5856953642384126\n",
      "Character: Kimimaro, Sentiment Score: 3.7895992097092592\n",
      "Character: Kobushi_Saiki, Sentiment Score: 3.2553757225433544\n",
      "Character: Kodama, Sentiment Score: 3.893661538461541\n",
      "Character: Koharu_Utatane, Sentiment Score: 3.8484621610683667\n",
      "Character: Komori, Sentiment Score: 3.6750920245398793\n",
      "Character: Koji_Kashin, Sentiment Score: 3.6046751237623678\n",
      "Character: Kokuri, Sentiment Score: 3.777637860082294\n",
      "Character: Killer_B, Sentiment Score: 3.7702453798768083\n",
      "Character: Komaza, Sentiment Score: 3.791857142857143\n",
      "Character: Kinetsu, Sentiment Score: 3.5776744186046514\n",
      "Character: Kiki, Sentiment Score: 3.823384615384618\n",
      "Character: Kin_Tsuchi, Sentiment Score: 3.824037145650047\n",
      "Character: Kisuke's_Wife, Sentiment Score: 4.248597560975609\n",
      "Character: Konashi_Nerikiri, Sentiment Score: 3.7704260651629045\n",
      "Character: Kie, Sentiment Score: 3.807296137339057\n",
      "Character: Kiri_(villager), Sentiment Score: 4.2191528545119725\n",
      "Character: Komugi, Sentiment Score: 3.9414424635332264\n",
      "Character: Kiyomu_Fukuda, Sentiment Score: 3.1706976744186055\n",
      "Character: Komame, Sentiment Score: 3.9700707213578466\n",
      "Character: Kikuchiyo, Sentiment Score: 3.4388785046728993\n",
      "Character: Komichi, Sentiment Score: 3.672916666666668\n",
      "Character: Kin_(actor), Sentiment Score: 4.014247787610621\n",
      "Character: Kinkaku, Sentiment Score: 3.507736506094011\n",
      "Character: Kina_Kodon, Sentiment Score: 3.7653698630136847\n",
      "Character: Komitsu, Sentiment Score: 3.7770862068965565\n",
      "Character: Koshō, Sentiment Score: 2.7165\n",
      "Character: Koyuki_Kazahana, Sentiment Score: 4.003253521126754\n",
      "Character: Kosuke, Sentiment Score: 3.2532596685082886\n",
      "Character: Konoha_Astronomer, Sentiment Score: 4.073771428571429\n",
      "Character: Kotetsu_Hagane, Sentiment Score: 3.5682689075630063\n",
      "Character: Kosuke_Maruboshi, Sentiment Score: 3.9524655647382687\n",
      "Character: Korobi, Sentiment Score: 3.5862671232876724\n",
      "Character: Konohamaru_Sarutobi, Sentiment Score: 3.7387495121381\n",
      "Character: Korega, Sentiment Score: 3.772495164410061\n",
      "Character: Kozuchi, Sentiment Score: 3.982406417112302\n",
      "Character: Kotohime, Sentiment Score: 3.791104815864022\n",
      "Character: Kontsuchi, Sentiment Score: 3.784931880108992\n",
      "Character: Kujaku, Sentiment Score: 3.8806866952789703\n",
      "Character: Kura_Kageno, Sentiment Score: 3.839055276381905\n",
      "Character: Kumade_Toriichi, Sentiment Score: 3.495357142857145\n",
      "Character: Kunugi_Mokume, Sentiment Score: 3.5412359550561825\n",
      "Character: Kunijirō, Sentiment Score: 4.029852941176474\n",
      "Character: Kurenai_Yūhi, Sentiment Score: 3.722382617382593\n",
      "Character: Kuma_Panda, Sentiment Score: 3.5178481012658245\n",
      "Character: Kurobachi, Sentiment Score: 3.759202898550726\n",
      "Character: Kurama, Sentiment Score: 3.533730785562668\n",
      "Character: Kunihisa, Sentiment Score: 3.821485714285714\n",
      "Character: Kumo_Reincarnated_Shinobi, Sentiment Score: 3.537155688622756\n",
      "Character: Kumadori, Sentiment Score: 4.029466666666669\n",
      "Character: Kuen, Sentiment Score: 3.614078947368423\n",
      "Character: Kusuma, Sentiment Score: 3.7109090909090927\n",
      "Character: Kōsuke, Sentiment Score: 3.4476250000000013\n",
      "Character: Kyohō_Fuefuki, Sentiment Score: 3.6061103100216005\n",
      "Character: Kōrogi, Sentiment Score: 3.322020725388603\n",
      "Character: Makaro_Akimichi, Sentiment Score: 3.28064864864865\n",
      "Character: Kōtarō_Fūma, Sentiment Score: 3.699827586206891\n",
      "Character: Kōji_(Suna), Sentiment Score: 3.695770547945205\n",
      "Character: Kyūsuke, Sentiment Score: 3.8085560859188514\n",
      "Character: Kusuna, Sentiment Score: 3.851352313167256\n",
      "Character: Kurobane, Sentiment Score: 3.8846271929824554\n",
      "Character: Madam_Shijimi, Sentiment Score: 4.057608695652176\n",
      "Character: Kyodaigumo, Sentiment Score: 3.245182724252494\n",
      "Character: Leh, Sentiment Score: 3.6431232091690586\n",
      "Character: Lily_Himeno, Sentiment Score: 3.894115044247788\n",
      "Character: Mai_Kagetsu, Sentiment Score: 4.087037037037039\n",
      "Character: Kōji, Sentiment Score: 3.786206896551725\n",
      "Character: Log, Sentiment Score: 3.88837366892545\n",
      "Character: Magire, Sentiment Score: 3.568382126348229\n",
      "Character: Kō_Hyūga, Sentiment Score: 3.457126436781611\n",
      "Character: Kyōya, Sentiment Score: 3.5887394957983196\n",
      "Character: Kō_Kogare, Sentiment Score: 3.6146835443037983\n",
      "Character: Maki, Sentiment Score: 3.7514734561213436\n",
      "Character: Matsuba, Sentiment Score: 3.6097750000000035\n",
      "Character: Mamushi, Sentiment Score: 3.49118577075099\n",
      "Character: Lion-Turtle, Sentiment Score: 4.017096774193549\n",
      "Character: Masako, Sentiment Score: 4.0343795620437986\n",
      "Character: Kushimaru_Kuriarare, Sentiment Score: 3.3789127972819895\n",
      "Character: Matsuri, Sentiment Score: 3.6401933873986163\n",
      "Character: Mashō, Sentiment Score: 3.9370243902439035\n",
      "Character: Kū, Sentiment Score: 3.919619791666647\n",
      "Character: Mangetsu_Hōzuki, Sentiment Score: 3.5067500000000003\n",
      "Character: Kushina_Uzumaki, Sentiment Score: 3.6480605065665896\n",
      "Character: Manda, Sentiment Score: 3.436253132832076\n",
      "Character: Kusabi, Sentiment Score: 3.720676470588238\n",
      "Character: Kuromaru, Sentiment Score: 3.615910224438908\n",
      "Character: Kōsuke_(Scientist), Sentiment Score: 3.50616113744076\n",
      "Character: Mahiru, Sentiment Score: 3.6861739130434814\n",
      "Character: Kōza_Kubisaki, Sentiment Score: 3.512868217054265\n",
      "Character: Kusune, Sentiment Score: 3.8732608695652146\n",
      "Character: Lars_Alexandersson, Sentiment Score: 3.453945111492285\n",
      "Character: Kuroma_Tatsushiro, Sentiment Score: 3.7296774193548323\n",
      "Character: Marui, Sentiment Score: 3.4052249134948127\n",
      "Character: Kurotsuchi, Sentiment Score: 3.709079180369312\n",
      "Character: Margo, Sentiment Score: 3.8706092436974715\n",
      "Character: Mabo, Sentiment Score: 3.8330593607305943\n",
      "Character: Kō_(Anbu), Sentiment Score: 3.219294117647059\n",
      "Character: Lightning_Daimyō, Sentiment Score: 3.7691358024691404\n",
      "Character: Kōmei, Sentiment Score: 3.9787684729064043\n",
      "Character: Makinami_Senka, Sentiment Score: 3.622631578947371\n",
      "Character: Malice, Sentiment Score: 3.8056293706293665\n",
      "Character: Maruta, Sentiment Score: 3.9460126582278505\n",
