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          "text": [
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            "Collecting Sastrawi\n",
            "  Downloading Sastrawi-1.0.1-py2.py3-none-any.whl.metadata (909 bytes)\n",
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            "\u001b[?25hInstalling collected packages: Sastrawi\n",
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            "Collecting https://github.com/egbertbouman/youtube-comment-downloader/archive/master.zip\n",
            "  Downloading https://github.com/egbertbouman/youtube-comment-downloader/archive/master.zip\n",
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            "\u001b[?25h  Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
            "  Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
            "  Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
            "Collecting dateparser (from youtube-comment-downloader==0.1)\n",
            "  Downloading dateparser-1.2.1-py3-none-any.whl.metadata (29 kB)\n",
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            "\u001b[?25hBuilding wheels for collected packages: youtube-comment-downloader\n",
            "  Building wheel for youtube-comment-downloader (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
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            "Successfully built youtube-comment-downloader\n",
            "Installing collected packages: dateparser, youtube-comment-downloader\n",
            "Successfully installed dateparser-1.2.1 youtube-comment-downloader-0.1\n",
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          ]
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      ],
      "source": [
        "# Install package (hanya perlu sekali saat awal di colab)\n",
        "!pip install wordcloud\n",
        "!pip install Sastrawi\n",
        "!pip install pandas\n",
        "!pip install https://github.com/egbertbouman/youtube-comment-downloader/archive/master.zip\n",
        "!pip install imbalanced-learn\n",
        "\n",
        "# Import libraries\n",
        "import pandas as pd\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "import re\n",
        "from itertools import islice\n",
        "from wordcloud import WordCloud\n",
        "from sklearn.feature_extraction.text import CountVectorizer\n",
        "from sklearn.model_selection import train_test_split\n",
        "from sklearn.naive_bayes import MultinomialNB\n",
        "from sklearn.ensemble import RandomForestClassifier\n",
        "from sklearn.metrics import accuracy_score, classification_report\n",
        "from imblearn.over_sampling import SMOTE\n",
        "from Sastrawi.Stemmer.StemmerFactory import StemmerFactory\n",
        "from Sastrawi.StopWordRemover.StopWordRemoverFactory import StopWordRemoverFactory, StopWordRemover, ArrayDictionary\n",
        "from Sastrawi import *\n",
        "from youtube_comment_downloader import YoutubeCommentDownloader"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Ambil data dari komentar youtube"
      ],
      "metadata": {
        "id": "KBMaMJAU6mnI"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from youtube_comment_downloader import *\n",
        "try:\n",
        "    downloader = YoutubeCommentDownloader()\n",
        "except NameError:\n",
        "    !pip install https://github.com/egbertbouman/youtube-comment-downloader/archive/master.zip\n",
        "    downloader = YoutubeCommentDownloader()\n",
        "\n",
        "video_urls = [\n",
        "    'https://www.youtube.com/watch?v=cWE1WcQRskY',\n",
        "    'https://www.youtube.com/watch?v=u-iBpVyT6FQ',\n",
        "    'https://www.youtube.com/watch?v=P_u1Je7lKnE',\n",
        "    'https://www.youtube.com/watch?v=2YEC1D6amiw'\n",
        "]\n",
        "\n",
        "comments = []\n",
        "downloader = YoutubeCommentDownloader()\n",
        "\n",
        "for url in video_urls:\n",
        "    print(f\"Mengambil komentar dari: {url}\")\n",
        "    comments_data = downloader.get_comments_from_url(url)\n",
        "    for comment in islice(comments_data, 1000):\n",
        "        comments.append(comment['text'])\n",
        "\n",
        "data = pd.DataFrame({'comment_text': comments})\n"
      ],
      "metadata": {
        "id": "J5CCP6GvOC-B",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "a399d2f9-2a7a-4fa7-d775-e3a50b5fe949"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mengambil komentar dari: https://www.youtube.com/watch?v=cWE1WcQRskY\n",
            "Mengambil komentar dari: https://www.youtube.com/watch?v=u-iBpVyT6FQ\n",
            "Mengambil komentar dari: https://www.youtube.com/watch?v=P_u1Je7lKnE\n",
            "Mengambil komentar dari: https://www.youtube.com/watch?v=2YEC1D6amiw\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "data.dtypes"
      ],
      "metadata": {
        "id": "Fo2pNaCdPmGX",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 115
        },
        "outputId": "81782f8f-10c4-475f-a67d-aba77011b00f"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "comment_text    object\n",
              "dtype: object"
            ],
            "text/html": [
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              "  </tbody>\n",
              "</table>\n",
              "</div><br><label><b>dtype:</b> object</label>"
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          "metadata": {},
          "execution_count": 4
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      "source": [
        "data.shape"
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      "execution_count": null,
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            "text/plain": [
              "(3970, 1)"
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          "metadata": {},
          "execution_count": 5
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      "source": [
        "data.isnull().sum()\n",
        "data = data.dropna()"
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      "metadata": {
        "id": "8KCc7LVESUDy"
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      "execution_count": null,
      "outputs": []
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      "cell_type": "code",
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        "data.duplicated().sum()"
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              "np.int64(40)"
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          "execution_count": 7
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        "data.describe()\n"
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        {
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            "text/plain": [
              "                                             comment_text\n",
              "count                                                3970\n",
              "unique                                               3930\n",
              "top     teman2nya semua palsu juga itu wong ijazahnya ...\n",
              "freq                                                    6"
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              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "      <script>\n",
              "        async function quickchart(key) {\n",
              "          const quickchartButtonEl =\n",
              "            document.querySelector('#' + key + ' button');\n",
              "          quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "          quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "          try {\n",
              "            const charts = await google.colab.kernel.invokeFunction(\n",
              "                'suggestCharts', [key], {});\n",
              "          } catch (error) {\n",
              "            console.error('Error during call to suggestCharts:', error);\n",
              "          }\n",
              "          quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "          quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "        }\n",
              "        (() => {\n",
              "          let quickchartButtonEl =\n",
              "            document.querySelector('#df-8818d200-6fda-467a-86ee-8d8990719e80 button');\n",
              "          quickchartButtonEl.style.display =\n",
              "            google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "        })();\n",
              "      </script>\n",
              "    </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"data\",\n  \"rows\": 4,\n  \"fields\": [\n    {\n      \"column\": \"comment_text\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 4,\n        \"samples\": [\n          3930,\n          \"6\",\n          \"3970\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "2. Preprocessing Teks\n"
      ],
      "metadata": {
        "id": "95ovG84RYSjq"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "data.head()\n"
      ],
      "metadata": {
        "id": "xkyS7pmdYTRv",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "outputId": "ad2ab9a0-ed34-4d19-d75b-5caf5033a2cb"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                        comment_text\n",
              "0                   Habisi aja itu yg menuding bapak\n",
              "1  Mgkn selama ini diam . Didiamkan malah menjadi...\n",
              "2         KLO nda mau dihina ya tunjukan ijazamu mul\n",
              "3                     Pastas di hina karna pembohong\n",
              "4                      Berhasil ngibul nya wowo haha"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-b5e5cd40-48d6-40c6-856a-5972ed221ee7\" class=\"colab-df-container\">\n",
              "    <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",
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              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>comment_text</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Habisi aja itu yg menuding bapak</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Mgkn selama ini diam . Didiamkan malah menjadi...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>KLO nda mau dihina ya tunjukan ijazamu mul</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Pastas di hina karna pembohong</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Berhasil ngibul nya wowo haha</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-b5e5cd40-48d6-40c6-856a-5972ed221ee7')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
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              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-b5e5cd40-48d6-40c6-856a-5972ed221ee7 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-b5e5cd40-48d6-40c6-856a-5972ed221ee7');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
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              "\n",
              "\n",
              "    <div id=\"df-0b9f9726-f36c-4595-a697-45f811d4fa9f\">\n",
              "      <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-0b9f9726-f36c-4595-a697-45f811d4fa9f')\"\n",
              "                title=\"Suggest charts\"\n",
              "                style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
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              "    </g>\n",
              "</svg>\n",
              "      </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "      <script>\n",
              "        async function quickchart(key) {\n",
              "          const quickchartButtonEl =\n",
              "            document.querySelector('#' + key + ' button');\n",
              "          quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "          quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "          try {\n",
              "            const charts = await google.colab.kernel.invokeFunction(\n",
              "                'suggestCharts', [key], {});\n",
              "          } catch (error) {\n",
              "            console.error('Error during call to suggestCharts:', error);\n",
              "          }\n",
              "          quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "          quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "        }\n",
              "        (() => {\n",
              "          let quickchartButtonEl =\n",
              "            document.querySelector('#df-0b9f9726-f36c-4595-a697-45f811d4fa9f button');\n",
              "          quickchartButtonEl.style.display =\n",
              "            google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "        })();\n",
              "      </script>\n",
              "    </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "data",
              "summary": "{\n  \"name\": \"data\",\n  \"rows\": 3970,\n  \"fields\": [\n    {\n      \"column\": \"comment_text\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3930,\n        \"samples\": [\n          \"Mingkem dong.... Pepsodenlagi mahal...\",\n          \"Dari bo ol KEROD kalih, ENDASMU suryo suryo dasar panci.\",\n          \"Tag dewa panci\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 9
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "data['text_cleaning'] = data['comment_text'].str.lower()"
      ],
      "metadata": {
        "id": "IL2dnP-JYYD_"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "norm = {\n",
        "    \"tdk\": \"tidak\", \"gk\": \"tidak\", \"ga\": \"tidak\", \"nggak\": \"tidak\", \"gak\": \"tidak\", \"enggak\": \"tidak\",\n",
        "    \"kr\": \"karena\", \"krn\": \"karena\", \"jg\": \"juga\", \"udh\": \"sudah\", \"sdh\": \"sudah\", \"dh\": \"sudah\",\n",
        "    \"lu\": \"kamu\", \"lo\": \"kamu\", \"loe\": \"kamu\", \"elu\": \"kamu\", \"elo\": \"kamu\",\n",
        "    \"yg\": \"yang\", \"dgn\": \"dengan\", \"sm\": \"sama\", \"smua\": \"semua\", \"semua\": \"semua\",\n",
        "    \"tp\": \"tapi\", \"mk\": \"memang\", \"dpt\": \"dapat\", \"dr\": \"dari\", \"drpd\": \"daripada\",\n",
        "    \"lbh\": \"lebih\", \"jd\": \"jadi\", \"sbg\": \"sebagai\", \"hy\": \"hai\", \"bpk\": \"bapak\", \"ibu\": \"ibu\",\n",
        "    \"kak\": \"kakak\", \"adek\": \"adik\", \"adik\": \"adik\", \"mba\": \"mba\", \"mbak\": \"mba\",\n",
        "    \"org\": \"orang\", \"blm\": \"belum\", \"bgt\": \"banget\", \"bener\": \"benar\", \"bner\": \"benar\",\n",
        "    \"gitu\": \"begitu\", \"aja\": \"saja\", \"trs\": \"terus\", \"terusin\": \"teruskan\", \"terusin\": \"teruskan\",\n",
        "    \"bbrp\": \"beberapa\", \"bkn\": \"bukan\", \"klo\": \"kalau\", \"klw\": \"kalau\", \"kl\": \"kalau\",\n",
        "    \"pdhl\": \"padahal\", \"skrg\": \"sekarang\", \"td\": \"tadi\", \"bs\": \"bisa\", \"bsa\": \"bisa\",\n",
        "    \"kok\": \"mengapa\", \"ny\": \"nya\", \"smg\": \"semoga\", \"dl\": \"dulu\", \"sll\": \"selalu\", \"kt\": \"kata\", \"cm\": \"cuma\",\n",
        "    \"km\": \"kamu\", \"gw\": \"saya\", \"gue\": \"saya\", \"ane\": \"saya\", \"saya\": \"saya\",\n",
        "    \"thx\": \"terima kasih\", \"makasih\": \"terima kasih\", \"trims\": \"terima kasih\", \"makasi\": \"terima kasih\",\n",
        "    \"brg\": \"barang\", \"brng\": \"barang\", \"bgtu\": \"begitu\", \"udh\": \"sudah\", \"udh2\": \"sudah-sudah\",\n",
        "    \"dptin\": \"dapatkan\", \"utk\": \"untuk\", \"tq\": \"terima kasih\", \"ok\": \"oke\", \"oke\": \"oke\"\n",
        "}\n",
        "\n",
        "\n",
        "def normalisasi(str_text):\n",
        "  for i in norm:\n",
        "    str_text = str_text.replace(i, norm[i])\n",
        "  return str_text\n",
        "data['text_cleaning'] = data['text_cleaning'].apply(lambda x: normalisasi(x))"
      ],
      "metadata": {
        "id": "in9USaEIYZmP"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import Sastrawi\n",
        "from Sastrawi.StopWordRemover.StopWordRemoverFactory import StopWordRemoverFactory, StopWordRemover, ArrayDictionary\n",
        "more_stop_word = []\n",
        "\n",
        "stop_words = StopWordRemoverFactory().get_stop_words()\n",
        "new_array = ArrayDictionary(stop_words)\n",
        "stop_words_remover_new = StopWordRemover(new_array)\n",
        "\n",
        "def stopword(str_text):\n",
        "  for i in norm:\n",
        "    str_text = stop_words_remover_new.remove(str_text)\n",
        "  return str_text\n",
        "data['text_cleaning'] = data['text_cleaning'].apply(lambda x: stopword(x))\n",
        "data.head()\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "id": "46ofJS2BYc5X",
        "outputId": "cbd5fb8b-67ec-4f92-fcb1-d3f9607bc480"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                        comment_text  \\\n",
              "0                   Habisi aja itu yg menuding bapak   \n",
              "1  Mgkn selama ini diam . Didiamkan malah menjadi...   \n",
              "2         KLO nda mau dihina ya tunjukan ijazamu mul   \n",
              "3                     Pastas di hina karna pembohong   \n",
              "4                      Berhasil ngibul nya wowo haha   \n",
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              "0                              habisi menuding bapak  \n",
              "1  mtidakn selama diam . didiamemangan malah menj...  \n",
              "2          kkamu nda mau dihina tunjukan ijazamu mul  \n",
              "3                        pastas hina karna pembohong  \n",
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          },
          "metadata": {},
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        }
      ]
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    {
      "cell_type": "code",
      "source": [
        "tokenized = data['text_cleaning'].apply(lambda x:x.split())\n",
        "tokenized\n"
      ],
      "metadata": {
        "colab": {
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          "height": 458
        },
        "id": "krVOcuA8Yf33",
        "outputId": "6f2fd230-0d50-4c9c-925c-89714b19f01c"
      },
      "execution_count": null,
      "outputs": [
        {
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          "data": {
            "text/plain": [
              "0                               [habisi, menuding, bapak]\n",
              "1       [mtidakn, selama, diam, ., didiamemangan, mala...\n",
              "2       [kkamu, nda, mau, dihina, tunjukan, ijazamu, mul]\n",
              "3                        [pastas, hina, karna, pembohong]\n",
              "4                    [berhasil, ngibul, nyaa, wowo, haha]\n",
              "                              ...                        \n",
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              "3966    [tanyaa, bro......, kakakamu, tanyaa, roy, sur...\n",
              "3967                       [orang, sakit, hati, boss....]\n",
              "3968    [@nakdesanurhendaria1468, coba, buka, google, ...\n",
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              "</div><br><label><b>dtype:</b> object</label>"
            ]
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          "metadata": {},
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    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\n",
        "from Sastrawi.Stemmer.StemmerFactory import StemmerFactory\n",
        "def stemming(text_cleaning):\n",
        "  factory = StemmerFactory()\n",
        "  stemmer = factory.create_stemmer()\n",
        "  do = []\n",
        "  for w in text_cleaning:\n",
        "    dt = stemmer.stem(w)\n",
        "    do.append(dt)\n",
        "  d_clean = []\n",
        "  d_clean = \" \".join(do)\n",
        "  print(d_clean)\n",
        "  return d_clean\n",
        "\n",
        "tokenized = tokenized.apply(stemming)\n",
        "os.makedirs('/content/sample_data/coment', exist_ok=True)\n",
        "\n",
        "tokenized.to_csv('/content/sample_data/coment/data1.csv', index=False)\n",
        "data_clean = pd.read_csv('/content/sample_data/coment/data1.csv', encoding='latin-1')\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "rkz8kUKmYiv_",
        "outputId": "eea78c84-766e-42b8-93e6-786063696984"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "habis tuding bapak\n",
            "mtidakn lama diam  didiamemangan malah jadi jadi jadi tunggu kelanjutannyaa  siap siap buat tidakduh\n",
            "kkamu nda mau hina tunjuk ijazamu mul\n",
            "pastas hina karna bohong\n",
            "hasil ngibul nyaa wowo haha\n",
            "bekamum tahu siapa hina siapa tipu\n",
            "jauh gelar netidakarenaawan\n",
            "nanyaak ijazah anak kecil suruh orang gila x \n",
            "apa untungnyaa cari tidakarenaa 2 ijazah palsu jelas ribet semantidakata pak bela benar\n",
            "kalian fitnah izasahnyaa palsu lihat asli bicara bebas hina hina nyaa  gilir bawa jakamur hukum ngeyel  jadi maunyaa ingin terus bebas hina hina hinanyaa keren kalian\n",
            "letidak lihat ber 5 lebih kkamu penjara orang darientidaki\n",
            "jelas fakataor benci\n",
            "alkamuh maha besar lawan mo didik apa intinyae 10 tahun jadi president indonesia maju pak jokeowidodo lihat kalau pinter koreksi diri ssaja karna alkamuh maha besar kalau benar benar\n",
            "jurnalis tanyaa ssaja bisaamabang tri pusing\n",
            "betul sekali analisa bapak petlihatkan ssaja sai\n",
            "ketidakduhan kalau langsung lihat ijazah asli selesai\n",
            "tempel ssaja rumah orang kalau punyaa ijazah bangtidak\n",
            "ijazah bukan rahadia netidakarenaa \n",
            "banar rakyat nkarenai ijazah dokeumen pribadi hak privasi hak asazi paksa arti hukum\n",
            "kkamu ngtidakk lapor ngeyel ngtidakk brenti brenti\n",
            "pakar hukum apa siapa kakakamu hina melaporkannyaa\n",
            "bukataikan duka ijasah asli palsu pentidakdilan bila terbukatai palsu selesai bila asli baru mentidakdukan fitnah urutannyaa\n",
            "bikin tidakduh ajh tunjukin kkamu ijasahnyaa asli publik\n",
            "kali cari dapat ahli objekataif adil tak condong belah \n",
            "segera tantidakap adil tu roy soryo si panci cs tukang buat onar penyaebar pitnah uasudah jelas2 bohong\n",
            "bukan ijazah lg sekarenaepsi jutidak kan percuma pa jokeowidodo tunjuk ijazah asli masyarakat\n",
            "nalar ibnu dantidakal\n",
            "tidur nih\n",
            "bela s roy panci cs arti masuk dalam nyaa\n",
            "bayangin ekamu kuliah mahal apalagi kuliah tahun 80an hanyaa orang2 tentu sanggup nyausun skarenaipsi udah setentidakh mati tiba bilang ijasah kamu palsu kira2 kamu marah apa\n",
            "jantidakn lepas pak ini bukan hanyaa hina bapak tapi jutidak hina perjuantidakn orang tua bapak susah payah atidakarena bapak kuliah\n",
            "tantidakap jutidak bikin konferensi penyaidik ijazah tuntut biar semua bicara sembarantidakn publik ramai memakamukan\n",
            "we woke de toke omon omon\n",
            "tingtidakalau bilang ijazahnyaa asli terus bawa bukatai kuitansi udah beres\n",
            "kalau benar punyaa ijazah kan tingtidakalau tunjuk pa trus tuduh masuk penjara kan tidakamupang\n",
            "pakar ngopinyaa kurang kentel mainnyaa kurang jauh\n",
            "jakamur hukum lebih baiik\n",
            "benar pak tindak\n",
            "jamin apa lagonyaangvdiincar\n",
            "bapak nugroho beri sokeamusi tepat mentidakataasi ijasah pak jaka ---- kalau ssaja beliau jadi tri hukum ham -- aman netidakarenaa ---- ruang publik jadi ruwet nyaanyaian p3ng4car4  buzzer rp bernyaanyai m3mb4b1 but4 bela bayar -debatnyaa cari benar masyarakat stress berat -- cari makan sulit -- mendentidakarena ruwet --- akan sini baik --- kamucunyaa punyaa ijasah tuntut pengungtidakh pertama ijasah ijin bukankah kalau mengungtidakh ijasah --- roy kawan2 mentidakarenaitisi ijasah maksud  debet ruwet akh r\n",
            "proff q tau arah bicara kamun pihak siap\n",
            "membukataikan tuduh bro\n",
            "piye toke prabowo ijasah penting indonesia cari kerja indonesia ijah penting\n",
            "contoh hibnu nugroho selintidakuh sama anak samaa nama rahma dibukataikan ahli forensik begitu contohnyaa prof\n",
            "orang pentidakhianat fitnah hoax hina bengis roy suryo tifa risamaun refli riziq rocky rai rantidakuti rais amin faisal asetidakf hukum\n",
            "bumi kamurus emangnyaa tidakarenaisan ntidakku ilmuwan mau bilang datar kamurus duka bahasa indonesianyaa 4\n",
            "serantidakn balik pakde selmat menyaaksikan\n",
            "lihat asli orang sebut percaya tujuannyaa memang biar rakyat tidakduh \n",
            "prof kalau tunjuk jelas tetap masalah oleh pembeci\n",
            "pentidakamuat2 kq mengapa\n",
            "rupanyaa jutidak gerombol ya mau muntidakir pihak ugm men sah kan tetapi gerombol roy tetap kukuh nuduh palsu\n",
            "siap siap ssaja gerombol roy surya jadi macan masuk bui 10 th mminta maaf maaf proses hukum terus jalan\n",
            "bakal nyaungsep bukataikan ssaja\n",
            "lapor salah tingtidakalau diam jutidak salah intinyaa hati kotor mau apa tetep hitam cukup\n",
            "nyaatakan teman2 1 kampus pon tidakk percaya ujtidak manusia2 penyaakit hati\n",
            "wah pak hipno sepertinyaa menghilantidakan tara depan hukum ikut roy suryo cs jutidak rintidakn batidakimana heboh sekamuruh bangsa indonesia seenaknyaa mau lihat ijazah orang emang kalian punyaa legitimasi apa\n",
            "orang gerombol roy suryo seharusnyaa energy dipake bangun bangsa bukan tebar benci d fitnaf dasar manusia rendah hatinyaa penuh benci\n",
            "selesai apanyaa kasih tahu bilang bohong mengapa gimana coba wahhhh gkamudoke nih \n",
            "kalau hatinyaa udah busu  tetap busuk prof  penjara ssaja masalahnyaa udah koar koar\n",
            "udah roi panci mimpin duka nyaanyai lagu indonesia raya aku ken denger coba takut salah\n",
            "adil pentidakdilan bukan framing framing netidakarenaaindonesia netidakarenaa hukum selamat tempuh meja hijau apa akibat nyaa terima seb tidak konsekwensi\n",
            "rakyat rela roy cs tidak masuk bui\n",
            "komentator keblinger pentidakdilan ssaja tuduh membukataikan ijazah palsu\n",
            "bosan senetron terus tidakya politik br putar putar \n",
            "amin rais lg penjara sj hukum nusa kambantidakn biar kuar2 mukamut busuknyaa bahaya amin rais\n",
            "ayooo roi panci ndang pakek baju orn\n",
            "tau ngtidakk hak privasi sorang\n",
            "pentidakamuat paham siapa tuduh ini ijazah asli tunjuk orang2 bodoh percuma tetap jadi eyel mereka asli kamu tetap pentidakdilan cukup pentidakkuan terbit ijazah ugm fakataanyaa tetap ngeyel\n",
            "sehat selaka bp jakowi\n",
            "pakar telematika palsu bukan software salah roy suryo mengapa\n",
            "hakamu rt 24 rw 16 otak kamu waras\n",
            "jokeo widodo dame terhdp pitnah ijazah jokeo widodo kasusnyaa lanjut 5mempitnah hukum pasal lap hukuman17 sampai20 bear kapoke nkarenai tentram damai aman makamuur sejahtera tuju indonesia emas\n",
            "tepat usut cemooh hina rendah martabat sebatidaki hamba manusia bunuh karakataer tuntut benar bahkan mentidakarenaah istri anak kekamuwartidak tuntas p jokeo wi dng bijak arif\n",
            "lapor cari cari salah orang fitnah benci sama orang tanggung akibatnyaa lapor 15 tahun nanti\n",
            "slsai wlpun ijazah d tunjuk karenan orang sakit hati abadi\n",
            "ndang masuk bui biar kapoke\n",
            "asli mana apa prof sor  tujjuannyaa apa prof sor   jantidakn bela hancur bangsa prof sor \n",
            "pertama roy surya kamuh lapor pak biar mampussssddd\n",
            "fitnahnyaa tak terima\n",
            "bukan sekadar tuduh ijazah palsu prof narasi otak mu tak masuk nalar\n",
            "komen jugan potong sepasinyaa bos\n",
            "hari soke hebat besoke nang kamu\n",
            "salambabak farsidensiavo yangbicara idak benar haruditindak jantidak jantidak kasi avun siava yangmebela jebokea ferara jutidak\n",
            "siapa percaya mahfud orang gila jabat ilmu guna buat anak bangsa\n",
            "maju tak gentar bro lawan kebohontidakn\n",
            "lah wong ugm kalauarifikasi tetep ngeyel tetep nidih jadi membersihlan nama baiknyaa haris anah hukum\n",
            "demokearenaasi terlakamu bebas  lebeh baik selesai pentidakdilan  bicaranyaa terlakamu menyaakitkan hati \n",
            "silah uji  jantidakn ngomong ssaja bukataikan pentidakdilan\n",
            "tolak mediasi\n",
            "enak asal tuduh nasi jadi bubur hak seriap wartidak netidakarenaa memperjuantidakan hak nyaa\n",
            "josss mantul maju terus pak rekat tukang fitnah lebih jabat\n",
            "\n",
            "bukataikan duka akademis baru bicara hartidak diri pimpin dewasanyaa\n",
            "proses hukum ndasamau la wong hukum ntidakataur sampeyan dewe\n",
            "jelas kata nyaa mau damai buat pembelsajaran muntidakin hatinyaa tak bendung tak mampu tampung ucap tak pantas terhadab dirinyaa kekamuartidaknyaa\n",
            "penjara ssaja\n",
            "kompromi tuduh cemar nama baik\n",
            "rasa malah sentidakja main main ssaja spy nama tetap terzolimi padahal kejap selesai\n",
            "maju terus\n",
            "jadi manusia jantidakn asal sebar fitnah kamu beri pelsajaran \n",
            "prof memakamukan pikir nyaa balik kasus tuntut 5 tergutidakata kpd penggutidakata selesai urusannyaa adapun urus sumber bawa izsajah jadi acu roy cs urus tergutidakata penting kekamumpoke penyaebar hoak digukamung duka\n",
            "senyaum roy suryo tutup salah kebohontidaknnyaa\n",
            "maju trusss pak de biar kapooooooke rakyat menyaayangi mu\n",
            "panci roi panci roi\n",
            "alhamdulillah mantap pakde keterlakamuan saatnyaa hadap hukum pentidakdilan \n",
            "pomengapanyaa roy suryo risamaon tifa rizal fadilla kurnia kurung semua dah biar indonesia aman nyaaman damia sejahtera dah muak ribut ribut trussss\n",
            "kompas tv kakakamu cari narsum netral dong\n",
            "knpa amin rais g lapor sekalauiqn biqr adil\n",
            "adu polis pitnahnyaa danpelecehannyaa peroses hukun\n",
            "suryo panci kamuitu tahan kebohontidaknkamu intidakata paci\n",
            "selesai ndasamau tidakk muntidakin percaya tukang fitnah\n",
            "udah tri panci tukang fitnah tuk g tidakduh tau diri almamaternyaa d i injak injak sendiri\n",
            "pentidakamuat jutidak manusia\n",
            "hina says diam maki diam fitnah diam suruh jujur lawan\n",
            "tunjuk terus selesai kamu orang2 tuduh selaka cari cari salah lebih baik lanjut ssaja pentidakdilan\n",
            "lah mau tunjuk sy sebatidaki punyaa ijazah milik hak tunjuk tuduh apa urus anda enak paksa anda siapa\n",
            "terus\n",
            "ijasah masalah kkamu lamar kerja pake ijasah tidakntian ijazah permasalahin kerja pake ijasah\n",
            "fakataa butuh yakin pabrik cipta terbit bilang bikin si roy msh tidakk percaya bodo\n",
            "roy suryo sakit hati tidakarenaa tidakarenaa pancinyaa ambil\n",
            "fitnah terbukatai ijazah asli sebaliknyaa palsu anda buat ketidakduhan lama pernah memperliharkan ijazah anda semua orang tetap bertanyaa tanyaa\n",
            "maunyaa kurung bawah tanah semua\n",
            "betul pak adu orang orang hina bukataikan ijasah pak atidakarena selesai soal supaya jelas\n",
            "gerombol orang tengil roy suryo eggi sudjana risamaon sianipar rizal fadil tifa kurnia memang hukum penjara lama muntidakin cuma hituntidakn bulan  mereka vonis 10-18 tahun \n",
            "ruwet ruwet kkamu rasa hina tingtidakalau tunjukkin kan bangtidak toke we\n",
            "roy suryo gelar pakar telematika kamu pertanyaakan \n",
            "kata siapa kalauau udah kasih tau pasu sakit hati prcaya\n",
            "penjara ssaja orang percaya  jadi lebih baik jakamur hukum ssaja\n",
            "gin deh lapor orang cuma tidakarenaa-tidakarenaa dikarenaitik saja marah pake hukum masa iya seharusnyaa lebih rendah hati kan\n",
            "purna malah soke pinter pembelsajaran kekamuartidak ngtidakk nyaambung cuma rebut ego kasus ijazah jadi prioritas\n",
            "belsajar tanggung jawab hormat diri penting buat stabilitas ekonomi ya ngerjain fitnah pake cara resamai benar buat contoh\n",
            "prof hibnu selaka dapat bijak orang pakar hukum lebih bijak pakai ilmunyaa bukan pakai opini kamuar keilmuannyaa\n",
            "profesor asli tidakk yaa ijazahnyaa kita lihat tidakk akutu syukka penasaran\n",
            "bos ipnu kerja teliti ijasah palsu\n",
            "prof ipnu mau uji gimana orang orang intelek teliti ijazah palsu kebenciaan\n",
            "iya mau tunjuk karenan mau lewat pentidakdilan doang biar bisaa intervensi hakimnyaa kwkwkw\n",
            "king play victim \n",
            "frop tidakk sederhana hak apa mau lihat izasah orang cuma pentidakdululan hak prob pake kamugika prop tuduh merka jutidak membukataikan kepentintidakn apa manusia2 baris sakit hati\n",
            "simbong\n",
            "eh hati kalian uda busuk semua sebekamumnyaa nantang terus dan ber koar2 sekarang berbelit2\n",
            "ni orang paling pinter ngeles bekamum kamul\n",
            "jkw emang hina si rsaja korup dunia n bohong tintidakat tinggi wowo bebrk jkw memakamukan jujur abai jendarial bebek jkw hh\n",
            "betul pak harusnyaa lebih bijaksana mentidakamubil putus\n",
            "article gin bakal kalah ama cheat code ya putus terlakamu kakaku buat tidakamue realistis\n",
            "uras energi harusnyaa pikir\n",
            "ntidakpain ngebahas tidakk jelas terus abis-abisin tenatidak doang padahal urgent prioritas\n",
            "buat pembelsajaran wartidak netidakarenaa\n",
            "jadi acu buat jalanin usaha kerja konsisten trus untung greget\n",
            "pak lanjutin proses hukum saja an lihat ijazah asli soal karenana sebnrnyaa raka bukan niat nyaa baik ntidakjak ribut gukamung pak\n",
            "kkamu tunjuk malah santidakata bahaya soalnyaa anggota panci panci berisik itu suka edit edit tidakk jelas\n",
            "proses jugan proses bikin fitnah terima apa laku  penjara kan roy suryo cs paling pas\n",
            "ugm konfirmasi bahwasanyaa ijasahh asli tetep namanyaa oorang gobkamug roy suryo dn dukung tetep ngeyel emang simpel nunjukin ijasah terus beres selesai urus patutnyaa sintik mati model rooyy suryo\n",
            "wonge iki yo kamu prikso ketokee\n",
            "biar tuntas d goreng teruss segera masuk kandang 5orng \n",
            "suruh nunjukin ijasah kog hina bikin ribet pak \n",
            "lha punyaa ijazah tidakk kalau punyaa tingtidakalau nunnukin kalau tidakk punyaa palsu\n",
            "coba ijazah ente fitnah palsu  koar2 media \n",
            "jugan terima damai biar pentidakdilan membukataikan palsu asli\n",
            "enak banget udah fitnah hina rendah dibiarin\n",
            "ngeyel terus penjara ssaja gerombol orang bikin tidakduh\n",
            "batidakimana tuju sembarantidakn orang pak ini ahli nyainyair kapan kalauir pak dah tunjuk izazah minta dana sekolah siapa teman sekolah karena human cari benar cari cari salah bapak kayak ntidakk ngerti tabiat masyarakat dah kasih hati lakamu minta jantung pak alah pak pak\n",
            "akibat ulah nyaa sendiri hina tak maksa bohong\n",
            "masalah kecil rasa hina\n",
            "hina\n",
            "duka libat koalisi poople power  tidakataidakalau  dentidakn dendam kebinguntidakn politik  bkamuender fitnah ijazah  lanjut residu khilafah masuk prodio\n",
            "biar evek jeraah\n",
            "wallahi keterlakamuan sih ini ijazah bahas kkamupun palsu 10 thn 2 periode pimpin kog g tau dkamu kkamu palsu\n",
            "aaah biar pelsajaran buat orang2 nyainyair\n",
            "sentidakuni\n",
            "kayak anak kecil kau\n",
            "lah gila roy suryo\n",
            "mantan bekas bapak bicara\n",
            "orang udah bukataikan tetep untidakit lapor ssaja biar jelasss\n",
            "prof hibnu mbelgedeesssssssssss ngomong tidakamupsng asal jeplakkkk enak fitnah sruh damai orng bolak balik\n",
            "tipu \n",
            "serah kowe prof  lah \n",
            "congor kuwi kamu uwenak legowo kkamu bkamum jelas jng ambil kepastiannyaa dong teliti lapor wenang jng asal ambil putus terus publik rakyat ntidak terima\n",
            "kakakamu emang palsu bukatainyaa apa data pribadi mana dibukataikan dong masak fitnah gx benar suruh bukataikan fitnah enak banget kakakamu lebih suka jkamur hukum biar kapoke lahh oarng sering gibah \n",
            "enak benar tuduh ijasah palsu dikomersilkan jadi cuan cuan sedikit busser hoak fitnah musuh rakyat netidakarenaa\n",
            "lihat sama pa joowi jutidak percaya wong ugm sendiri mengekamuarkan ijazahnyaa nyaa ngtidak percaya prof\n",
            "masak iya mendutidak menyaatakan palsu  profesor paoke\n",
            "bapak kkamu bapak gimana enak ngomong bapak jokeowidodo lama diam semut injak lawat betul bapak jokeowidodo sht selaka kel bapak jokeowidodo\n",
            "pakar hukum pidana bicaranyaa begitu pantes netidakarenaa problem mana\n",
            "rasa hina mau perliatkn ijasah nyaa kaya apa si bual rasa hina\n",
            "kkamu hati manusia trtutup olh kbncian apa lakukn mnjthkn orang\n",
            "rasa hina sidang mediasi datang gimana ya\n",
            "jakamur hukum lebih bagus biar liar\n",
            "nkarenai jasa netidakarenaa hina rusak malah biar rs dulul santidakata pantas penjara\n",
            "orang ngomong enak jidat nyaa batidakimana kakakamu kamu sendiri hina kurang etika jutidakkamu punyaa\n",
            "palsu tetep palsu jantidakn goreng goreng p wo\n",
            "roy cs karenan bodoh akhirnyaa jebak dg kalimat pentidakamuat terlakamu banyaak ngomong jelas akhirnyaa roy cs salah memahaminyaa yah roy begini kalau kau punyaa ilmu tanggung tanggung alias taknemadai\n",
            "kira2 panci curi periksa lab kamuar negeri tidakk ya asli panci penggorentidakn\n",
            "rakyat mana duka  kkamu rakyat jejak digitalnyaa slkamu tebar benci hoax dn fitnah provokeasi memang wajib proses hukum bro\n",
            "bukan karna politik duwit\n",
            "udahlah roy apa ilmu zong bihontidakn jau tunggu akibat bodoh\n",
            "rakyat indonesia dukung bapak lapor orang orang sakit itu\n",
            "makanyaa jentelman jujur berani biar hina\n",
            "king of modol\n",
            "rasa hina fitnah ya tingtidakalau bukataikan ijazah asli nyaa beres kan\n",
            "kamu penjara nangis2 mudah2an masuk penjara orang nangtang kena hukum\n",
            "lanjuntukan penjara\n",
            "professor mentidakalauami makanyaa asal ngejeplak abu2 ngomporin\n",
            "hina dati duka si dsaja bohong\n",
            "bapa prof betul profesor kamu asli menuruntuku dapat profesor kamu palsu tampil dong sini ayo pa ayo dung\n",
            "wahai rs cs siap siap ssaja pentidakdilan\n",
            "wleee esememanga boat mobil \n",
            "rakyat ngelamar kerja pakai ijsajah bahkan sendiri lihat ijsajah asli knp susah banget penyaebab curitidak wartidak  kalau mau perlihatkanijsajah jantidakn jadi pejabatbjangn jadi lamar kerja jadi tukang temboke gertidakji pakai ijsajah  ijsajah masalah kamugis ditanyaa wsajar mau lihat ijsajah jzngdn jadi jabat\n",
            "kuma sia mpud\n",
            "lanjuntukan proses hukum roy suryo cs\n",
            "pokeonyaa semua jabat periksa ijajshnyaa  rakyat masik jadi pns jutidak suka suruh perkamuhatkan ijsajah jabtidakn rasa hina wajib orang jabat ko rasa hina  bukataikan petlhatkan ssaja aj ko repot baperan banget\n",
            "dapat pak mahpud sama dentidakn pendukungnyaa beda dentidakn ahli\n",
            "a lapor ys ssajasudah dirm diusiik terus\n",
            "rada hina tunjuk duka ijazah aslinyaa jantidakn palsu\n",
            "masyarakat sekamuruh indonesia hak lihat ijazah aslinyaa biar tau mana benar karna qkamu mau lihat rekam jejaknyaa bicra tindak beda bohong\n",
            "usah bilang hina pak cukup tunjuk ijazah aslinyaa namanyaa ruwet ruwet\n",
            "knapa kog ngurusin ijazahh orang lain lgi lgi hina udah jelas salahh\n",
            " bentar ntidakndang hotel gratis si rsaja panic \n",
            "lapor paak biar roy dkk kapoke\n",
            "kepentintidakn jantidaka psnjang adanyaa arotidaknn ttg pilpres lakamu\n",
            "ijazah penting didugs kepentintidakn politik ijazsh asli\n",
            "masa begitu hina masuk nominasi occrp tidakk rasa hina\n",
            "kan  ugm tidak  asli sirik tetap terima \n",
            "tidakk bakal diam kalau hati busuk iri hati sirik nyainyair pasti cari2 salah xg lain\n",
            "namanyaa roy panci panci jatuh bunyainyaa bukan orang kaget pasti ngenyael \n",
            "mantap pakde\n",
            "lapor\n",
            "panci panci panci\n",
            "roy suryo wsayan koyo soke benar dewe selamat menikamuati makan gratis lama penjara\n",
            "tv kompas taya bukan independen yang taya pro roy surio\n",
            "profesor kockamuk\n",
            "pakar hukum \n",
            "tipu manusia paling hina\n",
            "orang2 buat tidakduh penyaebar pitnah d lanjut sesuai hukum laku tuduh dasar pakataa benar d adil pak\n",
            "hukumnyaa wajib penjara kpd roy panci suryo cs spy kapoke tambah buat dosa \n",
            "ugm jelas tapi ttapi ngeyel suryo panci bilang palsu pentidakamuat sayah\n",
            "hartidak diri bukan alas tahan orang laku se bodoh \n",
            "pentidakamuatnyaa jutidak bagi pasu sakit hati\n",
            "kakakamu kamukamusan ugm semua orang indonesia lihat izasah asli saya taruh museum semua orang lihat\n",
            "kakakamu panci bukan tidakalaue leo tapi dendam iri sakit hati \n",
            "xyang wajqr menaya ijasa siapa\n",
            "2 thn lakamu ijazahnyaa uda tunjuk pak trus tudintidakn ijazah palsu bukataikan pentidakdilan asli skarenang muncul\n",
            "tau kkamu roy suryo bilang bukan politik dendam pribadi karna pecat jadi tri\n",
            "keren akhirnyaa ngtidakk diam pas udah purna tudintidakn palsu respons tetidaks biar contoh buat semua \n",
            "pomengapanyaa ngtidakk boong soal prinsip kalau udah hina rebut hak penuh jadi contoh buat ken ngelawan fitnah lewat pantau terus deh prosesnyaa\n",
            "jadi contoh buat semua tidakk boong soal ijazah biar ekonomi jalan dusta pantau terus progresnyaa ya\n",
            "kalau rasa dihinain tidakk bakal ngelempar batu ngtidakk usah ragu ntidakamubil lantidakah tetidaks buat jatidak nama baik mantul\n",
            "hina diam diam diam penjara \n",
            "wawancara kontra terus sebaiknyaa imbang\n",
            "namanyaa pitnah mas lawan\n",
            "kekamuartidak solid nanggungin semua mantap  support abadi prioritas utama\n",
            "biar ntidaknggur mantau bang sibuk\n",
            "kakakamu fokeus target penting konsisten trus ikut insting ribet\n",
            "okee bung siap pantau siapa tahu mentidakamubang\n",
            "kekamuartidak peduli rapih apresiasi buat dukuntidakn mereka\n",
            "mantul mantap betul\n",
            "keren banget nih visionernyaa nge-hits pkamus strategi jitu komunikasi samaooth politiknyaa gregetan\n",
            "jkw diam ssaja lapor diangtidakp benar bhw ijazahnyaa jkw palsu  kemudian gilir lapor polisi salah jutidak  kekamumpoke iri dentidaki hasad tsb santidakata keterlakamuan punyaa adab normal lebih baik lapor sj polisi selanjutnyaa disidantidakan pentidakdilan sy harap pak jkw mau damai kpd kekamumpoke tsb kalau lapor tambah ssaja sprti si ar si rg dkk lapor jutidak lah jika tunjuk ijazah asli mustahil percaya bhw ijazah jkw dikekamuarkan ugm asli\n",
            "prof ibnu jantidakn jantidakn ijazah gelar nyaa palsu kalau asli coba bukataikan\n",
            "10 tahun indonesia ada era dungu akademik\n",
            "prof ibnu soke tahu dasar begoke kamue\n",
            "delik hina kamu beri tidaknjaran\n",
            "pakar hukum sepertinyaa on on\n",
            "tingtidakalau tunjuk asli dariama nya belit\n",
            "prof hibnu ijazah nyaa asli tidakk coba liat prof kakakamu tidakk lihat brarti palsu ijazah prof hibnu ini\n",
            "playing victim mbulet n ngibul\n",
            "rakyat konoha bodoh bodoh bnget aumpah mslh izsajah kamuh nih urus nih uu ampas aset hade pantas netidakarenaa ngtidak maju rakyat nyaa banyaak bodoh sdm rendah\n",
            "persidantidakn hasto jadi kurang tempat media tv  partainyaa jadi ayem citra partainyaa jadi konsumsi publik\n",
            "ssaja kesayahannyaa lapor nyaa ko layan kehilantidakn\n",
            "tantidakap  penjara roy suryo\n",
            "benar pak mahpud\n",
            "benar pak kakakamuk umur hidup tu\n",
            "pentidakamuat jutidak netral lembatidak ugm umumemangan menetidakskan ijazah asli orang-2 tuduh palsu \n",
            "kalau tidakk mau tuduh palsu tunjuk asli gelap hanyaa hilang cahaya bebegitu jutidak kebohontidakn kalah benar simple pak\n",
            "hina kalau terbukatai asli bilang palsu baru hina bukan hina pertanyaakan karna detik ijaza asli bekamum muncul\n",
            "apa susahnyaa sih nunjukan ijazahnyaa\n",
            "makin ruwet makin mencuritidakkan \n",
            "benar sekali bos\n",
            "anak buahnyaa si panci ya\n",
            "sampah memang wajib hina\n",
            "sayaeh2 aj emang lebih bobot ya apa untung ruginyaa buat kalian asli apa bukan bagus kerja urus masing2 kalaurtidakamuu tetangtidakamuu butuh bantu\n",
            "sekolah tinggi2 jutidak kamu cukup pelsajari ssaja masalah\n",
            "sabar rakyat jutidak batasnyaa pak\n",
            "kalau palsu buah kebohotidakn\n",
            "tidakk yakin kkamu ijazah hibnu nugroho jutidak asli\n",
            "caper ken terus berita\n",
            " makin kesini makin mirip sama pentidakcara dibuly netizen mirip kodoke dikit2 lapor cemar nama baik dulul kkamu jentle cukup tunjuk cek digital forensik selesai kkamu benar asli masyarakat bakal makin cinta kkamu kek gin dikit2 lapor kamu menang sidang masyarakat tetap tidakk respect lama bakal rendah hina mata masyarakat\n",
            "lawan perintah berat jika tidak yakin tifa risamaon roy surya roy surya lainnyaa hadir bela membukataikan benar teliti mereka para karenaitikus selaka zaman sedikit semantidakata kamuar biasa karena dirontidakn intelekataualitasnyaa\n",
            "tidakk usa ribet ribet tunjukin ijazah nyaa kkamu asli 5 orang lapor penjara kkamu palsu ikutin atur laku\n",
            "wowo kan cs-nyaa wiwi makanyaa risih\n",
            "wi woke detoke not onle toke detoke\n",
            "orang bawah gekamut medsos tidakarenaa tidakarenaa masalah ijazah orang atas emangg cerdik\n",
            "ahli hukum kdarin face-bkamue-samailing  ugm udah bilang asli  kakakamu tunjuk tetep tidakk percaya   kdarin otak busuk mana percaya  dariun dariun\n",
            "dungu jutidak narasumber\n",
            "hina diam fitnah diam caci diam tapi apabila suruh henti bohong saya lawan\n",
            "koq hina wong beliau rsaja jawa siapa berani pinokeio msh percaya firaun rasa paling benar\n",
            "malah kamubi layan kehilantidakn \n",
            "ugm jawab asli tetap ssaja ngeyel\n",
            "roy merusk sitem hukum indonesia kkamu gomong izahnyaa kamu periksa lep rular negri samaa aj percya penyaidik indonesi nak tu otk dugu buat kegduhan tapi otk nyaa berfikir\n",
            "cabut akar akarnyaa provokeator fitnah hina para benci meski orangnyaa tua tetep seret ssaja ini hina\n",
            "kalau tuduh ijasah palsu suruh orang ahli bidangnyaa buat cek  masalah beres \n",
            "tunjuk duka pak pentidakdilan baru laporin papak bilang hina baru betul\n",
            "bohong slakamu belit\n",
            "ahli panci ko tidakk bohong\n",
            "tunjukin ribet\n",
            "cacing sekalipun bila injak geliat\n",
            " pindah rumah pak roy biar indonesia aman\n",
            "pentidakamuat kewenantidakn lihat ijasah cukup pihak ugm ssaja menyaatakan asli hei prof percaya bila buku nikah prof asli nah menyaatakan asli tidaknyaa pihak kua prof nikah\n",
            "hina karna kelakuannyaa sendiri\n",
            "harusnyaa kamu merpermasalahkan pernah\n",
            "semotidak semua fitnah  otak dalangnyaa kuak publik kebal hukum\n",
            "semantidakata pak kami 98 rakayat indonesia dukung\n",
            "ugm udah beri peryataan asli eh ngeyel mau gimana lagi udah diem duka ehhh gilir lapor biar masalahnyaa henti ntidakk ribut2 palsu lagi malah bilang ntidakk legowo sayah\n",
            "tv kompas sama senter ni sama sj jilat mulyono\n",
            "roy suryo cs hakamuuuu\n",
            "masio didudoh ne sing asli yo pangtidakh ra percoyo warna konoha senentidakne ngurusi urussaya uwong maksaya negorone maju maju soal ijasah diributne\n",
            "jutidak heran knp tunjuk ssaja rakyat kakakamu benar pernah kuliah ugm ijasah nyaa asli knp lapor polisi yang hina bohong\n",
            "tv one cerdas masyarakat tidak kamu panggil orang pintar bodoh\n",
            "makanyaa lihat dong hasil apa nyaa pimpin 10 th\n",
            "ugm jugan diem ya habis gutidakata balik roy panci cs masuk cemar nama ugm karna diangtidakp libat palsu ijazah \n",
            "\n",
            "dilaporin blngy dikarenaiminilisasi didiemin ngebacoty renti buat pelsajaran biar orang diem bukan brt takut\n",
            "kamu rasa bhw kamu memang orang hina rusak tatanan atur netidakarenaa bohong rakyat kkn bukan orang hina\n",
            "prabowo sayah ya arti jadi polisi dong guna ijazah palsu untuk apa ijazah urus sayah memang pakde wowo\n",
            "buah rakyat berkarenaitik netidakarenaa demokearenaasi menetidakkkan demokearenaasi hak bebas lapor arti membuntidakam pentidakarenaitik karenaiminalitas rakyat karenaitis\n",
            "biar kapoke lanjut kan pak jakamur hukum\n",
            "bukan cuma 5 pak de msh lebih banyaak sy ken semua nyaa seret lebih orang ntidakku jabat publik biar nyaahooo arti hidup\n",
            "masalahnyaa orang kerja koar ngoarkan ijazah palsu langsung tuju orangnyaa lagi enak tukang julid dong kalau selesai saja\n",
            "setidakamupang tunjuk ijasah asli terus selesai  kkamu orang udah benci syirik iri hati alsanyaa mnyaantidakal cara 1-1 nyaa yah sumpal mukamut busuknyaa cara penjara spa tau jadi insyaf kekamuar jadi orang guna bgi bangssayatidakarenaa\n",
            "jantidakn kendor pak sikat\n",
            "baper bilang hina tunjukin ijasahnyaa ko susah amat jugan carmuk memelas kaya\n",
            "lagi apa hak nunjukin ijazah asli suka suka punyaa lah\n",
            "kkamu tidakk lapor trusss\n",
            "nah betul nyaa d tantidakap periksa upkamuader ijazah nyaa bikin tidakduh\n",
            "bukan hina hina diri sendiri dentidakn kebohontidakn kepalsuhan\n",
            "jantidakn takut kalian cari benar bukan hina orang kita terus saji kebohontidakn\n",
            "jantidakn hanyaa 5 orang pak semua ikut tuduh ijazah palsu jantidakn pilih\n",
            "ibnu kayaknyaa bukan orang profesor narasinyaa miring kpd fitnah ibnu kayak nyaa atidakk dungu nyaa\n",
            "memang hina\n",
            "benar sekali bos buat buruk rakyat keburu diri sendiri hukum alam sunnatullah\n",
            "fitnah cermin hati\n",
            "roy suryo bohong kalau bayar slah satu partai penjara ssaja lagi jutidak hidup indonesia\n",
            "malah lapor polisi undang pentidakcara kejam nih orang ama rakyat sendiri\n",
            "mau tunjuk media pun kalau baris sakit hati percaya\n",
            "tunggu selamat mumet rame rame nantinyaa\n",
            "tidakk usah tunjuk pak biar benci makin tres n gilak karna ijasah bukan bahan teliti\n",
            "seruh nih rameh hahaha\n",
            "kau rekan2 mu dekam penjara roy\n",
            "respon tepat pak apa urusannyaa sama mereka apa hak nyaa mereka\n",
            "prop tay\n",
            "tantidakap mulyono\n",
            "tuduh membukataikan kalau tuduh mamak kao jual diri lakamu suruh kao tak singgung hanyaa bukataikan ssaja kalau mamak kaoo jual diri gimana berpikirnyaa\n",
            "ibnu kemuntidakinan kompkamutan roy suryo\n",
            "si panci bukn politik tapi benci dentidaki\n",
            "udah sidang mediasi nongol2\n",
            "ujung2 tinjukin ijazah nyaa licik benget nih mulyono\n",
            "ngedabruuus bohong besar\n",
            "semotidak pentidakdilan jalan baik  netral karenaiminalisasi\n",
            "kya nyaa roy dendam kan  nama nyaa jutidak mantan napi \n",
            "tingtidakalau tunjkin aj ad mempertanyaakan lgi kalau d tunjuk mslh nya mau nunjukin jadi psti ad d samabunyaikan\n",
            "pakar hukum jug sama ngtidak jelasx \n",
            "gile nunjukin ijasah sulit itu malah laporin orang\n",
            "kompastv bilang pakar telematika roy suryo bukan ahkalaui pakar punyaa sertifikasi sebut cuma tahu guna aplikasi cuma tahu bukan pakar akhli dibukataikan kayak gimana kampus mengekamuarkan ijazah bilang mengekamuarkan ijazah sebut asli bilang palsu simpul memang terus cari salah orang lain terbit ijazah kamuh udah buka suara ragu orang iri hati dentidaki memang selaka cari salah\n",
            "kalau ntidakntongin uang palsu  rasa hina apa tidak\n",
            "sarkas sih\n",
            "kalau terbukatai ijazah palsu silah tuntut hukum bebegitu sebaliknyaa biar jelas\n",
            "omon pidatonyaa curhat muka tidak guna\n",
            "pomengapanyaa tunjuk ijabah  kamu kepo yaa\n",
            "kamucu netidakarenaa indonesia  udah jelas malah lapor \n",
            "hai rakyat jantidakn mikirin si suryo sia mah orang kaya pantes masuk penjara yang penting mikirin makan kenyaang tenang apalagi hidup layak woy\n",
            "orang netidakarenaawan biar rakyatnyaa tidakduh hanyaa lihat bukatai ijazah asli orang netidakarenaawan bijak ddntidakn bangtidak tunjuk biar rakyat tidakduh ini\n",
            "kecewa banget dg kuasa pihak benar mudah2an pentidakdilan laku se adil2nyaa\n",
            "emang orng kalau lanjur benci senengngya nyaari nyaari celah salah orang\n",
            "omon2 saja\n",
            "malah selesai mengapa malah tuju benar disuduntukan ini kuasa indonesia\n",
            "prof ibnu ngomong enak tidakk ntidakalauamin sendiri tidakk baca nyaimak berita otak beku ferikasu kpu ugm dulul prof otak udang\n",
            "wowo kkamu g nurut k wiwi dbuka korupsi lahan sintidakong ma akamustita\n",
            "pak prabowo 5 orang hina roy s risamaon s titidak eggy s karni ilyas arti 6 orang buang pulau komodo saja atau lp nusa kambantidakn tak faedahnyaa indonesia\n",
            "makanyaa bukataikan asli palsunyaa jng malah taruh tempat gelap\n",
            "emang hina rendah\n",
            "paksa orang melangtidakarena ham  apabila pribadi banyaak profesor orang pintar paham pinter keblingger\n",
            "kataapi bg sini coba berani tidakk situ kasi lihat sosamaed baru kamu upkamuad bentar jutidak udah pake pinjol kataapimu\n",
            "berani kamu memposting izsajah kataapi mu sini ayo kalau berani\n",
            "sampiyan kamukamus sekolah ijazah nyaa up sosamaed orang netidakarenaawan tak tindak bodoh menangtidakpi hasut\n",
            "ngomong enak gimana kalau sampean tuduh ijazah palsu apa sampean laku\n",
            "betul\n",
            "tuju pak bawa ssaja proses hukum delik adu sama wartidak netidakarenaa biasa semua laku sama\n",
            "kasus apa dunia busuk menang biasanyaa duit\n",
            "coba jamannyaa pak soeharto kayak  tidakk berani demokearenaasi keblingger keblabasan\n",
            "biar pentidakdilan putus  hayo siap siapa pindah rumah  \n",
            "prof meski lihat tetap tidakk bakal percaya wong cari salah bukan benar\n",
            "ahli ahli apa ijasa nyaa kamu uji forensik jutidak baik negri maupun negri  mana tahu palsu ijasa nyaa nampakan kesekamuruh media masyarakat indonesia\n",
            "bukataikan duka dong ijazahnyaa kalauau ijazah nyaa asli baru lapor terima\n",
            "profesor tak punua nalar baik\n",
            "memang pantas hina kasus memang tidaknti uu kpk \n",
            "biar grombolan benci hina pak kolam buaya nunggu \n",
            "mantab pakdeeee penjara mereka wakataunyaa habis bermain-2 dentidakn fitnah batas wakatau bkamum tobat alam bakal menyaapu wakataunyaa bersih bersih manusia-2 sampah\n",
            "ahli hukum tidakk objekataif mah mah ahli hukum partisan genk panci bau mukamutmu cium busuk sekali woi\n",
            "karna transparan k publik makanyaa masyarakat ragu kkamu memang asli tunjuk langsung dong\n",
            "kamu ngtidakk ngerti prof beri pelsajaran buat kamu dkk\n",
            "tak kamu jelas apa orang benci percuma\n",
            "tingtidakalau nunjukin apa susahnyaa \n",
            "saksi kaum kekamumpoke mati penasaran liang lahat mikirin ijazah\n",
            "hibnu temannyaa roy cs \n",
            "ibnu gerombol nyaa roy suryo komentarnyaa berat belah profesor kacantidakn\n",
            " orang ntidakdu jantidakarenaik kkamu tidakk kilik tidakk asyikkkk \n",
            "profesor abal abal kayaknyaa\n",
            "omon omon\n",
            "jkw sedang laku dariama se ter dzolimi orang2 sedang hina beliau\n",
            "ngtidakk usah soke lah mul cukup bukataiin saja jantidakn rasa kuasa trus penjara orang kkamu hakim alat penetidakk netidakarenaa yakin nurut ekamuuu kau atur mul cemen kau mul intidakata karma hancur\n",
            "bodohnyaa rs bedah softcopy edit  manipulasi udah publik lg banyaak banget dah kena pasalnyaa penjarain semua case ckamuse\n",
            "lembar ijasah cuma suruh lihat ugm ijasah ugm mestinyaa bangtidak dong skarenaipsinyaa jutidak ragu\n",
            "sehat slakamu pk de jokeo wi kami penasaran ujung kasus dutidakan ijasah palsu masuk roy suryo cengengesan ngomong yang sdah pasti pakai baju orengs\n",
            "prof hibnu siapa jamin kalau tunjuk terus roy cs terus diam percaya\n",
            "jantidakn rasa tau macan lansia suruh bukataiin donk jantidakn statement pihak\n",
            "roy suryo cs baiknyaa kasih rante besi tantidaknnyaa\n",
            "prof ibnu paham politik\n",
            "lama proses polisi semotidak proses hukumnyaa segera jalan segera disifantidakan pentidakdilan terbukatai siapa salah benar pusing dentidakn isu ijazah ntidakk selesai2 lebih baik fokeus uu ampas aset koruptor\n",
            "mulyono hasil  numpuk hutang negeri ini\n",
            "tungtidakalaue suryo\n",
            "betul orang lihat kamukamusan apa penting kerja nyaa penuh sarat semua buta huruf buta sekolah kenyaataan nyaa banyaak rumah makan udang jadi tukang msaksampek sampek rumah makan orng nomer satu indonesia aku pernah undang masak kalau momen penting mas ahai dateng jogya ksamapenyae jadi tukang masak daerah ngebo\n",
            "aduh aduh geram x saya masalah ini ijazah kamu mana asli jng banyaak bacod kkamu palsu jng banyaak dalil nyaa angtidakp benar mau cari kambing hitam ayo kkamu ijazah aslinyaa legowo tunjuk jng bikin alas\n",
            "rasa hina ijazah asli \n",
            "lebih bagus mmg uji forensik biar tau keasliannyaa mmg kalau palsu biar kena semua palsu biar depan nyaa jadi\n",
            "penjara kompkamutan tuding ijazah palsu titik\n",
            "apa sama orang bila tunjuk kan buat benci buat rusuh otak kotor hanyaa butuh\n",
            "buat rakyat kwalitas penting ijasah banyaak rumah jadi buntidakusan barang ijasah hanyaa tanda tamat\n",
            "andai tunjuk yakin sekali kekamumpoke roy suryo puas\n",
            "mtidakin kalau orang bawah tuntut sampe akar nyaa lha pnyaa duduk tinggi kan kalau mmg palsu menyaalah guna dokeumen pribadi\n",
            "masuk barang  \n",
            "hina caci rendah  akbat kebanyaakan ngibul x \n",
            "azab macam2 bentuknyaa  mawas diri waspada \n",
            "cerdas bodoh mampu bela tutup kebohontidakn dentidakn sempurna \n",
            "duka pak sby jabat jutidak pernah lapor rakyat nyaa\n",
            " dunia balik tingtidakalau lihat selesai\n",
            "agus\n",
            "berita tak berkualiatas nara sumbernyaa tak netral\n",
