material/deep_learning/korean_word_sequence_classification.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "korean_word_sequence_classification.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "toc_visible": true,
      "machine_shape": "hm"
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "h3lPGp8Our_W"
      },
      "source": [
        "# 한글 단어열 예측 "
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GcRRFwxOBbR4"
      },
      "source": [
        "import pandas as pd\n",
        "import numpy as np  \n",
        "import re\n",
        "import pickle\n",
        "\n",
        "import tensorflow as tf\n",
        "from tensorflow import keras\n",
        "from tensorflow.keras import load_model\n",
        "from tensorflow.keras import backend as K\n",
        "from tensorflow.keras import Input, Model\n",
        "from tensorflow.keras import optimizers\n",
        "\n",
        "import codecs\n",
        "from tqdm import tqdm\n",
        "import shutil"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "rtr1QFbwXFd4"
      },
      "source": [
        "# 데이터"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Aj5gT8T6-jQK"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "C73YVM8W-j7K"
      },
      "source": [
        "## Tokenizer 설치 - Kkma\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "nmQNNaep-rDW",
        "outputId": "5356063b-4d68-4b8b-df3b-1202d79c2c63"
      },
      "source": [
        "!pip install konlpy"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting konlpy\n",
            "  Downloading konlpy-0.5.2-py2.py3-none-any.whl (19.4 MB)\n",
            "\u001b[K     |████████████████████████████████| 19.4 MB 43.8 MB/s \n",
            "\u001b[?25hRequirement already satisfied: tweepy>=3.7.0 in /usr/local/lib/python3.7/dist-packages (from konlpy) (3.10.0)\n",
            "Collecting beautifulsoup4==4.6.0\n",
            "  Downloading beautifulsoup4-4.6.0-py3-none-any.whl (86 kB)\n",
            "\u001b[K     |████████████████████████████████| 86 kB 5.7 MB/s \n",
            "\u001b[?25hCollecting colorama\n",
            "  Downloading colorama-0.4.4-py2.py3-none-any.whl (16 kB)\n",
            "Requirement already satisfied: lxml>=4.1.0 in /usr/local/lib/python3.7/dist-packages (from konlpy) (4.2.6)\n",
            "Requirement already satisfied: numpy>=1.6 in /usr/local/lib/python3.7/dist-packages (from konlpy) (1.19.5)\n",
            "Collecting JPype1>=0.7.0\n",
            "  Downloading JPype1-1.3.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl (448 kB)\n",
            "\u001b[K     |████████████████████████████████| 448 kB 47.2 MB/s \n",
            "\u001b[?25hRequirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from JPype1>=0.7.0->konlpy) (3.10.0.2)\n",
            "Requirement already satisfied: requests[socks]>=2.11.1 in /usr/local/lib/python3.7/dist-packages (from tweepy>=3.7.0->konlpy) (2.23.0)\n",
            "Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.7/dist-packages (from tweepy>=3.7.0->konlpy) (1.3.0)\n",
            "Requirement already satisfied: six>=1.10.0 in /usr/local/lib/python3.7/dist-packages (from tweepy>=3.7.0->konlpy) (1.15.0)\n",
            "Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from requests-oauthlib>=0.7.0->tweepy>=3.7.0->konlpy) (3.1.1)\n",
            "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests[socks]>=2.11.1->tweepy>=3.7.0->konlpy) (2.10)\n",
            "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests[socks]>=2.11.1->tweepy>=3.7.0->konlpy) (1.24.3)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests[socks]>=2.11.1->tweepy>=3.7.0->konlpy) (2021.10.8)\n",
            "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests[socks]>=2.11.1->tweepy>=3.7.0->konlpy) (3.0.4)\n",
            "Requirement already satisfied: PySocks!=1.5.7,>=1.5.6 in /usr/local/lib/python3.7/dist-packages (from requests[socks]>=2.11.1->tweepy>=3.7.0->konlpy) (1.7.1)\n",
            "Installing collected packages: JPype1, colorama, beautifulsoup4, konlpy\n",
            "  Attempting uninstall: beautifulsoup4\n",
            "    Found existing installation: beautifulsoup4 4.6.3\n",
            "    Uninstalling beautifulsoup4-4.6.3:\n",
            "      Successfully uninstalled beautifulsoup4-4.6.3\n",
            "Successfully installed JPype1-1.3.0 beautifulsoup4-4.6.0 colorama-0.4.4 konlpy-0.5.2\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Bwt0hWEnXCtO"
      },
      "source": [
        "from konlpy.tag import Okt\n",
        "\n",
        "tokenizer = Okt()"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "2katSGDV-jIC"
      },
      "source": [
        "poses = tokenizer.pos('토크나이징이 잘 되나요?')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "lp-ZjgsEB-e6",
        "outputId": "ed093cbf-6444-4924-8727-38864fef3106"
      },
      "source": [
        "tokens = []\n",
        "for pos in poses:\n",
        "  print(pos)\n",
        "  tokens.append(pos[0])\n",
        "print(tokens)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "('토크', 'Noun')\n",
            "('나', 'Josa')\n",
            "('이징', 'Noun')\n",
            "('이', 'Josa')\n",
            "('잘', 'Verb')\n",
            "('되나요', 'Verb')\n",
            "('?', 'Punctuation')\n",
            "['토크', '나', '이징', '이', '잘', '되나요', '?']\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "bobHiFxmBN01"
      },
      "source": [
        "## 데이터 다운로드"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5-pgao0HxEbn",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "d0c39457-9b47-4296-da7a-2d7781d15509"
      },
      "source": [
        "!wget https://github.com/dhrim/deep_learning_data/raw/master/movie_ratings.txt"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "--2021-11-15 05:33:37--  https://github.com/dhrim/deep_learning_data/raw/master/movie_ratings.txt\n",
            "Resolving github.com (github.com)... 192.30.255.113\n",
            "Connecting to github.com (github.com)|192.30.255.113|:443... connected.\n",
            "HTTP request sent, awaiting response... 302 Found\n",
            "Location: https://raw.githubusercontent.com/dhrim/deep_learning_data/master/movie_ratings.txt [following]\n",
            "--2021-11-15 05:33:37--  https://raw.githubusercontent.com/dhrim/deep_learning_data/master/movie_ratings.txt\n",
            "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n",
            "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 19515078 (19M) [text/plain]\n",
            "Saving to: ‘movie_ratings.txt’\n",
            "\n",
            "movie_ratings.txt   100%[===================>]  18.61M  --.-KB/s    in 0.1s    \n",
            "\n",
            "2021-11-15 05:33:38 (177 MB/s) - ‘movie_ratings.txt’ saved [19515078/19515078]\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QZu1lTyM28Rf"
      },
      "source": [
        "## 데이터 로딩"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lsyECR_ixL2t"
      },
      "source": [
        "df = pd.read_table(\"movie_ratings.txt\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 205
        },
        "id": "kVPkn52ZxbU8",
        "outputId": "a1f096c1-ea47-4d26-a320-56b770fd1b68"
      },
      "source": [
        "df.head()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>document</th>\n",
              "      <th>label</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>8112052</td>\n",
              "      <td>어릴때보고 지금다시봐도 재밌어요ㅋㅋ</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>8132799</td>\n",
              "      <td>디자인을 배우는 학생으로, 외국디자이너와 그들이 일군 전통을 통해 발전해가는 문화산...</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>4655635</td>\n",
              "      <td>폴리스스토리 시리즈는 1부터 뉴까지 버릴께 하나도 없음.. 최고.</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>9251303</td>\n",
              "      <td>와.. 연기가 진짜 개쩔구나.. 지루할거라고 생각했는데 몰입해서 봤다.. 그래 이런...</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>10067386</td>\n",
              "      <td>안개 자욱한 밤하늘에 떠 있는 초승달 같은 영화.</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "         id                                           document  label\n",
              "0   8112052                                어릴때보고 지금다시봐도 재밌어요ㅋㅋ      1\n",
              "1   8132799  디자인을 배우는 학생으로, 외국디자이너와 그들이 일군 전통을 통해 발전해가는 문화산...      1\n",
              "2   4655635               폴리스스토리 시리즈는 1부터 뉴까지 버릴께 하나도 없음.. 최고.      1\n",
              "3   9251303  와.. 연기가 진짜 개쩔구나.. 지루할거라고 생각했는데 몰입해서 봤다.. 그래 이런...      1\n",
              "4  10067386                        안개 자욱한 밤하늘에 떠 있는 초승달 같은 영화.      1"
            ]
          },
          "metadata": {},
          "execution_count": 27
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Satro0bK25CA"
      },
      "source": [
        "## 데이터 섞기"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 205
        },
        "id": "Rj4fWpN523i8",
        "outputId": "87dd8101-eefa-4cb5-d185-6824612aa45d"
      },
      "source": [
        "df = df.sample(frac=1).reset_index(drop=True) \n",
        "\n",
        "df.head()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>document</th>\n",
              "      <th>label</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>8020858</td>\n",
              "      <td>꽤 괜찮은거같아요 ~~</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>9663458</td>\n",
              "      <td>하나도 아까운 영화. 왜 인지 모를 부자와, 누구인지 모를 주인공, 왜 보여주는지 ...</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>5733261</td>\n",
              "      <td>린제리 로한 사랑함.</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>7455893</td>\n",
              "      <td>이런 영화보면 나도 영화만들수 있을거같다</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>9478178</td>\n",
              "      <td>싫다는데 억지로 먹이고 먹은 사람은 가만히있는데 옆사람들이 서로 옳다 맞다 싸우는 ...</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "        id                                           document  label\n",
              "0  8020858                                       꽤 괜찮은거같아요 ~~      1\n",
              "1  9663458  하나도 아까운 영화. 왜 인지 모를 부자와, 누구인지 모를 주인공, 왜 보여주는지 ...      0\n",
              "2  5733261                                        린제리 로한 사랑함.      1\n",
              "3  7455893                             이런 영화보면 나도 영화만들수 있을거같다      0\n",
              "4  9478178  싫다는데 억지로 먹이고 먹은 사람은 가만히있는데 옆사람들이 서로 옳다 맞다 싸우는 ...      0"
            ]
          },
          "metadata": {},
          "execution_count": 28
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "-ke8GRyV3AMJ"
      },
      "source": [
        "## 입력과 출력 데이터 분리"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "qrebOR3Ixtah"
      },
      "source": [
        "reviews = df.document.values.copy()\n",
        "labels = df.label.values.copy()"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_pPRFEcJEfrU",
        "outputId": "6cbd364d-b937-4734-d785-1edf2cc97e86"
      },
      "source": [
        "print(reviews.shape)\n",
        "print(labels.shape)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(200000,)\n",
            "(200000,)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "vqIppyJQS_4A"
      },
      "source": [
        "## 토큰나이징"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "pLBjr69W9rPH"
      },
      "source": [
        "PAD = \"[PAD]\"\n",
        "UNK = \"[UNK]\""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "1lGlrtErOebZ"
      },
      "source": [
        "VOCA_SIZE = 4000 # 어휘 사전의 크기\n",
        "SEQ_LENGTH = 128 # 리뷰 최대 길이"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "QYDXGfAg4icy"
      },
      "source": [
        "from tqdm import tqdm\n",
        "from konlpy.tag import Okt\n",
        "\n",
        "def tokenize(reviews):\n",
        "  tokenizer = Okt()\n",
        "  tokenized = []\n",
        "  # for review in tqdm(reviews):\n",
        "  for review in reviews:\n",
        "    review = str(review)\n",
        "    # review = '꽤 괜찮은거같아요 ~~'\n",
        "    poses = tokenizer.pos(review)\n",
        "    tokens = [pos[0] for pos in poses]\n",
        "    # tokens = ['꽤', '괜찮은', '거', '같아요', '~~']\n",
        "    tokens = tokens[:SEQ_LENGTH]\n",
        "    tokenized.append(tokens)\n",
        "  return tokenized"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "58aBlC0wSAfx",
        "outputId": "1a4f4364-e694-42b7-d451-ffcc2eab8e3f"
      },
      "source": [
        "print(len(reviews))"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "200000\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "yaDgZZQ_fb3I",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "6239d83c-4b00-4301-ae6d-ca6b408aaa30"
      },
      "source": [
        "tokenized_reviews = tokenize(reviews)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "100%|██████████| 200000/200000 [08:43<00:00, 381.81it/s]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ESOc7d44S58U"
      },
      "source": [
        "## 인코딩"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JaGz9O6dNJM5",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "de6b1ecf-399d-46d2-9356-ad82704ff83a"
      },
      "source": [
        "import collections\n",
        "from collections import OrderedDict\n",
        "\n",
        "def build_index(tokenized_reviews):\n",
        "\n",
        "  all_tokens = []\n",
        "  for tokens in tokenized_reviews:\n",
        "    all_tokens.extend(tokens)\n",
        "\n",
        " # 빈도 순으로 정열\n",
        "  counts = collections.Counter(all_tokens)\n",
        "  sorted_tokens = sorted(all_tokens, key=counts.get, reverse=True)\n",
        "\n",
        "  # 단어 중복 삭제\n",
        "  sorted_tokens = list(OrderedDict.fromkeys(sorted_tokens))\n",
        "\n",
        "  # voca 크기 이상의 단어는 버린다.\n",
        "  print(\"len(sorted_tokens) =\", len(sorted_tokens))\n",
        "  sorted_tokens = sorted_tokens[:VOCA_SIZE-2] # PAD, UNK 2개\n",
        "  sorted_tokens.insert(0, UNK)\n",
        "  sorted_tokens.insert(0, PAD)\n",
        "  print(\"len(sorted_tokens) =\", len(sorted_tokens))\n",
        "\n",
        "  word2index = { word:index for index,word in enumerate(sorted_tokens)}\n",
        "  index2word = { index:word for index,word in enumerate(sorted_tokens)}\n",
        "\n",
        "  return word2index, index2word\n",
        "\n",
        "\n",
        "def encode(tokenized_reviews, word2index):\n",
        "\n",
        "  encoded_reviews = []\n",
        "  for tokens in tokenized_reviews:\n",
        "    # tokens = ['아', '더', '빙', '..', '진짜', '짜증', '나네', '요', '목소리']\n",
        "\n",
        "    encoded = []\n",
        "    for token in tokens:\n",
        "      token = token if token in word2index else UNK\n",
        "      encoded.append(word2index[token])\n",
        "\n",
        "    # encoding = [2, 3, 4, 1, 5, 6, 7, 8, 9]\n",
        "\n",
        "    # 길이가 모자라면 PAD(0)으로 채운다.\n",
        "    padding_length = SEQ_LENGTH - len(encoded)\n",