      "Character: Matatabi, Sentiment Score: 3.3862028677641898\n",
      "Character: Madara_Uchiha, Sentiment Score: 3.5212871395680043\n",
      "Character: Makino, Sentiment Score: 4.550570342205325\n",
      "Character: Manda_II, Sentiment Score: 3.5910217391304347\n",
      "Character: Kusushi, Sentiment Score: 3.6694680851063857\n",
      "Character: Manari, Sentiment Score: 3.900345125107844\n",
      "Character: Kuwa_Yokohori, Sentiment Score: 3.332173913043479\n",
      "Character: Master_Puppet, Sentiment Score: 4.156054502369659\n",
      "Character: Kōta, Sentiment Score: 3.8502608695652185\n",
      "Character: Lyla, Sentiment Score: 3.6378571428571456\n",
      "Character: Kyūroku_Wagarashi, Sentiment Score: 3.8409160305343537\n",
      "Character: Kussaku, Sentiment Score: 3.307621951219513\n",
      "Character: Maen_Nara, Sentiment Score: 3.2236813186813196\n",
      "Character: Lando, Sentiment Score: 3.9831025299600498\n",
      "Character: Kūi_Dōtonbori, Sentiment Score: 3.663366935483874\n",
      "Character: Leo, Sentiment Score: 4.018391915641463\n",
      "Character: Makibi, Sentiment Score: 3.3191489361702153\n",
      "Character: Maroi, Sentiment Score: 4.006078431372552\n",
      "Character: Matsu, Sentiment Score: 3.5798876404494395\n",
      "Character: Magire_Kakuremino, Sentiment Score: 3.82724074074074\n",
      "Character: Manabu_Akado, Sentiment Score: 3.7611320754717004\n",
      "Character: Maruten_Akimichi, Sentiment Score: 3.3465804597701165\n",
      "Character: Mabui, Sentiment Score: 3.8875959367945816\n",
      "Character: Menma_(anime), Sentiment Score: 3.7764999999999955\n",
      "Character: Mebuki_Haruno, Sentiment Score: 3.948152492668625\n",
      "Character: Mawashi_Dokuraku, Sentiment Score: 3.4618905472636836\n",
      "Character: Menō, Sentiment Score: 3.554031819945651\n",
      "Character: Mazuma_Izuno, Sentiment Score: 4.026607142857146\n",
      "Character: Menma_Namikaze, Sentiment Score: 3.7072491638795873\n",
      "Character: Meizu, Sentiment Score: 3.7303252032520353\n",
      "Character: Mecha-Kurama, Sentiment Score: 3.3881981981982\n",
      "Character: Mecha-Naruto, Sentiment Score: 3.525404183154311\n",
      "Character: Menma_Uzumaki, Sentiment Score: 3.5940154711673586\n",
      "Character: Mei_Terumī, Sentiment Score: 3.8702964743589505\n",
      "Character: Matsuri_(Konoha), Sentiment Score: 4.061290322580646\n",
      "Character: Kurozuka, Sentiment Score: 3.5359009009009026\n",
      "Character: Metoro_Konjiki, Sentiment Score: 3.698865740740744\n",
      "Character: Metal_Lee, Sentiment Score: 3.9472389493913798\n",
      "Character: Messenger_Lizard, Sentiment Score: 3.671041666666668\n",
      "Character: Mezu_(missing-nin), Sentiment Score: 3.654496124031006\n",
      "Character: Michy, Sentiment Score: 3.991118421052633\n",
      "Character: Mibuna, Sentiment Score: 3.5784337349397615\n",
      "Character: Mezu, Sentiment Score: 3.388143712574854\n",
      "Character: Michiru_Tsuki, Sentiment Score: 3.9782499999999965\n",
      "Character: Merz, Sentiment Score: 3.3511857707509916\n",
      "Character: Mia, Sentiment Score: 4.253876221498373\n",
      "Character: Menō_(ninja), Sentiment Score: 3.562248062015504\n",
      "Character: Midare, Sentiment Score: 3.6386335403726724\n",
      "Character: Michizō_Manaka, Sentiment Score: 3.853051470588236\n",
      "Character: Mukai_Kohinata, Sentiment Score: 3.8433128491620026\n",
      "Character: Mijin, Sentiment Score: 3.8383467741935506\n",
      "Character: Miina, Sentiment Score: 3.9904560051380704\n",
      "Character: Misuno, Sentiment Score: 3.628430404738392\n",
      "Character: Mukade_(movie), Sentiment Score: 3.8359383033418966\n",
      "Character: Migaki, Sentiment Score: 3.6217322834645684\n",
      "Character: Mozuku, Sentiment Score: 3.396992665036677\n",
      "Character: Moroi, Sentiment Score: 3.7138947368421102\n",
      "Character: Miroku, Sentiment Score: 4.066651376146792\n",
      "Character: Momo_(ninneko), Sentiment Score: 3.4669581749049447\n",
      "Character: Minamo_Funato, Sentiment Score: 3.7858053691275186\n",
      "Character: Mikoshi, Sentiment Score: 3.774116930572469\n",
      "Character: Might_Duy, Sentiment Score: 3.9647852760736138\n",
      "Character: Moegi_Kazamatsuri, Sentiment Score: 3.704068813131288\n",
      "Character: Muta_Aburame, Sentiment Score: 3.6214301310043617\n",
      "Character: Mujin, Sentiment Score: 3.936360544217689\n",
      "Character: Mitsuki, Sentiment Score: 3.714945437385884\n",
      "Character: Mozu_Shitakiri, Sentiment Score: 4.024827586206891\n",
      "Character: Nadare_Rōga, Sentiment Score: 3.649923664122139\n",
      "Character: Minoji, Sentiment Score: 4.053966745843235\n",
      "Character: Murasame, Sentiment Score: 3.7726838235294147\n",
      "Character: Mirai_Sarutobi, Sentiment Score: 3.8399412515964038\n",
      "Character: Mōryō, Sentiment Score: 3.8471520342612466\n",
      "Character: Mujō, Sentiment Score: 3.705878467635394\n",
      "Character: Mubi, Sentiment Score: 3.8970919324577897\n",
      "Character: Mui, Sentiment Score: 4.049341421143832\n",
      "Character: Mitate, Sentiment Score: 3.730938967136152\n",
      "Character: Monzaemon_Chikamatsu, Sentiment Score: 4.030952380952384\n",
      "Character: Mikazuki, Sentiment Score: 3.818191489361693\n",
      "Character: Mimi_Inuzuka, Sentiment Score: 3.916229116945104\n",
      "Character: Misumi_Tsurugi, Sentiment Score: 3.778985736925515\n",
      "Character: Mizura, Sentiment Score: 3.9673000000000025\n",
      "Character: Mikoto_Uchiha, Sentiment Score: 3.865357607282182\n",
      "Character: Midori, Sentiment Score: 3.751019736842106\n",
      "Character: Mū, Sentiment Score: 3.6127960883737607\n",
      "Character: Miru, Sentiment Score: 3.744358974358975\n",
      "Character: Mugino, Sentiment Score: 3.89505757858696\n",
      "Character: Monju, Sentiment Score: 3.6534153005464476\n",
      "Character: Monkey_King:_Enma, Sentiment Score: 3.5879302832243942\n",
      "Character: Momiji, Sentiment Score: 4.320089285714288\n",
      "Character: Morio, Sentiment Score: 3.87996323529412\n",
      "Character: Mogusa, Sentiment Score: 3.6418772563176915\n",
      "Character: Mizunoto, Sentiment Score: 3.471865443425078\n",
      "Character: Momiji_(Tanzaku), Sentiment Score: 3.967160493827162\n",
      "Character: Mito_Uzumaki, Sentiment Score: 3.8477909738717337\n",
      "Character: Mizuki, Sentiment Score: 3.890375709916973\n",
      "Character: Minato_Namikaze, Sentiment Score: 3.588052285792473\n",
      "Character: Muku, Sentiment Score: 4.022001725625533\n",
      "Character: Motoi, Sentiment Score: 3.9039056457849863\n",
      "Character: Mifune, Sentiment Score: 3.7247007874015474\n",
      "Character: Mozuku_(criminal), Sentiment Score: 4.125121951219514\n",
      "Character: Monga, Sentiment Score: 3.8133678756476725\n",
