Shopee_Preprocessing_dan_EDA_.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "N-CnMIVH77Jy"
      },
      "source": [
        "# Analisis ulasan Shopee"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Data tersebut diperoleh dari laman Google Play Store dengan menggunakan teknik scrapping, batasan dari pengambilan data yaitu sebagai berikut:\n",
        "\n",
        "\n",
        "*   Data tersebut merupakan data ulasan pada bulan Jan - Feb 2022\n",
        "*   ulasan yang memiliki nilai rating sama dengan tiga tidak digunakan, karena dinilai netral, dimana tujuan analisis ini yaitu klasifikasi analisis sentimen ulasan Shopee\n",
        "\n"
      ],
      "metadata": {
        "id": "jB3EQsEp5oBR"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "Code ini menjelaskan tahap pre-processing dan EDA untuk data ulasan Shopee"
      ],
      "metadata": {
        "id": "kfJShy7Z6yBC"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Pre-Processing Shopee"
      ],
      "metadata": {
        "id": "E-rxzOXr5NU6"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "id": "i52KKvQ772eB",
        "outputId": "cdc9c6da-091c-4fb2-add9-e0e8f12041a4"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "             userName  score  Klasifikasi               at  \\\n",
              "0       Annur Mayanti      5            1  2/28/2022 23:53   \n",
              "1            Edwin HK      1            0  2/28/2022 23:53   \n",
              "2  Muhammad Kurniawan      1            0  2/28/2022 23:47   \n",
              "3          Wlnda Sari      1            0  2/28/2022 23:47   \n",
              "4     ahmad saefuddin      5            1  2/28/2022 23:44   \n",
              "\n",
              "                                             content  \n",
              "0  Sangat membantu sih olshop terpercaya meskipun...  \n",
              "1  Masa ngirim buku dari jogja ke solo butuh 4 ha...  \n",
              "2  Gratis ongkir shopeefood lama-lama jadi kepoto...  \n",
              "3  Jelek pengguna baru sekarang tidak bisa menggu...  \n",
              "4  belanja online ternyaman cuma di shopee 😊 tolo...  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-5bc98fd1-dd7c-44cf-98ca-7a036c1520dd\">\n",
              "    <div 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",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>userName</th>\n",
              "      <th>score</th>\n",
              "      <th>Klasifikasi</th>\n",
              "      <th>at</th>\n",
              "      <th>content</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Annur Mayanti</td>\n",
              "      <td>5</td>\n",
              "      <td>1</td>\n",
              "      <td>2/28/2022 23:53</td>\n",
              "      <td>Sangat membantu sih olshop terpercaya meskipun...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Edwin HK</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>2/28/2022 23:53</td>\n",
              "      <td>Masa ngirim buku dari jogja ke solo butuh 4 ha...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Muhammad Kurniawan</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>2/28/2022 23:47</td>\n",
              "      <td>Gratis ongkir shopeefood lama-lama jadi kepoto...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Wlnda Sari</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>2/28/2022 23:47</td>\n",
              "      <td>Jelek pengguna baru sekarang tidak bisa menggu...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>ahmad saefuddin</td>\n",
              "      <td>5</td>\n",
              "      <td>1</td>\n",
              "      <td>2/28/2022 23:44</td>\n",
              "      <td>belanja online ternyaman cuma di shopee 😊 tolo...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-5bc98fd1-dd7c-44cf-98ca-7a036c1520dd')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\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",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\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",
              "    [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-5bc98fd1-dd7c-44cf-98ca-7a036c1520dd 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-5bc98fd1-dd7c-44cf-98ca-7a036c1520dd');\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",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 1
        }
      ],
      "source": [
        "import pandas as pd\n",
        "import numpy as np\n",
        " \n",
        "#read data\n",
        "abc=pd.read_csv(\"shopee.csv\")\n",
        "usecoloms=([\"score, Klasifikasi, content\"])\n",
        "review1=pd.DataFrame(abc).drop_duplicates().reset_index(drop=True)\n",
        "review1.head()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Yh5um7Y58HW0"
      },
      "source": [
        "**DATA CLEANING**\n",
        "\n",
        "\n",
        "*   Case folding\n",
        "*   Menghapus karakter spesial\n",
        "*   Mengapus angka\n",
        "*   Menghapus punctuation\n",
        "*   Menghapus whitespace\n",
        "*   Menghapus single karakter\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "HVWX_kqNDLOG",
        "outputId": "325faf80-e313-4d58-bb97-6dd16e8534a5"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "0        sangat membantu sih olshop terpercaya meskipun...\n",
            "1        masa ngirim buku dari jogja ke solo butuh hari...\n",
            "2        gratis ongkir shopeefood lama lama jadi kepoto...\n",
            "3        jelek pengguna baru sekarang tidak bisa menggu...\n",
            "4        belanja online ternyaman cuma di shopee tolong...\n",
            "                               ...                        \n",
            "11250    pengajuan paylater sangat ribet pelayanan peng...\n",
            "11251    app shopee gak jelas ngapain login ada fitur c...\n",
            "11252    entah kenapa saldo shopeepay masih lebih dari ...\n",
            "11253    kendala top up yg belum masuk mesti nunggu ber...\n",
            "11254    alhamdulillah sangat membantu memenuhi kebutuh...\n",
            "Name: content, Length: 11255, dtype: object\n"
          ]
        }
      ],
      "source": [
        "import string\n",
        "import re\n",
        "\n",
        "#case folding\n",
        "review1['content'] = review1['content'].str.lower()\n",
        "\n",
        "#remove spesial karakter\n",
        "def remove_content_special(text):\n",
        "  # remove tab, new line, ans back slice\n",
        "  text = text.replace('\\\\t',\" \").replace('\\\\n',\" \").replace('\\\\u',\" \").replace('\\\\',\"\")\n",
        "  # remove non ASCII (emoticon, chinese word, .etc)\n",
        "  text = text.encode('ascii', 'replace').decode('ascii')\n",
        "  # remove mention, link, hashtag\n",
        "  text = ' '.join(re.sub(\"([@#][A-Za-z0-9]+)|(\\w+:\\/\\/\\S+)\",\" \", text).split())\n",
        "  # remove incomplete URL\n",
        "  return text.replace(\"http://\", \" \").replace(\"https://\", \" \")\n",
        "\n",
        "review1['content'] = review1['content'].apply(remove_content_special)\n",
        "\n",
        "#remove number\n",
        "def remove_number(text):\n",
        "  return re.sub(r\"\\d+\", \"\", text)\n",
        "review1['content'] = review1['content'].apply(remove_number)\n",
        "\n",
        "#remove punctuation\n",
        "def remove_punctuation(text):\n",
        "  return text.translate(str.maketrans(string.punctuation,' ' * len\n",
        "  (string.punctuation) ))\n",
        "review1['content'] = review1['content'].apply(remove_punctuation)\n",
        "\n",
        "#remove whitespace leading & trailing\n",
        "def remove_whitespace_LT(text):\n",
        "  return text.strip()\n",
        "review1['content'] = review1['content'].apply(remove_whitespace_LT)\n",
        "\n",
        "#remove multiple whitespace into single whitespace\n",
        "def remove_whitespace_multiple(text):\n",
        "  return re.sub('\\s+',' ',text)\n",
        "review1['content'] = review1['content'].apply(remove_whitespace_multiple)\n",
        "\n",
        "#remove single char\n",
        "def remove_singl_char(text):\n",
        "  return re.sub(r\"\\b[a-zA-Z]\\b\", \"\", text)\n",
        "review1['content'] = review1['content'].apply(remove_singl_char)\n",
        "print(review1['content'])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "id": "MpxLg6U2oIx1",
        "outputId": "32e5a071-a1df-46a8-8ffc-5ace1b3967fc"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>userName</th>\n",
              "      <th>score</th>\n",
              "      <th>Klasifikasi</th>\n",
              "      <th>at</th>\n",
              "      <th>content</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Annur Mayanti</td>\n",
              "      <td>5</td>\n",
              "      <td>1</td>\n",
              "      <td>2/28/2022 23:53</td>\n",
              "      <td>sangat membantu sih olshop terpercaya meskipun...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Edwin HK</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>2/28/2022 23:53</td>\n",