        "    encoded.extend([word2index[PAD]]*padding_length)\n",
        "    # encoded = [2, 3, 4, 1, 5, 6, 7, 8, 9, 0, 0, 0, 0, 0, 0, 0, ... ]\n",
        "    encoded_reviews.append(encoded)\n",
        "\n",
        "  return encoded_reviews\n",
        "\n",
        "word2index, index2word = build_index(tokenized_reviews)\n",
        "encoded_reviews = encode(tokenized_reviews, word2index)\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "len(sorted_tokens) = 122829\n",
            "len(sorted_tokens) = 4000\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "etzbF_G8jAr1",
        "outputId": "95f5da94-ae31-45b1-8320-f24891a1a2c7"
      },
      "source": [
        "print(word2index)\n",
        "print(index2word)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "{'[PAD]': 0, '[UNK]': 1, '.': 2, '이': 3, '영화': 4, '의': 5, '..': 6, '가': 7, '에': 8, '을': 9, '...': 10, '도': 11, '들': 12, ',': 13, '는': 14, '를': 15, '은': 16, '너무': 17, '?': 18, '한': 19, '다': 20, '정말': 21, '적': 22, '만': 23, '진짜': 24, '!': 25, '점': 26, '으로': 27, '로': 28, '에서': 29, '연기': 30, '과': 31, '평점': 32, '것': 33, '최고': 34, '~': 35, '내': 36, '나': 37, '그': 38, '잘': 39, '와': 40, '인': 41, '안': 42, '이런': 43, '생각': 44, '스토리': 45, '못': 46, '왜': 47, '....': 48, '게': 49, '드라마': 50, '이다': 51, '감동': 52, '사람': 53, '1': 54, '하는': 55, '보고': 56, '하고': 57, '말': 58, '고': 59, '더': 60, '때': 61, '아': 62, 'ㅋㅋ': 63, '배우': 64, '감독': 65, '거': 66, '그냥': 67, '요': 68, '본': 69, '내용': 70, '재미': 71, '중': 72, '까지': 73, '뭐': 74, '!!': 75, '좀': 76, '보다': 77, '없는': 78, '쓰레기': 79, '시간': 80, '수': 81, '지': 82, '네': 83, '봤는데': 84, '사랑': 85, '작품': 86, '10': 87, '볼': 88, '할': 89, '없다': 90, '다시': 91, '하나': 92, '마지막': 93, '이건': 94, 'ㅋ': 95, '좋은': 96, '저': 97, '같은': 98, '정도': 99, '2': 100, '입니다': 101, '완전': 102, '있는': 103, 'ㅋㅋㅋ': 104, '처음': 105, '장면': 106, '주인공': 107, '액션': 108, '대': 109, '이렇게': 110, 'ㅠㅠ': 111, '걸': 112, '보는': 113, '최악': 114, '개': 115, '지금': 116, '3': 117, \"'\": 118, '이야기': 119, '돈': 120, '하': 121, '임': 122, '별로': 123, '참': 124, '봐도': 125, '연출': 126, '느낌': 127, '없고': 128, '끝': 129, '라': 130, '듯': 131, '명작': 132, '인데': 133, '별': 134, '역시': 135, '그리고': 136, '기': 137, '서': 138, '난': 139, '많이': 140, '재밌게': 141, '이해': 142, '^^': 143, 'ㅡㅡ': 144, '면': 145, '라고': 146, '!!!': 147, '이영화': 148, '보면': 149, '때문': 150, '또': 151, '여자': 152, '이나': 153, '부터': 154, '성': 155, '전': 156, '해서': 157, '꼭': 158, '아깝다': 159, '두': 160, '된': 161, '보기': 162, '편': 163, '에게': 164, '이고': 165, '짱': 166, '여': 167, '무슨': 168, '기억': 169, '일': 170, '인생': 171, '엔': 172, '같다': 173, '결말': 174, '야': 175, '마음': 176, '랑': 177, 'ㅎㅎ': 178, '애': 179, 'ㅠ': 180, '소재': 181, '수준': 182, '님': 183, '넘': 184, '~~': 185, '영': 186, '없이': 187, '한다': 188, '현실': 189, '제': 190, '한번': 191, '해': 192, '속': 193, '반전': 194, '씨': 195, '함': 196, ';;': 197, '매력': 198, '라는': 199, '??': 200, '전개': 201, '급': 202, '가슴': 203, '남자': 204, '한국': 205, '가장': 206, '하게': 207, '하지만': 208, '되는': 209, '뿐': 210, '알': 211, '아이': 212, '음악': 213, '다른': 214, '니': 215, '만든': 216, '인간': 217, '냐': 218, '줄': 219, '우리': 220, '추천': 221, '원작': 222, '번': 223, '눈물': 224, '봤다': 225, '모든': 226, '않고': 227, '화': 228, '자체': 229, '합니다': 230, '인지': 231, '하지': 232, '지만': 233, '눈': 234, '\"': 235, '인가': 236, '캐릭터': 237, '코미디': 238, '좋다': 239, '모두': 240, '솔직히': 241, '처럼': 242, '대한': 243, 'ㅋㅋㅋㅋ': 244, '뭔가': 245, '대박': 246, '했다': 247, '그래도': 248, '연기력': 249, '이상': 250, '있다': 251, '모습': 252, '전혀': 253, '움': 254, '여운': 255, '굿': 256, '기대': 257, '개봉': 258, '이네': 259, '시리즈': 260, '중간': 261, '공감': 262, '표현': 263, '일본': 264, '계속': 265, '근데': 266, '아주': 267, '자': 268, '부분': 269, '허': 270, '에는': 271, '(': 272, '분': 273, '영상': 274, '이라': 275, ';': 276, '실망': 277, '그런': 278, ')': 279, '제목': 280, '이랑': 281, '하면': 282, '재밌다': 283, 'OO': 284, '가족': 285, '진심': 286, 'ㅎ': 287, '내내': 288, '보지': 289, '작': 290, '-': 291, '많은': 292, '없음': 293, '였다': 294, '뭔': 295, '후': 296, '이제': 297, '기분': 298, '어떻게': 299, '나오는': 300, '건지': 301, '재미있게': 302, '몰입': 303, 'ㅜㅜ': 304, '봐': 305, '했는데': 306, ',,': 307, '봤습니다': 308, '밖에': 309, '재미없다': 310, '아니다': 311, '작가': 312, '4': 313, '감': 314, '공포': 315, '건': 316, '아니라': 317, '아니고': 318, '요즘': 319, '보면서': 320, '이라는': 321, '용': 322, '위': 323, '점도': 324, '않은': 325, '대사': 326, '잼': 327, '긴장감': 328, '아닌': 329, '애니': 330, '스릴러': 331, '하다': 332, '조금': 333, '개인': 334, '극장': 335, '않는': 336, '특히': 337, '삶': 338, '이유': 339, '노래': 340, '욕': 341, '보다가': 342, '0': 343, 'ㅡ': 344, '아까운': 345, '한테': 346, '딱': 347, '노잼': 348, '알바': 349, '좋고': 350, '시작': 351, '나름': 352, '놈': 353, '연': 354, '제대로': 355, '오랜': 356, '이란': 357, '아름다운': 358, '점수': 359, '재밌어요': 360, '차라리': 361, '이지': 362, '시': 363, '.....': 364, '친구': 365, '막장': 366, '에도': 367, '제일': 368, '의미': 369, '당시': 370, '영화로': 371, '보게': 372, '만드는': 373, '극': 374, '명': 375, '보세요': 376, '력': 377, '몇': 378, '해도': 379, '세상': 380, '같이': 381, '있고': 382, '뻔한': 383, '봤어요': 384, '식': 385, '절대': 386, '류': 387, '공포영화': 388, '아직도': 389, '이라고': 390, '싶다': 391, '오': 392, '위해': 393, '♥': 394, '웃음': 395, '봄': 396, '무엇': 397, '보니': 398, '앞': 399, '도대체': 400, '미국': 401, '아무': 402, '우리나라': 403, '너': 404, '7': 405, '나도': 406, '설정': 407, '데': 408, '뭘': 409, '걍': 410, '마다': 411, '좋아하는': 412, '물': 413, '엄청': 414, '어': 415, '5': 416, '주고': 417, '출연': 418, '수작': 419, '초반': 420, '된다': 421, '남': 422, '시나리오': 423, '사실': 424, '좋았다': 425, '보는내내': 426, '한국영': 427, '장난': 428, 'OOO': 429, '준다': 430, '시대': 431, '분위기': 432, '관객': 433, '추억': 434, '남는': 435, '이야': 436, '세': 437, '안되는': 438, '주는': 439, '가지': 440, '지루함': 441, '든': 442, '살': 443, '같아요': 444, '최고다': 445, '좋아요': 446, '졸작': 447, '자신': 448, '결국': 449, '지루하고': 450, '봤던': 451, '이딴': 452, '팬': 453, '반': 454, '준': 455, '소리': 456, '제발': 457, '감정': 458, '인상': 459, '영화관': 460, '접': 461, '정신': 462, '구': 463, '엄마': 464, '오늘': 465, '~~~': 466, '더빙': 467, '엔딩': 468, '주': 469, '이지만': 470, '라면': 471, '니까': 472, '문제': 473, '재밌음': 474, '아무리': 475, '신': 476, '포스터': 477, '될': 478, '코믹': 479, '어떤': 480, '8': 481, '평가': 482, '멋진': 483, '대해': 484, '캐스팅': 485, '그저': 486, '함께': 487, '음': 488, '어릴': 489, '엉': 490, '얼마나': 491, '뒤': 492, '애니메이션': 493, '그렇게': 494, '봐서': 495, '킬링타임': 496, '!!!!': 497, '강추': 498, '배경': 499, '개연': 500, '괜찮은': 501, '했던': 502, '티비': 503, '스릴': 504, '충격': 505, '갈수록': 506, '첨': 507, '전쟁': 508, '아니': 509, '얘기': 510, '몰입도': 511, '이름': 512, '옛날': 513, '질': 514, '맘': 515, '싶은': 516, '큰': 517, '구성': 518, '까': 519, '같은데': 520, '얼굴': 521, '머리': 522, '머': 523, '예술': 524, 'ㅜ': 525, '만화': 526, '건가': 527, '하면서': 528, '조': 529, '울': 530, '보단': 531, '후회': 532, '기도': 533, '영화인': 534, '지루한': 535, '책': 536, '집': 537, '나온': 538, '장르': 539, '않는다': 540, '재밌는': 541, '웃기': 542, '모르겠다': 543, '후반': 544, '이후': 545, '그래서': 546, '간': 547, '9': 548, '매우': 549, '총': 550, '너무나': 551, '집중': 552, '어디': 553, '다큐': 554, '주연': 555, '비': 556, '봐라': 557, '상황': 558, '만들어': 559, '하는데': 560, '+': 561, '역사': 562, '꽤': 563, ',,,': 564, '날': 565, '여기': 566, '원': 567, '아직': 568, '지루하다': 569, '진': 570, '???': 571, '억지': 572, '누구': 573, '재미없음': 574, '글': 575, '짜증': 576, '다운': 577, '그것': 578, '걸작': 579, '존나': 580, '시즌': 581, '소름': 582, '보는데': 583, '언제': 584, '이리': 585, '상': 586, '분들': 587, '씬': 588, '했지만': 589, '먹': 590, '마세요': 591, '어느': 592, '등': 593, 'B': 594, '실화': 595, '약간': 596, '않다': 597, '한마디': 598, '그나마': 599, '인물': 600, '자기': 601, '본다': 602, '아님': 603, '훨씬': 604, '대체': 605, '~!': 606, '예전': 607, '누가': 608, '6': 609, '시절': 610, '방송': 611, '부': 612, '동안': 613, '봤음': 614, '봤지만': 615, '비교': 616, '그대로': 617, '할수': 618, '이었다': 619, '아들': 620, '만점': 621, '휴': 622, '초딩': 623, '비디오': 624, '발연기': 625, '없어': 626, '됨': 627, '보': 628, '없네': 629, '네이버': 630, '판': 631, '사회': 632, '하기': 633, '로맨스': 634, '재밌고': 635, '다음': 636, '꿈': 637, '전체': 638, '아까': 639, '소설': 640, '간만': 641, '감성': 642, '나와서': 643, 'CG': 644, '같음': 645, '없었다': 646, '라도': 647, '혼자': 648, '코': 649, 'ㅉㅉ': 650, '편이': 651, '여배우': 652, '나이': 653, '해야': 654, '나라': 655, '바로': 656, '죠': 657, '였습니다': 658, '여주': 659, ';;;': 660, '성룡': 661, '주제': 662, '보다는': 663, '재': 664, '좋은데': 665, '없어서': 666, '에요': 667, '재미있어요': 668, '굳': 669, '어렸을': 670, '목소리': 671, '삼류': 672, '빨리': 673, '힘': 674, '가는': 675, '하네요': 676, '열': 677, '교훈': 678, '이라도': 679, '년': 680, '당신': 681, '어설픈': 682, '만큼': 683, '죽': 684, '낭비': 685, '순간': 686, '그만': 687, '미친': 688, '장': 689, '안보': 690, '존재': 691, '아쉽다': 692, '쯤': 693, '낸': 694, '재밋': 695, '거의': 696, '질질': 697, '짜리': 698, '몇번': 699, '상당히': 700, '진정한': 701, '좋아': 702, '......': 703, '/': 704, '점주': 705, '잔잔한': 706, '는데': 707, '좀비': 708, '아버지': 709, '있지만': 710, '보여주는': 711, '재미있다': 712, '말고': 713, '맛': 714, '줄거리': 715, '실제': 716, '판타지': 717, '어른': 718, '만하': 719, '쳐': 720, '평론가': 721, '답': 722, '전부': 723, '모': 724, '재밌네요': 725, '각본': 726, '되고': 727, '에선': 728, '라니': 729, '시청률': 730, '히': 731, '바': 732, '소': 733, '발': 734, '상영': 735, '같네요': 736, '그러나': 737, '란': 738, 'ㅎㅎㅎ': 739, '굉장히': 740, '저런': 741, '이번': 742, '난다': 743, '되어': 744, '믿고': 745, '으로도': 746, '피': 747, '버린': 748, '의도': 749, '이하': 750, '가치': 751, '하며': 752, '갑자기': 753, '제작': 754, '사': 755, '극장판': 756, '곳': 757, '딸': 758, '단': 759, '10년': 760, '선': 761, '간다': 762, 'TV': 763, '필요': 764, '중국': 765, '화면': 766, '하네': 767, '세계': 768, '땜': 769, '그런지': 770, '첫': 771, '당': 772, '있어': 773, '그녀': 774, '한편': 775, '어린': 776, '그때': 777, '대로': 778, '볼때': 779, '둘': 780, '밑': 781, '나온다': 782, '항상': 783, '형': 784, '해주는': 785, '에서도': 786, '요소': 787, '있을까': 788, '평': 789, '봤네요': 790, '있는데': 791, '재미있는': 792, '터': 793, '비해': 794, '있어서': 795, '선택': 796, '올': 797, '라서': 798, '복수': 799, '되지': 800, '좋음': 801, '뻔': 802, '좋네요': 803, '막': 804, '흥행': 805, '훌륭한': 806, '슬픈': 807, '성우': 808, '온': 809, '치고': 810, '스타일': 811, '에서는': 812, '참고': 813, '햇': 814, '거기': 815, '여러': 816, '똥': 817, '봐야': 818, '일단': 819, '이냐': 820, '이에요': 821, '없네요': 822, '멜로': 823, '인거': 824, '점점': 825, '모르고': 826, '어디서': 827, '또한': 828, '더럽게': 829, '아빠': 830, '역대': 831, '역': 832, '어이': 833, '였음': 834, '관람': 835, '더욱': 836, '초': 837, 'tv': 838, '새': 839, '상미': 840, 'ㅠㅠㅠ': 841, '거지': 842, '개그': 843, '물론': 844, '수가': 845, '충분히': 846, '사건': 847, 'ㅋㅋㅋㅋㅋ': 848, '낫다': 849, '래': 850, '깊은': 851, '완성': 852, '짓': 853, '진행': 854, '술': 855, '재미없는': 856, '보는게': 857, '군': 858, '병맛': 859, '편집': 860, '에겐': 861, '화이팅': 862, '해준': 863, '했음': 864, '씩': 865, '여서': 866, '엉망': 867, '무': 868, '좋겠다': 869, '잠': 870, '현': 871, '알았는데': 872, '키': 873, '어쩔': 874, '꿀잼': 875, '전형': 876, '프랑스': 877, '아까워': 878, '따뜻한': 879, '새로운': 880, '나오고': 881, '리': 882, '화보': 883, '귀': 884, '~!!': 885, '드': 886, '그게': 887, '미화': 888, '중반': 889, '원래': 890, '있음': 891, '암': 892, '몸': 893, '하는게': 894, '감상': 895, '아닌가': 896, '나옴': 897, '죽음': 898, '관': 899, '그래픽': 900, '대단한': 901, '였어요': 902, '예상': 903, '안된다': 904, '손': 905, '-_-': 906, '배': 907, '새끼': 908, '만에': 909, '있게': 910, 'good': 911, '20': 912, '척': 913, '티': 914, '나올': 915, '학교': 916, '불륜': 917, '취향': 918, '알았다': 919, '댓글': 920, '흥미': 921, '일이': 922, '좋았어요': 923, '액션영화': 924, '재밌는데': 925, '연기자': 926, '예고편': 927, '노력': 928, '가서': 929, '같아': 930, '흥미진진': 931, '헐': 932, '자극': 933, '따': 934, '잘만': 935, '과거': 936, '만이': 937, '한다는': 938, '이라니': 939, '바보': 940, '상상': 941, '화가': 942, '엄청난': 943, '자꾸': 944, '미': 945, 'ㄷㄷ': 946, '괜히': 947, '나쁜': 948, '마무리': 949, '게임': 950, '만으로도': 951, '설명': 952, '무조건': 953, '거리': 954, '천재': 955, '속편': 956, '도저히': 957, '대한민국': 958, '억': 959, '않음': 960, '야할': 961, '전달': 962, '같습니다': 963, '오히려': 964, '예': 965, ':': 966, '결혼': 967, '심리': 968, '그림': 969, '기대하고': 970, '땐': 971, '유치': 972, '보이': 973, '재밌었다': 974, '스타': 975, '이래': 976, '하는지': 977, '흠': 978, 'ost': 979, '아저씨': 980, '타': 981, '억지로': 982, '전편': 983, '♡': 984, '대작': 985, '법': 986, '우연히': 987, '완벽한': 988, '드는': 989, '영환': 990, '젠': 991, '양': 992, '안됨': 993, '표정': 994, '조차': 995, '봤을': 996, '짐': 997, '귀신': 998, '며': 999, '스러운': 1000, '하하': 1001, '맨': 1002, '높은': 1003, '회': 1004, '오빠': 1005, 'SF': 1006, '환상': 1007, '최근': 1008, '되': 1009, '있을': 1010, '느끼게': 1011, '재미없고': 1012, '일까': 1013, '지루': 1014, '타임': 1015, '길': 1016, '다가': 1017, '오래': 1018, '메세지': 1019, '촬영': 1020, '재미있고': 1021, '전설': 1022, '주의': 1023, '노': 1024, '90년': 1025, '산': 1026, '동': 1027, '꺼': 1028, '관계': 1029, '재미없어': 1030, '그닥': 1031, '순': 1032, '경찰': 1033, '무비': 1034, '먼저': 1035, '있었다': 1036, '현재': 1037, '쓴': 1038, '놔': 1039, '공': 1040, '행동': 1041, '입': 1042, '하는거': 1043, '동화': 1044, '했으면': 1045, '소녀': 1046, '마': 1047, '프로그램': 1048, '2시간': 1049, '전작': 1050, '그렇고': 1051, '묘사': 1052, '유머': 1053, '예요': 1054, '100': 1055, '만의': 1056, '짜': 1057, '엇': 1058, '아니면': 1059, '조연': 1060, '관심': 1061, '살다': 1062, 'ㅇ': 1063, '힘든': 1064, '아쉬움': 1065, '영웅': 1066, '통해': 1067, '노출': 1068, '이미': 1069, '비슷한': 1070, '서로': 1071, '망작': 1072, '먹고': 1073, '>': 1074, '따라': 1075, '지루하지': 1076, '볼수': 1077, '아쉬운': 1078, '등장': 1079, '존': 1080, '정': 1081, '다행': 1082, '그런데': 1083, '모르는': 1084, '프로': 1085, '나중': 1086, '살인': 1087, '역할': 1088, '유치하고': 1089, '리메이크': 1090, '으': 1091, '맞는': 1092, '예산': 1093, '바람': 1094, '해요': 1095, '재밌었어요': 1096, '외': 1097, '봣': 1098, '졸라': 1099, '긴': 1100, '되었다': 1101, '마치': 1102, 'D': 1103, '좋았습니다': 1104, '강': 1105, '제작비': 1106, '이며': 1107, '좋았음': 1108, '채널': 1109, '안되고': 1110, '보고싶다': 1111, '유치한': 1112, '화려한': 1113, '효과': 1114, '받아': 1115, '반개': 1116, '보고나서': 1117, '이상한': 1118, '만들': 1119, '80년': 1120, '없을': 1121, '아닐까': 1122, '안나': 1123, '특유': 1124, '가끔': 1125, '.......': 1126, '지루해': 1127, '철학': 1128, '과정': 1129, '좋았고': 1130, '아니지만': 1131, '인정': 1132, '하냐': 1133, '왕': 1134, '깊이': 1135, '감사합니다': 1136, '보시길': 1137, '않았다': 1138, '생': 1139, '보이는': 1140, '미래': 1141, '청춘': 1142, '이런거': 1143, '느낄': 1144, '같아서': 1145, '진부한': 1146, 'cg': 1147, '너무나도': 1148, '낚': 1149, '나왔으면': 1150, '싫다': 1151, '범인': 1152, '희망': 1153, '형님': 1154, '만들지': 1155, '케이블': 1156, '런가': 1157, '아닌데': 1158, '만들었다': 1159, '다만': 1160, '필요없다': 1161, '사이': 1162, '체': 1163, '였는데': 1164, '그리': 1165, '봤으면': 1166, '능력': 1167, '슬프다': 1168, '있나': 1169, 'OST': 1170, '엿': 1171, '께': 1172, '비추': 1173, '왠지': 1174, '차': 1175, '이런게': 1176, '카메라': 1177, '기세': 1178, '스케일': 1179, '군대': 1180, '재미있음': 1181, '메디': 1182, 'ㅅㅂ': 1183, '이면': 1184, '낮은': 1185, '생애': 1186, '계': 1187, '되게': 1188, '재밌어': 1189, '용도': 1190, '지난': 1191, '빼고': 1192, '다소': 1193, '대안': 1194, '상상력': 1195, '독립영화': 1196, '로는': 1197, '고생': 1198, '깊게': 1199, '대단하다': 1200, '나를': 1201, '든다': 1202, '끝나고': 1203, '잘못': 1204, '리얼': 1205, '미소': 1206, '좋았는데': 1207, '얼': 1208, '않게': 1209, '평생': 1210, '없나': 1211, '않아': 1212, '봤었는데': 1213, '자막': 1214, '없지만': 1215, '확실히': 1216, '버렸다': 1217, '필요없는': 1218, '치': 1219, '줌': 1220, '로맨틱': 1221, '진실': 1222, '보고싶은': 1223, '볼수록': 1224, '고민': 1225, '메시지': 1226, '어린이': 1227, '돼': 1228, '시도': 1229, '대의': 1230, '^': 1231, '리뷰': 1232, '결론': 1233, '그래': 1234, '봤다가': 1235, '들어': 1236, '우': 1237, '매': 1238, '멋': 1239, '커플': 1240, '유쾌한': 1241, '나와': 1242, '부족': 1243, '부족한': 1244, '있다는': 1245, '의리': 1246, '마라': 1247, '밤': 1248, '박수': 1249, '드립니다': 1250, '손발': 1251, '보여준': 1252, '스': 1253, '슬픔': 1254, '굳이': 1255, '할까': 1256, '문화': 1257, '사극': 1258, '약': 1259, '여성': 1260, '있다면': 1261, '으로는': 1262, '했을': 1263, '스럽다': 1264, '포장': 1265, '발견': 1266, '남는다': 1267, '광고': 