            "tebar fitnah patut penjara umur hidup vikin tidakduh\n",
            "yakin kalpun kasih liat asli henti\n",
            "sepertinyaa prof ikut masalah awal cuma mentidakamubil isue akhir nyaa ssaja\n",
            "ugm\n",
            "wo o o sonto kamuyo\n",
            "kalau kata maaf lanjut\n",
            "tidaksss pak netidakarenaa  bangsa perintah wibawa salam waras\n",
            "prof ibnu  kalau tunjuk  masalah les  hahahahaha profesor kalau ngomong tidakamupang kenyaataanyaa tidakk mudah boss musuhnyaa roy panci santidakata licik cari2 salah koar2\n",
            "aku jutidak mau pamer pamer sekamuruh masyarakat izasahku ada kalau semua masyarakat indonesia tunjuk tunjuk izasah edan kali \n",
            "pak prabowo suka heran wakatau bahlil jadi tri ivestasi jutidak heran tidakamupang gumun ntidakpain heran konoha jadi bapak\n",
            "cuma kambing hitam d suruh lawan sintidak   duka gonggong terus gilir sintidak raung eh malah takut si kambing hitamnyaa\n",
            "ugm konfirmasi asli kpu konfirmasi asli apalagi kurang\n",
            "hina emng layak sudahina sadar diri dong\n",
            "sebenarnyaa bukan menfitnah hina hadeuuh2x justru ahli2x temu kejangtidakalauan memangnyaa mau lihat ijazah aslinyaa bilang hina sebatidaki pjbt publik khan hrs buka ttg letidakalauitas abisaahannyaa apa susahnyaa kkamu memang punyaa ijazah aslinyaa tingtidakalau ditunjukin biar uji forensik selesai apalgi kalau katanyaa kamukamusan ugm shsnyaa santidakata bangtidak bukan malah lapor ahli2x polisi kapan majunyaa netidakarenaa kkamu spt ini\n",
            "prof abal abal  mengapa orang maksa lihat ijazah orang lain apa gunanyaa nunjukin ijazah orang mengapa orang hina bela\n",
            "mpret\n",
            "mantap biar jadi efek jera tidak sembarang ngomong alas valid\n",
            "prabowo jutidak buta dentidakn ijazah kan tingtidakalau bukataikan  omon-omon\n",
            "nugroho enak ngomongin orang diri sekolah cobah tunjukin papar\n",
            "prof bodo ugm jlas dah bilang asli dak percaya gibkamuk2\n",
            "profesor perpwndapat sih lihat arahnyaa baunyaa busuk\n",
            "tahu hukum didutidak bokeamunyaa panci\n",
            "mau dilapaorkan kssana kemari cari kamu perlinduntidakn mana nama beres semua beres suatu tumbang\n",
            "kamu beri angin dsajal bunuh karenan tikus ngrikiti terus terus\n",
            "\n",
            "wakamu tunjuk tetep ssaja roy panci percy hukum tepat roy amin\n",
            "pilihannyaa cuma ssaja roy suryo sianipar cs menyaebar kebohontidakn proses hukum pidana jebkamuskan penjara terbukatai mulyono milik ijazah palsu proses hukum pidana jebkamuskan jutidak penjara tunggu batidakimana endingnyaa tetidakkkan benar hukum indonesia\n",
            "pak rakyat tahu maksud tuju komen bapak penting biar clear bapak bantu biar masalah clear sulit apa tunjuk ijasah asli bikin tidakduh\n",
            "ugm jangtidakalau maju trus\n",
            " bennomasael 0472 di indonesia didik penuh palsu sd hingtidak serjana kakakamu kamu cuman nuduh ugm kamu baru tau dunia didik indonesia arti \n",
            "pembukataian bekamum lapor pie to pak\n",
            "indonesia 10thn d rusak rusak rusaknyaa\n",
            "playing pikataim mrasa hina tuduh ijazahnyaa palsu emang ijazah mana tuduh palsu lha wong ijazah dimemangsd pernah tunjuk\n",
            "ijazah asli cuman sentidakja tunjuk langsung roy suryo pd\n",
            "politik prabowo sulit tebak\n",
            "tidakk bakal tunjuk langsung g mudah\n",
            "sorry bakal di penjara\n",
            "lihat mimik roy tambal ban panik\n",
            "percuma pakde tuju santidakata jelas buat tidakduh orang kalau mau sedikit pakai nalar sehat mustahil menanyaakan ijazah pakde  orang nglamar kerja suruh bawa ijazah nglamar jadi walikota  otak emang palsu\n",
            "kamu sembunyaikan ijazah ngincer spotlight terus ya\n",
            "siapa berani jamin kakakamu misalnyaa tunjuk selesai semua yang namanyaa benci tetap benci mau benar juga paham pak\n",
            "orang ken tau hina\n",
            "heran bukan ranah objek tutidaks preaden  negra kedaultn ustilah heran psl 1 uud 45\n",
            "tunjuk ssaja publik ijazah ekamu rakyat jutidak tenang\n",
            "mudah foranguso wong intinyaa lapor ijasah palsu lebih tidak suka sama bapak jokeo meski asli ttapi percaya tetep bilang palsu mikir kamugika wong memang suka bukan karna ijasah jutidak\n",
            " mukidi\n",
            "aduh prabowo masa tahu sih \n",
            "rakyat benar suka fitnah lapor punyaa hak sama jantidakn beri maaf sama orang suka fitnah rendah orang orang2 nyaa pintar2 bodoh cara berfikir nyaa\n",
            "sebekamum nyauruh orang lihat ijazahnyaa mereka jutidak lihat ijazahnyaa coba yuu yang punyaa ijazah hasil kuliah lihat\n",
            "proses hukum n penjara beres\n",
            "liatin pak selesai repot\n",
            "penyaermbah bambang tri sebentar emang pernah mau paham wkwkwkwkw oon akut udah jelas beliau jabat lagi soal kan 8360\n",
            "ealahh malah jadi ikut baper ambil alih ada suruh wartidak rakyat jujur\n",
            "tidakk bakal selesai percaya kakakamupun ditunjukin jutidak tidakk bakal selesai muncul tuduh fitnah2 lainyaa udah akataor belakang bayar  memang sentidakja bikin kisruh masalah \n",
            "tingtidakalau nunjukin ijazah nyaa terus uji keasliannyaa kakakamu udah uji terbukatai asli tingtidakalau tuntut tu roy suryo dkk nyaa jadi ribet amat ngtidak namanyaa benci apa ijazah rupa suatu bukatai kebangtidakan kakakamu pernah sekolah\n",
            "mr prabowo tricky soal ijasah tunggu momen kompor kompastv\n",
            "makin ntidakco nih  wowo wiwi\n",
            "siapa tebar tuai\n",
            "heran jabat tidakk jernih cara berpikirnyaa sebatidaki penetidakk hukum masalah antar lapor lapor sama 2 priksa biar semuanyaa hampang kasi masyarakat bersantidakutan jutidak masyarakat apa masalah kan biar sama2 tau\n",
            "kamucu prof kalau terbukatai asli trus yang hujat biar ssaja trus biar cari teliti barulagi ngoceh gi tu prof\n",
            "huk adil tuju\n",
            "kamu manusia hina kalau tidakk menunjuukan ijazah yang tuduh palsu kan ijizah diupkamuad kader psi skarenaipsi tunjuk ugm lapor cemar nama baik koq kamuketnyaa bagi kehilantidakn \n",
            "epek jera rombontidakn cari kampak maut natidakgeni 212 sudah kumpul semua rs rs g biar\n",
            "               \n",
            "betul bapa daya tuju lapor semuanyaa bikin kapoke\n",
            "soal jujur bawa kejakamur hukum apa susahnyaa tingtidakalau lihat aslinyaa \n",
            "layak\n",
            "sebenarnyaa istilah fitnah hina  semua tertidakntung diri sendiri apa hinaanyaa apa fitnahnyaa bukataikan tunjuk ucap \n",
            "biasa playing victim\n",
            "usah tele tele kenapa berani tunjukin ijazah  pomengapa masalahnyaa \n",
            "orang bilang fitnah lebih kejam bunuh hukum nyaa jauh lebih berat bunuh mau pake kamugika tetap dapet jabar nyaa\n",
            "kataidak proses2 jadi si masalah atau cuman henti lapor ssaja\n",
            "tahu bekamum petidakng obyek asli menyaimpulkan ijazahe pak wi palsu ya mukamutmu harimau bro\n",
            "pandantidakn prof hibnu tarik kamupa minta jadi wartidak biasa apa hak tuntut tunjuk ijazah tuduh sekarang polisi minta tunjuk sim stnk syarat tentu laku lah orang g punyaa hak apa minta suruh nunjukkin ijazah rupa properti perorantidakn  dan adanyaa tuntut laku rs cs malah sayah tuduh palsu membukataikan bukatai otentiknyaa petidakng  hadeh hadeh prof prof\n",
            "waduh rs dkk penjoro nih tapi kata rs bagus\n",
            "sebetulna emang sunatullah tipu munafik hina dunia diahiratnyaa kamuh\n",
            "cari simpati\n",
            "tunggu benar nyaa buka\n",
            "emang udah rendah emang udah hina pabrik\n",
            "dapat dentidakn prof ibnu harusnyaa sebatidaki orang ahli seharusnyaa roy risamaon tahu tuduh palsu suatu dokeumen dipertanggungjawabkan apabila objek teliti hasil fotocopy foto kecuali fotocopy foto sebut letidakalauisasi pihak wenang ugm letidakalauisir ijazah proses verifikasi asli ijazah laku institusi didik lembatidak wenang tuju letidakalauisir ijazah adalah mentidakkui asli pasti ijazah sebut asli dikekamuarkan institusi didik wenang suatu dokeumen letidakalauisasi mempunyaai kuat hukum sama dentidakn asli\n",
            "kalau sebenarnyaa siapa salah\n",
            "prof hibnu nugroho kayak ntidakk paham saja ini kan banyaak motif politis kebenciannyaa\n",
            "naif ditujukkan tetep ngtidakk percaya tujuanyaa jelas bukan\n",
            "rasa hina yach terus gmn dg laku rusak indonesia rusak rusaknyaa tidakk punyaa otak memang kamu manusia tamak kamu hina rendah diri btw ijazah mana kkamu memang dasar tipu\n",
            "lebih bergina menyaelessikan korupso pebting\n",
            "penjara si tukang hasut ghibah itu banyaak ngomong soke paling pandai tak sama sekali\n",
            "biar pembelsajaran depan kkamu tidakk laporin depannyaa yakin banyaak orang dentidakn se enaknyaa sendiri minta ijazah orang tunjuk\n",
            "kakakamu benar ntidakpa banyaak dariama pak laporin orang setidakalaua netidakarenaawan apa tu tidak patut contoh\n",
            "biar jadi pelsajaran kakakamu pnya mukamut dijatidak\n",
            "komentar bantu roy dkk\n",
            "malah sayah cara berpikirnyaa dan banyaak jutidak hasut rupsaya hadeh hadeh\n",
            "skarenaipsi copy asli ugm nyaa jutidak udah masalah emang skarenaipsi masalah dpet ijazah\n",
            "mukamutmu harimau\n",
            "sebenarnyaa tau masuk penjara tunggu ssaja\n",
            "yo lapor pak jowi dia menfitnah maju terus\n",
            "o penjara tenan roy banci\n",
            "bukatai ditantidakn majelis hakim pakamu 0 5m dekat tantidakn hakim ketua tentu buah putus saudaranyaa sendiri kembar lima tunggu hidayah santidakata kuat allah hu akbar sidang tutup\n",
            "kalau orang curi ayam rumah lakamu tuduh tetangtidaknyaa curi ayam tetangtidaknyaa suruh tunjuk ayamnyaa  harusnyaa orang hilang ayamnyaa tunjuk bukatai bukan tetangtidaknyaa kamugika sayah\n",
            "bukan rasa hina memang kenyaataan nyaa beliau hina rendah\n",
            "kompas naka pakai pakar telemataika benar po kepakarannyaa sebut mantan menpora yang\n",
            "harusnyaa betul uji ijazahnyaa tempat netral kamuar negri\n",
            "profesor pendapatnyaa ky gt mau d hina mau fitnah\n",
            "tahan kekoplakan face-bkamue-samailing\n",
            "kakakamu mau sebut hina makanyaa tunjukin dong ijazah aslinyaa jantidakn berbelit2 lah wakatau pembukataian depan pentidakdilan bawa hanyaa poto copy ijazah letidakalauisir bukan aslinyaa\n",
            "lebih heran dg sikap bapak\n",
            "bukankah syarat jadi kerja kantor ijasah yah\n",
            "bukan bebegitu bapak pihak ugm memgekamuarkan ijazah ssaja percaya sama gerombol roy panci kasus setidakamupang sampean kira jutidak mau kelar seprti itu bagusnyaa memang bawa ranah hukum\n",
            "walaupun ijazahnyaa tunjuk publik hati busuk pernah percaya mentidakkui keasliannyaa jakamur hukum tepat\n",
            "wong tanyaa ijazah asli rasa hina siapa hina anda sendiri rasa hina tunjuk asli santidakata hormat hina kamu sikat\n",
            "jokeowi s dipkamuma is indeed fake \n",
            "kasih ssaja ijazah lapas serta stempel terletidakalauisir makan asam tidakarenaam jeruji besi\n",
            "semantidakata terus bung roy suryo dkk salam akal sehat berantas dungu mersajalela\n",
            "tidakk maling ntidakku maling bos pak mul ntidakku asli tidakk mau tunjuk kalau tunjuk tahu palsunyaa\n",
            "kayaknyaa kata nara sumber persis kyk roy suryo\n",
            "kayaknyaa orang2 gerombol roy cuma bawa polisi wajib periksa jiwa nyaa deh\n",
            "kakakamu pingin hina fitnah tunjukin saja jantidakn nyaari2 korban ikut nyaa  cukup bambang tri gusnur \n",
            "ntidakpain uji forensik kan dah jelas ugm mengekamuarkan ijazah\n",
            "jelas isu ijazah\n",
            "buat pembelsajaran biar orang tidakamupang tuduh orang apa rendah\n",
            "ps sayah masa ijazah palsu masalah apa muntidakin orang ijazah palsu ntidakku tni sesuai dg tintidakah laku sebatidaki orang tni atau ijazah palsu ntidakku dokeataer prakataek kemudian makan korban payah kalau lansia jadi pimpin bepikir orang pernah mengenyaam pddkn\n",
            "penjara roy suryo secepatnyaa\n",
            "awal tunjuk uji kakakamu asli maka semua kakakamu sembunyaikan curitidak \n",
            "pnjarakan duka biar efek jera\n",
            "bukan hina hina diri sendiri ijazah kalau indikasi palsu wajib usut wo\n",
            "selesai kkamu tunjuk bbegitu sja biar pentidakdilan putus\n",
            "hina sy se hina2nx bgmn mtidak jk mau ribut2kan bukan karenan rakyat karenan terlakamu jauh tarik ijazah ini karenan sendiri milik ijazah palsu mau tuding ya tunjuk ssaja lah biar rakyat nilai siapa tipu bohong  siapa fitnah\n",
            "roy roy sakit ati apa sih kamu\n",
            "a saya yakin ribu persen tetangtidak si wati tidakk perawan ngomong berbatidaki media b tuduh membukataikan tuduhannyaa tidak kamu hukum fitnah bikin tidakduh a tidakk bisa si watilah membukataikan kalau perawan dentidakn cara tunjuk memeknyaa hadap publik bikin tidakduh\n",
            "makanyaa lihat susah\n",
            "jantidakn heran pak hak bertanyaa\n",
            "siap2 buat cerita ulek hotel gratis siap nanti biar buat cerita ulek ntidakk koar2 lg mukamutmu harimau\n",
            "mantap benar lantidakah bapak jokeo widodo lapor delik adu polisi ri wartidak ri yang hasut hina fitnah kpd orang kpdnyaa jantidakn kamupa pakar2 hukum fer transparan tidak pihak pd siapa landas hukum ri bila bicara ruang publik media intidakata saran karenaitik asal bangun jutidak lindung undang2 ri jantidakn tsb melangtidakarena undang2 spt undang2 perlinduntidakn hak pribadi orang undang2 no 23 th 2023 sudah grop roy surya cs sentidakja buat narasi2 di ruang publik di media dulul untuk jatuh nama baik orang nanti tahu pentidakdilan siapa karenaoni2nyaa balik semua itu jika terbukatai salah pentidakdilan akan terbontidakar siapa etik moralnyaa bejad negeri ini\n",
            "kepala panci wajib bukan biar tidakwur biar kapoke tuu si muka panci\n",
            "otak kamu tidakk cek duka kakakamu bilang mamak gua ewe kamu mau bikataikan tidakk\n",
            "enak ssaja imnu ngomong hrs lapoekan  pnjarakan kalau mmng slh \n",
            "petnah yo\n",
            "jijik lihat orang roy panci\n",
            "bukatai apa ditunjukin sama pedentidaki mrka tetap ngtidak akn prcya nma nyaa kedentidakian mndarah daging jakamur hukum jln tepat biar pedentidaki dpat imbal atas kedentidakian nyaa\n",
            "pak wowo bela lindung majikannyaa karna majikannyaa sperti macan kamumpuh\n",
            " proses hukum  menit 02 02 orang jokeiwi panggil pentidakdilan tidakk pernah mau tidakdir mengapa\n",
            "kalau bp prabowo jelas temanyaa bp sby\n",
            "iya wowo gimana sih  ijazah kan dokeumen netidakarenaa jutidak nah kkamu palsu gimana percuma sekolah dong  wowo malah bela orang palsu ijazah\n",
            "kalau punyaa asli tingtidakalau tunjuk ko angel men \n",
            "benar pak jangn lepas  hina\n",
            "emang siapa mau tinggi orang tidakdaikan netidakarenaa\n",
            "roy suryo bui mati udah selesai karna roy suryo genrasi terus amien rais\n",
            "pertanyaaannyaa kkamu udah tunjuk proses adil pak suryo henti ngeyel itu masalahnyaa sedantidakan ugm mengekamuarkan ijasah mentidakataakan asli pak suryo tetep ngeyel\n",
            "playing fictim memlihara kasus atidakarena tetap muka dia hina dirinyaa sendiri santidakata mudah tingtidakalau tunjukin publik ijazahnyaa atidakarena kamu susah2 mentidaknalisa berbatidaki teknokeamugi\n",
            "sabar ngih pak\n",
            "tunjukkin kkamu asli selesai kan\n",
            "baris sakit hati\n",
            "penjara ssaja\n",
            "semotidak roy panci serta grombolanyaa busuk penjara kamu g kelit panci siap2 kau hukum nanti tambah hukum sang cipta \n",
            "narasumber imbang meski tunjuk kaum hati busuk tetep tidakpercaya paling benar jakamur hukum biar tau siapa salah  benar konsekuensinyaa penjara salah biar asal nuduh asal jeplak mukamutnyaa gilir penjara bilang karenaiminalisasi ko cemen banget jadi orang\n",
            "bekamum tau kalau universitas suka kekamuarkan ijazah aspal pernah kuliah ijazah  gelar dentidakn cara bayar sekian juta ijazahnyaa asli lho dikekamuarkan univ kalau periksa tau kalau aspal\n",
            "tau kan tuh kata ahli tingtidakalau tunjukin ijasanyaa trus perkara selesai usah lapor lapor polisi setidakalaua pertanyaaannyaa kkamu udah tunjukin ngeleyel tidak feeling sih ngtidak\n",
            "             \n",
            "asiiiiik bakal 2 kali sipanci masuk bui tunggu yakin 1jt  sipanci masuk bui\n",
            "yah karna rasa orang paling hebat dukung banyaak hutang budi\n",
            "layan kehilantidakn\n",
            "ngomong sih enakkkkkk\n",
            "jugan rasa hina fitnah tunjuk dong ijasah nyaa biar semuanyaa terang mudah simpel itu rasa hina fitnah mau sama sekali tunjuk ijasah nyaa gimana orang nilai bnr bnr fitnah tidak rakyat lihat ijasahnyaa asli baru bilang fitnah\n",
            "si jokeo bukan hina hina akibat peilakunyaa sendiri\n",
            "nanggung kalau cuma lapor wartidak netidakarenaa kalau punyaa nyaali lapor gutidakata ssaja occrp jelas jelas hina saksi rakyat dunia\n",
            "bangsa2 besar dunia punyaa alexander the great genghis khan timurid napoleon bonaparte umar bin khattab dulul eh era abad 21 mantan pimpin bangsa jadi main sama rakyatnyaa karenan ijazah palsu semua jadi kalau wibawa kalau pimpin wibawa orang tidakada berani nyaenggol\n",
            "hibnu nugroho katanyaa prof ternyaata gob umpama tanyaa asli ijazah  hibnu  tunjuk ijazah  kkamu bisa sekamuruh jabat indonesia sibuk tunjuk ijazahnyaa karenan ad pihak suka\n",
            "prabowo prisident boneka\n",
            "simple biar ntidakk kisruh tubuukin ijazahnyaa\n",
            "kata selesai baris sakir hati tidakas teruus\n",
            "cepat cepatnyaa bawa ranah hukum lebih baik sebatidaki pembelsajaran maraknyaa medsos bebas dapat jadi modus fitnah hukum tempat paling tepat penyaekesainyaa\n",
            "dkamu roy suryo bilang risamaon bohong dkamu risamaon bilang roy suryo tipu\n",
            "komentator tv ko kaya nda tau atur saja namanyaa data pribadi setidakamupang tunjuk nih kakakamu udah penyaakit hati udah buat baik mash tetap masalah tau kan maksud\n",
            "sedantidakan ijasah 11000 t kantong ngedabrus wi\n",
            "wak  wak  kamu dipertanyaakan ke pakar si hn  kkamu semua orang bebas mempertanyaakan  tuduh  hal privat orang  orang wajib membukataikan benar nyaa  kacau \n",
            "roy cs ketar tir\n",
            "kkamu mmng ijazahnyaa tingtidakalau tunjuk ijazah nyaa kkamu mmng pernah kecap bantidaku kuliah baca bahasa inggris ngtidak belepotan kaya anak tk\n",
            "orang pintatnyaa membolakbalik fakataa fitnah adudomba tipu\n",
            "kasus ijasah palsu qomar segera selesai karna qomar nyaa cooperative tindak hukum nyaa fokeus penyaelesaian ijasah palsu bisa fokeus jutidak ngg kalean usah baperr usah lebar kamuana mna fokeus masalah ijasah nyaa selesai satu2 kooperatif selesai jujur hormat hukum laku d netidakarenaa ini masa kalah sama qomar kasus ijasah palsu bisaa tuh tidakduh tuh lebar kamuana mana bisaa tuh d dasar benci penyaakit hati fitnah kezi dulul selesai kn kasus nyaa  \n",
            "profesor nara sumber ragu penjelasannyaa santidakata subyekataif\n",
            "baru pa mahpud rakyat suka komentar\n",
            "emank kalau tunjuk asli depan media masalah selesai bebegitu ssaja yakin yakin gx oboke oboke  yakin gx pollitisasi yang ntidakku pakar telematika coba tunjuk ijasahmu  biar tidakntian oboke oboke netizen\n",
            "lah lah si wowo playing fikataim kakakamuk memang asli tingtidakalau tunjuk media trus posting x jutidak kader psi ketumnyaa anaknyaa sendiri\n",
            "ndasamau mulyono hina\n",
            "rasa hina batidakimana muntidakin skarenaipsi tulis tesis kamukamus tanda tantidakn kesah dosen uji arti ijazahnyaa abal2\n",
            "dapat prof hibnu proporsional profesional sebatidaki ahli\n",
            "kandangin semua orang2 gila\n",
            "sekamuruh rakyat indonesia andeykan bahagianyaa kakakamuw gerombol ini si roy panci cs dijebkamuskan jeruji besi enek lihat muka paragerombolan ini\n",
            "kelas prof nglantur bebegitu apa ugm sekolah2 ngkamuarin ijasah tele tele bebegitu sekolah2 udah mentidakkui keasliannyaa ijasah dikkamuarkannyaa\n",
            "orang prabowo pwnakut jutidak\n",
            "metidakwati punyaa s1 pernah bahas\n",
            "kalau palsu bohong sih ribet kalau asli simpel pak\n",
            "knp duka g bangtidak pak jokeo wi\n",
            "memang orang2 sakit jiwa semua\n",
            "justru situ bikin hina nie bangsa hasil apa prabowo\n",
            "kelas ugm skarenaipsi kayak lapor prakataikum wsajar dipertanyaakan kalau ijazahnyaa asli tingtidakalau lihat ssaja publik selesai masalah ini masalah sepele sendiri bikin ruwet\n",
            "masak mensejsajarkan dirinyaa dentidakn tidakalauileo tidakalauilei ckckck cermin mana cermin\n",
            "tidakk kamu tunjuk ntidakpain biar masuk penjara tidakk punyaa ijasah asli ngomong palsu\n",
            "lihat ijasah asli kalau racun udah kecubung dableg\n",
            "profesornyaa jutidak macam sentidakalaueh kan sini jelas unsur hasut hina siapa tk haknyaa lihat dokeumen milik pribadi orang\n",
            "justru nuduh kamu d ragu \n",
            "mantappppp  lanjuntukan\n",
            "iya betul pasti duka izazahnyaa asli palsu\n",
            "pakar 90bl09 berat belah enak banget nunjukan ijazah doank nuduhlah bukatakan t0l0l\n",
            "didutidak prof hibnu ngtidakk ntidakceng lagi coba tuju kalau \n",
            "ah lebai ekamu hina rakyat tukang bohong da jal\n",
            "maka karna ijazah emang benar2 palsu makanyaa tidakk berani tunjuk\n",
            "tidakk tunjuk karna benar2 palsu wkwkwkwk kkamu emang asli tidakk tunjukin\n",
            "pakar hukum nyainyair\n",
            "roy suryo cs siap fotografer baik foto pakai baju shopee\n",
            "ijazah palsu jadinyaa milik ijazah vs penggutidakata harusnyaa kampus vs penggutidakata\n",
            "dak kamu hina kau hina jokeowidodo\n",
            "mau ijazah bapak d pertanyaakan masalahnyaa dmana pak tuntidakalau tu njukan beres\n",
            "ijazahnyaa jelas asli apa palsunyaa main lapor jelas tepat\n",
            "pribadi bingung mengapa larut masalah ijazah knp ya\n",
            "roy cuma cari panggung tapi malah bkamunder paling endingnyaa panci masuk penjara\n",
            "sayah ya kkamu bangtidak pamer ijazahnyaa kan malah hina malah harum namanyaa pak mahfud jutidak menyairatkan dentidakn bicara ini sebenarnyaa jadi seandainyaa hukum ketat mencetidakh pelangtidakarenaan palsu ini\n",
            "ijazahnyaa tidakk ada\n",
            "ijazahnyaa ada puyeng tidakk tuh\n",
            "tuduh dah siap hadap bapak tim hukum bapak jadi secepatnyaa proses jugan berlarut2 jelas endingnyaa bawa bukatai ijazah aslinyaa sedia uji keasliannyaa ilmiah tim independen bukan hanyaa dar testimoni kkamu dar testimoni mah dah laku sejak sidang pentidakdilan bambang tri 3 tahun lakamu kasusnyaa berlarut2 sampe sekarang\n",
            "kamugowo dasamau\n",
            "makanyaa tunjuk dong ijazahnyaa atidakarena masyarakat tidakduh \n",
            "ki mlh mbelani roy panci\n",
            "jantidakn beli hukum nyaa pak\n",
            "orang temennyaa roy suryo cs\n",
            "si mul tidakk maka kakakamu memang aspal udah diam jabur 30 tahun kekamuar ind jantidakn tahan ijazahvyang aspal\n",
            "tetidaksnyaa dipentidakdilan bo\n",
            "sayah nih orang jokewi sdarii hina diri sdarii cb kalau jujur psti tidakk soal sdarii buat ulah playing victim\n",
            "betul lapor polisi jantidakn terima maaf sebekamum jalan hukum penjara biar taubat\n",
            "publi tidakk butuh ijsajah penting kerja yanta\n",
            "karenaiminalisasi apa lagi bukan jabat lg kan dia punyaa hak hukum sama\n",
            "jadi sabar liat bang roiyyy d penjara \n",
            "kakakamu asli undang masalah tunjukin aslinyaa beri sempat laku uji forensik kalau memang asli apa resikonyaa takut mbulet ky tahu bulat takut nunjukin aslinyaa\n",
            "ala pak ngtidak mudah pak bilang tidakamupang kakakamu ijazah asli tujukin kakakamu orng hatinyaa busuk pasti dah tunjukin jutidak mau ulik unilan gokeamuntidakn orang sakit hati tetep enak perut sendiri lantidakahnyaa bagus penjara tempatnyaa tu orang2 bikin tidakduh\n",
            "santidakata muntidakin  ketidakduhan2 politik indonesia dana jarintidakn perdatidakntidakn narkoba judol mentidakalauihkan perhati publik intidakata  nilai perdatidakntidakn narkoba capai 500 t  tahun\n",
            "tujuh tokeamung kkamu memang nyaatakan asli pentidakdilan tokeamung pengutidakata segera masuk jarah biar aman\n",
            "se simple ferguso kkamu biar fakataa hukum  kuatir tiba tiba orang datang rumah nanyaa ijazah asli palsu kan jadi kacau budaya sopan santun bangsa kita\n",
            "sayah kog ribuet bukataikan dong porensik mengapa susah\n",
            "\n",
            "penting ntidakpain kepo\n",
            "sy ragu ijazah presenter narasumber ini palsu\n",
            "orang kurang tidakwean lindung balik demokearenaasi hina\n",
            "kkamu preidennyaa pihak kayak gin trus apa peradilannyaa adil\n",
            "lanjuntukan pentidakdilan biar jadi terang tidakamublang\n",
            "hahahahahaa la siapa ntidakataur ntidakataur\n",
            "beliau mengukamur wakatau atidakarena buat asli\n",
            "manusia macam roy muntidakin puas meski tunjuk aslinyaa msh cari2 terus\n",
            "benar kata rhoma yang benar penjara yang salah tertawa\n",
            "hasil psn tindas rakyat\n",
            "tuduh hati2 jugan sampe fitnah siap2 anaknyaa msh kuasa lhoooo\n",
            "ini hebatnyaa ttidakalau negeri konoha tuduh malah membukataikan bukan tuduh membukataikan wooooiiiiii mikir tidakk sih netidakarenaa udah plg pergi bulan begini2 nyaari2 orang buat salah hadeeh\n",
            "justru kejar teruuuuus apa halantidaknnyaa menyaala juang benar\n",
            "angtidakp sj tidaknjaran kebohontidaknnyaa bohong g terima hina kalau mau hormat jujur\n",
            "emang dah hina hina emang dah\n",
            "nak en prof semotidak kekamuartidakamuu kamu sendiri suatu nt mentidakalauaminyaa\n",
            "kakakamu tunjuk cari kesalahannyaa dasar orang2 manusia licik bengis\n",
            "ahli pidana jelas pidananyaa  jantidakn buat cerita bapak tau jalan ceritanyaa\n",
            "tokeamung orang pintar pandai ngomong bantu perintah bangun jalan cepat\n",
            "inasah asli penting pk prabowo kkamu ijasah per soal kan ntidakpain didik nkarenai\n",
            "kata teman2 sy santidakata2 layakkkk itu\n",
            "tertib aman damai orang macam rs t rg dulul tindak proses hukum\n",
            "hanyaa satu kata jujur lah menyaelesaikan masalah ini\n",
            "pakar tidakk lihat pomengapa masalah lihat efek masalah ribut tidakk ujungnyaa lantidakah hukum paling valit mentidakkhiri ini\n",
            "ribet sih  kasih ijazahnyaa tunjukin beres\n",
            "bukan hina realita kaleeee\n",
            "belah mikirin bontidakar makam palsu mikirin ijazah palsu\n",
            "siapa laku kebohontidakn dia manusia hina\n",
            "uu koruptor hukum mati rampas asset triak2 nie  itu masalah urgent penting kamuh karenan 12 tahun dicuekin dpr konoha m ini malah rusuh karenan ijazah  katidakk nitizen  katidakk pakar  katidakk elit konoha rendah semua cara berfikirnyaa malah cenderung dungu   pantes konoha maju2  sdm nyaa level tentidakureb karenan tidakamupang giring  setir  disogoke tipu okenum korup iblis\n",
            "ngtidak lego-legowo tetusin pak jantidakn dengerin orang2 gipa punyaa otak\n",
            "bukan masalah ijazah nyaa pak prabowo palsu nyaa\n",
            "hukamunyaa ugm putus ugm lah penentunyaa\n",
            "masalahnyaa orang orang suka mentidakda memang dapat hukum biar liar\n",
            "daah tidakk kamu ngekamu  mrs hina silah sj lihat ijazah asli selesai\n",
            "roy suryo msnusia sombong dobol\n",
            "2 mei 1922 taman siswa ki hsajar dewantoro bp didik tut wuri handayani jokeo widodo bp palsu kamukamus kamukamus ijazah yang penting aspal  menyaedihkan \n",
            "tim projo gutidakata balik ngrkamunjak orang\n",
            "minta tunjuk ijazah universitas nama mestinyaa hormat bukan hina \n",
            "kkamu mau sebut karenaiminalitas jantidakn so so jago paling pintar kkamu udah lapor bilang karenaiminalisasi\n",
            "kentut birut\n",
            "tapi tunjuk ijazahnyaa bukan cuma poto kopy nongol\n",
            "ugm udah speak up\n",
            "dullatep92 artinyaa bantah\n",
            "benar demokearenaasi bukan arti semena-mena tetep oranh timur sopan santun\n",
            "buzer bang\n",
            "wah komentar propatidaknda\n",
            "masalahnyaa se easy\n",
            "alas sakit tangguh tahan\n",
            "makkamum lah bro nama nyaa orang orang sakit\n",
            "lawan terus gerombol bohong\n",
            "bilang dikarenaiminalisasi playing victim \n",
            "plh jakamur hukum slkamu memenantidakannyaa\n",
            "bina\n",
            "betul sekali pak tuju\n",
            "ora percoyo yi\n",
            "ahli hukum apa sih sederhana masalah biar berlarut2 timpa orang lain lebih ntidakwur jadi obyek teliti jadi guyon publk seijin milik jadi tunggu putus pentidakdilan\n",
            "terlakamu receh netidakarenaa ngurusin inovasi ngurusin tarif expor impor  konoha ribut soal ijaza orang jadi pimpin  gimnaa mau maju nih netidakarenaa\n",
            "bos bos udah jelasin ugm menyaantidakal\n",
            "problemnyaa namabaik orang d cemar ssaja titik bila mengtidakamupantidakan nama baik dcemarkan pentidakdilan tempatnyaa\n",
            "sama- sama saksi pada akhirnyaa benar tempuh jalannyaa sendiri\n",
            "pembukataian ilmiah ditangtidakpi dentidakn santidakut pautnyaa rasa hina kasus lama jadi sebekamumnyaa\n",
            "anak abah  orang sakit hati\n",
            "politik aksi 16 milyar nanti\n",
            "prof bela ruy panci kayaknyaa\n",
            "komen rata rata dukung panci tokeamung lihat rekam jejak roy dehh sumpah duka bikin tidakduh terus kalian percaya sama dia heran\n",
            "jare delik abisaokeamut lah akhire ngomong simpel pentidakamuat hukum opo kubu sono\n",
            "hayo tunjuk ijasah p prabowo\n",
            "mudah prof liat ijasah roy panci tidakk percaya jelas karna benci cari cari celah terus prof tidakk jeli prof apa\n",
            "selamat datang penjara umur hidup roy suryo cs \n",
            "rasa hina\n",
            "modyar roy cs msk penjara\n",
            "bukan rahasia lagi bung\n",
            "apanyaa betul emang ngejawab soal\n",
            "informasinyaa santidakata tepat benar ngebantu buat suka action peduli sehat rekomend\n",
            "percoyo karo sampean yo musyrik pam\n",
            "ngurusi receh ssaja mampu batidakimana mau maju\n",
            "jumarbebek lah apa untung nyaa urus hak privasi orang  misal asli untung nyaa apa misal palsu untung nyaa apa rugi \n",
            "untung rugi pribadi2 muntidakin langsung pemetidakng laksana didik sd samap samaa universitas se-indonesia buat pelsajaran atidakarena tata kekamula didik netidakarenaa prudent punyaa integritas  lepas ijazahnyaa palsu asli \n",
            "lah kkamu ky gin dibiarin jadi lg makin puruk \n",
            " jumarbebek nahkaan\n",
            " baristakampoeng7631 yakalaupalsuyarakyaddirugikan lah emangnyaakamu ditipueeemmmakkalaukamuudanbinimuualah bahagiaaa yaitulahkamu kakakamuaku tidaksukaddditipuu apalagidiamakanduidddariakyadduidffnnehhtidakarenaaaa apalagi akutaatbayatapisajak dan aapalagikebijakandia tidakamuenguntuntidakanrakyadd terutamasaya diapelidtidakpernah naikin tidakjiiih dayabelikumenurunn\n",
            "inovasi berkat didik orang pernah kulaih milik ijasah\n",
            "kebanyaakan mempunyaai hati iri dentidaki dendam apalg orang2 haus rakus kuasa uang lihat saja orang bebegitu banyaak prestasinyaa kinerjanyaa dibangtidakkan banyaak rakyat knp ijazah soal apa prestasi orang2 busuk netidakarenaa ini bisanyaa tebar racun fitnah dentidaki hati benar2 busuk\n",
            "pratamanilanila-d9f banyaakarenaakyad menyaengsarakan rakyadyantidakda membangtidakkanternaknyaa barubenarr\n",
            "baristakampoeng7631 soalnyaa pasal undang undang kuhp palsu ijazah kalau ijazahnyaa terbukatai palsu kena sanksi hukum 6 th penjara denda besar 500 jt\n",
            "iya benar orang batak kan dukung abah anies\n",
            "bisa\n",
            "gelar dokeataornyaa dapet mana ya\n",
            " bisamaacantika6359 ugm asli akamumni aku bukan dukung roy suryo fakataanyaa emang hehe\n",
            "sabar batasnyaa\n",
            "siap busuk penjara \n",
            "fitnahnyaa dimn konsep fitnah hrs clear tuju tuduh bukatai fitnah\n",
            "emang sentidakja mau bukataikan kamu siapa dia ingintau ijazah orang\n",
            "si roy mimpi jadi tidakalauileo \n",
            "hina allah maha kuasa lewat manusia akibat kebohontidakn nyaa serakah duniawu kuasa nyaa ahir nyaa jebak dikubantidakn nafsu serakah nyaa kuasa  resiko hidup tamak\n",
            "10 tahun hasil tipu\n",
            "seandainyaa terbukatai bhw milik ijasah ugm justru lah lama hina bangsa indonesia\n",
            "sayah pk wo\n",
            "hina diam di fitnah diam di bully diam di suruh jujur lawan  adil mulyono\n",
            "terus terus bilang palsu jentidakel pak\n",
            "kakakamu bebegitu enak sudah rendah cemar nama baik kakakamu adil\n",
            "selaka paling dariama lebay selaka rasa paling dzolimi ada bapak esememanga\n",
            "prof ntidakk mutu\n",
            "bodoh ragu asli nyaa\n",
            "apa tujuanyaa roy surya ngusik ijasah mau cari tidakduh penjara roy surya kawan nyaa\n",
            "hai ntidakku propesor danilmu tata netidakarenaa enak sajah bapak ngomong coba anda nyaa jadi sama bapak lama ber tahun tahun\n",
            "netral ssaja dukung benar bukan dukung salah\n",
            "ntidakpain uji kamuar negri apa sih mau nyaa\n",
            "lanjut tidakss pak sudahe mulai takut si roy dkk\n",
            "masnyaa dendam pribadi kyknyaa  duka sempat foto stupa candi sekarang ijazah face-bkamue-samailing\n",
            "jutidak heran soal knapa kerna awal ngtidak pernah ditunjukin  tunjukin selesai\n",
            "minta tunjuk izsajah malah tuduh melangtidakarena ham tuduh rendah hina jkw lah sebenarnyaa bikin tidakduh betul kata prof hibnu sebenarnyaa simpel jkw hanyaa tunjuk ijazah aslinyaa publik kamuh ijazah ugm silah kalian uji forensik dapat mudah kasus selesai lama kan memang pernah mau tunjuk pancing orang koar koar olah hina rendah koar siap penjara heran kalau mahasiswa bangtidak sama ijazah nyaa sendiri mendapatkannyaa santidakata sulit kalau memang ijazahnyaa palsu belit belit lapor sana lapor sini besoke lapor jutidak tuh semua netizen tuduh ijazah jkw palsu\n",
            "biar tunjuk asli tetap ntidakk mau terima kekamumpoke roy surya mau mrcah belah netidakarenaa\n",
            "mantap prof\n",
            "jantidakn2 bnyaak ijazahnyaa bodong\n",
            "coba bapak ntidakca diri muntidakin betul bapak hina\n",
            "pentingn terbukatai tuduh palsu kasus selesai\n",
            "30 thun hukum nyaa\n",
            "enak selesai\n",
            "wajib tantidakap penjara ssaja\n",
            "hidup susah gin bilang sukses 10th\n",
            "hina nyaa hukum cepat caci maki sekamuruh dunia\n",
            "kalau palsu siang 2tidakk tunjukin\n",
            "emang palsu mau apa lg\n",
            "tonton seru orang2 tidakk kerja\n",
            " tidak jadi ah besoke kakakamu udah tau\n",
            "orang masuk orang hina dentidakarena dunia\n",
            "hasil 10 tahun rusak konstitusi memporakporandakan demokearenaasi rusak reformasi  ternyaata pimpin iq nyaa 58 sungguh terlakamu\n",
            "laku fitnah lapor\n",
            "kamugika koplak\n",
            "otakamuu dantidakal yang mnuduh hrus membukataikan palsu bukan mnta tunjukin asli trus dsar ap mnuduh palsu kalau bkamum lht asli otak nyaa dmna\n",
            " viruspolitik178 percuma bang nasehatin orang pernah sekolah\n",
            "a saya yakin ribu persen tetangtidak si wati tidakk perawan ngomong berbatidaki media b tuduh membukataikan tuduhannyaa tidak kamu hukum fitnah bikin tidakduh a tidakk bisa si watilah membukataikan kalau perawan dentidakn cara tunjuk memeknyaa hadap publik bikin tidakduh\n",
            "enak banget udah nuduh ijasah palsu  dalil palsu membukataikan ntidakpain punyaa ijasah suruh membukataikan kamugika kamu koplak\n",
            " viruspolitik178 beda kelas lah bang kamugika akal sehat sama kamugika jilat buta kkamu sama jilat analisa ilmiah musuh bahkan d sebut nyaa fitnah masa temu ilmiah d sebut fitnah emang ilmiah ky okenum dosen ky okenum rekataor ky okenum kpu bisa d suap wkwkwk\n",
            "sapaaaaa tunjuk ijasah sampean\n",
            "komenmu koplak\n",
            "psudahal minta rakyat nyaa y kn\n",
            "ilmsajaya75 silah dibukataikan ssaja siapa dalil palsu membukataikan  katanyaa ilmiah silah ssaja\n",
            "deniirawan-y6o  rakyat mana kakak rakyat 16  \n",
            "orang kalau hatinyaa benci kasih lihat asli tetep mentidakkui itu fakataa\n",
            " deniirawan-y6o rakyat membencinyaa kakak\n",
            " yantodasi1035 lah gmana sih kamugikanyaa kan lapor udah membukataikan kaji ilmiah ttg palsu ijazahnyaa sekarenag kkamu mmng jkw mrasa hina bukataikan jtidak dong dntidakn kaji ilmiah kkamu ijazahnyaa asli baru lapor cemar nama baik wong bukatai keasliannyaa bkamum udah lapor cemar nama baik\n",
            "yositamaulina3210 memang udah lapor nuduh ijazah palsu heee wong suruh membukataikan mbulet\n",
            " viruspolitik178 koplaknyaa  patah argumentasinyaa hai buzzer \n",
            "dasar kaum panci padahal ugm uda kalauarifikasi karna hati busuk bekamum benar uda fitnah sana sini tiba lapor rasa sakit  kaum panci hatinyaa busuk penuh kebncian\n",
            "mantab bang \n",
            "bodoh\n",
            "\n",
            "roy panci cs ketar tir 6 tahun masuk bui\n",
            "enak benar kamuu ngoceh\n",
            "kamugika bodoh misal  si r tuduh curi kalau mau tunjuk bukatai curi si r curi kan bodoh kamugika ini\n",
            "sayah jutidak kalau kuliah ijazah  ijazah hasil nipu kalau terbukatai palsu\n",
            "jelas sebatidaki wartidak netidakarenaa mempunyaai hak wajib sama\n",
            "tidakk paham hak privasi ijazah lw publik\n",
            "move on dukung 01 03\n",
            "siapa jamin kalau tunjuk roy cs terus percaya mikir\n",
            "cie cieeee kaum roi panci girang kali bela profesor abal abal\n",
            "bebas2032 dukung wi woke detoke not onli toke detoke\n",
            "ferryprakoso7596 kalah jelas menang raya\n",
            "bebas2032 termul dongoke\n",
            "bukan hina in pak hijau bukataikan duka ijaza mana benar\n",
            "syamsudinkbilau984 undang2 adapun orang punyaa wewenang hak menyauruh orang sebut tunjuk ijazah coba atm kamu ditunjukin publik mau tidak ken tau saldo nyaa brp paling kere\n",
            "koplak ngbrol panjang lebar\n",
            " deniirawan-y6o rakyat mana kawan rakyat tidakk mau benci sampe hobi suudzon muka sama orang lain kamu sama kaum kaum kamu akut tokeamulnyaa ati2 jantidakn sampe mati benci\n",
            " ferryprakoso7596 yang sayah nuduh lebih sayah pengikutnyaa tidakamupang makan ketokeamulan kaya kamu lah\n",
            "tunjuk yakin selesai kalau sama mas oy oryo ini \n",
            "lapor bukan asli palsunyaa ijasah  tapi sembrono teliti bukan ownernyaa konsultasi  cek n ricek owner  malah hakim palsu mengumbarnyaa mana sekarang pucat pasi \n",
            "bodo\n",
            "yantodasi1035 duuh mas yanto mas yantoo kamu ngomong apa\n",
            "yositamaulina3210 lha ngtidak tau ngomong apa  baca\n",
            "yantodasi1035 mas sesuai paham ssaja paham beda\n",
            "yositamaulina3210 iya mba mang beda\n",
            " ciecieciecie6229 pernah ntidakku gelar ir dar ugm yakin bahasa inggris kamumayan dentidakn baca teks andai punyaa ijazah asli \n",
            " okeataacyantidakdyt benar buk hatinyaa kotor kayak sampah benci bikin bodoh fakataa adanyaa\n",
            " yantodasi1035 iya bebegitulah si koplak\n",
            "mengapa nyaa podo nih orang sama roy cs\n",
            "we woke de toke toke de toke we woke\n",
            "hihihi playing victim ijazah asli titel dar  daya intidakata daya karenaitis daya analisa publik serendah bayantidakan mana ratus investor asing masuk ikn sampean gembar gembor  sudah terlakamu sering ente ngibulin rakyat nomong ngomong gimana kabar pak kasamaujo bimbing sikarenaipsimu \n",
            "udah jelas fitnah kalau prof dibegituin gimana\n",
            "anak w4bah tu ribet kerjanaya demo jilid jilid\n",
            "saatnyaa lawan bawa k jakamur hukum di situ pembukataian nyaa biar nyainyair yang salah penjara selesai urus\n",
            "walaupun tunjuk bekamum selesai kalau niatnyaa benci\n",
            "bicara rasa rendah pakwi knp ndak tunjuk sj wartawan kan sd lama pak knp ber tele2 biar rakyat tadi saling bentur kasihan ujung2nyaa rakyat rugi\n",
            "kkamu d tunjuk pro kontra d analisa y mending lapor ssaja\n",
            "dunia tipu tak jelas siapa tipu tipu entah siapa hina  hina\n",
            " hukum pak jantidakn maaf orang\n",
            "jokeo santidakuni mempermakamukan dirinyaa sendiri ajine diri ono ing lat wi\n",
            "punyaa ijazah asli tidakk kerja alias ntidaknggur maka dong sama ijasah palsu bisak jadi jabat \n",
            "indonesia banyaak orang pinter jujur prof sikat malah pake orang bodoh bahasa inggris g abis hukum obrak abrik\n",
            "orang bgo kali ya itu data pribadi bos yang menyaatakan sah pihak kampus ini fitnah parah ini\n",
            "otak karenaiminal aku salah apa orang salah sampai akhir hayat buat sudaholim fir aun nyaawa tenggorokean baru sadar tapi tetap mati \n",
            "apa mahput ikut ntidakk jelas\n",
            "titik masalahnyaa karenan tuduh terus nerocos rasa soke benar kalau niatnyaa baik tunjuk\n",
            "memang kau hina perna tunjuk ijazahnyaa aslimnyaa\n",
            "profesir tidakk fair jutidak\n",
            "apa tunjuk ijazah kpd suryo cs niatnyaa kurang bagus\n",
            "heran tidakk kamugis roy risamaon jadi satu kompkamutan padahal kemarin sama saling tuduh ahli abal eh sekalinyaa satu malah saling support saling mentidakkui ahli masing kata pak roy ahli telematika bla bla bla kata pak risamaon ahli forensik digital bla bla bla sajaiiiiib\n",
            "bulat palsunyaa daripada tawan se nkarenai lebih baik bayar parcoke\n",
            "pakar bohong mau nanyaa tri bawa perlentidakapan dapur bukan haknyaa\n",
            "arti buat tidakduh siapa sipenggutidakata digutidakata mau tunjuk ijsajahnyaa tokeamung jawab rekan rekan pencerahannyaa triterima kasih\n",
            "prof berfikirnyaa bodoh begitu\n",
            "lebay banget kata-katanyaa\n",
            "padahal sokeamusinyaa jawab lewat podcast santai bikin dariama emang sama cari panggung saja\n",
            "kalau benar palsu gimana makamunyaa  tunggu mediasi pembukataian asli palsu jadi penasaran\n",
            "untung sy pilih prabowo kemarin harusnyaa prabowo bantu masyarakat usut ijasah asli palsu\n",
            "urus ijazah harusnyaa belsajar satapiam polda satapiam kalau ikut dikalauat cuma nemba ijazah bakal sulit ngurus bikin kataa walaupun punyaa ijazah tembaan ijazahnyaa jutidak mudah identifikasi tembaan polda biasanyaa cuma suruh ikut dikalauat bujp\n",
            "mulyono hasil menumput utang netidakarenaa besar panjang sejarah\n",
            "pakar apa ini apa ngtidak lihat roy panci apa ngtidak bkal percaya karenana tetap ngeyel apa palsu proses hukum jalan baik\n",
            "udah sbtidaki rakyat tuju lanjutin ssaja biar tidakk resah trus\n",
            "ngtidakk usah hina memang santidakata hina  ngtidakk usah rendah memang santidakata rendah\n",
            "usah sekolah ya enak zaman beli ijazah asli kata orang katanyaa pintar ya pintar nipunyaa\n",
            "tunjuk aslinyaa selesai nih barang justru kecuritidakan tambah sulit sekali\n",
            " mulai dukung miliyono\n",
            "jugan beri ampun roy suryo cs karenan roy suryo cs rendah orang biar nang darah jugan beri ampun\n",
            "bodohnyaa ijasah edit sana sini orang tanggung jwb sebar media ko teliti mikirr\n",
            "baris cundang anak abah san pdip kalah pilpres move on\n",
            "walaupun cuma fotocopy an mudah deteksi beda\n",
            "kalau masuk jakamur ordal biasanyaa aman usik\n",
            "kau hina rendah suu\n",
            "wis ora nggenah kabeh maksudnyaa cuma pingin punyaa pimpin jujur apabila pimpin ssaja jujur gimana pimpin percaya sebenarnyaa mudah tunjuk ssaja\n",
            "tidaksss\n",
            "jokeowe palsuuuui\n",
            "tunjuk aslinyaa cepat muntidakin dah beres   tidakk usah ber thele2 \n",
            "sabarnyaa sekamuas samudaria aq jadi beliau uda tk musnah\n",
            "suryo benar2 rasa dirinyaa sama dg tidakalauileo copernicus  ha ha ha ha ha maaf prof nugroho bekamum paham siapa sebenarnyaa kekamumpoke bangun fitnah sebut bukan dar fitnah pribadi jauh lebih daam\n",
            "ugm jutidak hina kpu jutidak hina rasa tahu lebih hebat\n",
            "cara padang nyaa lebih bagus prof mahmud md lebih masuk akal apa jamin kalau tuju kaum benci ntidak cari2 masaah\n",
            "dentidakarena kata2 orang pernah pimpin negeri ini memang roy suryo grombolan nyaa pantas layak msk penjara\n",
            "lapor kantor polisi bagi kehilantidakn ngelapor apa ya\n",
            "benar  simpel dusta  ruwet\n",
            "hukumnyaa benar musuhnyaa banyaak\n",
            "siapa minta2 ijazah orang\n",
            "selaka hadir narasumber slakamu imbang apa komp s tuju pecah belah bangs ya\n",
            "pembelsajaran bagi semua dunia didik banyaak jual ijasah palsu\n",
            "kakakamu orang cerdas kg mau ikut orang suka tidakdu roy panci tifa risamaon manusi kg punyaa maka\n",
            "goreng2 terus gosong media2 g jelas tu banyaak anak lantar sorot kiritik perintah tu lansia hidup batang kara tentidakh hutan sorot kiritik perintah\n",
            "9 47 ijazah aslinyaa\n",
            "heran sama sekali percaya kalau jokeo widodo pernah kuliah\n",
            "jelas  fitnah enak suruh lihat kan  ijazah nyaa\n",
            "betapa nuraninyaa semua mati orang ngtidakk mudah percaya biasanyaa orang percaya karenan kaca dirinyaa sendiri maaf\n",
            "fitnah apanyaa wong asli tidakk ada\n",
            "roy panci cs tunggu aj penjara nanti samaua wong ra duwe akhlak\n",
            "siap roy panci cs pamggil langgung ntidak pulang nangis2 kamu roy panci\n",
            "mau selidik tidakamuau rendah  koplak kamu sendiri sejak duka kamu tunjuk saja asa rsaja selamanyaa kalau otaknyaa encer mikir simpel sebetulnyaa tak urus dentidakn publik jantidakn pernah jadi jabat artinyaa tokeoh publik\n",
            "jamin percaya walaupun udah tunjuk\n",
            "katanyaa pakar hukum otaknyaa santidakarena kerdil\n",
            "silah proses hukum kata jokeo widodo pertanyaaannyaa pentidakdilan bisa indenpen lama pentidakdilan berani menetidakk kan benar benarnyaa\n",
            "tuju belemengapa coba duka dungu\n",
            "mentidakkunyaa orang-irang didik mentidakataur tata karenaama\n",
            "bebegitu prof orang benci tetap cari salah orang benci ugm ssaja sampai diangtidakp betul\n",
            "udah lama pak 2018\n",
            "ka\n",
            "kakakamu emang mau jujur tunjukin ijazahnyaa kakakamu ndak jujur mbulet alias playing victims\n",
            "orang hatinyaa busuk meski tunjuk ijazah aslinyaa bahkan ugm menyaatakan keasliannyaa percaya prof ipnu hatinyaa suci\n",
            "lama bekamum tunjuk ijasah asli transkarenaip nilai aslinyaa lama wsajar orang mentidakngtidakp ijasahnyaa bodong\n",
            "hina katanyaa saya bohong kata rakyat langsung tunjuk dong asli atidakarena cepat selesai katanyaa rintidakn mudah lama ngtidakk mau menyaelesaikan cepat\n",
            "borong suatu teruntidakap ilmiah\n",
            "kamuar biasa biadabnyaa manusia berpenyaakit hati sekarang bukataikan tuduhannyaa jantidakn hanyaa koar koar medsos saja mereka minta orang jujur jutidak jujur tunjuk ahli dentidakn bukatai sertifikasi milik\n",
            "sebenarnyaa penyaelesaiannyaa cukup pak mul tunjuk publik ijasah nyaa ini getidakarenaa tunjuk ssaja atau memang mau cari korban kyk gus nur bambisang tri\n",
            "layan kehilantidakn--- ckckck\n",
            "hina diam tapi kalau suruh jujur lawan \n",
            "tunjuk ssaja bekamum gimana mau percaya\n",
            " rusdisaleh1755 g wajib nunjukkan kpd pak roy siapa  kocak\n",
            "al-kafirecord tunjuk siapa pentidakdilan lah kemarin minta sama pentidakdilan sokeamu malah kabur2an hayo\n",
            "tunggu hbisa masuk bui  wkwkwkwk\n",
            "al-kafirecord si mulyono\n",
            " rusdisaleh1755 mulyantoo \n",
            "kamucuuuu kamu g jadi gendang moyet \n",
            " wonglangit9289 hina diam di fitnah diam di caci diam    kkamu ngomong banyaak tidakk percaya \n",
            "wonglangit9289 kamucuuu kamu buzzer \n",
            "padahalya diasejakdukamu tidakpernahdiaaam diaselakamuubergerak memaakaaiternakknyaaaaliasbassernyaaaa\n",
            "endisyah3850 bau comberan mukamut kamu  sikat dulu sono\n",
            "nah kan kamucu orang gin kasih tau benar jutidak oasti protes hatinyaa udah penuh kebencianvdan dentidaki\n",
            "mracong79 \n",
            "masuk penjara fitnah\n",
            "ngomong pikir spt sampah nama akun baris tukang sampah\n",
            "tidakji rakyat rakyat menanyaakan ijasah asli nyaa mau tunjuk rakyat  karena mau tunjuk rakyat ijasah asli patut santidakata layak curitidaki \n",
            "tunjukin ja\n",
            "ijazah palsu bukan fitnah belaka hasil analisa ilmiah bukan cuap cuap  buat pembelsajaran ijazah palsu bontidakar kalau mau jadi jabat jugan hanyaa mau kuasa halal setidakalaua cara\n",
            "kalau tidak mau hina tidakamupang pak we lihat ijazah pt ugm repot buat masalah bapak sendiri mentidakkhirin bapak jujur sama rakyat biar buat tidakduh allah senang orang maaf\n",
            "buah nyaanyaian rakyat judul tunjuk ijazah nada mekamudi tidakarenauda dada 1 tunjuk ijazah tunjuk rakyat yakin kamu tahu kamu mau 2 didutidak skarenaipsi palsu lainnyaa tipu tetidaknyaa liat tidakduh rakyat ribut 3 jantidakn kau tampak ragu hindar itu engtidakk kamucu b rani kali ini jujur 4 ntidakkunyaa orang jujur protes main hukum kau buntidakam mati satu tumbuh s ribu\n",
            "biar kan lihat karakataer pembencinyaa haha\n",
            "hina maki tidakk bakal datang kpd orang2 kamurus    memang jugan akal2in rakyat jugan rusak netidakarenaa  karma  \n",
            "orang sekali bohong kapan bohong\n",
            "jongos widongo\n",
            "netidakarenaa sibuk bangun bangsanyaa siap perang dentidakn netidakarenaa bangsa sibuk urus bertkai dentidakn saudaranyaa sendiri berita memakamukan\n",
            "kakakamu bohong orang pimpin susah membontidakarnyaa tapi kkamu bohong rakyat kecil justru masuk bui\n",
            "mutu beritanyaa kakakamu mau mutu coba kakakamu kompas live wakatau sidang nanti baru berita mutu\n",
            "rakyat hina sehina2nyaa dentidakn kkn tambah buanyaak era bapak gimana tuh gmn  byk kamuh kecil dibully padahal salah era bapak contoh kalau wakatau mejabat diam muntidakin karenan menjatidak takut tahu menjatidak image lg fokeus lain nah skarenang pensiun bukan rakyat biasa mengapa kan tanggung gpp biar masyarakat bawah imbang spy mudah dikadalin misal\n",
            "roy cs kalang kabut\n",
            "cocoke kalau lapor selesai masalah ijazah\n",
            "narasumber pemengapakkk\n",
            "kakakamu mau ditanyaa rakyat soal ijazah cv detail nyaa jantidakn jadi pimpin bangsa pak jadi usaha pedatidakng ssaja karenan jadi jabat netidakarenaa konsekuensinyaa siap ditanyaa-tanyaa makin jelas membukataikan bhw prabowo memang anteknyaa mulyono uu kip buka informasi publik jamin buka informasi atas jabat publik halang justru penghianat konstitusi\n",
            "nunggu mati di indonesia  liatin ijasah susah apa lihat jahat bilangnyaa tau\n",
            "pakar hukum abal2 knp kkamupn tunjuk mana percaya mentidakpa karenan tuduh ijasah palsu pakar2 telemati\n",
            "mau palsu mau asli kalau tangtidakpan nyaa santai lihat kan publik dentidakn santai bangtidak udah semua adem saja\n",
            "makanyaa harusnyaa usah laden tetap diam lihat sekali kalau gin berabe \n",
            "yaudah bang tunjukkin sekali ijasah mu  kataapi mu kk mu mau aju pinjol\n",
            "coba tunjuk identitasnyaa\n",
            "wsajar hina sokeamu bohong bawa jkata jadi licik\n",
            "datang pentidakdilan jantidakn cuma nyauruh orang hanyaa narasi\n",
            "baru pimpin ambil tindak penting buat netidakarenaa\n",
            "sulit diri  tingtidakalau tunjukin selesai ini malah main dariama duka kakakamu asli sdah kuat hukum  namti mngtidaknggu gutidakata tidak kamu urus hukum bawa pntidakcara ngkamuatin biaya ruwet kkamu dah bgini\n",
            "tuju biar pembelsajaran semua orang jantidakn mempitnah sebekamum bukatai\n",
            "ni orang ngebela roy suryo sudah tunjuk asli jutidak mas gx prcaya bro\n",
            "memang kalau menang jadi ngtidak hina rendah bebegitu\n",
            "jugan banyaak omong pak di bukataiin\n",
            "selesai prabowo kakakamu ikut ikut narasi bukan fokeus pentidakdilan jadi rakyat heran prabowo ikut ikut narasi\n",
            "tipa roi rupa orang kerdil cari2 sensasi\n",
            "kkamu rasa hina selesai bukataikan \n",
            "celana ko umbar publik kira kira bangetu pentidakamuat mohon paham\n",
            "hina tingtidakalau tunjuk ssaja repot jurhat\n",
            "yaa allah ikan lah azab kepada manusia2 roy panci cs amin\n",
            "prof ibnu prof koplak sini kepala kamu injek reaksi gimana\n",
            "andai kata ijasah pak dodo benar palsu muntidakinkah lapor masal tuju pak dodo pasal tipu palsu dokeumen patut nanti\n",
            "suryo pingin dadi residen\n",
            "gus nur tobat mau ikut campur\n",
            "jabat publik mau tunjuk ijazah asli publik pake ijazah palsu\n",
            "prof tebalek menejelaskan kpd orang penuh benci tak nyaa byk quote orang hebat soal\n",
            "lewat jakamur hukum kakakamu cuma koar2 tidakk ujungnyaa\n",
            "betul prof hibnu tunjuk ssaja asli dibandintidakan kata palsu periksa forensik aman selesai petadiebatan\n",
            "aslinyaa ugm litidakalaukan palsu kulia\n",
            "semotidak punyaa hartidak diri lhooooo lama hartidak dirinyaa hilang\n",
            "prof dungu\n",
            "wong neng ketidakduhan makanyaa biar lamaaaaaaa katanyaa kurang dosa kakakamu fitnah konsepnyaa tidakk begitu kakakamu biar orang bicara buruk brrt sama sama dosa paham kan sekarang\n",
            "orang 2 tu tak henti 2nyaa mempitna terus cari 2 salah santidakin orang diam santidakin jadi ahirnyaa sabar batas nyaa kamu mukamut mu harimau mu\n",
            "hanyaa penyaidik polri lihat tentu asli palsu ijazah tkb\n",
            "pentidakcara yakob bayar mahal kali  bpnyaa jadi tri\n",
            "akademik apanyaa jelas namanyaa fitnah ugm labfor bareskarenaim mentidakataakan asli\n",
            "repot banget tingtidakalau nunjukin sajah\n",
            "percuma mas karenan suryo dkk dasar benci bukan dasar kenyaataan hati adem\n",
            "ci panci pakar kayak begitu muak\n",
            "si panci nempel ditemboke masukin bui ssaja biar tidakk berisik debat tidakk mutu jaman teknokeamugi massa salip vietnam kita ribut soal ijasah kapan majunyaa mikiiiirrr\n",
            "brtul betul\n",
            "nontoon roi g nonton wong setentidakh\n",
            "hamid awakamudin kurang pengetahuannyaa sbb roy suryo cs adalah konco hamid awakamudin jadi punyaa otak dikit kalau mau jadi tri  otak sajah kataidak punyaa \n",
            "bosan debat terus tidakk hasilnyaa roy suryo ngeyel tidakk percaya sama ahli2 indonesia ugm parah tuh\n",
            "roy panciiii kamu jadi orang ngeyel sekalee  apa moo penjara 2kali yaa\n",
            "uji lapor polisi sekarang ijazah asli tunjuk melakamui teliti forensik ijazah asli tunjuk sini jelas rakyat percaya dentidakn polisi\n",
            "tantidakap ssaja mau cemar nama baek kakakamuk terbokeatai jeblaskan penjara sampek busuk jadi memang santidakata benar bapak jakawi jakawi kakakamuk dibiyarkan duka baru masoke bapak jakawi jantidakn sampei kakakamuk sajak rujoke sama rai sorya sama kompkamutanyaa biyaykan jebkamuskan jara sampek busuk kakakamuk remisi penjara jantidak sampei kasih semua kompkamutanyaa rai sorya sama kompkamutanyaa\n",
            "bapak jantidak bilang rakyat penggutidakata\n",
            "kerja benar kerja terang atidakarena lihat semua orang bebegitu sebaliknyaa\n",
            "ijazah orang d bawa bawa    kuculk\n",
            "nama baik suatu netidakarenaa ialah jugan bohong rakyat nyae\n",
            "issu terus gulir kaum belah datang takut tes dna lindung dibaliknyaa kaum terpojoke kebontidakar kepalsuanyaa ini momen manfaat selaka upaya pribumi jadi bentur semotidak masyarakat sadar menjatidak damai netidakarenaanyaa\n",
            "tidakk usah bahas jni bahas koruptor\n",
            "roy suriyo kurang kerja\n",
            "hbisa pke baju oren si roy terus suruh bukataikan si roy katanyaa ahli apa ntidakarenati bukataikan kalau si roy aku sebgi ahli\n",
            "orang tuduh membukataikan bukankah balik ya batidakimana misalnyaa kakakamu orang tuduh bunuh suruh membukataikan bunuh terus kakakamu tuduh membukataikan siapa bunuh tuduh salah santidakata mudah sekali orang salah hanyaa dg tuduh kan kamucu\n",
            "ijazah rekan jkw kamukamusan fakultas hutan guna sebatidaki ijazah banding dulum identifikasi laku mabes polri rupa ijazah buat sama persis pola2nyaa okenum tentu atidakarena masyarakat mempercayainyaa ijazah jkw identik dg ketitidak ijazah akamumni kekamukamusan fak hutan tetapi dasarnyaa rakyat percaya atas hasil uji identifikasi mabes polri rakyat harap atidakarena dibentuknyaa tim ahli forensik independen kamuar negeri atidakarena uji lab forensik laku dg jujur teliti transparan detail atidakarena hasilnyaa lebih akurat percaya publik bukan hasil rekayasa\n",
            "segi belarutannyaa stakat kasus ijazah ini ijazahnyaa jelas palsu\n",
            "bebas dapat dapat tunggu live nyaa\n",
            "selesai melakamui jakamur hukum yth bapak jokeo widodo apa sanksi hukum akibatnyaa \n",
            "roy ahli ilmiah gila tokeamung dari kedokeataeran cek roy kayaknyaa tidakngguan jiwa ini\n",
            "doa buat roy suryo semotidak cepat masuk penjara\n",
            "pak yacub orang cerdas kalauau si roy sakit hati\n",
            "roy suryon edan ngtidakk waras mau nanyaa sama siapa ngtidakk bakal percsya malaikat cabut nyaawa baru ngtidakk menyaantidakal wong edan tidakndeng\n",
            "baru real bersih tunggu polda metro jaya kumpulin kasus pentidakdilan\n",
            "roy suryo cuma bikin tidakduh kkamu masuk bui tetep bikin tidakduh jasa sama netidakarenaa\n",
            "jantidakn bela salah\n",
            "roy suryo salah satu gerombol jahat\n",
            "mudah roy suriyo jebekamuskan penjara umur hidup\n",
            "letak untung nyaa buat kau apa roy\n",
            "sehat sehat selaka om roy sy percaya \n",
            "kyaknyaa ken tenar bngt si roy\n",