      "Character: Musai, Sentiment Score: 3.5129072164948476\n",
      "Character: Mukade, Sentiment Score: 3.493153846153849\n",
      "Character: Moguranmaru, Sentiment Score: 3.434624277456649\n",
      "Character: Might_Guy, Sentiment Score: 3.9050757644497414\n",
      "Character: Momoshiki_Ōtsutsuki, Sentiment Score: 3.6423434570678506\n",
      "Character: Minoichi, Sentiment Score: 3.6525688073394513\n",
      "Character: Mizugoke, Sentiment Score: 3.1788888888888884\n",
      "Character: Midori_(game), Sentiment Score: 4.013738317757012\n",
      "Character: Midnight_Blade, Sentiment Score: 3.85\n",
      "Character: Mikazuki_Amaashi, Sentiment Score: 3.5579230769230774\n",
      "Character: Mo, Sentiment Score: 3.437635135135137\n",
      "Character: Mitsuo, Sentiment Score: 3.509558823529413\n",
      "Character: Muyami, Sentiment Score: 3.8149422336328636\n",
      "Character: Mondai, Sentiment Score: 3.892161016949153\n",
      "Character: Mozuku_(Land_of_Calm_Seas), Sentiment Score: 4.020047999999997\n",
      "Character: Mizore_Fuyukuma, Sentiment Score: 3.641807228915665\n",
      "Character: Momo, Sentiment Score: 3.8467019027484173\n",
      "Character: Mitoku, Sentiment Score: 4.041483253588521\n",
      "Character: Mokume_Arai, Sentiment Score: 3.6240322580645175\n",
      "Character: Mizunoe, Sentiment Score: 3.556797385620916\n",
      "Character: Nae, Sentiment Score: 3.9057142857142852\n",
      "Character: Murakumo_Kurama, Sentiment Score: 3.771893491124265\n",
      "Character: Naori_Uchiha, Sentiment Score: 3.890778443113776\n",
      "Character: Nagare, Sentiment Score: 3.8576428571428596\n",
      "Character: Nanara, Sentiment Score: 3.9080000000000017\n",
      "Character: Naraka_Path_(character), Sentiment Score: 3.831971014492759\n",
      "Character: Nanafushi, Sentiment Score: 4.070614886731394\n",
      "Character: Naka_Uchiha, Sentiment Score: 3.464407894736843\n",
      "Character: Nan, Sentiment Score: 4.15632411067194\n",
      "Character: Nanashi_Uchiha, Sentiment Score: 3.7776944599887963\n",
      "Character: Namida_Suzumeno, Sentiment Score: 3.9521536555142185\n",
      "Character: Namua, Sentiment Score: 3.9136826923076815\n",
      "Character: Nangō, Sentiment Score: 3.6915919811320697\n",
      "Character: Nagato, Sentiment Score: 3.7047184300340974\n",
      "Character: Naho, Sentiment Score: 4.03327777777778\n",
      "Character: Nazuna, Sentiment Score: 3.5820253164556966\n",
      "Character: Nekobaa, Sentiment Score: 3.7944262295082005\n",
      "Character: Nejiri, Sentiment Score: 3.991250000000001\n",
      "Character: Nattō_Itohiki, Sentiment Score: 3.403025641025644\n",
      "Character: Natsuhi, Sentiment Score: 4.162078651685386\n",
      "Character: Nawaki, Sentiment Score: 3.961661807580178\n",
      "Character: Naruto_Musasabi, Sentiment Score: 3.5989823874755413\n",
      "Character: Neji_Hyūga, Sentiment Score: 3.779894166561646\n",
      "Character: Naruto_Uzumaki, Sentiment Score: 3.628944801424473\n",
      "Character: Natori, Sentiment Score: 3.8356363636363664\n",
      "Character: Natsu_Hyūga, Sentiment Score: 3.63957104557641\n",
      "Character: Natsu, Sentiment Score: 3.5816753926701588\n",
      "Character: Nauma, Sentiment Score: 3.644530386740335\n",
      "Character: Ran_(kunoichi), Sentiment Score: 3.7846524064171168\n",
      "Character: Nemui, Sentiment Score: 3.5422171945701386\n",
      "Character: Onbu, Sentiment Score: 3.8626987951807257\n",
      "Character: Nekomata, Sentiment Score: 3.717847682119206\n",
      "Character: Noto_Chōmen, Sentiment Score: 3.8161611374407607\n",
      "Character: Ponta, Sentiment Score: 3.312105263157898\n",
      "Character: Ni, Sentiment Score: 3.6883630952380972\n",
      "Character: Oko, Sentiment Score: 3.702418879056051\n",
      "Character: Penjira, Sentiment Score: 3.810179910044967\n",
      "Character: Remon_Yoimura, Sentiment Score: 3.7633628318584056\n",
      "Character: Nitora_Take, Sentiment Score: 3.748059701492537\n",
      "Character: Ohagi, Sentiment Score: 4.060690909090911\n",
      "Character: Ran_Sōgi, Sentiment Score: 3.991947674418606\n",
      "Character: Orochimaru, Sentiment Score: 3.7014463267217725\n",
      "Character: Osoi, Sentiment Score: 3.5393415637860097\n",
      "Character: Nishi, Sentiment Score: 3.5551219512195136\n",
      "Character: Nurari, Sentiment Score: 3.880379213483147\n",
      "Character: Potcha, Sentiment Score: 3.81\n",
      "Character: Nurui, Sentiment Score: 3.8078758169934663\n",
      "Character: Riichi_(ninja), Sentiment Score: 3.731938461538466\n",
      "Character: Rahyō, Sentiment Score: 3.7094334763948402\n",
      "Character: Nishi_(sensor), Sentiment Score: 3.360942408376968\n",
      "Character: Renge_Momoashi, Sentiment Score: 3.8141719077568155\n",
      "Character: Nobori, Sentiment Score: 3.9401843317972367\n",
      "Character: Nowaki, Sentiment Score: 3.7646564195298264\n",
      "Character: Ranke, Sentiment Score: 3.4953020134228217\n",
      "Character: Nezumi_Kaitō, Sentiment Score: 3.79383673469388\n",
      "Character: Prime_Minister, Sentiment Score: 4.119566408032837\n",
      "Character: Nue, Sentiment Score: 3.657162615255641\n",
      "Character: Poochie, Sentiment Score: 3.9881967213114784\n",
      "Character: Nonota, Sentiment Score: 3.2383939393939416\n",
      "Character: Reto, Sentiment Score: 3.862281553398059\n",
      "Character: Rasa, Sentiment Score: 3.8507492236024663\n",
      "Character: Ranka, Sentiment Score: 3.527739872068234\n",
      "Character: Nigai, Sentiment Score: 3.554307692307695\n",
      "Character: Omoi, Sentiment Score: 3.6906214500500876\n",
      "Character: Okisuke, Sentiment Score: 3.5978169014084465\n",
      "Character: Otoha, Sentiment Score: 3.842799999999999\n",
      "Character: Riichi, Sentiment Score: 3.460612244897961\n",
      "Character: Raiga_Kurosuki, Sentiment Score: 3.7759684361549373\n",
      "Character: Okami, Sentiment Score: 3.523240740740743\n",
      "Character: Oyone, Sentiment Score: 3.9597972972972992\n",
      "Character: Rainenmaru, Sentiment Score: 3.417846153846154\n",
      "Character: Renga, Sentiment Score: 4.040598591549294\n",
      "Character: Nonō_Yakushi, Sentiment Score: 3.7306291390728434\n",
      "Character: Raidō_Namiashi, Sentiment Score: 3.5937072585482763\n",
      "Character: Ranmaru, Sentiment Score: 3.845653082549629\n",
      "Character: Reishi_Kodon, Sentiment Score: 3.839839416058373\n",
      "Character: Okyō, Sentiment Score: 4.211000000000003\n",
      "Character: Obito_Uchiha, Sentiment Score: 3.6173610916726155\n",
      "Character: Rai_Uchiha, Sentiment Score: 3.6959514170040517\n",
      "Character: Pakkun, Sentiment Score: 3.6391673970201475\n",
      "Character: Ningame, Sentiment Score: 3.890928571428573\n",
      "Character: Pochi, Sentiment Score: 3.5525477707006385\n",