1268, '보시': 1269, '같고': 1270, 'ㅇㅇ': 1271, '짱짱': 1272, '웃김': 1273, '해라': 1274, '아침': 1275, '어이없는': 1276, '흐름': 1277, '과연': 1278, '범죄': 1279, '는걸': 1280, '저렇게': 1281, '한계': 1282, '로서': 1283, '지도': 1284, '괴물': 1285, '봅니다': 1286, '아는': 1287, '감탄': 1288, '<': 1289, '어색한': 1290, '여전히': 1291, '언': 1292, '귀여운': 1293, '수도': 1294, '무서운': 1295, '동생': 1296, '쩐다': 1297, '성인': 1298, '문': 1299, '어찌': 1300, '언니': 1301, '랄': 1302, '용이': 1303, '개판': 1304, '시청자': 1305, '됩니다': 1306, '폭력': 1307, '있네': 1308, '상처': 1309, '아름답고': 1310, '..?': 1311, '별루': 1312, '인기': 1313, '심': 1314, '유': 1315, '자연': 1316, '주기': 1317, '써': 1318, '대충': 1319, '살짝': 1320, '용서': 1321, '귀엽고': 1322, '개도': 1323, '볼거리': 1324, '몸매': 1325, '정서': 1326, '뜻': 1327, '진정': 1328, '순수한': 1329, '사는': 1330, '재밌었는데': 1331, '독특한': 1332, '않나': 1333, '~^^': 1334, '느껴지는': 1335, '방': 1336, '젤': 1337, '나서': 1338, '않을': 1339, '핵': 1340, '홍보': 1341, '성도': 1342, '재밌습니다': 1343, '조폭': 1344, '그럼': 1345, '~~~~': 1346, '보라': 1347, '일상': 1348, '덕분': 1349, '빨': 1350, '아닌듯': 1351, '겁나': 1352, '만들어진': 1353, '있었던': 1354, '재밌었음': 1355, '지는': 1356, '섹스': 1357, '삼': 1358, '연애': 1359, '스럽게': 1360, '시선': 1361, '그럭저럭': 1362, '오락': 1363, '있지': 1364, '힐링': 1365, '있습니다': 1366, '끼리': 1367, '잼있게': 1368, '게이': 1369, '좋아서': 1370, '평범한': 1371, '열심히': 1372, '쓰': 1373, '달': 1374, '30분': 1375, '눈빛': 1376, '표절': 1377, '포기': 1378, '병': 1379, '정말로': 1380, '노답': 1381, '끌': 1382, '죄': 1383, '빛': 1384, '무협': 1385, '아오': 1386, '비극': 1387, '남녀': 1388, '아름답다': 1389, '실감': 1390, '20년': 1391, '어제': 1392, '버리고': 1393, '갈': 1394, '되네요': 1395, '받고': 1396, '춤': 1397, '하루': 1398, '자유': 1399, '등장인물': 1400, '뜬금': 1401, '하세요': 1402, '퀄리티': 1403, '에서의': 1404, '해피엔딩': 1405, '신선한': 1406, '짜증나는': 1407, '들이': 1408, '=': 1409, '우정': 1410, '쓰래': 1411, '없지': 1412, '와는': 1413, '크게': 1414, '낮아서': 1415, '코드': 1416, '국민': 1417, '혹시': 1418, '풀어': 1419, '남편': 1420, '10분': 1421, '재미없네': 1422, '떨어지는': 1423, '먼': 1424, '하니': 1425, '북한': 1426, '정치': 1427, '하자': 1428, 'b': 1429, '보지마': 1430, '(?)': 1431, '보다도': 1432, '반성': 1433, '이기': 1434, '펑펑': 1435, '막판': 1436, '나머지': 1437, '말로': 1438, '웃겨': 1439, '홍콩': 1440, '있어요': 1441, '슬프고': 1442, '마저': 1443, '팔': 1444, '가진': 1445, '보긴': 1446, '좋습니다': 1447, '좋게': 1448, '종교': 1449, '없는데': 1450, '공부': 1451, '쉽게': 1452, '가볍게': 1453, '보아': 1454, '있네요': 1455, '하다가': 1456, '만으로': 1457, '보러': 1458, '자식': 1459, '표': 1460, '이연걸': 1461, '재미있네요': 1462, '뮤지컬': 1463, '지루해서': 1464, '라지': 1465, '아깝지': 1466, '않': 1467, '했습니다': 1468, '했어요': 1469, '악당': 1470, '몰라도': 1471, '만든다': 1472, '만들고': 1473, '악역': 1474, '차이': 1475, '까지는': 1476, '형편': 1477, '많다': 1478, '느와르': 1479, '게다가': 1480, '아픈': 1481, '감명': 1482, '악': 1483, '권': 1484, '가면': 1485, '암튼': 1486, '불가': 1487, '이쁘고': 1488, '벌써': 1489, '으론': 1490, '다큐멘터리': 1491, '서야': 1492, '의문': 1493, '에게는': 1494, '받은': 1495, '그걸': 1496, '입장': 1497, '죽는줄': 1498, '누나': 1499, '행복': 1500, '불구': 1501, '새벽': 1502, '멋지다': 1503, '토': 1504, '하다니': 1505, '대가': 1506, '까진': 1507, '이라서': 1508, '불': 1509, '발전': 1510, '소장': 1511, '희생': 1512, '예쁜': 1513, '디즈니': 1514, '고전': 1515, '좋아하는데': 1516, '높다': 1517, '그다지': 1518, '무시': 1519, '모르게': 1520, '둘다': 1521, '&': 1522, '기본': 1523, '있으면': 1524, '결과': 1525, '제로': 1526, '걸까': 1527, '올해': 1528, '에만': 1529, '그린': 1530, '싸구려': 1531, '하여': 1532, '오는': 1533, '않지만': 1534, '기적': 1535, '비주': 1536, '인가요': 1537, '빼고는': 1538, '드럽게': 1539, '넘치는': 1540, '웃긴': 1541, '따위': 1542, '오버': 1543, '동물': 1544, '뻔하고': 1545, '좀더': 1546, '기술': 1547, '_': 1548, '받아서': 1549, '꼴': 1550, '그렇다고': 1551, '지구': 1552, '본방': 1553, '반복': 1554, '잊혀지지': 1555, '연예인': 1556, '외국': 1557, '긴장': 1558, '흑': 1559, '열정': 1560, '호러': 1561, '아이돌': 1562, 'ㅠㅠㅠㅠ': 1563, '창': 1564, '쩝': 1565, '좋': 1566, '보인다': 1567, '쇼': 1568, '시사회': 1569, '재밌네': 1570, '방식': 1571, '백': 1572, '과는': 1573, '언제나': 1574, '까지도': 1575, '평이': 1576, '선생님': 1577, '러닝': 1578, '아줌마': 1579, '라인': 1580, '싸움': 1581, '이제야': 1582, '실패': 1583, '하려는': 1584, '어머니': 1585, '청소년': 1586, '실력': 1587, '맨날': 1588, '대화': 1589, '되서': 1590, '금': 1591, '나오면': 1592, '쓰고': 1593, '밥': 1594, '글쎄': 1595, '쫌': 1596, '팀': 1597, '보길': 1598, '본인': 1599, '전문가': 1600, '아픔': 1601, '에로': 1602, '늘': 1603, '달라': 1604, '으리': 1605, '짝': 1606, '할말이': 1607, '즈': 1608, '본게': 1609, '무섭지도': 1610, '이니': 1611, '젊은': 1612, '주기도': 1613, '세기': 1614, '많고': 1615, '방금': 1616, '외모': 1617, '갑니다': 1618, '돌려': 1619, '뛰어난': 1620, '필름': 1621, 'ㅋㅋㅋㅋㅋㅋ': 1622, '한국인': 1623, '꽝': 1624, '과의': 1625, '아름다': 1626, '재미있었다': 1627, '찍은': 1628, '죄다': 1629, '조절': 1630, '떠나서': 1631, '1시간': 1632, '분노': 1633, '없어요': 1634, '미드': 1635, '한다고': 1636, '해석': 1637, '헐리우드': 1638, '어휴': 1639, '베스트': 1640, '견자단': 1641, '편의': 1642, '이미지': 1643, '단지': 1644, '누군가': 1645, '가고': 1646, '갈등': 1647, '무섭다': 1648, '왜케': 1649, '좋았던': 1650, '질리': 1651, '진리': 1652, '대표': 1653, '시트콤': 1654, '학생': 1655, '방법': 1656, '짝퉁': 1657, '시각': 1658, '냥': 1659, '이었습니다': 1660, '봐요': 1661, '비판': 1662, '애기': 1663, '재미없어요': 1664, '보지마라': 1665, '하고자': 1666, '존경': 1667, '로만': 1668, '여행': 1669, '재밋다': 1670, '이든': 1671, '극치': 1672, '굿굿': 1673, '성한': 1674, '본다면': 1675, '히어로': 1676, '작은': 1677, '김기덕': 1678, '가는줄': 1679, '유발': 1680, '만족': 1681, '단순한': 1682, '끼': 1683, '내고': 1684, '명품': 1685, '딱히': 1686, '에피소드': 1687, '로봇': 1688, '스스로': 1689, '싶네요': 1690, '그거': 1691, '아쉽네요': 1692, '부모': 1693, '최': 1694, '나오네': 1695, '대부분': 1696, '사랑스러운': 1697, '인해': 1698, '테러': 1699, '조합': 1700, '좋아해서': 1701, '째': 1702, '쵝오': 1703, '쪽': 1704, '19': 1705, '허세': 1706, '푹': 1707, '빠진': 1708, '양심': 1709, '재미있었어요': 1710, '국내': 1711, '가요': 1712, '피해자': 1713, '????': 1714, '주말': 1715, '담': 1716, '심장': 1717, '즐겁게': 1718, '개념': 1719, '은근': 1720, '전개도': 1721, '생각나는': 1722, '자리': 1723, '받는': 1724, '잔잔하고': 1725, '경험': 1726, '기대했는데': 1727, '분명': 1728, '이정': 1729, '모르겠고': 1730, '이자': 1731, '그렇지': 1732, '한데': 1733, '검색': 1734, '좋겠어요': 1735, '개성': 1736, '탄탄한': 1737, '30': 1738, '보았다': 1739, '코난': 1740, '와우': 1741, '망': 1742, '과장': 1743, '따뜻해지는': 1744, '신분': 1745, '크': 1746, '라이': 1747, '했고': 1748, '맥': 1749, '이쁘다': 1750, '연속': 1751, '사기': 1752, '훨': 1753, '신선하고': 1754, '해주세요': 1755, '봤더니': 1756, '개뿔': 1757, '단연': 1758, '편견': 1759, '기자': 1760, '안타깝다': 1761, '헐리웃': 1762, '번째': 1763, '무언가': 1764, '무척': 1765, '미모': 1766, '...?': 1767, '오브': 1768, '딴': 1769, '외계인': 1770, '챙겨': 1771, '의외로': 1772, '캐리': 1773, '두고': 1774, '보고나면': 1775, '생활': 1776, '짜증난다': 1777, '우와': 1778, '희': 1779, '겁니다': 1780, '직접': 1781, '경': 1782, '영어': 1783, '근': 1784, '들었다': 1785, '웃기지도': 1786, '할머니': 1787, '울었다': 1788, '자살': 1789, '얘': 1790, '[': 1791, '싸이코': 1792, '한참': 1793, '끝날': 1794, '나오지': 1795, '형사': 1796, '이여': 1797, '봣는데': 1798, '좋지만': 1799, '옛': 1800, '........': 1801, '없다는': 1802, '도안': 1803, '뒷': 1804, '빠져': 1805, '나쁘지': 1806, '왠만하면': 1807, '레알': 1808, '묘': 1809, '만들어도': 1810, '18': 1811, '명성': 1812, '카': 1813, '어려운': 1814, ',,,,': 1815, '전반': 1816, '초등학생': 1817, '성장': 1818, '보려고': 1819, '으로서': 1820, '고양이': 1821, '흔한': 1822, '먹는': 1823, '마이너스': 1824, '보겠다': 1825, '보며': 1826, '보자': 1827, '더불어': 1828, '의식': 1829, '풍경': 1830, '힘들다': 1831, '하던': 1832, '도전': 1833, '이따위': 1834, '아내': 1835, '마이클': 1836, '멍청한': 1837, '칼': 1838, '싶을': 1839, '확': 1840, '점준': 1841, '쩌': 1842, '달달': 1843, '남주': 1844, '하나로': 1845, '아마': 1846, '개막': 1847, '했는지': 1848, '모르겠지만': 1849, '♥♥': 1850, '재밋어': 1851, '봐야지': 1852, '으로만': 1853, '보았습니다': 1854, '막장드라마': 1855, '짜증나': 1856, '그렇다': 1857, '향': 1858, ']': 1859, '만들기': 1860, '쉬': 1861, '?!': 1862, '아아': 1863, '영혼': 1864, '아깝고': 1865, '주변': 1866, '야동': 1867, '신고': 1868, '않을까': 1869, '하는건': 1870, '이보': 1871, '카리스마': 1872, '무지': 1873, '악마': 1874, '가수': 1875, '튼': 1876, '스럽지': 1877, '본거': 1878, '변화': 1879, '봤': 1880, '러브': 1881, '않네요': 1882, '왠': 1883, '비현실적': 1884, '감히': 1885, '멋있다': 1886, '정의': 1887, '더러운': 1888, '주성치': 1889, '지루했다': 1890, '되면': 1891, '로써': 1892, '버림': 1893, '학년': 1894, '응원': 1895, '스트레스': 1896, '지루하게': 1897, '없': 1898, '답답하고': 1899, '레전드': 1900, 'x': 1901, '야하는': 1902, '그려': 1903, '사수': 1904, '맞지': 1905, '이도': 1906, '겨우': 1907, '기만': 1908, '듣고': 1909, '빼면': 1910, '완전히': 1911, '연결': 1912, '행복한': 1913, '옆': 1914, '끝나는': 1915, '에나': 1916, '유쾌하고': 1917, '12': 1918, '면서': 1919, '기준': 1920, '남아': 1921, '빈': 1922, '처': 1923, '잼있어요': 1924, 'ㅋㅋㅋㅋㅋㅋㅋ': 1925, '시키는': 1926, '잠깐': 1927, '쓰는': 1928, '베': 1929, '없습니다': 1930, '상업': 1931, '내면': 1932, '투자': 1933, '좋았지만': 1934, '홍콩영화': 1935, '하려고': 1936, '설마': 1937, '다시는': 1938, '롭고': 1939, '넘게': 1940, '좋았으나': 1941, '모르겠음': 1942, '각': 1943, '시청': 1944, '신경': 1945, '형제': 1946, '관점': 1947, '만해': 1948, '포르노': 1949, '덜': 1950, '하길래': 1951, '십': 1952, '세월': 1953, 'M': 1954, '으로써': 1955, '하기엔': 1956, '되는데': 1957, '느끼는': 1958, '니깐': 1959, '칠': 1960, '세번': 1961, '없게': 1962, '김': 1963, 'C': 1964, '있었지만': 1965, '특수': 1966, '이상은': 1967, '성격': 1968, '없었던': 1969, '어린시절': 1970, '착한': 1971, '포인트': 1972, '등등': 1973, '편도': 1974, '잔인한': 1975, '참으로': 1976, ',.': 1977, '겨': 1978, '위대한': 1979, '느껴진다': 1980, '답답한': 1981, '욕망': 1982, '예쁘고': 1983, '압권': 1984, '따로': 1985, '21': 1986, '얼마': 1987, '했다는': 1988, '위로': 1989, '야한다': 1990, '투': 1991, '즐거운': 1992, '한다면': 1993, '전쟁영화': 1994, '기회': 1995, '교육': 1996, '받을': 1997, '가본': 1998, '우려': 1999, '로그인': 2000, '보네': 2001, '잊지': 2002, '인들': 2003, '국가': 2004, '정체': 2005, '고통': 2006, '운명': 2007, '007': 2008, '유치하다': 2009, '동시': 2010, '젠장': 2011, '크리스마스': 2012, '리즈': 2013, '싶은데': 2014, '우주': 2015, '만큼은': 2016, '색감': 2017, '잔': 2018, '알수': 2019, '방영': 2020, '효': 2021, '지루할': 2022, '예능': 2023, '시킨': 2024, '아예': 2025, '빼곤': 2026, '씀': 2027, 'ㄱ': 2028, '똑같은': 2029, '변태': 2030, '조작': 2031, '적임': 2032, '높아': 2033, '일품': 2034, '갑': 2035, '했나': 2036, '듬': 2037, 'ㅅ': 2038, '생각나서': 2039, '이어서': 2040, '해야지': 2041, '최강': 2042, '루': 2043, '이용': 2044, '넌': 2045, '케': 2046, '들고': 2047, '죽는': 2048, '다룬': 2049, '바다': 2050, '에로영화': 2051, '봤네': 2052, '틈': 2053, '채': 2054, '확인': 2055, 'the': 2056, '수고': 2057, '서는': 2058, '흥미로운': 2059, '갔다': 2060, '몇몇': 2061, '목': 2062, '초등학교': 2063, '괜찮은데': 2064, '사진': 2065, '안습': 2066, '배역': 2067, '무술': 2068, '흑인': 2069, '그럴': 2070, '살면서': 2071, '선물': 2072, '설득': 2073, '전에': 2074, '냄새': 2075, '캐': 2076, '부모님': 2077, '재밌다고': 2078, '갓': 2079, '보던': 2080, '정신병': 2081, 'DVD': 2082, '풍자': 2083, '린': 2084, '내생': 2085, '망한': 2086, '워': 2087, '이었음': 2088, '감안': 2089, '했으나': 2090, '깨': 2091, '공포물': 2092, '결정': 2093, '데리': 2094, '만들다니': 2095, '좋을': 2096, '봤을까': 2097, '이래서': 2098, '영원히': 2099, '그건': 2100, '미가': 2101, '어울리는': 2102, '공짜': 2103, '관련': 2104, '옷': 2105, '잼있다': 2106, '봤는데도': 2107, '최초': 2108, '떨어진다': 2109, '근래': 2110, '끔': 2111, '탓': 2112, '놓고': 2113, '감흥': 2114, '만남': 2115, '대본': 2116, '이쁜': 2117, '시점': 2118, '있었는데': 2119, '꼬마': 2120, '갠': 2121, '지나치게': 2122, '바랍니다': 2123, '낮지': 2124, '거짓말': 2125, '오랫': 2126, '보여준다': 2127, '녀': 2128, '재미없게': 2129, '케릭': 2130, 'ㄷㄷㄷ': 2131, '아래': 2132, ';;;;': 2133, '용기': 2134, '덕': 2135, '진부하고': 2136, '해결': 2137, '비밀': 2138, '깜짝': 2139, '패': 2140, '의심': 2141, '부부': 2142, '하긴': 2143, '드림': 2144, '보통': 2145, '영국': 2146, '거나': 2147, '파': 2148, '재미있습니다': 2149, '단어': 2150, '여러가지': 2151, '잇는': 2152, '첫사랑': 2153, '영화계': 2154, '박': 2155, '낮다': 2156, '색다른': 2157, '5분': 2158, '껏': 2159, '치는': 2160, '대중': 2161, '성은': 2162, '많아서': 2163, '부족하다': 2164, '톰': 2165, '자주': 2166, '아동': 2167, '았': 2168, '셈': 2169, '심하게': 2170, '번은': 2171, '스런': 2172, '가득': 2173, '달리': 2174, '같': 2175, '만을': 2176, '본적': 2177, '스크린': 2178, '전율': 2179, '하겠다': 2180, '여러분': 2181, 'ㅉㅉㅉ': 2182, '땅': 2183, 'ㅠㅜ': 2184, '명화': 2185, '버리는': 2186, '찾아': 2187, '던데': 2188, '하지마라': 2189, '상태': 2190, '빵점': 2191, '디': 2192, '물이': 2193, '트': 2194, '있구나': 2195, 'X': 2196, '깨닫게': 2197, '중요한': 2198, '둘째': 2199, '아닙니다': 2200, '있는지': 2201, '연인': 2202, '만은': 2203, '않아서': 2204, '감각': 2205, '만들면': 2206, '갖고': 2207, '훈훈한': 2208, '하는것': 2209, '브루스': 2210, '할듯': 2211, '한심한': 2212, '와의': 2213, '됐다': 2214, '알겠는데': 2215, '신의': 2216, '안타까운': 2217, '두번째': 2218, '소년': 2219, '높게': 2220, '가족영화': 2221, '아역': 2222, '유명한': 2223, '탄생': 2224, '짜증나서': 2225, '떨어지고': 2226, '이쁨': 2227, '많은데': 2228, '재밌': 2229, '잔뜩': 2230, '골': 2231, '심지어': 2232, '낮게': 2233, '매니아': 2234, '줍니다': 2235, '선동': 2236, '목적': 2237, '야한': 2238, '줘': 2239, '15': 2240, '훌륭하다': 2241, '잼나게': 2242, '기법': 2243, '야구': 2244, '기를': 2245, '쥐': 2246, '삭제': 2247, '만들었는지': 2248, '사상': 2249, '하나같이': 2250, '명의': 2251, '작위': 2252, '폐지': 2253, '결코': 2254, '장가': 2255, '통': 2256, '려고': 2257, '빵빵': 2258, '20분': 2259, '점줌': 2260, '소소한': 2261, '이따': 2262, '철': 2263, '잊을': 2264, 'A': 2265, 'sf': 2266, '풍': 2267, '짜임새': 2268, '였던': 2269, '마시길': 2270, '한숨': 2271, '집착': 2272, '이상하게': 2273, '빌려': 2274, '애가': 2275, '시기': 2276, '탑': 2277, '할아버지': 2278, '이런건': 2279, '70년': 2280, '제외': 2281, '패러디': 2282, '느낀': 2283, '종영': 2284, '배우도': 2285, '재밌던데': 2286, '본듯': 2287, '말고는': 2288, '낮네': 2289, '좋겠네요': 2290, '났다': 2291, '기독교': 2292, '감정이입': 2293, '11': 2294, '메': 2295, '낫': 2296, '뭐라': 2297, '후속작': 2298, '했을까': 2299, '따뜻하고': 2300, '열연': 2301, '아쉽지만': 2302, '어설프고': 2303, '아까웠다': 2304, '뇌': 2305, '목숨': 2306, '마리': 2307, '느꼈다': 2308, '같지': 2309, '곡': 2310, '금보': 2311, '값': 2312, '..;;': 2313, '아무런': 2314, '많은걸': 2315, '읽어': 2316, '죽여': 2317, '다양한': 2318, '죽은': 2319, '욕심': 2320, '틱': 2321, '무서움': 2322, '오래전': 2323, '보구': 2324, '봤다면': 2325, '본건데': 2326, '재난영화': 2327, '보여': 2328, '본지': 2329, 'ㅎㅎㅎㅎ': 2330, '식상한': 2331, '타고': 2332, '무료': 2333, '어쩜': 2334, '중독': 2335, '있': 2336, '보여주고': 2337, '하늘': 2338, '시켜': 2339, '그만큼': 2340, '신파': 2341, '포스': 2342, '거부': 2343, '기는': 2344, '아이디어': 2345, '아까울': 2346, '정작': 2347, '한개': 2348, '무섭고': 2349, '느낄수': 2350, '승리': 2351, '유치함': 2352, '없었음': 2353, '대놓고': 2354, '했네': 2355, '맞아': 2356, '모험': 2357, '모양': 2358, '밋': 2359, '짜증남': 2360, '틀': 2361, '아깝네': 2362, '혹은': 2363, '잼있음': 2364, '필요한': 2365, '볼려고': 2366, '호': 2367, '있던': 2368, '웃고': 2369, '팔이': 2370, '태어나서': 2371, '이었어요': 2372, '없으면': 2373, '이만': 2374, ':)': 2375, '라이언': 2376, '구나': 2377, '울컥': 2378, '블록버스터': 2379, '담배': 2380, '아기': 2381, '찾기': 2382, '귀여워': 2383, '볼수있는': 2384, '마이': 2385, '없다고': 2386, '사고': 2387, '추리': 2388, '버전': 2389, '이상하고': 2390, '오래된': 2391, '배우는': 2392, '!!!!!': 2393, '낚였다': 2394, '주제가': 2395, '보신': 2396, '지나도': 2397, '성하고': 2398, '가정': 2399, '탈': 2400, '재밌어서': 2401, '재미없었다': 2402, '천': 2403, 'ㅁ': 2404, '구리': 2405, '장국영': 2406, '수많은': 2407, '같지만': 2408, '소중한': 2409, '였지만': 2410, '아니야': 2411, '여름': 2412, '이긴': 2413, '져': 2414, '재능': 2415, '싶어요': 2416, '어색하고': 2417, '강한': 2418, '여태': 2419, '높아서': 2420, '싶지': 2421, '호구': 2422, '클레멘타인': 2423, 'I': 2424, '적이네요': 2425, '배경음악': 2426, '탄': 2427, '이었던': 2428, '재미없어서': 2429, '하아': 2430, '맞고': 2431, '요리': 2432, '당연히': 2433, '.^^': 2434, '린다': 2435, '조카': 2436, '최대': 2437, '케빈': 2438, '자고': 2439, '길게': 2440, '하시는': 2441, '성공': 2442, '..