            "sayah nyaa kalauaim beliau sejak jabat sebatidaki bupati sokeamu gub dki duka baru sekarang\n",
            "nk ijaza asli suryo cukur gundul wae\n",
            "suryo suryo\n",
            "suryo suryo iki mau meciptakan sejarah tokeamung catat\n",
            "\n",
            "tuduh bukatai malah nyauruh orang membukataikannyaa p roy modal suara ssaja\n",
            "roy cocokenyaa bahas panci ssaja tidakk usah cari2 kekurantidakn salah orang lain apa hanyaa dasar asumsi saja intidakata panci roy\n",
            "lanjut mas suryo dkk\n",
            "heraan samaa station tv orang songong kasih panggung buat onar\n",
            "risamaon ijazah palsu tidak pernah kamukamus kuliah jepang maling teriak maling\n",
            "wo ala ntidakkamur ngidul si roy ini tanda tukang bohong\n",
            "diskusi ina hanyaa bangun narasi yang masalah ijazah malah mana omongin skarenaipsi ijazah nyaa diskusi\n",
            "buat dukung odgj panci cs ijazah dokeumen pribadi tidak sembarang tunjuk public wenang aplg gerombol odgj hnya pentidakdilan hak semotidak dukung odgj panci cs punyaa nalar\n",
            "rs 1 bulan trending topik rs 1 nara sumber masuk jeruji besi rs 1 nara sumber senyaum nyaa lebar pertanyaaan apakah senyaumnyaa tukamus paksa\n",
            "roy suryo pinter keblinger pinter propokeasi fitnah hoax\n",
            "mantap bg suryo \n",
            "sy harap pihak sekolah baik samaa ugm lapor si muka panci cs cemar\n",
            "tantidakap roy suryo buat tidakduh\n",
            "biar si roy muka panci congornyaa ntidakkamur ngidul sepuasnyaa masuk hotel hanyaa ratap nasibnyaa jauh sanak kekamuartidak  selamat berbagia bersenang2 riy panci memang nasib tempatnyaa jrangjeng besu\n",
            "panci panci tres\n",
            "maju terus pak jokeo wi\n",
            "dapat saya cerita bebegituan mubazir wakatau mendintidakn mikirin batidakimana cara bangun maju netidakarenaa sayang orang pintar sia kan pikir pintar itu apalagi kayak ntidakco\n",
            "keren banget suaminyaa jesika mila\n",
            "roy suryo siap siap masup penjara\n",
            "roi suryo anak durhaka tak tau terima kasih\n",
            "roy suryo hukum bikin tidakduh\n",
            "cantidakeme roi panci ki toro lek wong benar benar elek ati\n",
            "kasi samaua mukamut tipu lawyer spt halal setidakalaua cara\n",
            "sarang kaum 16persen caci dna memfitna semua penjara banyaak jejak gital ig n yt\n",
            "roy kamu cari tenar atas bodoh\n",
            "la roy suryo maantan napi mengapa percaya dian cs csnyaa pibtar akataing mas suryo csnyaa sadar mas mas\n",
            "tidakk pecaya kalau roy lkamusan ugm\n",
            "roi suryojantidakn banyaak omong lebeh baikbanyaak kerja\n",
            "allah maha tahu mana palsu mana asli kalau bohong karma 4 37\n",
            "dikit live  eefek keserintidakn live sosamaed wartidak konoha sehingtidak kamupa akal jadinyaa buat komen dikit live\n",
            "mas soryo argumennyaa mbulet\n",
            "ayo lanjuntukan r s dkk pakai baju shope\n",
            "tanda kutip y kampus ssaja salah nahh salah kampus roy suryo sendiri nerima kamukamus kan manusia kayak ente\n",
            "bintang bentuk itu arah alam melakamui akataor2 rupa alat kekuatan2 tentu kalau kasus selesai rupa pembukataian cerdas bijaksana bangsa mata dunia  waspada \n",
            "memang manusia cari cari \n",
            "suryo corek2 hak pribadi orang karenan spy tv manggil dn uang biar dapur ttapi asap kkamu terbukatai asli binggung dia bukatai berkas hnyaa dil hak minta jng harap suryo hnya perlihatkn karenan proses hukum\n",
            "suryo suka oboke2 vrefasi orang ujung2 nyaa tidur cemas cari pelinduntidakn iseng cari madesu\n",
            "menit 19 10 lihat dongonyaa si roy\n",
            "mentidakataakan rakyat indonesia sih rakyat ngtidakk usik ijazah pak jkw buat apa ijazah masalah rakyat pinginyaa adem ayem tentrem ngtidakk penting rakyat indonesia koar2 kan roy surya cs\n",
            "roy suryo emang ahli ahli panci\n",
            "tengoke roy kaya mana\n",
            "tokeamunglah buzzer jugan template template kalimat nyaa bosen liat mengapaamum komennyaa saking template nyaa kek komenan jud0l\n",
            "ragu kan pddkan titel ijazah manusi mau pilih pr\n",
            "ayah buruh tani taf ijazah asli\n",
            "kaml masyarakat minta tantidakap pelaku2 hina bapak jokeowidodo\n",
            "orang tani kali mantan selatan kenapa susah sekali liat ijasa kkamu memang asli aman semua kkamu palsu jutidak aman xtida penjara semuax enak tidur\n",
            "vidio kakaka ayam\n",
            "akal akal roy suryo dkk lapar hati tidak punyaa hati nurani\n",
            "hati hati satu kebohontidakn tahu semua tutup lg kebohontidakn lainnyaa\n",
            "aaaaaaah kehilantidakn jenggot ini\n",
            "politik buruk\n",
            "kamucu mayat diporensik\n",
            "fitnah tetap tuntut \n",
            "inna lil wa ina ilai huerojiun roy suryo \n",
            "siapa benar nyaa roy suryo \n",
            "aaaalah  bnyak omong kamu ini kan lapor kan mukamut mu\n",
            "meksos kkamu berani hadap betul  akataor nyaa roy suryo jantidakn nai main \n",
            "pebhagmtidakata kelas\n",
            "betul orang cerdas bukan orang sakit hati kkamu roy  bukataikan kkamu terbukatai kuta patah kan leher nyaa\n",
            "tuju roy suryo musnah jam dunia\n",
            "apa urus mu kamu\n",
            "oede banget orang suryo lidah tak tulang\n",
            "kalau tutidaks roy suryo itu apa rapu mukamut anda joroke\n",
            "roy suryo cs udah stress ngusursin ijazah orang emang ijazah kamue asli kamue sterus tidakarenaa tidakarenaa kekamuarin dari ketua menpora ya kamue ntidakca lah roy kamue liat muka kamue badan kamue\n",
            "mau mau layan orang manfaat \n",
            "kkamu anda masuk mantan kuliyah tg benar \n",
            "aaaaaaalaaaah kamu coba cerna kenapa kuliyah situ\n",
            "jelas fitnah fitnah ini dendam pribadi\n",
            "tarik konyaol mukamut mu harimau mu tanti ksn\n",
            "tantidakap ssaja roy suryo dkk orang konyaol konyaol konyaol hukum hsajar ssaja tantang tantang nwtidakarenaa\n",
            "mas yakup ror suryo masukin kerumasaki jiwa\n",
            "mamang roy keur satrezzz jitidakna cuntidakarena cengir bari sieun tewak \n",
            "roy panci selaka cengsan ya\n",
            "itu dapat bapak ssaja hak nyaa pak jokeo widodo ada apa penyaakit penyaakit hati yang jelas  apa sekarang nyaa penyaakit hati habis kan ssaja jugan biar kan coba ssaja sempat suryo dkk  kalaurtidak kalimantan msutuh datang kalimantan hsajar \n",
            "jutidak binggung izasanyaa kumis tebel sekarang kumis limit sekaih batidaky mana\n",
            "dapat ini sepertinyaa tepat orang2 duduk posisi semestinyaa  sesuai dentidakn keahliannyaa bukan kekosontidakn posisi semata teriisinyaa institusi bangun netidakarenaa indonesia emas 2045 bravo orang2 jenius semua pintar indonesia hebat\n",
            "roy suryo kamu beri pelsajaran orang roy suryo jantidakn biar mersajalela\n",
            "tuju nyaa si roy  emang ken buat maka netidakarenaa ri liat muka nyaa sama mukamutnyaa nyai-nyair itu rakyat kecil kaya cumah mau tanyaa  kepentintidakn nyaa apa sih si roy\n",
            "lihat sekali roy suryo paling kemlinthi\n",
            "kalau ijasah kpu poto jutidak unt perbandintidakn maaf hanyaa ide pikir ora g desa\n",
            "kasi roy panci sebentar tidur penjara\n",
            "kakakamu bagus lapor bang suryo yo jugan sedih kakakamu periksa\n",
            "uji forensik harus nyaa satu sisi ssaja keduanyaa saling teliti\n",
            "sibayar berapa pentidakcara sama olitidakarenaki\n",
            "bosen lihat\n",
            "benar\n",
            "hukum nyaa adil mana banyaak duit nyaa\n",
            "indonesia bukan netidakarenaa hukum netidakarenaa korupsi\n",
            "yakup gesturnyaa lebih condong sales marketing sales mlm daripd pentidakcara jkw buru2 ngelaporin cemar nama baik psudahl ijasahnyaa terbukatai sah asli dipentidakdilan hrsnyaa nunggu duka hasil persidantidakn menyaatakan ijasahnyaa asli baru dah laporin si roy suryo cs kkamu orang panik sih kebiasaannyaa cuma ntidakncam2 orang lapor aplg mantan kuasa anaknyaa msh kuasa bisanyaa cuma karenaiminalisasi orang wkwkwk\n",
            "4 6ribu netizen hanyaa seglintir bela roy suryo \n",
            "penyaakit hati da obatnyaa\n",
            "surio surio pantas pecat jadi mempra\n",
            "suryo orang nyaa ngeyelan\n",
            "suryo suryo ngurusin hidup udsudah rambut mw rontoke mikirin urus orang\n",
            "semotidak suryoooo cs masuk buiiii\n",
            "lihat muka roy neg\n",
            "tantangin semua tuduh ratus orang konsekuensinyaa penjara 10thn tunjuk asli\n",
            "penjara si roy netidakarenaa hancur lama keliar kamuar\n",
            "kamukamus dapat ijasah asli\n",
            "betul mas orang tuduh hrs membukataikan masa tuduh orang curi suruh tunjuk apa curi kslau memcuri mau tunjuk apa apa jutidak hrs mentidakkuinyaa\n",
            "hehe rakyat indonesia cerdas semotidak yeruntidakp dwmi bah benar\n",
            "bagus karenan rakyst indonesia lihat 5 manusia dazjjal seret sel\n",
            "rakyat mana bro\n",
            "roy suryo dah gila\n",
            "ntidakkakak banget suryooo alam bawah sadar\n",
            "usa la kola cari ijaza asli butuh indonesia ijaza palsu bol sj de ijaza kata suru bikin baru kata bayar sekian milyar butuh sekali dindonesia ijaza palsu pimpin nkarenai beda netidakarenaa\n",
            "nunggu roy kiyoshi pakai baju shopee\n",
            "kan bangtidakan kkamu punyaa ijadah ugm knpa mesti engtidakn liatin kan bukan aib\n",
            "kakakamu asli orang orang tuduh palsu justru balik tuduh sebatidaki cemar kakakamu memang jokeo orang netidakarenaawan justru balik lapor artinyaa 1000 palsu\n",
            "suryo suka mutus omontidakn orang ya\n",
            "palsu aku tetap cinta sama pk jokeo widodo \n",
            "masalah rintidakn nunjukin ijazah asli ngtidak mau batidakimana toh \n",
            "yakub liat nutupin salah mimik muka tidakbisa bohong\n",
            "kang panci panik\n",
            "kerja lahan kebun lahan sawah dentidakn tenang damai\n",
            "udah pernah buka depan pers foto memvideokean\n",
            "siap pakar ekspresi\n",
            "bangsa mau jadi kan apa\n",
            "hoax macam macam\n",
            "argumen jutidak jatidak jatidak nama baik semua rakyat indonesia haknyaa\n",
            "kkamu jasa asli nama baik ding biar jago hukum \n",
            "positif masuk bui u roy\n",
            "tau proses letidakalauisir kan syaratnyaa bawa ijazah asli  roy suryo cacat kamugika kamugika orang odgj\n",
            "lelah degil bebal\n",
            "tesla roy panci beda jauuuuh roy panci cuma kenal mantan tri curi alat dapur sumgguh rendah kelasnyaa\n",
            "kamucu kkamu emang ijazah asli nyaa tingtidakalau tunjuk 10 menit pda rakyat selesai\n",
            "benar ni urus bangsa makanyaa sidang live streaming hakim adil se adil nyaa\n",
            "ayo langsung pentidakdilan ssaja  live streaming\n",
            "kalao memang ijazah asli roiharos musnakan muka bumi manusia jadi malam petaka netidakarenaa\n",
            "masyarakat tuju kalauau roy hukum\n",
            "bagus penting pihak tuduh ph-nyaa jantidakn kirim regu jinak jinak aph  dosa \n",
            "rakyat tuju kalauau roy panci hukum\n",
            "roisurio otak nyaa kemana-manakan\n",
            "yakin roy cs bakal masuk penjara   \n",
            "bohong bukan ahli telematika ahli telepanci\n",
            "okee rs suruh nunjukkin ijazahnyaa deh gimana ditunjukkin publik foto deh biar datanyaa sebar\n",
            "sebatidaki pakar netizen youtuber kamuver sy lihat gelatidakata tertawa terus terus salah 1 sana tandanyaa tutup takut panik\n",
            "betul skali mas\n",
            "septianfk4457 geromobolan pernah berani balas komen wkwkwk\n",
            "justru sya santidakata curitidak jokeowidodo mau nunjukkan ijasah nyaa kalauau nolak nunjukkan ijasah nyaa brarti asli takut\n",
            "roy dkk tunggu pentidakdilan nikamuati debat kusir silah omon2 nglanturmu siap2 ae fon berat\n",
            "omontidaknyaa ntidakkamur ngidul ra jelas roy roy centidakarena cengirmu mara muntahhh\n",
            "layan orang roi sroyo utak nyaa uratnyaa pedot gurusi ijasah orang untungnyaa apa roi\n",
            "lihat muka roy suryo sama ketawanyaa muak \n",
            "roi sorio kau tuntut ugm\n",
            "kerna sakit hati koar koar trus\n",
            "kalau ijazahnyaa tunjuk kan selesai rakyat sabang sampae merokee bodoh\n",
            "debat roy suryo kalah pentidakdilan bhahahaaaa\n",
            "roy suryo buka katanyaa atidakk kamucu jutidak selaka kalimat terap awal kata\n",
            "rakyat udah muakbfentidakarena suara roy suryo semutidak cepat masuk buih\n",
            "penggutidakata sponsor banyaeng\n",
            "hahahaah roy suryo bantai gen z  makamu-makamuin\n",
            "roy tunggu bentar kau nafas kamumpur ijazah tarik ugm\n",
            "nenek ssaja liat ijazah bilangnyaa foto ijaah tak sama dentidakn pemiliknyaa\n",
            "mas roy kan punyaa bukatai ijazah nyaa palsu punyaa tidakk bukatai asli \n",
            "ter buka ijazah nyaa mau edit duka\n",
            "grombolan roysuryo masuk penjara\n",
            "namapak muka pak suryo takut atidak pucat \n",
            "tidak rakyat indonesia bodoh dungu kalau orang punyaa masalah orang jugan bawah2 nama rsyakyat indonesia karna rakyat masuk tulis tau apa2 pak\n",
            "kuasa hukum muda hebat\n",
            "netidakarenaa iain pikir batidakimana hadap masa depan indonesia sibuk mengintidakata masa iaiu susah move on kutat masaiah periu\n",
            "la sekali sekali geng sokeamu kasih narasumber beril mutu kayak namg yakub jugan jadi jubir nyaa silvester fredy damanik eleh tidakk mutu yak \n",
            "roy panci mahkkamuk kamukamusan sakit hati\n",
            "hadeh pendukungnyaa sayah wakatau jadi president simple banget apabila beliau sebatidaki netidakarenaawan tingtidakalau tunjukin rakyat nyaa bila kamu psajang publikasi rakyatnyaa jabat publik paham\n",
            "si jokeo tukang tipu\n",
            "kasi roy suryo\n",
            "si panci dewa panciiiii \n",
            "congor riy suryo cuma centidakarena cengir kayak fakih mukadam habis mikarenaod 70 x sama kambingnyaa\n",
            "sur sur gembel politik gembel politik\n",
            "lika liku modus\n",
            "intidakata ugm sekarenaetariat bagus ada teman kuliah foto sama wisuda ada kpu 3k laku veryfikasi dulul kurang apa\n",
            "sambo penjara tuh foya pulau\n",
            "bohong\n",
            "hafal kan dkamu lagu indonesia raya woi roy\n",
            "takut tutup senyauman\n",
            "lanjut kan roy jantidakn kasih kendor tidaks terus\n",
            "roy roy tunggu akibatnyaa\n",
            "indonesia penting generasikerja bagus izin jugan jugan adakepalsuan\n",
            "tertawa hati menang irulah roy soryo saya yakin se yakin-yakinnyaa roy soryo nantinyaa baju uren\n",
            "panci cengegesan kayak nyaa tres ya\n",
            "kalau pihak kampus menyaatakan sah umum sah tapi kalau hanyaa akamumni nyaatakan palsu maka menggutidakata kalah suara itu uji kebenaranyaa\n",
            "perhati mata roy suryo bicara matanyaa selaka lirik kan atas  mentidakarenatikan \n",
            "hak menyaatakan sah asli pihak kampus sendiri karna hak kesah sah pihak kampus jutidak adapun orang akamumni hak campur urus itu\n",
            "sepertinyaa tidakk ngerti konstitusi si a s sendiri\n",
            "pqdal simpel tunjuk ijazah asli udah selesai\n",
            "kakakamu memang benar wajib lapor mad\n",
            "royvsuyo songong banget keselblihatvwsajahnyaa soke ahlibenaran\n",
            "ijasah hanyaa tanda orang sebut pernah sekolah bukan tanda orang pernah berfikir\n",
            "muak bngt lihat wsajahmu suryo suryo tkng panci\n",
            "roy wsajah2 gedek centidakarena cengir heran sayae mengapa orang kysk ginii\n",
            "yaa allah semotidak semua putus salah tetap salah dan benar tetap benar semotidak sehat jutidak selamat setidakalaua fitnah mana aamiin allahumma aamiin\n",
            "katanyaa serah bareskarenaim fotocopy bohong\n",
            "memang siap bos mukamutmu hari mahumu tanggung jawab bos\n",
            "merikuk bos rumah kecil bos\n",
            "lah kamu ngokeamuk ngokeamuk nyaerang terus kan lamar\n",
            "betol bos p u\n",
            "porengsih bos bos hukum bos\n",
            "merogos pokeoe bos\n",
            "s 2tapi lamar hukum sayang kan roi roi hukum kamu jtidakn latidakarena bos\n",
            "roi suryo tidak hak minta bukatai ssaja adil baru tunjuk samaua\n",
            "roy panci tidakk waras\n",
            "mad iling mad\n",
            "roy panci banyaak gedabus\n",
            "roy panci wis wayahe masuk cara kali\n",
            "bukatai asli kompas\n",
            "muso ijsajah palsu patulah konoha ntidakk maju2 lebih baik tk punyaa palsu \n",
            "sebatidaki media tidakk kamu tanyaa kan konsumsi media walaupun berita media yang membukataikan pentidakdilan hamid soke jadi amal\n",
            "tele tele  kkamu memang asli tingtidakalau tunjuk  selesai\n",
            "bang roy bobot buat netidakarenaa indonesia buat baikalauah netidakarenaa buat apa tudintidakn ijazah orang buat ketawa netidakarenaa kamuar ini nampaknyaa ntidak bagi roti\n",
            "mantaap mas yakub jugan kalah adu argumen roy suryo benar lihat \n",
            "10 thn sby pimpin tidakk gin amat cuman ijasah ribet kkamu asli tantidakep nuduh kkamu palsu apa hukum pantas\n",
            "lain hemat roysuryo makin ngelantur tres ngomong cengengesan otaknyaa cuci\n",
            "kasi banget roy kapan2 orang bawake rs niwa\n",
            "makin jijik dentidakn oceh\n",
            "roisuryo bicaranyaa lekamuasa sebenarnyaa hatinyaa gemetar takut dipersidantidakn \n",
            "erti apa pentingnyaa meribuntukan urus ini apa motif tendensinyaa apa sebetulnyaa ingin apa hanyaa kamuapan dendam dalam derita sakit hati tak tepi atau dar ekspresi akal dantidakal\n",
            "kalau ujung ujungnyaa hakim udah jelas siapa menang \n",
            "rebet tingtidakalau nunjukin ijazah nyaa repot bikin tidakduh se indonesia\n",
            "ah cara bp pikir tapi cara bepikir orang macam2 soalnyaa hina tuduh cemar nama baik kkamu awal bilangnyaa enak enak wong orang2 bikin tidakduh\n",
            "cengengesan tutup gelisah yo karyo\n",
            "kalau emang benar tingtidakalau tunjukin ijazahnyaa punyaa kamugika dipake jantidakn jadi kaum bodoh bin dungu\n",
            "masalah terkonyaol panjang sejarah indonesia\n",
            "kalau mau bangsa aman damai kuncinyaa kembali dwisungsi abri polri medapat titik hukum bangsa indonesia jelas benar\n",
            "pasu sakit hati iri suka buat ribut\n",
            "muntidakin sekarang paksa cari mesin tik lama sama kertas sisa lama th 1985 baru buat lagi hhhhh\n",
            "emang asli\n",
            "aku kalau saksi teman2 lembatidak mentidakkui asli mengekamuarkan iijasah ssaja mentidakkui asli roy suryo ngotot toh sebenarnyaa brrhak mentidakataakan sah tidaknyaa llembatidak sekolah mentidakkui nengekamuarkan ijasah sudah mengapa ngotot tenar kali\n",
            "bosen lihat kasus \n",
            "penjara pulau buantidakn nusekembantidakn\n",
            "p roy syukur apa milik apa sih jasa dulu bangun bangsa netidakarenaa jantidakn depan politik tanpa adab\n",
            "hancur kau roy\n",
            "nkarenai si roy wajib lapor  penjara berat nyaa rusuh netidakarenaa tukang fitnah\n",
            "duhai petinggi negeri mari urus rakyat jantidakn urus dirisendiri kasihan rakyat kecil kalauau dah begini rakyat jadi korbanx masalah ijazah dah masuk dulum kontekx politik jadi jadi kait kepentintidakn politik individual coba bapak2 tunjuk apa jadi kecuritidakan okenum selesa masalah\n",
            "maen clar clir clar criir kamuuih kuasa hukum kaya ngerti porensik saja maka makamuiin kamuuh blsajar hukum abal abal tidak tau diriii kau \n",
            "pentidakalauihan isu ijasah pk mantan patidakarena akamut pertamina rakyat jantidakn kecoh\n",
            "roy suryo otak udang\n",
            "katanyaa indonesia banyaak titel2 ntidakk sedikit titelnyaa banyaa polisi pantidakat jendarisl titel hakim titelnyaa ntidakk sedikit menyaeleseikan ijasah jokeo widodo terus berapa milyar jokeo widodo bayar orang2 jadi saksi masuk bodohnyaa orang2 mau bayar jokeo widodo tipu bangsa\n",
            "nyaengirrrrr wae si roy\n",
            "mana swaranyaa amin rrais aku senanng kalau aminrais senang nyaingir mukamutnyaa\n",
            "tunggu mana salah orang jujur diliduungi alkamuh\n",
            "rakyat indonesia menyaaksikan bodoh roy suryo\n",
            "mulai rontoke rambut nyaa\n",
            "kakakamu roy suryo dentidakarena kata diketawain roy suryo konsepnyaa bukan bebegitu karenaitis temu kejangtidakalauan pasti konstitusi netidakarenaa baik\n",
            "siapa buka aib saudaranyaa makan lihat boroke sendiri jantidakn berkedoke bicara hak suara takboleh dibuntidakam\n",
            "siapa buka aib saudaranyaa makan lihat boroke sendiri jantidakn berkedoke bicara hak suara takboleh dibuntidakam\n",
            " siap tuk manggung 2029\n",
            "kau siapa roy lihat ijazah orang penyaebar berita bohong fitnah tuntut hukum mati ssaja\n",
            "sentidakja buat kacau ada cari2 kerja\n",
            "1000  clear palsu\n",
            "byr 16 m jadi ngotot roy\n",
            "masuk aj roy cs oenjara nusa kambantidakn bikin tidakduh biang keroke kalau g masikan sel bikin ribut terus nananyaa orang sakit hati sampe kapan g sembuh\n",
            "ojo wet-ruwet kapan maju ne negoro iki gur kertas lan tulis ae sing boke permasalahno opo enek kerjoan liyo ta bpak pengutidakata iki hormat nek enek kerjoan mreneo tak sajak e ngewangi aku ngudek semen lan cor kene ben rame toke ae \n",
            "cepat tidaknyaa  menyaelesaikan yangbdi nilai masyarakat\n",
            "tak muntidakin jutidak orang berani buat isu todak punyaa bukatai kuat\n",
            "sama - sama wartidak indonesia menjatidak nama baik \n",
            "memang rs ntidakwur jantidakn landas iri dentidaki mata hati buta  pecah belah bangsa\n",
            "kalau kau mempetlihatkan urus palsu kunjung usai bisa2 seumurhidupmu palsu\n",
            "kamutcunyaee\n",
            "masa kertas porensik \n",
            "selaka mencuritidakkan orang parah\n",
            "hos nyaa centil banget sih moke kayak geli anah hi\n",
            "rakyat biasa tahu bohong bohong semotidak laknat allah  kami rakyat indonisia butuh pimpin jujur adil pendosta \n",
            "roy surya siapa dan roy surya punyaa kewenantidakn apa waduuhhh sebaiknyaa roy surya periksa kejiwaannnu akarenan beres otaknyaa\n",
            "prrrrt indonesia hancur ulah jabat netidakarenaa mulainyaa 2014 sebekamum 2014 gtidak jabat satidakata lebih sampai2 gotong royong curi uwag netidakarenaa\n",
            " antobibit-h7l curi uang netidakarenaa buat bayar demo mengapa demo lindung koruptor dari kkamumpoke mana demo bataran itu di pimpin siapa demo itu kkamumpoke 24 atau 16 ya\n",
            "habis kamu cek ijazah gibran\n",
            "hati2 kabur  diumpetin kayak harun mas\n",
            "bawa bawa nama allah lagi\n",
            "ugm menyaampaikan 34 bukatai ada dan ojazah nyaa asli bukan meyampaikan roy panci emang roy pqnci siapa minta 34 bukatai ugm\n",
            "salam semutidak kebejak sana salam\n",
            "bikin tidakduh netidakarenaa terus kapan mau tenang netidakarenaa\n",
            "kpu jantidaknkan cuma ijazah sekamuruh rakyat indonesia tipu dentidakn curantidakn polisi jantidaknkan jantidaknkan jadi saksi ijazah saksi bunuh lalap asal uang\n",
            "emang ijasahnyaa yaa ahirnyaa tunda2 yang ahir nyaa malah tambah salah heboh viral repot rugi \n",
            "roi waras sih dpan kamera selaka cengengesan seol olah bangsa rakyat indonesia paling piter sndiri orang sombong tau gobkamuknyaa pe tidakdilan\n",
            "jutidak kekamuar mukamut roy suryo nyaanyai lagu inndonesia raya salah\n",
            "kumpul orang orang dendam tidakk jabat\n",
            "haya orang yng sirik tidak suka yng cari aib orang\n",
            "roy panci ntidakco \n",
            "soke pintar kau roy aku pingin lihat wsajahmu kau mau masuk penjara\n",
            "roy si manusia tak ber otak tak punyaa maka\n",
            "terus ribuntukan apa tidakk lebih baik berfikir batidakimana bangsa berkemvang rakyat sejahtera bikin onar hanyaa menyaantidakut hartidak diri orang\n",
            "lanjuntukan roy penjara nanti semotidak lama penjara nanti\n",
            "hebat jutidak bersekontidakol ketidakbenaran kapan lihat asli ijazah sgs tidakk suuzon\n",
            "tuntut roy bekamum penuh udah lapor balik hebat\n",
            "kalau memang asli tingtidakalau tunjuk publik biar periksa asli nyaa tidakamupang kan\n",
            "atidakarena tidakk suuzon maksud saya\n",
            "kuasa hukumnyaa mulyono lihat begonyaa katanyaa bukan lgi wakataunyaa bahas ijazah mulyono katanyaa rusak karenaedibilitas bangsa\n",
            "kuasanyaa mulyono layak tidak mutu\n",
            "kup yakup ahli kawin bain orang salah coba kemampuannyaa\n",
            "knp susah bngt menguntidakap ijazah mulyono asli apa palsu kan tingtidakalau lihat kan urusannyaa selesai kkamu bilang palsu kan punyaa alas orang sebut punyaa ahli menyaatakan ijazah molyono palsu\n",
            "anak muda mentidakngtidakp discusi spt sidang  banyaak bertanyaa mentidakngtidakp roy saksi dulum sidang  \n",
            "mas roy santidakata eletidakn bicara \n",
            "buat bikin nang tuh roy biar rakyat puas\n",
            "roy suryo mindset nyaa mulai konslet\n",
            "orang jujur lihat  orang bohong lihat  cerdas peka\n",
            "roy suryo sakit jiwa\n",
            "palsu roy panci\n",
            "siap2 roy suryo cs masuk penjara kasi pelsajaran jugan kasi ampun\n",
            "isu kembang manusia2 selaka buruk santidaka terus katanyaa kiamat \n",
            "penjara orang orang \n",
            "kor2 kau\n",
            "roy main kata kau\n",
            "jugan pernah percaya orang tak hafal lagu indonesia raya\n",
            "rs ketawa ketawa muka tunggu kamuu yaaa ntar udah masuk kamu ketawa tidakk kamu bjirrrr\n",
            "ayo buat petisi biar sidang buka\n",
            "mukamutmu harimau diam emas saatnyaa lihat mana menang karena fitnah lebih kejam bunuh karena politik semua jadi ilmu manfaat buat semua orang berkah dan ilmu kalau dipetidakng sama orang sombong punyaa sifat dentidaki dendam beda paham politik bisa jadi fitnah\n",
            " dokeataor roy suryo ahli forensik it rekomendasi orang fotocopian ssaja sayah nyaata simpel dipersidantidakn hadir orang kasih rekomendasi ijazah palsu dokeataor roy suryo ahli forensik it kita lihat cerdas paling cerdas buka dipersidantidakn okeey sederhana sebetulnyaa sebatidaki masyarakat lihat kasus ini\n",
            "kan pk jkw sndiri bicara kalau ijazah asly nyaa serah k pak pol nyaa\n",
            "muntidaki roy pingin nyaanri penjara\n",
            "tutup ugm \n",
            "muntidakin stres pak roy cari tenar binggung cari kerja bong\n",
            "emng benar namnyaa panci kalau pukul bikin brisik nah mau nyaa panci masukin karung simpen jngn kkamuarkan lagi biar bikin berisik terus\n",
            "wi work de toke not onli toke fe toke\n",
            "panggung demonstrasi ttn bebas\n",
            "salah satu ciri2 orang mulai gila ialah nenyaeret nama orang masalah dikonstruksinyaa \n",
            "rekam video asli bekamum edit tentunyaa pahamemangan ini kebohontidakn politis mg azab nanti jokeomulyono \n",
            "kompkamutan lidah nyaa bisa  roy suryo ngibul\n",
            "roy suryo cantidakem dobol\n",
            "centidakarena cengir iblis\n",
            "semua tau lah apa siapa buat dariama jadi kita jutidak tau sbnarnyaa pertaruntidakn siapa apa  cuman buat keributannyaa orant\n",
            "heran sama roy suryo gentar bet ngeburu ijazah ntidakpa bukan ngebantu nuntut uu perampasann aset \n",
            "udah langsung ssaja masuk mengapaamung roy suryo tidakk usah dipasanf pasang media sebatidaki rakyat tidakk suka dentidakn argumen roy kpk tlg selidik efentaris tri or wakatau mentrinyaa roy suryo memangs\n",
            "mba ditanyaa suryo buka saya nanyaa panci ramai dimensos bawa pulang suryo\n",
            "bayar berapa lho ama om owi yang pecah belah bangsa mau ngeliatin ijazah aslinyaa\n",
            "katanyaa cinta kampus ugm digutidakata berat bohong kan \n",
            "identiknyaa barang bukatai kepentintidakn penyaidikan penyaidik bukan laen\n",
            "bikin kekirsuwan indonesia lintidakuntidakn badan hikum masyarakat percaya badan hukum siapa punyaa duwit menang urusanyaa lagu roma irama salah tertawa benar penjara\n",
            "larut larut jadi kompkamutan provokeator saran roy suryo risamaon tifa tantidakap jebkamuskan jeruji besi ssaja saran\n",
            "jantidakn banyaak ngomong siap siap masuk mantaap\n",
            "jantidakn banyaak ngomong siap siap masuk mantaap\n",
            "roy roy roy panik panik panik\n",
            "potong video nyaa ada bilang fakultas kedokeataeran duka baru hutan\n",
            "roy suryo raut mukanyaa ntidakk enak lihat apa tintidakah lakunyaa\n",
            "ai membukataikannyaa fotonyaa wartawan punyaa lensa zoomnyaa proses komputer selesai berrfek prosedur kerja mau sekolah kamuaar negeri\n",
            "kamugikanyaa sulit menang ketika orang frustrasi lawan orang prestasi bayantidakan tukang kayu jadi president orang pintar lawan orang baik hujat lawan jabat keparat lawan aparat orang miskin lawan orang kaya orang banyaak omong lawan orang pikir nasehat pribadi siap siap ssaja kamuantidakan wakatau kekamuartidak pakamu toke pentidakdilan segera dekam penjara dg semua keriminal lainnyaa\n",
            "usah jadi jabat publik kakakamu mau tanyaa ijazahnyaa rakyat\n",
            "rs ken ku gigit deh\n",
            "pentidakcara mulyono sebenarnyaa tau kkamu ijazahnyaa mulyono palsu kkamu lihat uang bicara akal sehatnyaa jadi ilang\n",
            "orang awam sebenarnyaa mudah bikin ribet tingtidakalau tunjuk ijazah pentidakdilan selesai pentidakcara bantu ijazah ini bantu ijazah asli pa engtidak sudah bekamum bahasa indonesia santidakata buruk\n",
            "rs dukamuan kayaknyaa msuk barak pentidakb kata orang cengegesan si rs\n",
            "roy panci jantidakn kekamuar pomengapa bahas mau ngeles ya sisi akademik dimananyaa\n",
            "si yakup masih abal2 maaf duitnyaa gede kup kamu trima kasi banget tunjukin kup ijazahnyaa itu rakyat minta\n",
            "roy suryo mukamutmu harimau\n",
            "roy suryo tetap ssaja pakai azas dutidakan asas didutidak dutidak\n",
            "belit belit roy suryo\n",
            "bicaranyaa roy suryo alam bawah sadar serba asal jeplak benar semua kata\n",
            "butuh pentidakcara jujur bukan pentidakcara hanyaa mau terima uang\n",
            "mampus kamu royyy satu pun tidak benar jelas\n",
            "jantidakn cari benar kalau salah aku ssaja salah jantidakn tetidakkkan bohong cari popularitas oke terima kasih salah ugm bekamum \n",
            "kalau emang palsu cepet bontidakar duka tunda az\n",
            "ber bicara tonton umum jantidakn memakamukan oke terima kasih\n",
            "moderator jantidakn asal ngomong nanti memakamukan moderator oke terima kasih\n",
            "aquljaa alhaqqu wazhaqal bhathil innal bhathila kana zahuqo maha suci allah atas setidakalaua firmanyaa allahu akbar 3x\n",
            "hati2 main pentidakalauihan isu sedang main ro s bisa jadi hanyaalah orang bayar\n",
            "roy panci trlkamu percaya diri\n",
            "effek bohong tipu jantidakn ter ulang tanah air oke\n",
            "suryo mengapa\n",
            "mantap bung roy suryo \n",
            "ro sakit hati\n",
            "wsajar dong publik ken tahu kebenarannyaa milik seharusnyaa tunjuk ijazah dong ijazah memang asli santidakata masuk akal lah dia pemiliknyaa orang tunjuk tak usah sembunyai tak usah ribet lah takut  pakai pentidakcara  \n",
            "mas roy mantan dosen ugm percaya ugm\n",
            "soy suryo kayaknyaa orang stres berat sehingtidak yakin bukatai jelas ugm  orang azab kelak samaotidak cepat tobat\n",
            "mantap bg yakub\n",
            "ummat satu doa istigosah minta pertokeamuntidakn alkamuh swt kita mampu lawan kebohontidakn manusia kemunafiqan manusia putar balik fakataa --\n",
            "tantidakap roi kawan2 nyaa rusak bangsa ini depan\n",
            "roy suryo lampau batas  pernah puas  dulum alquran kata lampau batas ini sosoke roy suryo orang lampau batas dulum alquran orang layak hormat\n",
            "roy suryo ambisius kepentintidakn pribadinyaa pudar\n",
            "siapa tuduh hrsnyaa membukataikan\n",
            "ngetik panjang lebar ternyaata anak2 abah dungunyaa memang lewat\n",
            "ternak mulyono pekooooke  jantidakn kamuooh pelihara dong  masirbas6374\n",
            "tantidakap roysuryo tahan jantidakn ragu pecah belah bangsa apa uud buat kkamu ntidak pakai jantidakn kebal hukum roi kawan2 melatidakarena ham tantidakap hukum\n",
            "semotidak allah swt membukataikan nyaa bahwa ijazah tab palsu aamiin yaa robb\n",
            "yakup ikut2an jadi tipu rakyat\n",
            "roi terlakamu cari cari salah orang cck kalau lapor karna orang sroerti sgt berbahsya jadi pecah bangsa\n",
            "ntidakkamur ngidul tidakk karuan roy roy\n",
            "gek ndang paten kabeh wae kamuo tim tapiua kui\n",
            "tidaknteng pandai  cerdas sopan lg pentidakcara muda yacub hasibuan  gb \n",
            "repot pembukataian tinntidakalau tunjukin ijazah asli nyaa  beres mengapa dadak lapor2 an\n",
            "masa hari tua kau baik roy\n",
            "roy katanyaa cinta ugm hanyaa mukamutnyaa kenyaataannyaa bohong mereka tuntut ugm masyarakat nusantara penjara roy minimal 12 tahun mantan nara pidana roy panci mukamutmu harimau\n",
            "roy suryo sebentar gila\n",
            "royy koplak  omontidakne nggedabus  ra io cekel  kkkkk panci panci \n",
            "roy panci dah ntidakwur kakakamu ngomonh\n",
            "wong elek atine dentidakil rai surya penjara umur hidup ssaja\n",
            "mas roy suryo seharusnyaa sendiri akamumi ugm bukan moncore ugm sendiri\n",
            "is pande x abang yakup hasibuan lahhh  toppp\n",
            "koar lah sepuasnyaa bung roy sbelum bisa koar penjara\n",
            "ragu orang b harap pak roi jang ragu ragu  diri sendiri\n",
            "wah heboh jadixa skarenag wapres gibran dn masyarakat dini indonesia rame skalaui perintidakataan samaua rakyat indonesia maju\n",
            "wah kpu pasti ijasah asli apa palsu daftar arti system nyaa kuat\n",
            "roy mending urusipanci mu\n",
            "roi suryo paling kabur ad sakit celaka\n",
            "roy kamu kerja buat netidakarenaa nyaerocos gunanyaa\n",
            "misalnyaa aku punyaa ijasa terus orang mau lihat dg cara roy suryo aku jutidak berat apa haknyaa roy suryo mau lihat ijasa aku  coba pikir \n",
            "pentidakcara mulyono cerdas putar puter pakataa yah namanyaa pupuk mulyono tidakya barunyaa terap\n",
            "jadi eh mas roy kamu kena jebak tunggu ssaja penjara tunggu\n",
            "ruwet ruwet bekamum\n",
            "izazak malah melihatin izazah nyaa dukamuin lihatin nyaa\n",
            "melihatin izazsk nyaa\n",
            "orang masalak izazah dukamuin\n",
            "siroy masuk perantidakap kodoke dalam panci\n",
            "roy panci siap masuk penjara\n",
            "sbtidaki rakyat biasa insy dulum putus akhir insy ijazah bp jokeiwi asli valid sudah asli ndk muntidakin ugm bohong ugm universitas kenal tua\n",
            "lihat sama2 siapa bnr kawal sama\n",
            "muncul masalah baru roy suryo dentidakn ugm mencuritidaki kekamukamusan almni ugm\n",
            "manusia lidah cabang rahi tidakaaaaaattel roy surya \n",
            "bodo super dungu ntidakna roy suryo\n",
            "bodo roy suryo jantidakn mentidakataas nama rakyat indonesia\n",
            "roy panci kamu ntidakk usah kamu bawa2 nama allah lihat ssaja roy panci semotidak kamu teman2 mu busuk penjara\n",
            "tujuannyaa roy\n",
            "nm nyaa jadi kuasa hukum hrs tau duka bukatai nyaa jawab pretanyaaan orang yang blg bang\n",
            "abraham samad bagai ketua kpk duka kerjanyaa jutidak tidakk kamurus-kamurus banyaak serongnyaa\n",
            "roi suryo otaknyaa miring ugm kpud 2 kali kpud dki 1 kali kpu pusat 2 kali mentidakataakan asli ahli mentidakataan asli palsu\n",
            "duka sebekamum jadi residen diuntidakit politis \n",
            "roy suryo cs kamu datang inderamayu wartidak inderamayu bkalaun slm olaratidak kawan jugan hrp bkamu bisaa kalaur dari inderamayu bkalaun bkarena\n",
            "hey roy panci tidakk usah gedabrus ilmu apa mau kau pake ilmu abal2 ya kasihan  \n",
            "cocoke nyaa memang roy suryo jebkamuskan ssaja penjara\n",
            "muak lihat roy suryo orang slakamu bikin tidakduh netidakarenaa soke pinter \n",
            "bagus ruy suryo supaya tau siapa berani ngekamuarkan ijazah ogm itu ijazah asli palsu\n",
            "betul se x pk ndk tunjuk kan ijazah asli jugan piara dari awal 2023\n",
            "kuasa hukumnyaa jkw kes pola piikirnyaa seperti orang super dungu yang munafik\n",
            "wsajah roy suryo  cermin wsajah kekawatiran\n",
            "setidakalaua alam bawah sadar dibawa2  telemapancious \n",
            "sabarla roy suryo dan sekekamumpokex masuk rumah baru tidur jatidak polisi dan makan grati\n",
            "semua minta pertanggungjawabannyaa dunia akhirat jujur selaka sinar munafik tau tempatnyaa harap segera akhir polemik tidakk penting ini\n",
            "knp nggtidakk awal jadi bupati gubernur nngtidakk prso al kn aku yakin nih sesuatu strategi politik mika 5 thun depan\n",
            "digital forensik valid fisik forensik hasilnyaa valid siap2 ssaja roy suryo cs masuk jeruji besi tunggu ssaja panik roy cs tiba menghiba pak jokeo wi\n",
            "kalau kpu mah tau hanyaa lihat fc diletidakalauisir ugm  verifikasinyaa sedantidakan kampusnyaa ugm mestinyaa akuntabel  karenaedible dong  cetak anak bangsa bawa negeri indonesia 2045  hanyaa omong pakai catat  dokeumen yang tunjuk hitam atas putih\n",
            "jujur mihak siapa kira roy sekarang kerjanyaa apa punyaa tenatidak lebih buat ngurusin begini\n",
            "48 15\n",
            "bebas bablas\n",
            "bebegitu bobrokenyaa hukum indonesia\n",
            "jadi ijsah roy palsu dong kkamu ntidak pecya sama ugm\n",
            "konoha butuh wkata menantidakap tipu kelas kakakap mulyono aku msh just pentidakarenauh duit ya ternak mulyono msh aksi\n",
            "kalau mau sidang live arti ijazah palsu itu ilmu jiwa bathin renuntidakn\n",
            "jadi kebohontidakn mentidakalauahkan fakataa renuntidakn\n",
            "kasih njabatan samo roy diam pasti orang kehilanhtidakn jabat  berkataek kataek\n",
            "masuk prof tuju\n",
            "maling panci maling panci hahahahahahaa\n",
            "lihat mau jujur belit \n",
            "leebayyy\n",
            "tak pro siapa siapa harap indonesia baik aman tentram damai dan samaotidak allah tunjuk siapa salah kasus ini atidakarena rakyat tahu siapa bohong\n",
            "tingtidakalau rakyat mau lihat polisi n aph lainnyaa cara mainnyaa gmn thdp kasus ini hati2 aph samag fair play sebatidaki penetidakk adil\n",
            "goreng tahun 2019 basi\n",
            "hoooooooooy di kamuar sana pamer maju netidakarenaanyaa masing2\n",
            "orang macam kkamu ntidakk hukum sampe mati bkamum kapoke\n",
            "keren mas yakop\n",
            "kampus salah salah panci\n",
            "dentidakarena cengirrr kaya kuda ken cucu\n",
            "teliti duka jantidakn ujug ujug gembar gembor kalau pasti kan katanyaa ahli ahli bo ol kerod\n",
            "bo ol kerod kalih endasamau suryo suryo dasar panci\n",
            "mata hukum semua tunduk alas\n",
            "suryo suryo dasar otak udang\n",
            "kamuh siapa rt bukan rw bukan kamurah jutidak bukan camat jutidak bukan polisi jutidak bukan menteri jutidak bukan cuman ahli bo ol kerod\n",
            "mantan tentidakulak sintidakong kalih\n",
            "suryo suryo dasar ahli bo ol kerod\n",
            "kan letidakalauisir suryo dasar ahli bo ol silit\n",
            "semanget roy biar cepet masuk lapasss mampus kan lebih cepat kalau dah bu i  bila kamu ijin duka ma anak istri sur mo mesantren begitu oke \n",
            "pakar bo ol kerod kalih\n",
            "pak ci lgsung msk pd jemput mlh k dodor pian pak ci soalnyaa pungsi negri\n",
            "nantang nih yeh benar nyaesal akademik bo ol kerod\n",
            "so tahu suryo suryo ekamuh tuh temu opo suryo\n",
            "bagus rawan alap alap kejar terus biar modar tuh grup panci cs jngn buat kendor\n",
            "menpora panci buat ngeliwet buat turnamen ngeliwet kalih\n",
            "menpora panci buat ngeliwet buat turnamen ngeliwet kalih\n",
            "menpora bo ol silit kisamain\n",
            "suryo rodoke kecroke \n",
            "entah siapa benar tuju ikut prosedur hukum laku\n",
            "alaaaaaa roy suryo tu bnyak zu uzon\n",
            "ijazah ku mana ijazah mu kakakamu atidakk maka biasanyaa masalah dentidakn itu kakakamu bangtidak bahagia almamater we are the yelkamuw jackets \n",
            "gu aslinyaa kamuh baru nuduh gua pake palsu ngelihat jutidak nuduh dasar ahli silit\n",
            "kamuh petidakng asli baru kamuh nuduh orang pake palsu lihat jutidak dah nuduh dasar bo ol ahli silit endas mu botak\n",
            "kamuh petidakng asli nuduh orang petidakng asli dasar ahli borondong\n",
            "nih asli orang pake palsu teliti hasilnyaa dasar combro lihat jutidak\n",
            "umum umum umumemangan kpda rakyat indonesia  si suryo ahli oprasi silit ahli bo ol kerod ahli telenovela ahli nyaabol kisamain\n",
            "tidakk usah bawa bawa bangsa lah yakub\n",
            "47 08\n",
            "mas yakub cerdas keren \n",
            "nyaewa pentidakcara awal hingtidak akhir kira kira habis berapa ya\n",
            "tidakk lihat ucap fakultas kedokeataeran\n",
            "sepandai-pandainyaa tupai mekamumpat jatuh jutidak \n",
            "semuah tidakarenaa ijazah dasar laki laki\n",
            "aspek ahli ilmiah ahli politik potensi konflik metode uji hipotesis kompromi sosial benar vs kemenantidakn komitmen objekataivitas kamuyalitas netralitas vs kepentintidakn komunikasi detail teknis simpel populis sulit sinergi\n",
            "yang mulai tidakduh cantidakemu roy bukan pak jokeo w mukamut mukamut busuk kamuu roy \n",
            "no bukan karenaitis fitnah \n",
            "percaya sama polisi \n",
            "pentidakcara takut yaaa\n",
            "mukamut kotor roy cs kamu sikat biar bersih\n",
            "jadi satrio piningngit jujur bukan kebohontidakn pelihara\n",
            "main politik wakataunyaa hilang hilang isu nyaa jantidakn kaget kalau politik banyaak dariama nyaa endingnyaa selaka mengtidakntung jelas\n",
            "kalau pentidakdilannyaa indonesia aaya jamin 100  roy suryo dkk masuk penjara tapi kalau penhadilan intrnasional jamin  \n",
            "ota kamuu terang benderang karena gelap kosong isi gelap\n",
            "face-bkamue-samailing anak bangsa cerdas\n",
            "bahas ijasah tidakk mari enak bahas apem sing mumpkamuk wuueeeaannnaaak mak jleb pkamung \n",
            "umpama ijasah pak jokeowie asli santidakata resiko roy suryo jerat pidana sebaiknyaa cakamun narapidana cek duka sisi jiwa karena jujur aku ragu sehat jiwa roy suryo karena orang tertidaknggu kejiwaannyaa pidana justru perintah seharusnyaa fasilitas upaya penyaembuhan roy suryo tsb\n",
            "jawab proff komaruddin \n",
            "begitu nyaa cara cari duit he kau muda jantidakn ikut dungu dong makamuuuu jejak digital nyaa\n",
            "mas yakub mas kasi roy suryo\n",
            " siap2 masuk hotel prodeo cari ijazah palsu\n",
            "woalahhhh\n",
            "radio rusak\n",
            "hhh roy suryooo gembkamuungg \n",
            "apa kabar dentidakn atur tni semoat rame\n",
            "halah penyaidik2 trus\n",
            "repot tingtidakalau liat benar 2 netidakarenaa konoha\n",
            "sebaiknyaa ugm tarik ssaja ijazah roy suryo risamaond sianipar dari tifa lacur institusi ugm \n",
            "enaknyaa orang kaya gin kirim kamboja nyausahin hakamuannyaa narasinyaa cocokeamuginyaa \n",
            "yakub tersenyaum kata hati bodohnyaa roy suryo habis kau\n",
            "muntidakin surat keterantidakn kehilantidakn ugm nyaa asli sd samap samaa tekan asli\n",
            "sy koq muak liat nyaengirnyaasentidakja buat onar republik ini sebaiknyaa segera penjara supaya netidakarenaa kerja dentidakn baik aman untoke masa depan bangsa netidakarenaa\n",
            "kempes jadinyaa isu sampah begini terus panggung  kompas kompas\n",
            "ayo seru iki\n",
            "d r roi allah s w t era benar kejimenuju in donesia m erdeka pancasila\n",
            "liat otak roy suryo kecil kerikil\n",
            "tuju roi bukan analis ilmiah akedemis tapi roi suruh orang jatuh ugm jokeiwi\n",
            "soke pinter roy pamciii panci\n",
            "opini publik arah buzzerp tak guna dokeumen puslabfor tingtidakalau tentu palsu pentidakdilan sepertinyaa ada jika memang palsu santidakata sulit jadi palsu kertas  tinta merah bekamum buka publik rahasia\n",
            "roy suryo strata satunyaa fisipkan artinyaa beliau bukan ahli it\n",
            "pak orang sempurna dulum kata - kata\n",
            "benar nyaa udah rusak awal nuduh alkitab palsu d tanyaa mana asli nyaa tunjuk paling kamucunyaa udah nuduh alkitab palsu ntidakis ntidakis ayat membukataikan nubuat nabi nyaa jadi usah heran roy suryo bebegitu\n",
            "kpu benar dahukamu dar ubah ir batidakimana betul dipertanyaakan kpu amin rais mempertanyaakan jutidak masalah dar bisah ubah ir batidakimana caranyaa\n",
            "bohong besar\n",
            "penjara sj roy suryo\n",
            "okee roy panci makin kau untidakit salah orang sama ssaja kau minta masa lakamu mu untidakit lagi sama orang lain okee roy\n",
            "msh yakin punyaa nama baik tuntut tuh occr bilang pimpin korup no 2 dunia kilas ssaja lihat yakin kalau didik kuliah s1 bullsyet palsu 1000\n",
            "jebkamusin roy panci penjara manusia tidakk guna cuman bikin tidakduh netidakarenaa  masuk sampah masyarakat\n",
            "simpel kkamu ugm ntidakk benar siapa kamukamusan ugm masih ragu termsuk roy suryo lainnyaa\n",
            "roy roy kau pikir dentidakn jatuh orang trus kamu tinggi kamu salah leeee lihat negri siapa duka hingtidak sekarang kerjanyaa malah jadi glandantidakn politik makin rendah ngtidak laku\n",
            "yakup selek\n",
            "rs memang contoh usak bangsa pengtidaknggu ketentraman netidakarenaa fitnah pomengapa lentidakap hapus bangsa indonesia kirim ssaja israil\n",
            "asa duka kamuu penjara jutidak karna hina pak jkwi ujar benci mengapa sekarang balik mau menyaerang pak jkwi lagi apa tidakk kapoke orang\n",
            "track record roy orang prnh melangtidakarena hukum masa percaya sama orang prnh melangtidakarena hukum  lihat pernyaataan lihat siapa bicara lihat jejak digitalnyaa apa orang baik apa dmata hukum \n",
            "roy surya memakamukan\n",
            "statmem kademis fitnah\n",
            "duka kasih jabat cocotnyaa diam kerja ngtidakk cus sekarang tidakk adsajabatan otaknyaa soakk bikin tidakduh sekamuruh indonesia tahu tidakk nyaanyai lagu bangsa\n",
            "seru lihat debat ini masing2 lapor lapor mau benar argumennyaa masing wartidak awam santidakata ken lihat benar dipersidantidakn live utara frof kamarudin biar jelas semuanyaa\n",
            "indonesia bubar tidakarenaa - tidakarenaa  gelintir orang hintidakarena bintidakarena negeri ini\n",
            "allah tidur  pentidakdilan allah laku  firaun paling kuasa akhirnyaa takkamuk\n",
            "mas suryo memang cerdas membontidakar palsu\n",
            "siap dentidakn konsekwensinyaa\n",
            "mau menang mudah langsung ayamwin\n",
            "iling jaman akhir pembeci iri dentidaki gelap hati astagfirullah\n",
            "bukan politik tapi norma kejujran\n",
            "bukan politik tapi norma kejujran\n",
            "roy suriyo makamuk paling memakamukan dunia\n",
            "turun kan gibran\n",
            "kalian sibuk urus tak manfaat apa kbr dg maling uang rakyat hilang kan\n",
            "roy cokearenao kakakamu jelas masalah jantidakn cengentidaks cengenges kamu dentidakarena simak jugan cuma suara kamu dentidakarena ssaja simak benar buka kuping congek an\n",
            "gile nih akamumni ugm bilang bikin ijasah palsu muke kamu roy saya tau siapa kamu cuma dosen komunikasi fotografi\n",
            "roy coba belsajar menyaeimbantidakan otak akal nurani sehingtidak kamu menjatidak ucap perilaku atidakarena buat sugesti jerumus masyarakat\n",
            "panci takut penjara umur hidup mantso malenh panci\n",
            "mantan menteri hukum komennyaa kayak lsama\n",
            "batidakimana roy sekarang kamu jadi huni penjara selamat menikamuati roy daa\n",
            "bukataikan dg jurdil fair netral hukum salah bohong\n",
            "betul fitnah bukan\n",
            "kabeh koq soyo mbulet wong kon jujur wae lho padahal salah satu pihak iki enek sing ora jujur wong beril wong jabat wong pimpin hadeehh indonesia\n",
            "banyaak duitnyaa ketua kpu nyaa\n",
            "makin lama polemik ini makin cukup wakatau sip semuanyaa masuk maksud ijazah sesuai tentu real forensik kalau benar lho  \n",
            "banyaak ternak mulyono\n",
            "rakyat butuh bukatai bilang cemar nama baik pasu sakit hati cacat kamugika banget\n",
            "betul lapor semua pak hina pantas\n",
            "si suryo residivis bui\n",
            "baris sakit hati emang susah move on\n",
            "lanjut bang roy\n",
            "roy suryo ahli curi panci\n",
            "roy pimtar pintar bodoh\n",
            "selamat datang penjara roy suryo cs\n",
            "nyaantidaka kasih jp langsung main \n",
            "ah rumit kali tingtidakalau tunjukin ijazah nyaa selesai kan orang mau kerja super market pake ijazah\n",
            "miring o roy rou\n",
            "khamid awakamudin mantan menkumhan ko ngtidak faham hukum narasinyaa ntidakwur tampak bodoh\n",
            "bangtidakkah ugm mekamukamuskan roy suryo cuma tanyaa sih  karenaedibilitas ugm kyknyaa bkalauan taruh dentidakn jadi\n",
            "wakatau kkn iniroy suryo dijadilanlah tersantidaka\n",
            "wakatau menteri olah ratidak roy suryo tipu silat lidah curi omi\n",
            "semua jabat tinggi netidakarenaa seleksi roy suryo karenan zaman duka zaman sekarenaang ini\n",
            "roy siryo diam lah kamuu hancur kamuu kkamu kampung kamu kamuu siapnyaa kamuu\n",
            "roy suryo hina petutidaks tinggi kampus u g m karena izazah u g m\n",
            "jadi tk jadi mati ini penjara roy suryo dengan k k\n",
            "muntidakin roy suryo pake dukun santet dukun berhala atidakamuanyaa\n",
            "rakyat pekamusoke desa indonesia hukum berat orangnyaa hina president indonesia lanjut\n",
            "rs punyaa ilmu uji forensik digital bijak kapan ilmu guna ijazah produk anakamug bukan produk digital mentidaknalisa digital produk copy-an ijazah bukan ijazah aslinyaa lakamu menyaebarkan isu ijazah palsu awal udah salah kkamu memang mau koar pasti duka ngecek asli palsu apa tidak satu letidakalauitas hukum apa tujuannyaa apa buat lapor ijazah palsu jelas kkamu hanyaa jelek nama orang lain patut penjara\n",
            "dalam apa sakit hati pak roy suryooo semotidak lekas sembuh sakit hati beri ilham maha kuasa\n",
            "kumpul wayang \n",
            "tis urin sualnyaa tidakk wsajar cengis terus\n",
            "roy suryo kamukamusan ugm tak baca lagu indonesiaraya\n",
            "penyaebar finah usir ssaja\n",
            "yacob yacob lihat gesturmu lihat bantidakata kamu ntidakarenaang mikir2 apa kata  jantidakn soke pintar soke tau santidakata jelas mentah lhoo tampil jutidak bapakamuu sama dentidakn gibran \n",
            "benar pak masalah rintidakn tingtidakalau tunjuk kamuh ijasah ku ssaja repot\n",
            "c suryo pokeo nja iri sakit hati pernah pecat karna njokeamung panci\n",
            "tunjukin ijasah asli beres\n",
            "ijazahnyaa jakowi tunjuk beres to mbulet sj pentidakcarannyaa banyaak omooong\n",
            "pertanyaaan saya tokeamung jawab yaa seandainnyaa ijazah palsu apa dampak indonesia dan kkamupun ijazahnyaa asli apa dampak masyarakat indo netidakarenaa pda sibuk perang datidakng dsini sibuk ijazah heran \n",
            "santidakata tuju dentidakn dapat pak hamid awakamuddin \n",
            "beres pecah bela bangsa tidak da pentidakarenauh nyaa kali hhhhhh bukatai nyaa gin ssaja coba bawah ijazah nyaa kepentidakdilan sama2 lihat biar bukataikan ahli tehnokeamugi hanyaa orang bohong tidak berani tunjuk identitas nyaa\n",
            "ayo tuntas masalah secepatnyaa\n",
            "knp suryo jongornyaa ketawa muka ya tau salah msh ttapi ngotot segera kau kurung biar kau renung penjara\n",
            "orang kyak roy panci suruh madura\n",
            "lihat poto ijazah aza beda\n",
            "upk bukan memferifikasi hai pentidakngguran banyaak acara bkamu on hanyaa dar minta konfirmasi  katidak upk verifikasi \n",
            "kata nyaa kalau pinta pentidakdilan mao diperlihatakan \n",
            "hebat pentidakcara muda yacub hasibuan debat emosi beda kawan debatnyaa penuh dentidakn emosi memojokean terus tuduhnyaa doa yacub hasibuan tetap semantidakata mudah bela kalauin nyaa kamuar biasa yacub hasibuan emosinyaa atur salam sehat\n",
            "orang jahat rs gerombolannyaa kampusnyaa serang kaya\n",
            "bila ijazah jokeowo palsu dunia ngetawain omdonesia makanyaa se rapat muntidakin jantidakn bocor jatidak kuat itu kira2 dapat\n",
            "mampos kamue roy panci masuk bui nyaahokekkk wkwkwkwk\n",
            "tuh saudara saudara jadi jalan minta tunjukin sim jantidakn kasih itu perlinduntidakn pribadi kata kuasa hukumnyaa jutidak tidakataidakataidakataidakataidak\n",
            "pejabatngrharusyangsemuamematuhilegilimtasimakeijsahaitidakslijantidaknyaangpalsubelumadigemana\n",
            "bukanmenyaalahkanpenguasayangmasihmemetidakngpancasilamemenjarakanwartidakulamabelumadabukataiyangsahindonesiaadapenguasatidakamuakepancasila\n",
            "ngrharusamaekamundungikebenarandiindonesialebihdukamujantidaknadayangmencarikebenaranmalahdilaporkanpolisitidakbolehrakyatbangsaudahmencarikebenaranjantidaknsampepejabatngrmakekebohontidakndpradapresadamanayangbetul\n",
            "dprharusbisamelindungirakyatjantidaknmelindungikebohontidakndingrdemokearenaasidiindonesia\n",
            "sekjokeowiharusbisaberbuatharustanggungjawawbperbuatanyaangsemuatidakamuasukuureformasiuudemokearenaasiuupejabatngruukknuuetikharusdikamuruskan\n",
            "roi suryo hukum ssaja cepat masuk sel\n",
            "roy suryo benar  tapi benarnyaa neng rumongsone dewe masih bocah itu\n",
            "sampe kasus koruptor hilang\n",
            "kamu kamu kamu mat mat situ ngerti mana karenaitis mana tuduh  fitnah oh iya kamu kan masuk gen jutidak\n",
            "tukang fitnah atidakamuanyaa apa\n",
            "tukang fitnah atidakamuanyaa apa\n",
            "sebatidaki orang kampung menikamuati politik time semotidak pentidakdilan netral akhirnyaa 6g penjara tapi netralitas hartidak mati\n",
            "orang sabar  diam bukan arti dy salah makin diam makin sepelein lapor jugan takabur  penggirintidakn publik rasa paling pintar  benar se dunia akhirat atas langit msh langit orang pintar hebat koq sibuk ngurusin  jatuhin orang \n",
            "roy panci stressss\n",
            "wkwkwk lihat lah senyauman nyaa si roy sudah lihat senyauman dentidakn penuh tekan\n",
            "harap roy cs tuntut ugm cemar nama baik kampus orang karena percaya dg kampus mengekamuarkan ijazah pasti banyaak orang kena hasut roy cs sehingtidak banyaak minat kuliah ugm\n",
            "jadi rasa heran dg roy suryo kkamu lihat roy suryo rasa dirinyaa soke paling benar paling suci padahal wakatau jadi tri olah ratidak panci ssaja bawa\n",
            "batidakimana ahli psimengapaamugi ketawanyaa si roy saya bukan ahli tau artinyaa wkwkwk\n",
            "terlakamu liat nih roy bodohnyaa pinter\n",
            "penjara semua orang baris sakit hati masa lakamu\n",
            "roy teliti baring online termyata bukan asli wkkwkwkwkwk\n",
            "memakamukan royyyyyyyy\n",
            "ijazah roy suryo palsu cek tu\n",
            "ssaja skarenaipsinyaa arsip ugm sodor polda  bareskarenaim beda ini hrs perhati roy suryo dkk\n",
            "roy suryo ngomong cengengesan ciri ciri orang jujur pasti\n",
            "masalahnyaa meng-ukamur2 wakatau cari celah benar lawan benar kamuh hayo mikir mikir mikir not only toke nde toke\n",
            "roy suryo ilmunyaa amin rais banyaak omong tapi banyaak bohong pasti ijazah s 1 s 2 tapi orang nyaa gobkamug sombong rakus serakah suka korupsi roy suryo percumah sekolah\n",
            "penjara si roy ini\n",
            "roy supondek memg kalah knn\n",
            "piliran hamid\n",
            "roy suryo jutidak ntidakku kamukamusan ugm tidakk apal lagu indonesia raya\n",
            "tidakamupang banget dapet jp main \n",
            "kebanyaakan kampus dana mana bisah raka ijazah resamai alias palsu \n",
            "ojo ntidakalauak terus roy tunggu sidang pentidakdilan rakyat tau foorensik dulul bicara menyaebalkan\n",
            "lah kakakamu emang masalah rintidakn ntidakpain bawa ranah hukum kakakamu emang sokeamusinyaa sesimple nunjukin ijazah aslinyaa ntidakpain ribetin\n",
            "kompas tv tempat duduk panggung soalnyaa panggung lansia\n",
            "lg an ntidakpain d umpetin si  tunjukin donk kn hrus nya bangtidak pnya ijazah dn kamukamusan ugm lg ntidakpain d umpetin daripd geger\n",
            "keben ran sederhana kamurus kebohongtidakn bekekamuk2 ribet mutar2\n",
            "raut muka gestur tahu siapa jujur siapa bohong\n",
            "ngtidakk usah dillribuntukan ujileb libatjan pihak2 penggutidakata tergutidakata jutidak pihak kampus biar kebih transparan masyarakat biar tau sebenarnyaa ngtidakk kamu banding kalau semua pihak kait libat \n",
            "roy suryo pengin penjara\n",
            "dikamuar negri justru berkamum\n",
            "roy surio pakar telematika palsu\n",
            "suryo suryo tingtidakalau nunggu kamuh nginep hotel prodeo\n",
            "kang roy kamuu didik ugm begitu nyaa kamu percaya sama ugm padahal kamukamusan universitas situ kamu kang roy\n",
            "pak roy istigfar pak\n",
            "roi suryo belit 2\n",
            "senyaum mu bawa duka \n",
            "siap siap panci cs bakal gosong pantatnyaa prodeo\n",
            "ah elah perihal ijazah ribut ribut kamukamusan universitas akarenaeditasi b jazah kataidak dipake kerja sampe skarenag kakakamu ditanyaa ijazah mah tingtidakalau tunjukin dentidakn bangtidak lah mau asli tingtidakalau dateng rumah poto poto lah jazah tidakk guna mau pdf siap tak kirim kapan doang ijazah kan bukan aib kan yak tidakperkamu maka nunjukin ijazah mah ntidakpain maka nunjukin ijazah doang tingtidakalau tunjukin selesai kelarr urus\n",
            "ruwet ruwet ruwet masalah gmpang bikin ruwet\n",
            "senyaumnyaa cerianyaa mas roi bawa paksa dirinyaa ndak imbang\n",
            "roy suryo hidup yaa\n",
            "wah roy suryo memang ngeyel se olah2 se kampus ugm paling pintar \n",
            "ternyaata tifa risamaon ijasah palsu maling teriak maling sembunyai balik dinding kasak kusuk cari kambing hitam\n",
            "jr saragih mantan tni bro lg berpantidakat mengapaamunel n mantan komandan panpres kau bilang ijazahnyaa palsu jngn2 ijazah kau palsu sempat pacncipun kau antidakat\n",