              "      <td>masa ngirim buku dari jogja ke solo butuh hari...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Muhammad Kurniawan</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>2/28/2022 23:47</td>\n",
              "      <td>gratis ongkir shopeefood lama lama jadi kepoto...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Wlnda Sari</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>2/28/2022 23:47</td>\n",
              "      <td>jelek pengguna baru sekarang tidak bisa menggu...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>ahmad saefuddin</td>\n",
              "      <td>5</td>\n",
              "      <td>1</td>\n",
              "      <td>2/28/2022 23:44</td>\n",
              "      <td>belanja online ternyaman cuma di shopee tolong...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "             userName  score  Klasifikasi               at  \\\n",
              "0       Annur Mayanti      5            1  2/28/2022 23:53   \n",
              "1            Edwin HK      1            0  2/28/2022 23:53   \n",
              "2  Muhammad Kurniawan      1            0  2/28/2022 23:47   \n",
              "3          Wlnda Sari      1            0  2/28/2022 23:47   \n",
              "4     ahmad saefuddin      5            1  2/28/2022 23:44   \n",
              "\n",
              "                                             content  \n",
              "0  sangat membantu sih olshop terpercaya meskipun...  \n",
              "1  masa ngirim buku dari jogja ke solo butuh hari...  \n",
              "2  gratis ongkir shopeefood lama lama jadi kepoto...  \n",
              "3  jelek pengguna baru sekarang tidak bisa menggu...  \n",
              "4  belanja online ternyaman cuma di shopee tolong...  "
            ]
          },
          "execution_count": 5,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "#berikut 5 data pertama setelah dilakukan data cleaning\n",
        "review1.head()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "id": "B3E9yIKryt5K",
        "outputId": "adbc4b4b-6e5e-4c0a-8201-e491d8629646"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "  <div id=\"df-75623ef9-d02d-4189-8826-b72b8eddb0ef\">\n",
              "    <div 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",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>userName</th>\n",
              "      <th>score</th>\n",
              "      <th>Klasifikasi</th>\n",
              "      <th>at</th>\n",
              "      <th>content</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>11250</th>\n",
              "      <td>Ardi Yansah</td>\n",
              "      <td>4</td>\n",
              "      <td>1</td>\n",
              "      <td>1/1/2022 1:01</td>\n",
              "      <td>pengajuan paylater sangat ribet pelayanan peng...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11251</th>\n",
              "      <td>Barokah Fotocopy &amp; Stationery</td>\n",
              "      <td>2</td>\n",
              "      <td>0</td>\n",
              "      <td>1/1/2022 0:49</td>\n",
              "      <td>app shopee gak jelas ngapain login ada fitur c...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11252</th>\n",
              "      <td>Siti Nurhidayati</td>\n",
              "      <td>2</td>\n",
              "      <td>0</td>\n",
              "      <td>1/1/2022 0:45</td>\n",
              "      <td>entah kenapa saldo shopeepay masih lebih dari ...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11253</th>\n",
              "      <td>arjun sitepu</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1/1/2022 0:27</td>\n",
              "      <td>kendala top up yg belum masuk mesti nunggu ber...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11254</th>\n",
              "      <td>Yes yes Yes</td>\n",
              "      <td>5</td>\n",
              "      <td>1</td>\n",
              "      <td>1/1/2022 0:02</td>\n",
              "      <td>alhamdulillah sangat membantu memenuhi kebutuh...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-75623ef9-d02d-4189-8826-b72b8eddb0ef')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\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",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\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",
              "    [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-75623ef9-d02d-4189-8826-b72b8eddb0ef 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-75623ef9-d02d-4189-8826-b72b8eddb0ef');\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",
              "    </div>\n",
              "  </div>\n",
              "  "
            ],
            "text/plain": [
              "                            userName  score  Klasifikasi             at  \\\n",
              "11250                    Ardi Yansah      4            1  1/1/2022 1:01   \n",
              "11251  Barokah Fotocopy & Stationery      2            0  1/1/2022 0:49   \n",
              "11252               Siti Nurhidayati      2            0  1/1/2022 0:45   \n",
              "11253                   arjun sitepu      1            0  1/1/2022 0:27   \n",
              "11254                    Yes yes Yes      5            1  1/1/2022 0:02   \n",
              "\n",
              "                                                 content  \n",
              "11250  pengajuan paylater sangat ribet pelayanan peng...  \n",
              "11251  app shopee gak jelas ngapain login ada fitur c...  \n",
              "11252  entah kenapa saldo shopeepay masih lebih dari ...  \n",
              "11253  kendala top up yg belum masuk mesti nunggu ber...  \n",
              "11254  alhamdulillah sangat membantu memenuhi kebutuh...  "
            ]
          },
          "execution_count": 8,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "#berikut 5 data terakhir setelah dilakukan data cleaning\n",
        "review1.tail()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "wKKuGZYWy0dz",
        "outputId": "49d49447-90b6-4c7a-fc6e-3fd82925d17b"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "0        sangat membantu sih olshop terpercaya meskipun...\n",
              "1        masa ngirim buku dari jogja ke solo butuh hari...\n",
              "2        gratis ongkir shopeefood lama lama jadi kepoto...\n",
              "3        jelek pengguna baru sekarang tidak bisa menggu...\n",
              "4        belanja online ternyaman cuma di shopee tolong...\n",
              "                               ...                        \n",
              "11250    pengajuan paylater sangat ribet pelayanan peng...\n",
              "11251    app shopee gak jelas ngapain login ada fitur c...\n",
              "11252    entah kenapa saldo shopeepay masih lebih dari ...\n",
              "11253    kendala top up yg belum masuk mesti nunggu ber...\n",
              "11254    alhamdulillah sangat membantu memenuhi kebutuh...\n",
              "Name: content, Length: 11255, dtype: object"
            ]
          },
          "execution_count": 6,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "review1['content']"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "**TOKENIZING**\n",
        "\n",
        "berikut merupakan proses tahap tokenizing, yang bertujuan memisahkan (split) kalimat menjadi kata per kata."
      ],
      "metadata": {
        "id": "sU4HloZQ80Bl"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "NL7st12EVHkH",
        "outputId": "705dfdab-d596-4110-b64d-1dd748f4f7ad"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[nltk_data] Downloading package punkt to /root/nltk_data...\n",
            "[nltk_data]   Unzipping tokenizers/punkt.zip.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "0        [sangat, membantu, sih, olshop, terpercaya, me...\n",
            "1        [masa, ngirim, buku, dari, jogja, ke, solo, bu...\n",
            "2        [gratis, ongkir, shopeefood, lama, lama, jadi,...\n",
            "3        [jelek, pengguna, baru, sekarang, tidak, bisa,...\n",
            "4        [belanja, online, ternyaman, cuma, di, shopee,...\n",
            "                               ...                        \n",
            "11250    [pengajuan, paylater, sangat, ribet, pelayanan...\n",
            "11251    [app, shopee, gak, jelas, ngapain, login, ada,...\n",
            "11252    [entah, kenapa, saldo, shopeepay, masih, lebih...\n",
            "11253    [kendala, top, up, yg, belum, masuk, mesti, nu...\n",
            "11254    [alhamdulillah, sangat, membantu, memenuhi, ke...\n",
            "Name: content, Length: 11255, dtype: object\n"
          ]
        }
      ],
      "source": [
        "import nltk\n",
        "from nltk.tokenize import word_tokenize \n",
        "nltk.download('punkt')\n",
        "\n",
        "review1['content'].dropna(inplace=True)\n",
        "review1['content'] = review1['content'].apply(word_tokenize)\n",
        "print(review1['content'])"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "**STOPWORDS**\n",
        "\n",
        "tahap ini bertujuan untuk menghapus kata yang sering muncul atau jarang muncul, akan tetapi tidak memiliki makna."