      "Character: Ni's_Dogs, Sentiment Score: 3.8153947368421055\n",
      "Character: Raimei, Sentiment Score: 3.520466666666668\n",
      "Character: Neon_Asakusa, Sentiment Score: 4.012943172179799\n",
      "Character: Pakura, Sentiment Score: 3.5847294117646964\n",
      "Character: Noji, Sentiment Score: 3.8048780487804894\n",
      "Character: Nerugui, Sentiment Score: 3.99808510638298\n",
      "Character: Rashii, Sentiment Score: 3.443684210526317\n",
      "Character: Oboro, Sentiment Score: 3.805114709851549\n",
      "Character: Ran, Sentiment Score: 4.096319018404911\n",
      "Character: Oppo, Sentiment Score: 3.541291139240509\n",
      "Character: Preta_Path_(character), Sentiment Score: 3.7954802259887024\n",
      "Character: Raijin, Sentiment Score: 4.031634615384619\n",
      "Character: Reki, Sentiment Score: 3.260065359477126\n",
      "Character: Osuka_Kamakura, Sentiment Score: 3.8810958904109447\n",
      "Character: Neon's_Mother, Sentiment Score: 4.148641975308643\n",
      "Character: Obito's_Grandmother, Sentiment Score: 4.352971698113208\n",
      "Character: Nine-Tailed_Naruto_Clone, Sentiment Score: 3.576447039199328\n",
      "Character: Renga_Kokubō, Sentiment Score: 3.6986021505376265\n",
      "Character: Otokaze, Sentiment Score: 3.4749350649350648\n",
      "Character: Rock_Lee, Sentiment Score: 3.929336506159069\n",
      "Character: Ryōgi, Sentiment Score: 3.957497949138635\n",
      "Character: Ryūki, Sentiment Score: 3.8061290322580628\n",
      "Character: Rikumaru, Sentiment Score: 3.841538461538463\n",
      "Character: Rin_Nohara, Sentiment Score: 3.7153826151559954\n",
      "Character: Ryōkan, Sentiment Score: 3.5635028248587592\n",
      "Character: Ryūgan, Sentiment Score: 3.651749502982109\n",
      "Character: Ruka, Sentiment Score: 3.86687192118227\n",
      "Character: Rokkaku_Ryūdōin, Sentiment Score: 4.324856396866843\n",
      "Character: Rinji, Sentiment Score: 3.8639235127478764\n",
      "Character: Ryuka_Tenrō, Sentiment Score: 3.8045170454545474\n",
      "Character: Rokuro, Sentiment Score: 3.7852345679012336\n",
      "Character: Ruiga, Sentiment Score: 3.790179738562091\n",
      "Character: Rokusuke, Sentiment Score: 3.838297872340427\n",
      "Character: Ryūsa, Sentiment Score: 3.8526190476190476\n",
      "Character: Sada, Sentiment Score: 4.061887905604724\n",
      "Character: Sabiru, Sentiment Score: 3.7242553191489374\n",
      "Character: Ryūrimaru, Sentiment Score: 3.207012987012987\n",
      "Character: Ryūzetsu, Sentiment Score: 3.9454726368159148\n",
      "Character: Sadoru, Sentiment Score: 3.747654867256639\n",
      "Character: Rōshi, Sentiment Score: 3.5347831184056098\n",
      "Character: Rō, Sentiment Score: 3.635254629629628\n",
      "Character: Sadai, Sentiment Score: 3.656101265822785\n",
      "Character: Rōen, Sentiment Score: 3.6012751677852384\n",
      "Character: Sabu, Sentiment Score: 3.665294117647061\n",
      "Character: Sabure, Sentiment Score: 3.852264808362372\n",
      "Character: Ryūsui, Sentiment Score: 3.803072776280324\n",
      "Character: Sandayū_Asama, Sentiment Score: 3.672205240174675\n",
      "Character: Shiba, Sentiment Score: 3.5287630662020946\n",
      "Character: Seiren_Funato, Sentiment Score: 3.7824190800681348\n",
      "Character: Sakuya, Sentiment Score: 3.992847222222223\n",
      "Character: Sanshō, Sentiment Score: 4.463880597014928\n",
      "Character: San, Sentiment Score: 3.709505208333334\n",
      "Character: Satetsu, Sentiment Score: 3.579770114942529\n",
      "Character: Sarada_Uchiha, Sentiment Score: 3.764144650382968\n",
      "Character: Sansho, Sentiment Score: 3.6985555555555556\n",
      "Character: Senta, Sentiment Score: 4.244949832775921\n",
      "Character: Sen, Sentiment Score: 4.005717970765258\n",
      "Character: Sakumo_Hatake, Sentiment Score: 3.8407142857142746\n",
      "Character: Shabadaba, Sentiment Score: 3.6894297635604967\n",
      "Character: Sana, Sentiment Score: 3.541814744801515\n",
      "Character: Saiken, Sentiment Score: 3.431923937360166\n",
      "Character: Sagi, Sentiment Score: 4.1672972972973\n",
      "Character: Saya, Sentiment Score: 3.856919374247893\n",
      "Character: Santa_Yamanaka, Sentiment Score: 3.6957336956521787\n",
      "Character: Shamo, Sentiment Score: 3.953620564808106\n",
      "Character: Sasori, Sentiment Score: 3.664791445740521\n",
      "Character: Sasuke_Sarutobi, Sentiment Score: 3.1089795918367367\n",
      "Character: Shibai_Ōtsutsuki, Sentiment Score: 3.590000000000003\n",
      "Character: Samui, Sentiment Score: 3.7021075581395206\n",
      "Character: Satori, Sentiment Score: 3.69112701252236\n",
      "Character: Samidare_Amaashi, Sentiment Score: 3.849245283018868\n",
      "Character: Sanzui_Unabara, Sentiment Score: 3.877250859106534\n",
      "Character: Samidare, Sentiment Score: 3.7525390625000017\n",
      "Character: Sai, Sentiment Score: 3.9210586734695014\n",
      "Character: Seito, Sentiment Score: 3.450062111801246\n",
      "Character: Sekiei, Sentiment Score: 3.824850115295916\n",
      "Character: Satō, Sentiment Score: 2.7165\n",
      "Character: Sakon_and_Ukon, Sentiment Score: 3.7212074966532436\n",
      "Character: Sekiei_(spectator), Sentiment Score: 3.579592326139092\n",
      "Character: Sakura_Haruno, Sentiment Score: 3.7104462247312333\n",
      "Character: Sazanami, Sentiment Score: 3.8682411347517704\n",
      "Character: Senji, Sentiment Score: 3.858720000000003\n",
      "Character: Shibi_Aburame, Sentiment Score: 3.56760124610591\n",
      "Character: Sasame, Sentiment Score: 3.761582381729202\n",
      "Character: Sazanka, Sentiment Score: 3.912619372442014\n",
      "Character: Shiba_(Kusagakure), Sentiment Score: 3.4179620853080577\n",
      "Character: Sekka, Sentiment Score: 3.527076923076925\n",
      "Character: Shibire, Sentiment Score: 4.000226757369618\n",
      "Character: Seimei, Sentiment Score: 3.6520566037735875\n",
      "Character: Scarlet_Blaze, Sentiment Score: 3.6155555555555576\n",
      "Character: Shibito_Azuma, Sentiment Score: 3.0954716981132075\n",
      "Character: Sajō, Sentiment Score: 3.8048739495798323\n",
      "Character: Shigezane, Sentiment Score: 3.5900679347826094\n",
      "Character: Sari, Sentiment Score: 3.74529411764706\n",
      "Character: Sekki, Sentiment Score: 3.7960674157303282\n",
      "Character: Shamon, Sentiment Score: 3.5932196969697006\n",
      "Character: Setsuna_Uchiha, Sentiment Score: 3.75542105263158\n",
      "Character: Sajin_(Genin), Sentiment Score: 3.906735015772868\n",
      "Character: Sagiri, Sentiment Score: 4.211830985915495\n",
      "Character: Sasami, Sentiment Score: 3.802228571428573\n",
      "Character: San's_Bird, Sentiment Score: 4.036839826839828\n",
      "Character: Sasuke's_Claw_Grime, Sentiment Score: 3.790689655172415\n",
      "Character: Sentoki, Sentiment Score: 3.8451908396946606\n",