            "pak hamid jutidak narasi tepat santidakata jauh orang erti hukum kayaknyaa mirip toxic jutidak kayaknyaa punyaa kepentintidakn milik benci nanti pentidakdilan baca narasinyaa\n",
            "periksa nomor induknyaa kalau beda palsu \n",
            "kamuar biasa pentidakarenauh nonton video2 netidakataif benci sampai terima kenyaataan\n",
            "tapi sumber akademik nyaa falit ambil foto bukan aslinyaa teliti akademik sumber aslinyaa bukan orang lain palsu ijazah nyaa argumen nyaa lari skarenaipsi nyaa\n",
            "kakakamu pak roy benar cerdas basic data ssaja internet \n",
            "roy suryo bohong kalau unsur politik\n",
            "kalaupanci kamu aku panci nyakamung panci dongo\n",
            "puasin ketawa rsaja panc ntar penjara kamu jadi tikus cebur panci\n",
            "panci rsaja ngeles\n",
            "aspal aspak okeeh kalaumpoke msh nuntut caru2 buat tidak kebenarab\n",
            "orang2 kalaunpoke tuntut hak pribadi betupa ijazah nilai kalaumpoke sakit pikir tidak puas dendam unsur benci sb ngtidakk jstah pjbt dulum pemerinyaahannyaa masa pimpin\n",
            "bang roy muntidakin hari indah bagus seret penjara suka miskin\n",
            "semua kuasa hukum bohong bilin bikin\n",
            "menyaimpan barang busuk satusa at tetap aka cium baunyaa\n",
            "semua gelap mata dentidakn uang\n",
            "semua masala kamukamuskan karna uang\n",
            "semua masala kamukamuskan karna uang\n",
            "makanyaa orang kampus hati kkamu politik jantidakn mem bawa kampus intidakata byk karakataer orang byk karakataer resek medsos liar\n",
            "orang bisar tetap atas angin dn orang kecil\n",
            "somad ternyaata omdo jujur mengekamuarkan dapat\n",
            "panci\n",
            "presenter nyaa tanyaa sangsi pidana atas buat fitnah cemar nama baik\n",
            "nampak kali sombongnyaa roy suryo awas kau suryo lapas penjara nanti\n",
            "pesan yo jantidakn ketwa sendiri cengentidaks cengenges sendiri jeruji besi\n",
            "bukan kampusnyaa salah yo suryo otak kamu palsu kamu ngoceh alam bawah sadar yooo suryo\n",
            "penjara ssaja roy cs penjara umur hidup\n",
            "munculnyaa preman hukum jalan netidakarenaa lihat ssaja hakim2 brengsek dipentidakdilan rata2 semuanyaa terima sogokean pentidakcara masyarakat cari adil jadi wsajar ssaja munculnyaa premanisamae\n",
            "ijazah bukan informasi publik lah pak informsi pribadi\n",
            "yakub terima deposit \n",
            "buang buang eakatau bahas lapantidakn kerja biar secepatnyaa temu titik yemu buka lapantidakn profesional\n",
            "ngtidak apa2 santai paling karenaantidakeng sebentar paling 3 tahun\n",
            "sudah roy siap2 masuk penjara mukamutmu harimau mu rakyat bosan\n",
            "netidakarenaa sibuk tata depan ini ngurusin ijasah hoalahhhhh\n",
            "bukan karenaitik fitnah\n",
            "samma kasusx simakamungun kuasa maen\n",
            "tak ngerti tadi singgung ttg panggung si alpokeat buat panggung babex kan wamen\n",
            "siapa balik roy suryo kira2\n",
            "main kognitif si alpokeat ini\n",
            "salam sehat bahagia semotidak seghat bahagiia jimbaran kuta selatan buakamu\n",
            "roy suryo orang y sifat dentidaki g d pekejaan\n",
            "ad otak rekayasa ijasah ugm simerekaya punyaa kepentintidakn thdp ijasah keduanyaa saling menyaandaria karena keduanyaa sling punyaa kepentintidakn\n",
            "yakub matang data roy dkk bukan abal abal adu data transparan\n",
            "msh rasa masalah\n",
            "modal berani mbacot nongolin gigi\n",
            "kebanyaakan orang pintar jadi soke kemintar\n",
            "kpu kan laku ferifikasi fakataual apakah fakataual \n",
            "sekamuruh wartidak indonesia bangtidak kalau nantinyaa salah hukum\n",
            "                   \n",
            "tanyaa pentidakcara apakah pentidakdilan jamin jujur\n",
            "mantap jawabanxa pa prof komarudin\n",
            "prof tahu adil oleh instrumen terin setting bela kepentintidakn kekamumpoke tentu\n",
            "pentidakcara kamucu tahu ijazah aslix ngomong byk selaka membekamukkan ranah hukum sayah bela orang tahu bukatai aslix\n",
            "orang gila kasih panggung\n",
            "rakyat mau tipu tindas\n",
            "abraham samad ngomong hukum lentidakap dsn kes memframing dg keoentintidakn subyekataif\n",
            "roy kata2mu hanyaa angin lakamu lindung balik argumen ilmiah prosedur ilmiah kau laku seramoanfan\n",
            "orang2 pintar lihat bodohnyaa\n",
            "sakamute jelas mas yakup cocoke jadi kuasa hukum santidakata cerdas\n",
            "benar grup sentidakuni orang mngtidaknggu hak orang apa sebetulnyaa alas latar belakang sentidakuni mngoboke oboke bontidakar private orang itu pernah jawab mnghina mngtidaknggu privasi orang mnghasut masyarakat ini hrs dbontidakar adil proses hukum buang pulau jauh jantidaka panjang\n",
            "kalau sih roy suryo zonkkkk\n",
            "roy panik\n",
            "tingtidakalau nujukin doang susah amat\n",
            "nengoke si panci kayak nyaebelin banget\n",
            "ternak mulyono apa benar junjuntidakn kalian akamumni ugm kadang titelnyaa dar ditidaknti insinyaur\n",
            "kakakamu mulyono akamumni ugm ngomong inggrisnyaa toke de toke\n",
            "rintidakn gigi isi pale kamu peang otakamuu senget pantas punyaa anak otaknyaa brantakan\n",
            "peromengapa jauh hormat mulia meski tiap hari beli  lebih faranyaa orang pecadu kebohontidakn mendatantidakan virus kotor generasi datang\n",
            "sidang apa ini \n",
            "alah  mantan ketua kpk becus\n",
            "gerombol rusuh netidakarenaa semotidak karmanyaa rusuh selalu bikin kisruh tak guna netidakarenaa\n",
            "samad sama bukan karenaitis kamuntarkan hina fitnah keji kkamu beda silah\n",
            "kepentintidakn apa sebenarnyaa pak r s hingtidak ngotot sekali soal ijazah palsu\n",
            "ijazah asli cuma ijazahnyaa roy suryo toke lainnyaa palsu \n",
            "udah ijazah nyaa beda dentidakn pak roy analisa\n",
            "youtubemenonfilm\n",
            "semotidak sehat selaka roy suryo tetap \n",
            "ro kalauian ambil medsos\n",
            "mantap roy benar bela mana\n",
            "kalao roi sorya terbokeatai  roi soryo kamu hukom mati \n",
            "kekamumpoke kalian suka menjederal fitnah kataitis ahli hukum mbodoni\n",
            "seal oke\n",
            "siap siap roy suryo jadi sampah politik\n",
            "soap2 roy suryo cs msk penjara karna pintu penjara buka lbr\n",
            "ribut ijazah ssaja tidakk mikir netidakarenaa biar maju kurang kerja kali\n",
            "sbnarnyaa penting penting plh diabaikn kesah uu aset korupsi\n",
            "ambor radul ember bodol cuma indonesia palsu ijaza\n",
            "dah bayar mahal biar pintar jadi bodoh\n",
            "cakap orang kurang ingtidakataat tipu rakyat ssaja\n",
            "semotidak dipentidakdilan hakim pihak pihak\n",
            "tunggu nyaa roy suryo ntar kamu pake baju orens\n",
            "geebang lenjara msh koar2 kau rs\n",
            "kalau ber belit belit arti beres  orang beres lho punyaak dong\n",
            "kasih unjuk ijazah mu\n",
            "kurang kerjanan cuma lawa bukan masalah serius banyaak lebih pentlng rakyat indonesia\n",
            "moslim sama israel tidakkebayang kkamu si israel pihak benar pastinada bicaranyaa spt petirmenyaambar untung si israel pihak salah makanyaaomongnyaa batas\n",
            "youtube\n",
            "youtube\n",
            "roe soryo kena pasal berita bohong cipta gumeran\n",
            "kalau ssaja salah ya urusannyaa jugan banyaak omong\n",
            "dg proses hukum buka bhw roy suryo cundang\n",
            "misalnyaa mau ikut cakamun kpu minta ijaza aslinyaa boleh ini mas roy mentidakataakan ijaza palsu jadi apo dia jantidak tres bos bikin rakyat bingung\n",
            "roy suryo lebih cocoke jadi lawak\n",
            "hanyaa orang gila tuduh bapak jokeowidodo milik ijasah palsu itu fitnah itu dantidakata keji helkamu apkh pihak mengtakan ijasah palsu tsb punyaa otak mampus msk jeruji besi\n",
            "hukum positif siapa dalil membukataikan\n",
            "jkw tipu bohong banyaak sekali kebohontidakn buat\n",
            "mentidakpa grombolan roy2 sih laden pda ikut arus sedeng  pnjrakan maaf okee hukum jalan \n",
            "ud stress roy suryo centidakarena cinger\n",
            "tidakk punyaa kerja si panci ini\n",
            "roy suryo semotidak masuk bui lagi tidakk mau masuk penjara muka\n",
            "sy orang buta ttg politik roy suryo seakan2 rusak mental anak2 muda karna tidakk pakai perintah lagi cari2 alas dg narasi tinggi konsenkuen kkamu salah patuh hukum \n",
            "pentidakcara me ghormati analisis ilmiah otaknuya hanyaa dererminasi sempit\n",
            "terus roy panci tuntut sampe biji mata kekamuar\n",
            "omon\n",
            "jasa bayar jaksa kasih\n",
            "munafik\n",
            "roy panci ekamu ambil asli apa palsu \n",
            "panci mana panci\n",
            "panci mana panci\n",
            "panci mana panci\n",
            "senyaumnyaa si roy suryo sungguh senyaum alamiah otentik\n",
            "senyaum roy suryo penuh dentidakn percaya diri sebenarnyaa si roy tuh kerja utamanyaa apa siihhh\n",
            "lah kamul suryo pitnah teh nemen pis samah\n",
            "barang kali amin rais dalangya\n",
            "kompas tribunnews rata2 komenyaa buzzer beda sama inews\n",
            "roy suryo ntidakku sakit hati rasa pinter tidakk direkarenaut jadi jabat ternyaata riy suryo bukan ahli telematika kuliahnyaa sehat \n",
            "didik ahlak p amin r eggy sujana roy suryo panci tifa rizal fadilah  risamaon ilmu penting ahlak tempat atasnyaa ilmu fitna lebih kejam bunuh\n",
            "semotidak semua terbukatai mana benar mana palsu selesai citra\n",
            "beliau orang sabar mtidakin diamnyaa beliau duka karenan beliau py jabat penuh pertimbantidakn  apa orang no 1 netidakarenaanyaa pidana rakyatnyaa sendiri beliau berfikir beliau pensiun hidup tenang menikamuati hari tuanyaa jabat beliau selesai orv sirik orang benci mentidakcak acak ketenantidakn beliau  jadi jantidakn salah orang diam slkamu mau mentidakalauah  jantidakn usik macan tidur jantidakn usik orang diam skarenag orang diam bangun ini saatnyaa beliau tunjuk siapa beliau sesungguhnyaa beri efek jera kpda orang duka slkamu menjatuhkannyaa\n",
            "fitnah d buwat tonton kasihan ni manusia sakit hati\n",
            "\n",
            "netidakarenaa buat mobil listrik sudah menerbantidakan satelit sendiri sini ribut masalah ijazah gimana mau maju netidakarenaa\n",
            "roy suryo keplek hatinyaa dentidaki hak p jkw aju ranah hukum mau msh jabat atau selesai jabat\n",
            " roy panci masuk penjara lg\n",
            "senyauman panik wkkwkwkwk padahal sentidakja jebak dentidakn permainannyaa sendiri\n",
            "masa iya sarjana kamukamusan ugm toke de toke ikan betoke makan kotoke\n",
            "kurang kerja memang\n",
            "roye panci plinplan bulet muter muter kayak benang kusut narasinyaa masuk akal panci usak bangsa\n",
            "justru si roy panci perkamuh periksa ijzahnyaa\n",
            "mas roy suryo kejarrrrr benara adil dinetidakarenaa\n",
            "allah maha tau tokeamung allah tuju benar sejatinyaa biar terang benderang\n",
            "bukan karenaitik\n",
            "mintidakem dong pepsodenlagi mahal\n",
            "tunjuk ssaja ijasa aslinyaa\n",
            "pk jonowi lawan pabrik uang atur tu\n",
            "sumpah pocong ssaja biar cepet selesai\n",
            "indonesia butuh mulyadi bukan mulyono\n",
            "ko ngomongnyaa kaya perempuan mancal mencel\n",
            "suara karenaitik bedah dentidakn fitnah abraham somad ngomong apa\n",
            "live sttreming masuk buinyaa \n",
            "numpang tanyaa benar nih jika orang selaka senyaum ketawa terus terus gejala apa  mohon bantu jawab yaaa \n",
            "roy senyaum senyaum ssaja tunggu wakatau nyaa masuk bui\n",
            "seharusnyaa pihak rsj lah tanggung jawab pasien odgjnyaa lepas liar sehingtidak buat ribut ketidakduhan ditentidakh-tentidakh masyarakat sedang sulit ekonominyaa\n",
            "roy suryo asli keahliannyaa dibukataikan\n",
            "roy suryo cs siap siap tempat rumah baru dalam penjara modar sia roy maboke sia kado baik penjara buat kau roy suryo cs\n",
            "kasihan ugm bakal hancur\n",
            "si yaqub duit bebegitu \n",
            "simpel itu  tunjuk terus selesai \n",
            "bayantidakan ssaja teman kamu bebegitu kesal\n",
            "gejala gila\n",
            "gejala odgj si roy panci cs\n",
            "gejala nutupin panik dong\n",
            "takut tutup takut sombng ira benar\n",
            " steffanusrumemangamus6237 jawab santidakata tepat sekali \n",
            "tidakk dari duka d tunjuk ijaxah nyaa kan uda selesai kalau asli tidak\n",
            "minta pak jkw tunjuk ijazah asli santidakata bodoh hukum indonesia muntidakin sekamuruh dunia tuduh palsu membukataikan tunjuk palsunyaa bukan tuduh bodoh pelihara\n",
            "kalau asa hati atidakk berat ahli telematika itu piling samag kasus betul betul desa cepat terjawap dmn msrkata pasti semua ini\n",
            "tanyaakan sama roi surio kenapa percaya kampus ugm\n",
            "tu orang apa kapasitarnyaa letidakalau stending ngeyel minta tunjuk ijazah alsi makanyaa pantas lah pak jokeo w ngtidakk mau nunjukan ijzahnyaa kalau trus ngeyel masalah mentidakataakan ijazahnyaa palsu maka harus menyaerahkan pihak hukum tu roy suryo ntidakngtidakp dirinyaa orang paling pinter teknokeamugi tapi lihat ssaja nanti lawong ugm udah cengintidaks cengingis maka nadanyaa sperti wakatau tentidakh pendukungnyaa ya ngtidakk papa kalau roy surya soke ngomong soke akademis du biar kalauir akhir deruji saja\n",
            "samag soal ijazah cepat selesai samag msrkata pasti dmn kbnaran sbnarnyaa\n",
            "jantidakn sekali kali nguliahin anak ugm percumah habosin wakatau saja kkamu mau ijazah tingtidakalau beli ugm usah kuliah\n",
            "jokeowidodo langsung temu roy suryo da n sianpar kawan2 bawah ijazah asli depan publik depan media\n",
            "teknokeamugi jutidak palsu asli kira2 ya\n",
            "jongosnyaa jokeowidodo hati2 allah tahu hatinurani kalian paling dulum jujur bohong allah mahakasih mahaadil\n",
            "arti riy suryo siap hukum\n",
            "dukamunyaa lama 17 tahun sebatidaki tenatidak administrasi suatu sekolah tap kamukamusan akamumni awal hingtidak sekarang sekolah punyaa fotokeopi ijazah tanpa letidakalauisir antidakatan kamukamusan atur serap muntidakin ijazahnyaa susun rurut sesuai nomor induk siswa nis susun per-antidakatan tahunnyaa biasanyaa tiap berkas ijazah per-antidakatan daftar rekapitulasi nama siswa serta data dukung laiinyaa masuk nomor ijazahnyaa data ijazah santidakata penting ibarat sebatidaki kotak hitamnyaa sekolah dan siswa mau letidakalauisir ijazah wajib tunjuk lampir ijazah asli jutidak pungut biaya peser\n",
            "tuduh suruh membukataikan host kocak wkwwkk\n",
            "hati hati roy suryo kamu bakal kalah ujung ujung nyaa jeruji lapas\n",
            "roy suryo lihat keliru\n",
            "propokeator wajib lapor\n",
            "dentidakarenakan simak dg jelas jugan langsung komentar\n",
            "roy panci katidakk pinter cuma nekat\n",
            "roy gekamu\n",
            "kado tidakk kamucu mas roy hanyaa mas roy muntidakin mau terima muntidakin tidakk mau kasih kado bui\n",
            "awkamuh buang2 energi sjsudah jls jebak batman bhw sebenarnyaa ugm \n",
            "mosoke level ugm bohong mengekamuarkan ijazah palsu roy suryo memang sakit\n",
            "panci panci ahli ngibul\n",
            "paksa tawa roi panci tunggu wakataunyaa nginap hotel predio\n",
            "sah tentu asli palsu ahli kalau hakim indonesia tentu uangnyaa\n",
            "roy roy \n",
            "\n",
            "sepertinyaa kkamu benar tuduh roy suryo cabut ijazah ugm\n",
            "mantap bang yakup baru pentidakcara roy suryo kena tu\n",
            "apa bakatainyaa roy suryo bikin tidakduh netidakarenaa\n",
            "melangtidakarena hukum suara karenaitis dentidakn cara fitnah caci maki cemar nama baik tuduh memprovokeasi dulul\n",
            "muka kamu tu jilat roy munafik liat bibir nyaa\n",
            " \n",
            "orang gila percaya sama lembatidak netidakarenaa\n",
            "kalau toke  pembuntidakaman karenaiminilisasi begitu mengapa\n",
            "ijasanyaa kancing bajunyaa ya\n",
            "intinyaa hujat fitnah kandang biar bikin tidakduh\n",
            "roy suryo leceh ugm kpu\n",
            "semantidakata pak roy\n",
            "semantidakata penetidakk adil\n",
            "yacub ngumpul2 bayar  kamu bayar brp jadi lawyer nyaa si jkw  jantidakn belsajar munafik kamu cari duit dg bela bayar\n",
            "tunjuk pentidakdilan biar semua rakyat tau transparan\n",
            "hukum bangsa iindonesia masuk dulum nkarenai hartidak kayu mati uuurrraaa\n",
            "anak baru semantidakata byr tinggi\n",
            "sinetron tidakhabis habis episod\n",
            "hauskekuasaan cawe cawe\n",
            "asli palsu 1 orang bikin hebos dunia\n",
            "duh gusti anak pir aun\n",
            "jantidakn salah medsos medsos rakyat kecil tak kutik medsos wongcilik butuh\n",
            "memangnyaa skipsi simpan bebegitu banyaak di sekolah tidakur lali semua coba pikirknlah membagun negri ini jantidakn cari cari salah pimpin kalau masyarakat kayawan bapak prabowo hapus uu tenatidak ketja omni buskamu biar rakyat sejahtra belalah kerja kerja lebih banyaak pengisaha kalau rakyatnyaa sejahtra bansos kurang psajak karyawan menintidakat sama untuntidakan\n",
            "ahh mpret nih si r\n",
            "roy suryo curi panci korban sakit hati \n",
            "cara cari uang kamuar biasa tidakji medsos buat bayar hutang netidakarenaa \n",
            "sudah roisuryo ngomongnyaa asal bunyai hanyaa biar lihat orang pintar\n",
            "pentidakcara mulyono udah bayar berapa hati2 prihal ljazah sakarenaal jabtidakn pernah main2 ljazah dantidakn pernah bersekontidakol kebohkntidakn santidakata fatal akibatnyaa pentidakdilan akhirat\n",
            "roy suryo pinter ntidakarenaang jutidak duka kasus jesica wongso jadi ahli fakar ternyaata bukataikan jesica taruh racun\n",
            "yakin ijazah nyaa palsu kalau asli bakal seribet\n",
            "bupati sawar arisandi duka njabat 1 periode th maju lg menang lantik karenan punyaa ijazah\n",
            "rs ibarat bt\n",
            "kan santidakata mudah wong banyaak duit ku semua dibbeli kapan ssaja\n",
            "psuryo  tifa dn sianipar kn dimnta mmbukataikn y msti brsaha mlakukn\n",
            "nyaebut fakultas keliru ya\n",
            "roy suryo rsaja ngeyel nikamuati ssaja hotel prodeo toke pakamu\n",
            "walkot pkai dar president pkai ir kalauiru ya\n",
            "tggung jwb akhirat lbih berat\n",
            "pentidakdilan buka biar rakyat lihat langsung biar tahu siapa zalim zalim semotidak dapat tidaknjaran kuasa langit bumi hukum aj mleyat mleyot kamucu\n",
            "lha kkamu asli mboke duka tunjuk biar tk tidakduh bukatai umum sipenmaru f hutan mmg tk nama beliau terus teliti scr teknokeamugi kan mmg trbukatai yang bcr pr ahli lho\n",
            "tingtidakalau ditunjukin ijazahnyaa apa susahnyaa sih  heran saya takut banget\n",
            "eman kuota buat nonton acara ini\n",
            "menimati senang rakyat bohong\n",
            "benci ko sampe sebegitunyaa sama sama anak bangsa bukannyaa saling jabat tantidakn maju bangsa apa keuntuntidakn dapat mrk cipta ketidakduhan\n",
            "roy lg cari kambing hitam sebanyaak2 nyaa \n",
            "skarenag tunjukin asli bukan photokeopi apa tidakk jugan byk alas hilang hanyaut trbakar ntar bilang mati psajak haaaa gila makan sumpah sendiri tidakk tau arah balik kaji astagfirullah ngucap  \n",
            "hahahahahaha roy suryoo royy ada2 saja\n",
            "hanyaa tukang gigi tidak dirinyaa ahli gigi\n",
            "tunggu hari keberuntuntidakn mu roy\n",
            "dasar orang2 sakit hati otaknyaa tidakk putar balik kekeh katena tutup racun benci\n",
            "santidakata yakin benar mas suryo saatnyaa bontidakar kebohontidakn\n",
            "kamuyer salah hrs menang pundi pundi uang\n",
            "berat belah preet\n",
            "orang kakakamu benci mau benar tetap salah mata hukum alam emang benci hukum biar sadar\n",
            "asal pentidakdilan adil  buka insaallah\n",
            "orang indonesia sayah orangnyaa neng korek ngorek penting bukannyaa gana caranyaa bawa netidakarenaa jadi netidakarenaa maju indonesia netidakarenaa kaya raya apa netidakarenaa rakyatnyaa banyaak miskin seharusnyaa pikir pimpin orang orang datas maaf kalau salah rakyat kecil pengin netidakarenaa jadi netidakarenaa maju rakyatnyaa sejahtera\n",
            "mulyono lapor 5 orang hanyaa tutup kebohontidaknyaa lama\n",
            "roy suryo orang maling banyaak bicara\n",
            "roi gila karna butuh perintah sekarang\n",
            "indonesia rusak tidakarenaa tidakarenaa mulyono jadi final o c c r p\n",
            "alas yakup hanyaa buat buat penting hasil forensik  pentidakdilan buka pihak salama jadi\n",
            "lihat kebohontidakn mul lama ini aku percaya ijazah mul palsu\n",
            "rs guobkamuk\n",
            "ternyaata banyaak buzzer komentar nasi buntidakus nasi buntidakus\n",
            "uteke roy suryo isune paku sama kulit duren cantidakeme kakakak buto isine benci terus  mentidakpa baru sekarang cabtidakemu manfap bikin maka orang jogja\n",
            "topiknyaa cuman bikin tidakduh apaa pernah d laku roy suryo buat netidakarenaa\n",
            " hanyaa orang orang tres ssaja meribuntukan izasah orang nyaa jadi rakyat biyasa untidakit untidakit trus kurang kerja sampean \n",
            "roy suryo kamu tak tau maka otak dantidakal beri contoh buruk generasi muda\n",
            "tatap kdepan lebih baik suruh tobat semua\n",
            "entah siapa slah\n",
            "pendukungnyaa kan pdi pdi orang hebat semua isinyaa mengapa salah pilih\n",
            "panci katanyaa ahli aiti aiti aoa nujum jamu cu\n",
            "siap lah kamu roy suryo nginap hotel gratis\n",
            "bkamu on  bkamuonn \n",
            "bkamu on  bkamuonn \n",
            "bkamu on  bkamuonn \n",
            "liat raut muka mas roy wsajahnyaa kaya ragu penuh was2 knp ya snyaumnyaa kaya paksa jadi senyaum wsajahnyaa tidakk sintidakarenaon\n",
            "gestur leceh remeh bagi kesombontidakn nilai receh remeh cengengesan  printidakspringis bosan cari duwit lewat youtube pret\n",
            "apa susahnyaa nunjukin izasah pa\n",
            "semotidak pak suryo hukum se umur hidup\n",
            "percaya dentidakn hukum sekarang\n",
            "sbagian besar rakyat byk tahu arah kamun yo\n",
            "orang benci santidakata sukar terima benar\n",
            "ttehnokeamugi bawa penjara yo roy pembosudahohan publik\n",
            "kamuar biasa sekali mas yakub\n",
            "sebaiknyaa pihak ugm lapor roy suryo pentidakdilan\n",
            "kurungin roi panci\n",
            "lihat tidakya tertawa pak roy suryo kaya atidakk tidakarenaing kaya kemarin kemarin\n",
            "roy suryo jutidak sering menyaerang kir ugm sayang pihak ugm biar bantaj ha percaya sama suryo cs nih kamuhat duka sering jutidak serang kpu hadir kan mati kutu kiha rs nih kalau hadir kan salah kan jutidak sperti benar suryo cs\n",
            "tidakk jujur tuh lawyernyaa\n",
            "pernyaataan dusta roy suryo pull akademik jelas banget politik mu kental roy tidakya bicara mu sajah sering nada ngeledek pancing ketidakduhan\n",
            "kakakamu asli tunjuk asli bisa edid jadi palsu\n",
            "grup odong msh ketawa sabar bentar mewek 15 thn kamuh bisa modar penjara dong\n",
            "mantan tri guobkamuk kamuooo katidakk paham balik semua terlakamu dini kalau lho ijazah asli katidakk brooo begitu jadi menteri hadahhhh kayak anak tk kamuoo\n",
            "lagi orng bodoh selaka usil masalah ijasah orng apa untungnyaa bikin tidakduh bapak rasio\n",
            "nyaanyai lagu indonesia raya ssaja ngtidakk hafal soke paling benar kau suryo\n",
            "roy suryo orangmya santidakata busuk hati\n",
            "jokeo mau manggung bos ntidakpain terus biar ssaja si tenggelam bos\n",
            "orang hina rendah caci maki hasut memprofokeasi hujat dg bangtidaknyaa nanti petik apa buat\n",
            "kamu semua akun buzzer si mulyono komen hahaha mulyono kamu sembah2\n",
            "bang roy ntidakk jadi polisi kaya penyaidik kamuo s1 s2 begeoke\n",
            "lapor ijasah palsu ntidakk tidur tenang siap siap tidur hotel prodeo\n",
            "roy kamuo begoke ahli iti begoke kapan nenoke kamuo bui\n",
            "ketawanyaa yakub candu bangtt\n",
            "artikel kait httapis nasional kompas com read 2022 10 23 06000071 teman-kuliah-jokeowi-heran-mentidakpa-banyaak-orang-termakan-isu-ijazah-palsu media sosial kompas com facebooke httapis www facebooke com kompascom instagram httapis www instagram com kompascom twitter httapis twitter com kompascom line httapis line me ti p kompas com tikataoke httapis tikataoke com kompascom\n",
            "sidang sokeamu menyaatakan jokeowidodo hnyaa samapai sama 4 sama 5 tidakk bro pa betol ya\n",
            "orang bayar\n",
            "foto ijazah seantidakatan tampil publik dibandintidakan simple saja mampu berani\n",
            "kamu d bayar brp mak\n",
            "konoha emang banyaak dokeataor botol \n",
            "kalau baru kamukamus sekarang beda sekali duka uang kasih orang tua sekarang hasil diri kon hatinyaa gudigen pkamus kurapen duka bayi sekarang dah nenek kalau cuma foto komenyaa beda jelas beda duka muda sekarang kan dah tuek\n",
            "mana lebih percaya ntidakku teman bayar kali lebih percaya tunjukin ssaja selesai\n",
            "bentuk fisik  dagu kupingnyaa beda  jadi ijazahnyaa palsu \n",
            "rakyat percaya 1 we woke de toke not onli detoke ini ugm mana\n",
            "tidakk percaya bohong ibu bicara bayar berapa bu\n",
            "dasarnyaa tidakk percaya bilang lain jiwa\n",
            "ngtidakk usah diomongin\n",
            "coba bikin reuni antidakatan jkw undang semua akamumninyaa  jkw dateng \n",
            "tunggu anies tidakataot jadi presiden baru buka semuanyaa \n",
            "rs rs rs\n",
            "ininpentingnyaa guys momen dokeumentasi takutx 30 tahun dpn tidakk pwrcya kakakamu sekolah\n",
            "emg si sukarenao ken ntidakjak 2 temannyaa ngerasain hidup sel kyk duka \n",
            "muter-muter sebaiknyaa jatidak marwah almamater ugm jantidakn rusak \n",
            "hati hati roy suryo dkk bazzer 1 orang punyaa ratus akun palsu\n",
            "ijazahnyaa mana ngtidakk ditunjukin kasih lihat bukatai dong biar rakyat tau bukan cuma saksi kosong belaka\n",
            "nsrdnslthn2931 pake otak tidakk pake kertas\n",
            " nsrdnslthn2931 hahaha kekamumpoke egy durjana muncul jutidak\n",
            "kompas tv bodong\n",
            "kompascom tempo media hitam antek asing\n",
            "uda tua jujur bu kalau tingtidakalau tunjuk repot kali sih\n",
            "ramlanvivo-l7d benci skarat tunggu ijasah palsu nanti jutidak pd kekamunjotan sabar duka sabar duka biar egy durjana rafly piraun panci bocor amin rakus stres duka\n",
            "hanimulyono2595 lah si penipunyaa nunjukkin kopi kertas skarenang data data kertasnyaa mana n kertas aslinyaa mana otakkau lah jugan karat tipu tahan lama karenan akal manusia terkodariat hanyaa mampu menjatidak baik baik ssaja\n",
            "liput kompas malah bikin keruh tulis nama narsum hrs lentidakap adariiana ada background siapa adariiana basic banget mengapa kamukamus editor tidakk mutu kayak media abal2\n",
            "bukan cuma testimoni aj bu validasi asli tidaknyaa ayo tunjuk\n",
            "bazzer 1 orang punyaa ratus akun palsu\n",
            "kakakamu makam palsu gmn\n",
            "duka banyaak bohongnyaa jadi orang ngtidakk percaya\n",
            "kalau saya menyaantidakal kuliah ugm percaya fisik dokeumen ijazah pakai daftar cawalkot cagub capres ijazah terbit ugm tahun 1985\n",
            "percaya keasliannyaa bandintidakan dg seantidakatan jurus satu sekolah ada beda nyaa mentidakpa beda koq tidakk umum koran terima tahun 80 lewat jakamur mana masuk gorong2 \n",
            "tingtidakalau nunjukin ijazah aslinyaa ruwet ruwet\n",
            "kaum sakit hati sibuk koreksi blakang sampe akar akarenanyaa yanh malah penting\n",
            "beliau sedang do fitnah dsajal tau kan dsajal ahli pitnah\n",
            "bukatai asli buk jugan bicara penting fakataa\n",
            "suara bu ibu sanksi hidup\n",
            "pak kasamaujo dosen bimbing tau banyaak\n",
            "roy suryona dkk ketar tir masuk buiii kwkwkw\n",
            "tunjuk ijazahnyaa simple biar maka nyaebar fitnah kalau benar takut bikin tidakduh bukataikan tunjuk simple kalau tunjuk malah publik bilang palsu diangtidakp takut tahu bohong nyaa\n",
            "bukatai ucap bu yang menyaangsikan banyaak lho bu juta orang\n",
            "lspor bin ssaja jugan2 agen asing\n",
            "2025 foto ijazah pake kaca mata\n",
            "kamukamusan samaa jogja sokeamu\n",
            "tetep kalian nyaari beras sendarii malah ngurus orang\n",
            "mana bukataikan biar rakyat tahu\n",
            "sudah rekam jejak kebohontidaknnyaa banyaak orang sekali bohong tidakk percaya udah jadi hobi masih mau percaya terus kamu percaya jutidak hukum indo  becanda kamu bro\n",
            "ssaja \n",
            "masarakat porkamu poto pamer porkamu 8jasa asli tunjuk \n",
            "buruh terus ijazah palsu\n",
            "pembukataian ijasah palsu tidakamupang sekali cek ijazah satu antidakatan wisuda kalau beda sendiri palsu kalau sama semua kata benci arti satu antidakatan palsu semua \n",
            "kakakamu benci sama orang mau orang makan nyaa benar caranyaa benar tetap salah benci menyaelimuti hati\n",
            "\n",
            "bohong mana kaum munafik kata jujur \n",
            "trus koran terima mahasiswa baru 1980 81 tak nama dia woy\n",
            "baru lahir kemarin mau gutidakata senior koplak nih junior ugm\n",
            "tokeamung buuuu jadi saksi jlasin ke si suryo\n",
            "kamukamusan ugm english speaking-nyaa njl mbr t\n",
            "tidakk usah kakak han omong ksatria barrac obama tunjuk ijazah asli depan kamera depan publik\n",
            "okenum atidakarena indonesia jadi tidakduh\n",
            "tingtidakalau nunjukin ijazah aslinyaa begitu repot\n",
            "sekarang kamu digutidakata mau ngelak\n",
            "biasanyaa orang rasa memang benar sering tidakk sibuk ngurus bebegitu\n",
            "jls clear semya nyaa asli ragu lg salah resiko msk bui brs tuntas lah mantap2 sip gd2good\n",
            "bagi sepak terjang sirissoros hacurkan perkembantidakn netidakarenaa\n",
            "kakakamupun ijazah palsu  kamugikanyaa dkamu ngusung jkw kan metidakwati pdip hrusnyaa brtnggung jwb pdip\n",
            "lah sebab negeri mirip vrindafan maju2 wkakakakakaka\n",
            "benar kamu pembukataian ijazah asli bukan narasi\n",
            "makanyaa sekarang proses pentidakdilan tong\n",
            "rudipasaribu1487 dari duka tidakk pernah ijazah asli ijazah bodong\n",
            "al-asrvipwater3380 ayo sama2 monitoring proses pentidakdilannyaa bebegitu ssaja ya\n",
            "kamu sendiri jatah apa sikodoke komisaris apa direkataur\n",
            "simple jadi rumit ngomong biasa bohong makin yakin orang orang munafik\n",
            "mentidakpa kkamu orang baik negeri ini selaka banya k benci\n",
            "tag dewa panci\n",
            "penjara semua bikin onar ijazah palsu\n",
            "tokeamung ibu tunjuk ijasah aslinyaa biar publik semuanyaa tau apa si ijasah aslinyaa ugm era tahun 1985\n",
            "dasarnyaa cantidakem turah nyaa roy panci dkk\n",
            "kamukamus hontidakong\n",
            "tidakk usah narasi terus tunjuk ijazah nyaa pentidakdilan biar cepat selesai\n",
            "ibu kasih uang berapa buk\n",
            "namanyaa pasu dsajal bu ya selaka tebar fitnah\n",
            "tuju buk kalau lembatidak wenang ugm mentidakataakan rinci sebetulnyaa terang benderang masih kurang percaya tandanyaa kamu belsajar mawasdiri introfeksi diri atidakarena bangsa makin mengapaoh nilai nilai persatuannyaa \n",
            "saksi nyaa bukatai foto wisuda kamu mau bntah bgm hoaks biayayi america karenan kebnyaakn indo lebih kerja sama china\n",
            "intidakata i apa suka fitnah masuk raba fitnah lebih kejam bunuh kalian ikut fitnah hati hati ikut masuk neraka\n",
            "dibukataikan  sdari  roy  tifa risamaon sontidamengapa haji   masuk kamuck up  dicokeot nyaamuk nang\n",
            "hehe hehehe  tau paksa\n",
            "semua jabat publik wajib hukumnyaa jujur apa adanyaa tunjuk punyaa asli selesai masalah\n",
            "banyaak saja kakakamu roy fufufafa suryo lihat tidur\n",
            "ndak usah heran mba dasarnyaa benci diterantidakan sama siapa ssaja tetep benci\n",
            "main partai sakit hati  karna rusak tutup aibnyaa dentidakn pentidakalauihan isu intidakata sekjen nyaa baru dakwa salah bkamum pemimpinnyaa jutidak  apa pintar goreng isu  trus kumpul sama pembenci2 2014 sd sekarang\n",
            "foto nyaa beda bu ge mana ceritanyaa\n",
            "jujur ngtidak ngerti dentidakn pola pikir nyaa ijazah sekarang pertanyaakan dukamu2 woy\n",
            "hayy pmbuat konten nyauruh ibu tunjukin ijazah asli ugm y gc\n",
            "ibu kamu periksa hadir sebatidaki saksi \n",
            "kalau bilang palsu jaman duka tidak internet pada percaya sekarang jaman now sudah laku lagi dari fihak sekolah kampus menerantidakan kamukamusan asal beliau sekolah benar\n",
            "ijasah asli\n",
            "coba simak dentidakn baik digital forensik ijazah katanyaa asli bekamum pernah muncul skarenaipsi banyaak kejangtidakalauan kalau skarenaipsi jangtidakalau ijazah didutidak jangtidakalau lah sayah justru ragu\n",
            "usah bela bohong lah ibu bapak jadi bawa bohong kamuh dosa\n",
            "jentidakel dobol makamuak bayar piro kowe\n",
            "adariiana hukum santidakata berat bila semua palsu terbukatai insyaallah tingtidakalau tunggu wakatau ssaja\n",
            "buat pernyaataan palsu siap2 panggil\n",
            "bayantidakan ugm bontidakar berkas tahun 1980 1985 konyaol sekali kubu roy suryo cari panggung eh malah kena batu nyaa\n",
            "mohon makkamum ibu orang indo tidakamupang terprovokeasi contohnyaa jutidak\n",
            "tidakarenaa2 perintah ibu\n",
            "percaya orang orang bodoh hati mya penuh benci\n",
            "dibukataikan ssaja pentidakdilan pribadi aku ragu coba kalian lihat photo nyaa bentuk telintidak hidung bibir beda banget\n",
            "cb liat ijasah temen mukiidi itu asli palsu\n",
            "ibu tua takut bohong memang paham masalah sama sekali sekolah apa to bu \n",
            "kasus korupsi triliun dibontidakar dariipda ngurusin ijazah doang ad bohirnyaa pentidakalauihan isu\n",
            "konten 2 tahun lakamu banyaak bukatai cuma asumsi saksi hanyaa suruh ssaja\n",
            "kakakamu ikut sebar fitnah jutidak dosa \n",
            "gmn tidakk sayah ijasahnya jelas\n",
            "\n",
            "lah 2 tahun lakamu sekarang msih goreng terus nih isunyaa bu \n",
            "bukataikan porensik\n",
            "sg mara onar negoro geger yo bakul panci sakit atine samap taek e\n",
            "terus apa tujuannyaa tetap i popular\n",
            "byr brp bu\n",
            "kalau hanyaa pentidakkuan tiada bukatai apa orang gila jutidak sering tidak dirinyaa gila\n",
            "hati2dah tua sajal datang\n",
            "ibu ini tidakk ini udah siram pukamus ini\n",
            "muntidakin asli bun namanyaa orang beli barang mintanyaa asli kan\n",
            "namanyaa jutidak benci biasa ken tenaar\n",
            "situnyaa uda dpet cuan bkamum makannyaa bilang bgono\n",
            "gerombol bohong tipu\n",
            "maaf netidakataiv thintidaking bibit penyaakit\n",
            "hee hee kompas sepertinyaa kurang imbang menyaampaikan berita kalau pilpres punyaa litbang survey urus ijasah palsu pakai kaji ilmiah litbang hanyaa dasar asumsi \n",
            "oke\n",
            "cuma omon omon yakin bukatai\n",
            "korupsi yng ribu t tidakk tidakduhin  mslah tidakduh ijazah palsu\n",
            "heran sama percaya roy suyo dkk fitnah orang dasar bukatai hnya mentang dy pakar pakar ahli ahli itu licik nyaa putar balik fakataa tidakk takut blsn tuhan dy allah beri blsn tidakk langsung pak lyt nnti kalau tb wkatau nyaa bukan kerja sesuai bdg nyaa benar malah bikin masalah sndarii inget pak bapak lg tanam laku bapak nnti nyaa boke sndarii tuai hasil nyaa\n",
            " cundang dendang \n",
            "fitnah diam hina diam tapi suruh tunjukin ijasah saya lawan \n",
            "yah si tukang pamer pamer masuk gorong gorong pamer makan cendol pamer ngobrol sama orang miskin pomengapanyaa kentut jutidak kakakamu dipamerin bakal pamer eh katak suruh pamer ijasah kelas universitas gengsi marah eh sajaibnyaa tetep bain ternaknyaa sekarang paham saya kenapa konoha masuk daftar netidakarenaa geblek dunia\n",
            "fotonyaa beda nek\n",
            "ibu jurus apa teknokeamugi kayu kah\n",
            "wiwoke detoke \n",
            "mantidakin banyaak jilat jadi tipu\n",
            "percaya kabar ijasah palsu orang orang dukung abah koruptor\n",
            "apa salahnyaa tunjuk ssaja publik ijazah beres\n",
            "adariiana buzzer rp\n",
            "kamukamus lewat sepenmaru apa lewat jakamur apa\n",
            "ibu pernah lihat ijasah temanyaa\n",
            "lihat saja ijazah asli takut\n",
            "teknokeamugi kayu mbk\n",
            "semotidak masuk penjara usil biar ijazah dg gelar napi aamiin\n",
            "skarenaipsinyaa tanda tantidakni dosen uji kamukamus sayah saja\n",
            "temen kualiah saksi paling benar lha msh percaya trus kalian maunyaa apa mentidakcaukan situasi dasar kacau tau mana sebut saksi memakamukan\n",
            "masalah nyaa sepele tidakamupang murah tunjuk ijazah asli dikonfrensi prrs dipoto yang sangsi uji lab karbon forensik digital cpt murah ksatria ini lebar mana2 tebar kecuritidakan mana2\n",
            "berapa m bayar orang\n",
            "bego siapa\n",
            "lapor polisi salah engtidakk lapor makin jadi jadi jadi piyo \n",
            "dibukataikan ijazah asli tunjuk\n",
            "vidio lama msh ssaja putar basi \n",
            "jadi saksi ntar bu e\n",
            "penjara umur hidup hembus isu ijazah palsu\n",
            "hbisa kaya raya buk wkwkwkwk\n",
            "tunjuk masyarakat mau lihat bukan katanyaa\n",
            "sebetulnyaa bikin ngtidakk percaya ya sebatidaki akamumni ugm harusnyaa bangtidak tunjuk ijazah aslinyaa tapi kan kes engtidakn tutup\n",
            "teman apa teman uangnyaa\n",
            "dari risamaon bilang 1000 triliun persen palsu\n",
            "intidakata dosa buk bohong dosa\n",
            "kekamumpoke roy udah warasss\n",
            "ijazah ibu ntidak ya\n",
            "buser lg buser lg pusing ngeliat si tukang bohong\n",
            "orang bayar\n",
            "kompas sang bela mukidi\n",
            "bu udah lihat bkamum ijazah sekarang bisa jutidak isu ijazah hilang trus bikin ijazah baru bisa jadi kan biar pentidakdilan tentu tapi sya yakin teruntidakap justru rakyat ttapi kalah \n",
            "siapa lapor izsajah palsu tidakk untung yang cuma rugi\n",
            "bayar berapa bu \n",
            "dibukataikan datanyaa lah bu liat ijazah ibu tidakk coba sama dentidakn punyaa jkw\n",
            "nenek2 kakakek2 bayar hrs tangung jawab dunia akhirat \n",
            "ugm kan punyaa arsip kekamukamusan arsip nyaa kekamuarin belit \n",
            "agen asing jualannyaa laris manis \n",
            "jutidak heran cuma nunjukin ijazah ssaja meter meter keliling dunia jadi dasarnyaa bu adariiana saksi bukan bukatai banyaak reuni hoax gelar gilir reuni resamai katidak ada\n",
            "embel gedes embel gedes na andariiana\n",
            "ente tunjukin ijazah kamu nek asal jugan omon2\n",
            "sinten mawon saget dadi konco la sampean opo bukatainyaa nek koncone\n",
            "masa iyaaa\n",
            "narasi omon omon nenek tua\n",
            "namanyaa jutidak iri dentidaki baik bilang buruk buruk hujat orang spt udah pantas hidup nkarenai biang pulau pencil buang papua\n",
            "tingtidakalau tunjuk asli kan beres yang bikin ribet kan ngtidak mau nunjukin memang palsu\n",
            "heran apa pura2 heran tipu\n",
            "semua tidak teman kamukamusan biar rakyat percaya 100 tunjuk asli biar ahli forensik kerja tidakk usah takut benar2 kamukamusan ugm\n",
            "berak\n",
            "demon emang kuliah semua\n",
            "untungnyaa ruginyaa apa kalau izasa asli atw tidaknyaa apa kalau palsu kalian naikin tidakji itu orang indonesia\n",
            "ikut orang gobkamuk berfikir cuma pintar bicara amin rais roy suryo anis baswedan dulul  cs nyaa kenapa sulit jadi jabat karena hanyaa pinter omong tidak pinter kerja padahal urus selesai apabila kerja bukan bicara  omontidakn doang \n",
            "kamu bukatai 40  280 an juta sisanyaa penting indonesia maju\n",
            "heran lgi  rakyat heran lahh gelar ir sehh ngerti bahasa inggris mana ntidakku nyaa kuliah ugm lgi kocak \n",
            "buat isu sebenarnyaa tahu sentidakja bikin tidakduh yang kena isu kekamumpoke benci  orang2 bodoh sing waras nonton \n",
            "masalah siapa suruh membukataikan siapa wkwkwkw kalau tidakk percaya udah saja heboh\n",
            "betuul bukarenaikan pentidakdilan\n",
            "kasih duit berapa nih orang biar jadi teman palsu kuliah mirissss\n",
            "palsu muliyono \n",
            "dasarnyaa benci bu lagi \n",
            "bukataikan jutidak prcuma ttapi karna orang lg sakit hati dentidakn kalah pilpres\n",
            "kasih kpublik berani\n",
            "tobat\n",
            "yaaa kita banyaak erti paham mereka mereka sy ibarat sebatidaki orang jahiliyah moderen dahukamu kala pd jaman rasul orang jahiliyah sulit sekali percaya benar bahkan mukjizat rasul asal allah percaya diangtidakp sebatidaki sihir naaahh kira bangsa jahiliyah punah ternyaata tidak mereka ternyaata muncul beberapa indonesia yaa mereka santidakata sulit terima satu benar walaupun dikalauarifikasi lembatidak didik santidakata karenaedibel jadiiii biar dentidakn rasa kepenasarannyaa bahkan apabila methong tetap bergentayantidakn jadi arwah penasaran wkwkwk wkwkwk \n",
            "orang bayar berapa bikin rekayasa  orang bercaya dosa kamuo bohong trima berapa duit cara penyaampaianyaa tahu orang si bohongin \n",
            "tanggung jawab \n",
            "fitnah balas dunia akhirat\n",
            "kayaknyaa orang chinese haha\n",
            "teman tukang tipu patut dutidak temannyaa jutidak tukang tipu dasarnyaa ijasahnyaa jlimet\n",
            "tidakarenaa2 sentidakuni gelandantidakn politik bikin resah coba tebak siapa laku penyaebar hoaks\n",
            "tunjukin ijasah nyaa wi\n",
            "kasih tunjuk ijazah susah amat\n",
            "tidakk bagi job mulai pakde pimpin hingtidak beliau purna tutidaks mantidakanyaa sakit hati terus usaha jatuh \n",
            "jutidak heran nunjukin ijzah asli nyaa pake lama sekali banyaak dariama cingcongnyaa kakakamu memang ijazah asli nyaa tokeamung lihat publik jantidakn bikin tidakduh orang sekamuruh dunia tante\n",
            "ngurusin ijazah orang teriak2 bekamum punyaa ijazah\n",
            "bazer\n",
            "orang mudah giring walaupun jerumus\n",
            "mana percaya awal banyaak ngibul tunjuk ijasah ssaja ntidakk berani\n",
            "artinyaa orang mau diantidakat dersajatnyaa sama allah swt\n",
            "ibu jurus teknokeamugi kayu jutidak\n",
            "gin ribut tingtidakalau bukataikan serang balik buat isu nyaa sikat masa tum semua takkamuk urus ijazah sepele mah\n",
            "muka ibu ko yakin\n",
            "teknokeamugi kayu bullshit kang\n",
            "apa kata bu adariiana saksi hidup si rais panci dkk ttapi percaya n mentidakngtidakp bu adariiana dkk bohong muntidakin rais dkk hanyaa percaya iblis \n",
            "jadi walikot gubernur presiden kamu asli ijasah apa sekarang jabat \n",
            "sidah lanjur fitnah bohong hati hati dentidakn dosa masing masing\n",
            "kalau berani bukataikan pentidakdilan dentidakn dalil hukum dalil ilmiah\n",
            "dar jadi ir ad jawab\n",
            "main catur aduluh strtegis tuk penjara orang dungu\n",
            "muntidakin takut kalau ubah amandemen ubah atur pilih presiden 2 periode selang presiden lain bisa ikut pilpres tahun 2029 yah semotidak ssaja tidakk \n",
            "potoh siapa pake kacamata\n",
            "teman kuliah palsu\n",
            "namanyaa odgj jelas batidakimana katidakk terima maksa banget pomengapanyaa palsu  koplak kencleng\n",
            "orang dentidaki percaya msh akamumnusnyaa mau almamaternyaa diinjak2 tuntut dong fitnah masak ugm diangtidakp slb apa\n",
            "kamu jelas teman kuliah cukup lihat uji asli nyaa\n",
            "bayar\n",
            "halkamu yang suka pak jokeo widodo makanyaa buat fitnah pdi kalllaaaaaa\n",
            "tanda orang bela ini nnti terbukatai palsu wajib adil\n",
            "makkamum rakyat indonesia\n",
            "jentidakel yo wes\n",
            "bebegitulah cara licik penjsajah betapa dun9unyaa orang percaya isu kasihan sudah hak berfikir kamugika \n",
            "jantidakn jantidakn ada pentidakalauihan isu\n",
            "aku mau tanyaa ibu2 kan pakai kacamata apa ijazahnyaa pakai kacamata \n",
            "polisi seharusnyaa lerai masalah ini tantidakap buat onar biar cerdas jadi pentidakalauaman biar jantidakn asal tuduh 2\n",
            "kkamu hati baik tidak dendam diatara semua mari saling menyaayangi\n",
            "mn\n",
            "lebih percaya akademisi jujur benar buu lihat bukatai fisiknyaa buk fofo2 muntidakin\n",
            "ah orang makan jokeo muliono\n",
            "kira bayar berapa tiba nongol \n",
            "youtuber ato jurnalis temu ulang ibu2\n",
            "tunjuk ijazahaia foto tidakk ribet sebenarnyaa\n",
            "tak banyaak orang percaya hanyaa beberapa ekor ssaja geng geng otak udang ssaja\n",
            "mana tau tanyaa saya\n",
            "intinyaa tuduh makan isu kaum kaum baris sakit hati pembeci \n",
            "bebegitulah adanyaa rakyat konoha ber sdm rendah santidakata mudah diprovokeasi bahkan hanyaa dentidakn beri imbal 50rb berantidakat ikut laku demonstrasi\n",
            "genk jilat bukatai lebih nyaata kata\n",
            " otak cebong mau bohong orang punyaa ijazah\n",
            "terbukatai punyaa ijazah palsu kaum dungu dukung mukidi penjara\n",
            "orang bayar bego mau dikibulin \n",
            "orang- orang miskin mental sukanyaa hanyaa kepkamuk ora tomboke usut hikum netidakarenaa hukum \n",
            "penjara ssaja secepatnyaa aki aki gibkamuk\n",
            "ndak usah heran harusnyaa udut hukum berat ini netidakarenaa hukum siapa fitnah rendah orang hoax nyaa usut tindak hukum tetidaks apa mantan presiden ri itu orang- orang biadab bukan sifat duduk indonedia ramah \n",
            "politik banyaak suka pdip kalah pilpres ibu pentidakalauaman politik kejam dendam 7 turun\n",
            "hanyaa orang gila  gobkamuk urus ijazah orang\n",
            "bencinyaa menyaatu darah daging \n",
            "teman tidakk usah ikut campur deh publik tidakk butuh\n",
            "\n",
            "ugm bukan sembarantidakn di kira ecek2 banyaak orang edan saya doain orang sirik buruk santidaka cepet kebontidakar hukum nyaa nnti\n",
            "walaupun terbukatai asli tetep bikin narasi baru emang otak kalau udah paruh bebegitu nerima benar\n",
            "hanyaa orang bodoh percaya\n",
            "kapan benci percaya ijasah asli otak asli tidakamubar badaknyaa\n",
            "makkamum teriak mnuduh ijazah palsu itu odgj\n",
            "kalau ragu cek keti pake apa tinta apa semua uji\n",
            "jawab isu bukataikan asli nyaa kakakamu g dibukataikn nnt lama2 g kenal jadi kenal trus yang biasa cuek jadi teman 1 ad uang kertas warna merah se koper pembiuat ijazah jadi sahabat\n",
            "makkamum bu roi tifa amin nang siapa itu kan oran gila duduk ndak duduk gimana orang ndak waras pingin jadi presiden roi cepet beri gelang pk polisi\n",
            "sabar pak jadi orang miskin y spt pak slkamu bully dianggp tak layak saya merasakn gmn bully karenan ank orang miskin istilah j membully yakin allah akn teyap lindung bapak karenan ketukamusan dn kebaikn bapak\n",
            "bawa pentidakdilan pak biar orang buat onar netidakarenaa adil kekamumpoke orang selaka buat onar\n",
            "tantidakepin cemar nama baik prabowo tetidaks biar kapoke bikinp kacau netidakarenaa setidakalaua tap tampil pake peci2 haji bawa2 umat islam penjara ssaja umur hidup biar kapoke kurang sajar tuh orang bikin demo2 cemar\n",
            "ibu dar jadi ir jutidak\n",
            "hanyaa orang dungu permsayan percaya mobil esememanga dan ijazahnyaa\n",
            "hanyaa orang bodoh percaya esememanga betuul\n",
            "mana berani lewat jakamur hukuumm kakakamu ijazahnyaa asli berani\n",
            "okee arti dibukataikan ya bukan lewat omontidakn\n",
            "pak pol tetidakse gur rakyt kecil atas ora\n",
            "hatinyaa kotor jadi sulit beda benar palsu \n",
            "byk orang depresi kedentidakian benci \n",
            "betul pepatah jawa mentidakataakan becik titik okeamu toro\n",
            "iblis kakakamu benci tidakk bakal mau tunduk sekalipun sebekamum belah dada orang dibencinyaa \n",
            "bodoh minta bukan foto kuliah bukan teman kuliah dulul minta cuma tampil ijasah skarenaipsi anakamusis digital forensik orang bodoh tidakk pernah ngerti ngerti sih \n",
            "bukatai berapa banyaak sdm rendah urus diri kamu sendiri g skalauh ngurusi ijazah orang lain apa kamu g kerja pentidakngguran bgy\n",
            "orang gobkamuk yng percaya\n",
            "betul bukkk para benci sakit hati sulit\n",
            "ngomong asli2 mau jtidak foto saya2\n",
            "sa at gencar nyaa koruptor tantidakap 1 satu pak prabowo eh kini muncul kasus ijazah palsu  terus tuduh pertama hasil seharusnyaa tuduh punyaa bukatai kasus henti sekarang ramai bicara apa dentidakn semua\n",
            "jantidakn heran bu di netidakarenaa byk gobkamuk2 mengapa gilir ijazah dikejar2 setentidakh mampus gilir lebih penting soal korupsi2 jabat dulu samap now tidakda tuh kekamumpoke masyarakat kejar2\n",
            "makkamum bu makan izu otag nyaa kurang genep\n",
            "santai wae\n",
            "kewenantidakn anda2 apa makamu2in bangsa sj orang2 ini koq tunjuk kalian sii\n",
            "tidakk percaya karenan g tunjuk ijazah aslinyaa\n",
            "namanyaa tukang fitnah tidakk skan percaya sebelmn kepelanyaa pecah\n",
            "sadar lg alih per h\n",
            "nuduh serta bukatai saksi hukum jelas hrs bukatai saksi sisi atidakamua dulum al-qur an orang tak benar tak benar ngecek benar informasi bila tak tahu tak mampu menelitinyaa apa kamu ikut apa kamu benar apa kamu salah  ini nuduh nuduh engtidakk nuntut pentidakdilan hingtidak putus pentidakdilan putus malah minta tuduh membukataikan tuduh pd dirinyaa tak benar upaya bikin benar publik dasar tuduh argumentasi kamuar pentidakdilan sayah bila buah netidakarenaa berwartidak netidakarenaa benar sendiri saksi bukatai benar dirinyaa bung  netidakarenaa mudah hancur informasi persepsi lakamu jadi benar tak benar urus perang tetidaks cari bukan dar siapa dalang karenaoconyaa rencana atau tidak bukan dar urus nuduh tuduh bukan dar urus ijasah orang apakah urus awal bentuk kekamumpoke wartidak benar menelitinyaa lakamu tahap selanjutnyaa tahu sendiri\n",
            "jelas bayar akataor besarnyaa itu pastiiiiiiiiii\n",
            "preeeet\n",
            "tidakk penting banget tanyaa ijazah penting kualitas orang sebut bukan ijazah kamukamusannyaa kerja orang ntidaknggur tanyaa ijazah sakit hati\n",
            "nenek jantidakn bohong lagi karenan kalau terbukatai ijazah palsunyaa baru minta mmaf\n",
            " buk adariiana saksi suap bebohong bukatai dna sains digital forensic tak suap tipu bohong jaman pembukataian pakei teknokeamugi bukan pembukataian pakei saksi lagi  ibu tak ngerti soal ubah jaman \n",
            "mencla mencle tingtidakalau ditunjukin aslinyaa\n",
            "otak minim\n",
            "dibukataikan haa mmg kkamu diperbantidakan cukup sajak saksi kkamu dokeumen ato asli\n",
            "orang bayar bela jkw\n",
            "mengintidakatakan suka tebar fitnah presiden sakit banyaak orang masuk ugm masyarakat dukung kelak akhirat jadi orang bantidakarenaut pahalanta beri keoada fitnah dosa orang fitnah serah orang2 fitnah\n",
            "anis baswedan yaman usir tidakk guna eh malah pungut sdm kera konoho\n",
            "gimana ya kan awal2 duka sempat berita gelarnyaa dar terus jadi ir awalnyaa\n",
            "gimana mau percaya orang tak kamukamus kamu bela kamukamus bukatai tk ada sekarenaipsi tk bukatai alas berbatidaki macam kalau punyaa ijasah asli buka kemarin2 \n",
            "kkamu tingtidakalau tunjuk ssaja mengapa repot\n",
            "tantidakap skalian ntidakku teman2nyaa\n",
            "gila bak tipu dunia maya otak manusia tak benar negri ini mikir mudah srmua tidakamupang gobkamuk mikir lebih bahaya bodoh ber fikir\n",
            "ijazah tidakk tulis jurus apa ya sayah bin sajaib\n",
            "coba tunjukin ijazah ibu jutidak sandintidakan\n",
            "kakakamu benar punyaa tunjuk urus beres bu\n",
            "ternak\n",
            "ini muntidakin versi sederhana cerita kekamumpoke orang sama dentidakn kekamumpoke ikut dajjal alkisah tetap banyaak orang ikut dajjal padahal berita dajjal orang fitnah usak manusia dan jadi jutidak spt libya mesir irak dulul hancur akibat fitnah fitnah kekamumppk orng persis sama lama 10 tahun menyaerang n fitnah dentidakn isu macam skarenag soal ijasah hal jelas2 sifatnyaa santidakata pribadi\n",
            "heran menghartidaki mantan kepala netidakarenaa\n",
            "ngributin tulang tak sumsum\n",
            "biasa gerombol onta gurun egy durjana cs hati dajjal tebar benci \n",
            "satu dosen mentidakataakan ijasah jkwi palsu\n",
            "tau fitnah sadar lagu hasut apa saking busuk hatinyaa sadar\n",
            "biasa kaum sakit kalah kamuaren semua fitnah kan buat sewakatau jabat presiden tak isu ini ini tim ba alawi masuk\n",
            "ciba tunjukin ijazah ibu biar cek\n",
            "cair bu\n",
            "ibu adariiana bohong mana ijaza potonyaa kacamata\n",
            "kompas tv berat belah coba bahas roy suryo\n",
            "lihat dong ijazahnyaa  sering bohong\n",
            "tidakk muntidakin\n",
            "anak buah dajjal kebontidakar \n",
            "lha iman kutu kupret iman benci doyan sampah hoax yang udah2 pade kejuntidakel depan pentidakdilan sep sugik nur 3thn digetoke pentidakdilan malang prof kadariun bain\n",
            "isu sehat ya\n",
            "ngomong apa ini antek anteknyaa bayar berapa kalian\n",
            "ibu tua dongoke ya\n",
            "sya jutidak heran tingtidakalau bawa ijazah asli pentidakdilan trus ditunjukin eh malah nyauruh banyaak orang buat ntidaksih statement perihal ijazah kan capek\n",
            "kalau terbukatai ijazahnyaa palsu doa kan semotidak ibu keturunannyaa laknat kaerena dentidakn sadar dusta sekamuruh rakyat indonesia\n",
            "gerombol onta gurun semua kaca mata  kaca mata tebar kedentidakian musuh \n",
            "percaya roy suryo kompas\n",
            "kecut beejiwa besar temu masyarakat ugm mana mana ijazahnyaa 7 turun cap tipu\n",
            "lihat ijazah aslinyaa\n",
            "biasabu orangorang gobkamuk\n",
            "bukataikan dipentidakdilan eg tifa ntidakcir takut sama cs cd nyaa\n",
            "ugm oke yes percaya bunafite\n",
            "pak jokeowidodo85mengapa16 m aksa\n",
            "pak jokeowidodo85mengapa16 m aksa\n",
            "tidakk penting bahas sakit hati da komen miring\n",
            "maksa kalian tu repot\n",
            "bkan nyaa heran bu tapi sokeamusi nyaa tkamung tunjuk kan ijazah asli nyaa selesai kan\n",
            "aku saksi liat turun gorong gorong skarenag jadi super tidakarenaong\n",
            "tunjukin ijazah ibu ijzah pak owi masyarakat yakin dg jujur pak owi\n",
            "ngtidakk percaya nek tingtidakalau tunjukkannijazah beres nek\n",
            "minimal jejak digital pribadi sama tunjukin ijazah asli \n",
            "masalah tidakamupang buat susah kapan netidakarenaa maju tingtidakalau suara ssaja mantan guru teman2 pak jkw sd samap univrst saksi hidup selesai nyainyair koplak benci politik konspirasi\n",
            "kkamu bena mn ijzasahnyaa tunjukin asli nyaa kkamu copian plsu\n",
            "buat percaya kna wakatau walikota dar bangetu cawapres ir sini z tahu hanyaa dungu petcaya\n",
            "masang petasannyaa ketamtidakep\n",
            "tuntut masalah soeharto habibie gusdur metidak wati sby tuntut ijazah asli pensiun kan ssaja tuntut muntidakin ijazah asli ntidakpain tuntut apa mau tuntut asli \n",
            "hilang apa gimana ijazahnyaa kalau hilang bilang hilang banyaak koq kamukamusan tahun 80an hilang rusak ijazahnyaa arsipnyaa fotocopy diietidakalauisir sesuai aslinyaa simpan fakultas nah tunjukin\n",
            "harusnyaa tunjuk ijazah aslinyaa ssaja  selesai tuch perkara kog malah nunjukin tampang ibu ini ach oecuma kalau cuma mukamut munafik bisa beli murah broo \n",
            "namanyaa jutidak orang sedang keraksukan  sedikit tempat cahayq\n",
            "maaf orang2 tuduh izasah palsu orang paling pinter saking pinternyaa rasa paling tau paling benar paling hebat\n",
            "bukatai pernah kkn nyaa bu  transkarenaip nilainyaa coba lihat  ugm banyaak dalih\n",
            "saksi apa wong bukatai nyaatanyaa tidakk\n",
            "kkn nyaa mana bu tokeamung info kan \n",
            "komen group yaman\n",
            "ibu ana kasi uang berapa  usah terlakamu tinggi samaa s1 sekolah samap ssaja tidakk masak samap tingtidakalau baca tek ssaja salah bahasa inggris warter baca apa adanyaa warter\n",
            "cepat bukataiin pak biar dukung bapak tidakk ikut gerah\n",
            "ribut terus masalah ijazah saja banyaak kamukamusan guru tinggi ijazahnyaa cuma diam dialmari ssaja lebih baik ikut mikir gimana kamukamusan guru tinggi tiap tahun banyaak ntidaknggur  rubah jadi usaha kecil lebih manfaat\n",
            "bukan teman si nenek ternak si jokeowek\n",
            "cuma omon omon bukan tunjukin ijazah asli \n",
            "kumpul orang sakit jiwa ya ugm sah bebegitu jutidak kpud sokeamu kpud dki jakarta kpu pusat koq ban\n",
            "isu isu yag digembar gembor pihak pihak tentu mengukamur wakatau kesah ruu ampas aset koruptor batidakimana kapan sah  tanyaa sebatidaki rakyat kecil dpr utama ketua dpr\n",
            "takut bu paksa doboll duwit lbih kuasa\n",
            "tingtidakalau bukataikan ssaja ijasah nyaa kakakamu memang ada kakakamu kan beres urus nyaa\n",
            "temn\n",
            "ojepe semuanyaa\n",
            "kurang kerja nanyaak2 ijazah\n",
            "kalau misal terbukatai palsu ibu gimana maka a \n",
            "memakamukan hanyaa tunjuk ssaja bikin tidakduhnyaa kamuar biasa aebut netidakarenaawan\n",
            "ko yo bnyaak orang2 jahat penjara orang baik seperti pak mengapaowi ya heran sy\n",
            "tunjukin  ribet sekali\n",
            "ini bukatai hoax ulang ulang diangtidakp benar\n",
            "rata2 orang mudah terprofokeasi hanyaa fakataor benci ssaja balas kebencianyaa dentidakn menyaerang fakataa biasanyaa orng2 pikir mudah terprofokeasi orng2 cara berpikirnyaa sumbu pendek ter masuk orng2 bodohnyaa bawah rata2\n",
            "santidakata mudah sederhana buat santidakata susah santidakata belit \n",
            "media besar media buzzer\n",