      ],
      "metadata": {
        "id": "bWYEut_R9GfC"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "SOz_pkESf_w3",
        "outputId": "9451296a-16d2-4265-d32e-7d8d206cc273"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "['ada', 'adalah', 'adanya', 'adapun', 'agak', 'agaknya', 'agar', 'akan', 'akankah', 'akhir', 'akhiri', 'akhirnya', 'aku', 'akulah', 'amat', 'amatlah', 'anda', 'andalah', 'antar', 'antara', 'antaranya', 'apa', 'apaan', 'apabila', 'apakah', 'apalagi', 'apatah', 'artinya', 'asal', 'asalkan', 'atas', 'atau', 'ataukah', 'ataupun', 'awal', 'awalnya', 'bagai', 'bagaikan', 'bagaimana', 'bagaimanakah', 'bagaimanapun', 'bagi', 'bagian', 'bahkan', 'bahwa', 'bahwasanya', 'baik', 'bakal', 'bakalan', 'balik', 'banyak', 'bapak', 'baru', 'bawah', 'beberapa', 'begini', 'beginian', 'beginikah', 'beginilah', 'begitu', 'begitukah', 'begitulah', 'begitupun', 'bekerja', 'belakang', 'belakangan', 'belum', 'belumlah', 'benar', 'benarkah', 'benarlah', 'berada', 'berakhir', 'berakhirlah', 'berakhirnya', 'berapa', 'berapakah', 'berapalah', 'berapapun', 'berarti', 'berawal', 'berbagai', 'berdatangan', 'beri', 'berikan', 'berikut', 'berikutnya', 'berjumlah', 'berkali-kali', 'berkata', 'berkehendak', 'berkeinginan', 'berkenaan', 'berlainan', 'berlalu', 'berlangsung', 'berlebihan', 'bermacam', 'bermacam-macam', 'bermaksud', 'bermula', 'bersama', 'bersama-sama', 'bersiap', 'bersiap-siap', 'bertanya', 'bertanya-tanya', 'berturut', 'berturut-turut', 'bertutur', 'berujar', 'berupa', 'besar', 'betul', 'betulkah', 'biasa', 'biasanya', 'bila', 'bilakah', 'bisa', 'bisakah', 'boleh', 'bolehkah', 'bolehlah', 'buat', 'bukan', 'bukankah', 'bukanlah', 'bukannya', 'bulan', 'bung', 'cara', 'caranya', 'cukup', 'cukupkah', 'cukuplah', 'cuma', 'dahulu', 'dalam', 'dan', 'dapat', 'dari', 'daripada', 'datang', 'dekat', 'demi', 'demikian', 'demikianlah', 'dengan', 'depan', 'di', 'dia', 'diakhiri', 'diakhirinya', 'dialah', 'diantara', 'diantaranya', 'diberi', 'diberikan', 'diberikannya', 'dibuat', 'dibuatnya', 'didapat', 'didatangkan', 'digunakan', 'diibaratkan', 'diibaratkannya', 'diingat', 'diingatkan', 'diinginkan', 'dijawab', 'dijelaskan', 'dijelaskannya', 'dikarenakan', 'dikatakan', 'dikatakannya', 'dikerjakan', 'diketahui', 'diketahuinya', 'dikira', 'dilakukan', 'dilalui', 'dilihat', 'dimaksud', 'dimaksudkan', 'dimaksudkannya', 'dimaksudnya', 'diminta', 'dimintai', 'dimisalkan', 'dimulai', 'dimulailah', 'dimulainya', 'dimungkinkan', 'dini', 'dipastikan', 'diperbuat', 'diperbuatnya', 'dipergunakan', 'diperkirakan', 'diperlihatkan', 'diperlukan', 'diperlukannya', 'dipersoalkan', 'dipertanyakan', 'dipunyai', 'diri', 'dirinya', 'disampaikan', 'disebut', 'disebutkan', 'disebutkannya', 'disini', 'disinilah', 'ditambahkan', 'ditandaskan', 'ditanya', 'ditanyai', 'ditanyakan', 'ditegaskan', 'ditujukan', 'ditunjuk', 'ditunjuki', 'ditunjukkan', 'ditunjukkannya', 'ditunjuknya', 'dituturkan', 'dituturkannya', 'diucapkan', 'diucapkannya', 'diungkapkan', 'dong', 'dua', 'dulu', 'empat', 'enggak', 'enggaknya', 'entah', 'entahlah', 'guna', 'gunakan', 'hal', 'hampir', 'hanya', 'hanyalah', 'hari', 'harus', 'haruslah', 'harusnya', 'hendak', 'hendaklah', 'hendaknya', 'hingga', 'ia', 'ialah', 'ibarat', 'ibaratkan', 'ibaratnya', 'ibu', 'ikut', 'ingat', 'ingat-ingat', 'ingin', 'inginkah', 'inginkan', 'ini', 'inikah', 'inilah', 'itu', 'itukah', 'itulah', 'jadi', 'jadilah', 'jadinya', 'jangan', 'jangankan', 'janganlah', 'jauh', 'jawab', 'jawaban', 'jawabnya', 'jelas', 'jelaskan', 'jelaslah', 'jelasnya', 'jika', 'jikalau', 'juga', 'jumlah', 'jumlahnya', 'justru', 'kala', 'kalau', 'kalaulah', 'kalaupun', 'kalian', 'kami', 'kamilah', 'kamu', 'kamulah', 'kan', 'kapan', 'kapankah', 'kapanpun', 'karena', 'karenanya', 'kasus', 'kata', 'katakan', 'katakanlah', 'katanya', 'ke', 'keadaan', 'kebetulan', 'kecil', 'kedua', 'keduanya', 'keinginan', 'kelamaan', 'kelihatan', 'kelihatannya', 'kelima', 'keluar', 'kembali', 'kemudian', 'kemungkinan', 'kemungkinannya', 'kenapa', 'kepada', 'kepadanya', 'kesampaian', 'keseluruhan', 'keseluruhannya', 'keterlaluan', 'ketika', 'khususnya', 'kini', 'kinilah', 'kira', 'kira-kira', 'kiranya', 'kita', 'kitalah', 'kok', 'kurang', 'lagi', 'lagian', 'lah', 'lain', 'lainnya', 'lalu', 'lama', 'lamanya', 'lanjut', 'lanjutnya', 'lebih', 'lewat', 'lima', 'luar', 'macam', 'maka', 'makanya', 'makin', 'malah', 'malahan', 'mampu', 'mampukah', 'mana', 'manakala', 'manalagi', 'masa', 'masalah', 'masalahnya', 'masih', 'masihkah', 'masing', 'masing-masing', 'mau', 'maupun', 'melainkan', 'melakukan', 'melalui', 'melihat', 'melihatnya', 'memang', 'memastikan', 'memberi', 'memberikan', 'membuat', 'memerlukan', 'memihak', 'meminta', 'memintakan', 'memisalkan', 'memperbuat', 'mempergunakan', 'memperkirakan', 'memperlihatkan', 'mempersiapkan', 'mempersoalkan', 'mempertanyakan', 'mempunyai', 'memulai', 'memungkinkan', 'menaiki', 'menambahkan', 'menandaskan', 'menanti', 'menanti-nanti', 'menantikan', 'menanya', 'menanyai', 'menanyakan', 'mendapat', 'mendapatkan', 'mendatang', 'mendatangi', 'mendatangkan', 'menegaskan', 'mengakhiri', 'mengapa', 'mengatakan', 'mengatakannya', 'mengenai', 'mengerjakan', 'mengetahui', 'menggunakan', 'menghendaki', 'mengibaratkan', 'mengibaratkannya', 'mengingat', 'mengingatkan', 'menginginkan', 'mengira', 'mengucapkan', 'mengucapkannya', 'mengungkapkan', 'menjadi', 'menjawab', 'menjelaskan', 'menuju', 'menunjuk', 'menunjuki', 'menunjukkan', 'menunjuknya', 'menurut', 'menuturkan', 'menyampaikan', 'menyangkut', 'menyatakan', 'menyebutkan', 'menyeluruh', 'menyiapkan', 'merasa', 'mereka', 'merekalah', 'merupakan', 'meski', 'meskipun', 'meyakini', 'meyakinkan', 'minta', 'mirip', 'misal', 'misalkan', 'misalnya', 'mula', 'mulai', 'mulailah', 'mulanya', 'mungkin', 