      "Character: Sayū_Jōge, Sentiment Score: 3.5722834645669295\n",
      "Character: Sarai, Sentiment Score: 4.0465760869565255\n",
      "Character: Shigure, Sentiment Score: 3.673185595567867\n",
      "Character: Sekiei's_Partner, Sentiment Score: 3.6589156626506063\n",
      "Character: Sasori's_Mother, Sentiment Score: 3.870312500000002\n",
      "Character: Sakanami, Sentiment Score: 4.0804878048780555\n",
      "Character: Sagan, Sentiment Score: 3.334343750000002\n",
      "Character: Shibuki, Sentiment Score: 4.031080729166663\n",
      "Character: Sajin, Sentiment Score: 3.197524752475248\n",
      "Character: Sasori's_Father, Sentiment Score: 3.7481159420289876\n",
      "Character: Setsuna, Sentiment Score: 3.8173754152823918\n",
      "Character: Sangorō, Sentiment Score: 4.128524590163936\n",
      "Character: Saisu_Kamano, Sentiment Score: 3.5312617702448237\n",
      "Character: Saō, Sentiment Score: 3.6625730994152073\n",
      "Character: Sasuke_Uchiha, Sentiment Score: 3.6548685633000537\n",
      "Character: Shikadai_Nara, Sentiment Score: 3.7905363128491705\n",
      "Character: Shimon_Hijiri, Sentiment Score: 3.8712138728323735\n",
      "Character: Shiin, Sentiment Score: 3.745786407766996\n",
      "Character: Shimeji, Sentiment Score: 3.6770212765957457\n",
      "Character: Shikamaru_Nara, Sentiment Score: 3.7413110379050543\n",
      "Character: Shiho, Sentiment Score: 3.9353814432989704\n",
      "Character: Shin_Uchiha, Sentiment Score: 3.6540568475452093\n",
      "Character: Shima, Sentiment Score: 3.649751449875713\n",
      "Character: Shikuro_Aburame, Sentiment Score: 3.2370967741935504\n",
      "Character: Shin, Sentiment Score: 3.675334051724133\n",
      "Character: Shikaku_Nara, Sentiment Score: 3.8101900709219496\n",
      "Character: Shijima, Sentiment Score: 3.7441359447004485\n",
      "Character: Shin'emon, Sentiment Score: 3.614057971014495\n",
      "Character: Shikazo, Sentiment Score: 3.844378698224855\n",
      "Character: Sazanami_Senka, Sentiment Score: 3.6593951612903246\n",
      "Character: Shinigami, Sentiment Score: 3.7625730994152073\n",
      "Character: Shinnō, Sentiment Score: 4.003154630039854\n",
      "Character: Shion, Sentiment Score: 3.906248780487793\n",
      "Character: Shinko_Inari, Sentiment Score: 3.705721003134798\n",
      "Character: Shinbu, Sentiment Score: 3.7047816091954076\n",
      "Character: Shinobu_Mibu, Sentiment Score: 3.68600798403194\n",
      "Character: Shinku_Yūhi, Sentiment Score: 3.7368275862068967\n",
      "Character: Shino_Aburame, Sentiment Score: 3.735780502652459\n",
      "Character: Shinga, Sentiment Score: 3.727696629213483\n",
      "Character: Shinayakana, Sentiment Score: 4.021391304347827\n",
      "Character: Shinta, Sentiment Score: 4.055277777777778\n",
      "Character: Shio, Sentiment Score: 2.8903896103896107\n",
      "Character: Shinki, Sentiment Score: 3.7246278755074136\n",
      "Character: Shiore, Sentiment Score: 3.377653631284917\n",
      "Character: Shitō_Akimichi, Sentiment Score: 3.3403846153846155\n",
      "Character: Shizuku, Sentiment Score: 4.010774299835258\n",
      "Character: Shisui_Uchiha, Sentiment Score: 3.6852795798578684\n",
      "Character: Suiren_(Kiri), Sentiment Score: 3.7029319371727776\n",
      "Character: Shira, Sentiment Score: 4.0008848377056285\n",
      "Character: Suien, Sentiment Score: 3.8502415458937214\n",
      "Character: Suzaku_Nara, Sentiment Score: 3.559081632653063\n",
      "Character: Soul_Tao, Sentiment Score: 3.99947802197801\n",
      "Character: Shura, Sentiment Score: 3.8474264705882377\n",
      "Character: Stone_Carver, Sentiment Score: 4.135122807017544\n",
      "Character: Sumaru, Sentiment Score: 3.8470869565217334\n",
      "Character: Shiromari, Sentiment Score: 3.9508421052631597\n",
      "Character: Shū, Sentiment Score: 4.144358974358974\n",
      "Character: Son_Gokū, Sentiment Score: 3.6789583333333096\n",
      "Character: Sound_Daimyō, Sentiment Score: 4.682298850574713\n",
      "Character: Shizuma_Hoshigaki, Sentiment Score: 3.8209882005899476\n",
      "Character: Shizune, Sentiment Score: 3.713981637624121\n",
      "Character: Shū_(lord), Sentiment Score: 3.9927121464226265\n",
      "Character: Suiren, Sentiment Score: 3.909506292352366\n",
      "Character: Suzumebachi, Sentiment Score: 3.8245340751043098\n",
      "Character: Shizuku_(Taki), Sentiment Score: 3.9146724890829696\n",
      "Character: Sumire_(citizen), Sentiment Score: 3.4914285714285707\n",
      "Character: Sumashi, Sentiment Score: 3.6095652173913066\n",
      "Character: Suzaku_(minister), Sentiment Score: 4.196605504587159\n",
      "Character: Suzu_Sōgi, Sentiment Score: 3.9555493741307366\n",
      "Character: Suigetsu_Hōzuki, Sentiment Score: 3.626769463340872\n",
      "Character: Sōta, Sentiment Score: 3.9273417721518986\n",
      "Character: Shiranami, Sentiment Score: 3.9104494382022428\n",
      "Character: Suiko, Sentiment Score: 3.9963679245283075\n",
      "Character: Shiro, Sentiment Score: 3.8823936170212767\n",
      "Character: Sōma, Sentiment Score: 3.617949308755759\n",
      "Character: Sumure, Sentiment Score: 3.8079310344827633\n",
      "Character: Sāra, Sentiment Score: 4.123567146282964\n",
      "Character: Susuki, Sentiment Score: 3.995616438356166\n",
      "Character: Sōsha_Amino, Sentiment Score: 3.89124880838894\n",
      "Character: Shizuka, Sentiment Score: 4.012199999999997\n",
      "Character: Sumire_Kakei, Sentiment Score: 3.8007051731389185\n",
      "Character: Shukaku, Sentiment Score: 3.540189136760387\n",
      "Character: Shojoji, Sentiment Score: 3.607131321716936\n",
      "Character: Suzume, Sentiment Score: 3.7046907216494875\n",
      "Character: Sora, Sentiment Score: 3.7181183673469165\n",
      "Character: Sky_Ninja_Executive, Sentiment Score: 4.084626506024099\n",
      "Character: Suiu, Sentiment Score: 3.9039613526570056\n",
      "Character: Shiseru, Sentiment Score: 3.847765624999982\n",
      "Character: Sēramu, Sentiment Score: 4.183183391003463\n",
      "Character: Shun, Sentiment Score: 3.3405235602094243\n",
      "Character: Sōsetsu_Kazahana, Sentiment Score: 3.6381728395061756\n",
      "Character: Suname, Sentiment Score: 3.476962025316455\n",
      "Character: Shiro_(Land_of_Ancestors), Sentiment Score: 3.8948377581120988\n",
      "Character: Tadaichi, Sentiment Score: 3.7032765957446836\n",
      "Character: Sukune, Sentiment Score: 4.15611570247934\n",
      "Character: Suika_Kannonji, Sentiment Score: 3.2986861313868596\n",
      "Character: Shirabe, Sentiment Score: 3.739351851851853\n",
      "Character: Sukima, Sentiment Score: 3.825076923076924\n",
      "Character: Spirit_Beast, Sentiment Score: 4.072281368821296\n",
      "Character: Susuki_(Land_of_Demons), Sentiment Score: 3.7245180722891593\n",
      "Character: Suika, Sentiment Score: 3.6318269230769284\n",