^^': 2443, '지경': 2444, '색': 2445, '낚시': 2446, '로코': 2447, '남네요': 2448, '아프다': 2449, '할말': 2450, 'ㅋㅋㅋㅋㅋㅋㅋㅋ': 2451, '아니라고': 2452, '보다니': 2453, '졸': 2454, '유일하게': 2455, '잡': 2456, '틴': 2457, '보이지': 2458, '뭥미': 2459, '절정': 2460, '가능한': 2461, '참나': 2462, '같네': 2463, '깍': 2464, '있어야': 2465, '억지스러운': 2466, '흥': 2467, '로버트': 2468, '공간': 2469, '나왔다': 2470, '저리': 2471, '대통령': 2472, '사투리': 2473, '플롯': 2474, '앞뒤': 2475, '다섯': 2476, '터미네이터': 2477, '파괴': 2478, '고등학교': 2479, '매일': 2480, '했다고': 2481, '해준다': 2482, '빵': 2483, '치곤': 2484, '했네요': 2485, '아냐': 2486, '대신': 2487, '없냐': 2488, '재밋음': 2489, '들은': 2490, '짧은': 2491, '졸리': 2492, '만약': 2493, '괜찮음': 2494, '따름': 2495, '돼지': 2496, '없나요': 2497, '바탕': 2498, '일본인': 2499, '어처구니': 2500, '~!!!': 2501, '임팩트': 2502, '인지도': 2503, '교과서': 2504, '습': 2505, '부터가': 2506, '먼가': 2507, '제이슨': 2508, '조니뎁': 2509, '적어도': 2510, '안감': 2511, '된거': 2512, '모를': 2513, '중심': 2514, '어쩌': 2515, '조화': 2516, '꼬': 2517, '이소룡': 2518, '쓸': 2519, '배트맨': 2520, '이어': 2521, '잤다': 2522, '유덕화': 2523, '링': 2524, '왔다': 2525, '발상': 2526, '또다른': 2527, '웃': 2528, '적당히': 2529, '과학': 2530, '심형래': 2531, '절': 2532, '잡고': 2533, '뱀파이어': 2534, '착각': 2535, '그립다': 2536, '화의': 2537, '사운드': 2538, '숨겨진': 2539, '너무도': 2540, '일부러': 2541, '중학교': 2542, '귀엽다': 2543, '쿡': 2544, '있냐': 2545, '하품': 2546, '남은': 2547, '마냥': 2548, '탈출': 2549, '있다니': 2550, '캬': 2551, '잠시': 2552, '나은': 2553, '아니지': 2554, '논': 2555, '이군': 2556, '예쁘다': 2557, '돋보이는': 2558, '.........': 2559, '그야말로': 2560, '없는게': 2561, '불쌍하다': 2562, '단순히': 2563, '걱정': 2564, '하도': 2565, '알았음': 2566, '에게도': 2567, '울면': 2568, '레': 2569, '디워': 2570, '인터넷': 2571, '베리': 2572, '봤지': 2573, '반대': 2574, '모르겠네요': 2575, '숨': 2576, '좋아할': 2577, '가득한': 2578, '토록': 2579, '몰랐다': 2580, '아름답게': 2581, '같았다': 2582, '상실': 2583, '와서': 2584, '♥♥♥': 2585, '참신한': 2586, '이뻐서': 2587, '센스': 2588, '영화제': 2589, '동성애': 2590, '여친': 2591, '나고': 2592, '놀랍다': 2593, '만드': 2594, '베드': 2595, '있다고': 2596, '13': 2597, '도에': 2598, '보는듯': 2599, '현대': 2600, '끌어': 2601, '남겨': 2602, '앤': 2603, '나네요': 2604, '정이': 2605, '고딩': 2606, '해리포터': 2607, '메이드': 2608, '주지': 2609, 'ㄴ': 2610, '짜증나고': 2611, 'ㅈ': 2612, '@': 2613, '떠나': 2614, '30년': 2615, '쓸데없이': 2616, 'dvd': 2617, '그동안': 2618, '도움': 2619, '가벼운': 2620, '부작': 2621, '실수': 2622, '겉': 2623, '컨셉': 2624, '우뢰매': 2625, '보소': 2626, 'ㄷ': 2627, '버려': 2628, '능': 2629, '재미나': 2630, '재밌다는': 2631, '않은데': 2632, '웃으면서': 2633, '단순': 2634, '인내심': 2635, '보았는데': 2636, '떨어짐': 2637, '유일한': 2638, '제니퍼': 2639, '던': 2640, '인형': 2641, 'ㅣ': 2642, '음식': 2643, '어디가': 2644, '연극': 2645, '나가는': 2646, '아깝네요': 2647, '이었는데': 2648, '응': 2649, '레이': 2650, '꽃': 2651, '손색': 2652, '될듯': 2653, '무서워': 2654, '멋지고': 2655, '난리': 2656, '에다': 2657, '할만': 2658, 'ㅉ': 2659, '좋다고': 2660, '선정': 2661, '보셈': 2662, '인도': 2663, '무기': 2664, '다신': 2665, '끼워': 2666, '않았지만': 2667, '불쌍한': 2668, '거장': 2669, '궁금하다': 2670, '나오는데': 2671, '//': 2672, '류작': 2673, '말투': 2674, '치고는': 2675, '천국': 2676, '상어': 2677, '여자애': 2678, '끝난': 2679, '의사': 2680, '싶어': 2681, '성의': 2682, '재미없': 2683, '살린': 2684, '다리': 2685, '이전': 2686, '웬': 2687, '찍고': 2688, '신은': 2689, '당황': 2690, '잭': 2691, '폴': 2692, '특별한': 2693, '준비': 2694, '평균': 2695, '애초': 2696, '주윤발': 2697, '네티즌': 2698, '허허': 2699, '해주고': 2700, '슴': 2701, '분량': 2702, '야함': 2703, '살인마': 2704, '--': 2705, '리얼리티': 2706, '여자친구': 2707, '단체': 2708, '괜찮았다': 2709, '제임스': 2710, '대결': 2711, '논리': 2712, '재미없다고': 2713, '박진': 2714, '다르게': 2715, '폭발': 2716, '의상': 2717, '만화책': 2718, '괜찮고': 2719, '무대': 2720, '아까워서': 2721, '계기': 2722, '운': 2723, '반드시': 2724, '임창정': 2725, '괜찮다': 2726, '하지원': 2727, '하이': 2728, '박중훈': 2729, '감사': 2730, '했더니': 2731, '호기심': 2732, '하던데': 2733, '에이': 2734, '수입': 2735, '좋지': 2736, '100%': 2737, '생각난다': 2738, '궁금해서': 2739, '발음': 2740, '판단': 2741, '아무튼': 2742, '40': 2743, '블랙': 2744, '괜찮았는데': 2745, '잖아': 2746, '들어서': 2747, '따듯': 2748, '론': 2749, '홍상수': 2750, '유럽': 2751, '기존': 2752, '포': 2753, '컴퓨터': 2754, '보는거': 2755, '의지': 2756, '화란': 2757, '죽고': 2758, '어거지': 2759, '어색': 2760, '혐오': 2761, '겨울': 2762, '2014년': 2763, '하정우': 2764, '빨갱이': 2765, '무난': 2766, '살아가는': 2767, '션': 2768, '영화감독': 2769, '키드': 2770, '되나': 2771, '명대사': 2772, '김치': 2773, '보임': 2774, '겁': 2775, '첨부': 2776, '과도': 2777, '민폐': 2778, '여인': 2779, '스럽고': 2780, '갔는데': 2781, '만들었을까': 2782, '흐르는': 2783, '각색': 2784, '인류': 2785, '키스': 2786, '배신': 2787, '자동차': 2788, '차원': 2789, '보네요': 2790, '도무지': 2791, '..........': 2792, '남성': 2793, '아깝': 2794, '강렬한': 2795, 'ㅏ': 2796, '루즈': 2797, '읽고': 2798, '출신': 2799, '낮아': 2800, '무게': 2801, '체적': 2802, '정보': 2803, '끝내': 2804, '압도': 2805, '진수': 2806, '듭니': 2807, '나레이션': 2808, '불편한': 2809, '손가락': 2810, '적은': 2811, '잔잔하게': 2812, '친': 2813, '니콜': 2814, '필': 2815, '등록': 2816, '아놀드': 2817, '비중': 2818, '많아': 2819, '지겹다': 2820, '전투': 2821, '마음속': 2822, '및': 2823, '개콘': 2824, '일반': 2825, '시키지': 2826, '극복': 2827, '영향': 2828, '개그맨': 2829, '하러': 2830, '이니까': 2831, '에다가': 2832, '황당한': 2833, '동영상': 2834, '환경': 2835, '스포': 2836, '대사도': 2837, '뭐임': 2838, '신인': 2839, '길이': 2840, '할수가': 2841, '했다면': 2842, '영원한': 2843, '죽이는': 2844, '때려': 2845, '데뷔': 2846, '화일': 2847, '빠른': 2848, '드디어': 2849, '였고': 2850, '옴': 2851, '러시아': 2852, '쓸데없는': 2853, '동심': 2854, '만도': 2855, '생긴': 2856, 'ㅋㅋㅋㅋㅋㅋㅋㅋㅋ': 2857, '?...': 2858, '요새': 2859, '웰': 2860, '누군지': 2861, '찬': 2862, '피해': 2863, '이병헌': 2864, '범죄자': 2865, '이를': 2866, '축구': 2867, '끝나': 2868, '.,': 2869, '별하나': 2870, '다세포': 2871, '어렵다': 2872, '좋을듯': 2873, '극단': 2874, '단점': 2875, '울리는': 2876, '최소한': 2877, '윌리스': 2878, '내일': 2879, '만들어서': 2880, '리지': 2881, '게스트': 2882, '스티븐': 2883, '역사상': 2884, '어쩌면': 2885, '열자': 2886, '재미있었음': 2887, '거품': 2888, '고뇌': 2889, '마약': 2890, '황당': 2891, '최고봉': 2892, '할거': 2893, '탄탄하고': 2894, '않아요': 2895, '적절한': 2896, '알겠다': 2897, '부정': 2898, '재미있는데': 2899, '듣기': 2900, '컷': 2901, '할리우드': 2902, '몽환': 2903, '아치': 2904, '강력': 2905, '추': 2906, '찾아서': 2907, '빛나는': 2908, '와도': 2909, '한국판': 2910, '하고는': 2911, '죽어': 2912, '성적': 2913, '곧': 2914, '했어': 2915, '코메디': 2916, '그렇지만': 2917, '무한': 2918, '흡입': 2919, 'ㅄ': 2920, '놀라운': 2921, 'of': 2922, '사용': 2923, '싸우는': 2924, '때매': 2925, '인게': 2926, '평소': 2927, '좋았을': 2928, '찾는': 2929, '왜곡': 2930, '담아': 2931, '오프닝': 2932, '실험': 2933, '잇': 2934, '파리': 2935, '경우': 2936, '즐겨': 2937, '염': 2938, 'd': 2939, '온다': 2940, '정우성': 2941, '소중함을': 2942, 'a': 2943, '도데': 2944, '않았던': 2945, '만들어라': 2946, '게뭐': 2947, '..!': 2948, '절망': 2949, '송강호': 2950, '보고있어요': 2951, '빠져서': 2952, '샘': 2953, '끝나서': 2954, '봤고': 2955, '재미있었습니다': 2956, '깡패': 2957, '리가': 2958, '나오네요': 2959, '널': 2960, '좋아하지만': 2961, '왔습니다': 2962, '버튼': 2963, '진지하게': 2964, '중년': 2965, '필요없음': 2966, '다르다': 2967, '명복': 2968, '쩔어': 2969, '콩': 2970, '무리': 2971, '놀랐다': 2972, '공룡': 2973, '최소': 2974, '전하': 2975, '담긴': 2976, '쉽지': 2977, '슈퍼': 2978, '알았네': 2979, '글자': 2980, '뻔했다': 2981, '이해도': 2982, '장점': 2983, '향수': 2984, '힘들': 2985, '먹은': 2986, '라스트': 2987, '깨알': 2988, '흉내': 2989, '여신': 2990, '역량': 2991, '왔는데': 2992, '감도': 2993, '치유': 2994, '괜찮게': 2995, '`': 2996, '졸업': 2997, '범': 2998, '나간': 2999, '아닌것': 3000, 'Good': 3001, '하길': 3002, '배급사': 3003, '군인': 3004, '만화영화': 3005, '킬링': 3006, '서부': 3007, '판이': 3008, '폭풍': 3009, '이구나': 3010, '하자는': 3011, '잊을수': 3012, '왤케': 3013, '매미': 3014, '우선': 3015, '왠만한': 3016, '부인': 3017, '밖': 3018, '담은': 3019, '겉멋': 3020, '독일': 3021, '할지': 3022, '버': 3023, '1년': 3024, 'ㅎㄷㄷ': 3025, '멋있는': 3026, '완벽': 3027, '우연': 3028, '볼거': 3029, '유치해서': 3030, '드니': 3031, 'T': 3032, '미스': 3033, '풋풋한': 3034, '잉': 3035, '느껴': 3036, '씹': 3037, '에서만': 3038, '바닥': 3039, '보고있는데': 3040, '라기': 3041, '액션씬': 3042, '앙': 3043, '거지같은': 3044, '파격': 3045, '나루토': 3046, '극적': 3047, '정부': 3048, '커': 3049, '영화사': 3050, '화장실': 3051, '방해': 3052, '봤는지': 3053, '선생': 3054, '뭐라고': 3055, '지옥': 3056, '하기도': 3057, '내게': 3058, '보느니': 3059, '류승범': 3060, '재미있어': 3061, '보고싶은데': 3062, '상대': 3063, '진지한': 3064, '캐릭': 3065, '케이': 3066, '했었는데': 3067, '절대로': 3068, '멍': 3069, '멋있고': 3070, '유지': 3071, '알려': 3072, '절로': 3073, '낮네요': 3074, '아만다': 3075, '향연': 3076, '중딩': 3077, '한순간': 3078, '직업': 3079, '모르지만': 3080, '서도': 3081, '도시': 3082, '돋는': 3083, '처리': 3084, '거짓': 3085, '정상': 3086, '든지': 3087, '존스': 3088, '미도': 3089, '싶어서': 3090, '만들었나': 3091, '생명': 3092, '중국영화': 3093, '단편': 3094, '어이없다': 3095, '한가지': 3096, '부족함': 3097, '귀여워요': 3098, '언젠가': 3099, '1회': 3100, '아프고': 3101, '서울': 3102, '아오이': 3103, '없던': 3104, '에가': 3105, '위트': 3106, '분장': 3107, '가히': 3108, '쭉': 3109, '미녀': 3110, '비호감': 3111, 'you': 3112, '동네': 3113, '녀석': 3114, '그대': 3115, '에서나': 3116, '뜬금없이': 3117, '본것': 3118, '하나님': 3119, '2년': 3120, '맡은': 3121, '해보게': 3122, '만큼이나': 3123, '년전': 3124, '유쾌하게': 3125, '좋았을텐데': 3126, '산만하고': 3127, '도중': 3128, '안해': 3129, '했': 3130, '넘어': 3131, '대에': 3132, '아쉬워요': 3133, '하는듯': 3134, '매번': 3135, '부로': 3136, '했지': 3137, '똑같이': 3138, '별거': 3139, '놀이': 3140, '뒤죽박죽': 3141, '찬양': 3142, '속지': 3143, '무거운': 3144, '됐는데': 3145, '노인': 3146, '이구만': 3147, '괜찮았음': 3148, '아쉽': 3149, '절제': 3150, '봤나': 3151, '땀': 3152, '하라': 3153, '비행기': 3154, 'ㅜㅠ': 3155, '부활': 3156, '울었어요': 3157, '인듯': 3158, '낭만': 3159, '인걸': 3160, '하려': 3161, '교회': 3162, '추합니다': 3163, '광구': 3164, '좋겠습니다': 3165, '엄청나게': 3166, '소화': 3167, '정리': 3168, '배꼽': 3169, '신하균': 3170, '있었으면': 3171, '높지': 3172, '소통': 3173, '한심하다': 3174, '무재': 3175, '재난': 3176, '멋짐': 3177, '순수하고': 3178, '명불허전': 3179, '순위': 3180, '만세': 3181, '강동원': 3182, '알파': 3183, '되었습니다': 3184, '좋네': 3185, '느끼고': 3186, '오글거리는': 3187, '원숭이': 3188, '허무한': 3189, '본질': 3190, '줘도': 3191, '드문': 3192, '무간도': 3193, '권력': 3194, '가능성': 3195, '잊고': 3196, '식이': 3197, '갖다': 3198, '답답하다': 3199, 'EBS': 3200, '이안': 3201, '이별': 3202, '짜증나게': 3203, '괜찮네요': 3204, '지나': 3205, '일듯': 3206, '들게': 3207, '년도': 3208, '예측': 3209, '나을듯': 3210, '세대': 3211, '있었고': 3212, '★': 3213, '쓰지': 3214, '많네': 3215, '공유': 3216, '의외': 3217, '일지': 3218, '전성기': 3219, '잔인함': 3220, '회사': 3221, '고증': 3222, '쟁이': 3223, '대부': 3224, '각자': 3225, '강간': 3226, '쌍': 3227, '다해': 3228, '어이없음': 3229, '중학생': 3230, '받았다': 3231, '된다는': 3232, '칭찬': 3233, '박보영': 3234, '빠': 3235, '짬뽕': 3236, '변신': 3237, '백인': 3238, '보고싶어요': 3239, '랑은': 3240, '오글오글': 3241, '1등': 3242, '구만': 3243, '잊지못': 3244, '추가': 3245, '명연기': 3246, '소개': 3247, '2000년': 3248, '말씀': 3249, '솔': 3250, '수록': 3251, '낮은지': 3252, '형식': 3253, '모른다': 3254, '멋져요': 3255, '제작자': 3256, '싶었다': 3257, '무어': 3258, '닥': 3259, '몰라': 3260, '비록': 3261, '석': 3262, '믿음': 3263, '어떻': 3264, '부탁': 3265, 'ㅈㄴ': 3266, '망친': 3267, '다는': 3268, '역겨운': 3269, '찌질': 3270, '모로': 3271, '90분': 3272, '문득': 3273, '50': 3274, '~~^^': 3275, '보나': 3276, '15년': 3277, '만든거': 3278, '기획': 3279, '진한': 3280, '치노': 3281, '부는': 3282, '연습': 3283, '광기': 3284, '준것': 3285, '낼': 3286, '빕니다': 3287, '아무나': 3288, '난무': 3289, '커버': 3290, '나음': 3291, '과대': 3292, '엽기': 3293, '밀': 3294, '선사': 3295, '두운': 3296, '되었는데': 3297, '피아노': 3298, '타란티노': 3299, '쯧쯧': 3300, '이상해': 3301, '로움': 3302, '기대하지': 3303, '일주일': 3304, '모르겠네': 3305, '이기도': 3306, '부산': 3307, '장애인': 3308, '어울리지': 3309, '고인': 3310, '본능': 3311, '줄수': 3312, '아마추어': 3313, '블랙코미디': 3314, '가나': 3315, '흔': 3316, '뎅': 3317, '합': 3318, '웃겨서': 3319, '가야': 3320, '놀란': 3321, '속이': 3322, '워낙': 3323, '섬세한': 3324, '권상우': 3325, '나무': 3326, '보았던': 3327, '베일': 3328, '한지': 3329, '없는듯': 3330, '스타워즈': 3331, '어설프다': 3332, '잃은': 3333, '선수': 3334, '국어': 3335, '디카프리오': 3336, '스파이더맨': 3337, '보는것': 3338, '스필버그': 3339, '시종일관': 3340, '미학': 3341, '하지도': 3342, '하면서도': 3343, '반응': 3344, '징': 3345, '줬다': 3346, '까지만': 3347, '만들수': 3348, '최후': 3349, '보고나니': 3350, '멜로영화': 3351, '구로': 3352, '싶습니다': 3353, '아니잖아': 3354, '?..': 3355, '답답': 3356, '상이': 3357, '고문': 3358, '아누': 3359, '국': 3360, '조선': 3361, '아닌가요': 3362, '낮': 3363, '호불호': 3364, '상식': 3365, '디테일': 3366, '찍는': 3367, '출연자': 3368, '유치해': 3369, '싸': 3370, '즐거움': 3371, '애정': 3372, '도둑': 3373, '티나': 3374, '사랑스럽고': 3375, '아이유': 3376, '닥치고': 3377, '늦게': 3378, '미스터리': 3379, '싫어': 3380, '나게': 3381, '낫겠다': 3382, '재밌었던': 3383, '않습니다': 3384, '필요한가': 3385, '떡': 3386, '역겹다': 3387, '너희': 3388, '리암': 3389, '커서': 3390, '하시길': 3391, '재미있었는데': 3392, '풀': 3393, '재미없네요': 3394, '설': 3395, '유아': 3396, '멋지게': 3397, '가까운': 3398, '반영': 3399, '뎀': 3400, '구분': 3401, '오로지': 3402, '느껴졌다': 3403, '살이': 3404, '부터는': 3405, '남자배우': 3406, '혁명': 3407, '민족': 3408, '맞음': 3409, '찬사': 3410, '냈다': 3411, '레옹': 3412, '슈퍼맨': 3413, '심사': 3414, '아니었다': 3415, '주세요': 3416, '웃었다': 3417, '페이크': 3418, '연관': 3419, '잼있네요': 3420, '아닌거': 3421, '클': 3422, '좋으나': 3423, '본격': 3424, '외국인': 3425, '빠지게': 3426, '개는': 3427, '산다': 3428, '케미': 3429, '특집': 3430, '명장': 3431, '우린': 3432, '뭐랄까': 3433, '돋는다': 3434, '가라': 3435, '데이빗': 3436, '감은': 3437, '국산': 3438, '간지': 3439, '순수': 3440, '맞나': 3441, '할수있는': 3442, '살려': 3443, '행복하게': 3444, '다시금': 3445, '호흡': 3446, '웃기는': 3447, '연상': 3448, '홀로': 3449, '작화': 3450, '사랑스럽다': 3451, '허나': 3452, '일반인': 3453, '주고싶다': 3454, '차승원': 3455, '트리': 3456, '가게': 3457, '진창': 3458, '당장': 3459, '남친': 3460, '고독': 3461, '한석규': 3462, '너무하네': 3463, '만드냐': 3464, '성과': 3465, '공주': 3466, '안되': 3467, '리도': 3468, '마저도': 3469, '신화': 3470, '40분': 3471, 's': 3472, '객관': 3473, '싫은': 3474, '맞추기': 3475, '무섭지': 3476, '있으나': 3477, '다른사람': 3478, '강아지': 3479, '돌': 3480, '능가': 3481, '봤다는': 3482, '되어서': 3483, '심하다': 3484, '나면': 3485, '무섭게': 3486, '쏘우': 3487, '섬': 3488, '초월': 3489, '화질': 3490, '상징': 3491, '없어도': 3492, '적당한': 3493, '엄정화': 3494, '끝남': 3495, '로빈': 3496, '정점': 3497, '올레': 3498, '안타까': 3499, '덩어리': 3500, '...^^': 3501, '적당': 3502, '가짜': 3503, '클래식': 3504, '아바타': 3505, '4.44': 3506, '비쥬': 3507, '킬러': 3508, '짜집기': 3509, '스릴러물': 3510, '마찬가지': 3511, '깔끔한': 3512, '만들었냐': 3513, '실': 3514, '시키고': 3515, '않았음': 3516, '스포츠': 3517, '버리지': 3518, '니콜라스': 3519, '나왔음': 3520, '수면제': 3521, '남는게': 3522, '업': 3523, '보고싶네요': 3524, '하신': 3525, '가까이': 3526, '화중': 3527, '머냐': 3528, '독특하고': 3529, '대단': 3530, '믿을': 3531, '할것': 3532, '아우': 3533, '스텝': 3534, 'ㅂ': 3535, '쓰는데': 3536, '빠순이': 3537, '첨으로': 3538, '꿀': 3539, '뭣': 3540, '거임': 3541, '아담': 3542, '해지': 3543, '없었는데': 3544, '메이': 3545, '하지마': 3546, '장진': 3547, '클라라': 3548, '되길': 3549, 'ㅜㅜㅜ': 3550, '인권': 3551, '잡는': 3552, '하는것도': 3553, '이러지': 3554, '아깝습니다': 3555, '원조': 3556, '대는': 3557, '된게': 3558, '안되네': 3559, '...........': 3560, '위주': 3561, '행': 3562, '봤어': 3563, '시체': 3564, '이었고': 3565, '포드': 3566, '찍어': 3567, '미스캐스팅': 3568, '보려': 3569, '충분한': 3570, '고등학생': 3571, '나로': 3572, '기전': 3573, '아쉬울': 3574, '->': 3575, '!!!!!!': 3576, '이상하다': 3577, '흑백': 3578, '슨': 3579, '눈치': 3580, '전문': 3581, '장소': 3582, '영구': 3583, '사람과': 3584, '리기': 3585, '택시': 3586, '드네': 3587, 'ㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋ': 3588, '혼란': 3589, '하지말고': 3590, '나올까': 3591, '터짐': 3592, '미안하다': 3593, '이드': 3594, '볼라': 3595, '~~!!': 3596, '인식': 3597, 'bb': 3598, '우드': 3599, '역작': 3600, '조잡한': 3601, '김희선': 3602, '깜놀': 3603, '미달': 3604, '다이하드': 3605, '포함': 3606, '느껴지지': 3607, '떄': 3608, '허무': 3609, '지식': 3610, '믿기지': 3611, '맞다': 3612, '검사': 3613, '납득': 3614, 'is': 3615, '왕조현': 3616, '망할': 3617, '김수현': 3618, '에바': 3619, '였지': 3620, '오직': 3621, '천사': 3622, '아니라면': 3623, 'bad': 3624, '...!': 3625, '사과': 3626, '있겠지만': 3627, '난해한': 3628, '돌아': 3629, '잇어요': 3630, '멋져': 3631, '당하는': 3632, '벨': 3633, '미스테리': 3634, '동감': 3635, '지지': 3636, '돌아보게': 3637, '해줘서': 3638, '일부': 3639, '싫어하는': 3640, '다니는': 3641, '인연': 3642, '않네': 3643, '아까워요': 3644, '태국': 3645, '하기에는': 3646, '유치원': 3647, '공연': 3648, '외면': 3649, '주가': 3650, '스펙': 3651, '모욕': 3652, '놓은': 3653, '힘들었다': 3654, '맙시': 3655, '세트': 3656, '구조': 3657, '관리': 3658, '들지': 3659, '싸이코패스': 3660, '온갖': 3661, '테이큰': 3662, '주인': 3663, '마누라': 3664, '한동안': 3665, '한효주': 3666, '시험': 3667, '재앙': 3668, '로맨틱코미디': 3669, '망치': 3670, '웃겼다': 3671, '목사': 3672, '짱짱맨': 3673, '당할': 3674, '농담': 3675, '껐다': 3676, '터지는': 3677, '되어야': 3678, '데이': 3679, '세계관': 3680, '보는줄': 3681, '넘치고': 3682, '마블': 3683, '난후': 3684, '납니다': 3685, '좋더라': 3686, '좋아하네요': 3687, '스러': 3688, '승부': 3689, '볼까': 3690, '떡밥': 3691, '알바생': 3692, '했다가': 3693, '청년': 3694, 'ㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋ': 3695, '파워': 3696, '기발한': 3697, '같다는': 3698, '뜨': 3699, '질문': 3700, '만들었으면': 3701, '소름끼치는': 3702, '될것': 3703, '않아도': 3704, '있는듯': 3705, '폼': 3706, '해본': 3707, '옥': 3708, '잇다': 3709, '넹': 3710, '뻔하다': 3711, '찍': 3712, '픽사': 3713, '음향': 3714, '머릿속': 3715, '거듭': 3716, '만난': 3717, '뉴스': 3718, '하기가': 3719, '섹시': 3720, '우는': 3721, '.