'mungkinkah', 'nah', 'naik', 'namun', 'nanti', 'nantinya', 'nyaris', 'nyatanya', 'oleh', 'olehnya', 'pada', 'padahal', 'padanya', 'pak', 'paling', 'panjang', 'pantas', 'para', 'pasti', 'pastilah', 'penting', 'pentingnya', 'per', 'percuma', 'perlu', 'perlukah', 'perlunya', 'pernah', 'persoalan', 'pertama', 'pertama-tama', 'pertanyaan', 'pertanyakan', 'pihak', 'pihaknya', 'pukul', 'pula', 'pun', 'punya', 'rasa', 'rasanya', 'rata', 'rupanya', 'saat', 'saatnya', 'saja', 'sajalah', 'saling', 'sama', 'sama-sama', 'sambil', 'sampai', 'sampai-sampai', 'sampaikan', 'sana', 'sangat', 'sangatlah', 'satu', 'saya', 'sayalah', 'se', 'sebab', 'sebabnya', 'sebagai', 'sebagaimana', 'sebagainya', 'sebagian', 'sebaik', 'sebaik-baiknya', 'sebaiknya', 'sebaliknya', 'sebanyak', 'sebegini', 'sebegitu', 'sebelum', 'sebelumnya', 'sebenarnya', 'seberapa', 'sebesar', 'sebetulnya', 'sebisanya', 'sebuah', 'sebut', 'sebutlah', 'sebutnya', 'secara', 'secukupnya', 'sedang', 'sedangkan', 'sedemikian', 'sedikit', 'sedikitnya', 'seenaknya', 'segala', 'segalanya', 'segera', 'seharusnya', 'sehingga', 'seingat', 'sejak', 'sejauh', 'sejenak', 'sejumlah', 'sekadar', 'sekadarnya', 'sekali', 'sekali-kali', 'sekalian', 'sekaligus', 'sekalipun', 'sekarang', 'sekarang', 'sekecil', 'seketika', 'sekiranya', 'sekitar', 'sekitarnya', 'sekurang-kurangnya', 'sekurangnya', 'sela', 'selain', 'selaku', 'selalu', 'selama', 'selama-lamanya', 'selamanya', 'selanjutnya', 'seluruh', 'seluruhnya', 'semacam', 'semakin', 'semampu', 'semampunya', 'semasa', 'semasih', 'semata', 'semata-mata', 'semaunya', 'sementara', 'semisal', 'semisalnya', 'sempat', 'semua', 'semuanya', 'semula', 'sendiri', 'sendirian', 'sendirinya', 'seolah', 'seolah-olah', 'seorang', 'sepanjang', 'sepantasnya', 'sepantasnyalah', 'seperlunya', 'seperti', 'sepertinya', 'sepihak', 'sering', 'seringnya', 'serta', 'serupa', 'sesaat', 'sesama', 'sesampai', 'sesegera', 'sesekali', 'seseorang', 'sesuatu', 'sesuatunya', 'sesudah', 'sesudahnya', 'setelah', 'setempat', 'setengah', 'seterusnya', 'setiap', 'setiba', 'setibanya', 'setidak-tidaknya', 'setidaknya', 'setinggi', 'seusai', 'sewaktu', 'siap', 'siapa', 'siapakah', 'siapapun', 'sini', 'sinilah', 'soal', 'soalnya', 'suatu', 'sudah', 'sudahkah', 'sudahlah', 'supaya', 'tadi', 'tadinya', 'tahu', 'tahun', 'tak', 'tambah', 'tambahnya', 'tampak', 'tampaknya', 'tandas', 'tandasnya', 'tanpa', 'tanya', 'tanyakan', 'tanyanya', 'tapi', 'tegas', 'tegasnya', 'telah', 'tempat', 'tengah', 'tentang', 'tentu', 'tentulah', 'tentunya', 'tepat', 'terakhir', 'terasa', 'terbanyak', 'terdahulu', 'terdapat', 'terdiri', 'terhadap', 'terhadapnya', 'teringat', 'teringat-ingat', 'terjadi', 'terjadilah', 'terjadinya', 'terkira', 'terlalu', 'terlebih', 'terlihat', 'termasuk', 'ternyata', 'tersampaikan', 'tersebut', 'tersebutlah', 'tertentu', 'tertuju', 'terus', 'terutama', 'tetap', 'tetapi', 'tiap', 'tiba', 'tiba-tiba', 'tidak', 'tidakkah', 'tidaklah', 'tiga', 'tinggi', 'toh', 'tunjuk', 'turut', 'tutur', 'tuturnya', 'ucap', 'ucapnya', 'ujar', 'ujarnya', 'umum', 'umumnya', 'ungkap', 'ungkapnya', 'untuk', 'usah', 'usai', 'waduh', 'wah', 'wahai', 'waktu', 'waktunya', 'walau', 'walaupun', 'wong', 'yaitu', 'yakin', 'yakni', 'yang']\n",
            "Stopwords Result : \n",
            "\n",
            "0     [membantu, olshop, terpercaya, kadang, store, ...\n",
            "1     [ngirim, buku, jogja, solo, butuh, pake, bukun...\n",
            "2        [gratis, ongkir, shopeefood, kepotong, seribu]\n",
            "3                            [jelek, pengguna, voucher]\n",
            "4     [belanja, online, ternyaman, diskon, perbanyak...\n",
            "5     [bertahun, percaya, ongkirnya, mikir, belanja,...\n",
            "6                  [kembalikan, akun, saldo, shoppepay]\n",
            "7     [aplikasi, bagus, berbelanja, berjualan, bnyak...\n",
            "8         [best, apk, harga, terjangkau, best, makasih]\n",
            "9                    [mudah, pelajari, membeli, barang]\n",
            "10                [bertanggung, brg, terima, rsk, uang]\n",
            "11                    [barangnya, bagus, puas, belanja]\n",
            "12    [lambat, kerja, jaringan, stabil, aplikasi, up...\n",
            "13       [seneng, belanja, terkadang, barangnya, rusak]\n",
            "14    [puas, kadang, ngak, bagus, barangnya, resiko,...\n",
            "15              [lengkap, jenis, barang, pembayarannya]\n",
            "16    [membantu, membeli, barang, penjual, barang, k...\n",
            "17    [developer, mohon, diperbarui, pengguna, konsu...\n",
            "18                  [suka, blnja, next, order, makasih]\n",
            "19    [kecewa, akun, spaylater, aktifkan, tagihan, t...\n",
            "20    [asli, berat, aplikasi, logout, hapus, cake, l...\n",
            "21    [suka, belanja, bli, barang, gampang, murah, g...\n",
            "22    [alhamdulillah, membatu, perekonomian, keluarg...\n",
            "23    [belanja, menyenangkan, menguntungkan, belanja...\n",
            "24    [eror, pengguna, ongkir, lipat, beda, pengguna...\n",
            "25    [mengkritik, apk, ngejatuhin, bersaing, apk, b...\n",
            "26           [belanja, bagus, kecewa, belanja, makasih]\n",
            "27    [puas, belanja, byak, kmudahan, sgla, tingkat,...\n",
            "28    [aplikasinya, bagus, ramah, sayangnya, gratis,...\n",
            "29    [dibuka, apliksinya, jaringan, lemot, buka, ap...\n",
            "30    [aplikasi, kesini, jelek, update, ttep, masuk,...\n",
            "31    [shopepay, block, butuh, belanja, semalem, ord...\n",
            "32    [mahal, pdahal, tanggal, cantik, belanja, rupi...\n",
            "33    [kemaren, beli, music, box, jbl, fluent, baran...\n",