      "Character: Suguro, Sentiment Score: 3.7887939698492477\n",
      "Character: Sukui, Sentiment Score: 3.6079552715655017\n",
      "Character: Stone_Carver's_Assistant, Sentiment Score: 3.7993478260869584\n",
      "Character: Suna_Reincarnated_Shinobi, Sentiment Score: 3.574188034188036\n",
      "Character: Shishio, Sentiment Score: 3.729085714285716\n",
      "Character: Sāra's_Daughter, Sentiment Score: 4.186187845303868\n",
      "Character: Shisō, Sentiment Score: 3.554486921529178\n",
      "Character: Suna_Assassin_Captain, Sentiment Score: 3.8735761589403994\n",
      "Character: Sora_(orphan), Sentiment Score: 3.7778026905829596\n",
      "Character: Suzuran, Sentiment Score: 3.391920529801325\n",
      "Character: Shōseki, Sentiment Score: 3.5739453125000034\n",
      "Character: Soegi, Sentiment Score: 2.773333333333334\n",
      "Character: Sōzu, Sentiment Score: 3.843781094527364\n",
      "Character: Sukeza, Sentiment Score: 4.206739130434783\n",
      "Character: Taiko_Uchiha, Sentiment Score: 3.688506787330316\n",
      "Character: Takajō_Torikai, Sentiment Score: 3.2036283185840713\n",
      "Character: Takishi, Sentiment Score: 3.370869565217392\n",
      "Character: Tajima_Uchiha, Sentiment Score: 3.5766666666666698\n",
      "Character: Tagitsuhime, Sentiment Score: 3.928840125391852\n",
      "Character: Taiseki, Sentiment Score: 3.5449404761904795\n",
      "Character: Taiki, Sentiment Score: 3.738261904761905\n",
      "Character: Tamae, Sentiment Score: 3.730400000000002\n",
      "Character: Taku, Sentiment Score: 3.9198611111111124\n",
      "Character: Tajiki, Sentiment Score: 3.486424870466323\n",
      "Character: Taizō, Sentiment Score: 3.946803551609312\n",
      "Character: Takanami_Senka, Sentiment Score: 3.6694000000000027\n",
      "Character: Taji, Sentiment Score: 3.6660625000000024\n",
      "Character: Taisa_Amagiri, Sentiment Score: 3.6074298375184632\n",
      "Character: Takamaru, Sentiment Score: 3.5699224806201557\n",
      "Character: Taruho, Sentiment Score: 3.8412855377008617\n",
      "Character: Tanuki_Shigaraki, Sentiment Score: 3.9083029197080292\n",
      "Character: Tanzō, Sentiment Score: 4.03811704834606\n",
      "Character: Tanishi, Sentiment Score: 3.788464419475656\n",
      "Character: Taruto, Sentiment Score: 4.030353356890463\n",
      "Character: Tamao, Sentiment Score: 4.373127572016461\n",
      "Character: Tamaki, Sentiment Score: 3.730452781371277\n",
      "Character: Tatewaki, Sentiment Score: 3.7869152542372815\n",
      "Character: Tasuki, Sentiment Score: 3.5467153284671564\n",
      "Character: Tami, Sentiment Score: 3.905194029850749\n",
      "Character: Tarui, Sentiment Score: 3.6503147699757883\n",
      "Character: Tarō, Sentiment Score: 4.136942675159236\n",
      "Character: Tango, Sentiment Score: 3.568015873015875\n",
      "Character: Tetsuru, Sentiment Score: 4.012324324324328\n",
      "Character: Tobirama_Senju, Sentiment Score: 3.491875255623701\n",
      "Character: Tenga, Sentiment Score: 3.9052016129032303\n",
      "Character: Tayori_Kuroyagi, Sentiment Score: 3.829882352941177\n",
      "Character: Tezuna, Sentiment Score: 4.226883720930234\n",
      "Character: Tayuya, Sentiment Score: 3.8068945432249857\n",
      "Character: Tazuna, Sentiment Score: 3.752615658362994\n",
      "Character: Tezutsu_Mikawa, Sentiment Score: 3.4884337349397607\n",
      "Character: Teguse_(game), Sentiment Score: 3.892159090909092\n",
      "Character: Tokiwa, Sentiment Score: 3.8405756929637564\n",
      "Character: Tenzō_(Iburi_Clan), Sentiment Score: 3.901104294478531\n",
      "Character: Tiger-Masked_Anbu_Member, Sentiment Score: 3.587620481927714\n",
      "Character: Temujin, Sentiment Score: 3.8826378227494716\n",
      "Character: Teuchi, Sentiment Score: 3.7623646071700874\n",
      "Character: Tekkan, Sentiment Score: 3.8591168091168147\n",
      "Character: Tessen_Togeito, Sentiment Score: 3.144748603351957\n",
      "Character: Tenji, Sentiment Score: 4.280934182590236\n",
      "Character: Third_Hoshikage, Sentiment Score: 3.964834024896268\n",
      "Character: Terai, Sentiment Score: 3.605198019801984\n",
      "Character: Tonbee, Sentiment Score: 3.8673444976076574\n",
      "Character: Tomari, Sentiment Score: 3.393636363636365\n",
      "Character: Third_Kazekage, Sentiment Score: 3.687791342952278\n",
      "Character: Ten-Tails, Sentiment Score: 3.6027977500611024\n",
      "Character: Tonbo_Tobitake, Sentiment Score: 3.622749140893471\n",
      "Character: Toki, Sentiment Score: 4.010219560878249\n",
      "Character: Tatsuji, Sentiment Score: 3.785444015444019\n",
      "Character: Toki_(Shinobazu), Sentiment Score: 3.6629768786127217\n",
      "Character: Third_Mizukage, Sentiment Score: 3.62434210526316\n",
      "Character: Tobio, Sentiment Score: 3.917323943661974\n",
      "Character: Tenzen_Daikoku, Sentiment Score: 3.5512213740458045\n",
      "Character: Three-Headed_Guardian_Beast, Sentiment Score: 4.155390070921986\n",
      "Character: Tobi_(Zetsu), Sentiment Score: 3.5970084033613348\n",
      "Character: Tomaru, Sentiment Score: 3.785429362880887\n",
      "Character: Tokara, Sentiment Score: 3.159444444444444\n",
      "Character: Tonton, Sentiment Score: 3.5892419825072883\n",
      "Character: Tatsuma_Aburame, Sentiment Score: 3.511907514450868\n",
      "Character: Teguse, Sentiment Score: 3.628965517241381\n",
      "Character: Tatsumi, Sentiment Score: 3.831759776536315\n",
      "Character: Tessa, Sentiment Score: 3.5981250000000027\n",
      "Character: Tetsu, Sentiment Score: 3.4763768115942044\n",
      "Character: Tatsunami, Sentiment Score: 4.049656357388316\n",
      "Character: Todoroki, Sentiment Score: 3.913921568627454\n",
      "Character: Tora, Sentiment Score: 3.9062234042553223\n",
      "Character: Temari, Sentiment Score: 3.8058718988549454\n",
      "Character: Teyaki_Uchiha, Sentiment Score: 3.776891891891895\n",
      "Character: Tenma_Funato, Sentiment Score: 3.6869595645412074\n",
      "Character: Tofu, Sentiment Score: 4.401266846361191\n",
      "Character: Tobimaru, Sentiment Score: 3.450378787878789\n",
      "Character: Tokuma_Hyūga, Sentiment Score: 3.5054460966542793\n",
      "Character: Tonika_Village_Head, Sentiment Score: 4.042507598784194\n",
      "Character: Ten-Tails_(Kara), Sentiment Score: 3.629100529100531\n",
      "Character: Tenma_Izumo, Sentiment Score: 3.5495325779036833\n",
      "Character: Tomaru_Minakura, Sentiment Score: 2.8808196721311488\n",
      "Character: Tenten, Sentiment Score: 3.828146799117006\n",
      "Character: This_Daimyō, Sentiment Score: 4.171772151898735\n",
      "Character: Tera, Sentiment Score: 3.6674324324324354\n",
      "Character: Tea_Daimyō, Sentiment Score: 3.785705882352943\n",
      "Character: Teo, Sentiment Score: 3.900688259109314\n",
      "Character: Tekka_Uchiha, Sentiment Score: 3.6053613053613107\n",