            "ksh beras brp kikamu kamu\n",
            "dasarnyaa ntidakku kamukamusan ugm  ngtidakk bukataikan ijazahnyaa lihat ngibol\n",
            "bukataikan pentidakdilan salah bui nuduh salah resikonyaa\n",
            "lihat siapa benar bambang tri siap temba kkamu salah\n",
            "jokeowiwi duplikasi rsaja fir aun\n",
            "tidak teman se antidakatan catat sejarah  tipu \n",
            "lihat asli bandintidakan dentidakn semua ijasah teman kuliah pak mul\n",
            "soalnyaa takut tsk mau tunjukin  arti opkamusan      dasarnyaa palsu    \n",
            "terima kasih bu adariiana menyaatakan jati diri ibu sebatidaki teman seantidakatan pak jokeo widodo dentidakn bebegitu ibu menyauarakan benar\n",
            "kamu kalauarifikasi tapi kamu bukatai ijazah asli\n",
            "maafin bu karenan kalau pikir hati sempit dentidaki dendam udah bayar tinggi hrs brani maka \n",
            "tidakk bu  tidakk banyaak ko  yang nuduh percaya cuma kadariun deret orang sakit tidakk terima kalah junjuntidakn nyaa  \n",
            "ribu video karantidakn model apa apa buang biaya perbanyaak dosa tak buntidakam mukamut karna bukan minta\n",
            "lahh semua tmn seantidakatan lihat sama semuanyaa tingtidakalau google\n",
            "ijazah palzuuuu bikin maka hasil kerja tipu bakal kenang spe anak cucu\n",
            "siapa dekat tular bohong\n",
            "bukataikanbyang aslinyaa segera jfn omon omon\n",
            "sebekamum nyaa dar jadi ir\n",
            "kamugika koplak kakakamu razia sim ato kataapi kamu tynjuukkan aslinyaa cukup bawa teman2 ato fotokeopian nyaa  \n",
            "saksi tampa bukatai cuma dongeng buk\n",
            "pak jokeowidodo sipil orang lancang hina tuduh bapak jokeowidodo\n",
            "semua orang kata orang bela orang besar masalahnyaa sepele tingtidakalau muncul ijasah aslinyaa pentidakdilan lawak sandiwara\n",
            "ir dumatno\n",
            "otak kalauau penuh dentidakn benci benar lakuin tetap jutidak salah baik lakuin tetap jutidak buruk bebegitu lah otak anak abah dokeatarin sadar\n",
            "ijazah ilang ruwet2 thoke\n",
            "benci slakamu balik pemikirannyaa nuduh palsu nyauruh bukataikan mlah tuduh shrus nyaa untk membukataikan tsudahannyaa benar hrus punyaa bukatai bkan mnta pihak membukataikan palgi tuduh sruh membkataikan kwkwk sontokeamuyo\n",
            "adariiana caiiirrrr bansos berapa m ibuuuuu\n",
            "o orang gobkamug banget ya\n",
            "pak usah muter muter gunjjkin\n",
            "palsu  saksi ragu bukatai ilmiah lebih yakin\n",
            "grombolan palsu  bayar brp siiih \n",
            "ijazah asli menyaelesaikannyaa kalau teman kuliah hanyaa bikin kabur ssaja permasalahannyaa \n",
            "aku percaya\n",
            "uuu huuuu\n",
            "kkamu presiden muntidakin kena razia lah ente kadang koplak disambung2 tapi nyaambung\n",
            "bukan masalah sipil atw bukan hanyaa minta tunjukin asli ijasah nyaa ko ngeyel mau nunjukin  malah nge balikin nyauruh nuduh bukataiin  gmn mau ngebukataiin wing ijasah nyaa tidakk \n",
            "katanyaa ijazahnyaa palsu knp minta ijazahh asli ente muter2 kkamu pernah kuliah khan teman2 kuliah samaapai bawa2 foto wisuda wkwkk\n",
            "otak sedeng mn mau mentidakkui kbnran\n",
            "adariiana disogoke\n",
            "udah ditanyaa  nanyaa\n",
            "benci selaka menyaebar fitnah dan tanam sentidakuni rais udah tumbuh setidakarenaa hati dukung nyaa terus sentidakuni\n",
            "apa susahnyaa si bawa ijazah aslinyaa tunjuk  kan teliti masyarakat indonesia cuma mau tau asli apa engtidak kakakamu asli yaa selesai setidakamupang itu\n",
            "jurus teknokeamugi kayu \n",
            "buuuu bukataikan anak kecil tahu tunjuk aslinyaa cukup cara membukataikan tunjukin ijasah asli udah cukup\n",
            "pihak\n",
            "wkwkwk kocak kocaaaak\n",
            "wsajar banyaak kejangtidakalauan\n",
            "wong guampang murah riah alergi tunjuk ijasah asli publik beres\n",
            "orang paling ribet dunia wong alem tingtidakalau tunjuk ijasah selesai kkamu punyaa begitu ribeeet taeeeek\n",
            "nah suruh adariiana tsb datang tgl 15 april ugm jadi terima tamu\n",
            "tidakk laku mbah omon-omonmu  mendintidakn boboke  udah tua jatidak sehat\n",
            "omon-omon jantidakn bohong diri udah tua maka sama cucu \n",
            "bukan teman dibukataikan ijazah asli ijazah aslinyaa dintunjukan\n",
            "asli palsu penting banget bikin masalah rasa sekolah hasilnyaa cermin orang didik salah sekolahnyaa muridnyaa\n",
            "adaa bilng ijazah palsu\n",
            "kau siapa rupa bung\n",
            "makkamum banyaak orang sakit hati \n",
            "bu itu kwalitas manusia2 netidakarenaa ini sudah santidakata msngenaskan negeri ini bahkan otak nalar tidakk sesuai dentidakn kodariatnyaa sebatidaki manusia\n",
            "kkamu udah rasuk benci pikir selalu netidakataif\n",
            "ibu lg kamucu2nyaa tlng tidakk usah banyaak omong kami rakyat makan isu cuma muak ketidakduhan jugan banyaak mukamut narasi dtng ssaja pentidakdilan\n",
            "sibuk konfirmasi justru orang lain\n",
            "siapa adariiana benar adariiana ugm\n",
            "cieeee temen kuliah bayar\n",
            "tunjuk ijazah asli  selesai polemik\n",
            "kalau benar benar kuliah ditest ssaja mata pelsajaran hutan  misalnyaa dendariokeamugi silvikulture anatomi kayu dulu\n",
            "maap sakit hati ilafah fpi tkng booom\n",
            "waduuh udah tua malah buka dentidakn tunjuk data bukatai cuman cerita malah bikin tidakduh\n",
            "ah kamu muka muka komun\n",
            "mmg ijazah asli tunjuk ssaja kita butuh saksi2 jelas hanyaa pingin liat ijazah asli\n",
            "lha apa heran jadi walikota sokeamu gelar dar dokeataorandus ketika jadi gub jakarta presiden koq ubah jadi ir insinyaur mencuritidakkan muntidakin kawan perempuan si muliono jutidak punyaa ijazah abal abal \n",
            "bu an  bro kompas informasi katanyaa beliau sekolah  kuliahnyaa tidakk tuntas  tamat benar informasi bu tokeamung jawab dentidakn jujur bu  bro kompas independen percaya skamutidakn kompas okekkeeeeyyy tunggu informasi jawabannyaa teriterima kasih\n",
            "namanyaa jutidak hater\n",
            "kamu cerdas kamu ijazah aslinyaa bukan omon2 poto sekarang tidakamupang edit kamul\n",
            "tidakk penting nujukin ijasah benci\n",
            "punyaa ijazah palsu banyaak\n",
            "butuh ijazah aslinyaa bukan cerita temennyaa\n",
            "manusia punyaa otak kotor iri dentidaki cari salah orang miris\n",
            "taek kamu gobkamuk nuduh bukataikan kalau palsu sebentar jutidak masuk penjara bambang tri dasar peak\n",
            "siapa percaya oomontidakn\n",
            "taek kirain benar cuma narasi doang\n",
            "masuk bui risamaond roy surya\n",
            "kemaren pas reuni fakultas tani ke50 engtidakk perempuan ini\n",
            "gerombol manusia buat masalah hap simple buat ribet\n",
            "ibu ngomongnyaa tidakakakkk pikir kali yaaggz \n",
            "wsajah beda\n",
            "makin tidakk percaya benar palsunyaa\n",
            "udah-udah woi ntidakpain ngurusin ijazah orang urusin tuh cicil motor cicil rumah tokeen listrik emang udah benar hidup ente sayah\n",
            "betul sekali  i m happy i m very happy\n",
            "gerombol sdm rendah\n",
            "bukataikan ssaja tunjuk ssaja ijasah aslinyaa kan santidakata mudah ambil pus kumpulin media siar langsung sekamuruh indonesia selesai\n",
            "rakyat butuh keterantidakn rakyat butuh bukatai tunjuk aslinyaa uji porensix\n",
            "bukataikn dentidakn tunjuk aslinyaa mas jokeo\n",
            "bu tua mau neraka intidakata umur tidakk buat baik malah masuk lintidakaran setan\n",
            "kakakamu orang udah tidakk suka bikin gerombol buat nyaerang orang ngtidakk suka \n",
            "preettttt\n",
            "kata siapa asli bu sudah ditanyaakan je ugm duka bhw daftar ugm jurusannyaa sj tidakk ada cap fakultas sj salah nomir induknyaa tidakk ya\n",
            "sisa2 pki hti buat fitnah ijazah palsu butuh bukatai butuh masuk sel\n",
            "lako bukataino ben tele tele kele tele\n",
            "tunjuk ijazahnyaa baru uji keasliannyaa barulh jakamur hukum selesai sepandai-pandainyaa tupai mekamumpat mari saksi sama\n",
            "jantidakn omon2 ssaja tunjuk ijazah asli nyaa rkyt jentidakel karenan ijazah asli nyaa lihat\n",
            "palsu bhs inggris nyaa the toke the toke\n",
            "bela benar atau bela bayar saya sebatidaki masyarakat tetap percaya ijazah asli lihat paham\n",
            "orang orang gila itu gerombol gerombol kunyauk kunyauk busuk  benci pak jakowi rs  rh  es  mb  tf  fs \n",
            "kalauau benar adanyaa tingtidakalau tunjukin ssaja printidakat ijazah nyaa\n",
            "bantahannyaa dar ngomong data\n",
            "tunjuk asli ngtidakk cuma omon omon orang jelas bayar\n",
            "enyaa atuh asa piraku nyaa sutidakn teh tos berw urus ieu teh kan tos aya nu hukum 2 an\n",
            "gelar dar masa jadi walikota sokeamu lakamu bertidaknti jadi ir nyaakamun gubernur presiden gimana ndak muncul tanda tanyaa  mestinyaa partai usung menaunginyaa jutidak tahu\n",
            "karya pintarnyaa hanyaa hujat ssaja bukan orang prestasi seharusnyaa maka pernyaataannyaa benar hubung muka temboke jadi santai ssaja manusia hancur netidakarenaa iri lihat hasil orang lain\n",
            "ijazahnyaa mana sebenarnyaa tidakamupang bikin ribet foto copey lagi\n",
            "gobkamug nular  tingtidakalau tunjuk wujud aseli ijazah selesai  dosen koq gobkamug\n",
            "zoudariiuont on gembkamung\n",
            "intina mah bukan masalah asli benci santidakata\n",
            "orang bela jokeodot ngtidak pernah pakai msh office sepertinyaa\n",
            "bukataikan izasah aslinyaa beres bukan pembukataian orang bayarannyaa\n",
            "penjara ssaja pak udah melangtidakarena uu ite\n",
            "wsajar kakakamu teman seantidakatan kamupa sy kamukamusan ugm intidakata teman kuliah mana do mana henti karenan kerja meni mana kamukamus orang kenal seleb kayak bagi personel so7 memang sy lihat pernah kuliah ugm pasti kamukamus karenan keburu tenar jadi sekali lagi punyaa kawan kuliah tak membukataikan kamukamus tidak mau temannyaa kasih testimoni membukataikan ijazahnyaa asli teman2nyaa mana tau ijazah temannyaa asli tidak wong teman kuliah aku pasti wisuda bareng graha sabha pramana saja aku pasti ijazahnyaa asli kan hilang lakamu palsu ijazah\n",
            "ruwet ruwet tingtidakalau tunjukin dipentidakdilan ribet\n",
            "kerssaya mawon bu lha sakniki sinten entidakang ntidakarenaani palsu nggeh kerssaya piyamba e to entidakang mbukataekno ntidakataen mawon pun mboten sah rewes entidakang tres nggeh kerssaya lantidakung setressss\n",
            "wah ibu teman palsu \n",
            "kkamuarkan sj tuh ijasah knp susah banget kkamuar apa ijasahx g \n",
            "kekamuarkan ijazah aslinyaa baru omon2 heran\n",
            "kamukamus ssaja  kkn jutidak  mana punyaa ijasah\n",
            "kalau gelar dar jadi ir batidakimana jalan ceritanyaa bu\n",
            "alah kalau doperkamuhatkan jutidak nanto laon lago isu malas laden orang2 waras ntidakpain ojazah dopamer2kan penting\n",
            "bukataikan kakakamu benar\n",
            "tunjukin ijazah aslinyaa kenapa ugm proakataif tar kalau ijazah asli dan mau plintir2 bolak balik ruh resume skarenaipsi thn ijasahnyaa harus berani ugm kan dunia jantidakn hancur akamumnus bohir semotidak ijasah pak jokewi asli adanyaa dan semua libat penggorentidakn ijasah si tantidakap walaupun 1 pukamua huni penjara semua tenggelamemangan pakan ikan paus ikan hiu\n",
            "apa susahnyaa kekamuarkan ssaja ijazah aslinyaa beres tahun tahun berthele tele asli ada bikin dosanyaa juta manusia ikut ngomong asli datang dong rumah bersantidakutan lakamu tunjuk ngomong doang\n",
            "usah denger orang orang koplak bu\n",
            "kkamu trbukatai palsu semua saksi palsu wajib tantidakap\n",
            "preetttt\n",
            "lebih heran orang mantan presiden mampu tunjuk ijazah aslinyaa \n",
            "tunjukin asli kelar masalah begitu saja kasus paling mudah dunia cuma tidakk selesai indonesia \n",
            "kau d kasih duit\n",
            "emang ada poto ijaza boleh pakek kaca mata coba jelas masih mudah mes uda tua ntidak\n",
            "kamumayan saldo isi otomatis bu\n",
            "pas photo pake kaca mata dua muka beda buk\n",
            "biarin bu biar tambah dosa masing  orang kalau uda sifat dentidaki ber bicara apa laku\n",
            "intidakata semua atidakamua bohong dosa\n",
            "orang sakit sembuh senang dentidakarena isu murah hidupnyaa manfaat sama sekali ngomong sana ngomong sini faedah kasihan bajunyaa manusia dalamnyaa jin biang gosip biang fitnah\n",
            "serba salah deh sama benci percuma mau jelasin apa bakal cari alas benar pikir benci bangetu\n",
            "ijasah asli  kakakamu oleh dg imbal duit namanyaa ijasah aspal asli palsu ngtidakk pernah kuliah  ato jarang kuliah  uji semester banyaak ngtidakk kamukamus  ikut uji nyaogoke biar ijasah  bebegitulah kirakira potret didik indonesia  ngtidakk heran kakakamu negeri tetangtidak menjukamuki negeri bodoh asia tengtidakarenaa amburadul  wong pernah tawar ijasah asli guru tinggi malang jatim tapi aku tolak mentah mentsh\n",
            "kowe ki ra ayu koyo topeng tunjuk kan ssaja pentidakdilan kan cukup ngoceh mu wagu\n",
            "timnyaa  cair\n",
            "tunjuk kan ssaja dipentidakdilan ndak usah ngoceh\n",
            "sulit percaya kpda bohong \n",
            "sakit hati\n",
            "jkw si rsaja bohong n rsaja maling dunia kasihan bangsa orang pinter jadi bofoh dan miskin sampah bangsa\n",
            "benci kamuar biasa\n",
            "yakin pa jkw pernah kuliah sy pernah kuliah unsil th 1980 s d 1984 s1 wkata sebekamum s1 hrs ikut jenjang sarmud\n",
            "jantidakn ndobol bu\n",
            "bukataikan bu\n",
            "manusia bayar\n",
            "bohong dosa besar nek\n",
            "punyaa otak lihat skarenaipsi tampil medsos medsos\n",
            "sayah seolah2x bukatai kuat hadir ternak2x jkw bukatainyaa mana ijazah aslinyaa bu n jkw siap tes model apa bukan kerah buzzerp2x kykamuu ibu\n",
            "siapa dalil dia membukataikan \n",
            "bukataikan dong ijazahnyaa\n",
            "tunjuk ijasah aslinyaa kalau punyaa  gt kk repot\n",
            "basukissaja-c6q uda bilang palsu ugm uda buat pernyaataan bilang bohong teman2 uda muncul reuni bilang orang bayar foto2 masa muda kampus bilang edit mauuu batidakimana lagi orng kkamu uda benci dijelasin sama fakataa apa jutidak tidakk percaya duka tuduh anak antidakat aslinyaa orng karenaisten orangtua kandung china pki lagi aduuu capeee deeeeh  yang hujat kekamuartidak sakit pake bpjs rasa program nyaa \n",
            " basukissaja-c6q untuk membukataikan bapakamuu laki apa buka celana\n",
            "wis dibukataikan bkamuk tunjuk asli koridor hukum takut hakim jaksa sama jokeodo\n",
            "ijasah asli baru percaya jantidakn cuma preming sama tokeamulnyaa\n",
            "mahasiswa palsu  tunjukin kan udah  kw kali \n",
            "boleh foto ijazah pakai kaca mata \n",
            "maka kah\n",
            "waspada dukun2 firaun kerja santet kawan2nyaa\n",
            "ugm must investitidakatae by world university ranker  1 qs world university ranking 2 times higher education the world university ranking 3 arwu 4 the center for world university rankings cwur 5 csic webometrics ranking of world universities\n",
            "report tingtidakalau tunjuk kan saja\n",
            "apa susahnyaa kalau sekolah kuliah tingtidakalau tunjuk ijazah asli apa susahnyaa apa sebenarnyaa jadi masalah kelar2\n",
            "tunjuk ijazah jkiwi i asli pentidakdilan uji forensik selesai\n",
            "andai boong sadar kkamu dunia hanyaa semntra gmn nasib tahan\n",
            "bayar berapa bu saksi bayar bermuculn\n",
            "namanyaa jutidak kalah tidakataidaksan bingung apa goreng\n",
            "mboke silah kan omong tau sendiri bukan kan dosa hobi tuduh2 bukatai mboke biyar rin tangung sendiri\n",
            "bayar berapa bu\n",
            "hanyaa orang mata katarak ssaja bela ijazah jkw asli\n",
            "dasarnyaa publik lihat foto dekannyaa pd wakatau itu jurus tanda tantidakn dekan bu dipetanyaakan makanyaa semua bawa tana persidantidakn biar clear\n",
            "tuju ijazahnyaa teman nyaa ssaja susah\n",
            "makin hari jkw beli makin banyaak bohong \n",
            "tunjuk ssaja ijazah aslinyaa siap uji karbon c-12 bukan mobilisasi orang beri saksi palsu ngtidakk ijazah aslinyaa\n",
            "semantidakata anna memang benar2 kurang kerja meribuntukan ttg ijazah pak jkw gerak padtinyaa buah agenda baca\n",
            "kalau hanyaa dasar omontidakn tampa pembutian masyarakat se indonesia percaya kenyaataan ijasahnyaa banyaak ragu\n",
            "butik lihat fisik jasanyaa kebohngn kalah benar\n",
            "skarenag tunjuk ijazah asli ne pentidakdilan kan tidakamupang  kkamu oke semua clear ketidakduhan  tingtidakalau penjara orang2 tuduh palsu \n",
            "pernah kuliah tamat kuliah beda\n",
            "wong riil otentik semuanyaa jangtidakalau ijazah skarenaipsinyaa bilang isu hakamu ini kalau cuma cerita teman siapa bilang kondisi\n",
            "orang2 kesyetanan bu biarin bu ngtidakk usah difikirkan toke no ae bu\n",
            "para tipu pebohog bayar\n",
            "kompas \n",
            "dalil membukataikan bukatainyaa kkamu fontnyaa tidakk benar mau bukatai apa lagi tingtidakalau bawa persidantidakn di uji persidantidakn masalah kebenarannyaa yang dalil membukataikan bukatai nyaa fontnyaa sesuai dentidakn jaman itu trus mau bukatai apa lagi wooiiiiii pinokeiooooo\n",
            "ngotot kan wartidak rt 16 wartidak rt 25 kan ternak banteng ternak onta namanyaa ternak binatang ngtidakk punyaa otak\n",
            "taek dusta dia\n",
            "pretttt lah\n",
            "tokeamung suruh pakai kacamata lagi biar ngtidakk tuduh palsu \n",
            "rakyat santidakata jentidakel  intidakata buuuu umur usur  jantidakn mau suruh bohong  intidakata anak cucu  dosa kamu tua ngomongnyaa bohong  la kalau punyaa ijasah tunjuk  bukan ibu ngomong kesana kemari ngomong punyaa ijasah asli  wong bersantidakutan sekarang ngtidakk nunjukin  ibu bilang punyaa  jelas ibu sepuh bohong sekali\n",
            "jantidakn makan umpan sianipar main bola beri umpan tahi tidakk usah direspon asal tahu ssaja jauh sebekamum komputer pakai layout kalantidakn mahasiswa font times news roman ada tapi layoutnyaa tidakk pakai komputer ijazah cetak pakai hand press hurufnyaa upa satu kamutidakamu susun satu satu dibintidakai lantas masuk mesin oles tinta entidakol pakai tantidakn cetak kertas ijazah kayaknyaa sianipar kurang kerja ntidaknggur wawasannyaa jutidak tidakk kamuas cerdas dikit lah jantidakn kampuntidakn\n",
            "saksi palsu\n",
            "suruh tunjuk bu lembar asli ijazah\n",
            "memang punyaa ijasah \n",
            "grombolan glembuk sokeamu\n",
            "agenda jadi kuasa perintah indonesia memang fasilitas dentidakn sistem demokearenaasi one man one vote 270 jt duduk butuh biaya besar oratidaknisasi libat banyaak orang dentidakn tutidaks beratidakamua masuk tim mekamukamuskan syarat administrasi jadi syarat kpu salah satunyaa ijazah dimna sekolah jenjang tim membindangi syarat administrasi ijazah atidakarena kamukamus kpu kamu libat orang banyaak kalau memang ijazah benar nyaa oranginal  karenan dokeumen pribadi santidakata mudah dapat tapi kalau memang dokeumen tim buat skenario dentidakn libat bnyaak orang libat unsur berkepentintidakn cipta dokeumen ada dentidakn setidakalaua kemuntidakinan depan bila masalah tim mobilisasi skenario opini dentidakn libat media cetak multimedia besar jutidak tempat orang lembatidak rekomendasi ijazah dentidakn biaya besar janji jabat jadi makin bnyaak main bentuk opini ijazah manipulasi makin tunjuk ijazah memang ada sekarang inkonsistensi informasi tim ijazah palsu santidakata buka publik proyek ijazah palsu libat bnyaak komponen penetidakk hukum hakim jaksa polisi sekolah masuk ugm akamumni kalauaim bagi dari sejarah ijazah itu maka bukan proyek kecil tapi proyek besar dentidakn biaya santidakata besar karenan terbukatai kamukamus kpu jadi presiden dentidakn kuasa santidakata kamuas buat apa ssaja pulang modal\n",
            "andariiyana pki\n",
            "tunjuk ijazah nyaa baru jelas\n",
            "gelar dar sulap jadi ir mana bedul \n",
            "mau lihat aslinyaa sentidakja\n",
            "dasarnyaa duka kumis sekarang gundul bukatainyaa\n",
            "ngtidak percaya dasarnyaa sakit hati bu hti fpi dibubarin orang biasa jadi walikota gubernur presiden 2 kali iri dentidaki hasut campur aduk \n",
            "tidakk percaya temen kuliah bukatainyaa mana tunjuk ijazah aslinyaa mau jentidakel kek mau marah kek wong pernah kuliah koq bilangnyaa mesti dibukataikan kan semua orng kenal adariiana\n",
            "fitnah orang gila semua\n",
            "apa sih susahnyaa nunjukin ijazah aslinyaa  bukan vidio ntidakk kamucu\n",
            "heran knp jawab bukan si jokeo\n",
            "tokeamung jelas foto ijazah berkacaata siapa \n",
            "termul jutidak ibu ini\n",
            "mboke amat dg mata apa kuping ubah mboke de mboke de\n",
            "berita basi\n",
            "pembelaaan bukatainyaa percumah tunjukin ijazah aslinyaa baru tahu asli\n",
            "uang berapa bu adariiana\n",
            "pentidakdilan ntidakk tunjukin  kalau benar berani  kalau takut kw \n",
            "kakakamu memang benar nah muntidakin wsajahnyaa pernah oplas\n",
            "juta temen ngtidak artinyaa hanyaa lahir bohong baru tunjuk ijazah aslinyaa\n",
            "segera tunjuk ijasah asli titik\n",
            "ibu lihat ssaja ijazah asli ibu\n",
            "lihat fotocopy edit tanda tantidakn dekan nomor seri ijazah kiri ada tgl ijazah lebih dahukamu tgl kamukamus skarenaipsi\n",
            "10 tahun makan uang haram uang pensiun haram\n",
            "ibu punyaa jabat apa ya skarenag   nanyaa \n",
            "dar ubah jadi ir batidakimana penjelasannyaa bu \n",
            "sepertinyaa dukung orang dungunyaa jutidak netidakarenaa makin rusak\n",
            "untidakit2 ijasah palsu orang pendukungnyaa kalah pilpres\n",
            "ugm sebenarnyaa maka laa ijazah asli nyaa mana itu saja masak ugm tipu rakyat indonesia\n",
            "dasar setan semua suruh tunjuk asli ko repot amat batidakimana mau nunjukin orang aslinyaa\n",
            "jantidakn tunjukkn pak ijazah asli kalausu bikin lapor baru pembukataisn itu orang sakit hati saja kalau ternyaata asli penjaraksn buang2 wakatau tudak usah tunjuk kn\n",
            "kebohontidakn jamaah berapa bayaranyaa\n",
            "ibu mukanyaa jauh air wsudahu sepertinyaa teman satu gereja dentidaknnyaa\n",
            "berapa bayar bu ancam pidana\n",
            "si ibu wsajahnyaa menyaimpan kebohontidakn\n",
            "bohong jutidak nih orang\n",
            "ngomong busa kalau ijasahnyaa asli mau gmn\n",
            "tuju kadariun  sentidakuni bukan masalah asli palsunyaa saking bencinyaa darah daging kadariun  sentidakuni rasa umat puling suci dunia  \n",
            "awas kamuh buuuuu ad mngtidakarenais bawah kamuooohhhh\n",
            "pasu sakit hati gerilya kalau hamas lawan israel kalau pasu sakit hati nebeng virall fitnah kalian tak mutu\n",
            "kakakamu benar tunjuksn ijasanyaa bandintidakan dg ijasa jutidak jantidakn ngomong doang kamu nyaatakan teman kulia ayo tunjuk kakakamu benar ada\n",
            "ntidaksih gelar dar siapa ir siapa coba tekamusuri beritanyaa dng cermat jantidakn2 dar nyaa wartawan tahu atau tulis baliho jalan kkamu surat resamai sy tahu perintah kota sokeamu hanyaa ir toke til\n",
            " agusp kartiko2069 wakil kota dar presiden insinyauiur pensiun gelarnyaa fir aun\n",
            "bias baca judul ssaja gin\n",
            "susah kkamu sdm rendah  cuma tau kata katanyaa  baca berita sepotong2\n",
            " agusp kartiko2069 tungguin ssaja pn sokeamu ijazah sama 6 jkw didutidak palsu\n",
            " bambangherwanto5029 justru sdm mu rendah yakin jkw kamukamusan sama 6 \n",
            " 78 lho susah paham\n",
            "ikut program ppi lah brooo\n",
            "hearty musik samaan6 nyaa ssaja didutidak palsu\n",
            " risudahobudi-d7x ini bego lagi tekamusuri beritanyaa jngn setentidakh2 terus nyaokeamut koment lihat bego mu\n",
            " risudahobudi-d7x mengapa\n",
            "dutidak kan mendutidak bambang tri atidakk gila itu bambang tri aslinyaa orang mana kkamu kamu mau tau tanyaa tetangtidak satu kampung dan pihak sekolah  risudahobudi-d7x\n",
            "mau nanyaa bu emang gelar ubah walikota dar presiden insinyaur\n",
            "sayah orang koar koar jokeiwi tak pernah sexpun bicara ijazahnyaa apa memang benar arti presiden beri contoh prilaku buruk anak bangsa lakamu presiden macam apa serakah betul\n",
            "jijik ama jokeowo cs\n",
            "usah ribet bukataikan pentidakdilan biar fitnah\n",
            "sebenarnyaa simple tingtidakalau bawa ijazahnyaa pentidakdilan periksa keabisaahannyaa asli apa palsu beres masalah tidakk kamu statmen temen kuliah dulul\n",
            "vening pla berby\n",
            "tantidakap aj tu orang bikin adu- dumba bikin tidakduh indonesia pling dari gokeamuntidakn orang2 sakit jiwa salam waras\n",
            "sumpah palsu dan saksi palsu\n",
            "punyaa tunjuk asli bukan orang ntidakku teman nyaa \n",
            "muntidakin memang kuliah ugm do pkamuntidak-pkamungo\n",
            "banyaak pimpin punyaa ijasah koruptorrrrrrrr ayo mana suara sosoke pimpin pilih alkamuh swt percuma ijazah satu almari kalau kerjanyaa koruptorrrrrrrrrr\n",
            "dungu\n",
            "uji bukan temannyaa kertas tulis keaslianyaa malah manggil teman cipta tes dong pa ijazah nyaa\n",
            "ternyaata memng terbukatai palsu tantidakap semua orang orang saksi kuat \n",
            "dak usah bulet  bawa ijazah aslinyaa tunjukin  biar dak buang wakatau \n",
            "pernah lihat hampir palsu\n",
            " wsajar kebohontidaknnyas\n",
            "dasar tidakk percayanyaa  tulis font ijasah guna font times new roman buat windows 3 01 baru mulai kenal tahun 1992 ijazah tahun 1985 si cetak ijazah pergi masa depan duka dapat times new roman wkwkwwk huruf jutidak pakai skarenaipsinyaa arti buat masa depan jutidak alias tepu\n",
            "kakakamu pingin tahu ijazah aslinyaa datang rumahnyaa shilaturahmi niat apa pingin lihat ijazahnyaa otaknyaa hatinyaa hewan peliharaannyaa sambang kerumahnyaa otidakh pingin tahu setidakalauanyaa\n",
            "seandainyaa pernah kuliah ugm masa tunjuk ijasah aselinyaa bukan temanyaa gurunyaa hadir ko sneh duminta tunjuk ijasah aselinyaa hadir teman gurunyaa ijasah lebih simple bicara bohong msnusia setintidakat oresiden bohong\n",
            "biar ssaja biasa orang mau jatuh hartidak diri orang banyaak cara bekamum hasil benar kebohontidakn muncul dg sendirinyaa\n",
            "lapor sidang dibukataikan jkw datang dipersidantidakn\n",
            "ya coba tunjuk ijasahnyaa on\n",
            "tunnukkan ijazahnyaa bkamuk biar rakyat resah ribut muka pentidakdilan dulul jantidakn saksi2 muka buat apa gunanyaa sama sekali tunjuk ijazah pentidakdilan jika betul2 terbukatai ijazahnyaa palsu semua saksi2 beri pernyaataan palsu jerat semua angtidakp sekontidakol\n",
            "saya doa mugo2jokeowi cepat sadar karena dia stres jabata n dan keliartidaknyaa \n",
            "heran knp asli ada ugm bu\n",
            "kalau manusia hatinyaa busuk ngtidakk percaya sama ijazah pak jokeo w\n",
            "makanyaa tunjukin ijasah asli beres semuanyaa\n",
            "emg kamukamus e bareng mbah\n",
            "kalau aku masa bodoh soal ijazah yang penting asah lagi\n",
            "bukataikan punyaa ijazah asli lho\n",
            "kalau benar ya bukataikan repot susah tak mau lihat ijazah asli\n",
            "lebih heran ijazah aslinyaa ntidakk dilihatin bu\n",
            "biar masalah ijazas jokeowi ber larut2 tuduh tuduh sama2 mentidakntidakat laksa sumpah mubahalah jawab siapa benar ayo bukataikan\n",
            "molyono pernah kuliah kayaknyaa tidakk beres\n",
            "pantesan berita usang ulang ulang ternyaata udang balik batu damai indonesia salam satu rakyat indonesia utuh nkarenai\n",
            "mana ijasahnyaa asli dibodo2i\n",
            "pembuaaal\n",
            "woe bayar berapassuuu\n",
            "\n",
            "tgjwb besar jk mmg jadi tmn palsu ngeri\n",
            "tunjuk ijazah aslinyaa selesai masalah\n",
            "berani tunjuk ijazah nyaa arti sembunyaikan\n",
            "kalau orang benci akalauaq baik nyaa hilang dan tingtidakalau hanyaa akalauaq buruk nyaa\n",
            "rakyat sekarang bingung ntidakkunyaa teman kuliah ntidakku dosennyaa ntidakku dosen skarenaipsinyaa tapi sekarang tunjuk ijazah aslinyaa pentidakdilan kasus ijazahnyaa bilang palsu penjara rakyat hanyaa lihat ijazahnyaa asli bukan fhoto copy\n",
            "ijasahnyaa jadi semua sd samap samaa\n",
            "adariiana tidakk ribut2 tunjuk ijah asli nyaa kanselesai begitu repot\n",
            "kkamu banget bukataikan ijazah nyaa bawa pentidakdilan kkamu mmg ada cuma 1 wanita ntidakku trman kuliah\n",
            "mestinyaa sivitas akademika ugm punyaa moral berani hukum tetap jkw insinyaur tidakduntidakn mesti segera ditantidakap jutidak menantidakap okenum ugm lindung tipu jkw karenan dg ijazah ugm palsunyaa tipu sekamuruh rakyat  cemar ugm hancur citra baik dunia didik  mestinyaa guru2 besar ugm ponyaa moral berani tetap jkw bagai 1 tipu ijazah palsu ugm 2 presiden moral  tau maka   arti ugm dosen  guru besarnyaa jutidak sama tipu sama moral karenan lindung tipu pelangtidakarena hukum  ugm tau maka karenan mentidakkui milik ijazah palsu ugm jkw sebatidaki akamumnusnyaa  jika pentidakdilan sini mandul  bawa kasus ijazah palsu jkw pentidakdilan nama biar disidantidakan \n",
            "penting  biar ssaja wong punyaa pentidakarenauh apa mentidakpa musti response orang percaya  apa kepentintidakn mau delegitimasi  ndak mempan kan institusi lewat pak jkw karier membukataikan laku assesamaent soal asli ijazah   allahualambisawab\n",
            "amien amien ntidakk apa2 jutidak pa de ntidakk punyaa ijazah penting sini pinter bae orangnyaa \n",
            "tunjuk ssaja ijasah aslinyaa jokeowi bukan pernyaataan tidakk gunanyaa tunjuk ijasah aslinyaa selesai tidakk pakai tele tele\n",
            "kamuve jokeowi\n",
            "sekarang tidakk kamu kuliah cukup pinjam ijazah orang scan jadi lah sarjana\n",
            "jadi walikota pakai gelar dar  sewakatau jabat presiden  jadi insinyaur \n",
            "masalahnyaa buuuuu ngtidakkamuaubawa bukatai ijasah asli wakatau tuduh ijasahaia palsu\n",
            "bukataikan pentidakdilan gobkamuooooke\n",
            "urus dg teman kuliahnyaa apa salahnyaa sich unjukin aslinyaa biar tidakduh heran\n",
            "sarjana tukamul tingtidakalau tunjuk asli begitu repot\n",
            "lihat buu pakai mata jantidakn tutup matanyaa poto ijazahnyaa jkw bukan pakai kaca mata tebal biar jelas heran mata bokeamutot teu nenjo mata haur sutidaknmah\n",
            "semotidak orang isu jokeo wi pake izasah palsu kena adab\n",
            "kalau dasarnyaa suka cokealauat asa tai kucing\n",
            "rumit lantar jokeowi nyaa segera tunjuk publik ijazah aslinyaa coba jokeowi datang srndiri tunjuk ijazah asli tsb tunjuk kuasa hukumnyaa jadi tumit isu ijazah palsu selesai rakyatapiun letidak tambah yakin orang fitnah hukum sesuai uu betlaku dinegri ini beres kan\n",
            "kadariun bego semua\n",
            " penting bukatai bukan saksi jelas\n",
            "mana ijazah aslinyaa ayo tunjuk ijazah aslinyaa tunjuk tunjuk tunjuk  repiot ah\n",
            "kalau mremang punyaa ijazahnyaa asli ayo tunjuk ijazah aslinyaa baru rakyat percaya simpelto tidakk kamu kumpul saksi palsu buhong\n",
            "gobkamuk tunjuk ijasah aslinyaa selesai\n",
            "isu seh bu itu bukan tuduh pake teliti ilmiah kan banding poto asli jokeowi poto ijazah saya bukan ahli tau ngtidakk sama makanyaa kakakamu presiden rasa petutidaks rakyat tanggung jawab rakyat jawab tuduh itu sederhana mengapa tingtidakalau tunjuk ijazah asli anda ngtidakk dateng pentidakdilan suruh wakil anda kan selesai sederhana kan\n",
            "repot kalau benar asli y tingtidakalau tunjuk depan publik nih kamu ijazah\n",
            "emak 2 bayar kamu nenek keparat tai kamu\n",
            "kalau memang punyaa ijazah asli tak bawa persidantidakn\n",
            "ijasah butuh temen sekolah butuh ijasa asli sebatidaki alat bukatai\n",
            "biukatai ijazah asli pentidakdilan\n",
            "adariiana kamu periksa\n",
            "ibu sebatidaki saksi teman kuliahnyaa jokeowi fak hutan ugm jogyakarta katanyaa kamucu jutidak banyaak saksi wartidak sokeamu titel jokeowi masa walikota sana dar bukan ir bebegitu titelnyaa ubah ubah apa ibu saksi\n",
            "namanyaa bijazah penghartidakan dari netidakarenaa jadi wsajar pertanyaakan tingtidakalau dibukataikan santidakal pentidakdilan sumpah \n",
            "tanyaa bukan pernah kuliyah izasa nyaa bu  pernah kuliyah semester 3 g lanjuntukan fakataor ekonomi orang tua gx mapu jadi pernah kuliyah gx punyaa izasa\n",
            "kasi jutidak orang2 makan isu\n",
            "bebegitulah gerombol egy sujana makanyaa langsung penjara ssaja tidak gunanyaa\n",
            "apa muntidakin kamukamusan kelas ugm mohon maaf cara komunikasi bahasa inggris nyaa santidakata pas pertama kali jadi wali kota sokeamu kalau sekarang maju \n",
            "ntidakpain kalau kalian yakin memang ijazah palsu bukataiin dimana2 kakakamu orang nuduh orang jahat tuduh membukataikan kata2nyaa bukan balik\n",
            "naaaahh ini nih kamu lacak lagi massa kamukamus fak hutan gelarnyaa dar ini jadi bukatai pentidakdilan dipertanyaakan kenap nyaakamun walkot pake gelar dar usut ini rakyat indonesia cerdas pintar\n",
            "kasihan deh kamue lama lama berak kau hitam lena lever akut kasihan deh cik cik cik cik\n",
            "otak batoke kepala kau gembengbengbeng korslet makanyaa akal sehat hilang kau gokeamuntidakn odgj akut kamu segera bawa rsj\n",
            "tidakamupang izjah asli lihat dipentidakdilan repot\n",
            "ijazah palsu 2024 tidakk lakuuu\n",
            "manusia kurang kerja mentang mentang bawa perkara pentidakdilan jatuh mama prediden jokeowi\n",
            "mntidakn hnya rindu lihat ijsahs jokeowi karenan temu beliau mntidakn jadi ijsaha sj atidakarena senang hehehehe\n",
            "pusing tarik\n",
            "rasa pak jokeowi hanyaa tingtidakalau tunjuk ijazah asli ssaja dipersidantidakn kalau mmg beliau sibuk kan kirim orang mewakilinyaa\n",
            "kadariun ra duwe utek \n",
            "bohong mentidakpa kebohongtidakn ber gerombol tunjuk ijazah nya\n",
            "yah kalau memang bukataikan bu bawa persidantidakn\n",
            "kagsk usah2 ribet mbk yu bawa jakowi asli publikasi median biar rakyat liar kaya bola pingpong\n",
            "isu jadi isu lama ijazah asli ghoib\n",
            "aku percaya ijazah jokeowi palsu jokeowi tidakk nunjukin ijazahnyaa\n",
            "kalau bilang palsu tingtidakalau bukataikan asli  masalah tidakamupang \n",
            "hanyaa kadariun monas 212 sableng percaya ijazah jokeowi palsu\n",
            "kkamu ntidakku palsu apa datang n tunjukin\n",
            "asal orang anti al qur an\n",
            "perkara yaang santidakata mudah jadi rumit mudah tunjuk kataapi aseli\n",
            "dongeng pikir rakyat palsu bukataikan lewat izazah bukan isu fakataa rakyat cerdas waspada\n",
            "sebatidaki rakyat g duli ijazah jokeowi asli palsu jokeowi jujur publik inginkantau ijazah jokeowi asli atau palsu segera dibukataikan rakyat atidakarena rakyat tidaksemakin tidakduh pro kontra dulum masalah ini ketidakduhan jadi dinegri ini giring hancur bangsa netidakarenaa makadari henti ketidakduhan perintah khususnyaa kuasa presiden sendiri masalah segera selesai dampak nyaa buruk daulat nkarenai sehubuntidakn ketidakduhan sumber bambang tri jokeowi jokeowi sendiri selaku pimpin tinggi segera henti ketidakduhan ini tunjuk segera ijazah aslinyaa rakyat indonesia lepas benar tidaknyaa tuduh bambang tri selesai\n",
            "emang jokeo prnh kuliah ugm  yang kuliah fak hutan ir harry mulyono alm sudah pd tuiir jng bual saksi allah swt lho \n",
            "kalau kalian yakin ijazahnyaa palsu kalian bukataikan dimana2 kakakamu orang nuduh orang jahat si tuduh membukataikan bukan sebaliknyaa\n",
            "orang gobkamuk bawa2 nama allah swt  kau turun 4 azab allah\n",
            "kamu jantidakn fitnah lihat tuhan tuh\n",
            "cantidakemu kedentidakian buat otak warasamau hilang\n",
            "jutidak jugan asal ngomong semua omontidakn ditanyaa dipertanggungjawabkan akhirat kelak ketika ikut ngomong bekamum benar atau malah salah tunggu hukum allah kelak\n",
            "emang fakultas hutan ugm hanyaa satu antidakatan ssaja  dalam satu antidakatan beda kelas bekamum saling kenal sering tidakbung giat mahasiswa giat sosial keatidakamuaan kampus kalau orangnyaa diam serius rumahnyaa jauh sehingtidak datang suka lama pulang lebih cepat jarang nontidakarenaong sehingtidak jarang ketemu dentidakn teman dikamuar kelasnyaa kelas bekamum mengenalnyaa\n",
            "manusia punyaa otak\n",
            "benar tidak pernah buat baik fitnahnyaa jln trus mexennernawati5622\n",
            "lha teman kuliahnyaa ngomong langsung kamu kan benci biar asli tetep bilang palsu namanyaa jutidak benci matinyaa su ul khatimah\n",
            "kkamu dah benci susah dvkasih tau ya efek kalah pilpres ni\n",
            "kamu gerombol orang tkamul \n",
            "sdm rendah y cuma ngekor tnpa liat fakataa\n",
            "orang ngtidak mau pake akalau shtnyaa ngotot napsu egois\n",
            "kamu soke tahu umur berapa soke tahu coke\n",
            "semotidak kau laknat allah kkamu fitnah orang\n",
            "ngtidak heran anak abah bawa2 allah seolah2 allah hanyaa pihak kepda nyaa padahal si dari tifa mentidakataakan ijazah palsu gelar dokeataer nya mas d pertanyaakan gilir abah nya d omongin seolah2 surtidak milik mu cuk\n",
            "lah akibat pasu sakit hati ngtidakk benar peran jadi tipu peran mengtidaknti setan\n",
            "nih pola pikirnyaa roy suryo\n",
            "susah jadi orang baik negri ini kakakamu hati nyaa udah keras dentidakn benci sifat iri apa jadiin bahan buat mendzolimi orang ngerti deh pola pikir negeri ini kapan mau maju nyaa negri ini sampe pimpin jelekin maka atur mah udah umur bnyaakin pahala buat bekel akhirat\n",
            "ijazah asli bekamum lihat cek lab tuduh lanjut mati\n",
            "mna prcaya kkamu bkamum tunjukin izasa asli jokeowi\n",
            "sekolah bkamum punyaa ijasah kkamu tingtidakalau live tv tunjuk semuanyaa ijasah contoh kan pak amien rais\n",
            "catat dulum sejarah kelam\n",
            "tunjukin ijasanyaa dipersidantidakn selesai mestinyaa\n",
            "percuma jelas kaum yahudi kadariuniyah gokeamuntidaknnyaa\n",
            "kakakamu asli tunjuk asli nyaa\n",
            "lihat foto bukan jokeowi  lihat passs hari mulyono\n",
            "srkarang tidakk tunjuk ijasah aslinyaa dipentidakdilan penting bukan teman2 dulul\n",
            "mau bicara busa percumah mau tunjuk ijasah asli nyaa bukan tunjuk temen temenyaa  temen mah banyaak\n",
            "tingtidakalau lihat ijazah asli bekelit2 selesai\n",
            "pak jokeowi hadir saksi ntidakk bekal bukatai gimana pak kasihan pak saksi udah ngomong ntidakkamur ngidul ujung2nyaa minta ijazah aslinyaa mana diam tidak tau belum pernah lihat ya alkamuh\n",
            "yo bukataikan dipentidakdilan ijazah aslinyaa\n",
            "bukataikan ijazah nyaa asli bukan omontidakn\n",
            "ijazahnyaa mana ngtidakk ditunjukin kasih lihat bukatai dong biar rakyat tau bukan cuma saksi kosong belaka\n",
            "datang pentidakdilan\n",
            "hmmm ngomong opo sampean\n",
            "kalau berani yang mentidakataakan ijazah pak jokeowi asli tokeamung bawa tunjuk ijazah asli berani mubahala sumpah\n",
            "kesannyaa usaha bangun opini publik biar diangtidakp asli padahal minta ijazah aslinyaa kamuh\n",
            "emang kamucu ko jadi bukatai orang dipertanyaakan ijazah nyaa bukataikan ahli kertas ahli forensik digital\n",
            "lakamu kakakamu asli urus nyaa apa sama kamu bantidak\n",
            " christinnatalinacn ko kamu gobkamuk sih\n",
            "sejarah kelam roy tifa amin rais karenan sbnta lg msk bui \n",
            " bambangherwanto5029 jantidakn2 ijazah aslinyaa hilang\n",
            "kamu maling kan tunjukin kamue maling apa bkamug\n",
            "sudah pentidakdilan saja kamu nuduh takut kan\n",
            "sudah untung pentidakdilan sogokean terima tak pernah habis kiamat \n",
            "dasar bidoh\n",
            "saksi saksi sering bully pentidakcara bt\n",
            "emang jabat nunjukin ijasahnyaa publik\n",
            "tunjuk lantidakah ku cari\n",
            " robbybewoke1196 di pentidakdilan\n",
            "ntidakpain nunjukin ijazah setidakalaua kamu kamuyalitas integritas kerja tunjuk itu\n",
            "tingtidakalau bawa ijazah asli depan hakim trus tes carbon selesai masalah tidakamupang toh \n",
            " momonssetiarachman4114 universitas2 tutup sj kalau pemikuran kerdu\n",
            "kalau cuma omon mah aku jutidak\n",
            "tuduh alat kelaminnyaa palsu apa jutidak tunjuk jutidak werza35\n",
            "beberapa ekor termul udah ntidaking tuh atas \n",
            "tuduh membukataikan jantidakn balik\n",
            "membukataikannyaa dalil belsajar hujum sebekamum komen\n",
            " werza35 enak selesai hukum tidakntung penyaebar hoax fitnah bikin tidakduh bnyaak orang jadi odgj\n",
            "kalau komen pelsajari duka hukum jantidakn ngomong asal jeplak jadi tahu dungunyaa\n",
            " cie cie yangpenasaran pingin lihat  good kamuck sakit hatinyaa biar akut\n",
            " robbybewoke1196 proses hukum orang orang fitnah pak jokeo wi\n",
            "percuma jelas menyaukai mu butuh sedang benci percaya itu bodoh satu rasa dentidaki jelma jadi dungu akut\n",
            "kadariun lanjur sakit hati susah jlaskan\n",
            " werza35 ala ntidakpain ngelayani orang2 stres gerombol sakit hati orang2 guna biarin ntar gila sendiri\n",
            "biarin odgj mati penasaran gentayantidakn \n",
            "ditunjukin jutidak bakal bilang palsu namanyaa hater\n",
            "yakin tunjuk bal makin ribut ini ranah intelejen hati hati bos kambing yng tertawa kalian hanyaa kambing hitamnyaa egi cs roy suryo biar kekamuar duka bosnyaa sekali penjara\n",
            " zulkarnain-c2c ternak roy panci amin ngibul\n",
            "nnti pentidakdilan ntidakpain mesti tunjuk odgj\n",
            "udah lansung proses hukum siapa bohong biar jeruji penjara nanti orang tahu betul temen seantidakatan bukan politikus tidakk pernah bareng masanyaa emang indonesia sayah masih isu model begini percaya tidakk kamugika\n",
            "emang pak jokeowidodo level mu orang bertriak 2 ijazah palsu ngtidakk level nyaa bung  beda jauh dentidakn guk guk suka gonggong\n",
            "herwotodiah183 punyaa mu mana \n",
            " bimanibos996 tuduh karenan ijaza tunjuk sya ksih contoh kamu beli motor orang trus motor kau beli hnyaa lihat tidakamubar truss pemiliknyaa msih bagus ap kamu percaya samantra ad yakin kamu dari ahli mesin mtidakatakn kyk nyaa motor bgus sudah trun mesin duluihat dari body motor pretel ap kamu percaya jual tersbt\n",
            "harus tunjuk ijazah memang perintah pentidakdilan kkamu udah bencinyaa darah daging mau gmn lagi\n",
            "malakadesignstudio2113 betul\n",
            "bilang palsu dong bukataiin \n",
            "kakakamu gmn kakakamu bapak mu d tuduh hamil anak tidakdis tetangtidak mu ckup tes dna kan beres usah ribut\n",
            "pentidakkuan ugm teman2 seantidakatan wisuda fakataa bukatai lebih valid karenaedibel\n",
            "kan tuduh bawa bukatai ilmiah tingtidakalau dikarenaoscek dentidakn ijazah jkw bimanibos996\n",
            " suparwantowanto9202 kan dalil bawa bukatai kamu kurang update\n",
            "kalau prasantidaka buruk mau pakai uji apa percaya yang polisinyaa jujur tidak netral macam2 jadi kalau tunjukin jutidak percuma bakal percaya dan santidakata yakin kalau polisi pentidakdilan menyaatakan ijazah asli mereka tetap tak percaya karena pernyaataan pihak terbit ijazah jutidak percaya\n",
            "husintidakalauigo5683 bagusnyaa biar kecuritidakan prasantidaka hasilnyaa terima semua makanyaa usul ijazah lainnyaa periksa kamuar negri\n",
            "husintidakalauigo5683 nyaatanyaa jujuntidakn mu terlakamu sering kata bohong jadi walaupun kata benar orang tetap percaya\n",
            "mau ntidakpain dull\n",
            "mau nyaari duit cecer sana banyaak duit sogokean \n",
            "si bedul gobkamuk datang kesana ntidakpain pentidakdilan mana mau menyaidantidakan tampa bukatai\n",
            "hey onta kamu pikir mau dateng \n",
            "ntidakpain jutidak dateng pentidakdilan \n",
            "buat lihat orang orang mengapa mau cari ijazaah palsu mengapa mengapa\n",
            "anak abah kamucu2 ya\n",
            "tar pentidakdilan terbukatai asli kamu bilang pentidakdilan disetting ntidakpain layan orang gobkamuk\n",
            "emang pentidakdilan isi malaikat rakyat cerdas\n",
            "anak abah otak dantidakal \n",
            "kumpul orang bodoh lgi komen\n",
            "bego\n",
            "mubahala ndasamau\n",
            "kalau pakai muhabala percuma pentidakdilan negri  zainurrofiq5364\n",
            "apa urus kepentintidaknmu ditunjukin gobkamuk jugan pelihara\n",
            "kalau nyaatakan ijazah nyaa palsu tokeamung tunjuk palsunyaa mananyaa\n",
            "otak ekamu periksa tuh jugan2 isinyaa kecoa\n",
            "otak kamu makan benci\n",
            "sibuk ngurusin ijasa neding kerja sukses jadi punyaa rasa iri\n",
            "samsyudien mau punyaa pimpin ijazahnyaa tidakk jelas  sehingtidak negri porak poranda dulum setidakalaua hal apbn devisit hukum jual belikan laut patidakarena  dokeumen netidakarenaa datidakntidakan dulusb buat hutang netidakarenaa jibun apbn wakatai 2 bulan devisit 31 triliun janjinyaa hebat laksana 0 0 alias porak poranda dulum setidakalaua \n",
            "sanggup bayar brp cokek\n",
            "santoso221 wong mubahala mau bayar kayak jaksa hakim ssaja mintak bayar bebas pon dakwa\n",
            "mas bro tuduh palsu bukatainyaa mana  jantidakn fitnah bro  fitnah dosa\n",
            "berisik 31 kalau memang benar2 tidakk palsu senang milik ijazah bikin heboh antero saat sidang pentidakdilan tidakk berani tunjuk ijazah itu padahal kuasa hukum saksi 16 orang kenapa sembunyaikan malah nyaebut nama dopingnyaa tidakk sesuai katanyaa pak kasamaujo ugm cari data tidakk banyaak santidakata mencuritidakkan rakyat  jilat termul\n",
            " la koe opo nduwe ijazah iso dadi gubernur opo presiden ra\n",
            "creatorchannel-yb3vn memang otak ternaknyaa muncul semua comberan tidakk bersih orang tukang ngibul puja puji mobil esememanga mana pabriknyaa resamaikan mesan 6000 unit jelas mana ada mobil esememanga jawabnyaa mbulet2 kayak benang kusut\n",
            "mrsugianto1615 bkamu on akut ini asli ijazah mubahalah he begoke dibukataikan itu pantas benci makin banyaak otaknyaa sompral \n",
            "lihat fotokeopi ijazah tidakk lihat meterainyaa\n",
            " mexennernawati5622 ya tunjuk asli makanyaa takut tandanyaa kemuntidakinan emang palsu jadi takut nunjukin\n",
            "emang kamuo siape wkwkwk suka skip aje bos\n",
            "sumiati8987 rakyat nkarenai cinta nkarenai pancasilais yang tidakk senang dg kebohontidakn kibul ibul\n",
            "usah minta mubahalah sekarang ssaja kalantidakn mu lihat kena bala nyaa akalnyaa mampu cerna baik fakataa \n",
            "rindacahaiana kalau pakai mubahala laku hukum allah biar ssaja siapa kena azabnyaa pakai hukum pentidakdilan lari sana lari sini malah hakimnyaa banyaak kena kasus suap makamu2in katanyaa wakil tuhan dunia ternyaata ternyaata jadi tersantidaka berapa hakim pentidakcara jadi tersantidaka apakah bebegitu kamu andal bb tri gusnur kasusnyaa ijazah palsu malah tersantidakakakan nista atidakamua hina itu hukum manusia durjana\n",
            "mubahalah mata\n",
            "kamu jadi pocon\n",
            "darasyila395 sumpah pocong iyu syirik broo jantidakn biasa laku syirik sumpah bila orang muslim dg al-quran bukan pocong nanti kamu selaka kejar hantu pocong\n",
            "tcokeonfeksi5054 mata suwek kenapa takut kalau benar2 barang aslinyaa kalau takut berat benar2 tidakk aslinyaa berani benar takut ngibul adanyaa\n",
            "rindacahaiana kalau mubahala hukum allah laku kalau hukum dunia  apa konoha hakim mau nyaidang kasus tom lembong makah jadi tersantidaka kasus suap ttg ekport cpo 60 m suapnyaa mas bro wakil tuhan jadi tersantidaka pimpin pendukungnyaa sama rakusnyaa rai gedeg\n",
            "orang kockamuk ngtidak usah gubris\n",
            "lebih heran penggutidakatanyaa ditantidakap dentidakn pasal nista atidakamua coba kakakamu dibukataikan dipersidantidakn ijazahnyaa kan enak nyaiduknyaa jadi sinkarenaon pasal cemar nama baik\n",
            "kamumayan dapet bayar\n",
            "tunjuk asli beressss\n",
            "bawah ijazah samaa nyaa pentidakdilan bukan koar koar kamuar kayak kecut  bukataikan kalau benar asli bukan hanyaa ngoceh kamuar \n",
            "bukan makan hitung jumlah kebohontidaknnyaa\n",
            "kalau bnr bukataikn bwa liatin kublik\n",
            "bukataikan kalau jokeowi kuliah hanyaa teman kuliah nyaa kalau jokeowi kuliah ketannyaa rang ditanyaa ijasah asli jokeowi pamer izasah temannyaa teman2nyaa tu tau pertanyaaan tidakk sih\n",
            "lha iyo apa nyaa mau bukatai kn emang persiden punyaa ijaza tidak waras mau lamar kerja ssaja pabrik ssaja pakek ijaza masuk akal keblinger\n",
            "artikel kait httapis nasional kompas com read 2022 10 23 06000071 teman-kuliah-jokeowi-heran-mentidakpa-banyaak-orang-termakan-isu-ijazah-palsu media sosial kompas com facebooke httapis www facebooke com kompascom instagram httapis www instagram com kompascom twitter httapis twitter com kompascom line httapis line me ti p kompas com tikataoke httapis tikataoke com kompascom\n",
            "mr president santai ssaja punyaa ajudan utus wakil sebatidaki kuasa hukum akhirnyaa kere gelandantidakn politik mau numpang onar suasana jadi takut kalau karir profesinyaa merosot tak berhartidak tidak laku \n",
            "masalah tidakamue over habis perkara\n",
            "saksi nilainyaa nol besar satu-satunyaa jalan menyaelesaikan polemik ijazah pak jokeowi asli palsu dibukataikan pentidakdilan bawah sumpah sehingtidak masyarakat yakin benar teruntidakap\n",
            "buzzers cebongers kegirantidakn eeehhh ternyaata ijazah ugm paallsuuu oyyy wk wk wk\n",
            "semotidak tni polri basamai tikus2 jantidakn bubar rumah nyaa tikus nyaa jutidak\n",
            "pentidakdilan saja yang mau dentidakarena mukamut orang tuntut bukan kamu\n",
            "masalahnyaa pa jokeowi bkamum tunjuk izazah aslinyaa  bikin rakyat percaya sama pa jokeowi semotidak tgl 31 okeata 22 pa jokeowi b tri hadir persidantidakn kalauarifikasi tuduh izazah palsu beres ko\n",
            "sayae percaya pak bbt d lihat nyaa orang jujur daripada jokeowi coba bukataii n lah k pnj ijasa nyaa asli jtidakn aspal \n",
            "butuh bukan temen2nyaa tunjuk ijazah ori da clear jadi wengs samaua\n",
            "tunjuk publik izasah asli hanyaa 10 menit selesai\n",
            "urus presiden banyaak kakakamu ketimbang pembukataian ijazah teman seantidakatan guru lebih cukup pembukataian karna mereka sama pak jokeowi bukan si lapor\n",
            "memang penjara mukamut kotor mukamut fitnah mukamut hoax dkamukamu sarumpet sekarang bambang tri tingtidakalau tunggu bambang tri insaf mentidakkui rekayasa buniyani tidak masalah surat almaidah dia rekayasa tingtidakalau bambang\n",
            "bukan nista atidakamua tapi cemar nama baik\n",
            "pamer gobkamuk dul\n",
            "belsajar\n",
            "keledai ohh keledai mengapa nista atidakamua atidakamua bawa bawa\n",
            "ijazahnyaa mana ngtidakk ditunjukin kasih lihat bukatai dong biar rakyat tau bukan cuma saksi kosong belaka\n",
            "nsrdnslthn2931 pake otak tidakk pake kertas\n",
            " nsrdnslthn2931 hahaha kekamumpoke egy durjana muncul jutidak\n",
            "kompas tv bodong\n",
            "kompascom tempo media hitam antek asing\n",
            "uda tua jujur bu kalau tingtidakalau tunjuk repot kali sih\n",
            "ramlanvivo-l7d benci skarat tunggu ijasah palsu nanti jutidak pd kekamunjotan sabar duka sabar duka biar egy durjana rafly piraun panci bocor amin rakus stres duka\n",
            "hanimulyono2595 lah si penipunyaa nunjukkin kopi kertas skarenang data data kertasnyaa mana n kertas aslinyaa mana otakkau lah jugan karat tipu tahan lama karenan akal manusia terkodariat hanyaa mampu menjatidak baik baik ssaja\n",
            "liput kompas malah bikin keruh tulis nama narsum hrs lentidakap adariiana ada background siapa adariiana basic banget mengapa kamukamus editor tidakk mutu kayak media abal2\n",
            "bukan cuma testimoni aj bu validasi asli tidaknyaa ayo tunjuk\n",
            "bazzer 1 orang punyaa ratus akun palsu\n",
            "gobkamuk kamu\n",
            "kadariun mengapa\n",
            "tidakk pernah sekolah\n",
            "setujuuuuuu tapi tvone malam grup lapor udah malai takut seperti nyaa itu lihat kasihan deh \n",
            "gobkamul kamu\n",
            "dereckdepyn4591 tunggu broo biar benci stres duka jutidak bukatainyaa benci sekontidakol dentidakn korup beri hadiah kamar besinyaa\n",
            "mrnuduh palsu hrs membukataikan bukan sebaliknyaa\n",
            "ntidakpain numjukin ijazah orang gobkamuk odgj\n",
            "sayah situ nuduh bukataikan dong\n",
            " biarin ntidak usah ditunjukin  biar mati penasara  kapoke\n",
            " yuliadiisamaono2125 biar mati penasaran  kamucu lihat kaum sakit hati \n",
            "hahahaha koplak kabeh susahnyaa apa nunjukin ijasah asli pake ijasah ku po aku jutidak ugm ijasahku asli \n",
            "tontidakol makan sendiri\n",
            "liat videonyaaaa teman kuliahnyaa bicara fotonyaa jutidak adaaa kamu bego\n",
            " coecoe-u9j kau koplak dipersidantidakn biar dibukataikan baru penjara\n",
            "woy jadi buzzer jantidakn bego dong udah berapa kali dibukataikan kamu sewot\n",
            "prl tunjukin biar samaakin penasaran seharusnyaa mikir samaenjak jadi wali kota presiden kamukamus\n",
            "lah orng indonesia gobkamuk semua ksh berita hoax percaya\n",
            " agusardiansyah1692 coba tunjuk ijazah mu \n",
            "aku tuduh izasah ku palsu aku tunjuk nih izasah asli periksa sekenyaang mu bebegitu ko repot\n",
            "nunjukin orang koplak\n",
            "sebentar kompkamutan fitnah masuk penjara kadariun mulai pusing cari cara hancur pkde  sokeamusinyaa atidakarena kadariun buat tidakduh negri dipulantidakan kenegri asalnyaa\n",
            "wong tidakk adaa mau nunjukin gimana kata ugm sekarang ilang tuh ijasah nyaa agusardiansyah1692\n",
            "orang kayak kamue kasih asli bilang palsu\n",
            "nama kamuh pake imam pake nama um um jugan imam bagus  ngebela dolim kamuh gobkamuk imamjunaedi-nt3ry\n",
            "dereckdepyn4591 mahkamuq nama kadariun kerjanyaa cuma nyainyair hujat fitnah muntidakin pengin nyaaingi iblis laknatulkamuh \n",
            "betul bukatai kan yang palsu penjara biar bikin kisruh yang salah penjara selesai\n",
            "erlangtidak-x3r bikin kisruh kadariun tlah fitnah bukan fitnah membukataikan dariun\n",
            " imamjunaedi-nt3ry hai oon kamuh orang dikit2 kadariun2 gobkamuk jutidak kamu yah  apa hubuntidaknnyaa ijasah palsu sama kadariun oondasar\n",
            "imamjunaedi-nt3ry kalau tuduh bohong bikin kisruh penjara\n",
            "kan dibukataikan dipersidantidakn 2 kali\n",
            "tokeamull msose73\n",
            "usah dintunjukin biar tambah sakit jiwanyaa tukang pitnah tu\n",
            "lah nurutin orang gila habis ditunjukin izasahnyaa asli nyaari nyaari masalah sadar bos hidup penjara enak bunuh copet tipu jadi satu\n",
            " msose73 ya kan banyaak pembukataian itu nah kakakamu tidakntle dong kaya anak nyaa gibran langsung publik nazwa shihab masa lebih berani anak nyaa bapak nyaa\n",
            " msose73 itu kkamu sipil biasa jabat publik kelas presiden bayar tidakji uang pensiun rakyat apa susah nyaa hadeh gin kkamu pasang badan\n",
            "woii setidakamupang ferguson kamu punyaa ijazah trus kamu tunjukin skng publik kamu mau tidak\n",
            "sekolah tinggi biar paham punyaa ilmu sbelum asal omon2 lah\n",
            "sy cuma kasihan sama tidakk tau apa2 ikut2kan soke tau meyakininyaa entah kubu mana benar tetap benar\n",
            "benci mentidakngtidakp bohong setidakalaua bukatai asli apa untuk apa tunjuk biar ssaja\n",
            "tunggu sebentar bakal ditunjukin dipentidakdilan mengapa sabar\n",
            "bodoh tidakataau main politik politik pahit kejam\n",
            "kertasnyaa asli\n",
            " setiyoutomo6707 kamugika pakai biar tau kkamu pake kamugika susah mikir nyaa akhirnyaa narasi buat\n",
            " agusardiansyah1692 ntidakku2 kamukamusan ugm bakal koment murah sprti ini\n",
            " agusardiansyah1692 akamumni ugm abal2 ngerti hukum\n",
            "kamucu dimana2 ribut ijazah palsu emang kakakamu terbukatai asli udah siap tantidakap karna cemar nama baik\n",
            "harusnyaa tunjuk ijasah nyaa udah beres nanti pentidakdilan\n",
            "sandiwara ini\n",
            "apa urusannyaa dg teman2 tidakk butuh teman tapi butuh pak kamurah tunjuk ijasah aslinyaa cuma repot amat masyarakat udah ribut biar ribut si apa alanyaa dan apa sulitnyaa emang salah sama ijasahnyaa to  semua jadi tanda tanyaa besar\n",
            "katenyaaa indonesia netidakarenaa hukum pengguutidakata nyaa penjara yah bukataikan pentidakdiilann sayah kamugika sehatnyaa berani benar takut salah buzzerp mana faham soal itu wkwkwk\n",
            "kalau ijazah sd samap samaa aku pak jokeowi punyaa kalau ijaza ugm mbuh soalnyaa ngtidakk mau trbuka sh\n",
            "iya kamuh sayah manusia jahat ya ijasah ssaja asli semua masa ijasah presiden palsu jadi presiden kamuh hrs usut teliti duka orangnyaa backgroundnyaa orang bodoh mudah hasut pakek kamugika dong sudah terlakamu baik bapak jokeowi diam terus\n",
            "kalau pak polisi pak bambang lepas duka masak sebatidaki penetidakk hukum tidakk ngerti hukum asal main tantidakap saja datang hakim nyaa nanyaa mana penggutidakata nyaa penggutidakata nyaa jutidak tidakk pura pura tidakk tahu apa harus pak hakim bilangin ama polisi pak bambang gus nur jugan ditantidakap duka pusing pusing lihat hukum dinetidakarenaa main alep cendong\n",
            "tidak tidak teman kuliah sd samap samaa serta guru guru kep sek dosen nyaa hati hati kalau jujur selamat seandainyaa bohong ancam \n",
            "bukan jentidakel bu photo nyaa jokeowi kaca mata kumis kurang yakin bu ijasah asli bekamum pernah nampakkan ya bu itu jadi bahan ragu masyarakat faham kan bu kalau ibu bantu atidakarena pak jokeowi nunjukkan ijasah nyaa asli pasti selesai masalah nyaa faham kan bu\n",
            "suruh datang si anjing karenaempeng firaun pinokeio pki tukang tipu jokeo widodo sidang \n",
            "lagi kpu tidakk segobkamuk sampe ijazah palsu kamukamus mencakamunkan diri jadi capres iya tidakk sih saking bencinyaa sama presiden jadi bnyaak orang dadak gobkamuk akut\n",
            "gimana yah jadi banyaak argumen aku jutidak hormat pak jokeowidodo bantah dentidakn argumen dentidakn data pn ku yaqin pak jokeowidodo punyaa data\n",
            "lha tingtidakalau unjukin aseli mana koq repot \n",
            "tingtidakalau tunjukin ijasah asli pak simple\n",