            "34    [spaylater, diaktifkan, sebelll, pelanggan, bl...\n",
            "35    [pindah, app, hijau, sebelah, susah, log, in, ...\n",
            "36    [semenjak, expres, kiriman, karuan, sampainya,...\n",
            "37    [belanaja, dijamin, ori, mantab, respon, cepat...\n",
            "38    [pengguna, peyleter, lite, limite, pakai, bela...\n",
            "39    [susah, akses, lemot, pake, wifi, akses, platf...\n",
            "40    [pengirimannya, tanggal, tentukan, pengiriman,...\n",
            "41    [baiknya, label, pengiriman, mendukung, terhub...\n",
            "42    [koin, kadaluarsanya, capek, ngumpulin, hilang...\n",
            "43                     [aplikasi, membantu, nice, poko]\n",
            "44    [akun, bann, memesan, barang, akun, ban, apk, ...\n",
            "45    [pembelian, pulsa, batal, order, nunggu, jam, ...\n",
            "46    [spaylatter, spinjam, limitnya, dibikin, minus...\n",
            "47          [parah, lemod, barang, jual, sesuai, order]\n",
            "48    [saran, tombol, diterima, dekatkan, status, pe...\n",
            "49    [kecewa, pelayanan, pelanggan, pembeli, mudah,...\n",
            "Name: content, dtype: object\n",
            "\n",
            "\n",
            "\n",
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[nltk_data] Downloading package stopwords to /root/nltk_data...\n",
            "[nltk_data]   Unzipping corpora/stopwords.zip.\n"
          ]
        }
      ],
      "source": [
        "nltk.download(\"stopwords\")\n",
        "from nltk.corpus import stopwords\n",
        "# -----------get stopword from NLTK stopword --------------\n",
        "# get stopword indonesia\n",
        "list_stopwords = stopwords.words('indonesian')\n",
        "print(list_stopwords)\n",
        "# -------------- manualy add stopword ------------\n",
        "#append additional stopword\n",
        "list_stopwords.extend(['yg', 'dg', 'rt', 'dgn', 'ny', 'd', 'klo',\n",
        "                       'kalo', 'amp', 'biar', 'bikin', 'bilang',\n",
        "                       'gak', 'ga', 'krn', 'nya', 'nih', 'sih',\n",
        "                       'si', 'tau', 'tdk', 'tuh', 'utk', 'ya',\n",
        "                       'jd', 'jgn', 'sdh', 'aja', 'n', 't',\n",
        "                       'nyg', 'hehe', 'pen', 'u', 'nan', 'loh', 'rt',\n",
        "                       '&amp', 'yah', 'jgn', 'ga', 'ok','jg','sy','kwkwkwk'\n",
        "                       'dishoopee','shoopi','shopeeku','shopeeeeeeeeeeeeeeeee','shopeeee','shopeeeeeeeeee',\n",
        "                       'shoppy','shopeeyg','ahope',\n",
        "                       'klok', 'trs','pdhl', 'aj','the','shoopeeeeeeeeeeeeeeeeeeeeeeeeeeee'])\n",
        "# ----------------------- add stopword from txt file ------------------------------------\n",
        "# read txt stopword using pandas\n",
        "txt_stopword = pd.read_csv(\"stopwordshopee.txt\", names= [\"stopwords\"], header = None)\n",
        "\n",
        "# convert stopword string to list & append additional stopword\n",
        "list_stopwords.extend(txt_stopword[\"stopwords\"][0].split(' '))\n",
        "\n",
        "# convert list to dictionary\n",
        "list_stopwords = set(list_stopwords)\n",
        "\n",
        "#remove stopword pada list token\n",
        "def remove_stopwords(words):\n",
        "  return [word for word in words if word not in list_stopwords]\n",
        "review1['content']  = review1['content'] .apply(remove_stopwords)\n",
        "print('Stopwords Result : \\n')\n",
        "print(review1['content'] .head(50))\n",
        "print('\\n\\n\\n')\n"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "**NORMALIZED**\n",
        "\n",
        "bertujuan untuk menyeragamkan kata-kata slang."
      ],
      "metadata": {
        "id": "W4ixvSqs9eNS"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "VR18JDO0KFbm",
        "outputId": "ea32559e-f174-4ae0-b2b7-bd0535f7792c"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0    [membantu, olshop, terpercaya, kadang, store, ...\n",
              "1    [ngirim, buku, jogja, solo, butuh, pake, bukun...\n",
              "2    [gratis, ongkos kirim, shopeefood, kepotong, s...\n",
              "3                           [jelek, pengguna, voucher]\n",
              "4    [belanja, online, ternyaman, diskon, perbanyak...\n",
              "5    [bertahun, percaya, ongkos kirim, mikir, belan...\n",
              "6                 [kembalikan, akun, saldo, shopeepay]\n",
              "7    [aplikasi, bagus, berbelanja, berjualan, banya...\n",
              "8    [bagus, aplikasi, harga, terjangkau, bagus, ma...\n",
              "9                   [mudah, pelajari, membeli, barang]\n",
              "Name: content, dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 5
        }
      ],
      "source": [
        "#normalized\n",
        "#penyeragman kata\n",
        "\n",
        "normalizad_word = pd.read_excel(\"normalizednew.xlsx\")\n",
        "\n",
        "normalizad_word_dict = {}\n",
        "\n",
        "for index, row in normalizad_word.iterrows():\n",
        "    if row[0] not in normalizad_word_dict:\n",
        "        normalizad_word_dict[row[0]] = row[1] \n",
        "\n",
        "def normalized_term(document):\n",
        "    return [normalizad_word_dict[term] if term in normalizad_word_dict else term for term in document]\n",
        "\n",
        "review1['content'] = review1['content'] .apply(normalized_term)\n",
        "\n",
        "review1['content'] .head(10)"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "**Stemming**\n",
        "\n",
        "bertujuan untuk menyeragamkan kata yang memiliki imbuhan menjadi bentuk kata dasar."