\"': 3722, '뻔함': 3723, '소품': 3724, '참여': 3725, '어울림': 3726, '성형': 3727, '타인': 3728, '엔딩크레딧': 3729, '하는구나': 3730, '억지스럽고': 3731, '해놓고': 3732, '톤': 3733, '롱': 3734, '애니매이션': 3735, '어쨌든': 3736, '예고': 3737, '어차피': 3738, '시골': 3739, '로운': 3740, '에로물': 3741, '김혜수': 3742, '있었음': 3743, '저희': 3744, '마을': 3745, '만들었네': 3746, '였어': 3747, '어째': 3748, '주위': 3749, '3시간': 3750, '-_-;;': 3751, '볼것': 3752, '안될': 3753, '기억나는': 3754, '바란다': 3755, '조지': 3756, '느낀다': 3757, '라스': 3758, '만화가': 3759, '나오나': 3760, '재방송': 3761, '짱구': 3762, '아련한': 3763, '색채': 3764, '살리지': 3765, '강요': 3766, '신부': 3767, '유혹': 3768, '있는가': 3769, '미치는': 3770, '반감': 3771, '불쌍해': 3772, '애인': 3773, '대역': 3774, '기사': 3775, '렉': 3776, '두고두고': 3777, '살때': 3778, '편하게': 3779, '종': 3780, '완벽하게': 3781, '하시고': 3782, '상큼': 3783, '좋아하시는': 3784, '러셀': 3785, '차별': 3786, '^-^': 3787, '닷': 3788, '누님': 3789, '스콧': 3790, '여지': 3791, '장애': 3792, '슬프네요': 3793, '완벽하다': 3794, '학살': 3795, '싶다면': 3796, '헉': 3797, '최민수': 3798, '껴': 3799, '볼줄': 3800, '어설프게': 3801, '대학': 3802, '더욱더': 3803, '향기': 3804, '층': 3805, '해야하나': 3806, '하는가': 3807, '복선': 3808, '재치': 3809, '구석': 3810, '환자': 3811, '사이코': 3812, '제시카': 3813, '지극히': 3814, '박찬욱': 3815, '않으면': 3816, '높은지': 3817, '전라도': 3818, '삶은': 3819, '자랑': 3820, '살아있는': 3821, '흘러가는': 3822, '동양': 3823, '된다고': 3824, '뛰어넘는': 3825, '끈': 3826, '빠져들게': 3827, '이럼': 3828, '많음': 3829, '입고': 3830, '부를': 3831, '아니네요': 3832, '먹기': 3833, '되냐': 3834, '광': 3835, '아깝다는': 3836, '러브스토리': 3837, '멀리': 3838, '재미없었음': 3839, '치료': 3840, '그런거': 3841, '색깔': 3842, '지루했음': 3843, '될수': 3844, '숨은': 3845, '잔인하고': 3846, '이상함': 3847, '들의': 3848, '송승헌': 3849, '손예진': 3850, '차태현': 3851, '잇고': 3852, '남고': 3853, '원주율': 3854, '세련된': 3855, '였으면': 3856, '!~': 3857, '곤': 3858, '콜린': 3859, '잼있는': 3860, '깨달음': 3861, '홧팅': 3862, '둔': 3863, '하고도': 3864, '추격': 3865, '대상': 3866, '전지현': 3867, '..!!': 3868, '예수': 3869, '자본': 3870, '설경구': 3871, '오해': 3872, '꼽': 3873, '절반': 3874, '나왔던': 3875, '기억난다': 3876, '영활': 3877, '가네': 3878, '원하는': 3879, '피디': 3880, '새삼': 3881, '하더라': 3882, '걸린': 3883, '내는': 3884, '싶음': 3885, '높네': 3886, '모독': 3887, '슬퍼': 3888, '시장': 3889, '람보': 3890, '정화': 3891, '정선': 3892, '피식': 3893, '사무라이': 3894, '레이첼': 3895, '봐야겠다': 3896, '버릴': 3897, '군더더기': 3898, '있어도': 3899, '재밋네': 3900, '오지': 3901, '억지스런': 3902, '의해': 3903, '진영화': 3904, '부담': 3905, '답답해': 3906, '살렸다': 3907, '평화': 3908, '회상': 3909, '들아': 3910, '웃다가': 3911, '...(': 3912, '로드': 3913, '백배': 3914, '고작': 3915, '가식': 3916, '이정재': 3917, 'ㅓ': 3918, '재방': 3919, '박평': 3920, '없으니': 3921, '젊은이': 3922, '크리스찬': 3923, '싶었던': 3924, '하고싶은': 3925, '갖춘': 3926, '없구': 3927, '안되서': 3928, '찌': 3929, '힙합': 3930, '주온': 3931, '황정민': 3932, '신세계': 3933, '오랫동안': 3934, '만든것': 3935, '언어': 3936, '외로움': 3937, '크레딧': 3938, '출현': 3939, '통쾌한': 3940, '60년': 3941, '재미있어서': 3942, '매주': 3943, '하고싶다': 3944, '웃긴다': 3945, '킹': 3946, '대학생': 3947, '오그라드는': 3948, '주원': 3949, '밋밋한': 3950, '혹': 3951, '할려고': 3952, '가관': 3953, '납치': 3954, '토니': 3955, '까는': 3956, '구혜선': 3957, '웬만하면': 3958, '우롱': 3959, '신비': 3960, '잼나요': 3961, '주관': 3962, '엑스맨': 3963, '맞게': 3964, '왕자': 3965, '재밌었습니다': 3966, '5년': 3967, '의견': 3968, '마시고': 3969, '대하': 3970, '낀': 3971, '하던가': 3972, '에드': 3973, '디테': 3974, '건데': 3975, '하기에': 3976, '김구라': 3977, '하더니': 3978, '번역': 3979, '수십': 3980, '신도': 3981, '겨울왕국': 3982, '클라스': 3983, '개똥': 3984, '고어': 3985, '썩': 3986, '도라에몽': 3987, 'OOOO': 3988, '도를': 3989, '중후': 3990, '방황': 3991, '고맙습니다': 3992, '반도': 3993, '울림': 3994, '왕가위': 3995, '흥미롭게': 3996, '작전': 3997, '싶었는데': 3998, '해외': 3999}\n",
            "{0: '[PAD]', 1: '[UNK]', 2: '.', 3: '이', 4: '영화', 5: '의', 6: '..', 7: '가', 8: '에', 9: '을', 10: '...', 11: '도', 12: '들', 13: ',', 14: '는', 15: '를', 16: '은', 17: '너무', 18: '?', 19: '한', 20: '다', 21: '정말', 22: '적', 23: '만', 24: '진짜', 25: '!', 26: '점', 27: '으로', 28: '로', 29: '에서', 30: '연기', 31: '과', 32: '평점', 33: '것', 34: '최고', 35: '~', 36: '내', 37: '나', 38: '그', 39: '잘', 40: '와', 41: '인', 42: '안', 43: '이런', 44: '생각', 45: '스토리', 46: '못', 47: '왜', 48: '....', 49: '게', 50: '드라마', 51: '이다', 52: '감동', 53: '사람', 54: '1', 55: '하는', 56: '보고', 57: '하고', 58: '말', 59: '고', 60: '더', 61: '때', 62: '아', 63: 'ㅋㅋ', 64: '배우', 65: '감독', 66: '거', 67: '그냥', 68: '요', 69: '본', 70: '내용', 71: '재미', 72: '중', 73: '까지', 74: '뭐', 75: '!!', 76: '좀', 77: '보다', 78: '없는', 79: '쓰레기', 80: '시간', 81: '수', 82: '지', 83: '네', 84: '봤는데', 85: '사랑', 86: '작품', 87: '10', 88: '볼', 89: '할', 90: '없다', 91: '다시', 92: '하나', 93: '마지막', 94: '이건', 95: 'ㅋ', 96: '좋은', 97: '저', 98: '같은', 99: '정도', 100: '2', 101: '입니다', 102: '완전', 103: '있는', 104: 'ㅋㅋㅋ', 105: '처음', 106: '장면', 107: '주인공', 108: '액션', 109: '대', 110: '이렇게', 111: 'ㅠㅠ', 112: '걸', 113: '보는', 114: '최악', 115: '개', 116: '지금', 117: '3', 118: \"'\", 119: '이야기', 120: '돈', 121: '하', 122: '임', 123: '별로', 124: '참', 125: '봐도', 126: '연출', 127: '느낌', 128: '없고', 129: '끝', 130: '라', 131: '듯', 132: '명작', 133: '인데', 134: '별', 135: '역시', 136: '그리고', 137: '기', 138: '서', 139: '난', 140: '많이', 141: '재밌게', 142: '이해', 143: '^^', 144: 'ㅡㅡ', 145: '면', 146: '라고', 147: '!!!', 148: '이영화', 149: '보면', 150: '때문', 151: '또', 152: '여자', 153: '이나', 154: '부터', 155: '성', 156: '전', 157: '해서', 158: '꼭', 159: '아깝다', 160: '두', 161: '된', 162: '보기', 163: '편', 164: '에게', 165: '이고', 166: '짱', 167: '여', 168: '무슨', 169: '기억', 170: '일', 171: '인생', 172: '엔', 173: '같다', 174: '결말', 175: '야', 176: '마음', 177: '랑', 178: 'ㅎㅎ', 179: '애', 180: 'ㅠ', 181: '소재', 182: '수준', 183: '님', 184: '넘', 185: '~~', 186: '영', 187: '없이', 188: '한다', 189: '현실', 190: '제', 191: '한번', 192: '해', 193: '속', 194: '반전', 195: '씨', 196: '함', 197: ';;', 198: '매력', 199: '라는', 200: '??', 201: '전개', 202: '급', 203: '가슴', 204: '남자', 205: '한국', 206: '가장', 207: '하게', 208: '하지만', 209: '되는', 210: '뿐', 211: '알', 212: '아이', 213: '음악', 214: '다른', 215: '니', 216: '만든', 217: '인간', 218: '냐', 219: '줄', 220: '우리', 221: '추천', 222: '원작', 223: '번', 224: '눈물', 225: '봤다', 226: '모든', 227: '않고', 228: '화', 229: '자체', 230: '합니다', 231: '인지', 232: '하지', 233: '지만', 234: '눈', 235: '\"', 236: '인가', 237: '캐릭터', 238: '코미디', 239: '좋다', 240: '모두', 241: '솔직히', 242: '처럼', 243: '대한', 244: 'ㅋㅋㅋㅋ', 245: '뭔가', 246: '대박', 247: '했다', 248: '그래도', 249: '연기력', 250: '이상', 251: '있다', 252: '모습', 253: '전혀', 254: '움', 255: '여운', 256: '굿', 257: '기대', 258: '개봉', 259: '이네', 260: '시리즈', 261: '중간', 262: '공감', 263: '표현', 264: '일본', 265: '계속', 266: '근데', 267: '아주', 268: '자', 269: '부분', 270: '허', 271: '에는', 272: '(', 273: '분', 274: '영상', 275: '이라', 276: ';', 277: '실망', 278: '그런', 279: ')', 280: '제목', 281: '이랑', 282: '하면', 283: '재밌다', 284: 'OO', 285: '가족', 286: '진심', 287: 'ㅎ', 288: '내내', 289: '보지', 290: '작', 291: '-', 292: '많은', 293: '없음', 294: '였다', 295: '뭔', 296: '후', 297: '이제', 298: '기분', 299: '어떻게', 300: '나오는', 301: '건지', 302: '재미있게', 303: '몰입', 304: 'ㅜㅜ', 305: '봐', 306: '했는데', 307: ',,', 308: '봤습니다', 309: '밖에', 310: '재미없다', 311: '아니다', 312: '작가', 313: '4', 314: '감', 315: '공포', 316: '건', 317: '아니라', 318: '아니고', 319: '요즘', 320: '보면서', 321: '이라는', 322: '용', 323: '위', 324: '점도', 325: '않은', 326: '대사', 327: '잼', 328: '긴장감', 329: '아닌', 330: '애니', 331: '스릴러', 332: '하다', 333: '조금', 334: '개인', 335: '극장', 336: '않는', 337: '특히', 338: '삶', 339: '이유', 340: '노래', 341: '욕', 342: '보다가', 343: '0', 344: 'ㅡ', 345: '아까운', 346: '한테', 347: '딱', 348: '노잼', 349: '알바', 350: '좋고', 351: '시작', 352: '나름', 353: '놈', 354: '연', 355: '제대로', 356: '오랜', 357: '이란', 358: '아름다운', 359: '점수', 360: '재밌어요', 361: '차라리', 362: '이지', 363: '시', 364: '.....', 365: '친구', 366: '막장', 367: '에도', 368: '제일', 369: '의미', 370: '당시', 371: '영화로', 372: '보게', 373: '만드는', 374: '극', 375: '명', 376: '보세요', 377: '력', 378: '몇', 379: '해도', 380: '세상', 381: '같이', 382: '있고', 383: '뻔한', 384: '봤어요', 385: '식', 386: '절대', 387: '류', 388: '공포영화', 389: '아직도', 390: '이라고', 391: '싶다', 392: '오', 393: '위해', 394: '♥', 395: '웃음', 396: '봄', 397: '무엇', 398: '보니', 399: '앞', 400: '도대체', 401: '미국', 402: '아무', 403: '우리나라', 404: '너', 405: '7', 406: '나도', 407: '설정', 408: '데', 409: '뭘', 410: '걍', 411: '마다', 412: '좋아하는', 413: '물', 414: '엄청', 415: '어', 416: '5', 417: '주고', 418: '출연', 419: '수작', 420: '초반', 421: '된다', 422: '남', 423: '시나리오', 424: '사실', 425: '좋았다', 426: '보는내내', 427: '한국영', 428: '장난', 429: 'OOO', 430: '준다', 431: '시대', 432: '분위기', 433: '관객', 434: '추억', 435: '남는', 436: '이야', 437: '세', 438: '안되는', 439: '주는', 440: '가지', 441: '지루함', 442: '든', 443: '살', 444: '같아요', 445: '최고다', 446: '좋아요', 447: '졸작', 448: '자신', 449: '결국', 450: '지루하고', 451: '봤던', 452: '이딴', 453: '팬', 454: '반', 455: '준', 456: '소리', 457: '제발', 458: '감정', 459: '인상', 460: '영화관', 461: '접', 462: '정신', 463: '구', 464: '엄마', 465: '오늘', 466: '~~~', 467: '더빙', 468: '엔딩', 469: '주', 470: '이지만', 471: '라면', 472: '니까', 473: '문제', 474: '재밌음', 475: '아무리', 476: '신', 477: '포스터', 478: '될', 479: '코믹', 480: '어떤', 481: '8', 482: '평가', 483: '멋진', 484: '대해', 485: '캐스팅', 486: '그저', 487: '함께', 488: '음', 489: '어릴', 490: '엉', 491: '얼마나', 492: '뒤', 493: '애니메이션', 494: '그렇게', 495: '봐서', 496: '킬링타임', 497: '!!!!', 498: '강추', 499: '배경', 500: '개연', 501: '괜찮은', 502: '했던', 503: '티비', 504: '스릴', 505: '충격', 506: '갈수록', 507: '첨', 508: '전쟁', 509: '아니', 510: '얘기', 511: '몰입도', 512: '이름', 513: '옛날', 514: '질', 515: '맘', 516: '싶은', 517: '큰', 518: '구성', 519: '까', 520: '같은데', 521: '얼굴', 522: '머리', 523: '머', 524: '예술', 525: 'ㅜ', 526: '만화', 527: '건가', 528: '하면서', 529: '조', 530: '울', 531: '보단', 532: '후회', 533: '기도', 534: '영화인', 535: '지루한', 536: '책', 537: '집', 538: '나온', 539: '장르', 540: '않는다', 541: '재밌는', 542: '웃기', 543: '모르겠다', 544: '후반', 545: '이후', 546: '그래서', 547: '간', 548: '9', 549: '매우', 550: '총', 551: '너무나', 552: '집중', 553: '어디', 554: '다큐', 555: '주연', 556: '비', 557: '봐라', 558: '상황', 559: '만들어', 560: '하는데', 561: '+', 562: '역사', 563: '꽤', 564: ',,,', 565: '날', 566: '여기', 567: '원', 568: '아직', 569: '지루하다', 570: '진', 571: '???', 572: '억지', 573: '누구', 574: '재미없음', 575: '글', 576: '짜증', 577: '다운', 578: '그것', 579: '걸작', 580: '존나', 581: '시즌', 582: '소름', 583: '보는데', 584: '언제', 585: '이리', 586: '상', 587: '분들', 588: '씬', 589: '했지만', 590: '먹', 591: '마세요', 592: '어느', 593: '등', 594: 'B', 595: '실화', 596: '약간', 597: '않다', 598: '한마디', 599: '그나마', 600: '인물', 601: '자기', 602: '본다', 603: '아님', 604: '훨씬', 605: '대체', 606: '~!', 607: '예전', 608: '누가', 609: '6', 610: '시절', 611: '방송', 612: '부', 613: '동안', 614: '봤음', 615: '봤지만', 616: '비교', 617: '그대로', 618: '할수', 619: '이었다', 620: '아들', 621: '만점', 622: '휴', 623: '초딩', 624: '비디오', 625: '발연기', 626: '없어', 627: '됨', 628: '보', 629: '없네', 630: '네이버', 631: '판', 632: '사회', 633: '하기', 634: '로맨스', 635: '재밌고', 636: '다음', 637: '꿈', 638: '전체', 639: '아까', 640: '소설', 641: '간만', 642: '감성', 643: '나와서', 644: 'CG', 645: '같음', 646: '없었다', 647: '라도', 648: '혼자', 649: '코', 650: 'ㅉㅉ', 651: '편이', 652: '여배우', 653: '나이', 654: '해야', 655: '나라', 656: '바로', 657: '죠', 658: '였습니다', 659: '여주', 660: ';;;', 661: '성룡', 662: '주제', 663: '보다는', 664: '재', 665: '좋은데', 666: '없어서', 667: '에요', 668: '재미있어요', 669: '굳', 670: '어렸을', 671: '목소리', 672: '삼류', 673: '빨리', 674: '힘', 675: '가는', 676: '하네요', 677: '열', 678: '교훈', 679: '이라도', 680: '년', 681: '당신', 682: '어설픈', 683: '만큼', 684: '죽', 685: '낭비', 686: '순간', 687: '그만', 688: '미친', 689: '장', 690: '안보', 691: '존재', 692: '아쉽다', 693: '쯤', 694: '낸', 695: '재밋', 696: '거의', 697: '질질', 698: '짜리', 699: '몇번', 700: '상당히', 701: '진정한', 702: '좋아', 703: '......', 704: '/', 705: '점주', 706: '잔잔한', 707: '는데', 708: '좀비', 709: '아버지', 710: '있지만', 711: '보여주는', 712: '재미있다', 713: '말고', 714: '맛', 715: '줄거리', 716: '실제', 717: '판타지', 718: '어른', 719: '만하', 720: '쳐', 721: '평론가', 722: '답', 723: '전부', 724: '모', 725: '재밌네요', 726: '각본', 727: '되고', 728: '에선', 729: '라니', 730: '시청률', 731: '히', 732: '바', 733: '소', 734: '발', 735: '상영', 736: '같네요', 737: '그러나', 738: '란', 739: 'ㅎㅎㅎ', 740: '굉장히', 741: '저런', 742: '이번', 743: '난다', 744: '되어', 745: '믿고', 746: '으로도', 747: '피', 748: '버린', 749: '의도', 750: '이하', 751: '가치', 752: '하며', 753: '갑자기', 754: '제작', 755: '사', 756: '극장판', 757: '곳', 758: '딸', 759: '단', 760: '10년', 761: '선', 762: '간다', 763: 'TV', 764: '필요', 765: '중국', 766: '화면', 767: '하네', 768: '세계', 769: '땜', 770: '그런지', 771: '첫', 772: '당', 773: '있어', 774: '그녀', 775: '한편', 776: '어린', 777: '그때', 778: '대로', 779: '볼때', 780: '둘', 781: '밑', 782: '나온다', 783: '항상', 784: '형', 785: '해주는', 786: '에서도', 787: '요소', 788: '있을까', 789: '평', 790: '봤네요', 791: '있는데', 792: '재미있는', 793: '터', 794: '비해', 795: '있어서', 796: '선택', 797: '올', 798: '라서', 799: '복수', 800: '되지', 801: '좋음', 802: '뻔', 803: '좋네요', 804: '막', 805: '흥행', 806: '훌륭한', 807: '슬픈', 808: '성우', 809: '온', 810: '치고', 811: '스타일', 812: '에서는', 813: '참고', 814: '햇', 815: '거기', 816: '여러', 817: '똥', 818: '봐야', 819: '일단', 820: '이냐', 821: '이에요', 822: '없네요', 823: '멜로', 824: '인거', 825: '점점', 826: '모르고', 827: '어디서', 828: '또한', 829: '더럽게', 830: '아빠', 831: '역대', 832: '역', 833: '어이', 834: '였음', 835: '관람', 836: '더욱', 837: '초', 838: 'tv', 839: '새', 840: '상미', 841: 'ㅠㅠㅠ', 842: '거지', 843: '개그', 844: '물론', 845: '수가', 846: '충분히', 847: '사건', 848: 'ㅋㅋㅋㅋㅋ', 849: '낫다', 850: '래', 851: '깊은', 852: '완성', 853: '짓', 854: '진행', 855: '술', 856: '재미없는', 857: '보는게', 858: '군', 859: '병맛', 860: '편집', 861: '에겐', 862: '화이팅', 863: '해준', 864: '했음', 865: '씩', 866: '여서', 867: '엉망', 868: '무', 869: '좋겠다', 870: '잠', 871: '현', 872: '알았는데', 873: '키', 874: '어쩔', 875: '꿀잼', 876: '전형', 877: '프랑스', 878: '아까워', 879: '따뜻한', 880: '새로운', 881: '나오고', 882: '리', 883: '화보', 884: '귀', 885: '~!!', 886: '드', 887: '그게', 888: '미화', 889: '중반', 890: '원래', 891: '있음', 892: '암', 893: '몸', 894: '하는게', 895: '감상', 896: '아닌가', 897: '나옴', 898: '죽음', 899: '관', 900: '그래픽', 901: '대단한', 902: '였어요', 903: '예상', 904: '안된다', 905: '손', 906: '-_-', 907: '배', 908: '새끼', 909: '만에', 910: '있게', 911: 'good', 912: '20', 913: '척', 914: '티', 915: '나올', 916: '학교', 917: '불륜', 918: '취향', 919: '알았다', 920: '댓글', 921: '흥미', 922: '일이', 923: '좋았어요', 924: '액션영화', 925: '재밌는데', 926: '연기자', 927: '예고편', 928: '노력', 929: '가서', 930: '같아', 931: '흥미진진', 932: '헐', 933: '자극', 934: '따', 935: '잘만', 936: '과거', 937: '만이', 938: '한다는', 939: '이라니', 940: '바보', 941: '상상', 942: '화가', 943: '엄청난', 944: '자꾸', 945: '미', 946: 'ㄷㄷ', 947: '괜히', 948: '나쁜', 949: '마무리', 950: '게임', 951: '만으로도', 952: '설명', 953: '무조건', 954: '거리', 955: '천재', 956: '속편', 957: '도저히', 958: '대한민국', 959: '억', 960: '않음', 961: '야할', 962: '전달', 963: '같습니다', 964: '오히려', 965: '예', 966: ':', 967: '결혼', 968: '심리', 969: '그림', 970: '기대하고', 971: '땐', 972: '유치', 973: '보이', 974: '재밌었다', 975: '스타', 976: '이래', 977: '하는지', 978: '흠', 979: 'ost', 