            "kebohontidakn candu\n",
            "teman seantidakatan jokeowi lihat umur dentidakn guru samapp nyaa wkwkwk kocak presiden jokeowi jadi sejarah gemas bangsa indonesia\n",
            "masalah sederhana harusnyaa buat rumit dentidakn timbul kebisintidakn tunjuk ssaja ijasah aslinyaa pentidakdilan biar menggutidakata terbuntidakam tuntut balik biar jera tuntas bro tidak kebisintidakn kamu\n",
            "knp ikut jentidakel bu biasa kalee\n",
            "ribu alas cari ribu dukuntidakn buat buat ijazah asli tentu memakamukan hidup zaman modern apa apa kamu bukatai bukan dar saksi saksi\n",
            "lepas duka pantesan tidakk kalauar2 pngikut roy s kpalanyaa kosong\n",
            "\n",
            "kakakamu tunjuk terus apa percaya v\n",
            "hahaha jawab simple ssaja muter2 kira2 indikasi apa  tingtidakalau tunjuk ijazah aslinyaa selesai tidakk nyaampai 3 menit bukan malah undang teman2 antidakatan makan sama mereka ramai tunjuk ijazah kan bukan ijazah teman2nyaa masalah hahahaha\n",
            " karenaidosantoso9617 eeh bkamuk ijazah palsunyaa nemu mana\n",
            "muntidakin kakakamu langsung ditunjukin beritanyaa selesai kan tidakk rame \n",
            "ntidakpain ditunjukin biar puyeng sendiri  kalau brani tuntut kepentidakdilan tu lawan ugm kalian tuduh buat ijazah palsu  enak saja udah nuduh bukatai mau minta minta bukatai orang jebkamuskan jarah\n",
            " dayuutu rupanyaa termul panas otak udah kosong \n",
            "ntidakkamurngidul3961 kamu siapa hebat benar kamu kaya hakim\n",
            "jadi masalah apa mau ditunjukin emang tidakk punyaa ijazah asli mau nunjukin palsu ya takut penjara\n",
            "jumhadimsajalentidaka9437 tahu otak atas rata mana brani cuma sayang percaya bang risamaon katanyaa 100 milyar persen palsu eh kamupa ngecek geogle  \n",
            "andiksubekatai-w4p bawa ajj duka pentidakdilan ijazahnyaa adu perdata porensik kamur berani lawan ahli porensik risamaon pentidakdilan\n",
            "jumhadimsajalentidaka9437 tanyaa sekolah kakakamu kamukamus ijazah bikin ijazah kekamuarin ijazah siapa apa kamu sendiri \n",
            " andiksubekatai-w4p  kkamu kamu kamukamus kuliah ijazah tidakk trus ijazah kamu simpen jadiin buntidakus nasi  masa nunjukin ijazah tidakk bisa \n",
            "karenaidosantoso9617 tuduh hai menyauruh doang pernah tangtidakpi\n",
            " dayuutu tunjukin sembao aman\n",
            "memang sentidakja puter biar nuduh sters terus strokee\n",
            "benci memang sifatnyaa setan hanyaa beda pilih pimpin banyaak wartidak ri setan\n",
            "mbahmargono betul bro\n",
            "memang biar benci repot  tambah sakit hati \n",
            "rt 16 y rt 24 kaum stres wkwkwwkk\n",
            " donleeito sudah banyaak temu pembukataian mana hilang bebegitu pas jabat sekarang arti kan benar benar jadi dong palsu ijazah nyaa\n",
            "onta onta mmg kamu fitnah anak haram  kamu sibuk test dna jelas trus kkamuntest dna tidakk percaya tukang fitnah itu mau kamu fitnah kejam bro jantidakn mengtidakamupantidakan\n",
            "akun bodong cuman cuap2 ketawa bodohnyaa \n",
            "sehat selaka pak jokeowi\n",
            "pas masa kamukamusan kalaus 6 sd duka tamat samaea pak\n",
            "hehehe maka yaa psudahl ijazahnyaa baru bikin tu\n",
            "begini bilang ijazahnyaa palsu percuma punyaa didik cuman cari untung bravo jokeowi rakyat kecil hanyaa dukung do a\n",
            "semotidak ketua bem ugm kekamuarkan mahasiswa\n",
            "wiii manteppp\n",
            "betapa makamune yo pemfitmah nek liat ini\n",
            "ancen wong waras ngusik masalah ijaza kui heran wong dentidaki\n",
            "kirim suryo nig wkwkw lama lama gila tuh si suryo\n",
            "sy sakamut dentidakn bapak jokeowi rendah diri saling hormat tutur katanyaa sombong kamuar biasa samaotidak sehat slakamu bapak jokeowi amiin ewako\n",
            "\n",
            "slm sakamut buat bapak jokeowi sama kkamuartidak samaotidak sehat slakamu dulum nauntidakn tuhan maha kuasa\n",
            "srmotidak allah swt selaka lindung pak jokeowi kekamuartidaknyaa orang2 sirik hatinyaa aamiin benci pak jokeowi semotidak dapat karmanyaa baik dunia akhirat aamiin\n",
            "kalau kamukamus resamai ugm  ntidakpain bikin ijazah palsu \n",
            "sehat selaka pa jokeowi\n",
            "tingtidakalau roy suryo masuk bui\n",
            "tks bantidakata akamumni ugm\n",
            "karna tidakk kasus korupsi cari cari lah kasus toke bikin kasus ijazah palsu ampun dah orang kalau benci mau viral\n",
            "tingtidakalau mentidakdili tukang2 fitnah cemar nama baik pak jokeowi leceh nama ugm\n",
            "pa jkw orang sabar biar hina senyaum blng pki cino bel diam sja\n",
            "sehat selaka pak jokeowi\n",
            "dunia panggung sandiwara\n",
            "panas ngtidakk tu kekamumpoke si dsajal sorban\n",
            "kelapasan tu ibu nyaebut mas mulyono\n",
            "vidio lama 2022 wakatau bekamum koreksi tim hebat\n",
            "hormat bapa jokeowi teman temanyaa bukatai otentik bawa pentidakdilan cepat nyaa biar publik tak tertidaknggu sama pemeritahan sekarang berantas korupsi akar akarnyaa\n",
            "pak jokeowi orang jujur allah selaka melindunginyaa\n",
            "tidakamupang lihat ijazah asli ribet bantidakata\n",
            "jantidakn bayak bcr mul tunjuk ijasahmu sj repot\n",
            "roy suryo bilng edit\n",
            "roy mulai waras lihat \n",
            "ini fakataa sesungguhnyaa\n",
            "santidakata bangtidak punyaa pak jokeowi temas se antidakatan terima pak jokeowi rendah kan mahkkamuk2 biadap tak punyaa moratl kami harap semua sampah bangsa netidakarenaa selesai dg penjara\n",
            "kapasitas jokeowi mantan presiden ri jantidakn sama dentidakn orang biasa kalian hampir tak gunanyaa buat bangsa beda dentidakn jokeowi catat kalian hanyaa lembar kertas beda dentidakn apa toreh jokeowi bangun negri ini lha kalian tintidakat rt rw bekamum orang kenal semua kalau jokeowi hampir antero jatidakata nusantara kenal semua tua-muda laki-bini cicit cecet kenal jokeowi bedanyaa pola berfikir kalian dentidakn jokeowi kalian pintar bicara fasih dentidakn beratidakamu bahasa asing hebat ilmu didik kalian nyaatanyaa kalian tetap bukan siapa siapa bandintidakan dentidakn jokeowi sering kalian bilang pkamuntidak pkamungo siapa sudan berhubuntidakn jabat tantidakn bahkan jamu kalian dunia ini tidakk kan kekamuartidak kalian lebaran saja jokeowi mulai presiden mana pernah menjamunyaa bahkan masuk ka bah  jutidak milik pabrik rokeen ekamun reeve musk diri space-x jutidak mengenalnyaa lha kalian siapa koq mau perintah jokeowi nunjukin ijasahnyaa mikiirrr mikirrr kalian tidakk beda dentidakn patung batu  memang bagus indah cantik cuma rusakyang sampahnyaa tidakk daur ulang jokeowi memang ibarat rongsokean tetap pilih orang daur ulang rongsokean mempunyaai nilai tinggi intidakata itu kalian hanyaa manusia biasa jokeowi legenda nusantara\n",
            "siap2 tuh roy panci cs masuk bui\n",
            "lahh kamugika memang mesti jalan kuliah wisuda kan punyaa temen temen barentidakn kamukamus barentidakn wisuda wkwkw\n",
            "duka antidakatan 1996 sj nama sekolah nyaaw msh samaea sekarang ubah jadi samak\n",
            "bukatai konkarenait surio panci dkk ngeyel\n",
            "pk jokeowi emang rendah hati banget\n",
            "tuh orang 2 menyaebarkamuaskan ijazah palsu pak jokeowi dosa kalian tidakk punyaa maka r\n",
            "terima kasih tuhan teriterima kasih tuhan teriterima kasih tuhan trriterima kasih tuhan entidakau memang maha baik puji tuhan sekarang lama lamanyaa tetap semantidakata bapak jokeowi gbu\n",
            "selamat pak jokeowi semotidak allah swt beri sehat selamat amin \n",
            "hindar fitnah sebaiknyaa ditujukkan ijazah awal\n",
            "punyaa pak jokeowi coba tokeamung pak liatin kasihan masyarakat debat terus biar cepet kalauir\n",
            "cara bicara apa kata baik pak jokeowi maupun teman2nyaa tampak sedikitapiun kebohontidakn mentidakalauir seadanyaa\n",
            "hanyaa alkamuh tahu semua hati menungsa kadang benar buang rakus nontidakarenaing\n",
            "suruh roy suryo risamaan dsebagai temu rekan2 jokeowi \n",
            "nuduh ijazah palsu jokeowi maka banget si roy nang wc\n",
            "tuhhhhh vidio bersamaa tmn akamumni nyaa ugm detail bngt apa msh bodoh kalian \n",
            "semantidakata p jokeowi\n",
            "waduh neng banget pasti jelas pda ketawa sayah si roy panci\n",
            "guyup rukun lampah utomo penuh berkah allah samag slkamu sehat bapak senyaum salam sapa doa fitnah benci buat ribut berkah sesuai tanamannyaa\n",
            "roy cs kalian laknatullah\n",
            "100 pa jokeowi\n",
            "salam semantidakata pa jokeowi\n",
            "mak banteng pikun mau bikin sayembara 16 m ijazah palsu pak jokeowi lapor egi sujana mak banteng mentidakalauihkan perkara hasto karenaistiyanto lindung harun mas jerat hukum si alih lah ijazah pak jokeowi\n",
            "percaya jokeow pernah ugm tak percaya jokeow punyaa ijazah asli ugm  kendala kip nyaa kurang 2 \n",
            "sebatidaki orang awam percaya ijsajah pak jokeo widodo asli\n",
            "raka kamukamusan ugm muntidakin mau ting pinter2 tokeamul udah masuk bui skarenag koar2 wkwkwk\n",
            "buat kekacawan kalau benar tunjuk ssaja selesai perkara\n",
            "kalau memang bapak ijasahnyaa asli mboke dilihatin saja bikin perkara\n",
            "alhmdulilah aku oendukung pak jokeowi nyaatanyaaasli sehat2 slakamu brsama kkamuartidak bapa\n",
            "denger hoe benci jokeowi sadar sebekamum kalian tambah gilaaaa\n",
            "orang benci tetap percaya sama vidio ini yakin\n",
            "masya alkamuh sumpah merinding senang lihat bapak ketawa sehat selaka bapak ku pak jokeowi\n",
            "konspirasi tintidakat tinggi  sakamut manipulasi nyaa  tapi banyaak celah kebohontidakn dipuntidakiri rekan sekolah samap dahukamu kelas masuk guru tinggi th 1981 bukan tahun 1980  karena samaa geser tahun akademik 1 semester 6 bulan shg kamukamus samaa tahun 1981\n",
            "\n",
            "ahhh itumah udah nyaeting di poto jokeo kumis sekarang jokeo gudul bibiryah mana tuh kumisyah\n",
            "lihat roy panci pasti kau bilang teman palsu jutidak otak lhu palsu roy panci dkk\n",
            "santidakata terharuu menyaaksikan bapak jokeo widodo hujat habis habis kala jadi presiden tuduh ijazah palsu habis masa jabat presiden sy benar benar tetes air mata semotidak bapak jokeo widodo sehat lahir batin\n",
            "hati bapak jokeowi sungguh bersih mulia kesabarannyaa sungguh kamuar biasa maka celaka kaum hujat pemitnah bapak haji jokeowidodo hai anak abah segera tobat sebekamum azab jemput\n",
            "kurang bukatai coba\n",
            "kamucu tmn kuliah pake kenal sih sayah sayah ini\n",
            "maaf nich pak roy suryo lht pak jokeowi tipu ukamung bukan\n",
            "bukatai valid temen-temen kuliah pa jokeowi walaupun beliau2 tunjuk ijazah tahun 1986 beda ijazah tahun 1985 ijazah pakai materai wsajar muntidakin beliau2 kamukamusnyaa tahun 1986 sehingtidak ijazah nyaa sama cetakannyaa ijazah pa jokeowi tahun 1985 pakai materai vidio sebut ijazah pakai materai yang jelas beliau2 satu antidakatan tahun 1980 masuk kuliahnyaa\n",
            "amien ras roy panci dkk nang guling mimisan \n",
            "sebatidaki bukatai pak jokeowi kamukamusan ugm om roy\n",
            "beliau pernah jadi gubernur ntidakpain ragu ijasah muak dentidakn orang slkamu jatuh\n",
            "mana nih ngotot ijazahnyaa palsu \n",
            "jadi reonian pak jokeowi \n",
            "para benci fitna nyaengir takut jugan kira pak jokeowi diam ssaja lanjut kan jebkamus kan penjara \n",
            "roy biar melek\n",
            "orang2 fpi hti santidakata dendam pak jokeowi  semotidak alkamuh lindung pak jokeowi kekamuartidak nyaa aaamiiiin\n",
            "roypanci kata teman2 pak jokeowi edit \n",
            "ngurusin ijazah mlh pikir rakyat sejahtera\n",
            "masak temen banyaak gin bohong kan ngtidakk muntidakin\n",
            "ijazah umpet2 terus orang mah bangtidak tunjuk izsajah\n",
            "pakde ku jokeowi sehat selaka pak sudahe\n",
            "dmua clir\n",
            "tidakk nyaantidaka temennyaa jadi presiden\n",
            "denger liat tu akamumni ugm jokeo wi ribut ijazah plsu memangamutmu plsu hatinyaa plsu obral oceh plsu memanganyaa plsu profesirnyaa plsu maka kkamu orang nyaa waras gembar gembor ijazah orang hrs nyaa maka mnta mf maka\n",
            "ituuuuu jelassss hidup mengapa sehat panjang umurnyae semua temannyae bapak jokeowidodo ir mengapa repottttt alkamuh maha besar lawan suntidakem hormat ku\n",
            "menyaelesaikan perkara cuma pdip karena pdip lah partai ortidaknisasi mebawa mantan president ri podium situasi sekarang seperti skandal besar netidakarenaa kalau pdip sebatidaki legitimate kala mau ikut bisassaja partai pdip beku duka ini pemandantidakn sejarah buat masyarakat indonesia nasional batidaki mana legitimasi pdip milik legitimatimasi mengapaoh rapuh buah partai ortidaknisasi ini aka laku sekamuruh kader kader pdip batidakimna asli keabisaahan legitimasi pdip kader kadernyaa kuat rapuh\n",
            "parah parah\n",
            "teman kuliah firaun satu antidakatan semua antidakatan satu jurus sedikit teman teman kuliah bila satu antidakatan\n",
            "bilang hoax ini ngtidakk muntidakin teman2nyao boong\n",
            "set kurang aman tara dari jenis suara ketawa\n",
            "ternyaata roy sakit hati susah obat roy penjara sesuai salah cemar nama baik mantan presiden baik prode\n",
            "udah begini ngeyel kalau ijasah nyaa palsu \n",
            "semotidak sehat selaka pak jokeowi  biar orang iri masuk penjara a a\n",
            "yakin seyakin-yakinnyaa ijazah bapak jokeowi asli \n",
            "tu denger roy panci dkk kkamu izasah p jokeowi palsu arti temen2 p jokeowi jutidak palsu deng opo ora kue ci panci dkk\n",
            "senang dong pura soke kenal terus kasih lg kan lwkwkw\n",
            "wsajah teman temannyaa natural lho sandiwara arti pak jokeowi benar benar asli wartidak ugm hidup ugm\n",
            "semotidak sehat selaka pak jokeowi\n",
            "sehat selaka pk jokeo widodo\n",
            "ijazah palsu dunia\n",
            "pa jokeowi tidaknteng wakatau muda\n",
            "reuni pakde padahal dentidakn begini si rs ketar tir mmg pikir teman kuliah pakde tidakk ada\n",
            "ngpuntene pak hmpir percya dngn roy cs\n",
            "orang jujur nasibnyaa mujur sehat selaka pak\n",
            "roi panci suryo amin rakus egi durjana replika harta karun risamaon kapar dulul aduluh manusia sampah \n",
            "masyaa allah sabar banget pak jokeowi sehat slakamu pak njih gusti allah mboten sare benar menang bapak orang baik lindung allah dari orang2 jahat kpd bapak\n",
            "jokeowi orang baik selaka lindung alkamuh swt\n",
            "tukamuntidakgung jawa timur hadir pak\n",
            "respect buat pak jokeowi ijasah asli tuding ijasah palsu orang dentidakn tuduh sembarantidakn pak pidana walaupun ruantidakn penjara vip nuduh barang bukatai masuk pelangtidakarenaan bukan biar saja orang instansi jutidak tidakk beres bahkan semua sekalipun karenamananan nyaa netidakarenaa \n",
            "bukatai kuat teman2 pak jokeowi jadi saksi jalan masankuliahnyaa ugm\n",
            "bangtidak akamummi ugm jadi presiden kita kamukamusan unm makassar mau jutidak kalau ad antara jadi presiden\n",
            "mengormatin kalau jokeowi sama teman nyaa soal nyaa dekintidakn bgi jokeowi\n",
            "bantidake emang sentidakuni 2 tukang fitnah\n",
            "sama\n",
            "roy cs nonton berak celana\n",
            "wow mantap pak jokeowi lihat konco kuliah mu pada manusia bacot kotor biar jelas sejelasanyaa asli akamumni ugm asli ijasah mu lanjut buntidakam bacot kotor hina tuduh ijasah palsu mu rana hukum pkamus jebkamus bui oke\n",
            "dkamu sy boro2 kuliyah samaa biayain sama saudara jadi bidan tapi alhamdulillah anak2 semua kuliyah jurus tekhnik mesin tapi sulit cari kerja kkamu orang ntidaknggur \n",
            "1 58 mas hari mulyono\n",
            "kkn bareng mana pak desa mana\n",
            "kamucunyaa penggutidakata nyaa wong tidakamublang sangsi manusia model apa wong jelas cari cari salah nyaa\n",
            "ngeyel minta bukatai  memang benar2 kadariun otak dentidakul\n",
            "masak alkamu pk kemapah besa cakp orang isajk bapk palsu mudah sehat selaka\n",
            "orang fitnah pak jokeowi kelas teroris aliasss mafia haruss hati hati\n",
            "udah sifat aslinyaa bapak jokeowi orangnyaa sabar\n",
            "memang bilang ijasah palsu cacat kamugika yah tapi bilang ahli ini ahli itu dikit ahli buat kunci masuk surtidak\n",
            "sabar pak benar teruntidakap pak santidakata percaya orang fitnah bapak jokeowi tidaknjaran nyaa\n",
            "pingin segera lihat roy suryo masuk penjara\n",
            "satu teguh kamuar biasa pak  putra baik bijaksana nkarenai memang dijatidak semuanyaa tym kalau kumpul sekamuruh rakyat cerdas2 nkarenai jutidak pak cinta bapak jokeowi lama nyaa \n",
            "jadi orang mboke seng waras jugan hobinyaa jelikin orang\n",
            "pak jokeowi orang sabar baik hati a oh slakamu lindung nyaa karenan emang pak jokeowi kamukamusan ugm jurus hutan sht terus ya pak\n",
            "sehat selaka pak jokeowi semotidak makin antidakat dersajatnyaa\n",
            "sebatidaki masyarakat indonesia tidak turut campur ursn ijzh jkw hanyaa mempertanyaakan apa tujuannyaa mslh bebegitu buat ricuh apa sentidakja bikin ruwet suasana netidakarenaa era skarenang itu sayah\n",
            "ditingtidakalau ngopi kamu roy sama pak jokeowi  mampis kamu roy\n",
            "walaupun bukatai kkamu begundal2 benci namanyaa iblis tetep ntidakk pernah mentidakkui benar\n",
            "mampus kamu roy\n",
            "akamumninyaa ada masa teman2 sebanyaak mau rekayasa kan sayah roy suryo kamugikanyaa\n",
            "kacamata exsen masalah iya pak buk semotidak rukun nyaa menyaerap energi semesta selaras laras lekamuhur bangsa\n",
            "coba paham telaah bilang rocky gerung ilc bikin tidakduh tidakk apa salah nyaa duka bukataikan tapi kasus proses kita lihat hasil akhir nyaa ssaja kalau benar jujur takut sama dosa akhirat \n",
            "semotidak kalau bapak2 betul bohong segera azab alam kubur\n",
            "bbbaaaannncccrrriiitttt\n",
            "orngnyaa pindah alam\n",
            "canggung gin \n",
            "sehat selaka bapak jokeowi \n",
            "roy suryo pakar jancoke\n",
            "roy suryo kawan2 pantas masa biar mampus\n",
            "semotidak pk jokeowi sehat selaka\n",
            "liat nie matanyaa suka nyai2r mudah2n roy suryo busuk d penjara\n",
            "bapak jokeowi \n",
            "tuduh ijazah pak jokeowi orang sakit hati jadi orang gila\n",
            "sentidakuni kalauejotan panas\n",
            "hay suryo mata mu ngtidakk nonton vidio \n",
            "gula situ kopi\n",
            "pk jokeowi\n",
            "orang orang bayar\n",
            "orang sirik orang benci akhirnyaa maka sendiri ko sayah letidakalau izasah persident perdebtkan jadi mantan perrsiden\n",
            "pak jokeowi sehat selaka tuhan berkat semotidak yng memfitna bapak cepat proses\n",
            "haters mau ngomong teman2nyaa pak jokeowi jutidak palsu \n",
            "tanggung jawab kamuh bapak ibu kakakamu bhong kalian hanyaa pura pura rem kamuh juta rkyat korban keras atas pimpin pak presiden 7 bawa hukum akhirat\n",
            "lihat tidakk protes oni haha\n",
            "aku lho heran pak jokeowi manusia apa malaikat sabarnyaa terlakamu hebat semotidak selaka sehat pak\n",
            "jadi haru pak sehat selaka bapak jokeowi ssaja orang2 jahat selaka fitnah bapak\n",
            "keserdanaan bawa berkah terusssss membangunnnn\n",
            "detik 1 57 cewek kecepkamusan bilang itu mas harry  jelas dulum foto hari mulyono bukan jokeowi\n",
            "semotidak roy suryo segera proses sudah bikin huru hara ssaja netidakarenaa pkamuto cuma ngurusin ijazah\n",
            "gua harap sama prbedaan ma punyaa pak jokeowi sini da metrai tapi punyaa pak jokeowi disosamaed metrai 100\n",
            "jadi intidakata surat al tsar ayat 3 surat al-mu min ayat 44 al-ankabut 29 2-3 surah al-hujurat ayat 12 pak jokeowi rasa mentidakamualkan ikhtiar semua dentidakn hati2 ini dunia jantidaknkan mantan presiden level rasul selaka hadap orang2 penuh benci\n",
            "oposisi nyaa mutu usut malah ijasah harusnyaa karenaitis ekonomi phk makin banyaak\n",
            "trio kwek kwek tingtidakalau tunggu wakatau hukum\n",
            "ugm jutidak nuntut jutidak orang menyaebuntukan ijazah palsu karna kan kekamuarkan ugm percaya bukan hanyaa pa jokeowi doang lapor orang sebut\n",
            "suryo orang trpelsajar mapan pintar sy sgt sayantidakn pintar sryo acak2 sama ego sryo sendiri\n",
            "kamugika hrsnyaa lebih mudah tunjuk ijasah asli daripd undang temen2 pamer foto2 lama pamerin ijasah lebih mudah pak\n",
            "kata roy temen palsu jokeowi  ijasah palsu semua ijasah asli milik roy ssaja palsu ugm milik roy\n",
            "semotidak semua teman teman bapak jokeowi sehat selaka panjang umur\n",
            "cool \n",
            "lah dari jaman nabi\n",
            "reuni bayar mau hadir cepek masuk kantong pkamus tertawa tambah cepek  puji cepek \n",
            "duit cepe laku coi nurhabibah-hq7wu\n",
            "kalau gibaran jantidakn copot biar lihat neg hancur kdepan nyaa ditantidakn dinasti biar pd tobat pilih dinasti kebohontidakn wsslm haaaa\n",
            "sebaik-baiknyaa orang pembencinyaa lebih banyaak mencintainyaa\n",
            "sehat selaka pak \n",
            "kam kamucu yaaa su jelas2 skali teman seantidakatannyaa ada model ijazahnyaa sama semua sakit hati kuat sampe mo gutidakata pak jokeowi kasihan beliau orang baik ya\n",
            "sak apik apik e uwong ono sing tegel fitnah\n",
            "liat guru guru jokeowi wah guru jokeowi orang hebat\n",
            "3 46 gmn plsu foto ijazah ja beda tidak prnh marap hobi bohong\n",
            "kalau ijazah hilang bisa jutidak kan bikin baru kita tidakk tau melakamui proses benar apa tidak\n",
            "roy masuk penjara\n",
            "roy surya dariodog liat ini\n",
            "pentidakaalihaan issuuu\n",
            "sehat slakamu bapak jokeowi\n",
            "wahhh bahagia msh kompak\n",
            "ah rekaman2014\n",
            "tingtidakalau kasih lihat ijazah nyaa selesai pak biar tidakk panjang \n",
            "sehat selaka pak jokeowi roy suryo bilang teman2 pak jokeowi palsu\n",
            "lanjuntukan pak jokeowi  lanjuntukan jakamur hukumnyaa\n",
            "tukang fitnah itu pentidakngguran\n",
            "semantidakata bapak bapak semotidak sehat selaka asal jantidakn saksi palsu bapak bapak tua intidakata mati \n",
            "orang orang pinter cerdas wsajah wsajahnyaa cerah senyaumnyaa ramah tamah\n",
            "bukatai hidup jelas fakataa jadi bukatai santidakata kuwat ranah hukum mengapa ssaja masa kan ijazah nyaa maksut tujuh an semua apa sih paham skarenang malah cari masalah ranah hukum semotidak semalat kalian semua\n",
            "namanyaa orang sakit hati padahat perbutanyaa salah sampik mitipun ntidakksadar\n",
            "wah wah ketar tir nih yangnuduh ijasa palsu\n",
            "sy doa pak jokeowi sehat selaka senantiasa dulum linduntidakn allah swt amiin\n",
            "udah bukatai begini roy kiyosi masyaallah keterlakamuan\n",
            "roy suryo sama risamaon suruh liat biar tau suk pintar intidakata risamaon kamu tempat salah\n",
            "duka emang pak jokeowi tidakk pernah marah ternyaata\n",
            "tuhan selaka lindung pak jokeowi\n",
            "fitnah santidakata kejam\n",
            "semotidak bapak jokeowidodo sehat selaka amin yrb\n",
            "haru lihat beliau ya allah manusia hati malaikat\n",
            "kamup kamup pakkk jokeowi teriterima kasih pernah pimpin negeri indonesia kamuar biasa hebat \n",
            "si madura roy suryo wajib dmusnahkan ssaja hama\n",
            "kalau liat bgini mesrah nyaa malah grup belah mulai panik  siap siap bui kalian \n",
            "sehat selaka pak jokeowi tuhan selaka mberkatimu\n",
            "temen jokeowi yang ting main dariakor sinetron banyaak super jangtidakalau sipenmaru skarenaipsi kkn wisuda tidakk nol super abal abal 11000 triliun  aspal palsu\n",
            "aku sedih pk jokeowi fitnah koq iblis2 menyaerupai manusia\n",
            "semotidak pak jokeowi sehat slakamu\n",
            "semotidak mengfitnah bapak jokeowi mukanyaa kena cambuk kotor sapi aminnnn\n",
            "nnti kira roi setintidakn \n",
            "dengerin cerita teman2nyaa duka beliau itu\n",
            "owalah piye roy suryo\n",
            "coba buka mata hati kalian benci pak jokeowi apakah ijazah pak jokeowi palsu kenyaataanyaa liat sendiri banyaak teman2 kuliah seantidakatan pak jokeowi ugm pak jokeowi orang sabar mau kalian caci maki fitnah  jatuh mempan semotidak sehat terus pak jokeowi\n",
            "semotidak bapak jokeowi sehat selaka lindung tuhan\n",
            "sehat kompak selaka bapak ibu \n",
            "sehat kompak selaka bapak ibu\n",
            "sehat kompak selaka bapak ibu\n",
            "sehat kompak selaka bapak ibu\n",
            "alhamdulillah muslim suudzon jokeowi kalautidak insyaaalkamuh orang baik aamiin\n",
            "teman2 nyaa palsu\n",
            "lah bapak bukataikan dong depan publik bahwasantidak bapak milik ijazah asli skarenaipsi asli hadap pentidakdilan biar buat masyatakat bertanyaa2 ujung2nyaa kisruh jika netidakarenaa pihak kait tetidaks tingtidakalau tunggu bom wakataunyaa ssaja parag2nyaa beberapa wilayah indonesia referendum nkarenai\n",
            "mantidakanyaa jantidakn sabar2 lg lawan gerombol pak jokeowi jadi runyaem urus nyaa sikaat\n",
            "aku sekolah sama pak jkw rasanyaa santidakata yakin kalau jkw benar benar kamukamusan ugm\n",
            "sehat sehat ibu bapak seperjuantidakn pak wi\n",
            "bahagia sekali punyaa temen jadi presiden syukur gembira tahu saksi hidup penyaiyir hrs tobat g usah soke-soke an dasar orang sirik dentidaki samag tempat nyaa neraka presiden fitnah hujat astafirullah tetidak hati kkamu kotor samag alkamuh balas nanguzubilamdalik\n",
            "amin rais biang fitnah ijazah palsu nyaa jokeowi semotidak amin rais masuk penjara mentidakkhiri hidup nyaa penjara santidakata2 keterlakamuan fitnah hasut si gelandantidakn politik amin rais\n",
            "sih roy suryo nonton ya\n",
            "wollahhi sya haru bnget liat bapak jokeowi mtidak bapak slkamu sht dulum linduntidakn allah amiiiin yarobbal alamiiiin \n",
            "mtidak bapak jokeowi semuanyaa sht slkamu dulum linduntidakn allah amiiiin alhamdulillahhirobbil alamin beliau semuanyaa mas sht samauanyaa bnr bnget kataa2nyaa beliau untung semuanyaa mas hidup kkamu g makin sipebncinyaa bapak jokeowi tamba sadiiiiiisssss mtidak bapak jokeowi slkamu sht dulum linduntidakn allah amiiiin yarobbal alamiiiin \n",
            "ihk roy roy bisa2nyaa pikir kesana \n",
            "alhamdulillah pak kamumayan pak pahala besar orang2 hina hujat maki tiket akherat pak\n",
            "orang syirik temenyaa setan\n",
            "tidakda hak kamu bkamuk\n",
            "percaya cuma lahir nyaa ssaja batinnyaa mentidakkui tidak percayanyaa ijazah itu sebatidaki alat guncang perintah bagi kursi\n",
            "konoha memang gudang nyaa bokeamut 58  harap bansos  karenaitis mau ber usaha banting tulang cuman beberapa gelintir  mana maju makamuur begini \n",
            "dariamanyaa kes kakaku sutradaranyaa kecokeamuntidakn\n",
            "sehat selaka bapak jokeowi\n",
            "salah palsu ijazah sendiri hilang \n",
            "tingtidakalau tu unjuk ijasah mu jokeowi asli apa palsu repot\n",
            "jokeowi senang kalau penjara orang bukan orang netidakarenaawan\n",
            "pasu sakit hati mana ko tidakk nampak sini apa mati yaa\n",
            "bukataikan duka\n",
            "aku jitidak pernah sekolah apa ijasaku palsu ma pk jokeowi 1000  percaya izasanyaa asli sebenarnyaa roi soryo namanyaa kudu tidaknti roi gedek kamu hina mantan persidenku kamu punyaa maka\n",
            "kalau memang terbukatai ijasah pak jokeowi palsu kira2 roy suryo kakakek amin mau kana ya maka tidakk mereka dan sebenarnyaa mereka masih butuh panggung ya kasi\n",
            "bapak jokeowi ibarat mobil truk di tanjak pakai gigi satu kalam santai melewatinyaa telah puncak kau libas pakai gigi empat lima jadi jantidakn macam sama orang kalem tidakamupang senyaum kau bantai dentidakn senyaum mati  sehat terus pak jokeowi\n",
            "alkhamdulillah sya mihat video nyaa mula ragu skarenaang sya percaya 100 ijasah pak jokeowi asli sehat selaka bpak jokeowi\n",
            "masyarakat biasa wahai akamumni ugm 1985 jujur lah intidakata punyaa kekamuartidak kekamuartidak kita makan hasil kerintidakata apa gunanyaa kkamu hasil kerintidakata penuh dentidakn palsu kasi anak cucu menikamuati dg hasil bela palsu ayo jujur lh ttg ijazah jokeowi\n",
            "84 ribu kali tonton 706 like coba lihat dislike kayak youtube duka\n",
            "emang kaum2 fitnah selaka tidakk puas sehat selaka pak jokeowi gbu\n",
            "benar cari jalanyaa sendiri sehat2 pak jokeowi\n",
            "tuh roy lihat jantidakn banyaak ngoceh eman ng kamuh kuliah dasar bego\n",
            "roy suryo kamu kurang kerja mending kkamu punyaa uang banyaak beli kambing ayam jadi sibuk\n",
            "berita benar\n",
            "roy ihat tuh foto wisuda nyaa kasih pak roy tuh haha\n",
            "setintidakann\n",
            "getidakarenaa orang kamu indonesia jadi konoha  asal kenyaang lakamu tidur  otak tak hidup \n",
            "wsajah2 pki nyas\n",
            "cek photo photo dahukamu kala data data terima dst tau kkamu bohong tidakamupang koq\n",
            "allah netidakarenaa ngurusi tehnokeamugi biar makamuur rakyatnyaa indonesia ngurusi ijasah palsu heran tuduh ijalaa palsu harusnyaa bukataikan kalau ijasah palsu coba tak tunggu tidakk \n",
            "bilang ijasah palsu bukatainyaa mana kakakamuu bukatai jakamur hukum kayanyaa\n",
            "lapor kan ssaja p orang orang biar ntidakk kurang sajar mem pitnah biar orang solimin p jokeowi\n",
            "kakakamu cukup jelas\n",
            "hayo kekamumpoke tidakk suka pak jokeo wie hadir\n",
            "dewa panci cecurutnyaa tidakk suka liat \n",
            "waduh lha gimana kabarx pakar telenovela teriak ijazah palsu kamurn nonton vidio ya siap rompi kuning\n",
            "benar menang hanyaa mas wakatau sehat selaka pade jokeowi jutidak tmn kuliahnyaa\n",
            "china makin maju indonesia sibuk jokeowi kkamuartidaknyaa\n",
            "saksi2 hidup hrs jadi saksi biar si penggutidakata cepet2 masuk penjara soalnyaa bikin tidakduh mekamukamu2\n",
            "kasihan bapak jokeowi  orang baik  selaka diusik2 iblis amin rais kompkamutannyaa\n",
            "saksi hidup cukup banyaak maka jutidak si tuduh ijz palsu\n",
            "sy doa pak jokeowi atidakarena tetap tetidakarena tabah sabar hadap kejamnyaa fitnah landa semotidak tukang fitnah kena karmanyaa\n",
            "jokeowi sd samap samaa s1 jikalau palsu ber arti pintar sekali kamuuuuuuuuuuu punyaa ijasah guna nusa bangsa indonesia\n",
            "uji orang sabar selaka uji terus sama allah swt semotidak pak jokeowi sehat selaka aamiin yra\n",
            "pk jokeowi kereen  tepung trigu ada kasar juga lembut\n",
            "kayak sinetron ssaja ini\n",
            "teman teman kuliah jokeowi hidup cari\n",
            "mntap ttapi samantidakata pk jokeowi\n",
            "roy suryo liat bilang apa lgi kira yah\n",
            "sing benci yo benci kamur lapo ngurusi amin rais karo bokeamu2ne\n",
            "walaupun ijasah jokeowi asli benci tetap teriak jokeowi ijasah palsu bunuh karakataer jokeowi\n",
            "pujih tuhan karenaisten syukur punyaa pak jokeowi sahabatnyaa masanyaa walaupun hina selaka sabar kontrol oceh kekamumpoke kalah tarung politik\n",
            "mboke vedio dibawaa rumah roy suryo amin rais mba tifa provokeator\n",
            "benci jokeowi bilang teman2 bayar settintidakn hahaha\n",
            "harusnyaa bapak jokeowi buka ijazah didik bapak jokeowi larut larut putra putri terus bangsa kuliah ugm maupun sekolah tempat bapak jokeowi sekolah jadi ragu ragu minim minat kuliah ugm sekolah sebut ijazah takutnyaa palsu\n",
            "kamumayan meunang artos nu uleum seueur meunang artos\n",
            "teman nyaa uda bayar semua sama jokeowi maka nya soke akarenaab \n",
            "penjara keun roy suryo meh teu ngieun ribut\n",
            "puji tuhan teman bapak jokeowi kuliah s d wisuda beri keterantidakn patut percaya masyarakat sehingtidak tak kamu dentidakarena omoontidakn roi surio cs lagi dan bila kamu teman2 tsb jadi saksi dipn\n",
            "temen pak jokeowi bukatai pak jokeowi pernah kuliah ugm sangsi\n",
            "kasihan pak jokeowi uda pensiun fipnah orang tanggung jawab\n",
            "dihatinyaa dah benci iri benar salah korek2 betidakalau ijazah palsu amin roy grombolanyaa\n",
            "punyaa agenda tersembunyai pak\n",
            "penjara roy suryo biar tidakk bikin tidakduh\n",
            "roy suryo bilang temen palsu\n",
            "kerja risamaon tifa  teman hidup jokeowi  mas membukataikan jokeowi betul akamumni ugm  stres grombolan benci jokeowi\n",
            "harusnyaa roy panci sajak pak\n",
            "suruh roy suryo teman teman nyaa siap siap makan malam bui tu besoke\n",
            "bilang edit mah mesti\n",
            " patti roy percaya\n",
            "jelas ijazah pak jokeowi palsu benci tebar benci rakyat indonesia kkamu rakyat cerdas tak kecoh oke\n",
            "benci sekalipun kumpul sama antidakatan akamumni tetap ssaja percaya\n",
            "samatidak alkamuh swt lindung pk jokeowi aamiin yra\n",
            "\n",
            "jahat apasih bpa jokeo widodo perhatiin beliau terus terus fitnah jauh partai pdi habis pikir sekarang beliau pensiun terus usik hidup nyaa\n",
            "p jokeowi presiden ri baik panjang sejarah\n",
            "ntidakkum teman ijazah palsu tantidakap semua hukum umur hidup semanyaa tipu\n",
            "ngtidakk kamucu  kebangeten banget masyarakat tidakduh dirinyaa mengapa malah asik becandaan\n",
            "mampus kau benci tukang fitnah selaka soal ijasah\n",
            "meski jelas lihat buram tadiak jelas pembencinyaa macam roy suryo tifa egi sujono amin rakus refly harun dulusb\n",
            "eeeh saksi2 temannyaa ini aku titik air mata bangtidak presiden how wise sejak duka\n",
            "pak jokeowi menyaintidakapi dentidakn sabar pancing gerombol politik sakit hati\n",
            "almamater ugm jelas pakataa nyaata ndekamu mata \n",
            "benci emang rusak akal budinyaa jelas teman kuliahnyaa pak jokeowi nurut kalian bodo sampei tidakk kamukamus sayah kalian sekamuruh rakyat indonesia tahu pak jokeowi pintar cerdas politik internasional tidakk ragu kalian ragu ijasah haduuuuh yang bodo apa kamu hehehehe taubat saudara jantidakn cuma sebuntidakus nasi kalian tidakdaikan masa depan anak cucu \n",
            "isu kan ijasah dia sekolah cumaa kamukamusan paket sekolahnyaa pake dedak tau dedak makan kerbau kerbou dongo kaya soryo tifa kerjsaya gor bikin onar\n",
            "ora isin yooo\n",
            "penyaakit guru tingginyaang intimidasi temu akamummimitu jadi usak tatanan universitas tjadi prilaku masing masing yang dering ber lindung per guru tinggi mereka\n",
            "panjang umur pak jokeowi sehat selaka serta kekamuartidak bangtidak punyaa presiden periode\n",
            "sehat selaka pakde joe \n",
            "bravo pak jokepwi hnyaa orang error usil\n",
            "temu akamummi saling nyaari untuntidakn ada kehilantidakn istri ada suami sementara sah benar abai kan\n",
            "jarang milik orang sikap tenang itu nonton berita denger jadi geram emg benar sih allah menyaertai orang sabar\n",
            "orang baik selaka lindung alkamuh s w t\n",
            "orang paling takut ialah 1 amin rais 2 suryo 3 gerung 4 bambang ckamurit karenaoni 2 sebentar brogol tantidaknyaa tutup matanyaa jerat ruang pentidakp penjaraaaaa aamiin\n",
            "setan setan tuduh ijzah palsu tak mau terima benar  tuhan ssaja demo\n",
            "arti ijasah jokeowi teman2 nyaa palsu semua kocak kocak\n",
            "rsaja ngibul ngumpulin ternaknyaa\n",
            "apa berani nunjukin risamaon roy suryo tuh foto lihat\n",
            "lawan politik tak lihat sudut pandang sejarah fakataa\n",
            "ko ngumpulnyaa kasus y kemarin ja pak\n",
            "semotidak sehat selaka pak jokeowi \n",
            "            \n",
            "bukatai apa tak percaya dalil benci sakit hati\n",
            "benci biarpun suguh bukatai2 nyaata tetap semua juntidakir balik semua tepis tidakk diangtidakp benar dasar benci otak nyaa sentidakalauek otak ngeres\n",
            "asa roy suryo batidakimana lihat ini\n",
            "roy suryo ijasah p jokeowi palsu semua asli tidakamubar pancinyaa\n",
            "kuat batin mu otot mu hai tersantidaka semotidak hukum atas 20 tahun penjara wahai hakim jpu vonis nyaa sesuai 25 thn penjara\n",
            "memang orang baik banyaak incar ole setan2 jahat tuduh ijasa pa jokeowi palsu\n",
            "sdah rsaja panci cs siap siap jadi huni hotel prodeo \n",
            "wong santai ngene asline kudu ati2 kamu \n",
            "pastinyaa roy p temennyaa palsu \n",
            "hadir tidakarenaut pak jokeowi orang nyaa hebat selaka hujan sabar pak belakang bapak oke semantidakata pak\n",
            "tidakk percaya ribu syitan d kelapa pembensi jokeo\n",
            "alkamuh jelas kayak tuduh palsu teman2nyaa jelas ya alkamuh sabar bapak jokeowi\n",
            "tokeamung pak jokeowi  mhn maaf tokeamung tunjuk kamubang panttat bapa sama roy suruo teman temannyaa\n",
            "tunjuk kamubang dubur sama pak jugan izaizah nyaa rugi mewrwka hanyaa seten setan struk\n",
            "kompas tidakk berani nyaerang jokeowi beliau niat bawa ranah hukum duka kompas bebegitu gencar giring netizen percaya dentidakn isu ijazah palsu ini sekarang berita keabisaahan ijazah sebut mulai temen kuliah pak jokeowi ugm sendiri padahal duka jutidak ranah hukum pelakunyaa bambang tri masuk bui tidakk berita besar besar bahkan tidakk ngeliput\n",
            "suka yang sakit hati\n",
            "maaf beliau2 lho wsajah2 orang2 baik baik2 tutur katanyaa gsk kata2 kasar kkamuar mukamutnyaa cermin orang2 hati baik tukamus ihkalauas ini beliau2 sayang tuhan sehat2 selaka bapak jokeowi serta kawan2 kuliahnyaa tuhan kati \n",
            "orang nuduh palsu orang kocak alias dungu ketawain orang kocak\n",
            "vidio lama\n",
            "tantidakap penjara roy suryo kawan kawan koar koar ijazah jokeowi palsu sakamut sama jokeowi mentidakjukan proses hukum roy sueryo dkk atas buat menyaenantidakan resah rakyat indonesia\n",
            "semua manusia otaknyaa bekamum tumbuh ngomong ijasah presiden palsu seharusnyaa leher bawah tanam duka siram pupuk kasi obat tumbuh akar biar otaknyaa cepat tumbuh subur jadi ngtidak asal nuduh kkamu ngtidak tumbuh jutidak langsung semprot pake obat pembasamai gulma\n",
            "kurang bukatai bodoh sekali\n",
            "kumpul ijasah palsu alias abal-abal ketawa\n",
            "atur\n",
            "demo baris sakit hati semotidak alkamuh menyaadarkan benci hati dukung cakamun kalah\n",
            "sesungguhnyaa orang bawa berita bohong gokeamuntidakn kamu jutidak jantidaknlah kamu kira berita bohong buruk kamu bahkan baik kamu tiap orang dapat balas dosa dikerjakannyaa dan siapa mentidakamubil bahagian besar penyaiaran berita bohong baginyaa azab besar cahaya sebelas jantidakn pernah cerita diri siapa benci percaya menyaukaimu butuh itu\n",
            "mampus kamu fitnah ijah palsu banyaak saksi benar pak jokeowi \n",
            "proses hukum mawon roysuryo cs pkamus amin rais niku wong sayah\n",
            "sayahnyaa gerombol penyaakit jiwa tidakk pernah rasa maka rasa salah  kalau hatinyaa gelap\n",
            "trus masalah buat mbk nama nur cahaya tapi hidup penuh gelap oh kasi sekali miris intidakata mbk sbelum neraka nanti\n",
            "betul bro al quran surat an nahl ayat 56 sgt jelas ancam orang2 suka sebar berita bohong fitnah\n",
            "masya alkamuh saksi bbegitu jujur teman teman se antidakatan koh ssaja tufuh palsu sabar sabar p jokeowi psudahl nuduh orang orang sepuh sepuh kaya inget mati\n",
            "oppo tidakk maka toleee  ntidakataain ijazah jokeowi palsu   \n",
            "kalau nuduh palsu bohong semua makanyaa ijazah asli pk jokeowi izin lihat mereka wartawan boleh langsung ssaja tuduh pk jokeowi bohong \n",
            "coba penggutidakata penggutidakata ijazah pak jokeowi lihat momen pak jokeowi ketemu teman sewakatau kulia jutidak acara daki gunung yaa allah jatidakalauah sehat limpah nur cahaya kasih kselakamu sabar istiqomah sekamuruh kekamuartidaknyaa p jokeowi aamiin\n",
            "trus kkamu ijasah jokeowi palsu  arti ijasah kawannyaa palsu jutidak ngomong ijasah jokeowi palsu hanyaa dariama saja hanyaa orang politik terlenal\n",
            "sehat sehat senantiasa pak jokeowi kekamuartidak \n",
            "waaaaah panci clinguan kecuali rai gesudahek\n",
            "usah tunjuk ijazah asli nyaa pak biar mati penasaran tuduh ijazah pak jokeowi palsu \n",
            "muntidakin pdip mau rekarenaut kadernyaa tuk mencakamunkan jadi wali kota kalau punyaa ijazah berfikirlah positif\n",
            "otak nyaa orang orang menggutidakata palsu dukung media abal abal\n",
            "tantidakao tantidakap tantidakap amien rais roy suryo tifa bukan dokeataer okeay\n",
            "orang fitnah sungguh sabar orangnyaa semotidak sehat selaka p jokeowi\n",
            "p jokeowi mantap\n",
            "jelas duka ini nama nyaa sakit hati permsayan tidakk obat sehat selaka pak jokeowi\n",
            "kalauau kata palsu seantidakatan arti palsu jutidak ha ha kamucu\n",
            "jelas kayak gin fitnah terus\n",
            "ranah hukum baik tukang fitnah jokeowi sudah lama hujat langsung saatnyaa tiba hantam balik begundal politik kerja\n",
            "ada mau nyainyair lg ijazah pak jokeowi palsu siap nginep hotel prodeo\n",
            "allah swt selaka sama lindung hamba-hambanyaa baik benar aamiin\n",
            "seha4 selaka bapak jokeowi sama kekamuartidak\n",
            "komentar mana biar orang2 bodoh penasaran mereka fikir tunjuk terus mau enak saja jadi biar orang2 bodoh penasaran\n",
            "tuju\n",
            "emakds658 mau biar baris sakit hati penasaran\n",
            "betul tuju \n",
            "msk bui kadariun 01  03 mas bro\n",
            "betul banget 1000 biar kejang kejang \n",
            "tuju banget biar penasaran tu kardun\n",
            "\n",
            "bukan fitnah ulah sendiri cari muka pinter banget kalem ntidakbisin harap faham\n",
            "tingtidakalau tunggu tangtidakalau mainnyaa samauanyaa menyaesal roy suryo kawan2 masuk bui orng baik slkamu menang\n",
            " bayantidakari-j9d banyaak bacot kamu bukataikan kalau palsu suuuu suuuu bikin tidakduh\n",
            "alkamuh lindung orang baik jujur jujur ssaja bukan ahli tipu - tipu  nipu 1 orang cuman neraka nipu juta umat neraka jahanam  bara api \n",
            "untung banget foto\n",
            "neng banget ni ibuk2 bapak2 punyaa teman presiden  baik\n",
            "orang hatinyaa udah tutup biar udah bukataiin tetap g percaya biarpun bukatainyaa asli tetap bilang palsu sungguh miris bebegitu banyaak sandiwara\n",
            "ngurusin kx masalah g hasil bwt hidup orang kx kakaku\n",
            "sakit hati lama 25 2x wali kota 1 periode gubernur dki 2 periode persiden 1 th jelang purn tutidaks muncul baris apa muntidakin 1 th pak jokeowi bukan petutidaks partai petutidaks rakyat apa masalah nyaa\n",
            "butuh teman2 ijazah teman aslinyaa\n",
            "mana jokeiwi kkn tokeamung teman teman seantidakatannyaa nama desanyaa kekamurahannyaa kec kabupatennyaa kalau kkn arti ijazahnyaa palsu\n",
            "sehat selaka buat bp jokeo widodo jutidak teman kuliah nyaa\n",
            "astagfirullah\n",
            "roy suryo cs amin rais cs dulul buat heboh\n",
            "duka sekolah samapp sintidakarenasaja lakamu ubah jadi sama3 sintidakarenasaja berijasah palsu\n",
            "kalau orang hatinyaa busuk mau kasih lihat fakataa2 nyaa jutidak bilang benar semuanyaa palsu padahal teman2 pak jokeowi kasih lihat kalau teman kuliah ijazahnyaa pak jokeowi asli sama ijazah tetap percaya memang hati pikir busuk kasihan sebenarnyaa sich kalau lihat hati pikir busuk \n",
            "gerombol mafia panci teman2 p jokeowi kira manusia palsu \n",
            "kadarion ank abah ge ombolan intoleran radikal tifa roy amin n netizen benci  otaknyaa tutup benci kiamat bakal percaya meski jelas wakil rekataor ugm dentidakn detail malah wakil rekataor palsu n temen reuni palsu sekalipun kasih liat ijasah asli tetep bakal percaya entah tu fotonyaa palsu kumisnyaa kah rambutnyaa kek mudah benci sadar menjatidak waras mereka\n",
            "tuju ketawa in saja negeri ntidak maju2 msh banyaak manusia2 sikamuman minim wawas tahu munafik \n",
            "walaupun bukataikan teman kuliahnyaa tetap ssaja baris busuk hati tidakk bakal percaya namanyaa tungtidakngin iblis\n",
            "asli palsu apa urus kalian monyaet-monyaet selaka fitnah jokeowi urus ssaja izasah kamu asli guna\n",
            "lemah ijazah face-bkamue-samailing lemah santidakata mudah baca\n",
            "kalau palsu dariama masa begini realita dilapantidakn saling sapa kacau banget pikir mereka dan orang2 soke pintar rasa lebih tinggi profesor dokeataor sombong tonton publik\n",
            "korupsi tengelam tidakarenaa2 isu ijasah haduuu\n",
            "butuhnyaa si amin rais eggy sudjana fpi hati tukang fitnah masuk penjara\n",
            "tokeamulll\n",
            "putuwalianayasa2218 sama3 apa arti kalau ijazah kamukamusan sama3 jamin palsu\n",
            "kkamu sy ngtidakk prkamu ditangtidakpi mslh ijazah tidakarenaa2 tangtidakpi jadi rame\n",
            "teman2 bp jokeowi nyaa ikut bangtidak senang salah satu temannyaa jadi pimpin negri setidakni nasional maupun dunia\n",
            "umum kekamukamusan masuk ugm p jokeo widodo tahun 1980  httapis shorturl at kxmu9 httapis www youtube com watch v oe5tfdxruwe menit 02 50 dutidak teman p jokeowi nomor urut ke-13 dasar tidakamubar atas\n",
            "bukatai reel jelas tetap laku orang matanyaa picek kupingnyaa budeg hatinyaa dah terbuntidakus dentidaki benci\n",
            "coba buka lbar mata kalauain dn liat vidio ini pembukataian prkamu sasah tmn akamumni satu antidakatan bukatai sakarenaal\n",
            "\n",
            "tunjukin ijazah aslinyaa \n",
            "pasti gerombol sakit hati puas percaya pomengapanyaa mau percaya mau ngtidakk berlakamu sudaaah kalau masalahnyaa korupsi silah tuntut teruuus lha pentidakarenauhnyaa apa ijazah palsu apa asli dari pertama fitnah jokeowi turun cina jokeowi anak pki kalian baris sakit hati didalamnyaa ortidaknisasi bela umat umat apa apa kalian kalian orang paling hebat bersih apa kalian maqom nyaa kelas wali kalian banyaak banyaak istigfar biar hati kalian penuh rasa dentidaki bisaoke bersih\n",
            "senyaum lepas senyaum bnran terusenyaum senyaum karenana suruh terusenyaum dengrkn suara nya baik2\n",
            "tidakk usah mikir jauh kamugika sja ntidakpain ngurusin privasi orang ms palsu asli tidakk urus kkamu jutidak palsu tidakk muntidakin pak jkowi samap samaa samak kiah terima tidakk terima lagi dkamu mana berani palsu ijazah rugi sendiri\n",
            "helkamu aku rakyat kecil indonesia cerdas santidakata terima kasih bapak bapak teman teman kuliah bapak jokeowi mantan presiden ri  orang orang nyaa santidakata sopan ramah tamah bro mantap \n",
            "batidakimana sebut teman seantidakatan kuliah engtidakk\n",
            "ngeri teman kuliah kamupa hahaha\n",
            "tapiua roy nangeess lihat\n",
            "ngumpulin sebanyaak kan repot tidakamupang tunjuk ijazahnyaa\n",
            "pasu sakit hati kojor kojor nglihat tapi dasar setan tetap kembalinyaa neraka\n",
            "coba kenal tuh orang  benar \n",
            "kamumayan duit undang banyaak duit\n",
            "amien rais ketar tir  yang menyaebarkan nama baik mempitnah pak jokeowi siap makan tidur nusa kembantidakn \n",
            "seret lapor pentidakdilan semua gerombol fitnah p jokeowi biar tidur hotel prodeo lihat teman2 jokeowi nyainyair kamu wahai amin rais eggy sujana refly harun risamaon si pakar panci tifa tidakduntidakn dulul\n",
            "ntidakataain ijazah pak jokeowi palsu pd buta mata buta hti bisanyaa cuma fitnah g tau dosa punyaa mukamut asal jeplak\n",
            "iri kan lain mengapa gobkamuk mikir omong nyaa banyaak gede dikit ugm ntidakpain ugm di lsngit kkamu mmg bego tetap ssaja bego\n",
            "wewwww desetidakni dunia  putin jutidak lewat kayanyaa\n",
            "bahkan hingtidak dunia khayal  bikin mules nasional \n",
            "enak\n",
            "lha emang siapa kamu paksa mentidakataur hidup orang\n",
            "hih maksa\n",
            "ud banyaak edar kan ud si uji katanyaa fotonyaa g sesuai sama pak jjkw koq ribut tunjukin trus\n",
            "tunjuk kalau roy suryo dkk udah baju orange\n",
            "lihai\n",
            "wah\n",
            "tunjukin ijasanyaa pak jokeowi biar puas puas  hahahahahaha atidakarena sirik tambah bakar sekarang kan bapak kan jabat publik nasehat lembatidak netidakarenaa danantara tidakjinyaa bulan 50 an juta \n",
            "percaya integritas professional dari risamaon sianipar st mt m eng dosen bimbing ir kasamaujo skarenaipsi bukatai bawa saksi dosen bimbing teman palsu\n",
            "beda meterai  wkwk\n",
            "begini sih bukataiin mana ijazah asli ap bukan  orng ad temenan temennyaa satu fakultas debat bukan fans pak jokeowi fix kamukamusan ugm pak jokeowi\n",
            "emang gerombol sakit hati otaknyaa koplak fakataor benci orang temen temen seantidakatan pak jokeowi banyaak mengapa ide ijazah palsu mana coba benar benar koplak siap siap masuk sel ya kali pak jokeowi tempuh jakamur hukum\n",
            "dari sini kata mnilai bapak punyaa ijaza hanyaa orang bodoh mw ikut2an mnuduh 10000 persen pak jokeowi punyaa ijaza \n",
            " pak jokeowi panjang umur sehat selaka\n",
            "banyaak saksi pak jokeowi wisuda kamukamus  panci ngtidakk percaya\n",
            "ijazah kamu tunjukkin muntidakin asli cb ijazah jokeowi tunjukin sayah kamu pada\n",
            "sehat selaka buat bapak jokeowi kekamuartidak\n",
            "jokeowi bapak hutang kamuar negeri indonesia\n",
            "percaya sama kompas kompas independen duka sekarang kakakamu mau berita karenaedibel n percaya hanyaa tempo paling akurat n fakataa tipu tipu kompas \n",
            "tenan pora itu\n",
            "teman seantidakatannyaa memang gelintir ssaja kah\n",
            "kamuh sayah bang mul karenaoni2nyaa anda jabat publik mantan setidakalaua riwayat hidup mu publik punyaa hak tau tingtidakalau tunjuk ssaja ko ribet sayah\n",
            "tidakamupang sih tunjukin ijazah kkamu jokeowi bukan bohong\n",
            "kkamu ijazah pak jokeowi palsu teman2 beliau yanghadir situ jutidak palsu dong ijazahnyaa\n",
            "tunjuk az ijaza selesai masaalah bukan diumpetin foto\n",
            "muntidakin telintidaknyaa kopoke en matanyaa kabur mukamutnyaa kamunyaot otaknyaa beku hatinyaa busuk semotidak sembuh \n",
            "kamucunyaa sama amien rais si tua bantidaka percaya\n",
            "rekan seantidakatan kondisi jejak digital bohong ketika temu katanyaa temannyaa sayahnyaa jkw intidakata satu nama teman meski pernah kumpul 5 th temu kes santidakata formal pernah kenal sebekamumnyaa jkw memang hebat ngibulnyaa sarjana hutan kerjanyaa rusak hutan\n",
            "apa tempo alias tempe percaya banget paham kan\n",
            "siap2 kau roy masuk bui kau roy panci\n",
            "wednesday9277 hmmm tukang ngibul bela\n",
            "wednesday9277 tertawa tapi takut dosa qekqekqeeekkk\n",
            "tempo sampah\n",
            " mohamadihsan518 wah kamu tipu\n",
            "sy msh percaya kompas\n",
            "makanyaa sih hati sifat buruk wahai heliasandaria \n",
            "keti huruf besar semua tapi otakamuu terlakamu kecil dariuuuun\n",
            "karna kamu lebih percaya saiton tidakbung lah sama saitonirojim\n",
            " mohamadihsan518 candu narkoba kamu sudah make belum kkamu tmbah bayangon sama obat rumput bos\n",
            "kalau foto disalahgunakan  ijasah sy kalau mau foto sy watermark duka  ijasah foto sembarantidakn tunjuk orang hak  ibarat kataapi  kartu karenaedit  kartu debit foto sembarantidakn\n",
            "kakakamu ijasah nerbitkan tau asli palsu kakakamu petidakng ijasah tau asli palsu kakakamu kamukisan ditanyaa sama kamukis tau asli palsu jantidakn bodo memang banyaak bodo\n",
            "sering ketemu kamua nama how\n",
            "kalau mau demo demo korupsi bukan demo soal izasah\n",
            "pak jokeowi terlakamu mahal terlakamu tinggi mata sehingtidak selaka terpa angin kencang\n",
            "ampon mukakaku samaa aj beda banget sekarang ap bukatai teman nyaa bekamum cukup bukatai\n",
            "gudang esememanga nyaa ada tapi unitnyaa goib\n",
            "maka pentidakku pakar tuu\n",
            "si paling jago nipu paling jago citra paling jago pentidakalauihan isu lentidakap kamu jokeowi tertawa kamu sbelum adil\n",
            "gobkamuk koruptor ketawa lihat kegobkamukan demo koruptor bahagia karna isu peras aset koruptor tenggelam yakin dalang demo tebar berita ijazah palsu salah 1 koruptor mengapa nuduh mikir sini \n",
            "asli palsu semotidak benar selaka teruntidakap\n",
            "seandainyaa pak jokeowi cedera demokearenaasi dentidakn paksa anaknyaa muntidakin situasinyaa sekarang timbul kecewa  benci publik ambisi aus kekuasaannyaa bikin banyaak orang hilang respect sama beliau\n",
            "teman kuliah bukatai valid ngtidakk ada forensik setidakalaua karena forensik instrumennyaa jutidak dasar fakataa temasuk pentidakdilan  p hakim dasar instrumen dukung valid an\n",
            "kakakamu ijasahnyaa jokeowi palsu arti semua temen kuliah palsu semua\n",
            "kakakamu palsu udahlah pak aku ssaja bebegitu repot\n",
            "kerja politikus indonesia hanyaa bahas pantas misal ijazah orang masa presiden punyaa ijazah rt ssaja hrs punyaa ijazah\n",
            "kalau otak nyaa bodoh liat tuh terbukatai teman kuliah nyaa udah ngerti dengerin tuh ngobrolnyaa teman2 nyaa jelas kan\n",
            "wkwkwkwkw buat ngilangin jejak kasus opkamusan bensin triliun banyaak dariama nyaa\n",
            "hanyaa orang bodoh pikir kotor nyaatakan ijasah palsu\n",
            "focus ijazah tulis format ijazah beda 1 nempel kamugo ugm 1 atas kamugo ugm entalah\n",
            "apa kata kkamu hati benci apa kata tetap percaya\n",
            "kamucu anak\n",
            "koes1311 iya lg kamucu kamucu nyaa sampe merokeet bawah\n",
            "anak makin koplak bukan kamucu\n",
            "haikalramadansyah7673 iya sekoplak koplak nyaa sy ngtidak pernah prank\n",
            "coba tanyaa sama pak parkiat milik kiat motor industries sebatidaki pemetidakng saham mayoritas esememanga\n",
            "kasihan emak kamu lahir lahir cuman jadi kecoak dunia\n",
            "tidakk jutidak orang2 nyaa itu2 mentidakarenaitik\n",
            "bangnayar acara2 besar tidakk dihartidaki bos baca mantan2 gubernur jkata nama mulyono g tepuk tantidakn malah diteriakin lantik kamera menyaorot kekamuartidak mulyono malah diteriakin gibran bikin video masalah demografi banjir hujat dislike\n",
            "neriakin dislike kekamumpoke itu2 jutidak kekamumpoke nyaa mah cuil punyaa mukamut 10\n",
            "mata picek memangamutot kiye berita\n",
            "bilang palsu kan roy panci tanyaa sono\n",
            "haikalramadansyah7673 nantinyaa nang mewek tuntut balik pak jokeowi pasti masuk penjara\n",
            "kkamu palsu kan\n",
            "tenang ancamannyaa penjara 5 thn denda 5 m buat orang tuduh ijazah pak jokeowi palsu ja repot \n",
            "la kalau asli jutidak cakeme nyaocot coke\n",
            "herwantomo6739 ya sakit\n",
            "pol tikus tak punyas kerja an jadi kerjanyaa bikin tidakduh biar exis biar kira orang pintar\n",
            "tlng teman kuliah share ijazah kekamuaran ugm sama formatnyaa sribu milyar persen tidakk sama karenanyaa berani share ijazah mereka\n",
            "masalah hati jutidak bos lihat netidakarenaa koruptor ekonomi amburadul masyarakat marah benci janji wakatau mana bukatainyaa seandainyaa kalau mau adem ayem pinggir ego sila lihat asli nyaa haha\n",
            " takataikboom7111 memang wajib urus ijszah per muka umum bukankah rahasia\n",
            "apa salah jokeowi pamer ijazahnyaa ntidakku temen malah pamer ijazah\n",
            "benci pernah selesai kati penuh boroke skut\n",
            "benci jokeowi benar2 tidakk otak  urus noh korupsi\n",
            "mah fakataor benci pak ini kasus2 buat buat pak benci pak\n",
            "sprtiinyaa vidio lama aat jokeowi msh menjanbat\n",
            "atur ituuuh\n",
            "rakyat cuma mau segera tunjuk ijazah asli itu ssaja titik\n",
            "ayo akamumni seantidakatan pak jokeowi dukung terus bela pak jokeowi biar jelas semuanyaa\n",
            "semuanyaa tunjuk asli ijazah nyaa si owi justru hanyaa omon2 sensasi ja \n",
            "meski firnah sana sini orang benar allah swt lindung\n",
            "isu ijazah palsu sentidakja buat atidakarena jadi pecah ketidakduhan oleh okenum kekamumpoke tentu tapi percaya untuk okenum kekamumpoke buat ketidakduhan hukum seberat-beratnyaa petidakalau kepala nyaa \n",
            "tanyaa ijazah tujukin teman\n",
            "minta tunjuk ijazah aslinyaa koq malah nunjukin teman teman nyaa gimana\n",
            "format ijazah dilerlihatkan fotokeopinyaa beda letak kamugo ugm nyaa lihat saya atau memang letak kamugo ugm seratidakamu daripada lihat ijazah orang punyaa bapa lihat prrsidenku\n",
            "vidio lama itu coba cari vidio baru kkn biar banyaak saksinyaa paling pedatidakng2 kayu mpe tukang2 kayu terus masy ditmpt ber kkn\n",
            "cuma mukamutnyaa roy amin gerung ming kopet\n",
            "teman teman jutidak bilang palsu kalauau uda sakit hati akut kata roy si maling panci susah\n",
            "kandariun hti fpi sakit hati sama jutidak si roy maling panci\n",
            "rombontidakn si kumis baris sakit hati\n",
            "arti semua teman se antidakatan pak jokeowi palsu semua ijazahnyaa kamu dipertanyaa kn ijazah menteri presiden lama ijazah asli bukan\n",
            "pamer ijazah mereka memang formatnyaa sama\n",
            "atur lantidakahnyaa allah swt dentidakn hikamuah tuduh ijazah palsu sehingtidak sama teman sewakatau kuliah reuni kenang masa2 indah bantidaku kuliah\n",
            "kamu siapa\n",
            "rakyat mana tau baris sakit hati\n",
            "betul bela si jokeo tapi intidakata liat ijasah asli ko malah temen ditunjukin samtidakata sayah kan kan betul kan yea sayaeelah\n",
            "semotidak ijazahnyaa benar benar asli hasil kuliahnyaa bukan asli beli palsu \n",
            "tunjuk ijazahnyaa terus cari alas mana teman kuliahnyaa kalau beliau pernah kuliah apa ragu ijazahnyaa\n",
            "emangnyaa kamu percaya kkamu ijasah jokeowi asli  liat tu vidio bnyak teman2nyaa kalauarifikasi pihak ugm kalauarifikasi  jantidakn2 kamu sendiri anak haram orang tua duka ntidakamubil kamu pinggir jalan\n",
            " ebeneben2018 makkamum namanyaa orang idiot\n",
            "wkkkkkk pintar gobkamuk jantidakn\n",
            " ebeneben2018 betul sekali tuh pokeonyaa tetap cari cari salah kakakamu tidakk ketemu cariii trus salah modar bangetu pikir hatinyaa\n",
            "pertanyaaanmu tunjuk kwalitasamau bos lain kali kakakamu komentar kata2nyaa teliti bos kira2 benar apa belum\n",
            "kasi benci jokeowi\n",
            "iya mana benar tulis formatnyaa ijazahnyaa nempel dikamugo ugm tadiak nempel kamugo ugm ubur2 ikan lele bkamunder le\n",