      ],
      "metadata": {
        "id": "52aa-2PZ9yO_"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "SQjZZQOv5Zh1",
        "outputId": "93060fa2-cf0e-4a31-c2ed-dd89fc2cae79"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting PySastrawi\n",
            "  Downloading PySastrawi-1.2.0-py2.py3-none-any.whl (210 kB)\n",
            "\u001b[K     |████████████████████████████████| 210 kB 5.3 MB/s \n",
            "\u001b[?25hInstalling collected packages: PySastrawi\n",
            "Successfully installed PySastrawi-1.2.0\n"
          ]
        }
      ],
      "source": [
        "pip install PySastrawi"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "tGeF_EKf1d7n",
        "outputId": "414dca27-4427-486a-9f91-0db9159a8b57"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "13878\n",
            "------------------------\n",
            "birokrasinya : birokrasi\n",
            "{'membantu': 'bantu', 'olshop': 'olshop', 'terpercaya': 'percaya', 'kadang': 'kadang', 'store': 'store', 'bagus': 'bagus', 'ngirim': 'ngirim', 'buku': 'buku', 'jogja': 'jogja', 'solo': 'solo', 'butuh': 'butuh', 'pake': 'pake', 'bukunya': 'buku', 'kuliah': 'kuliah', 'depannya': 'depan', 'gratis': 'gratis', 'ongkos kirim': 'ongkos kirim', 'shopeefood': 'shopeefood', 'kepotong': 'potong', 'seribu': 'ribu', 'jelek': 'jelek', 'pengguna': 'guna', 'voucher': 'voucher', 'belanja': 'belanja', 'online': 'online', 'ternyaman': 'nyaman', 'diskon': 'diskon', 'perbanyak': 'banyak', 'pengiriman': 'kirim', 'melalu': 'lalu', 'bertahun': 'tahun', 'percaya': 'percaya', 'mikir': 'mikir', 'cek': 'cek', 'cekout': 'cekout', 'kayak': 'kayak', 'buang': 'buang', 'duit': 'duit', 'bayar': 'bayar', 'parah': 'parah', 'kembalikan': 'kembali', 'akun': 'akun', 'saldo': 'saldo', 'shopeepay': 'shopeepay', 'aplikasi': 'aplikasi', 'berbelanja': 'belanja', 'berjualan': 'jual', 'banyak': 'banyak', 'kemudahan': 'mudah', 'fitur': 'fitur', 'semoga': 'moga', 'kedepannya': 'depan', 'harga': 'harga', 'terjangkau': 'jangkau', 'makasih': 'makasih', 'mudah': 'mudah', 'pelajari': 'ajar', 'membeli': 'beli', 'barang': 'barang', 'bertanggung': 'tanggung', 'terima': 'terima', 'rusak': 'rusak', 'uang': 'uang', 'barangnya': 'barang', 'puas': 'puas', 'lemot': 'lot', 'kerja': 'kerja', 'jaringan': 'jaring', 'stabil': 'stabil', 'pembaruan': 'baru', 'seneng': 'neng', 'terkadang': 'terkadang', 'gak': 'gak', 'resiko': 'resiko', 'memilih': 'pilih', 'toko': 'toko', 'bener': 'bener', 'intinya': 'inti', 'shoopee': 'shoopee', 'murah': 'murah', 'free': 'free', 'lengkap': 'lengkap', 'jenis': 'jenis', 'pembayarannya': 'bayar', 'penjual': 'jual', 'kejujuran': 'jujur', 'berlaku': 'laku', 'adil': 'adil', 'berdagang': 'dagang', 'tiruan': 'tiru', 'rasulullah': 'rasulullah', 'mengancam': 'ancam', 'pembeli': 'beli', 'dirugikan': 'rugi', 'developer': 'developer', 'mohon': 'mohon', 'diperbarui': 'baru', 'konsumen': 'konsumen', 'pelayanan': 'layan', 'diperbaiki': 'baik', 'suka': 'suka', 'lag': 'lag', 'kelambatanya': 'kelambatanya', 'applikasi': 'applikasi', 'ambil': 'ambil', 'untung': 'untung', 'menciptakan': 'cipta', 'komplain': 'komplain', 'next': 'next', 'order': 'order', 'kecewa': 'kecewa', 'spaylater': 'spaylater', 'aktifkan': 'aktif', 'tagihan': 'tagih', 'tertunggak': 'tunggak', 'alias': 'alias', 'lancar': 'lancar', 'asli': 'asli', 'berat': 'berat', 'logout': 'logout', 'hapus': 'hapus', 'cake': 'cake', 'login': 'login', 'entengnya': 'enteng', 'sebentar': 'sebentar', 'pilih': 'pilih', 'payah': 'payah', 'beli': 'beli', 'gampang': 'gampang', 'kualitasnya': 'kualitas', 'terjamin': 'jamin', 'sesuai': 'sesuai', 'hargalah': 'harga', 'alhamdulillah': 'alhamdulillah', 'membatu': 'batu', 'perekonomian': 'ekonomi', 'keluarga': 'keluarga', 'kasih': 'kasih', 'usaha': 'usaha', 'terbaik': 'baik', 'menyenangkan': 'senang', 'menguntungkan': 'untung', 'fleksibel': 'fleksibel', 'promo': 'promo', 'potongan': 'potong', 'costumer': 'costumer', 'is': 'is', 'shop': 'shop', 'and': 'and', 'very': 'very', 'cheapest': 'cheapest', 'error': 'error', 'lipat': 'lipat', 'beda': 'beda', 'mengkritik': 'kritik', 'ngejatuhin': 'ngejatuhin', 'bersaing': 'saing', 'byak': 'byak', 'kmudahan': 'kmudahan', 'sgla': 'sgla', 'tingkat': 'tingkat', 'customer': 'customer', 'labih': 'labih', 'maju': 'maju', 'sukses': 'sukses', 'ramah': 'ramah', 'sayangnya': 'sayang', 'jarang': 'jarang', 'dibuka': 'buka', 'buka': 'buka', 'perbaiki': 'baik', 'bugnya': 'bugnya', 'capek': 'capek', 'bolak': 'bolak', 'refresh': 'refresh', 'mulu': 'mulu', 'tutup': 'tutup', 'kesini': 'kesini', 'ttep': 'ttep', 'masuk': 'masuk', 'data': 'data', 'block': 'block', 'semalem': 'semalem', 'shoppefood': 'shoppefood', 'isi': 'isi', 'gak bisa': 'gak bisa', 'mahal': 'mahal', 'pdahal': 'pdahal', 'tanggal': 'tanggal', 'cantik': 'cantik', 'rupiah': 'rupiah', 'full': 'full', 'minimarket': 'minimarket', 'makin': 'makin', 'smk': 'smk', 'hemat': 'hemat', 'ayok': 'ayok', 'susah': 'susah', 'food': 'food', 'aduh': 'aduh', 'kemaren': 'kemaren', 'music': 'music', 'box': 'box', 'jbl': 'jbl', 'fluent': 'fluent', 'ganti': 'ganti', 'persetujuan': 'tuju', 'senin': 'senin', 'kmaren': 'kmaren', 'tgl': 'tgl', 'klarifikasi': 'klarifikasi', 'masalah': 'masalah', 'kecilnya': 'kecil', 'nominal': 'nominal', 'pertanggung': 'tanggung', 'jawabannya': 'jawab', 'diaktifkan': 'aktif', 'sebel': 'sebel', 'pelanggan': 'langgan', 'pindah': 'pindah', 'hijau': 'hijau', 'sebelah': 'belah', 'log': 'log', 'in': 'in', 'suruh': 'suruh', 'verifikasi': 'verifikasi', 'hp': 'hp', 'aktif': 'aktif', 'pilihan': 'pilih', 'semenjak': 'semenjak', 'expres': 'expres', 'kiriman': 'kirim', 'karuan': 'karuan', 'sampainya': 'sampai', 'bisanya': 'bisa', 'minggu': 'minggu', 'dijamin': 'jamin', 'ori': 'ori', 'mantab': 'mantab', 'respon': 'respon', 'cepat': 'cepat', 'lite': 'lite', 'limite': 'limite', 'pakai': 'pakai', 'sisa': 'sisa', 'inggin': 'inggin', 'menambah': 'tambah', 'menyelesai': 'selesai', 'pesanan': 'pesan', 'menyelesaikan': 'selesai', 'kenap': 'kenap', 'pencerahannya': 'cerah', 'akses': 'akses', 'wifi': 