980: '아저씨', 981: '타', 982: '억지로', 983: '전편', 984: '♡', 985: '대작', 986: '법', 987: '우연히', 988: '완벽한', 989: '드는', 990: '영환', 991: '젠', 992: '양', 993: '안됨', 994: '표정', 995: '조차', 996: '봤을', 997: '짐', 998: '귀신', 999: '며', 1000: '스러운', 1001: '하하', 1002: '맨', 1003: '높은', 1004: '회', 1005: '오빠', 1006: 'SF', 1007: '환상', 1008: '최근', 1009: '되', 1010: '있을', 1011: '느끼게', 1012: '재미없고', 1013: '일까', 1014: '지루', 1015: '타임', 1016: '길', 1017: '다가', 1018: '오래', 1019: '메세지', 1020: '촬영', 1021: '재미있고', 1022: '전설', 1023: '주의', 1024: '노', 1025: '90년', 1026: '산', 1027: '동', 1028: '꺼', 1029: '관계', 1030: '재미없어', 1031: '그닥', 1032: '순', 1033: '경찰', 1034: '무비', 1035: '먼저', 1036: '있었다', 1037: '현재', 1038: '쓴', 1039: '놔', 1040: '공', 1041: '행동', 1042: '입', 1043: '하는거', 1044: '동화', 1045: '했으면', 1046: '소녀', 1047: '마', 1048: '프로그램', 1049: '2시간', 1050: '전작', 1051: '그렇고', 1052: '묘사', 1053: '유머', 1054: '예요', 1055: '100', 1056: '만의', 1057: '짜', 1058: '엇', 1059: '아니면', 1060: '조연', 1061: '관심', 1062: '살다', 1063: 'ㅇ', 1064: '힘든', 1065: '아쉬움', 1066: '영웅', 1067: '통해', 1068: '노출', 1069: '이미', 1070: '비슷한', 1071: '서로', 1072: '망작', 1073: '먹고', 1074: '>', 1075: '따라', 1076: '지루하지', 1077: '볼수', 1078: '아쉬운', 1079: '등장', 1080: '존', 1081: '정', 1082: '다행', 1083: '그런데', 1084: '모르는', 1085: '프로', 1086: '나중', 1087: '살인', 1088: '역할', 1089: '유치하고', 1090: '리메이크', 1091: '으', 1092: '맞는', 1093: '예산', 1094: '바람', 1095: '해요', 1096: '재밌었어요', 1097: '외', 1098: '봣', 1099: '졸라', 1100: '긴', 1101: '되었다', 1102: '마치', 1103: 'D', 1104: '좋았습니다', 1105: '강', 1106: '제작비', 1107: '이며', 1108: '좋았음', 1109: '채널', 1110: '안되고', 1111: '보고싶다', 1112: '유치한', 1113: '화려한', 1114: '효과', 1115: '받아', 1116: '반개', 1117: '보고나서', 1118: '이상한', 1119: '만들', 1120: '80년', 1121: '없을', 1122: '아닐까', 1123: '안나', 1124: '특유', 1125: '가끔', 1126: '.......', 1127: '지루해', 1128: '철학', 1129: '과정', 1130: '좋았고', 1131: '아니지만', 1132: '인정', 1133: '하냐', 1134: '왕', 1135: '깊이', 1136: '감사합니다', 1137: '보시길', 1138: '않았다', 1139: '생', 1140: '보이는', 1141: '미래', 1142: '청춘', 1143: '이런거', 1144: '느낄', 1145: '같아서', 1146: '진부한', 1147: 'cg', 1148: '너무나도', 1149: '낚', 1150: '나왔으면', 1151: '싫다', 1152: '범인', 1153: '희망', 1154: '형님', 1155: '만들지', 1156: '케이블', 1157: '런가', 1158: '아닌데', 1159: '만들었다', 1160: '다만', 1161: '필요없다', 1162: '사이', 1163: '체', 1164: '였는데', 1165: '그리', 1166: '봤으면', 1167: '능력', 1168: '슬프다', 1169: '있나', 1170: 'OST', 1171: '엿', 1172: '께', 1173: '비추', 1174: '왠지', 1175: '차', 1176: '이런게', 1177: '카메라', 1178: '기세', 1179: '스케일', 1180: '군대', 1181: '재미있음', 1182: '메디', 1183: 'ㅅㅂ', 1184: '이면', 1185: '낮은', 1186: '생애', 1187: '계', 1188: '되게', 1189: '재밌어', 1190: '용도', 1191: '지난', 1192: '빼고', 1193: '다소', 1194: '대안', 1195: '상상력', 1196: '독립영화', 1197: '로는', 1198: '고생', 1199: '깊게', 1200: '대단하다', 1201: '나를', 1202: '든다', 1203: '끝나고', 1204: '잘못', 1205: '리얼', 1206: '미소', 1207: '좋았는데', 1208: '얼', 1209: '않게', 1210: '평생', 1211: '없나', 1212: '않아', 1213: '봤었는데', 1214: '자막', 1215: '없지만', 1216: '확실히', 1217: '버렸다', 1218: '필요없는', 1219: '치', 1220: '줌', 1221: '로맨틱', 1222: '진실', 1223: '보고싶은', 1224: '볼수록', 1225: '고민', 1226: '메시지', 1227: '어린이', 1228: '돼', 1229: '시도', 1230: '대의', 1231: '^', 1232: '리뷰', 1233: '결론', 1234: '그래', 1235: '봤다가', 1236: '들어', 1237: '우', 1238: '매', 1239: '멋', 1240: '커플', 1241: '유쾌한', 1242: '나와', 1243: '부족', 1244: '부족한', 1245: '있다는', 1246: '의리', 1247: '마라', 1248: '밤', 1249: '박수', 1250: '드립니다', 1251: '손발', 1252: '보여준', 1253: '스', 1254: '슬픔', 1255: '굳이', 1256: '할까', 1257: '문화', 1258: '사극', 1259: '약', 1260: '여성', 1261: '있다면', 1262: '으로는', 1263: '했을', 1264: '스럽다', 1265: '포장', 1266: '발견', 1267: '남는다', 1268: '광고', 1269: '보시', 1270: '같고', 1271: 'ㅇㅇ', 1272: '짱짱', 1273: '웃김', 1274: '해라', 1275: '아침', 1276: '어이없는', 1277: '흐름', 1278: '과연', 1279: '범죄', 1280: '는걸', 1281: '저렇게', 1282: '한계', 1283: '로서', 1284: '지도', 1285: '괴물', 1286: '봅니다', 1287: '아는', 1288: '감탄', 1289: '<', 1290: '어색한', 1291: '여전히', 1292: '언', 1293: '귀여운', 1294: '수도', 1295: '무서운', 1296: '동생', 1297: '쩐다', 1298: '성인', 1299: '문', 1300: '어찌', 1301: '언니', 1302: '랄', 1303: '용이', 1304: '개판', 1305: '시청자', 1306: '됩니다', 1307: '폭력', 1308: '있네', 1309: '상처', 1310: '아름답고', 1311: '..?', 1312: '별루', 1313: '인기', 1314: '심', 1315: '유', 1316: '자연', 1317: '주기', 1318: '써', 1319: '대충', 1320: '살짝', 1321: '용서', 1322: '귀엽고', 1323: '개도', 1324: '볼거리', 1325: '몸매', 1326: '정서', 1327: '뜻', 1328: '진정', 1329: '순수한', 1330: '사는', 1331: '재밌었는데', 1332: '독특한', 1333: '않나', 1334: '~^^', 1335: '느껴지는', 1336: '방', 1337: '젤', 1338: '나서', 1339: '않을', 1340: '핵', 1341: '홍보', 1342: '성도', 1343: '재밌습니다', 1344: '조폭', 1345: '그럼', 1346: '~~~~', 1347: '보라', 1348: '일상', 1349: '덕분', 1350: '빨', 1351: '아닌듯', 1352: '겁나', 1353: '만들어진', 1354: '있었던', 1355: '재밌었음', 1356: '지는', 1357: '섹스', 1358: '삼', 1359: '연애', 1360: '스럽게', 1361: '시선', 1362: '그럭저럭', 1363: '오락', 1364: '있지', 1365: '힐링', 1366: '있습니다', 1367: '끼리', 1368: '잼있게', 1369: '게이', 1370: '좋아서', 1371: '평범한', 1372: '열심히', 1373: '쓰', 1374: '달', 1375: '30분', 1376: '눈빛', 1377: '표절', 1378: '포기', 1379: '병', 1380: '정말로', 1381: '노답', 1382: '끌', 1383: '죄', 1384: '빛', 1385: '무협', 1386: '아오', 1387: '비극', 1388: '남녀', 1389: '아름답다', 1390: '실감', 1391: '20년', 1392: '어제', 1393: '버리고', 1394: '갈', 1395: '되네요', 1396: '받고', 1397: '춤', 1398: '하루', 1399: '자유', 1400: '등장인물', 1401: '뜬금', 1402: '하세요', 1403: '퀄리티', 1404: '에서의', 1405: '해피엔딩', 1406: '신선한', 1407: '짜증나는', 1408: '들이', 1409: '=', 1410: '우정', 1411: '쓰래', 1412: '없지', 1413: '와는', 1414: '크게', 1415: '낮아서', 1416: '코드', 1417: '국민', 1418: '혹시', 1419: '풀어', 1420: '남편', 1421: '10분', 1422: '재미없네', 1423: '떨어지는', 1424: '먼', 1425: '하니', 1426: '북한', 1427: '정치', 1428: '하자', 1429: 'b', 1430: '보지마', 1431: '(?)', 1432: '보다도', 1433: '반성', 1434: '이기', 1435: '펑펑', 1436: '막판', 1437: '나머지', 1438: '말로', 1439: '웃겨', 1440: '홍콩', 1441: '있어요', 1442: '슬프고', 1443: '마저', 1444: '팔', 1445: '가진', 1446: '보긴', 1447: '좋습니다', 1448: '좋게', 1449: '종교', 1450: '없는데', 1451: '공부', 1452: '쉽게', 1453: '가볍게', 1454: '보아', 1455: '있네요', 1456: '하다가', 1457: '만으로', 1458: '보러', 1459: '자식', 1460: '표', 1461: '이연걸', 1462: '재미있네요', 1463: '뮤지컬', 1464: '지루해서', 1465: '라지', 1466: '아깝지', 1467: '않', 1468: '했습니다', 1469: '했어요', 1470: '악당', 1471: '몰라도', 1472: '만든다', 1473: '만들고', 1474: '악역', 1475: '차이', 1476: '까지는', 1477: '형편', 1478: '많다', 1479: '느와르', 1480: '게다가', 1481: '아픈', 1482: '감명', 1483: '악', 1484: '권', 1485: '가면', 1486: '암튼', 1487: '불가', 1488: '이쁘고', 1489: '벌써', 1490: '으론', 1491: '다큐멘터리', 1492: '서야', 1493: '의문', 1494: '에게는', 1495: '받은', 1496: '그걸', 1497: '입장', 1498: '죽는줄', 1499: '누나', 1500: '행복', 1501: '불구', 1502: '새벽', 1503: '멋지다', 1504: '토', 1505: '하다니', 1506: '대가', 1507: '까진', 1508: '이라서', 1509: '불', 1510: '발전', 1511: '소장', 1512: '희생', 1513: '예쁜', 1514: '디즈니', 1515: '고전', 1516: '좋아하는데', 1517: '높다', 1518: '그다지', 1519: '무시', 1520: '모르게', 1521: '둘다', 1522: '&', 1523: '기본', 1524: '있으면', 1525: '결과', 1526: '제로', 1527: '걸까', 1528: '올해', 1529: '에만', 1530: '그린', 1531: '싸구려', 1532: '하여', 1533: '오는', 1534: '않지만', 1535: '기적', 1536: '비주', 1537: '인가요', 1538: '빼고는', 1539: '드럽게', 1540: '넘치는', 1541: '웃긴', 1542: '따위', 1543: '오버', 1544: '동물', 1545: '뻔하고', 1546: '좀더', 1547: '기술', 1548: '_', 1549: '받아서', 1550: '꼴', 1551: '그렇다고', 1552: '지구', 1553: '본방', 1554: '반복', 1555: '잊혀지지', 1556: '연예인', 1557: '외국', 1558: '긴장', 1559: '흑', 1560: '열정', 1561: '호러', 1562: '아이돌', 1563: 'ㅠㅠㅠㅠ', 1564: '창', 1565: '쩝', 1566: '좋', 1567: '보인다', 1568: '쇼', 1569: '시사회', 1570: '재밌네', 1571: '방식', 1572: '백', 1573: '과는', 1574: '언제나', 1575: '까지도', 1576: '평이', 1577: '선생님', 1578: '러닝', 1579: '아줌마', 1580: '라인', 1581: '싸움', 1582: '이제야', 1583: '실패', 1584: '하려는', 1585: '어머니', 1586: '청소년', 1587: '실력', 1588: '맨날', 1589: '대화', 1590: '되서', 1591: '금', 1592: '나오면', 1593: '쓰고', 1594: '밥', 1595: '글쎄', 1596: '쫌', 1597: '팀', 1598: '보길', 1599: '본인', 1600: '전문가', 1601: '아픔', 1602: '에로', 1603: '늘', 1604: '달라', 1605: '으리', 1606: '짝', 1607: '할말이', 1608: '즈', 1609: '본게', 1610: '무섭지도', 1611: '이니', 1612: '젊은', 1613: '주기도', 1614: '세기', 1615: '많고', 1616: '방금', 1617: '외모', 1618: '갑니다', 1619: '돌려', 1620: '뛰어난', 1621: '필름', 1622: 'ㅋㅋㅋㅋㅋㅋ', 1623: '한국인', 1624: '꽝', 1625: '과의', 1626: '아름다', 1627: '재미있었다', 1628: '찍은', 1629: '죄다', 1630: '조절', 1631: '떠나서', 1632: '1시간', 1633: '분노', 1634: '없어요', 1635: '미드', 1636: '한다고', 1637: '해석', 1638: '헐리우드', 1639: '어휴', 1640: '베스트', 1641: '견자단', 1642: '편의', 1643: '이미지', 1644: '단지', 1645: '누군가', 1646: '가고', 1647: '갈등', 1648: '무섭다', 1649: '왜케', 1650: '좋았던', 1651: '질리', 1652: '진리', 1653: '대표', 1654: '시트콤', 1655: '학생', 1656: '방법', 1657: '짝퉁', 1658: '시각', 1659: '냥', 1660: '이었습니다', 1661: '봐요', 1662: '비판', 1663: '애기', 1664: '재미없어요', 1665: '보지마라', 1666: '하고자', 1667: '존경', 1668: '로만', 1669: '여행', 1670: '재밋다', 1671: '이든', 1672: '극치', 1673: '굿굿', 1674: '성한', 1675: '본다면', 1676: '히어로', 1677: '작은', 1678: '김기덕', 1679: '가는줄', 1680: '유발', 1681: '만족', 1682: '단순한', 1683: '끼', 1684: '내고', 1685: '명품', 1686: '딱히', 1687: '에피소드', 1688: '로봇', 1689: '스스로', 1690: '싶네요', 1691: '그거', 1692: '아쉽네요', 1693: '부모', 1694: '최', 1695: '나오네', 1696: '대부분', 1697: '사랑스러운', 1698: '인해', 1699: '테러', 1700: '조합', 1701: '좋아해서', 1702: '째', 1703: '쵝오', 1704: '쪽', 1705: '19', 1706: '허세', 1707: '푹', 1708: '빠진', 1709: '양심', 1710: '재미있었어요', 1711: '국내', 1712: '가요', 1713: '피해자', 1714: '????', 1715: '주말', 1716: '담', 1717: '심장', 1718: '즐겁게', 1719: '개념', 1720: '은근', 1721: '전개도', 1722: '생각나는', 1723: '자리', 1724: '받는', 1725: '잔잔하고', 1726: '경험', 1727: '기대했는데', 1728: '분명', 1729: '이정', 1730: '모르겠고', 1731: '이자', 1732: '그렇지', 1733: '한데', 1734: '검색', 1735: '좋겠어요', 1736: '개성', 1737: '탄탄한', 1738: '30', 1739: '보았다', 1740: '코난', 1741: '와우', 1742: '망', 1743: '과장', 1744: '따뜻해지는', 1745: '신분', 1746: '크', 1747: '라이', 1748: '했고', 1749: '맥', 1750: '이쁘다', 1751: '연속', 1752: '사기', 1753: '훨', 1754: '신선하고', 1755: '해주세요', 1756: '봤더니', 1757: '개뿔', 1758: '단연', 1759: '편견', 1760: '기자', 1761: '안타깝다', 1762: '헐리웃', 1763: '번째', 1764: '무언가', 1765: '무척', 1766: '미모', 1767: '...?', 1768: '오브', 1769: '딴', 1770: '외계인', 1771: '챙겨', 1772: '의외로', 1773: '캐리', 1774: '두고', 1775: '보고나면', 1776: '생활', 1777: '짜증난다', 1778: '우와', 1779: '희', 1780: '겁니다', 1781: '직접', 1782: '경', 1783: '영어', 1784: '근', 1785: '들었다', 1786: '웃기지도', 1787: '할머니', 1788: '울었다', 1789: '자살', 1790: '얘', 1791: '[', 1792: '싸이코', 1793: '한참', 1794: '끝날', 1795: '나오지', 1796: '형사', 1797: '이여', 1798: '봣는데', 1799: '좋지만', 1800: '옛', 1801: '........', 1802: '없다는', 1803: '도안', 1804: '뒷', 1805: '빠져', 1806: '나쁘지', 1807: '왠만하면', 1808: '레알', 1809: '묘', 1810: '만들어도', 1811: '18', 1812: '명성', 1813: '카', 1814: '어려운', 1815: ',,,,', 1816: '전반', 1817: '초등학생', 1818: '성장', 1819: '보려고', 1820: '으로서', 1821: '고양이', 1822: '흔한', 1823: '먹는', 1824: '마이너스', 1825: '보겠다', 1826: '보며', 1827: '보자', 1828: '더불어', 1829: '의식', 1830: '풍경', 1831: '힘들다', 1832: '하던', 1833: '도전', 1834: '이따위', 1835: '아내', 1836: '마이클', 1837: '멍청한', 1838: '칼', 1839: '싶을', 1840: '확', 1841: '점준', 1842: '쩌', 1843: '달달', 1844: '남주', 1845: '하나로', 1846: '아마', 1847: '개막', 1848: '했는지', 1849: '모르겠지만', 1850: '♥♥', 1851: '재밋어', 1852: '봐야지', 1853: '으로만', 1854: '보았습니다', 1855: '막장드라마', 1856: '짜증나', 1857: '그렇다', 1858: '향', 1859: ']', 1860: '만들기', 1861: '쉬', 1862: '?!', 1863: '아아', 1864: '영혼', 1865: '아깝고', 1866: '주변', 1867: '야동', 1868: '신고', 1869: '않을까', 1870: '하는건', 1871: '이보', 1872: '카리스마', 1873: '무지', 1874: '악마', 1875: '가수', 1876: '튼', 1877: '스럽지', 1878: '본거', 1879: '변화', 1880: '봤', 1881: '러브', 1882: '않네요', 1883: '왠', 1884: '비현실적', 1885: '감히', 1886: '멋있다', 1887: '정의', 1888: '더러운', 1889: '주성치', 1890: '지루했다', 1891: '되면', 1892: '로써', 1893: '버림', 1894: '학년', 1895: '응원', 1896: '스트레스', 1897: '지루하게', 1898: '없', 1899: '답답하고', 1900: '레전드', 1901: 'x', 1902: '야하는', 1903: '그려', 1904: '사수', 1905: '맞지', 1906: '이도', 1907: '겨우', 1908: '기만', 1909: '듣고', 1910: '빼면', 1911: '완전히', 1912: '연결', 1913: '행복한', 1914: '옆', 1915: '끝나는', 1916: '에나', 1917: '유쾌하고', 1918: '12', 1919: '면서', 1920: '기준', 1921: '남아', 1922: '빈', 1923: '처', 1924: '잼있어요', 1925: 'ㅋㅋㅋㅋㅋㅋㅋ', 1926: '시키는', 1927: '잠깐', 1928: '쓰는', 1929: '베', 1930: '없습니다', 1931: '상업', 1932: '내면', 1933: '투자', 1934: '좋았지만', 1935: '홍콩영화', 1936: '하려고', 1937: '설마', 1938: '다시는', 1939: '롭고', 1940: '넘게', 1941: '좋았으나', 1942: '모르겠음', 1943: '각', 1944: '시청', 1945: '신경', 1946: '형제', 1947: '관점', 1948: '만해', 1949: '포르노', 1950: '덜', 1951: '하길래', 1952: '십', 1953: '세월', 1954: 'M', 1955: '으로써', 1956: '하기엔', 1957: '되는데', 1958: '느끼는', 1959: '니깐', 1960: '칠', 1961: '세번', 1962: '없게', 1963: '김', 1964: 'C', 1965: '있었지만', 1966: '특수', 1967: '이상은', 1968: '성격', 1969: '없었던', 1970: '어린시절', 1971: '착한', 1972: '포인트', 1973: '등등', 1974: '편도', 1975: '잔인한', 1976: '참으로', 1977: ',.', 1978: '겨', 1979: '위대한', 1980: '느껴진다', 1981: '답답한', 1982: '욕망', 1983: '예쁘고', 1984: '압권', 1985: '따로', 1986: '21', 1987: '얼마', 1988: '했다는', 1989: '위로', 1990: '야한다', 1991: '투', 1992: '즐거운', 1993: '한다면', 1994: '전쟁영화', 1995: '기회', 1996: '교육', 1997: '받을', 1998: '가본', 1999: '우려', 2000: '로그인', 2001: '보네', 2002: '잊지', 2003: '인들', 2004: '국가', 2005: '정체', 2006: '고통', 2007: '운명', 2008: '007', 2009: '유치하다', 2010: '동시', 2011: '젠장', 2012: '크리스마스', 2013: '리즈', 2014: '싶은데', 2015: '우주', 2016: '만큼은', 2017: '색감', 2018: '잔', 2019: '알수', 2020: '방영', 2021: '효', 2022: '지루할', 2023: '예능', 2024: '시킨', 2025: '아예', 2026: '빼곤', 2027: '씀', 2028: 'ㄱ', 2029: '똑같은', 2030: '변태', 2031: '조작', 2032: '적임', 2033: '높아', 2034: '일품', 2035: '갑', 2036: '했나', 2037: '듬', 2038: 'ㅅ', 2039: '생각나서', 2040: '이어서', 2041: '해야지', 2042: '최강', 2043: '루', 2044: '이용', 2045: '넌', 2046: '케', 2047: '들고', 2048: '죽는', 2049: '다룬', 2050: '바다', 2051: '에로영화', 2052: '봤네', 2053: '틈', 2054: '채', 2055: '확인', 2056: 'the', 2057: '수고', 2058: '서는', 2059: '흥미로운', 2060: '갔다', 2061: '몇몇', 2062: '목', 2063: '초등학교', 2064: '괜찮은데', 2065: '사진', 2066: '안습', 2067: '배역', 2068: '무술', 2069: '흑인', 2070: '그럴', 2071: '살면서', 2072: '선물', 2073: '설득', 2074: '전에', 2075: '냄새', 2076: '캐', 2077: '부모님', 2078: '재밌다고', 2079: '갓', 2080: '보던', 2081: '정신병', 2082: 'DVD', 2083: '풍자', 2084: '린', 2085: '내생', 2086: '망한', 2087: '워', 2088: '이었음', 2089: '감안', 2090: '했으나', 2091: '깨', 2092: '공포물', 2093: '결정', 2094: '데리', 2095: '만들다니', 2096: '좋을', 2097: '봤을까', 2098: '이래서', 2099: '영원히', 2100: '그건', 2101: '미가', 2102: '어울리는', 2103: '공짜', 2104: '관련', 2105: '옷', 2106: '잼있다', 2107: '봤는데도', 2108: '최초', 2109: '떨어진다', 2110: '근래', 2111: '끔', 2112: '탓', 2113: '놓고', 2114: '감흥', 2115: '만남', 2116: '대본', 2117: '이쁜', 2118: '시점', 2119: '있었는데', 2120: '꼬마', 2121: '갠', 2122: '지나치게', 2123: '바랍니다', 2124: '낮지', 2125: '거짓말', 2126: '오랫', 2127: '보여준다', 2128: '녀', 2129: '재미없게', 2130: '케릭', 2131: 'ㄷㄷㄷ', 2132: '아래', 2133: ';;;;', 2134: '용기', 2135: '덕', 2136: '진부하고', 2137: '해결', 2138: '비밀', 2139: '깜짝', 2140: '패', 2141: '의심', 2142: '부부', 2143: '하긴', 2144: '드림', 2145: '보통', 2146: '영국', 2147: '거나', 2148: '파', 2149: '재미있습니다', 2150: '단어', 2151: '여러가지', 2152: '잇는', 2153: '첫사랑', 2154: '영화계', 2155: '박', 2156: '낮다', 2157: '색다른', 2158: '5분', 2159: '껏', 2160: '치는', 2161: '대중', 2162: '성은', 2163: '많아서', 2164: '부족하다', 2165: '톰', 2166: '자주', 2167: '아동', 2168: '았', 2169: '셈', 2170: '심하게', 2171: '번은', 2172: '스런', 2173: '가득', 2174: '달리', 2175: '같', 2176: '만을', 2177: '본적', 2178: '스크린', 2179: '전율', 2180: '하겠다', 2181: '여러분', 2182: 'ㅉㅉㅉ', 2183: '땅', 2184: 'ㅠㅜ', 2185: '명화', 2186: '버리는', 2187: '찾아', 2188: '던데', 2189: '하지마라', 2190: '상태', 2191: '빵점', 2192: '디', 2193: '물이', 2194: '트', 2195: '있구나', 2196: 'X', 2197: '깨닫게', 2198: '중요한', 2199: '둘째', 2200: '아닙니다', 2201: '있는지', 2202: '연인', 2203: '만은', 2204: '않아서', 2205: '감각', 2206: '만들면', 2207: '갖고', 2208: '훈훈한', 2209: '하는것', 2210: '브루스', 2211: '할듯', 2212: '한심한', 2213: '와의', 2214: '됐다', 2215: '알겠는데', 2216: '신의', 2217: '안타까운', 2218: '두번째', 2219: '소년', 2220: '높게', 2221: '가족영화', 2222: '아역', 2223: '유명한', 2224: '탄생', 2225: '짜증나서', 2226: '떨어지고', 2227: '이쁨', 2228: '많은데', 2229: '재밌', 2230: '잔뜩', 2231: '골', 2232: '심지어', 2233: '낮게', 2234: '매니아', 2235: '줍니다', 2236: '선동', 2237: '목적', 2238: '야한', 2239: '줘', 2240: '15', 2241: '훌륭하다', 2242: '잼나게', 2243: '기법', 2244: '야구', 2245: '기를', 2246: '쥐', 2247: '삭제', 2248: '만들었는지', 2249: '사상', 2250: '하나같이', 2251: '명의', 2252: '작위', 2253: '폐지', 2254: '결코', 2255: '장가', 2256: '통', 2257: '려고', 2258: '빵빵', 2259: '20분', 2260: '점줌', 2261: '소소한', 2262: '이따', 2263: '철', 2264: '잊을', 2265: 'A', 2266: 'sf', 2267: '풍', 2268: '짜임새', 2269: '였던', 2270: '마시길', 2271: '한숨', 2272: '집착', 2273: '이상하게', 2274: '빌려', 2275: '애가', 2276: '시기', 2277: '탑', 2278: '할아버지', 2279: '이런건', 2280: '70년', 2281: '제외', 2282: '패러디', 2283: '느낀', 2284: '종영', 2285: '배우도', 2286: '재밌던데', 2287: '본듯', 2288: '말고는', 2289: '낮네', 2290: '좋겠네요', 2291: '났다', 2292: '기독교', 2293: '감정이입', 2294: '11', 2295: '메', 2296: '낫', 2297: '뭐라', 2298: '후속작', 2299: '했을까', 2300: '따뜻하고', 2301: '열연', 2302: '아쉽지만', 2303: '어설프고', 2304: '아까웠다', 2305: '뇌', 2306: '목숨', 2307: '마리', 2308: '느꼈다', 2309: '같지', 2310: '곡', 2311: '금보', 2312: '값', 2313: '..;;', 2314: '아무런', 2315: '많은걸', 2316: '읽어', 2317: '죽여', 2318: '다양한', 2319: '죽은', 2320: '욕심', 2321: '틱', 2322: '무서움', 2323: '오래전', 2324: '보구', 2325: '봤다면', 2326: '본건데', 2327: '재난영화', 2328: '보여', 2329: '본지', 2330: 'ㅎㅎㅎㅎ', 2331: '식상한', 2332: '타고', 2333: '무료', 2334: '어쩜', 2335: '중독', 2336: '있', 2337: '보여주고', 2338: '하늘', 2339: '시켜', 2340: '그만큼', 2341: '신파', 2342: '포스', 2343: '거부', 2344: '기는', 2345: '아이디어', 2346: '아까울', 2347: '정작', 2348: '한개', 2349: '무섭고', 2350: '느낄수', 2351: '승리', 2352: '유치함', 2353: '없었음', 2354: '대놓고', 2355: '했네', 2356: '맞아', 2357: '모험', 2358: '모양', 2359: '밋', 2360: '짜증남', 2361: '틀', 2362: '아깝네', 2363: '혹은', 2364: '잼있음', 2365: '필요한', 2366: '볼려고', 2367: '호', 2368: '있던', 2369: '웃고', 2370: '팔이', 2371: '태어나서', 2372: '이었어요', 2373: '없으면', 2374: '이만', 2375: ':)', 2376: '라이언', 2377: '구나', 2378: '울컥', 2379: '블록버스터', 2380: '담배', 2381: '아기', 2382: '찾기', 2383: '귀여워', 2384: '볼수있는', 2385: '마이', 2386: '없다고', 2387: '사고', 2388: '추리', 2389: '버전', 2390: '이상하고', 2391: '오래된', 2392: '배우는', 2393: '!!!!!', 2394: '낚였다', 2395: '주제가', 2396: '보신', 2397: '지나도', 2398: '성하고', 2399: '가정', 2400: '탈', 2401: '재밌어서', 2402: '재미없었다', 2403: '천', 2404: 'ㅁ', 2405: '구리', 2406: '장국영', 2407: '수많은', 2408: '같지만', 2409: '소중한', 2410: '였지만', 2411: '아니야', 2412: '여름', 2413: '이긴', 2414: '져', 2415: '재능', 2416: '싶어요', 2417: '어색하고', 2418: '강한', 2419: '여태', 2420: '높아서', 2421: '싶지', 2422: '호구', 2423: '클레멘타인', 2424: 'I', 2425: '적이네요', 2426: '배경음악', 2427: '탄', 2428: '이었던', 2429: '재미없어서', 2430: '하아', 2431: '맞고', 2432: '요리', 2433: '당연히', 2434: '.^^', 2435: '린다', 2436: '조카', 2437: '최대', 2438: '케빈', 2439: '자고', 2440: '길게', 2441: '하시는', 2442: '성공', 2443: '..^^', 2444: '지경', 2445: '색', 2446: '낚시', 2447: '로코', 2448: '남네요', 2449: '아프다', 2450: '할말', 2451: 'ㅋㅋㅋㅋㅋㅋㅋㅋ', 2452: '아니라고', 2453: '보다니', 2454: '졸', 2455: '유일하게', 2456: '잡', 2457: '틴', 2458: '보이지', 2459: '뭥미', 2460: '절정', 2461: '가능한', 2462: '참나', 2463: '같네', 2464: '깍', 2465: '있어야', 2466: '억지스러운', 2467: '흥', 2468: '로버트', 2469: '공간', 2470: '나왔다', 2471: '저리', 2472: '대통령', 2473: '사투리', 2474: '플롯', 2475: '앞뒤', 2476: '다섯', 2477: '터미네이터', 2478: '파괴', 2479: '고등학교', 2480: '매일', 2481: '했다고', 2482: '해준다', 2483: '빵', 2484: '치곤', 2485: '했네요', 2486: '아냐', 2487: '대신', 2488: '없냐', 2489: '재밋음', 2490: '들은', 2491: '짧은', 2492: '졸리', 2493: '만약', 2494: '괜찮음', 2495: '따름', 2496: '돼지', 2497: '없나요', 2498: '바탕', 2499: '일본인', 2500: '어처구니', 2501: '~!!!', 2502: '임팩트', 2503: '인지도', 2504: '교과서', 2505: '습', 2506: '부터가', 2507: '먼가', 2508: '제이슨', 2509: '조니뎁', 2510: '적어도', 2511: '안감', 2512: '된거', 2513: '모를', 2514: '중심', 2515: '어쩌', 2516: '조화', 2517: '꼬', 2518: '이소룡', 2519: '쓸', 2520: '배트맨', 2521: '이어', 2522: '잤다', 2523: '유덕화', 2524: '링', 2525: '왔다', 2526: '발상', 2527: '또다른', 2528: '웃', 2529: '적당히', 2530: '과학', 2531: '심형래', 2532: '절', 2533: '잡고', 2534: '뱀파이어', 2535: '착각', 2536: '그립다', 2537: '화의', 2538: '사운드', 2539: '숨겨진', 2540: '너무도', 2541: '일부러', 2542: '중학교', 2543: '귀엽다', 2544: '쿡', 2545: '있냐', 2546: '하품', 2547: '남은', 2548: '마냥', 2549: '탈출', 2550: '있다니', 2551: '캬', 2552: '잠시', 2553: '나은', 2554: '아니지', 2555: '논', 2556: '이군', 2557: '예쁘다', 2558: '돋보이는', 2559: '.........', 2560: '그야말로', 2561: '없는게', 2562: '불쌍하다', 2563: '단순히', 2564: '걱정', 2565: '하도', 2566: '알았음', 2567: '에게도', 2568: '울면', 2569: '레', 2570: '디워', 2571: '인터넷', 2572: '베리', 2573: '봤지', 2574: '반대', 2575: '모르겠네요', 2576: '숨', 2577: '좋아할', 2578: '가득한', 2579: '토록', 2580: '몰랐다', 2581: '아름답게', 2582: '같았다', 2583: '상실', 2584: '와서', 2585: '♥♥♥', 2586: '참신한', 2587: '이뻐서', 2588: '센스', 2589: '영화제', 2590: '동성애', 2591: '여친', 2592: '나고', 2593: '놀랍다', 2594: '만드', 2595: '베드', 2596: '있다고', 2597: '13', 2598: '도에', 2599: '보는듯', 2600: '현대', 2601: '끌어', 2602: '남겨', 2603: '앤', 2604: '나네요', 2605: '정이', 2606: '고딩', 2607: '해리포터', 2608: '메이드', 2609: '주지', 2610: 'ㄴ', 2611: '짜증나고', 2612: 'ㅈ', 2613: '@', 2614: '떠나', 2615: '30년', 2616: '쓸데없이', 2617: 'dvd', 2618: '그동안', 2619: '도움', 2620: '가벼운', 2621: '부작', 2622: '실수', 2623: '겉', 2624: '컨셉', 2625: '우뢰매', 2626: '보소', 2627: 'ㄷ', 2628: '버려', 2629: '능', 2630: '재미나', 2631: '재밌다는', 2632: '않은데', 2633: '웃으면서', 2634: '단순', 2635: '인내심', 2636: '보았는데', 2637: '떨어짐', 2638: '유일한', 2639: '제니퍼', 2640: '던', 2641: '인형', 2642: 'ㅣ', 2643: '음식', 2644: '어디가', 2645: '연극', 2646: '나가는', 2647: '아깝네요', 2648: '이었는데', 2649: '응', 2650: '레이', 2651: '꽃', 2652: '손색', 2653: '될듯', 2654: '무서워', 2655: '멋지고', 2656: '난리', 2657: '에다', 2658: '할만', 2659: 'ㅉ', 2660: '좋다고', 2661: '선정', 2662: '보셈', 2663: '인도', 2664: '무기', 2665: '다신', 2666: '끼워', 2667: '않았지만', 2668: '불쌍한', 2669: '거장', 2670: '궁금하다', 2671: '나오는데', 2672: '//', 2673: '류작', 2674: '말투', 2675: '치고는', 2676: '천국', 2677: '상어', 2678: '여자애', 2679: '끝난', 2680: '의사', 2681: '싶어', 2682: '성의', 2683: '재미없', 2684: '살린', 2685: '다리', 2686: '이전', 2687: '웬', 2688: '찍고', 2689: '신은', 2690: '당황', 2691: '잭', 2692: '폴', 2693: '특별한', 2694: '준비', 2695: '평균', 2696: '애초', 2697: '주윤발', 2698: '네티즌', 2699: '허허', 2700: '해주고', 2701: '슴', 2702: '분량', 2703: '야함', 2704: '살인마', 2705: '--', 2706: '리얼리티', 2707: '여자친구', 2708: '단체', 2709: '괜찮았다', 2710: '제임스', 2711: '대결', 2712: '논리', 2713: '재미없다고', 2714: '박진', 2715: '다르게', 2716: '폭발', 2717: '의상', 2718: '만화책', 2719: '괜찮고', 2720: '무대', 2721: '아까워서', 2722: '계기', 2723: '운', 2724: '반드시', 2725: '임창정', 2726: '괜찮다', 2727: '하지원', 2728: '하이', 2729: '박중훈', 2730: '감사', 2731: '했더니', 2732: '호기심', 2733: '하던데', 2734: '에이', 2735: '수입', 2736: '좋지', 2737: '100%', 2738: '생각난다', 2739: '궁금해서', 2740: '발음', 2741: '판단', 2742: '아무튼', 2743: '40', 2744: '블랙', 2745: '괜찮았는데', 2746: '잖아', 2747: '들어서', 2748: '따듯', 2749: '론', 2750: '홍상수', 2751: '유럽', 2752: '기존', 2753: '포', 2754: '컴퓨터', 2755: '보는거', 2756: '의지', 2757: '화란', 2758: '죽고', 2759: '어거지', 2760: '어색', 2761: '혐오', 2762: '겨울', 2763: '2014년', 2764: '하정우', 2765: '빨갱이', 2766: '무난', 2767: '살아가는', 2768: '션', 2769: '영화감독', 2770: '키드', 2771: '되나', 2772: '명대사', 2773: '김치', 2774: '보임', 2775: '겁', 2776: '첨부', 2777: '과도', 2778: '민폐', 2779: '여인', 2780: '스럽고', 2781: '갔는데', 2782: '만들었을까', 2783: '흐르는', 2784: '각색', 2785: '인류', 2786: '키스', 2787: '배신', 2788: '자동차', 2789: '차원', 2790: '보네요', 2791: '도무지', 2792: '..........', 2793: '남성', 2794: '아깝', 2795: '강렬한', 2796: 'ㅏ', 2797: '루즈', 2798: '읽고', 2799: '출신', 2800: '낮아', 2801: '무게', 2802: '체적', 2803: '정보', 2804: '끝내', 2805: '압도', 2806: '진수', 2807: '듭니', 2808: '나레이션', 2809: '불편한', 2810: '손가락', 2811: '적은', 2812: '잔잔하게', 2813: '친', 2814: '니콜', 2815: '필', 2816: '등록', 2817: '아놀드', 2818: '비중', 2819: '많아', 2820: '지겹다', 2821: '전투', 2822: '마음속', 2823: '및', 2824: '개콘', 2825: '일반', 2826: '시키지', 2827: '극복', 2828: '영향', 2829: '개그맨', 2830: '하러', 2831: '이니까', 2832: '에다가', 2833: '황당한', 2834: '동영상', 2835: '환경', 2836: '스포', 2837: '대사도', 2838: '뭐임', 2839: '신인', 2840: '길이', 2841: '할수가', 2842: '했다면', 2843: '영원한', 2844: '죽이는', 2845: '때려', 2846: '데뷔', 2847: '화일', 2848: '빠른', 2849: '드디어', 2850: '였고', 2851: '옴', 2852: '러시아', 2853: '쓸데없는', 2854: '동심', 2855: '만도', 2856: '생긴', 2857: 'ㅋㅋㅋㅋㅋㅋㅋㅋㅋ', 2858: '?...', 2859: '요새', 2860: '웰', 2861: '누군지', 2862: '찬', 2863: '피해', 2864: '이병헌', 2865: '범죄자', 2866: '이를', 2867: '축구', 2868: '끝나', 2869: '.,', 2870: '별하나', 2871: '다세포', 2872: '어렵다', 2873: '좋을듯', 2874: '극단', 2875: '단점', 2876: '울리는', 2877: '최소한', 2878: '윌리스', 2879: '내일', 2880: '만들어서', 2881: '리지', 2882: '게스트', 2883: '스티븐', 2884: '역사상', 2885: '어쩌면', 2886: '열자', 2887: '재미있었음', 2888: '거품', 2889: '고뇌', 2890: '마약', 2891: '황당', 2892: '최고봉', 2893: '할거', 2894: '탄탄하고', 2895: '않아요', 2896: '적절한', 2897: '알겠다', 2898: '부정', 2899: '재미있는데', 2900: '듣기', 2901: '컷', 2902: '할리우드', 2903: '몽환', 2904: '아치', 2905: '강력', 2906: '추', 2907: '찾아서', 2908: '빛나는', 2909: '와도', 2910: '한국판', 2911: '하고는', 2912: '죽어', 2913: '성적', 2914: '곧', 2915: '했어', 2916: '코메디', 2917: '그렇지만', 2918: '무한', 2919: '흡입', 2920: 'ㅄ', 2921: '놀라운', 2922: 'of', 2923: '사용', 2924: '싸우는', 2925: '때매', 2926: '인게', 2927: '평소', 2928: '좋았을', 2929: '찾는', 2930: '왜곡', 2931: '담아', 2932: '오프닝', 2933: '실험', 2934: '잇', 2935: '파리', 2936: '경우', 2937: '즐겨', 2938: '염', 2939: 'd', 2940: '온다', 2941: '정우성', 2942: '소중함을', 2943: 'a', 2944: '도데', 2945: '않았던', 2946: '만들어라', 2947: '게뭐', 2948: '..!', 2949: '절망', 2950: '송강호', 2951: '보고있어요', 2952: '빠져서', 2953: '샘', 2954: '끝나서', 2955: '봤고', 2956: '재미있었습니다', 2957: '깡패', 2958: '리가', 2959: '나오네요', 2960: '널', 2961: '좋아하지만', 2962: '왔습니다', 2963: '버튼', 2964: '진지하게', 2965: '중년', 2966: '필요없음', 2967: '다르다', 2968: '명복', 2969: '쩔어', 2970: '콩', 2971: '무리', 2972: '놀랐다', 2973: '공룡', 2974: '최소', 2975: '전하', 2976: '담긴', 2977: '쉽지', 2978: '슈퍼', 2979: '알았네', 2980: '글자', 2981: '뻔했다', 2982: '이해도', 2983: '장점', 2984: '향수', 2985: '힘들', 2986: '먹은', 2987: '라스트', 2988: '깨알', 2989: '흉내', 2990: '여신', 2991: '역량', 2992: '왔는데', 2993: '감도', 2994: '치유', 2995: '괜찮게', 2996: '`', 2997: '졸업', 2998: '범', 2999: '나간', 3000: '아닌것', 3001: 'Good', 3002: '하길', 3003: '배급사', 3004: '군인', 3005: '만화영화', 3006: '킬링', 3007: '서부', 3008: '판이', 3009: '폭풍', 3010: '이구나', 3011: '하자는', 3012: '잊을수', 3013: '왤케', 3014: '매미', 3015: '우선', 3016: '왠만한', 3017: '부인', 3018: '밖', 3019: '담은', 3020: '겉멋', 3021: '독일', 3022: '할지', 3023: '버', 3024: '1년', 3025: 'ㅎㄷㄷ', 3026: '멋있는', 3027: '완벽', 3028: '우연', 3029: '볼거', 3030: '유치해서', 3031: '드니', 3032: 'T', 3033: '미스', 3034: '풋풋한', 3035: '잉', 3036: '느껴', 3037: '씹', 3038: '에서만', 3039: '바닥', 3040: '보고있는데', 3041: '라기', 3042: '액션씬', 3043: '앙', 3044: '거지같은', 3045: '파격', 3046: '나루토', 3047: '극적', 3048: '정부', 3049: '커', 3050: '영화사', 3051: '화장실', 3052: '방해', 3053: '봤는지', 3054: '선생', 3055: '뭐라고', 3056: '지옥', 3057: '하기도', 3058: '내게', 3059: '보느니', 3060: '류승범', 3061: '재미있어', 3062: '보고싶은데', 3063: '상대', 3064: '진지한', 3065: '캐릭', 3066: '케이', 3067: '했었는데', 3068: '절대로', 3069: '멍', 3070: '멋있고', 3071: '유지', 3072: '알려', 3073: '절로', 3074: '낮네요', 3075: '아만다', 3076: '향연', 3077: '중딩', 3078: '한순간', 3079: '직업', 3080: '모르지만', 3081: '서도', 3082: '도시', 3083: '돋는', 3084: '처리', 3085: '거짓', 3086: '정상', 3087: '든지', 3088: '존스', 3089: '미도', 3090: '싶어서', 3091: '만들었나', 3092: '생명', 3093: '중국영화', 3094: '단편', 3095: '어이없다', 3096: '한가지', 3097: '부족함', 3098: '귀여워요', 3099: '언젠가', 3100: '1회', 3101: '아프고', 3102: '서울', 3103: '아오이', 3104: '없던', 3105: '에가', 3106: '위트', 3107: '분장', 3108: '가히', 3109: '쭉', 3110: '미녀', 3111: '비호감', 3112: 'you', 3113: '동네', 3114: '녀석', 3115: '그대', 3116: '에서나', 3117: '뜬금없이', 3118: '본것', 3119: '하나님', 3120: '2년', 3121: '맡은', 3122: '해보게', 3123: '만큼이나', 3124: '년전', 3125: '유쾌하게', 3126: '좋았을텐데', 3127: '산만하고', 3128: '도중', 3129: '안해', 3130: '했', 3131: '넘어', 3132: '대에', 3133: '아쉬워요', 3134: '하는듯', 3135: '매번', 3136: '부로', 3137: '했지', 3138: '똑같이', 3139: '별거', 3140: '놀이', 3141: '뒤죽박죽', 3142: '찬양', 3143: '속지', 3144: '무거운', 3145: '됐는데', 3146: '노인', 3147: '이구만', 3148: '괜찮았음', 3149: '아쉽', 3150: '절제', 3151: '봤나', 3152: '땀', 3153: '하라', 3154: '비행기', 3155: 'ㅜㅠ', 3156: '부활', 3157: '울었어요', 3158: '인듯', 3159: '낭만', 3160: '인걸', 3161: '하려', 3162: '교회', 3163: '추합니다', 3164: '광구', 3165: '좋겠습니다', 3166: '엄청나게', 3167: '소화', 3168: '정리', 3169: '배꼽', 3170: '신하균', 3171: '있었으면', 3172: '높지', 3173: '소통', 3174: '한심하다', 3175: '무재', 3176: '재난', 3177: '멋짐', 3178: '순수하고', 3179: '명불허전', 3180: '순위', 3181: '만세', 3182: '강동원', 3183: '알파', 3184: '되었습니다', 3185: '좋네', 3186: '느끼고', 3187: '오글거리는', 3188: '원숭이', 3189: '허무한', 3190: '본질', 3191: '줘도', 3192: '드문', 3193: '무간도', 3194: '권력', 3195: '가능성', 3196: '잊고', 3197: '식이', 3198: '갖다', 3199: '답답하다', 3200: 'EBS', 3201: '이안', 3202: '이별', 3203: '짜증나게', 3204: '괜찮네요', 3205: '지나', 3206: '일듯', 3207: '들게', 3208: '년도', 3209: '예측', 3210: '나을듯', 3211: '세대', 3212: '있었고', 3213: '★', 3214: '쓰지', 3215: '많네', 3216: '공유', 3217: '의외', 3218: '일지', 3219: '전성기', 3220: '잔인함', 3221: '회사', 3222: '고증', 3223: '쟁이', 3224: '대부', 3225: '각자', 3226: '강간', 3227: '쌍', 3228: '다해', 3229: '어이없음', 3230: '중학생', 3231: '받았다', 3232: '된다는', 3233: '칭찬', 3234: '박보영', 3235: '빠', 3236: '짬뽕', 3237: '변신', 3238: '백인', 3239: '보고싶어요', 3240: '랑은', 3241: '오글오글', 3242: '1등', 3243: '구만', 3244: '잊지못', 3245: '추가', 3246: '명연기', 3247: '소개', 3248: '2000년', 3249: '말씀', 3250: '솔', 3251: '수록', 3252: '낮은지', 3253: '형식', 3254: '모른다', 3255: '멋져요', 3256: '제작자', 3257: '싶었다', 3258: '무어', 3259: '닥', 3260: '몰라', 3261: '비록', 3262: '석', 3263: '믿음', 3264: '어떻', 3265: '부탁', 3266: 'ㅈㄴ', 3267: '망친', 3268: '다는', 3269: '역겨운', 3270: '찌질', 3271: '모로', 3272: '90분', 3273: '문득', 3274: '50', 3275: '~~^^', 3276: '보나', 3277: '15년', 3278: '만든거', 3279: '기획', 3280: '진한', 3281: '치노', 3282: '부는', 3283: '연습', 3284: '광기', 3285: '준것', 3286: '낼', 3287: '빕니다', 3288: '아무나', 3289: '난무', 3290: '커버', 3291: '나음', 3292: '과대', 3293: '엽기', 3294: '밀', 3295: '선사', 3296: '두운', 3297: '되었는데', 3298: '피아노', 3299: '타란티노', 3300: '쯧쯧', 3301: '이상해', 3302: '로움', 3303: '기대하지', 3304: '일주일', 3305: '모르겠네', 3306: '이기도', 3307: '부산', 3308: '장애인', 3309: '어울리지', 3310: '고인', 3311: '본능', 3312: '줄수', 3313: '아마추어', 3314: '블랙코미디', 3315: '가나', 3316: '흔', 3317: '뎅', 3318: '합', 3319: '웃겨서', 3320: '가야', 3321: '놀란', 3322: '속이', 3323: '워낙', 3324: '섬세한', 3325: '권상우', 3326: '나무', 3327: '보았던', 3328: '베일', 3329: '한지', 3330: '없는듯', 3331: '스타워즈', 3332: '어설프다', 3333: '잃은', 3334: '선수', 3335: '국어', 3336: '디카프리오', 3337: '스파이더맨', 3338: '보는것', 3339: '스필버그', 3340: '시종일관', 3341: '미학', 3342: '하지도', 3343: '하면서도', 3344: '반응', 3345: '징', 3346: '줬다', 3347: '까지만', 3348: '만들수', 3349: '최후', 3350: '보고나니', 3351: '멜로영화', 3352: '구로', 3353: '싶습니다', 3354: '아니잖아', 3355: '?..', 3356: '답답', 3357: '상이', 3358: '고문', 3359: '아누', 3360: '국', 3361: '조선', 3362: '아닌가요', 3363: '낮', 3364: '호불호', 3365: '상식', 3366: '디테일', 3367: '찍는', 3368: '출연자', 3369: '유치해', 3370: '싸', 3371: '즐거움', 3372: '애정', 3373: '도둑', 3374: '티나', 3375: '사랑스럽고', 3376: '아이유', 3377: '닥치고', 3378: '늦게', 3379: '미스터리', 3380: '싫어', 3381: '나게', 3382: '낫겠다', 3383: '재밌었던', 3384: '않습니다', 3385: '필요한가', 3386: '떡', 3387: '역겹다', 3388: '너희', 3389: '리암', 3390: '커서', 3391: '하시길', 3392: '재미있었는데', 3393: '풀', 3394: '재미없네요', 3395: '설', 3396: '유아', 3397: '멋지게', 3398: '가까운', 3399: '반영', 3400: '뎀', 3401: '구분', 3402: '오로지', 3403: '느껴졌다', 3404: '살이', 3405: '부터는', 3406: '남자배우', 3407: '혁명', 3408: '민족', 3409: '맞음', 3410: '찬사', 3411: '냈다', 3412: '레옹', 3413: '슈퍼맨', 3414: '심사', 3415: '아니었다', 3416: '주세요', 3417: '웃었다', 3418: '페이크', 3419: '연관', 3420: '잼있네요', 3421: '아닌거', 3422: '클', 3423: '좋으나', 3424: '본격', 3425: '외국인', 3426: '빠지게', 3427: '개는', 3428: '산다', 3429: '케미', 3430: '특집', 3431: '명장', 3432: '우린', 3433: '뭐랄까', 3434: '돋는다', 3435: '가라', 3436: '데이빗', 3437: '감은', 3438: '국산', 3439: '간지', 3440: '순수', 3441: '맞나', 3442: '할수있는', 3443: '살려', 3444: '행복하게', 3445: '다시금', 3446: '호흡', 3447: '웃기는', 3448: '연상', 3449: '홀로', 3450: '작화', 3451: '사랑스럽다', 3452: '허나', 3453: '일반인', 3454: '주고싶다', 3455: '차승원', 3456: '트리', 3457: '가게', 3458: '진창', 3459: '당장', 3460: '남친', 3461: '고독', 3462: '한석규', 3463: '너무하네', 3464: '만드냐', 3465: '성과', 3466: '공주', 3467: '안되', 3468: '리도', 3469: '마저도', 3470: '신화', 3471: '40분', 3472: 's', 3473: '객관', 3474: '싫은', 3475: '맞추기', 3476: '무섭지', 3477: '있으나', 3478: '다른사람', 3479: '강아지', 3480: '돌', 3481: '능가', 3482: '봤다는', 3483: '되어서', 3484: '심하다', 3485: '나면', 3486: '무섭게', 3487: '쏘우', 3488: '섬', 3489: '초월', 3490: '화질', 3491: '상징', 3492: '없어도', 3493: '적당한', 3494: '엄정화', 3495: '끝남', 3496: '로빈', 3497: '정점', 3498: '올레', 3499: '안타까', 3500: '덩어리', 3501: '...