      "Character: Tenma_Kodon, Sentiment Score: 3.768992805755397\n",
      "Character: Tenzen's_Bodyguard, Sentiment Score: 3.7011428571428606\n",
      "Character: Three_Giant_Snakes, Sentiment Score: 3.719337748344373\n",
      "Character: Tekuno_Kanden, Sentiment Score: 3.806048565121418\n",
      "Character: Tonsuke, Sentiment Score: 3.9158706467661686\n",
      "Character: Teru, Sentiment Score: 3.4980147058823565\n",
      "Character: Tora_(Anbu), Sentiment Score: 3.7354205607476656\n",
      "Character: Team_Goji_Leader, Sentiment Score: 4.034029180695845\n",
      "Character: Tentō_Madoka, Sentiment Score: 3.8823088344469143\n",
      "Character: Toneri_Ōtsutsuki, Sentiment Score: 3.8096750629722735\n",
      "Character: Three_Haimaru_Brothers, Sentiment Score: 3.4958627858627893\n",
      "Character: Temui, Sentiment Score: 3.1397938144329904\n",
      "Character: Terubō, Sentiment Score: 3.41855421686747\n",
      "Character: Towa, Sentiment Score: 3.8331053351573106\n",
      "Character: Toroi_(Genin), Sentiment Score: 3.7123318385650235\n",
      "Character: Toshi, Sentiment Score: 3.809094827586208\n",
      "Character: Tsubusa, Sentiment Score: 3.7620238095238117\n",
      "Character: Tsubaki_(game), Sentiment Score: 4.210335570469797\n",
      "Character: Torune_Aburame, Sentiment Score: 3.531996871741383\n",
      "Character: Tsuchigumo_Chief, Sentiment Score: 4.087545454545456\n",
      "Character: Torifu_Akimichi, Sentiment Score: 3.411814595660751\n",
      "Character: Tsuchino, Sentiment Score: 3.742584269662923\n",
      "Character: Tsubaki_(parent), Sentiment Score: 3.8662385321100925\n",
      "Character: Tsubaki_(anime), Sentiment Score: 3.919010416666668\n",
      "Character: Tsubaki_Kurogane, Sentiment Score: 4.007941952506579\n",
      "Character: Tosaka, Sentiment Score: 3.954491333835708\n",
      "Character: Toroi, Sentiment Score: 3.5807713884993007\n",
      "Character: Tsubute_Futaba, Sentiment Score: 3.3328971962616842\n",
      "Character: Tsukune, Sentiment Score: 3.491203319502077\n",
      "Character: Tsukado, Sentiment Score: 3.8724713958810075\n",
      "Character: Tsukushi, Sentiment Score: 4.257546296296296\n",
      "Character: Tsuchinoe, Sentiment Score: 3.551459854014599\n",
      "Character: Tsunami, Sentiment Score: 4.030632911392405\n",
      "Character: Tsuchinoto, Sentiment Score: 3.352313432835822\n",
      "Character: Tsukino, Sentiment Score: 3.7974889867841317\n",
      "Character: Tsukiyo, Sentiment Score: 3.8289130434782606\n",
      "Character: Tsume_Inuzuka, Sentiment Score: 3.7163801452784497\n",
      "Character: Tsunade, Sentiment Score: 3.7199490497372425\n",
      "Character: Tsukiko_Kagetsu, Sentiment Score: 4.202843601895736\n",
      "Character: Tsukino's_Father, Sentiment Score: 3.7012500000000004\n",
      "Character: Tsuru_Itoi, Sentiment Score: 3.8046696528555435\n",
      "Character: White_Zetsu, Sentiment Score: 3.590228514654726\n",
      "Character: Watase, Sentiment Score: 3.872241992882566\n",
      "Character: Umibōzu, Sentiment Score: 3.6461904761904806\n",
      "Character: Yashamaru, Sentiment Score: 3.706654589371976\n",
      "Character: Yamaoka, Sentiment Score: 3.4747602739726062\n",
      "Character: Village_Headman, Sentiment Score: 4.476250000000003\n",
      "Character: Yagura_Karatachi, Sentiment Score: 3.461079812206552\n",
      "Character: Tōu, Sentiment Score: 3.619331476323124\n",
      "Character: Ubau, Sentiment Score: 3.9965373134328397\n",
      "Character: Tsuyu, Sentiment Score: 3.8218843683083543\n",
      "Character: Yajirobee, Sentiment Score: 3.5676111111111135\n",
      "Character: Wind_Daimyō_(Part_II), Sentiment Score: 3.8995617529880517\n",
      "Character: Waraji, Sentiment Score: 3.71729393468118\n",
      "Character: Uroko_Kurama, Sentiment Score: 3.947217391304352\n",
      "Character: Tōbei_Kagetsu, Sentiment Score: 4.251776061776063\n",
      "Character: Tōjūrō, Sentiment Score: 3.9188801054018425\n",
      "Character: Wasabi_Izuno, Sentiment Score: 3.875171248310014\n",
      "Character: White_Snake_Sage, Sentiment Score: 3.932074175824175\n",
      "Character: Yakku, Sentiment Score: 3.418409090909091\n",
      "Character: Yome, Sentiment Score: 3.91023391812865\n",
      "Character: Tōka_Senju, Sentiment Score: 3.6801242236024865\n",
      "Character: Yanaru_Aze, Sentiment Score: 3.6258499413833523\n",
      "Character: Unmo_Samidare, Sentiment Score: 3.2680620155038773\n",
      "Character: Yoruga, Sentiment Score: 3.9668058968059\n",
      "Character: Uruchi_Uchiha, Sentiment Score: 3.8363461538461534\n",
      "Character: Yomito_Hirasaka, Sentiment Score: 3.7185153256704853\n",
      "Character: Yakumo_Kurama, Sentiment Score: 3.9142976066597215\n",
      "Character: Udon_Ise, Sentiment Score: 3.7186728395061506\n",
      "Character: Yokaze, Sentiment Score: 3.6715638766519847\n",
      "Character: Uō, Sentiment Score: 3.844869565217393\n",
      "Character: Tsurugi, Sentiment Score: 3.761431623931625\n",
      "Character: Tsuzura_Shitakiri, Sentiment Score: 4.013440860215043\n",
      "Character: Tōfū, Sentiment Score: 3.6619298245614047\n",
      "Character: Unnamed_Team_6_Member, Sentiment Score: 3.745407407407409\n",
      "Character: Yakumi_Uchiha, Sentiment Score: 3.5720588235294137\n",
      "Character: Urashiki_Ōtsutsuki, Sentiment Score: 3.6194678685664274\n",
      "Character: Urakaku, Sentiment Score: 3.7046044624746512\n",
      "Character: Yaoki, Sentiment Score: 3.5829230769230778\n",
      "Character: Yoroi_Akadō, Sentiment Score: 3.592348804500703\n",
      "Character: Unkai_Kurama, Sentiment Score: 3.7815151515151517\n",
      "Character: Valleys_Daimyō, Sentiment Score: 3.9578362573099466\n",
      "Character: Yota, Sentiment Score: 3.926215753424643\n",
      "Character: Yahiko, Sentiment Score: 3.8334081902245565\n",
      "Character: Utakata, Sentiment Score: 3.656083538083515\n",
      "Character: Yamato, Sentiment Score: 3.6496124575576396\n",
      "Character: Ushi, Sentiment Score: 3.693771929824563\n",
      "Character: Yoshiteru, Sentiment Score: 3.152840236686392\n",
      "Character: Yamame_(citizen), Sentiment Score: 3.7699337748344406\n",
      "Character: Ultimate_Summoning_Beast, Sentiment Score: 4.000635245901642\n",
      "Character: Yone, Sentiment Score: 3.8652542372881373\n",
      "Character: Tsuzumi_Sarugaku, Sentiment Score: 3.4817209302325622\n",
      "Character: Yomi, Sentiment Score: 3.938333333333335\n",
      "Character: Yamame, Sentiment Score: 3.877171314741038\n",
      "Character: Yagura_(anime), Sentiment Score: 3.5257303370786524\n",
      "Character: Unagi, Sentiment Score: 4.275687500000004\n",
      "Character: Ugai, Sentiment Score: 3.4948872180451134\n",
      "Character: Yodo, Sentiment Score: 3.7282624768946384\n",
      "Character: Urushi_(summon), Sentiment Score: 3.5537769080234853\n",