            "masuk ijasah nyaa amin rais roy suryo semua fitnah pak jokeowi dicuritidaki berijahah palsu\n",
            "kalau teman kuliah palsu apa orang kamuar antidakasa \n",
            "arti jurus tegnokeamugi kayu semua jurus ugm tak perna ada arti teman jokeowi nda kulia ugm nda jada urus tegnokeamugi kayu ugm\n",
            "kalau aku sih andai punyaa ijazah ugm bangtidak tak pamer2 kan  ntidakpain tutup2i\n",
            "roy panci wkakakakkakakaka\n",
            "teriak teriak ijazah palsu ancene pakar palsu kabeh pak ntidakkune pakar pakar panci ternyaata\n",
            "kompas media pelacurr slkamu tendensi n dibyr 7okeowi anjingg g berpendd kan otak karenaiminal dunia no 2 occrp t bantah\n",
            "ijazah temannyaa matre\n",
            "cw hijab jokeowi kamupa namanyaa kamupa kerjanyaa wkwk\n",
            "ntidak urus nunjukin kalauau sangsi hukum dua belah pihak tunjuk biar fitnah masuk penjara\n",
            "sedimen ap pasir laut\n",
            "tokeamung teman kuliah jokeowi jelas masyarakat gelar jokeowi dar psudahal beliau kuliah hutan kemudian gelarnyaa ubah jadi insinyaur jadi capres\n",
            "setintidakn medsos\n",
            "pas photo ijazah pakai kacamata pakai \n",
            "aduh tipu2 emang rakyat percaya pentidakkuan kaya begitu intinyaa negri meletidakalaukan ijazah palsu karna tidakk lantidakah2 kontidakarenait berantas itu padahal lihat jelas ijazah jual belikan negeri\n",
            "pak jokeo ampon paring perso ijasahe panjenentidakn simpen mawon\n",
            "jaman jutidak duka samapp tahun 80 han masalah\n",
            "tahu gibran jutidak kamukamusan s1 ugm trus s2 ui s3 nyaa harvard anak beliau memang hebat cerdas\n",
            "hanyaa orang benci jadi tokeamul dungu percaya ijasah palsu guobkamug ugm udah kalauarifikasi samaa kalauarifikasi\n",
            "dariama\n",
            "mampuss ssaja semua lama tuduh ijazah pak jokeowi palsu justgru ijazah kamu uji apa asli tidak utama dokeataor dokeataer palsu\n",
            "santidakata dukung pak jokei ijasahnyaa asli video 2023 kan bukan video sekarang2 ini saya hafal betul video n semotidak biyau parengi sehat sekekamuartidak amin dan andmin tokeamul video video lama bukan baru baru\n",
            "muka kaya kamu punyaa kulkas karenaeditan pamerin\n",
            "waduuh ijazah pke matre\n",
            "mau jual tanah apa pake matre\n",
            "kamu tanyaa orang tv wartawan duka buat videonyaa\n",
            "siapa bilang duka jutidak insinyaur kata siapa dar kamu kamu jelas mana informasinyaa takutnyaa kamu kena berita hoax kan orng kamu selaka karenana hoax soalnyaa otaknyaa dantidakal banget tapi berlatidakk kaya orang pinter\n",
            "pertanyaaan santidakata cerdas dasar hoax lihat banget bodoh\n",
            "duka gelarnyaa ijazah tulis sarjana hutan sekarang kan gelar beda prodi fakutasnyaa sekarang gelar fakultas hutan jadi sarjana tehnik disintidakat st\n",
            "muntidakin punyaa 2 gelar kali kampus swasta sama ugm\n",
            "duka wakatau sekolah minus pake kacamata sekarang udah sembuh ngtidakk pake dul dul\n",
            "rekayasa kekamumpoke anda dipakaiin kacamata\n",
            "yah namanyaa editanyaa roy surpanci\n",
            "sebebegitu bebalnyaa orang2 rasuk dentidaki benci maka hilang akal sehat fakataa bukatai apa sodor mempan lg kuat setan mmg tangguh jtidak so foranget it biar sj tak obat lg\n",
            "ngibul apa sakit jiwa kamue\n",
            " terus percaya terus jadi benci kamu mati hidup hanyaa sekali guna benci se benci bencinyaa\n",
            "kalau ijasahnyaa tak ragu temu dg teman kuliah jadi \n",
            "cepet kandantidakan gutidakata g usah lama2 sekali demo kandantidakan biar menikamuati tintidakah lakunyaa sendiri\n",
            "ijasahnyaa seprtinyaa beda dentidakn pak jokeowi ijazah pak jokeowi edar dimedsos pakai meterai\n",
            "amin rais roy suryo anak abah dkkk tokeamung mukamutnyaa tenggelamemangan\n",
            "bagus tingtidakalau bawa pentidakdilan jawab pertanyaaan dutidakan palsu ijazah sama bentuknyaa apa betul menyaelesaikan studi sampau tuntas\n",
            "dokeumen 2022 diposting lg sampah dasar tipu palsu\n",
            "video baru min ini video 3 thn lakamu jngn jadi pembohontidakn bodoh publik jadi media\n",
            "sehat selaka pa jokeowi \n",
            "presiden baik indonesia \n",
            "makin hari makin kurang dosa pak jokeowi transfer iblis iblis\n",
            "media belah beda menyaesatkan mempropatidaknda kompas tv mantap terus memperitakan benar\n",
            "sehat2222pak\n",
            "emang koplak semua orang asli kata palsu bukatainyaa temen temennyaa aku\n",
            "lihat ijasah asli bukan dariama reuni teman palsu  si ijasah palsu mulyono bikin vidio kebohontidakn santidakata bodih naif\n",
            "rsaja bohong\n",
            "orang2 tuntut izaza pak jokeowi video banyaak teman2 pak jokeowi itu kalian tanyaa satu satu teman pak jokeowi\n",
            "buang wkata tangtidakpi komunitas otak balik kamugika nalar mrk kacau terbalik2  ugm kalauarifikasi foto 2 teman2 seantidakatan foto wisuda ttapi percaya terus mau blg apa lagi\n",
            "tingtidakalau cek saldo\n",
            "teman teman jokeowi orang top semua hidup nyaa mewah kaya2\n",
            "tidakk usah tunjuk pak jokeowi biar kan ssaja orang gila sesat ngurusi probadi orang kecuali ranah pentidakdilan  biar pidana hukum nyaa si tuduh\n",
            "rifaiakbar4681  kalau ngomong pikir duka masa tidakk pernah baca berita tanyaa ugm sana biar lebih jelas\n",
            "contohnyaa tunjuk ijasahnyaa ssaja ditanyaakan namanyaa jutidak cari salah orang\n",
            "bambangsugeng-v8w makkamum bang grombolan sakit hati dungu semua walaupun ksh tau kali kali tetap bebel\n",
            "sumarimari3352 muntidakin obatnyaa habis om jadi ngomongnyaa ngelantur\n",
            "terang liat\n",
            " positiv1841 makkamum siwer matanyaa apa otaknyaa sentidakalauek ya\n",
            "intinyaa jadi bukatai riil  bukan soal vidio lama or baru emg kkamu vidio lama lakamu bohong\n",
            "kamu jadi orang kog tokeamul sich dul trll byk minum air kencing ya d situ tulis arsip faham arsip dul\n",
            "apa urusannyaa jokeowi tunjuk ijasah kecuali tukang fitnah masuk sidang tunjukin hakim emang grupnyaa amin rais eggy sudjana hti fpi mereka sampah masyarakat\n",
            "betul tuju\n",
            "tuju\n",
            "saudifillah1009 udah masuk pentidakdilan kali bahkan korban vonis 6 thn penjara n skarenaang bebas tapi tetep dipentidakdilan kuasa hukum pentidakcara si jokeowi tunjuk ijazah aslinyaa tapi hakim toke pakamu salah dakwa karenana tuduh ijazah si jokeowi palsu tanpa bukatai ijazah aslinyaa\n",
            "hahaha nah kkamu udah laku arti ijasah jokeowi asli donk kamucu  heliasandaria-ur4ti\n",
            "betul banget mau mereka fikir enak2 jokeowi kasih ijasahnyaa terus mau aman2 saja emang kurang kerja baris sakit hati\n",
            "adem kkamu ngliat orang2 cerdas benar pd ngumpul orang baik kumpul dg orang baik ternak onta kebo langsung intidakata lagunyaa megy z  kau tari nari atas kamukakaku ini bhahaha mesake mesake \n",
            "heboh ijazah palsu motor pakar telematika bukan kamukamusan it fisip mbah gelandantidakn politik alpa bayar haulnyaa jalan kakak yogya - jakarta kakakamu pak jokeowi menang tahun 2014 ketawain pak \n",
            "250418 mudah sekali membukataikan apa betul jokeowi kamukamus ir ugm a l tanyaa ssaja teman2 kuliahnyaa tentunyaa ugm sendiri\n",
            "sering ketemu kata jokeodoke kasih kue komisaris\n",
            "roy suryo urus duka panci bisanyaak itu\n",
            "si toe s2 wkwkwkwk\n",
            "bayar\n",
            "benar pak jokeowi tunjuk ijazahnyaa kpd benci pas tunjuk jutidak kan mata tutup  mereka ngtidak henti situ ssaja entah mau bikin dariama apa\n",
            "dasar orang saki hati orang orang partai kalah bikin fitnah ntidakkunyaa atas nama rakyat ndasamau sing otake iblis\n",
            "saatnyaa tertawa pakar pancimatika \n",
            "jadi ijazahnyaa hilang terus kamu ken jadi presiden maksain bikin ijazah aspal bro kena kamuh tipu goubkamuk\n",
            "sedih lihat vidio ini yang sabar pak jokeowi \n",
            "roy nonton ntidakk \n",
            "maling\n",
            "ha ha ha  sekamuruh indonesia dunia sibuk urus ijasah palsu\n",
            "bukataikan pak jokeowi tar tidakk usah kasih apaun penjara pemitnah itu biar semua masayarakat tau jejek digital orang pemitnah itu\n",
            "kalau memang ijazah asli tunjuk-kan publik takut jantidakn jokeowi punyaa agenda tentu sentidakja bikin kemekamut sekamuruh rakyat nkarenai\n",
            "wow hebat pak joke nunjukin temen2 nyaa sekali sajah nunjukin foto bareng mamah papah wisuda pak\n",
            "jantidakn tunjuk pak percuma ditunjukkin orang orang dentidaki tukang fitnah\n",
            "rintidakus penyaebar hoax ijasah palsu\n",
            "oke tunjuk segera ijasah asli\n",
            "ngtidak kali\n",
            "bp nyaa kan alm bp jokeowi kekamuartidak miskin kala tak mewah kalian2 selfi selfi bahkan pantat kalian kalau mau nonton kalian foto\n",
            " user-rg3ds9dn9m otakamuu karna ikut amin raiso\n",
            "user-rg3ds9dn9m sekali nunjukin foto hitam putih masa kecil ntidakngon kambing ato banjir pinggir bentidakwan sokeamu tambah percaya\n",
            "komen tol l\n",
            "tuju biar mati penasaran \n",
            "emang covid y pakai masker atau\n",
            "kalau gerak tubuh tawa lepas tunjuk spontanitas artinyaa jujur apa adanyaa arti sikap buat\n",
            "kadariun otaknyaa stress tidakk bakal percaya\n",
            "kira2 kadariun sakit hati tidakk\n",
            "orang orang benci pak jokeowi punyaa otak pki sebenarnyaa \n",
            "semantidakata terus pak presiden 7 pak jokeowi yang cemar nama baik ketemu pentidakdilan \n",
            "roy suryo bilang teman2 jokeowi palsu emang tidakk benarnyaa roy si pakar abal2\n",
            "sekarang cinta pak jokeowi\n",
            "jujur ssaja publikasi ijazahnyaa \n",
            "ketawa lebar mukamut mu sebekamum larang pada wakataunyaa kaliam ketawa karenan mukamutmu penuh boroke sembuh2\n",
            "rsaja bohong mati karna bohong\n",
            "gutidakata pentidakdilan muka muka panggil sebatidaki saksi\n",
            "teman 2 dada kali\n",
            "sy percaya ijazah pak jokeo asli asli fc \n",
            "ketawa palsu penting ketawa\n",
            "broo udah selesai masalah ini tokeamung tanyaakan kepada profesor guru besar tempat pade kuliah katanyaa ijazah hilang ternyaata pade pamer ijazah depan wartawan syarat nyaa foto tokeamung tanyaakan profesor gimana ini biar masyarakat tau mana benar antara  profesor guru besar atau pade mantan kuasa terima kasih di tunggu ya tidak pakai lama salam nkarenai merah putih\n",
            "kurang natural\n",
            "temu kapan ini\n",
            "kadariun percaya dng video  oh tidak kan tuju memang bikin tidakduh nyaari nyaari apa buat bikin tidakduh tokeamung catat 2029 santidakata bahaya pilih spongebob jadi presiden pecah bangsa jadi\n",
            "berfikirlah positif orang muslim taat ibadah kamu tuduh beliau membukataikan apa kalian ingin cukup bukatai benar benar palsu ijazah beliau pak jokeowi intidakata dosa beliau tanggung akhirat dosa bohong sekamuruh manusia dunia azab pedih alami bohong banyaak orang orang fitnah azabnyaa lebih nenyaakitkan\n",
            "segera bawa ijazahnyaa membukataikan pihak2 tuduh salah tunggu bang mul dipentidakdilan insyaallah cepat lambat karma tiba aminnn\n",
            "agustinatumbelaka5374 knp baru sekarang ayo cepat bukataikan alias palsu\n",
            "mawareffendy4782 hadir jutidak kamu pentidakdilan ya kalau terbukatai asli gerombol sakit hati tunjuk bukatai tuduh sekali kamu ikut masuk penjara ya\n",
            " randemjame ya dah kamu ikut tiem nyaa egi biar ikut nginep hotel prodeo\n",
            " mawareffendy4782 tanda kakakamu kamu ikut masuk bui yaa\n",
            "ariphardiyanto5007 sebenarnyaa palsu giginyaa si panci itu\n",
            "kayanyaa tahun 85 mahasiswa tutidaks belsajar jadi kayanyaa umur semua kira kira umura sekarang 70 tahun semua jadi bapak jokeowi masuk ugm sama kekamumpoke tutidaks belsajar kira saja\n",
            "sekarang kenal kulia online jadi beda ijasah wakatau itu\n",
            "oh si roy panci ntidakku pakar telenovela itu  \n",
            "tanyaa pak roy nih temenyaa asli palsu\n",
            "jadi jadi bukan mata jokeo bohong bicara data jutidak muntidakin tau kebohontidakn si jokeo\n",
            "ragu p jkw memang kuliah masalah tamat nyausun tidakk tahu biasanyaa masing2 tapi biasanyaa tulis bahkan tinta ijasah biasanyaa tulis 1 orang tunjuk\n",
            "purwantoprihadi7808 jutidak kata palsu kan ahlinyaa palsu palsu si roy\n",
            "usamaantavip kalau beda tahun wisudanyaa jutidak beda tulisannyaa satu antidakatan beda wakatau wisudanyaa tertidakntung cepat lambatnyaa kamukamus uji skarenaipsi\n",
            " user-rg3ds9dn9m yaaa kamuu benci sembuh2 semua salah mata kamuu kalau benar jtidak tetap jtidak kamuu percaya karna terlakamu benci bawa sakit hati mati derita kamuuu\n",
            "aku samap samaa ijasah nyaa tulis tantidakn semua\n",
            "roy suryo bilang teman jadi2 an dasar roy panci\n",
            "udah jugan sebut roy surya mengapa \n",
            "kamu pentidaknut taqiyah ya percaya kalau bohong user-rg3ds9dn9m\n",
            "namanyaa jutidak panci kosong nyaaring bunyainyaa \n",
            "roy suryo palsu broo \n",
            "jantidakn terlakamu benci orang rusak hati user-rg3ds9dn9m\n",
            "si suryo alias roy suryo alias panci masuk penjara semotidak \n",
            "roy panci otaknyaa palsuuuu otak udang muntidakin\n",
            "mata nyaa panci palsu  purwantoprihadi7808\n",
            "roy koboan ae agussud63\n",
            "benci roy suryo dkk pak jokeowi santidakata dalam\n",
            "roy panci roy panci dentidakn ijasah asli darma bakatai apa kamu ikan netidakarenaa\n",
            "roy suryo nih\n",
            "sudahannyahardy udah hotel besi\n",
            "roy kekamumpokenyaa sdg surup hantu  apa sampai maupun bukatai rill ijasah asli angtidakpnyaa palsu teman kuliahnyaa palsu\n",
            "roi percaya meskipon terang benderang\n",
            "rs cocokenyaa jadi tukang tambal panci \n",
            " paksun1053 bukan pakar telenovela si panci pakar bokeep \n",
            " agussud63 roy suryo percaya kalau kabib yaman palsu roy panci stresss\n",
            "benci py target bikin keruh netidakarenaa tersintidakir jatah kursi\n",
            "mampus si roy panci\n",
            " paksun1053 anjir pakar telematika mana tidakk sumbangsihnyaa buat netidakarenaa\n",
            " bayuar5114 si panci mentidakataakan temen kuliah palsu tulis temen kuliah bajunyaa \n",
            "peka mata batin bisa menyaimpulkan diakamug temu iniw\n",
            "telepanci kata orang pak  paksun1053\n",
            "bennyaanguitarjamtrack o i t i  k i  2 o i i t  o oke\n",
            "muntidakin banyaak bansos kamucu minta tunjukkin ijasah ditunjukin teman santidakata kamucukan kan betul kan kamucu\n",
            "tuhan tidur orng jahat jahil metakil balas azab pedih tunggu\n",
            "benar\n",
            "kadariun pernah jadi manusia punyaa akal budi kadal maksimal jadi biawak \n",
            "video taun kapan ini\n",
            " nanditachannel12 2 tahun lakamu belakang tulis arsip\n",
            "nanditachannel12 berlatidakk kaget apa gimana jauh jauh tahun sebekamumnyaa video jelas spt ini kalian ssaja sentidakja bikin tidakduh netidakarenaa\n",
            "betul sekali bagi anak abah pomengapanyaa ijazah jokeowi palsu wiss angel kansudahansaya\n",
            "eeee hama jawa soke2 hina kadariun dasar jawa hama\n",
            "adiharianto-kamu3kc cuman adil kasihan orang2 penjara tidakarenaa2 ijazah palsu contoh almarhum hj komar penjara kan tidakarenaa2ijazah palsu coba dah jujuran tidakamupang tunjuk kan sama semua wartawan uji porensik tulis kertas nyaa kan modern patung sja ketawuan tahun buat nyaa masa ijazah tidakk bisa baru benar asli nyaa kamugowo biar aman\n",
            "taufiqurrahman9629 kkamu bebegitu orang suka ntidakataur orang benar ntidakk sekarang perkara ijazah pak jokeowi apa hak nyaa mentidakataur pak jokeowi soal ijazah mau ditunjukin apa hak asasi pak jokeowi kkamu paksa melangtidakarena ham\n",
            "adiharianto-kamu3kc maaf bos kalau orang tan muntidakin butuh kan masalah ijzah skck sim paspor dulul jikalau mawu masuk pns karyawan dulul muntidakin kamu bosss\n",
            "taufiqurrahman9629 maaf bos knapa masalah tahun kemarin knapa ntidakk awal jabat walikota surakarta data semua kpu yang jelas orang orang model kaya terima benar bahkan ni umpama panggil malaikat maut ngeyel semotidak benci akhirat diuntuntidakan malah pak jokeowi\n",
            "sebaiknyaa nama bela ulama\n",
            "koq tidakk berani tunjuk ijazahhaia  tunggu jadi jenazah duka  \n",
            "memamg tmn kuliah mukidi lanjut kamukamus karenan malas karenan jurusannyaa khutanan suram k depannyaa makanyaa mnding jadi tkg mebel daripd kuliah d khutanan\n",
            "teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            "teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            "pinter adetidakn dariamanyaa\n",
            "\n",
            "manggultas hutan ugm jurus nehnik kayu\n",
            "muntidakin maksudnyaa buka raflesia ya lah kalian cerita semua jutidak tahu ntidakarenaang kne jurus tehnokeamugi kayu ugm\n",
            "masalah aib besar nasional\n",
            "roy suryo amin rais egy sujana dulul gerombol sakit hati kalah pilpres penanguran otaknyaa dungu\n",
            "usah dentidakarena gerombol sakit hati orang2 penanguran otaknyaa dungu\n",
            "banyaak manusia matanyaa buta hatinyaa tutup benci sehingtidak rame2 jadi orang dungu bin tokeamul ala rokey gerung sehingtidak berani rame2 menggerudug rumah pak jokeowi mempertanyaakan ijazah \n",
            "kamugika mau kerja dikantot kecil ssaja lihat cek ijazahnyaa mosoke mau jadi walkot gubernur presiden engtidak intinyas dalang balik onar ijazah\n",
            "minta tunjuk ijasah asli tunjuk teman\n",
            "urus ijazah muka urusin tuh korupsi \n",
            "penjara sentidakuti dungu buat tidakduh negri\n",
            "reuni sayah orang-orangnyaa tampak canggung reuni asli hutan ugm 1985 jokeowi lha memang rasa kenal kuliah\n",
            "buat sandiwara dasar bohong\n",
            "intrik konspirasi suku balawi ndazu tharim kotor nyaampah yahudi kkamumpoke martidak utara hapkamu g\n",
            "kadariun tidakk bakal percaya sakit rasanyaa lihat kenyaataan sehat selaka pak jokeowi biar sakit makin sakit\n",
            "kalau ijazahnyaa asli tanyaa le ngiseng neng kali po neng wc\n",
            "pakataamziss-u2f6r kalsu ijazahnyaa palsu hsrus cebokei pakai arit\n",
            "biasa kalaumpoke anak abah \n",
            "ugm tu objekataif bre\n",
            "mario anjing abah\n",
            " shinta-l7e teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            " penikamuat pagi6431 teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            "temen2 wisuda orang kalau wisuda arti kamukamus uji skarenaipsi s1 kamugokeannyaa kalau kamukamus ijazah tidak pantes netidakarenaa tidakamupang dipentidakarenauhi hoax sdm rendah mudah tipu hal2 dibuntidakus atidakamua mudah hasut\n",
            "semotidak segera waras orang2 koplak benci pak jokeowi\n",
            "mata\n",
            "tanyaa awak media lah kalau kakakek2 maksa ngeliat memang tidakk kasih liat biar kecewanyaa makin karat\n",
            "kalau orang cerdas jelas pak jokeowi ijazahnyaa asli kalau nuduh palsu ya orang mengapa bin idiot\n",
            "suka2 lah terlakamu terprovokeasi\n",
            "tunjukin ijazah bukan teman bebegitumah buat\n",
            "cerdas bro minta ijazah asli bukan teman temannyaa jokeowi si tipu ukamung \n",
            "otakamuu instal ulang coba broo\n",
            "sintidakirkan benci hati\n",
            "bangun bangun sudah th 2025 bro aghisnatilawah4582\n",
            "kakakamu otak celeng jelasin apa tetap otak celeng benci bawa sampe liang lahad\n",
            "jugan angtidakp semua spt kamu bohong  aghisnatilawah4582\n",
            " aghisnatilawah4582 int apa\n",
            "kalau mau lihat ijazah pentidakdilan berani \n",
            "kapasitasamau ap pak jokeowi lihat ijazahnyaa suka2 pak jokeowilah coba resap rugi mu ap dan untungnyaa ap buat bljar aj biar guna kkamuartidak orang\n",
            "teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            "urus teknokeamugi biar jadi netidakarenaa hebat muter ijazah\n",
            "wkkkkkk opini sentidakuni\n",
            "urus jutidak korupsi jutidak ijasah\n",
            "komentar salah emang gokeamuntidakn sakit hati jabat suruh ngurusi koruptor orang pentidakngguran makanyaa cari kerja den ngurusi ijasah orang tar abis ijasah cari muntidakin jarum tumpu jerami biar heboh dasar orang  gila bisanyaa bikin netidakarenaa rusuh harysnyaa orang kya gin buang pulau pencil\n",
            "ngurusi ijazah jokeowi lawan politik nyaa orang sakit ati\n",
            "memang sentidakja kaum2 tokeamul karenana mntidakin jatah hasil koruptor junjuntidaknyaa  makanyaa tidakk bakal koar koar hukum mati buat koruptor ampas aset\n",
            "bohong benci kalian balas lebih pedih\n",
            "agenda hitam balawi\n",
            "skenario jahat hitam gelap booookeamuwi yomoun ndazu tharim\n",
            "dariama liat setintidakn ngumpul2\n",
            "seharusnyaa jokeowi tunjuk ssaja ijasanyaa asli dan tuntut balik atas cemar nama baik kamumayan kan berapa elit politik masuk masuk penjara beres kan atau tunggu lawan politik nyaa kelas kakakap ikut menuduhnyaa pak anis muntidakin baru mengekamuarkan kartu as nyaa kalauau benar bebegitu sungguh licik kejam nyaa jokeowi ambisinyaa bikin ribut adudomba rakyat dan jutidak menguntuntidakan elit politik tarung tahun 2029\n",
            "prcy ijzahnya palsu itu orang iri orang2 bodoh orang2 untuntidakn dn orang2 pmbnci rasuk iblis\n",
            "tukang dobol pesan trakataor 1000 unit selesai jugan buat orang rugi ratus milyar karenan omontidakn mu meduk kaya tela\n",
            "pk jokeowi \n",
            "modyaaar likkk nek ijasahe terbukatai asli ra sido cair modyarrrr untung tuduh urat makamunyaa dah putus coba kalau engtidakk saking makunyaa bundir \n",
            "iy pak mau naik gunung karenainci palembang nyaampe padang orang kuliah apa tau kalau palembang lebih dekat jakarta padang\n",
            "teman jokeowi wakatau kecil kampung suka main sawah dekarang dah pafa sukses semua\n",
            "pihak ugm akamumni seantidakatan beliau beri pernyaataan benar beliau kuliah ugm orang msh tidakk percaya otak perasaannyaa taruh dmn begitu memang benar ternyaata kedntidakian tutup mata hati\n",
            "kekamumpoke cundang dasar orang moral\n",
            "tingtidakalau tunjuk ijasahnyaa asli malah bikin tidakduh kamu jokeowi otaknyaa mana kamu si\n",
            "tingtidakalau nunjukin ijazahnyaa beres malah bikin acar g mutu kek gin  waguuu\n",
            "kamumayan bayar jokeowi buat beli mobil\n",
            "bahasa inggrisnyaa knp lancar sedantidakan pk prabowo biar kuliah ugm bahasa inggris lancar\n",
            "jadi intidakata kata2 gus dur beliau lengser amin rais sampah politik\n",
            "tuntut balik nuduh ng asli\n",
            "\n",
            "tipu badut kumpul pura2 ketawa\n",
            "boss liat pentidakdilan mana benar mana salah kamu kan tau pa jokeowi mau tuntut balik atas nama cemar kamu liat pentidakdilan palsu ijasahnyaa pak jokeowi\n",
            "benci mata n hatinyaa tutup kamumpur mana terima benar\n",
            "lanjut pentidakdilan tingtidakalau tunggu anjing2 tukang fitnah masuk penjara \n",
            "bikin ribut tukang fitnah jokeowi cuma korban\n",
            "teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            "karyarealita tidakk tu teman nyaa beri pernyaataan kumpul bos usaha ditolang mulyono bro\n",
            "namanyaa jutidak kompkamutan  opkamusan tinja panci  soke intelek aslinyaa idiot \n",
            " erwantooppo-qm2lj negeri butuh jalan depan bukan kutat tempat kayak mau cuk apa sebut konsistensi ikut pro kontra parpol aku golput neg lihat kalian pro kontra urus unfaedah  konsistensi mana jauh konsekuensi kamugis\n",
            "tunjuk ijasah asli publik baru percaya\n",
            " erwantooppo-qm2lj kait isu  tak usah ntidakjari ikan renang air   soke yes\n",
            "slametriyanto-ju5bh ikan bermacam2 hercules mulyono satu antidakatan ugm  univ gerombol mulyono lah ibarat ikan tri satu\n",
            "bukan soal iri dentidaki intrik2 politik gimana caranyaa jatuh lawan politiknyaa walaupun dikamuar nalar sehat salam damai \n",
            "zulkarnaenungu i i k i y o itik o  ti i   yo o it k i i  t i\n",
            "taruh botol kali tapi otak simpan waras coba pikir 1 skarenaipsi punyaa ttadi dosen bimbing 2 skarenaipsi punyaa tahun 3 ijasah hilang 4 poto pake kacamata 5 tulis pakai bekamum zaman itu jadi tanyaa otak kamu kau simpan apa simpan ckamuset banyaak tai\n",
            " erwantooppo-qm2lj saya tuju dentidakn dapat anda sy yakin orang cerdas pertanyaaan saya kapan kira kira pak jokeowi cari dapat ijasah palsu tuduh\n",
            "wisnubroto6603 lebih jelas tanyaa sama akun fufu fafa tau rena rsaja fitna\n",
            "bayar\n",
            "ditunjukkn wartawan bukan ditunjukkn gerombol kamu punyaa benci kedentidakian ubun2 tunggu saatnyaa pentidakdilan kata orang bijak  kamu jual gua beli dentidakn hartidak mahal \n",
            "mengapa jantidakn pelihara cukup burung kicau pelihara tambah sdm rendah kurang baca  baca ini menyaalahgunakan data pribadi cantum pasal 65 jo pasal 67 uu pdp sebatidaki ikut tiap orang larang lawan hukum oleh kumpul data pribadi bukan miliknyaa dentidakn maksud menguntuntidakan diri sendiri orang mentidakkibatkan rugi subjek data pribadi pidana penjara paling lama 5 tahun dan atau pidana denda paling banyaak rp5 miliar tiap orang larang lawan hukum menguntidakapkan data pribadi bukan miliknyaa pidana penjara paling lama 4 tahun dan atau pidana denda paling banyaak rp4 miliar tiap orang larang lawan hukum guna data pribadi bukan miliknyaa pidana penjara paling lama 5 tahun dan atau pidana denda paling banyaak rp5 milyar\n",
            "anjingnyaa amin rais nie orang\n",
            "probowo tingtidakalau yordania peristiwa thn 1998 jadi usaha yordania komunikasi bahasa inggris rekan2 bisnisnyaa kamukamusan s1 sekarang yakin 90  bahasa inggris fkamuent lancar\n",
            "kwkkwh nmpak msih bocil orang taunyaa msih main mask2an\n",
            "otak mu kamu buka memang nya jngn kw selaka pikir kotor sama orang benar buat tetap salah itu kalau pikir kotor\n",
            "semua bohong besar kumpul memang tipu kamuarbiasa\n",
            "emang metik edelweis menyaalahi kode etik cinta alam dan jkw paham itu semua giat ortidaknisasi kpa mpa sejenisnyaa mentidakdopsi kode etik cinta alam\n",
            "pro jantidakn dimasalkan kumis sy duka muda kumis tua tak kumis iyanyaa kamu benci\n",
            "dasar tipu tetap tipu\n",
            "bukataikan ssaja jantidakn omon omon\n",
            "mata pak jokeowi bayar kumpul asli teman kuliahnyaa kau bilang setintidakn\n",
            "iso ae damel yakin \n",
            "gokeamuntidakn orang2 bayar aplgi jokeowi bnyak duit amat mudah rubah hitam jadi putih bila jokeowi bohong sekamuruh rakyat indonesia memang sungguh berat hisabnyaa jokeowi mentidakkui tobat sesungguhnyaa allah maha pentidakamupun\n",
            "duka jiwa pimpin\n",
            "kakakamu dokeumentasi foto sama seantidakatan ragu kakakamu kuliah ugm\n",
            "pomengapanyaa dukung baris sakit hati pimpin rizik imigran yaman g muntidakin cinta tanah air  kalau komen mesti mentidakataasnamakan rakyat atidakamua  azab  takbiiiiiiiiiiiir\n",
            "sayah fotonyaa kumis sekarang bersih tampa bekas apa kena karenamarau\n",
            "duka foto wisuda memang kameranyaa rendah\n",
            "bnar ijasah tu oaskamu ikut dukung motidak beri azab\n",
            "tokeamung jawab siapa sebenarnyaa dosen bimbing skarenaipsi bapak ir kasamaudjo apa bapak prof soemitro apakah betul semua lembar kesah skarenaipsi dicantumemangan dosen uji tgl uji suwun teman bapak bila menyaimak komen ini\n",
            "atur sebekamumnyaa datang asli hutan ugm orang satu titip aku sebatidaki akamumni ugm sandiwara lah sebekamum terbontidakar\n",
            "alhamdulillah cerita cerita temen temen pak jokeowi benar benar asli bukan karang karang\n",
            "nuduh dasar tidakk tau maka\n",
            "ibunyaa pas kacamata atas namanyaa hari\n",
            "ijazah paling istimewa photo pake kacamata dan satu satunyaa indonesia\n",
            "otak mu stress akut kasih bukatai malah katain bohong\n",
            "cuma lihat begini menyaimpulkan semua bohong besar dasarnyaa apa ya jutidak kecewa dg apa laku kepemimpinannyaa merta kehilantidakn akal sehat dentidakn tuduh bukatai\n",
            "koplak\n",
            "silah finah terus azab timpa orang2 jahat slakamu finah\n",
            "jutidak salah bukatai kamul \n",
            " hafidfirdan teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            "tidakk masuk akal\n",
            "teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            "kamu gobkamuknyaa minta ampun sebegitunyaa begoo kalau uda benci uda dibukataikan jutidak tetap percaya \n",
            "akibat pelihara sakit hati ini\n",
            "nuduh ijazah palsu palsu hukum bawa bukatai-2 \n",
            "posamaantambunan1288 tau kalau ijazah pakai jas foto nyaa hitam putih tidakk pakay kacamata sama bikin kataapi sim kurang tawu kalau paspor masalah teman2 tidakamupang sumatera tingtidakalau jakarta tingtidakalau orang2 lewat kasih ampkamup ceban2 kalau ditanyaa orang2 kau ntidakku saudara ku tidakamupang\n",
            "taufiqurrahman9629 kaca mata boleh asal bukan kacamata hitam\n",
            "kakakamu teman2 seantidakatan jutidak tunjuk ijasah masing2 lebih yakin\n",
            "kan fotonyaa\n",
            "riyantoyansen molyono nunjuk kan kaya teman2 nyaa orang mah pak mul bawa cocokean sama reman2 sama tidakk teman2 brani kerna benar ijazah nuya kan pak mul cuma ngomong doang teman2 ssya saja siapa buruh uang jaksa hakim ngorbankan jabat uang apa rakyat biasa\n",
            " robbybewoke1196 teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            "kamu sekolah apa ngtidakk jaman andarioid familiar sekarang otak pakai buat berfikir bukan jadi beli\n",
            "hakamu dariuuunnn kamu lihat videonyaa samape tuntas makanyaa kakakamu sekolah jantidakn cuma sampe pintu gerbang biar kaya rokei gerooong si super cerdas ituuu lha video jutidak saji dokeumentasi lentidakap dg penjelasannyaa  engtidakk sekaliyan kamu bilang  kamuohhhhh mahasiswa tua-tuaa uban dulul  intinyaa bagi cuma ini  semua tidakarenaa-tidakarenaa abah abudmu keoooookekk  abah abud jadi presiden ri  bukan pleciden spt kamuohh kesongontidakn dg tema jokeowi pernah  ssaja masalahnyaa \n",
            " taufiqurrahman9629 baris sakit hati \n",
            " taufiqurrahman9629 sudah dariun kadariun isu ijazah palsu pak jokeowi tak tutup berita palsu nasab palsu kadariun imigran yahudi yaman\n",
            "maksud kamu foto dokeumentasi pakek kamera hp ipon \n",
            "buzzer semuanyaa\n",
            "riyantoyansen masalah tuduh tuduh wajib membukataikan tuduh misalnyaa istri tuduh zina sama mantannyaa istri membukataikan istri zina kan wajib membukataikan tuduh \n",
            "liat ijazah temannyaa matra yng wowoke makek matra\n",
            " sugiantoyanto4364 sudah pukamuhan bukatai du tunjuk sama hakim ternyaata hakimnyaa takut sama presiden kira kira apa yng kau kamu\n",
            " taufiqurrahman9629 rakyat biasa spt ekamu tidakk heran lg selaka butuh uang tidakk peduli uang haram pomengapanyaa embat kaan\n",
            " purwantoorbadi2243 abah abud jadi presiden negri orang banyaak x orang pantas nusantara ini\n",
            " riyantoyansen kan sudah sama tuh izsajahnyaa sama temen  nyaa cuma orang bodoh msh cari salah orang lain \n",
            " taufiqurrahman9629 emang kamuh siapa  ntidakca baru ngomong\n",
            "tunjuk ijazah aslinyaa\n",
            "buzzer orang tokeamul bedakn orang zina sama barang tinggl tunjukin ijazah aslinyaa\n",
            "jantidaknkan foto kkamupun sdah d tunjukin ijzahnyaa cari celah laen mnjtuhkn pak jokeowi itu sdah d ragu lagi\n",
            "mestinyaa ijasah 1 jurus 1 antidakatan tipe tulis bahkan tintanyaa tulis orang sama tingtidakalau bandintidakan 10 orang jurus antidakatan sama\n",
            "la tau sholat kau kata pki tunjukin asli tetap kau kata palsu otakamuu benci\n",
            "su jaman thn kamuh bekamum jadi cindil bapa mu bekamum bacot su\n",
            "mana percaya nanti dibilangnyaa poto mirip potonyaa edit robbybewoke1196\n",
            "banyaak bro yang ser lihat wakatau naik gunung dulul udah banyaak kalau ngomong temen satu kuliah th jurus sama bilang ijazah palsu aku percaya kalau ngomong orang politik tidakk pernah bareng wakatau kuliah sama jokeowi tidakk percaya politikus suka bohong\n",
            "sebegitunyaa benci pp pak jokeowi intidakata jatidak hati\n",
            " konterlasem-d8p sakit hati lagi kasi\n",
            " purnamasarysary-c4x nujukin ijasah sama orang sakit hati \n",
            "banyaak orang gobkamuk bukatai jelas ngeyel mengapa\n",
            " ekogeceng9195 sepertinyaa baris sakit hati puas ya mau kalian apa \n",
            "perhati foto th 1985 model sisir rambut  samping belah tentidakh \n",
            "maaf pak kumisnyaa makan rayap\n",
            "kalauau asli mati semua mmfinah ya\n",
            "kalau asli gmna  semuanyaa tanggung jawab dunia akhirat\n",
            "kkamu ternyaata asli semotidak azab timpa kekamuartidak mu\n",
            "pikir picik tidakk mau lihat benar\n",
            "azab tentu siapa \n",
            "aku malah neg baca komenmu cuk  sikon darurat korupsi malah ikut nimbrung hal2 unfaedah\n",
            "lagi jutidak nimbrung kompkamutan tinja panci ntidakpain kakakamu bacot politikus publik figur pun negri ini lha nihil progresif aku wni golput gin neg lihat tintidakah kalian soke yes\n",
            " slametriyanto-ju5bh teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            " slametriyanto-ju5bh teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            "tidakk sekali ditanyaa siapa nama penjatidak toilet ibu kantin kampus\n",
            "apa orang tidakk penting ntidakataur2\n",
            "udah jelas semuanyaa semotidak benci jokeowi hidayah intidakata sabar sabarnyaa pak jokeowi batas kesabarannyaa\n",
            "artinyaa ntidak benarnyaa jokeowi mata benci\n",
            "apa mata kalian p jokeowi percaya sekalipun malaikat mentidakataakan ijasah p jokeowi asli kalian percaya benci sakit hati amat sama pak jokeowi kasihan kasihan\n",
            "ahmadsamudi-xf8kk betul bang nyaata2 udah teman2 seantidakatannyaa foto2nyaa ntidak percaya emang rusak otaknyaa bang\n",
            "fitnah balik hina\n",
            "muliono bohong suka ngibul rsaja tipu tipu kalau muliono berani tunjukkin dong ijazah asli nyaa biar timbul fitnah \n",
            "temennyaa punyaa gelar insinyaur tapi gelar jokeowi dar piye toh ubah jadi insinyaur nyaapres apa temen jokeowi bisaa jelasin\n",
            "fotonyaa tidakk sama dg pak jokeowi ya\n",
            "solehwahaiudi-g5r dukuuu gelar dokeataorandus insinyaur samas ijazah hanyaa tulis hak menyaandang gelar sebatidaki sarjana hutan tulis insinyaur dar\n",
            "sugengjokeoutomo4337 dar jurus ekonomi bro dar ada namanyaa hutan jurus ipa mana mntidakin gelarnyaa dar\n",
            "tul bikin ruu omnibus law cipta kerja buat jokeowi dpr sempat jadi debat adanyaa potensi hapus sanksi pidana kait palsu ijazah beberapa pasal pidana uu sisdiknas pasal 67 68 69 mentidakataur sanksi buat guna ijazah palsu dipertimbantidakan hapus ruu cipta kerja hapus picu khawatir kena potensi maraknyaa palsu ijazah prakataik iletidakalau lainnyaa\n",
            "kaum tulang\n",
            "bintantidakarenaya762 sayah masa kuliah kumis jadi walkot presiden mukamus apa kumis nyaa kena gerhana shingtidak rontoke tampa ningtidakalau kan bekas stawu stiap buat rekomen kaca mata buka orang buta skalipun bikin kataapi buka masa kelas ijazah sayahkan\n",
            "teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            " hipdajunkiez teman2nyaa semua palsu jutidak wong ijazahnyaa palsu cocote jokeowi cocot bohong tukang ngibul \n",
            "kamuu jutidak ngtidak tau maka\n",
            "panci embat ntidak maka\n",
            " achirahmat8011 apa lag kamue \n",
            "jaman duka g ketat skarenang boss g usah heran papa ku jutidak pkai kaca mata tebel lagi ijasah nyaa cuma kayak piatidakamu\n",
            "wakatau reuni antidakatan 85 kemaren jutidak kan \n",
            "berita usang update lgi pertanyaaan kelas media kompas tv wartawan wartawati nyaa yng dapat kan berita2 baru gmna nih woooiiihhj\n",
            "mendapa lihat listing rumah\n",
            "down to want me up avicii x yelkamuw and the city kemudian aku rasa apa ngerti apa ssaja dapat tawar jutidak \n",
            "indo trans tv hp masuk indonesia kalah penting dapat tawar downkamuad sah lawan dentidakn mata indah downkamuad sini \n",
            "ijazah gelar bakatai downkamuad sah guna 1  larry page pertama indonesia pernah lihat dentidakn lebih mudah kategori intidakata dentidakn mata telanjang  masuk indonesia hukum masuk akal sehat bukan dariama baby my life  kemudian meni dentidakn beliau punyaa hobi tidakya guna kategori lihat daftar buat rasa lebih baik obat tidur  jadi  nikah  bukan kebangtidakan sendiri pernah pernah matahari\n",
            "mboke ojo geguyu mba mas makkamum ae wong dutidak kurang waras kae\n",
            "makanyaa aniies berhetikan menteri didik mulyono soal mulyono takut\n",
            "sekolah ugm jokeowi goib  ijasahnyaa jokeowi jutidak goib  mobil samak jokeowi jutidak goib  janji janjinyaa jokeowi lama 10 thn jutidak goib  jokeowi serba goib  apa ucap lewat mukamutnyaa jokeowi pastinyaa goib  jokeowi sesungguhnyaa  allahu akbar allahu akbar allahu akbar \n",
            "bodoh bilang ijazah palsu\n",
            "abunawas sokeamu ternyaata kamukamusan ugm\n",
            "mantap pk jokeowi harus sabar hadap orang gobkamuk\n",
            "ketawa jurus teknokeamugi kayu semua bukan\n",
            "tokeamulnyaa benci jokeowi tak mau beri penyaidik bukatai salah jokeowi jantidakn2 tak bukatainyaa\n",
            "kasi orang2 bakal kena jutidak \n",
            "hidup pak jokeowi semotidak sehat selaka\n",
            "reuni antidakatan 1985 pak jokeowi antidakatan 1980 kamukamus 1985\n",
            "bebassbossss\n",
            "istighfar bosss\n",
            "takut apa wlwk hatets selaka hakamu ekwk\n",
            "anis lama jadi menteri ntidak cus kerja\n",
            "pakai alkamuhuakbar lagi hati2 mentidakataasnamakan alkamuh balik diri sendiri 2 hari mati kamu hati2 kamu orang makkamuk goib\n",
            "kamu jutidak ghoib\n",
            "maaf maaf ghibah fitnah caci maki pakai allahu akbar nyaebut mas istigfar mas jantidakn main atidakamua mas atidakamua caci mas\n",
            "periksa penyaakit hati\n",
            "otak kamu ngeri broo\n",
            "ahmadnawi9775 ngeri gimana broo  allahu akbar allahu akbar allahu akbar \n",
            "sutarnotarno5930 ini contohnyaa orang jilat gokeamuntidaknnyaa goib  allahu akbar allahu akbar allahu akbar \n",
            "muchaadmalik maaf maaf mas  emang salah mas  mentidakguntidakan tuhannyaa sendiri mas  allah allahu akbar allahu akbar allahu akbar \n",
            "tutiyuwanti3509 periksa penyaakit hati  emang salah kenyaataan bro  allahu akbar allahu akbar allahu akbar \n",
            "intidakata keti jari tulis salah selamanyaa tetap salah   dapat hadiah tuhan sendiri alantidakah baiknyaa tulis bisa muntidakin baik  jelek  \n",
            "haikal-k4l tanggung jawab  benar  hak batil  allahu akbar allahu akbar allahu akbar \n",
            "mohammadsarif-lp2bc salah besar kalau kalimat tauhid jadi alat caci maki  dendam mengfitnah cari cari salah ghibah berpsantidaka buruk niat jatuh martabat orang karenan bukan sifat2 orang muslim tokeamung baca qs al hujurat ayat 12 wahai orang iman jauh banyaak prasantidaka sungguh bagi prasantidaka dosa jantidaknlah cari cari salah orang dan jantidaknlah antara kamu menggunjintidakan bagi lain antara kamu suka makan daging saudara mu mati  tentu kamu rasa jijik sesungguhnyaa allah maha terima tobat maha penyaayang asbabunnuzul ayat allah turun  dari biasa sahabat nabi sayyidina salman alfarizi habis makan lakamu tidur mendentidakur lakamu jadi bahan pergunjian sahabat allah swt murka lakamu turun ayat ini orang orang biasa kerja akhirnyaa dapat pahala amaliah ibadahnyaa karenan gerus orang 2 sakit yang fitnah caci dicari2 kesalahannyaa  kias tafsir ibarat debu atas batu manakala hujan debu2 kikis habis hujan\n",
            "arti jalan tol ghoib  benar to\n",
            "teryata kamu teryata wartidak rw 024\n",
            "tanyaa bro kakakamu tanyaa roy suryo bilang bayar\n",
            "orang sakit hati boss\n",
            "nakdesanurhendaria1468 coba buka google dumatno \n",
            "nakdesanurhendaria1468 bukan sakit hati orang lihat bodoh  kamumayan hibur \n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "data_clean.head()"
      ],
      "metadata": {
        "id": "xZC5Fy3UdxN6",
        "colab": {
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          "height": 206
        },
        "outputId": "80a8448e-59ca-4c7a-98bb-66041738517b"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                       text_cleaning\n",
              "0                                 habis tuding bapak\n",
              "1  mtidakn lama diam  didiamemangan malah jadi ja...\n",
              "2              kkamu nda mau hina tunjuk ijazamu mul\n",
              "3                           pastas hina karna bohong\n",
              "4                        hasil ngibul nyaa wowo haha"
            ],
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              "      <td>pastas hina karna bohong</td>\n",
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              "  }\n",
              "</style>\n",
              "\n",
              "      <script>\n",
              "        async function quickchart(key) {\n",
              "          const quickchartButtonEl =\n",
              "            document.querySelector('#' + key + ' button');\n",
              "          quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
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              "            google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "        })();\n",
              "      </script>\n",
              "    </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "data_clean",
              "summary": "{\n  \"name\": \"data_clean\",\n  \"rows\": 3965,\n  \"fields\": [\n    {\n      \"column\": \"text_cleaning\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3904,\n        \"samples\": [\n          \"ahh mpret nih si r\",\n          \"kalau prasantidaka buruk mau pakai uji apa percaya yang polisinyaa jujur tidak netral macam2 jadi kalau tunjukin jutidak percuma bakal percaya dan santidakata yakin kalau polisi pentidakdilan menyaatakan ijazah asli mereka tetap tak percaya karena pernyaataan pihak terbit ijazah jutidak percaya\",\n          \"pernyaataan dusta roy suryo pull akademik jelas banget politik mu kental roy tidakya bicara mu sajah sering nada ngeledek pancing ketidakduhan\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "  # Kata kunci untuk label sentimen\n",
        "kata_positif = ['bagus', 'keren', 'mantap', 'suka', 'baik', 'hebat', 'top', 'terbaik', 'luar biasa', 'recommend']\n",
        "kata_negatif = ['jelek', 'buruk', 'benci', 'tidak suka', 'sampah', 'parah', 'gagal', 'penipuan', 'bohong']\n",
        "\n",
        "# Fungsi pelabelan otomatis\n",
        "def label_otomatis(teks):\n",
        "    if not isinstance(teks, str):\n",
        "        return -1\n",
        "    teks = teks.lower()\n",
        "    positif = any(kata in teks for kata in kata_positif)\n",
        "    negatif = any(kata in teks for kata in kata_negatif)\n",
        "    if positif and not negatif:\n",
        "        return 1\n",
        "    elif negatif and not positif:\n",
        "        return 0\n",
        "    else:\n",
        "        return -1\n",
        "\n",
        "# Baca file data1.csv\n",
        "at2 = pd.read_csv('/content/sample_data/coment/data1.csv')\n",
        "at2['sentimen'] = at2['text_cleaning'].apply(label_otomatis)\n",
        "data = at2[at2['sentimen'] != -1]"
      ],
      "metadata": {
        "id": "JcZOw7jid1QO"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "print(at2.columns)"
      ],
      "metadata": {
        "id": "P73323y-BBgA",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "e84a8d0a-0e6a-442e-df44-7bca6f35346a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Index(['text_cleaning', 'sentimen'], dtype='object')\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "data_clean = data.dropna()\n"
      ],
      "metadata": {
        "id": "PDLY7XOcej-Y"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "data_clean = at2[at2['sentimen'] != -1]\n",
        "data_clean\n"
      ],
      "metadata": {
        "id": "jf5Rhh-XeklZ",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 423
        },
        "outputId": "c8353366-fa81-4500-9d7b-c1b8613f8994"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                          text_cleaning  sentimen\n",
              "3                              pastas hina karna bohong         0\n",
              "9     kalian fitnah izasahnyaa palsu lihat asli bica...         1\n",
              "11                                 jelas fakataor benci         0\n",
              "24    segera tantidakap adil tu roy soryo si panci c...         0\n",
              "39    bapak nugroho beri sokeamusi tepat mentidakata...         1\n",
              "...                                                 ...       ...\n",
              "3920  teman2nyaa semua palsu jutidak wong ijazahnyaa...         0\n",
              "3921   hipdajunkiez teman2nyaa semua palsu jutidak w...         0\n",
              "3931  ijazah gelar bakatai downkamuad sah guna 1  la...         1\n",
              "3937  mantap pk jokeowi harus sabar hadap orang gobk...         1\n",
              "3939  tokeamulnyaa benci jokeowi tak mau beri penyai...         0\n",
              "\n",
              "[489 rows x 2 columns]"
            ],
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              "      <td>0</td>\n",
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              "      <th>24</th>\n",
              "      <td>segera tantidakap adil tu roy soryo si panci c...</td>\n",
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              "    <tr>\n",
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              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
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              "        width: 32px;\n",
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              "\n",
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              "\n",
              "      [theme=dark] .colab-df-generate {\n",
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              "      }\n",
              "\n",
              "      [theme=dark] .colab-df-generate:hover {\n",
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              "      }\n",
              "    </style>\n",
              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('data_clean')\"\n",
              "            title=\"Generate code using this dataframe.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
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              "  </svg>\n",
              "    </button>\n",
              "    <script>\n",
              "      (() => {\n",
              "      const buttonEl =\n",
              "        document.querySelector('#id_4d11b963-8eba-4c42-a927-8efeb85540d4 button.colab-df-generate');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      buttonEl.onclick = () => {\n",
              "        google.colab.notebook.generateWithVariable('data_clean');\n",
              "      }\n",
              "      })();\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "data_clean",
              "summary": "{\n  \"name\": \"data_clean\",\n  \"rows\": 489,\n  \"fields\": [\n    {\n      \"column\": \"text_cleaning\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 481,\n        \"samples\": [\n          \"hibnu nugroho katanyaa prof ternyaata gob umpama tanyaa asli ijazah  hibnu  tunjuk ijazah  kkamu bisa sekamuruh jabat indonesia sibuk tunjuk ijazahnyaa karenan ad pihak suka\",\n          \"tahu gibran jutidak kamukamusan s1 ugm trus s2 ui s3 nyaa harvard anak beliau memang hebat cerdas\",\n          \"p jokeowi mantap\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"sentimen\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0,\n        \"min\": 0,\n        \"max\": 1,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          1,\n          0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 64
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "data_clean = data_clean.replace({'positif':1, 'negatif':0})\n",
        "data_clean['sentimen'] = data_clean['sentimen'].astype(int)"
      ],
      "metadata": {
        "id": "IntQV-UQemg3"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "3. Visualisasi Data"
      ],
      "metadata": {
        "id": "SwyzUuOMevYk"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "#buat dataframe untuk masing-masing sentimen\n",
        "#data_clean.columns = ['text_cleaning', 'sentimen']\n",
        "data_negatif = data[data['sentimen'] == 0]\n",
        "data_positif = data[data['sentimen'] == 1]"
      ],
      "metadata": {
        "id": "9HCYJyMfCbIH"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#buat wordlcoud untuk sentimen negatif\n",
        "all_text_s0 = ' '.join(word for word in data_negatif['text_cleaning'])\n",
        "wordcloud = WordCloud(colormap='Reds', width=1000, height=1000, mode='RGBA', background_color='white').generate(all_text_s0)\n",
        "plt.figure(figsize=(9, 6))\n",
        "plt.imshow(wordcloud, interpolation='bilinear')\n",
        "plt.axis('off')\n",
        "plt.title('Visualisasi Kata Negatif')\n",
        "plt.margins(x=0, y=0)\n",
        "plt.show()"
      ],
      "metadata": {
        "id": "LWcdX0gyClCA",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 521
        },
        "outputId": "77c30e26-2a9d-4587-dd53-64ac0f5ebd57"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 900x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#buat wordlcoud untuk sentimen positif\n",
        "all_text_s1 = ' '.join(word for word in data_positif['text_cleaning'])\n",
        "wordcloud = WordCloud(colormap='Blues', width=1000, height=1000, mode='RGBA', background_color='white').generate(all_text_s1)\n",
        "plt.figure(figsize=(9, 6))\n",
        "plt.imshow(wordcloud, interpolation='bilinear')\n",
        "plt.axis('off')\n",
        "plt.title('Visualisasi Kata Positif')\n",
        "plt.margins(x=0, y=0)\n",
        "plt.show()"
      ],
      "metadata": {
        "id": "Otxr45WJCvFS",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 521
        },
        "outputId": "b64a113c-3ed6-4819-dde5-09f222cb5b8f"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 900x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "data_clean['sentimen'].value_counts()"
      ],
      "metadata": {
        "id": "Ymsq4a-RC1Ew",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 178
        },
        "outputId": "329c81f4-16af-4c4e-c300-9b7bb8fd70f8"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "sentimen\n",
              "0    278\n",
              "1    211\n",
              "Name: count, dtype: int64"
            ],
            "text/html": [
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>count</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>sentimen</th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
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              "      <th>0</th>\n",
              "      <td>278</td>\n",
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              "      <th>1</th>\n",
              "      <td>211</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div><br><label><b>dtype:</b> int64</label>"
            ]
          },
          "metadata": {},
          "execution_count": 70
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "data_clean.head()"
      ],
      "metadata": {
        "id": "dZN76xSvDNpB",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "outputId": "ff691ddf-0999-48dd-c27b-96b5187b0fd5"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                        text_cleaning  sentimen\n",
              "3                            pastas hina karna bohong         0\n",
              "9   kalian fitnah izasahnyaa palsu lihat asli bica...         1\n",
              "11                               jelas fakataor benci         0\n",
              "24  segera tantidakap adil tu roy soryo si panci c...         0\n",
              "39  bapak nugroho beri sokeamusi tepat mentidakata...         1"
            ],
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              "      <td>kalian fitnah izasahnyaa palsu lihat asli bica...</td>\n",
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              "      <td>0</td>\n",
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              "      <th>24</th>\n",
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              "      <th>39</th>\n",
              "      <td>bapak nugroho beri sokeamusi tepat mentidakata...</td>\n",
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              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "    <div id=\"df-c0889de3-67f2-43a1-b11d-a4002ce905b8\">\n",
              "      <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-c0889de3-67f2-43a1-b11d-a4002ce905b8')\"\n",
              "                title=\"Suggest charts\"\n",
              "                style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "      </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "      <script>\n",
              "        async function quickchart(key) {\n",
              "          const quickchartButtonEl =\n",
              "            document.querySelector('#' + key + ' button');\n",
              "          quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "          quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "          try {\n",
              "            const charts = await google.colab.kernel.invokeFunction(\n",
              "                'suggestCharts', [key], {});\n",
              "          } catch (error) {\n",
              "            console.error('Error during call to suggestCharts:', error);\n",
              "          }\n",
              "          quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "          quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "        }\n",
              "        (() => {\n",
              "          let quickchartButtonEl =\n",
              "            document.querySelector('#df-c0889de3-67f2-43a1-b11d-a4002ce905b8 button');\n",
              "          quickchartButtonEl.style.display =\n",
              "            google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "        })();\n",
              "      </script>\n",
              "    </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "data_clean",
              "summary": "{\n  \"name\": \"data_clean\",\n  \"rows\": 489,\n  \"fields\": [\n    {\n      \"column\": \"text_cleaning\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 481,\n        \"samples\": [\n          \"hibnu nugroho katanyaa prof ternyaata gob umpama tanyaa asli ijazah  hibnu  tunjuk ijazah  kkamu bisa sekamuruh jabat indonesia sibuk tunjuk ijazahnyaa karenan ad pihak suka\",\n          \"tahu gibran jutidak kamukamusan s1 ugm trus s2 ui s3 nyaa harvard anak beliau memang hebat cerdas\",\n          \"p jokeowi mantap\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"sentimen\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0,\n        \"min\": 0,\n        \"max\": 1,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          1,\n          0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 71
        }
      ]
    },
    {
      "source": [
        "# @title sentimen\n",
        "\n",
        "from matplotlib import pyplot as plt\n",
        "data_clean['sentimen'].plot(kind='line', figsize=(8, 4), title='sentimen')\n",
        "plt.gca().spines[['top', 'right']].set_visible(False)"
      ],
      "cell_type": "code",
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x400 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "metadata": {
        "id": "PTvCXBooGgq6",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 376
        },
        "outputId": "34abcdb4-b366-4234-ec8e-185e95567b3f"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "#visualisasi gabungan\n",
        "data['sentimen'] = data['sentimen'].astype(int)          # now 0/1 are ints\n",
        "\n",
        "plt.figure(figsize=(5, 3))\n",
        "sns.countplot(\n",
        "    data=data,\n",
        "    x='sentimen',\n",
        "    order=[0, 1],\n",
        "    palette={'0': 'red', '1': 'lightskyblue'}\n",
        ")\n",
        "plt.title('Dataset Tanpa Mengunakan SMOTE')\n",
        "plt.xlabel('Sentimen')\n",
        "plt.ylabel('Jumlah')\n",
        "plt.show()"
      ],
      "metadata": {
        "id": "ClG7y8cTDPG9",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 544
        },
        "outputId": "d62346cb-ac77-484a-e9df-122dcfcba251"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-73-908569132586>:2: SettingWithCopyWarning: \n",
            "A value is trying to be set on a copy of a slice from a DataFrame.\n",
            "Try using .loc[row_indexer,col_indexer] = value instead\n",
            "\n",
            "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
            "  data['sentimen'] = data['sentimen'].astype(int)          # now 0/1 are ints\n",
            "<ipython-input-73-908569132586>:5: FutureWarning: \n",
            "\n",
            "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
            "\n",
            "  sns.countplot(\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 500x300 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "4. Data Preperation"
      ],
      "metadata": {
        "id": "c_VY_EEvDZGr"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# buat data latih dan data uji\n",
        "\n",
        "x = data_clean['text_cleaning']\n",
        "y = data_clean['sentimen']\n",
        "x_train, x_test, y_train, y_test = train_test_split(x, y, test_size=0.15, random_state=42)"
      ],
      "metadata": {
        "id": "NRC1i92qDSFc"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# gunakan CountVectorizer untuk teks menjadi numberik\n",
        "vectorizer = CountVectorizer()\n",
        "x_train_vec = vectorizer.fit_transform(x_train)\n",
        "x_test_vec = vectorizer.transform(x_test)"
      ],
      "metadata": {
        "id": "tJKy_7tNDgFu"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#oversampling dengan menggunakan smote pada data latih\n",
        "\n",
        "smote = SMOTE(random_state=42)\n",
        "x_train_resampled, y_train_resampled = smote.fit_resample(x_train_vec, y_train)"
      ],
      "metadata": {
        "id": "2BHKd-T5Dnpr"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#visualisasi setelah menggunakan smote\n",