'wifi', 'platform': 'platform', 'ijo': 'ijo', 'biru': 'biru', 'pengirimannya': 'kirim', 'tentukan': 'tentu', 'batalkan': 'batal', 'daerah': 'daerah', 'jarak': 'jarak', 'sistemnya': 'sistem', 'cod': 'cod', 'penyimpanan': 'simpan', 'infokan': 'info', 'menunggu': 'tunggu', 'sia': 'sia', 'baiknya': 'baik', 'label': 'label', 'mendukung': 'dukung', 'terhubung': 'hubung', 'langsung': 'langsung', 'terkoneksi': 'koneksi', 'merk': 'merk', 'printer': 'printer', 'via': 'via', 'bluetooth': 'bluetooth', 'upload': 'upload', 'handphone': 'handphone', 'seller': 'seller', 'kesulitan': 'sulit', 'printernya': 'printernya', 'trauble': 'trauble', 'koin': 'koin', 'kadaluarsanya': 'kadaluarsanya', 'ngumpulin': 'ngumpulin', 'hilang': 'hilang', 'kadaluarsa': 'kadaluarsa', 'poko': 'poko', 'banned': 'banned', 'memesan': 'mes', 'aneh': 'aneh', 'pembelian': 'beli', 'pulsa': 'pulsa', 'batal': 'batal', 'nunggu': 'nunggu', 'jam': 'jam', 'salah': 'salah', 'niat': 'niat', 'menolong': 'tolong', 'ngisin': 'ngisin', 'ngisi': 'ngisi', 'kehapus': 'hapus', 'otomatis': 'otomatis', 'kau': 'kau', 'kirim': 'kirim', 'spaylatter': 'spaylatter', 'limitnya': 'limit', 'dibikin': 'bikin', 'minus': 'minus', 'chat': 'chat', 'memuaskan': 'muas', 'member': 'member', 'platinum': 'platinum', 'limit': 'limit', 'tmn': 'tmn', 'gold': 'gold', 'kredit': 'kredit', 'clear': 'clear', 'pinjam': 'pinjam', 'uninstall': 'uninstall', 'jual': 'jual', 'saran': 'saran', 'tombol': 'tombol', 'diterima': 'terima', 'dekatkan': 'dekat', 'status': 'status', 'rawan': 'rawan', 'kepencet': 'pencet', 'diperhatikan': 'perhati', 'berakibat': 'akibat', 'fatal': 'fatal', 'penerima': 'terima', 'terimakasih': 'terimakasih', 'mudahan': 'mudah', 'ramai': 'ramai', 'sepi': 'sepi', 'bembeli': 'bembeli', 'mempermudah': 'mudah', 'bertransaksi': 'transaksi', 'kedapan': 'kedap', 'josss': 'josss', 'promonya': 'promonya', 'menarik': 'tarik', 'up': 'up', 'transfer': 'transfer', 'rekening': 'rekening', 'biaya': 'biaya', 'overall': 'overall', 'bintang': 'bintang', 'dapet': 'dapet', 'hehehe': 'hehehe', 'halaman': 'halaman', 'check': 'check', 'dibenahi': 'benah', 'maksa': 'maksa', 'cod-an': 'cod-an', 'kayaknya': 'kayak', 'settingannya': 'settingannya', 'ngitung': 'ngitung', 'dipakein': 'dipakein', 'diubah': 'ubah', 'ubah': 'ubah', 'bintangnya': 'bintang', 'kerjasama': 'kerjasama', 'sistem': 'sistem', 'ekspedisi': 'ekspedisi', 'wilayah': 'wilayah', 'kab': 'kab', 'sintang': 'sintang', 'telat': 'telat', 'sndiri': 'sndiri', 'kantor': 'kantor', 'ngantri': 'ngantri', 'mengambil': 'ambil', 'paket': 'paket', 'katemu': 'kate', 'belom': 'bom', 'diblokir': 'blokir', 'alasan': 'alas', 'jelas': 'jelas', 'padahl': 'padahl', 'tarik': 'tarik', 'covid': 'covid', 'pulih': 'pulih', 'ngadu': 'ngadu', 'balesannya': 'balesannya', 'gitu': 'gitu', 'malas': 'malas', 'tim': 'tim', 'penagih': 'tagih', 'lo': 'lo', 'nelponin': 'nelponin', 'nomor': 'nomor', 'dicantumin': 'dicantumin', 'nelpon': 'nelpon', 'kerabat': 'kerabat', 'tercantum': 'cantum', 'gak pakek': 'gak pakek', 'gak jauh': 'gak jauh', 'pinjol': 'pinjol', 'tingkatin': 'tingkatin', 'penjualan': 'jual', 'maaf': 'maaf', 'spaylaternya': 'spaylaternya', 'metode pembayaran': 'metode bayar', 'aman': 'aman', 'kacau': 'kacau', 'batasi': 'batas', 'prnah': 'prnah', 'pmbayran': 'pmbayran', 'diskonnya': 'diskon', 'keren': 'keren', 'senang': 'senang', 'praktis': 'praktis', 'memudahkan': 'mudah', 'rumah': 'rumah', 'dilaporan': 'lapor', 'berhasil': 'hasil', 'pulsanya': 'pulsa', 'nomer': 'nomer', 'diisi': 'isi', 'refund': 'refund', 'internet': 'internet', 'kesetabilan': 'kesetabilan', 'alamat': 'alamat', 'menerima': 'terima', 'statusnya': 'status', 'selesai': 'selesai', 'alamatnya': 'alamat', 'masukin': 'masukin', 'km': 'km', 'parahnya': 'parah', 'bukti': 'bukti', 'gambar': 'gambar', 'hitam': 'hitam', 'live': 'live', 'agentnya': 'agentnya', 'disaranin': 'disaranin', 'ajukan': 'aju', 'milih': 'milih', 'nyampainya': 'nyampainya', 'besok': 'besok', 'mengecewakan': 'kecewa', 'center': 'center', 'diakses': 'akses', 'numpuk': 'numpuk', 'dikirim': 'kirim', 'kena': 'kena', 'pinalti': 'pinalti', 'masyarakat': 'masyarakat', 'produk': 'produk', 'sangat': 'sangat', 'agent': 'agent', 'disembunyikan': 'sembunyi', 'meninggalkan': 'tinggal', 'kepastian': 'pasti', 'terkait': 'kait', 'pelayanannya': 'layan', 'buruk': 'buruk', 'keterbatasan': 'batas', 'informasi': 'informasi', 'pelit': 'pelit', 'iklan': 'iklan', 'gede': 'gede', 'gedeean': 'gedeean', 'fasilitas': 'fasilitas', 'nyaman': 'nyaman', 'nuduh': 'nuduh', 'hacker': 'hacker', 'kaya': 'kaya', 'laku': 'laku', 'download': 'download', 'gunaain': 'gunaain', 'ketimbang': 'ketimbang', 'budget': 'budget', 'abis': 'abis', 'bayarin': 'bayarin', 'ba': 'ba', 'fasilitasnya': 'fasilitas', 'majuin': 'majuin', 'gedein': 'gedein', 'ribet': 'ribet', 'menyusahkan': 'susah', 'recomend': 'recomend', 'boros': 'boros', 'bro': 'bro', 'keranjang': 'keranjang', 'pembayaran': 'bayar', 'ampun': 'ampun', 'kecepatan': 'cepat', 'bgtt': 'bgtt', 'engga': 'engga', 'permudah': 'mudah', 'dana': 'dana', 'klaim': 'klaim', 'mencari': 'cari', 'kebutuhan': 'butuh', 'negeri': 'negeri', 'asik': 'asik', 'dibenarkan': 'benar', 'konsisten': 'konsisten', 'jaya': 'jaya', 'iklannya': 'iklan', 'mata': 'mata', 'kapok': 'kapok', 'jasa': 'jasa', 'gagal': 'gagal', 'gudang': 'gudang', 'kecamatan': 'camat', 'event': 'event', 'undang': 'undang', 'masak': 'masak', 'cari': 'cari', 'bermanfaat': 'manfaat', 'pengajuan': 'aju', 'aktivitas': 'aktivitas', 'nunggunya': 'nunggunya', 'memuas': 'muas', 'mengumpulkan': 'kumpul', 'menyulitkan': 'sulit', 'amanah': 'amanah', 'later': 'later', 'penguna': 'penguna', 'mendapatakan': 'mendapatakan', 'kesempatan': 'sempat', 'pembatalan': 'batal', 'kali': 'kali', 'sengaja': 'sengaja', 'narik': 'narik', 'dibeli': 'beli', 'mantul': 'mantul', 'kendala': 'kendala', 'lainya': 'lai', 'latter': 'latter', 'ntuk': 'ntuk', 'berlakunya': 'laku', 'ukuran': 'ukur', 'game': 'game', 'bukak': 'bukak', 'mencukupi': 'cukup', 'binggung': 'binggung', 'memenuhi': 'penuh', 'persyaratan': 'syarat', 