^^', 3502: '적당', 3503: '가짜', 3504: '클래식', 3505: '아바타', 3506: '4.44', 3507: '비쥬', 3508: '킬러', 3509: '짜집기', 3510: '스릴러물', 3511: '마찬가지', 3512: '깔끔한', 3513: '만들었냐', 3514: '실', 3515: '시키고', 3516: '않았음', 3517: '스포츠', 3518: '버리지', 3519: '니콜라스', 3520: '나왔음', 3521: '수면제', 3522: '남는게', 3523: '업', 3524: '보고싶네요', 3525: '하신', 3526: '가까이', 3527: '화중', 3528: '머냐', 3529: '독특하고', 3530: '대단', 3531: '믿을', 3532: '할것', 3533: '아우', 3534: '스텝', 3535: 'ㅂ', 3536: '쓰는데', 3537: '빠순이', 3538: '첨으로', 3539: '꿀', 3540: '뭣', 3541: '거임', 3542: '아담', 3543: '해지', 3544: '없었는데', 3545: '메이', 3546: '하지마', 3547: '장진', 3548: '클라라', 3549: '되길', 3550: 'ㅜㅜㅜ', 3551: '인권', 3552: '잡는', 3553: '하는것도', 3554: '이러지', 3555: '아깝습니다', 3556: '원조', 3557: '대는', 3558: '된게', 3559: '안되네', 3560: '...........', 3561: '위주', 3562: '행', 3563: '봤어', 3564: '시체', 3565: '이었고', 3566: '포드', 3567: '찍어', 3568: '미스캐스팅', 3569: '보려', 3570: '충분한', 3571: '고등학생', 3572: '나로', 3573: '기전', 3574: '아쉬울', 3575: '->', 3576: '!!!!!!', 3577: '이상하다', 3578: '흑백', 3579: '슨', 3580: '눈치', 3581: '전문', 3582: '장소', 3583: '영구', 3584: '사람과', 3585: '리기', 3586: '택시', 3587: '드네', 3588: 'ㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋ', 3589: '혼란', 3590: '하지말고', 3591: '나올까', 3592: '터짐', 3593: '미안하다', 3594: '이드', 3595: '볼라', 3596: '~~!!', 3597: '인식', 3598: 'bb', 3599: '우드', 3600: '역작', 3601: '조잡한', 3602: '김희선', 3603: '깜놀', 3604: '미달', 3605: '다이하드', 3606: '포함', 3607: '느껴지지', 3608: '떄', 3609: '허무', 3610: '지식', 3611: '믿기지', 3612: '맞다', 3613: '검사', 3614: '납득', 3615: 'is', 3616: '왕조현', 3617: '망할', 3618: '김수현', 3619: '에바', 3620: '였지', 3621: '오직', 3622: '천사', 3623: '아니라면', 3624: 'bad', 3625: '...!', 3626: '사과', 3627: '있겠지만', 3628: '난해한', 3629: '돌아', 3630: '잇어요', 3631: '멋져', 3632: '당하는', 3633: '벨', 3634: '미스테리', 3635: '동감', 3636: '지지', 3637: '돌아보게', 3638: '해줘서', 3639: '일부', 3640: '싫어하는', 3641: '다니는', 3642: '인연', 3643: '않네', 3644: '아까워요', 3645: '태국', 3646: '하기에는', 3647: '유치원', 3648: '공연', 3649: '외면', 3650: '주가', 3651: '스펙', 3652: '모욕', 3653: '놓은', 3654: '힘들었다', 3655: '맙시', 3656: '세트', 3657: '구조', 3658: '관리', 3659: '들지', 3660: '싸이코패스', 3661: '온갖', 3662: '테이큰', 3663: '주인', 3664: '마누라', 3665: '한동안', 3666: '한효주', 3667: '시험', 3668: '재앙', 3669: '로맨틱코미디', 3670: '망치', 3671: '웃겼다', 3672: '목사', 3673: '짱짱맨', 3674: '당할', 3675: '농담', 3676: '껐다', 3677: '터지는', 3678: '되어야', 3679: '데이', 3680: '세계관', 3681: '보는줄', 3682: '넘치고', 3683: '마블', 3684: '난후', 3685: '납니다', 3686: '좋더라', 3687: '좋아하네요', 3688: '스러', 3689: '승부', 3690: '볼까', 3691: '떡밥', 3692: '알바생', 3693: '했다가', 3694: '청년', 3695: 'ㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋ', 3696: '파워', 3697: '기발한', 3698: '같다는', 3699: '뜨', 3700: '질문', 3701: '만들었으면', 3702: '소름끼치는', 3703: '될것', 3704: '않아도', 3705: '있는듯', 3706: '폼', 3707: '해본', 3708: '옥', 3709: '잇다', 3710: '넹', 3711: '뻔하다', 3712: '찍', 3713: '픽사', 3714: '음향', 3715: '머릿속', 3716: '거듭', 3717: '만난', 3718: '뉴스', 3719: '하기가', 3720: '섹시', 3721: '우는', 3722: '.\"', 3723: '뻔함', 3724: '소품', 3725: '참여', 3726: '어울림', 3727: '성형', 3728: '타인', 3729: '엔딩크레딧', 3730: '하는구나', 3731: '억지스럽고', 3732: '해놓고', 3733: '톤', 3734: '롱', 3735: '애니매이션', 3736: '어쨌든', 3737: '예고', 3738: '어차피', 3739: '시골', 3740: '로운', 3741: '에로물', 3742: '김혜수', 3743: '있었음', 3744: '저희', 3745: '마을', 3746: '만들었네', 3747: '였어', 3748: '어째', 3749: '주위', 3750: '3시간', 3751: '-_-;;', 3752: '볼것', 3753: '안될', 3754: '기억나는', 3755: '바란다', 3756: '조지', 3757: '느낀다', 3758: '라스', 3759: '만화가', 3760: '나오나', 3761: '재방송', 3762: '짱구', 3763: '아련한', 3764: '색채', 3765: '살리지', 3766: '강요', 3767: '신부', 3768: '유혹', 3769: '있는가', 3770: '미치는', 3771: '반감', 3772: '불쌍해', 3773: '애인', 3774: '대역', 3775: '기사', 3776: '렉', 3777: '두고두고', 3778: '살때', 3779: '편하게', 3780: '종', 3781: '완벽하게', 3782: '하시고', 3783: '상큼', 3784: '좋아하시는', 3785: '러셀', 3786: '차별', 3787: '^-^', 3788: '닷', 3789: '누님', 3790: '스콧', 3791: '여지', 3792: '장애', 3793: '슬프네요', 3794: '완벽하다', 3795: '학살', 3796: '싶다면', 3797: '헉', 3798: '최민수', 3799: '껴', 3800: '볼줄', 3801: '어설프게', 3802: '대학', 3803: '더욱더', 3804: '향기', 3805: '층', 3806: '해야하나', 3807: '하는가', 3808: '복선', 3809: '재치', 3810: '구석', 3811: '환자', 3812: '사이코', 3813: '제시카', 3814: '지극히', 3815: '박찬욱', 3816: '않으면', 3817: '높은지', 3818: '전라도', 3819: '삶은', 3820: '자랑', 3821: '살아있는', 3822: '흘러가는', 3823: '동양', 3824: '된다고', 3825: '뛰어넘는', 3826: '끈', 3827: '빠져들게', 3828: '이럼', 3829: '많음', 3830: '입고', 3831: '부를', 3832: '아니네요', 3833: '먹기', 3834: '되냐', 3835: '광', 3836: '아깝다는', 3837: '러브스토리', 3838: '멀리', 3839: '재미없었음', 3840: '치료', 3841: '그런거', 3842: '색깔', 3843: '지루했음', 3844: '될수', 3845: '숨은', 3846: '잔인하고', 3847: '이상함', 3848: '들의', 3849: '송승헌', 3850: '손예진', 3851: '차태현', 3852: '잇고', 3853: '남고', 3854: '원주율', 3855: '세련된', 3856: '였으면', 3857: '!~', 3858: '곤', 3859: '콜린', 3860: '잼있는', 3861: '깨달음', 3862: '홧팅', 3863: '둔', 3864: '하고도', 3865: '추격', 3866: '대상', 3867: '전지현', 3868: '..!!', 3869: '예수', 3870: '자본', 3871: '설경구', 3872: '오해', 3873: '꼽', 3874: '절반', 3875: '나왔던', 3876: '기억난다', 3877: '영활', 3878: '가네', 3879: '원하는', 3880: '피디', 3881: '새삼', 3882: '하더라', 3883: '걸린', 3884: '내는', 3885: '싶음', 3886: '높네', 3887: '모독', 3888: '슬퍼', 3889: '시장', 3890: '람보', 3891: '정화', 3892: '정선', 3893: '피식', 3894: '사무라이', 3895: '레이첼', 3896: '봐야겠다', 3897: '버릴', 3898: '군더더기', 3899: '있어도', 3900: '재밋네', 3901: '오지', 3902: '억지스런', 3903: '의해', 3904: '진영화', 3905: '부담', 3906: '답답해', 3907: '살렸다', 3908: '평화', 3909: '회상', 3910: '들아', 3911: '웃다가', 3912: '...(', 3913: '로드', 3914: '백배', 3915: '고작', 3916: '가식', 3917: '이정재', 3918: 'ㅓ', 3919: '재방', 3920: '박평', 3921: '없으니', 3922: '젊은이', 3923: '크리스찬', 3924: '싶었던', 3925: '하고싶은', 3926: '갖춘', 3927: '없구', 3928: '안되서', 3929: '찌', 3930: '힙합', 3931: '주온', 3932: '황정민', 3933: '신세계', 3934: '오랫동안', 3935: '만든것', 3936: '언어', 3937: '외로움', 3938: '크레딧', 3939: '출현', 3940: '통쾌한', 3941: '60년', 3942: '재미있어서', 3943: '매주', 3944: '하고싶다', 3945: '웃긴다', 3946: '킹', 3947: '대학생', 3948: '오그라드는', 3949: '주원', 3950: '밋밋한', 3951: '혹', 3952: '할려고', 3953: '가관', 3954: '납치', 3955: '토니', 3956: '까는', 3957: '구혜선', 3958: '웬만하면', 3959: '우롱', 3960: '신비', 3961: '잼나요', 3962: '주관', 3963: '엑스맨', 3964: '맞게', 3965: '왕자', 3966: '재밌었습니다', 3967: '5년', 3968: '의견', 3969: '마시고', 3970: '대하', 3971: '낀', 3972: '하던가', 3973: '에드', 3974: '디테', 3975: '건데', 3976: '하기에', 3977: '김구라', 3978: '하더니', 3979: '번역', 3980: '수십', 3981: '신도', 3982: '겨울왕국', 3983: '클라스', 3984: '개똥', 3985: '고어', 3986: '썩', 3987: '도라에몽', 3988: 'OOOO', 3989: '도를', 3990: '중후', 3991: '방황', 3992: '고맙습니다', 3993: '반도', 3994: '울림', 3995: '왕가위', 3996: '흥미롭게', 3997: '작전', 3998: '싶었는데', 3999: '해외'}\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ULWKOtsONJEn",
        "outputId": "aca09d30-74e3-4ea6-adc0-f35eb1ae1459"
      },
      "source": [
        "x = np.array(encoded_reviews)\n",
        "print(x.shape)\n",
        "\n",
        "y = labels\n",
        "print(y.shape)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(200000, 128)\n",
            "(200000,)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QV3tzw-_7_mJ"
      },
      "source": [
        "# 모델 학습"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "OHygtKvxWajN"
      },
      "source": [
        "## 데이터 준비"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "tW-CSluWFYOl"
      },
      "source": [
        "from sklearn.model_selection import train_test_split\n",
        "\n",
        "train_x, test_x, train_y, test_y = train_test_split(x, y, test_size=0.2, shuffle=True)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "WFMO4vuEUGKE",
        "outputId": "68149fa0-3ee6-4ab3-a214-476cde015363"
      },
      "source": [
        "print(train_x.shape)\n",
        "print(train_y.shape)\n",
        "print(test_x.shape)\n",
        "print(test_y.shape)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(160000, 128)\n",
            "(160000,)\n",
            "(40000, 128)\n",
            "(40000,)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "byj8Sz89W18q"
      },
      "source": [
        "## 학습 실행"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3H1M9-jogekW",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "9314035b-6c0f-45e6-82a0-5859fe7dfb22"
      },
      "source": [
        "from tensorflow.keras.preprocessing import sequence\n",
        "from tensorflow.keras import Sequential\n",
        "from tensorflow.keras.layers import Input, Dense, Dropout, Activation, BatchNormalization\n",
        "from tensorflow.keras.layers import Embedding\n",
        "from tensorflow.keras.layers import Conv1D, GlobalMaxPooling1D, Bidirectional, LSTM\n",
        "\n",
        "EMBEDDING_SIZE = 64\n",
        "\n",
        "model = Sequential()\n",
        "model.add(Input(SEQ_LENGTH))\n",
        "model.add(Embedding(VOCA_SIZE, EMBEDDING_SIZE))\n",
        "model.add(BatchNormalization())\n",
        "model.add(Bidirectional(LSTM(64)))\n",
        "model.add(Dense(250, activation=\"relu\"))\n",
        "model.add(BatchNormalization())\n",
        "model.add(Dense(1, activation=\"sigmoid\"))\n",
        "\n",
        "model.compile(loss='binary_crossentropy', optimizer='adam', metrics=['accuracy'])\n",
        "model.summary()\n",
        "\n",
        "model.fit(train_x, train_y, batch_size=32, epochs=5, validation_split=0.1)\n",
        "\n",
        "# Evaluation\n",
        "loss, acc = model.evaluate(test_x, test_y)\n",
        "print(\"loss =\", loss)\n",
        "print(\"acc =\", acc)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Model: \"sequential\"\n",
            "_________________________________________________________________\n",
            " Layer (type)                Output Shape              Param #   \n",
            "=================================================================\n",
            " embedding (Embedding)       (None, 128, 64)           256000    \n",
            "                                                                 \n",
            " batch_normalization (BatchN  (None, 128, 64)          256       \n",
            " ormalization)                                                   \n",
            "                                                                 \n",
            " bidirectional (Bidirectiona  (None, 128)              66048     \n",
            " l)                                                              \n",
            "                                                                 \n",
            " dense (Dense)               (None, 250)               32250     \n",
            "                                                                 \n",
            " batch_normalization_1 (Batc  (None, 250)              1000      \n",
            " hNormalization)                                                 \n",
            "                                                                 \n",
            " dense_1 (Dense)             (None, 1)                 251       \n",
            "                                                                 \n",
            "=================================================================\n",
            "Total params: 355,805\n",
            "Trainable params: 355,177\n",
            "Non-trainable params: 628\n",
            "_________________________________________________________________\n",
            "Epoch 1/5\n",
            "4500/4500 [==============================] - 88s 16ms/step - loss: 0.4016 - accuracy: 0.8124 - val_loss: 0.3508 - val_accuracy: 0.8416\n",
            "Epoch 2/5\n",
            "4500/4500 [==============================] - 65s 14ms/step - loss: 0.3435 - accuracy: 0.8451 - val_loss: 0.3353 - val_accuracy: 0.8511\n",
            "Epoch 3/5\n",
            "4500/4500 [==============================] - 65s 14ms/step - loss: 0.3151 - accuracy: 0.8597 - val_loss: 0.3325 - val_accuracy: 0.8504\n",
            "Epoch 4/5\n",
            "4500/4500 [==============================] - 65s 14ms/step - loss: 0.2868 - accuracy: 0.8744 - val_loss: 0.3904 - val_accuracy: 0.8355\n",
            "Epoch 5/5\n",
            "4500/4500 [==============================] - 65s 14ms/step - loss: 0.2607 - accuracy: 0.8869 - val_loss: 0.3555 - val_accuracy: 0.8436\n",
            "1250/1250 [==============================] - 8s 6ms/step - loss: 0.3630 - accuracy: 0.8411\n",
            "loss = 0.3629729151725769\n",
            "acc = 0.8410750031471252\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "PvnNncG_3p87"
      },
      "source": [
        "## 분류 실행"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "RNsQMfcjV5T8",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "c079625f-46ef-4fe9-dc4b-4cf763d2bbe8"
      },
      "source": [
        "def do_classify(test_text):\n",
        "  tokenized_text = tokenize([test_text])\n",
        "  encoded_text = encode(tokenized_text, word2index)\n",
        "  model_input = np.array(encoded_text)\n",
        "  y_ = model.predict(model_input)\n",
        "  predicted = \"긍정\" if y_>0.5 else \"부정\"\n",
        "\n",
        "  print(test_text, \"-->\", predicted, \",score :\",y_[0][0])\n",
        "\n",
        "do_classify(\"여운이 많이 남는 영화\")\n",
        "do_classify(\"여운이 많이 남는 영화. 스토리 전개는 뻔함.\")\n",
        "do_classify(\"여운이 많이 남는 영화. 스토리 전개는 뻔함. 시간 때우기 용\")\n",
        "do_classify(\"여운이 많이 남는 영화. 스토리 전개는 뻔함. 시간 때우기 용, 비추.\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "여운이 많이 남는 영화 --> 긍정 ,score : 0.98981947\n",
            "여운이 많이 남는 영화. 스토리 전개는 뻔함. --> 긍정 ,score : 0.8795934\n",
            "여운이 많이 남는 영화. 스토리 전개는 뻔함. 시간 때우기 용 --> 부정 ,score : 0.4699871\n",
            "여운이 많이 남는 영화. 스토리 전개는 뻔함. 시간 때우기 용, 비추. --> 부정 ,score : 0.10734609\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "zvmMNRKX9f6w"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}