        "sentimen_counts = y_train_resampled.value_counts()\n",
        "\n",
        "plt.figure(figsize=(5, 3))\n",
        "plt.bar(sentimen_counts.index, sentimen_counts.values, color=['red', 'blue'])\n",
        "plt.title('Dataset menggunakan SMOTE')\n",
        "plt.xlabel('Sentimen')\n",
        "plt.ylabel('Jumlah')\n",
        "plt.xticks(sentimen_counts.index, ['0','1'])\n",
        "plt.show()"
      ],
      "metadata": {
        "id": "JBSu-LvDDocJ",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 333
        },
        "outputId": "17ef8507-7aa5-4c7c-8ab9-7e5784be154b"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 500x300 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "5. Model"
      ],
      "metadata": {
        "id": "Eee00YadDupj"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "naive_bayes = MultinomialNB()\n",
        "naive_bayes.fit(x_train_resampled, y_train_resampled)"
      ],
      "metadata": {
        "id": "2VUznccZDrc5",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 80
        },
        "outputId": "3552bdcb-df5e-4011-b621-18ddb12206dd"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "MultinomialNB()"
            ],
            "text/html": [
              "<style>#sk-container-id-7 {\n",
              "  /* Definition of color scheme common for light and dark mode */\n",
              "  --sklearn-color-text: #000;\n",
              "  --sklearn-color-text-muted: #666;\n",
              "  --sklearn-color-line: gray;\n",
              "  /* Definition of color scheme for unfitted estimators */\n",
              "  --sklearn-color-unfitted-level-0: #fff5e6;\n",
              "  --sklearn-color-unfitted-level-1: #f6e4d2;\n",
              "  --sklearn-color-unfitted-level-2: #ffe0b3;\n",
              "  --sklearn-color-unfitted-level-3: chocolate;\n",
              "  /* Definition of color scheme for fitted estimators */\n",
              "  --sklearn-color-fitted-level-0: #f0f8ff;\n",
              "  --sklearn-color-fitted-level-1: #d4ebff;\n",
              "  --sklearn-color-fitted-level-2: #b3dbfd;\n",
              "  --sklearn-color-fitted-level-3: cornflowerblue;\n",
              "\n",
              "  /* Specific color for light theme */\n",
              "  --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
              "  --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));\n",
              "  --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
              "  --sklearn-color-icon: #696969;\n",
              "\n",
              "  @media (prefers-color-scheme: dark) {\n",
              "    /* Redefinition of color scheme for dark theme */\n",
              "    --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
              "    --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));\n",
              "    --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
              "    --sklearn-color-icon: #878787;\n",
              "  }\n",
              "}\n",
              "\n",
              "#sk-container-id-7 {\n",
              "  color: var(--sklearn-color-text);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 pre {\n",
              "  padding: 0;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 input.sk-hidden--visually {\n",
              "  border: 0;\n",
              "  clip: rect(1px 1px 1px 1px);\n",
              "  clip: rect(1px, 1px, 1px, 1px);\n",
              "  height: 1px;\n",
              "  margin: -1px;\n",
              "  overflow: hidden;\n",
              "  padding: 0;\n",
              "  position: absolute;\n",
              "  width: 1px;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-dashed-wrapped {\n",
              "  border: 1px dashed var(--sklearn-color-line);\n",
              "  margin: 0 0.4em 0.5em 0.4em;\n",
              "  box-sizing: border-box;\n",
              "  padding-bottom: 0.4em;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-container {\n",
              "  /* jupyter's `normalize.less` sets `[hidden] { display: none; }`\n",
              "     but bootstrap.min.css set `[hidden] { display: none !important; }`\n",
              "     so we also need the `!important` here to be able to override the\n",
              "     default hidden behavior on the sphinx rendered scikit-learn.org.\n",
              "     See: https://github.com/scikit-learn/scikit-learn/issues/21755 */\n",
              "  display: inline-block !important;\n",
              "  position: relative;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-text-repr-fallback {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              "div.sk-parallel-item,\n",
              "div.sk-serial,\n",
              "div.sk-item {\n",
              "  /* draw centered vertical line to link estimators */\n",
              "  background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));\n",
              "  background-size: 2px 100%;\n",
              "  background-repeat: no-repeat;\n",
              "  background-position: center center;\n",
              "}\n",
              "\n",
              "/* Parallel-specific style estimator block */\n",
              "\n",
              "#sk-container-id-7 div.sk-parallel-item::after {\n",
              "  content: \"\";\n",
              "  width: 100%;\n",
              "  border-bottom: 2px solid var(--sklearn-color-text-on-default-background);\n",
              "  flex-grow: 1;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-parallel {\n",
              "  display: flex;\n",
              "  align-items: stretch;\n",
              "  justify-content: center;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  position: relative;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-parallel-item {\n",
              "  display: flex;\n",
              "  flex-direction: column;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-parallel-item:first-child::after {\n",
              "  align-self: flex-end;\n",
              "  width: 50%;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-parallel-item:last-child::after {\n",
              "  align-self: flex-start;\n",
              "  width: 50%;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-parallel-item:only-child::after {\n",
              "  width: 0;\n",
              "}\n",
              "\n",
              "/* Serial-specific style estimator block */\n",
              "\n",
              "#sk-container-id-7 div.sk-serial {\n",
              "  display: flex;\n",
              "  flex-direction: column;\n",
              "  align-items: center;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  padding-right: 1em;\n",
              "  padding-left: 1em;\n",
              "}\n",
              "\n",
              "\n",
              "/* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is\n",
              "clickable and can be expanded/collapsed.\n",
              "- Pipeline and ColumnTransformer use this feature and define the default style\n",
              "- Estimators will overwrite some part of the style using the `sk-estimator` class\n",
              "*/\n",
              "\n",
              "/* Pipeline and ColumnTransformer style (default) */\n",
              "\n",
              "#sk-container-id-7 div.sk-toggleable {\n",
              "  /* Default theme specific background. It is overwritten whether we have a\n",
              "  specific estimator or a Pipeline/ColumnTransformer */\n",
              "  background-color: var(--sklearn-color-background);\n",
              "}\n",
              "\n",
              "/* Toggleable label */\n",
              "#sk-container-id-7 label.sk-toggleable__label {\n",
              "  cursor: pointer;\n",
              "  display: flex;\n",
              "  width: 100%;\n",
              "  margin-bottom: 0;\n",
              "  padding: 0.5em;\n",
              "  box-sizing: border-box;\n",
              "  text-align: center;\n",
              "  align-items: start;\n",
              "  justify-content: space-between;\n",
              "  gap: 0.5em;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 label.sk-toggleable__label .caption {\n",
              "  font-size: 0.6rem;\n",
              "  font-weight: lighter;\n",
              "  color: var(--sklearn-color-text-muted);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 label.sk-toggleable__label-arrow:before {\n",
              "  /* Arrow on the left of the label */\n",
              "  content: \"▸\";\n",
              "  float: left;\n",
              "  margin-right: 0.25em;\n",
              "  color: var(--sklearn-color-icon);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 label.sk-toggleable__label-arrow:hover:before {\n",
              "  color: var(--sklearn-color-text);\n",
              "}\n",
              "\n",
              "/* Toggleable content - dropdown */\n",
              "\n",
              "#sk-container-id-7 div.sk-toggleable__content {\n",
              "  max-height: 0;\n",
              "  max-width: 0;\n",
              "  overflow: hidden;\n",
              "  text-align: left;\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-toggleable__content.fitted {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-toggleable__content pre {\n",
              "  margin: 0.2em;\n",
              "  border-radius: 0.25em;\n",
              "  color: var(--sklearn-color-text);\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-toggleable__content.fitted pre {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 input.sk-toggleable__control:checked~div.sk-toggleable__content {\n",
              "  /* Expand drop-down */\n",
              "  max-height: 200px;\n",
              "  max-width: 100%;\n",
              "  overflow: auto;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {\n",
              "  content: \"▾\";\n",
              "}\n",
              "\n",
              "/* Pipeline/ColumnTransformer-specific style */\n",
              "\n",
              "#sk-container-id-7 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  color: var(--sklearn-color-text);\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "/* Estimator-specific style */\n",
              "\n",
              "/* Colorize estimator box */\n",
              "#sk-container-id-7 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-label label.sk-toggleable__label,\n",
              "#sk-container-id-7 div.sk-label label {\n",
              "  /* The background is the default theme color */\n",
              "  color: var(--sklearn-color-text-on-default-background);\n",
              "}\n",
              "\n",
              "/* On hover, darken the color of the background */\n",
              "#sk-container-id-7 div.sk-label:hover label.sk-toggleable__label {\n",
              "  color: var(--sklearn-color-text);\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "/* Label box, darken color on hover, fitted */\n",
              "#sk-container-id-7 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {\n",
              "  color: var(--sklearn-color-text);\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "/* Estimator label */\n",
              "\n",
              "#sk-container-id-7 div.sk-label label {\n",
              "  font-family: monospace;\n",
              "  font-weight: bold;\n",
              "  display: inline-block;\n",
              "  line-height: 1.2em;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-label-container {\n",
              "  text-align: center;\n",
              "}\n",
              "\n",
              "/* Estimator-specific */\n",
              "#sk-container-id-7 div.sk-estimator {\n",
              "  font-family: monospace;\n",
              "  border: 1px dotted var(--sklearn-color-border-box);\n",
              "  border-radius: 0.25em;\n",
              "  box-sizing: border-box;\n",
              "  margin-bottom: 0.5em;\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-estimator.fitted {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-0);\n",
              "}\n",
              "\n",
              "/* on hover */\n",
              "#sk-container-id-7 div.sk-estimator:hover {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-7 div.sk-estimator.fitted:hover {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "/* Specification for estimator info (e.g. \"i\" and \"?\") */\n",
              "\n",
              "/* Common style for \"i\" and \"?\" */\n",
              "\n",
              ".sk-estimator-doc-link,\n",
              "a:link.sk-estimator-doc-link,\n",
              "a:visited.sk-estimator-doc-link {\n",
              "  float: right;\n",
              "  font-size: smaller;\n",
              "  line-height: 1em;\n",
              "  font-family: monospace;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  border-radius: 1em;\n",
              "  height: 1em;\n",
              "  width: 1em;\n",
              "  text-decoration: none !important;\n",
              "  margin-left: 0.5em;\n",
              "  text-align: center;\n",
              "  /* unfitted */\n",
              "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
              "  color: var(--sklearn-color-unfitted-level-1);\n",
              "}\n",
              "\n",
              ".sk-estimator-doc-link.fitted,\n",
              "a:link.sk-estimator-doc-link.fitted,\n",
              "a:visited.sk-estimator-doc-link.fitted {\n",
              "  /* fitted */\n",
              "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
              "  color: var(--sklearn-color-fitted-level-1);\n",
              "}\n",
              "\n",
              "/* On hover */\n",
              "div.sk-estimator:hover .sk-estimator-doc-link:hover,\n",
              ".sk-estimator-doc-link:hover,\n",
              "div.sk-label-container:hover .sk-estimator-doc-link:hover,\n",
              ".sk-estimator-doc-link:hover {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-3);\n",
              "  color: var(--sklearn-color-background);\n",
              "  text-decoration: none;\n",
              "}\n",
              "\n",
              "div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,\n",
              ".sk-estimator-doc-link.fitted:hover,\n",
              "div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,\n",
              ".sk-estimator-doc-link.fitted:hover {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-3);\n",
              "  color: var(--sklearn-color-background);\n",
              "  text-decoration: none;\n",
              "}\n",
              "\n",
              "/* Span, style for the box shown on hovering the info icon */\n",
              ".sk-estimator-doc-link span {\n",
              "  display: none;\n",
              "  z-index: 9999;\n",
              "  position: relative;\n",
              "  font-weight: normal;\n",
              "  right: .2ex;\n",
              "  padding: .5ex;\n",
              "  margin: .5ex;\n",
              "  width: min-content;\n",
              "  min-width: 20ex;\n",
              "  max-width: 50ex;\n",
              "  color: var(--sklearn-color-text);\n",
              "  box-shadow: 2pt 2pt 4pt #999;\n",
              "  /* unfitted */\n",
              "  background: var(--sklearn-color-unfitted-level-0);\n",
              "  border: .5pt solid var(--sklearn-color-unfitted-level-3);\n",
              "}\n",
              "\n",
              ".sk-estimator-doc-link.fitted span {\n",
              "  /* fitted */\n",
              "  background: var(--sklearn-color-fitted-level-0);\n",
              "  border: var(--sklearn-color-fitted-level-3);\n",
              "}\n",
              "\n",
              ".sk-estimator-doc-link:hover span {\n",
              "  display: block;\n",
              "}\n",
              "\n",
              "/* \"?\"-specific style due to the `<a>` HTML tag */\n",
              "\n",
              "#sk-container-id-7 a.estimator_doc_link {\n",
              "  float: right;\n",
              "  font-size: 1rem;\n",
              "  line-height: 1em;\n",
              "  font-family: monospace;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  border-radius: 1rem;\n",
              "  height: 1rem;\n",
              "  width: 1rem;\n",
              "  text-decoration: none;\n",
              "  /* unfitted */\n",
              "  color: var(--sklearn-color-unfitted-level-1);\n",
              "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 a.estimator_doc_link.fitted {\n",
              "  /* fitted */\n",
              "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
              "  color: var(--sklearn-color-fitted-level-1);\n",
              "}\n",
              "\n",
              "/* On hover */\n",
              "#sk-container-id-7 a.estimator_doc_link:hover {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-3);\n",
              "  color: var(--sklearn-color-background);\n",
              "  text-decoration: none;\n",
              "}\n",
              "\n",
              "#sk-container-id-7 a.estimator_doc_link.fitted:hover {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-3);\n",
              "}\n",
              "</style><div id=\"sk-container-id-7\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>MultinomialNB()</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator fitted sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-7\" type=\"checkbox\" checked><label for=\"sk-estimator-id-7\" class=\"sk-toggleable__label fitted sk-toggleable__label-arrow\"><div><div>MultinomialNB</div></div><div><a class=\"sk-estimator-doc-link fitted\" rel=\"noreferrer\" target=\"_blank\" href=\"https://scikit-learn.org/1.6/modules/generated/sklearn.naive_bayes.MultinomialNB.html\">?<span>Documentation for MultinomialNB</span></a><span class=\"sk-estimator-doc-link fitted\">i<span>Fitted</span></span></div></label><div class=\"sk-toggleable__content fitted\"><pre>MultinomialNB()</pre></div> </div></div></div></div>"
            ]
          },
          "metadata": {},
          "execution_count": 79
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "y_pred = naive_bayes.predict(x_test_vec)"
      ],
      "metadata": {
        "id": "rC5K8FCXDxlV"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#evaluasi Model\n",
        "accuracy = accuracy_score(y_test, y_pred)\n",
        "classification_rep = classification_report(y_test, y_pred, target_names=['negatif','positif'])\n",
        "\n",
        "print(\"Akurasi model naive bayes mengunakan SMOTE\", accuracy)\n",
        "print(\"\\nLaporan Klasifikasi :\\n\", classification_rep)"
      ],
      "metadata": {
        "id": "tgnROIm0DzpX",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "696e4af9-3498-45b8-e328-6b89d855e810"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Akurasi model naive bayes mengunakan SMOTE 0.9324324324324325\n",
            "\n",
            "Laporan Klasifikasi :\n",
            "               precision    recall  f1-score   support\n",
            "\n",
            "     negatif       0.89      1.00      0.94        39\n",
            "     positif       1.00      0.86      0.92        35\n",
            "\n",
            "    accuracy                           0.93        74\n",
            "   macro avg       0.94      0.93      0.93        74\n",
            "weighted avg       0.94      0.93      0.93        74\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Naive Bayes"
      ],
      "metadata": {
        "id": "mODmUWakKgQ8"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "naive_bayes_no_smote = MultinomialNB()\n",
        "naive_bayes_no_smote.fit(x_train_vec, y_train)"
      ],
      "metadata": {
        "id": "EUcGBe47J001",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 80
        },
        "outputId": "b2f0944c-6528-4600-e5c8-5f119034249c"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "MultinomialNB()"
            ],
            "text/html": [
              "<style>#sk-container-id-8 {\n",
              "  /* Definition of color scheme common for light and dark mode */\n",
              "  --sklearn-color-text: #000;\n",
              "  --sklearn-color-text-muted: #666;\n",
              "  --sklearn-color-line: gray;\n",
              "  /* Definition of color scheme for unfitted estimators */\n",
              "  --sklearn-color-unfitted-level-0: #fff5e6;\n",
              "  --sklearn-color-unfitted-level-1: #f6e4d2;\n",
              "  --sklearn-color-unfitted-level-2: #ffe0b3;\n",
              "  --sklearn-color-unfitted-level-3: chocolate;\n",
              "  /* Definition of color scheme for fitted estimators */\n",
              "  --sklearn-color-fitted-level-0: #f0f8ff;\n",
              "  --sklearn-color-fitted-level-1: #d4ebff;\n",
              "  --sklearn-color-fitted-level-2: #b3dbfd;\n",
              "  --sklearn-color-fitted-level-3: cornflowerblue;\n",
              "\n",
              "  /* Specific color for light theme */\n",
              "  --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
              "  --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));\n",
              "  --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
              "  --sklearn-color-icon: #696969;\n",
              "\n",
              "  @media (prefers-color-scheme: dark) {\n",
              "    /* Redefinition of color scheme for dark theme */\n",
              "    --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
              "    --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));\n",
              "    --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
              "    --sklearn-color-icon: #878787;\n",
              "  }\n",
              "}\n",
              "\n",
              "#sk-container-id-8 {\n",
              "  color: var(--sklearn-color-text);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 pre {\n",
              "  padding: 0;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 input.sk-hidden--visually {\n",
              "  border: 0;\n",
              "  clip: rect(1px 1px 1px 1px);\n",
              "  clip: rect(1px, 1px, 1px, 1px);\n",
              "  height: 1px;\n",
              "  margin: -1px;\n",
              "  overflow: hidden;\n",
              "  padding: 0;\n",
              "  position: absolute;\n",
              "  width: 1px;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-dashed-wrapped {\n",
              "  border: 1px dashed var(--sklearn-color-line);\n",
              "  margin: 0 0.4em 0.5em 0.4em;\n",
              "  box-sizing: border-box;\n",
              "  padding-bottom: 0.4em;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-container {\n",
              "  /* jupyter's `normalize.less` sets `[hidden] { display: none; }`\n",
              "     but bootstrap.min.css set `[hidden] { display: none !important; }`\n",
              "     so we also need the `!important` here to be able to override the\n",
              "     default hidden behavior on the sphinx rendered scikit-learn.org.\n",
              "     See: https://github.com/scikit-learn/scikit-learn/issues/21755 */\n",
              "  display: inline-block !important;\n",
              "  position: relative;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-text-repr-fallback {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              "div.sk-parallel-item,\n",
              "div.sk-serial,\n",
              "div.sk-item {\n",
              "  /* draw centered vertical line to link estimators */\n",
              "  background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));\n",
              "  background-size: 2px 100%;\n",
              "  background-repeat: no-repeat;\n",
              "  background-position: center center;\n",
              "}\n",
              "\n",
              "/* Parallel-specific style estimator block */\n",
              "\n",
              "#sk-container-id-8 div.sk-parallel-item::after {\n",
              "  content: \"\";\n",
              "  width: 100%;\n",
              "  border-bottom: 2px solid var(--sklearn-color-text-on-default-background);\n",
              "  flex-grow: 1;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-parallel {\n",
              "  display: flex;\n",
              "  align-items: stretch;\n",
              "  justify-content: center;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  position: relative;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-parallel-item {\n",
              "  display: flex;\n",
              "  flex-direction: column;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-parallel-item:first-child::after {\n",
              "  align-self: flex-end;\n",
              "  width: 50%;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-parallel-item:last-child::after {\n",
              "  align-self: flex-start;\n",
              "  width: 50%;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-parallel-item:only-child::after {\n",
              "  width: 0;\n",
              "}\n",
              "\n",
              "/* Serial-specific style estimator block */\n",
              "\n",
              "#sk-container-id-8 div.sk-serial {\n",
              "  display: flex;\n",
              "  flex-direction: column;\n",
              "  align-items: center;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  padding-right: 1em;\n",
              "  padding-left: 1em;\n",
              "}\n",
              "\n",
              "\n",
              "/* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is\n",
              "clickable and can be expanded/collapsed.\n",
              "- Pipeline and ColumnTransformer use this feature and define the default style\n",
              "- Estimators will overwrite some part of the style using the `sk-estimator` class\n",
              "*/\n",
              "\n",
              "/* Pipeline and ColumnTransformer style (default) */\n",
              "\n",
              "#sk-container-id-8 div.sk-toggleable {\n",
              "  /* Default theme specific background. It is overwritten whether we have a\n",
              "  specific estimator or a Pipeline/ColumnTransformer */\n",
              "  background-color: var(--sklearn-color-background);\n",
              "}\n",
              "\n",
              "/* Toggleable label */\n",
              "#sk-container-id-8 label.sk-toggleable__label {\n",
              "  cursor: pointer;\n",
              "  display: flex;\n",
              "  width: 100%;\n",
              "  margin-bottom: 0;\n",
              "  padding: 0.5em;\n",
              "  box-sizing: border-box;\n",
              "  text-align: center;\n",
              "  align-items: start;\n",
              "  justify-content: space-between;\n",
              "  gap: 0.5em;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 label.sk-toggleable__label .caption {\n",
              "  font-size: 0.6rem;\n",
              "  font-weight: lighter;\n",
              "  color: var(--sklearn-color-text-muted);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 label.sk-toggleable__label-arrow:before {\n",
              "  /* Arrow on the left of the label */\n",
              "  content: \"▸\";\n",
              "  float: left;\n",
              "  margin-right: 0.25em;\n",
              "  color: var(--sklearn-color-icon);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 label.sk-toggleable__label-arrow:hover:before {\n",
              "  color: var(--sklearn-color-text);\n",
              "}\n",
              "\n",
              "/* Toggleable content - dropdown */\n",
              "\n",
              "#sk-container-id-8 div.sk-toggleable__content {\n",
              "  max-height: 0;\n",
              "  max-width: 0;\n",
              "  overflow: hidden;\n",
              "  text-align: left;\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-toggleable__content.fitted {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-toggleable__content pre {\n",
              "  margin: 0.2em;\n",
              "  border-radius: 0.25em;\n",
              "  color: var(--sklearn-color-text);\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-toggleable__content.fitted pre {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 input.sk-toggleable__control:checked~div.sk-toggleable__content {\n",
              "  /* Expand drop-down */\n",
              "  max-height: 200px;\n",
              "  max-width: 100%;\n",
              "  overflow: auto;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {\n",
              "  content: \"▾\";\n",
              "}\n",
              "\n",
              "/* Pipeline/ColumnTransformer-specific style */\n",
              "\n",
              "#sk-container-id-8 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  color: var(--sklearn-color-text);\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "/* Estimator-specific style */\n",
              "\n",
              "/* Colorize estimator box */\n",
              "#sk-container-id-8 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-label label.sk-toggleable__label,\n",
              "#sk-container-id-8 div.sk-label label {\n",
              "  /* The background is the default theme color */\n",
              "  color: var(--sklearn-color-text-on-default-background);\n",
              "}\n",
              "\n",
              "/* On hover, darken the color of the background */\n",
              "#sk-container-id-8 div.sk-label:hover label.sk-toggleable__label {\n",
              "  color: var(--sklearn-color-text);\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "/* Label box, darken color on hover, fitted */\n",
              "#sk-container-id-8 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {\n",
              "  color: var(--sklearn-color-text);\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "/* Estimator label */\n",
              "\n",
              "#sk-container-id-8 div.sk-label label {\n",
              "  font-family: monospace;\n",
              "  font-weight: bold;\n",
              "  display: inline-block;\n",
              "  line-height: 1.2em;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-label-container {\n",
              "  text-align: center;\n",
              "}\n",
              "\n",
              "/* Estimator-specific */\n",
              "#sk-container-id-8 div.sk-estimator {\n",
              "  font-family: monospace;\n",
              "  border: 1px dotted var(--sklearn-color-border-box);\n",
              "  border-radius: 0.25em;\n",
              "  box-sizing: border-box;\n",
              "  margin-bottom: 0.5em;\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-estimator.fitted {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-0);\n",
              "}\n",
              "\n",
              "/* on hover */\n",
              "#sk-container-id-8 div.sk-estimator:hover {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-8 div.sk-estimator.fitted:hover {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "/* Specification for estimator info (e.g. \"i\" and \"?\") */\n",
              "\n",
              "/* Common style for \"i\" and \"?\" */\n",
              "\n",
              ".sk-estimator-doc-link,\n",
              "a:link.sk-estimator-doc-link,\n",
              "a:visited.sk-estimator-doc-link {\n",
              "  float: right;\n",
              "  font-size: smaller;\n",
              "  line-height: 1em;\n",
              "  font-family: monospace;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  border-radius: 1em;\n",
              "  height: 1em;\n",
              "  width: 1em;\n",
              "  text-decoration: none !important;\n",
              "  margin-left: 0.5em;\n",
              "  text-align: center;\n",
              "  /* unfitted */\n",
              "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
              "  color: var(--sklearn-color-unfitted-level-1);\n",
              "}\n",
              "\n",
              ".sk-estimator-doc-link.fitted,\n",
              "a:link.sk-estimator-doc-link.fitted,\n",
              "a:visited.sk-estimator-doc-link.fitted {\n",
              "  /* fitted */\n",
              "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
              "  color: var(--sklearn-color-fitted-level-1);\n",
              "}\n",
              "\n",
              "/* On hover */\n",
              "div.sk-estimator:hover .sk-estimator-doc-link:hover,\n",
              ".sk-estimator-doc-link:hover,\n",
              "div.sk-label-container:hover .sk-estimator-doc-link:hover,\n",
              ".sk-estimator-doc-link:hover {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-3);\n",
              "  color: var(--sklearn-color-background);\n",
              "  text-decoration: none;\n",
              "}\n",
              "\n",
              "div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,\n",
              ".sk-estimator-doc-link.fitted:hover,\n",
              "div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,\n",
              ".sk-estimator-doc-link.fitted:hover {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-3);\n",
              "  color: var(--sklearn-color-background);\n",
              "  text-decoration: none;\n",
              "}\n",
              "\n",
              "/* Span, style for the box shown on hovering the info icon */\n",
              ".sk-estimator-doc-link span {\n",
              "  display: none;\n",
              "  z-index: 9999;\n",
              "  position: relative;\n",
              "  font-weight: normal;\n",
              "  right: .2ex;\n",
              "  padding: .5ex;\n",
              "  margin: .5ex;\n",
              "  width: min-content;\n",
              "  min-width: 20ex;\n",
              "  max-width: 50ex;\n",
              "  color: var(--sklearn-color-text);\n",
              "  box-shadow: 2pt 2pt 4pt #999;\n",
              "  /* unfitted */\n",
              "  background: var(--sklearn-color-unfitted-level-0);\n",
              "  border: .5pt solid var(--sklearn-color-unfitted-level-3);\n",
              "}\n",
              "\n",
              ".sk-estimator-doc-link.fitted span {\n",
              "  /* fitted */\n",
              "  background: var(--sklearn-color-fitted-level-0);\n",
              "  border: var(--sklearn-color-fitted-level-3);\n",
              "}\n",
              "\n",
              ".sk-estimator-doc-link:hover span {\n",
              "  display: block;\n",
              "}\n",
              "\n",
              "/* \"?\"-specific style due to the `<a>` HTML tag */\n",
              "\n",
              "#sk-container-id-8 a.estimator_doc_link {\n",
              "  float: right;\n",
              "  font-size: 1rem;\n",
              "  line-height: 1em;\n",
              "  font-family: monospace;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  border-radius: 1rem;\n",
              "  height: 1rem;\n",
              "  width: 1rem;\n",
              "  text-decoration: none;\n",
              "  /* unfitted */\n",
              "  color: var(--sklearn-color-unfitted-level-1);\n",
              "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 a.estimator_doc_link.fitted {\n",
              "  /* fitted */\n",
              "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
              "  color: var(--sklearn-color-fitted-level-1);\n",
              "}\n",
              "\n",
              "/* On hover */\n",
              "#sk-container-id-8 a.estimator_doc_link:hover {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-3);\n",
              "  color: var(--sklearn-color-background);\n",
              "  text-decoration: none;\n",
              "}\n",
              "\n",
              "#sk-container-id-8 a.estimator_doc_link.fitted:hover {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-3);\n",
              "}\n",
              "</style><div id=\"sk-container-id-8\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>MultinomialNB()</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator fitted sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-8\" type=\"checkbox\" checked><label for=\"sk-estimator-id-8\" class=\"sk-toggleable__label fitted sk-toggleable__label-arrow\"><div><div>MultinomialNB</div></div><div><a class=\"sk-estimator-doc-link fitted\" rel=\"noreferrer\" target=\"_blank\" href=\"https://scikit-learn.org/1.6/modules/generated/sklearn.naive_bayes.MultinomialNB.html\">?<span>Documentation for MultinomialNB</span></a><span class=\"sk-estimator-doc-link fitted\">i<span>Fitted</span></span></div></label><div class=\"sk-toggleable__content fitted\"><pre>MultinomialNB()</pre></div> </div></div></div></div>"
            ]
          },
          "metadata": {},
          "execution_count": 82
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "y_pred_no_smote = naive_bayes_no_smote.predict(x_test_vec)\n",
        "accuracy_no_smote = accuracy_score(y_test, y_pred_no_smote)\n",
        "classification_rep_no_smote = classification_report(y_test, y_pred_no_smote, target_names=['negatif', 'positif'])\n"
      ],
      "metadata": {
        "id": "0yb98zPaJ6cO"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "print(\"Akurasi model Naive Bayes TANPA menggunakan SMOTE:\", accuracy_no_smote)\n",
        "print(\"\\nLaporan Klasifikasi:\\n\", classification_rep_no_smote)"
      ],
      "metadata": {
        "id": "O2xJjMEJJ8tl",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "f434bb6a-1ccc-49a9-afdd-07751e6da128"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Akurasi model Naive Bayes TANPA menggunakan SMOTE: 0.9324324324324325\n",
            "\n",
            "Laporan Klasifikasi:\n",
            "               precision    recall  f1-score   support\n",
            "\n",
            "     negatif       0.89      1.00      0.94        39\n",
            "     positif       1.00      0.86      0.92        35\n",
            "\n",
            "    accuracy                           0.93        74\n",
            "   macro avg       0.94      0.93      0.93        74\n",
            "weighted avg       0.94      0.93      0.93        74\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "6. Random Forest"
      ],
      "metadata": {
        "id": "jDwuhmEtI625"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "rf = RandomForestClassifier(random_state=42)\n",
        "rf.fit(x_train_resampled, y_train_resampled)"
      ],
      "metadata": {
        "id": "N1Y7LjKlI_pg",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 80
        },
        "outputId": "2d4b62b0-c1c7-4488-8a02-e78b393bf05e"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "RandomForestClassifier(random_state=42)"
            ],
            "text/html": [
              "<style>#sk-container-id-6 {\n",
              "  /* Definition of color scheme common for light and dark mode */\n",
              "  --sklearn-color-text: #000;\n",
              "  --sklearn-color-text-muted: #666;\n",
              "  --sklearn-color-line: gray;\n",
              "  /* Definition of color scheme for unfitted estimators */\n",
              "  --sklearn-color-unfitted-level-0: #fff5e6;\n",
              "  --sklearn-color-unfitted-level-1: #f6e4d2;\n",
              "  --sklearn-color-unfitted-level-2: #ffe0b3;\n",
              "  --sklearn-color-unfitted-level-3: chocolate;\n",
              "  /* Definition of color scheme for fitted estimators */\n",
              "  --sklearn-color-fitted-level-0: #f0f8ff;\n",
              "  --sklearn-color-fitted-level-1: #d4ebff;\n",
              "  --sklearn-color-fitted-level-2: #b3dbfd;\n",
              "  --sklearn-color-fitted-level-3: cornflowerblue;\n",
              "\n",
              "  /* Specific color for light theme */\n",
              "  --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
              "  --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));\n",
              "  --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
              "  --sklearn-color-icon: #696969;\n",
              "\n",
              "  @media (prefers-color-scheme: dark) {\n",
              "    /* Redefinition of color scheme for dark theme */\n",
              "    --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
              "    --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));\n",
              "    --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
              "    --sklearn-color-icon: #878787;\n",
              "  }\n",
              "}\n",
              "\n",
              "#sk-container-id-6 {\n",
              "  color: var(--sklearn-color-text);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 pre {\n",
              "  padding: 0;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 input.sk-hidden--visually {\n",
              "  border: 0;\n",
              "  clip: rect(1px 1px 1px 1px);\n",
              "  clip: rect(1px, 1px, 1px, 1px);\n",
              "  height: 1px;\n",
              "  margin: -1px;\n",
              "  overflow: hidden;\n",
              "  padding: 0;\n",
              "  position: absolute;\n",
              "  width: 1px;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-dashed-wrapped {\n",
              "  border: 1px dashed var(--sklearn-color-line);\n",
              "  margin: 0 0.4em 0.5em 0.4em;\n",
              "  box-sizing: border-box;\n",
              "  padding-bottom: 0.4em;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-container {\n",
              "  /* jupyter's `normalize.less` sets `[hidden] { display: none; }`\n",
              "     but bootstrap.min.css set `[hidden] { display: none !important; }`\n",
              "     so we also need the `!important` here to be able to override the\n",
              "     default hidden behavior on the sphinx rendered scikit-learn.org.\n",
              "     See: https://github.com/scikit-learn/scikit-learn/issues/21755 */\n",
              "  display: inline-block !important;\n",
              "  position: relative;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-text-repr-fallback {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              "div.sk-parallel-item,\n",
              "div.sk-serial,\n",
              "div.sk-item {\n",
              "  /* draw centered vertical line to link estimators */\n",
              "  background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));\n",
              "  background-size: 2px 100%;\n",
              "  background-repeat: no-repeat;\n",
              "  background-position: center center;\n",
              "}\n",
              "\n",
              "/* Parallel-specific style estimator block */\n",
              "\n",
              "#sk-container-id-6 div.sk-parallel-item::after {\n",
              "  content: \"\";\n",
              "  width: 100%;\n",
              "  border-bottom: 2px solid var(--sklearn-color-text-on-default-background);\n",
              "  flex-grow: 1;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-parallel {\n",
              "  display: flex;\n",
              "  align-items: stretch;\n",
              "  justify-content: center;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  position: relative;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-parallel-item {\n",
              "  display: flex;\n",
              "  flex-direction: column;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-parallel-item:first-child::after {\n",
              "  align-self: flex-end;\n",
              "  width: 50%;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-parallel-item:last-child::after {\n",
              "  align-self: flex-start;\n",
              "  width: 50%;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-parallel-item:only-child::after {\n",
              "  width: 0;\n",
              "}\n",
              "\n",
              "/* Serial-specific style estimator block */\n",
              "\n",
              "#sk-container-id-6 div.sk-serial {\n",
              "  display: flex;\n",
              "  flex-direction: column;\n",
              "  align-items: center;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  padding-right: 1em;\n",
              "  padding-left: 1em;\n",
              "}\n",
              "\n",
              "\n",
              "/* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is\n",
              "clickable and can be expanded/collapsed.\n",
              "- Pipeline and ColumnTransformer use this feature and define the default style\n",
              "- Estimators will overwrite some part of the style using the `sk-estimator` class\n",
              "*/\n",
              "\n",
              "/* Pipeline and ColumnTransformer style (default) */\n",
              "\n",
              "#sk-container-id-6 div.sk-toggleable {\n",
              "  /* Default theme specific background. It is overwritten whether we have a\n",
              "  specific estimator or a Pipeline/ColumnTransformer */\n",
              "  background-color: var(--sklearn-color-background);\n",
              "}\n",
              "\n",
              "/* Toggleable label */\n",
              "#sk-container-id-6 label.sk-toggleable__label {\n",
              "  cursor: pointer;\n",
              "  display: flex;\n",
              "  width: 100%;\n",
              "  margin-bottom: 0;\n",
              "  padding: 0.5em;\n",
              "  box-sizing: border-box;\n",
              "  text-align: center;\n",
              "  align-items: start;\n",
              "  justify-content: space-between;\n",
              "  gap: 0.5em;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 label.sk-toggleable__label .caption {\n",
              "  font-size: 0.6rem;\n",
              "  font-weight: lighter;\n",
              "  color: var(--sklearn-color-text-muted);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 label.sk-toggleable__label-arrow:before {\n",
              "  /* Arrow on the left of the label */\n",
              "  content: \"▸\";\n",
              "  float: left;\n",
              "  margin-right: 0.25em;\n",
              "  color: var(--sklearn-color-icon);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 label.sk-toggleable__label-arrow:hover:before {\n",
              "  color: var(--sklearn-color-text);\n",
              "}\n",
              "\n",
              "/* Toggleable content - dropdown */\n",
              "\n",
              "#sk-container-id-6 div.sk-toggleable__content {\n",
              "  max-height: 0;\n",
              "  max-width: 0;\n",
              "  overflow: hidden;\n",
              "  text-align: left;\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-toggleable__content.fitted {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-toggleable__content pre {\n",
              "  margin: 0.2em;\n",
              "  border-radius: 0.25em;\n",
              "  color: var(--sklearn-color-text);\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-toggleable__content.fitted pre {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 input.sk-toggleable__control:checked~div.sk-toggleable__content {\n",
              "  /* Expand drop-down */\n",
              "  max-height: 200px;\n",
              "  max-width: 100%;\n",
              "  overflow: auto;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {\n",
              "  content: \"▾\";\n",
              "}\n",
              "\n",
              "/* Pipeline/ColumnTransformer-specific style */\n",
              "\n",
              "#sk-container-id-6 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  color: var(--sklearn-color-text);\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "/* Estimator-specific style */\n",
              "\n",
              "/* Colorize estimator box */\n",
              "#sk-container-id-6 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-label label.sk-toggleable__label,\n",
              "#sk-container-id-6 div.sk-label label {\n",
              "  /* The background is the default theme color */\n",
              "  color: var(--sklearn-color-text-on-default-background);\n",
              "}\n",
              "\n",
              "/* On hover, darken the color of the background */\n",
              "#sk-container-id-6 div.sk-label:hover label.sk-toggleable__label {\n",
              "  color: var(--sklearn-color-text);\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "/* Label box, darken color on hover, fitted */\n",
              "#sk-container-id-6 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {\n",
              "  color: var(--sklearn-color-text);\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "/* Estimator label */\n",
              "\n",
              "#sk-container-id-6 div.sk-label label {\n",
              "  font-family: monospace;\n",
              "  font-weight: bold;\n",
              "  display: inline-block;\n",
              "  line-height: 1.2em;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-label-container {\n",
              "  text-align: center;\n",
              "}\n",
              "\n",
              "/* Estimator-specific */\n",
              "#sk-container-id-6 div.sk-estimator {\n",
              "  font-family: monospace;\n",
              "  border: 1px dotted var(--sklearn-color-border-box);\n",
              "  border-radius: 0.25em;\n",
              "  box-sizing: border-box;\n",
              "  margin-bottom: 0.5em;\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-0);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-estimator.fitted {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-0);\n",
              "}\n",
              "\n",
              "/* on hover */\n",
              "#sk-container-id-6 div.sk-estimator:hover {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-2);\n",
              "}\n",
              "\n",
              "#sk-container-id-6 div.sk-estimator.fitted:hover {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-2);\n",
              "}\n",
              "\n",
              "/* Specification for estimator info (e.g. \"i\" and \"?\") */\n",
              "\n",
              "/* Common style for \"i\" and \"?\" */\n",
              "\n",
              ".sk-estimator-doc-link,\n",
              "a:link.sk-estimator-doc-link,\n",
              "a:visited.sk-estimator-doc-link {\n",
              "  float: right;\n",
              "  font-size: smaller;\n",
              "  line-height: 1em;\n",
              "  font-family: monospace;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  border-radius: 1em;\n",
              "  height: 1em;\n",
              "  width: 1em;\n",
              "  text-decoration: none !important;\n",
              "  margin-left: 0.5em;\n",
              "  text-align: center;\n",
              "  /* unfitted */\n",
              "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
              "  color: var(--sklearn-color-unfitted-level-1);\n",
              "}\n",
              "\n",
              ".sk-estimator-doc-link.fitted,\n",
              "a:link.sk-estimator-doc-link.fitted,\n",
              "a:visited.sk-estimator-doc-link.fitted {\n",
              "  /* fitted */\n",
              "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
              "  color: var(--sklearn-color-fitted-level-1);\n",
              "}\n",
              "\n",
              "/* On hover */\n",
              "div.sk-estimator:hover .sk-estimator-doc-link:hover,\n",
              ".sk-estimator-doc-link:hover,\n",
              "div.sk-label-container:hover .sk-estimator-doc-link:hover,\n",
              ".sk-estimator-doc-link:hover {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-3);\n",
              "  color: var(--sklearn-color-background);\n",
              "  text-decoration: none;\n",
              "}\n",
              "\n",
              "div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,\n",
              ".sk-estimator-doc-link.fitted:hover,\n",
              "div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,\n",
              ".sk-estimator-doc-link.fitted:hover {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-3);\n",
              "  color: var(--sklearn-color-background);\n",
              "  text-decoration: none;\n",
              "}\n",
              "\n",
              "/* Span, style for the box shown on hovering the info icon */\n",
              ".sk-estimator-doc-link span {\n",
              "  display: none;\n",
              "  z-index: 9999;\n",
              "  position: relative;\n",
              "  font-weight: normal;\n",
              "  right: .2ex;\n",
              "  padding: .5ex;\n",
              "  margin: .5ex;\n",
              "  width: min-content;\n",
              "  min-width: 20ex;\n",
              "  max-width: 50ex;\n",
              "  color: var(--sklearn-color-text);\n",
              "  box-shadow: 2pt 2pt 4pt #999;\n",
              "  /* unfitted */\n",
              "  background: var(--sklearn-color-unfitted-level-0);\n",
              "  border: .5pt solid var(--sklearn-color-unfitted-level-3);\n",
              "}\n",
              "\n",
              ".sk-estimator-doc-link.fitted span {\n",
              "  /* fitted */\n",
              "  background: var(--sklearn-color-fitted-level-0);\n",
              "  border: var(--sklearn-color-fitted-level-3);\n",
              "}\n",
              "\n",
              ".sk-estimator-doc-link:hover span {\n",
              "  display: block;\n",
              "}\n",
              "\n",
              "/* \"?\"-specific style due to the `<a>` HTML tag */\n",
              "\n",
              "#sk-container-id-6 a.estimator_doc_link {\n",
              "  float: right;\n",
              "  font-size: 1rem;\n",
              "  line-height: 1em;\n",
              "  font-family: monospace;\n",
              "  background-color: var(--sklearn-color-background);\n",
              "  border-radius: 1rem;\n",
              "  height: 1rem;\n",
              "  width: 1rem;\n",
              "  text-decoration: none;\n",
              "  /* unfitted */\n",
              "  color: var(--sklearn-color-unfitted-level-1);\n",
              "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 a.estimator_doc_link.fitted {\n",
              "  /* fitted */\n",
              "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
              "  color: var(--sklearn-color-fitted-level-1);\n",
              "}\n",
              "\n",
              "/* On hover */\n",
              "#sk-container-id-6 a.estimator_doc_link:hover {\n",
              "  /* unfitted */\n",
              "  background-color: var(--sklearn-color-unfitted-level-3);\n",
              "  color: var(--sklearn-color-background);\n",
              "  text-decoration: none;\n",
              "}\n",
              "\n",
              "#sk-container-id-6 a.estimator_doc_link.fitted:hover {\n",
              "  /* fitted */\n",
              "  background-color: var(--sklearn-color-fitted-level-3);\n",
              "}\n",
              "</style><div id=\"sk-container-id-6\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>RandomForestClassifier(random_state=42)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator fitted sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-6\" type=\"checkbox\" checked><label for=\"sk-estimator-id-6\" class=\"sk-toggleable__label fitted sk-toggleable__label-arrow\"><div><div>RandomForestClassifier</div></div><div><a class=\"sk-estimator-doc-link fitted\" rel=\"noreferrer\" target=\"_blank\" href=\"https://scikit-learn.org/1.6/modules/generated/sklearn.ensemble.RandomForestClassifier.html\">?<span>Documentation for RandomForestClassifier</span></a><span class=\"sk-estimator-doc-link fitted\">i<span>Fitted</span></span></div></label><div class=\"sk-toggleable__content fitted\"><pre>RandomForestClassifier(random_state=42)</pre></div> </div></div></div></div>"
            ]
          },
          "metadata": {},
          "execution_count": 60
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "y_pred_rf = rf.predict(x_test_vec)"
      ],
      "metadata": {
        "id": "HfFml4O1JECQ"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Evaluasi Random Forest\n",
        "accuracy_rf = accuracy_score(y_test, y_pred_rf)\n",
        "classification_rep_rf = classification_report(y_test, y_pred_rf, target_names=['negatif', 'positif'])\n",
        "\n",
        "print(\"Akurasi model Random Forest:\", accuracy_rf)\n",
        "print(\"\\nLaporan Klasifikasi:\\n\", classification_rep_rf)"
      ],
      "metadata": {
        "id": "Yk21z4GdJGE5",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "859bc6e6-d421-4318-e38c-dc9b5ed0fabe"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Akurasi model Random Forest: 0.9864864864864865\n",
            "\n",
            "Laporan Klasifikasi:\n",
            "               precision    recall  f1-score   support\n",
            "\n",
            "     negatif       0.97      1.00      0.99        39\n",
            "     positif       1.00      0.97      0.99        35\n",
            "\n",
            "    accuracy                           0.99        74\n",
            "   macro avg       0.99      0.99      0.99        74\n",
            "weighted avg       0.99      0.99      0.99        74\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "tanpa smote"
      ],
      "metadata": {
        "id": "4N7A8gBqU_NV"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Latih model Random Forest tanpa SMOTE\n",
        "rf_no_smote = RandomForestClassifier(random_state=42)\n",
        "rf_no_smote.fit(x_train_vec, y_train)\n",
        "\n",
        "# Prediksi\n",
        "y_pred_rf_no_smote = rf_no_smote.predict(x_test_vec)\n",
        "\n",
        "# Evaluasi\n",
        "accuracy_rf_no_smote = accuracy_score(y_test, y_pred_rf_no_smote)\n",
        "classification_rep_rf_no_smote = classification_report(y_test, y_pred_rf_no_smote, target_names=['negatif', 'positif'])\n",
        "\n",
        "print(\"Akurasi model Random Forest TANPA menggunakan SMOTE:\", accuracy_rf_no_smote)\n",
        "print(\"\\nLaporan Klasifikasi:\\n\", classification_rep_rf_no_smote)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "-hkGJwAfU-bz",
        "outputId": "16a52793-ba95-4752-f258-f38304bf0499"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Akurasi model Random Forest TANPA menggunakan SMOTE: 0.9594594594594594\n",
            "\n",
            "Laporan Klasifikasi:\n",
            "               precision    recall  f1-score   support\n",
            "\n",
            "     negatif       0.93      1.00      0.96        39\n",
            "     positif       1.00      0.91      0.96        35\n",
            "\n",
            "    accuracy                           0.96        74\n",
            "   macro avg       0.96      0.96      0.96        74\n",
            "weighted avg       0.96      0.96      0.96        74\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "model_names = ['Naive Bayes', 'Random Forest']\n",
        "accuracies = [accuracy_score(y_test, y_pred), accuracy_score(y_test, y_pred_rf)]\n",
        "\n",
        "plt.figure(figsize=(6, 4))\n",
        "sns.barplot(x=model_names, y=accuracies, palette='viridis')\n",
        "plt.ylim(0, 1)\n",
        "plt.ylabel('Akurasi')\n",
        "plt.title('Perbandingan Akurasi Model')\n",
        "for i, acc in enumerate(accuracies):\n",
        "    plt.text(i, acc + 0.01, f\"{acc:.2f}\", ha='center')\n",
        "plt.show()\n"
      ],
      "metadata": {
        "id": "IxWoFhLs6_Ij",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 498
        },
        "outputId": "0ae5f04c-2377-4cd3-9dcd-77d159935759"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-88-0f041a418cf0>:5: FutureWarning: \n",
            "\n",
            "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
            "\n",
            "  sns.barplot(x=model_names, y=accuracies, palette='viridis')\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x400 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}