      "Character: Tsurushi_Hachiya, Sentiment Score: 3.7317861205915763\n",
      "Character: Water_Daimyō, Sentiment Score: 3.984855967078192\n",
      "Character: Tsuzumi, Sentiment Score: 3.6611764705882344\n",
      "Character: Victor's_Secretary, Sentiment Score: 4.0243415637860105\n",
      "Character: Yokozuna, Sentiment Score: 3.563898305084747\n",
      "Character: Yatogo_Ryūgen, Sentiment Score: 3.144473684210528\n",
      "Character: Victor, Sentiment Score: 3.9942126269956244\n",
      "Character: Urushi, Sentiment Score: 3.9108992248062027\n",
      "Character: Wind_Daimyō_(Part_I), Sentiment Score: 3.7471365638766536\n",
      "Character: Tsuzumi_(cultist), Sentiment Score: 3.580140350877195\n",
      "Character: Ugatsu, Sentiment Score: 3.346875000000001\n",
      "Character: Ya, Sentiment Score: 3.5467375886524843\n",
      "Character: Yoshino_Nara, Sentiment Score: 3.8704166666666695\n",
      "Character: Yashiro_Uchiha, Sentiment Score: 3.6189554317548756\n",
      "Character: Yubina, Sentiment Score: 4.001074918566772\n",
      "Character: Yui, Sentiment Score: 3.710624999999999\n",
      "Character: Yuki_(hawk), Sentiment Score: 3.4526422764227664\n",
      "Character: Yukata, Sentiment Score: 3.6181223922113905\n",
      "Character: Yurui, Sentiment Score: 3.555429769392035\n",
      "Character: Yurui_(anime), Sentiment Score: 3.664486486486487\n",
      "Character: Yurika, Sentiment Score: 3.3462893081761025\n",
      "Character: Yukimi, Sentiment Score: 3.896029919447635\n",
      "Character: Yugito_Nii, Sentiment Score: 3.5817894736841884\n",
      "Character: Yurinojō, Sentiment Score: 3.806479820627808\n",
      "Character: Yurito, Sentiment Score: 3.6104276985743406\n",
      "Character: Yukai, Sentiment Score: 3.7518876404494415\n",
      "Character: Yuki_(Academy_student), Sentiment Score: 3.8335740072202196\n",
      "Character: Yuina_Itomaki, Sentiment Score: 3.9469783352337466\n",
      "Character: Yotaka, Sentiment Score: 3.6423861566484566\n",
      "Character: Yūsuke, Sentiment Score: 3.8389861751152097\n",
      "Character: Yūga, Sentiment Score: 3.9019611307420483\n",
      "Character: Yūra, Sentiment Score: 3.6009482758620726\n",
      "Character: Yūgao_Uzuki, Sentiment Score: 3.580228539576357\n",
      "Character: Yōrō, Sentiment Score: 3.7349610389610355\n",
      "Character: Yūto, Sentiment Score: 3.9546590909090926\n",
      "Character: Zabuza_Momochi, Sentiment Score: 3.6516525314828825\n",
      "Character: Yūki_Minazuki, Sentiment Score: 3.6699430199430183\n",
      "Character: Yūsuke's_Father, Sentiment Score: 4.349722222222223\n",
      "Character: Yūkimaru's_Mother, Sentiment Score: 4.235289855072464\n",
      "Character: Yōji_Aburame, Sentiment Score: 3.512259541984734\n",
      "Character: Yūdachi, Sentiment Score: 3.5258241758241775\n",
      "Character: Yūkimaru, Sentiment Score: 3.764126770060674\n",
      "Character: Zaku_Abumi, Sentiment Score: 3.6009954158480606\n",
      "Character: Zaji, Sentiment Score: 3.6173409461663932\n",
      "Character: Zero-Tails, Sentiment Score: 3.932119205298016\n",
      "Character: Zaji_(gambler), Sentiment Score: 3.9058015267175583\n",
      "Character: Zetsu, Sentiment Score: 2.4963636363636366\n",
      "Character: Ōtsutsuki_Clan_Patriarch, Sentiment Score: 3.935259433962264\n",
      "Character: Ōga, Sentiment Score: 3.896663869072571\n",
      "Character: Ūhei, Sentiment Score: 3.5437786259542\n",
      "Character: Ōkei, Sentiment Score: 2.9583999999999997\n",
      "Character: Ōnoki, Sentiment Score: 3.833309329320732\n",
      "Character: Ōnami, Sentiment Score: 3.792907949790799\n",
      "Character: Zenza, Sentiment Score: 3.7810833333333362\n",
      "Character: Zansūru, Sentiment Score: 3.7162061591103197\n",
      "Character: Zōsui, Sentiment Score: 3.98279475982533\n",
      "Character: Ōwashi, Sentiment Score: 4.1836220472440955\n",
      "Character: Zō, Sentiment Score: 3.669700374531838\n",
      "Character: Zōri, Sentiment Score: 3.713318112633181\n",
      "Character: Zangei, Sentiment Score: 3.546239669421489\n",
      "Character: Ōtora, Sentiment Score: 3.8789705882352963\n",
      "Character: Ōmitsu, Sentiment Score: 3.8008550185873653\n",
      "Character: Zenigoke, Sentiment Score: 3.1305426356589168\n"
     ]
    }
   ],
   "source": [
    "sentiment_scores_characters = {}\n",
    "\n",
    "def calculate_sentiment(description, word_scores):\n",
    "    \"\"\"\n",
    "    Calculate the sentiment score for each character given their text description.\n",
    "\n",
    "    Parameters:\n",
    "    - description (str or list): The text description for each character for which sentiment is to be calculated. Can be a string or a list of strings.\n",
    "    - word_scores (dict): A dictionary containing word sentiment scores.\n",
    "\n",
    "    Returns:\n",
    "    - float or None: The average sentiment score if valid tokens are found, otherwise None.\n",
    "\n",
    "    \"\"\"\n",
    "    description_str = ' '.join(description) if isinstance(description, list) else str(description)\n",
    "    \n",
    "    tokens = word_tokenize(description_str.lower())\n",
    "    \n",
    "    sentiment_scores_characters = [word_scores.get(token, 0) for token in tokens]\n",
    "    \n",
    "    if sentiment_scores_characters:\n",
    "        average_sentiment = sum(sentiment_scores_characters) / len(sentiment_scores_characters)\n",
    "        return average_sentiment\n",
    "    else:\n",
    "        return None\n",
    "\n",
    "for character_name, combined_description in characters_text.items():\n",
    "    sentiment_scores_characters[character_name] = calculate_sentiment(combined_description, labmt)\n",
    "\n",
    "for character_name, score in sentiment_scores_characters.items():\n",
    "    print(f\"Character: {character_name}, Sentiment Score: {score}\")\n",
    "\n",
    "with open('../data/sentiment_scores_characters.json', 'w') as file:\n",
    "    json.dump(sentiment_scores_characters, file)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's have a look at the most positive and negative characters of the series:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Most positive character: Sound_Daimyō with a score of: 4.682298850574713\n",
      "Most negative character: Zetsu with a score of: 2.4963636363636366\n"
     ]
    }
   ],
   "source": [
    "max_key = max(sentiment_scores_characters, key=sentiment_scores_characters.get)\n",
    "max_value = sentiment_scores_characters[max_key]\n",
    "min_key = min(sentiment_scores_characters, key=sentiment_scores_characters.get)\n",
    "min_value = sentiment_scores_characters[min_key]\n",
    "\n",
    "print('Most positive character:', max_key, 'with a score of:', max_value)\n",
    "print('Most negative character:', min_key, 'with a score of:', min_value)"
   ]
  }
 ],
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