'pelaut': 'laut', 'berpindah': 'pindah', 'transaksi': 'transaksi', 'dibilang': 'bilang', 'mencurigai': 'curiga', 'ditolak': 'tolak', 'dipersulit': 'sulit', 'rugi': 'rugi', 'kirain': 'kirain', 'bug': 'bug', 'permainan': 'main', 'anak': 'anak', 'khusus': 'khusus', 'baju': 'baju', 'aksesori': 'aksesori', 'cocok': 'cocok', 'cewe': 'cewe', 'tolak': 'tolak', 'melulu': 'melulu', 'dimana': 'mana', 'member gold': 'member gold', 'langgangan': 'langgang', 'play': 'play', 'disuruh': 'suruh', 'kenyataan': 'nyata', 'jatuh': 'jatuh', 'tempo': 'tempo', 'bilangnya': 'bilang', 'gak ada': 'gak ada', 'kelanjutan': 'lanjut', 'tanggung': 'tanggung', 'ditelpon': 'telpon', 'puluhan': 'puluh', 'lupa': 'lupa', 'cuman': 'cuman', 'pagi': 'pagi', 'meneror': 'teror', 'kekurangannya': 'kurang', 'display': 'display', 'kenyataannya': 'nyata', 'kualitas': 'kualitas', 'td': 'td', 'berkurang': 'kurang', 'pembayaranya': 'pembayaranya', 'penjelasannya': 'jelas', 'solusinya': 'solusi', 'buruan': 'buru', 'bekualitas': 'bekualitas', 'hidup': 'hidup', 'dukung': 'dukung', 'indonesia': 'indonesia', 'habis': 'habis', 'nilai': 'nilai', 'mengikuti': 'ikut', 'syarat': 'syarat', 'tanggapanya': 'tanggapanya', 'bingung': 'bingung', 'tingkatkan': 'tingkat', 'prioritas': 'prioritas', 'menyediakan': 'sedia', 'giliran': 'gilir', 'klik': 'klik', 'terang': 'terang', 'turunin': 'turunin', 'bertambah': 'tambah', 'nominalnya': 'nominal', 'lunasin': 'lunasin', 'lumayan': 'lumayan', 'ongkis': 'ongkis', 'menyenang': 'senang', 'pesan': 'pesan', 'gampangya': 'gampangya', 'ngebela': 'ngebela', 'dipilih': 'pilih', 'menyarankan': 'saran', 'email': 'email', 'ikuti': 'ikut', 'sarannya': 'saran', 'hasil': 'hasil', 'hebat': 'hebat', 'pedagang': 'dagang', 'blokir': 'blokir', 'baned': 'baned', 'resah': 'resah', 'pesen': 'sen', 'tv': 'tv', 'nonton': 'nonton', 'tayangan': 'tayang', 'olah': 'olah', 'raga': 'raga', 'leter': 'leter', 'terbuka': 'buka', 'gak jelas': 'gak jelas', 'ketagihan': 'tagih', 'lanjutkan': 'lanjut', 'aksi': 'aksi', 'mu': 'mu', 'racun': 'racun', 'bohong': 'bohong', 'tipu': 'tipu', 'berbayar': 'bayar', 'utama': 'utama', 'driver': 'driver', 'main': 'main', 'sepengetahuan': 'tahu', 'hak': 'hak', 'pemilik': 'milik', 'nerima': 'nerima', 'berwenang': 'wenang', 'bantu': 'bantu', 'berulang': 'ulang', 'ulang': 'ulang', 'muka': 'muka', 'wajah': 'wajah', 'tambahanya': 'tambahanya', 'drivernya': 'drivernya', 'kejadian': 'jadi', 'sasar': 'sasar', 'makanan': 'makan', 'mengarahkan': 'arah', 'nipu': 'nipu', 'dsini': 'dsini', 'tulisan': 'tulis', 'tertampil': 'tampil', 'dateng': 'dateng', 'tinggal': 'tinggal', 'duduk': 'duduk', 'manis': 'manis', 'kurir': 'kurir', 'job': 'job', 'simple': 'simple', 'penyimpanannya': 'simpan', 'express': 'express', 'ditentukan': 'tentu', 'jadwal': 'jadwal', 'marah': 'marah', 'buah': 'buah', 'keluhan': 'keluh', 'tokonya': 'toko', 'menampilkan': 'tampil', 'poto': 'poto', 'jangan': 'jangan', 'didownload': 'didownload', 'saldonya': 'saldo', 'situ': 'situ', 'nguras': 'nguras', 'user': 'user', 'web': 'web', 'service': 'service', 'moga': 'moga', 'cepet': 'cepet', 'playstore': 'playstore', 'telfonin': 'telfonin', 'tolongya': 'tolongya', 'komunikasi': 'komunikasi', 'mengganggu': 'ganggu', 'telfon': 'telfon', 'mengakses': 'akses', 'mendaftar': 'daftar', 'pemberitahuan': 'pemberitahuan', 'tertulis': 'tulis', 'dinonaktifkan': 'nonaktif', 'heran': 'heran', 'rekomended': 'rekomended', 'apapun': 'apa', 'discountnya': 'discountnya', 'dibanding': 'banding', 'kebutuhann': 'kebutuhann', 'affiliates': 'affiliates', 'kemahalan': 'mahal', 'terdekat': 'dekat', 'dihitung': 'hitung', 'hitung': 'hitung', 'melewati': 'lewat', 'estiminasi': 'estiminasi', 'pengembalian': 'kembali', 'atm': 'atm', 'staff': 'staff', 'ngomel': 'ngomel', 'lemotnya': 'lot', 'dewa': 'dewa', 'loading': 'loading', 'ngeblank': 'ngeblank', 'kurirnya': 'kurir', 'sopan': 'sopan', 'instan': 'instan', 'nyampe': 'nyampe', 'nemu': 'nemu', 'langganan': 'langgan', 'tersedia': 'sedia', 'jelasin': 'jelasin', 'sekaramg': 'sekaramg', 'pin': 'pin', 'sidik': 'sidik', 'jari': 'jari', 'merugikan': 'rugi', 'general': 'general', 'nakal': 'nakal', 'ditawarkan': 'tawar', 'berkomunikasi': 'komunikasi', 'mejadi': 'mejadi', 'terdepan': 'depan', 'sensi': 'sensi', 'official': 'official', 'komen': 'komen', 'laporin': 'laporin', 'situasi': 'situasi', 'pandemi': 'pandemi', 'awas': 'awas', 'menipu': 'tipu', 'pemenang': 'menang', 'even': 'even', 'ajak': 'ajak', 'temen': 'temen', 'curang': 'curang', 'buktix': 'buktix', 'jwaban': 'jwaban', 'penipu': 'tipu', 'enak': 'enak', 'film': 'film', 'santai': 'santai', 'elu': 'elu', 'happy': 'happy', 'shopping': 'shopping', 'cicilan': 'cicil', 'komplit': 'komplit', 'memaksa': 'paksa', 'meriah': 'riah', 'segeralah': 'segera', 'temui': 'temu', 'kenikmatannya': 'nikmat', 'terbantu': 'bantu', 'gamenya': 'gamenya', 'chasbacknya': 'chasbacknya', 'koinnya': 'koin', 'kyak': 'kyak', 'tindakan': 'tindak', 'deskripsi': 'deskripsi', 'berhenti': 'henti', 'geser': 'geser', 'kanan': 'kanan', 'kiri': 'kiri', 'kompetitor': 'kompetitor', 'smooth': 'smooth', 'kmren': 'kmren', 'buru': 'buru', 'cancel': 'cancel', 'gamesx': 'gamesx', 'instal': 'instal', 'cuci': 'cuci', 'maen': 'maen', 'upgrade': 'upgrade', 'nambah': 'nambah', 'tolonglah': 'tolong', 'terganggu': 'ganggu', 'kelomatan': 'kelomatan', 'serba': 'serba', 'menjalankan': 'jalan', 'ukm': 'ukm', 'ibu': 'ibu', 'diskonan': 'diskon', 'sejuta': 'juta', 'umat': 'umat', 'diupdate': 'diupdate', 'mentok': 'mentok', 'terinstal': 'terinstal', 'dibayar': 'bayar', 'nyicil': 'nyicil', 'kumpulin': 'kumpulin', 'rendahin': 'rendahin', 'dikit': 'dikit', 'bunganya': 'bunga', 'bilangin': 'bilangin', 'akurasi': 'akurasi', 'terpenuhi': 'penuh', 'berkualitas': 'kualitas', 'mengecek': 'ecek', 'notif': 'notif', 'muncul': 'muncul', 'sinyal': 'sinyal', 'modus': 'modus', 'palsu': 'palsu', 'ketentuan': 'tentu', 'pokonya': 'poko', 'belanjan': 'belanjan', 'diaplikasi': 'aplikasi', 'produknya': 'produk', 'kenal': 'kenal', 'berbelaja': 'baja', 'proses': 'proses', 'pencarian': 'cari', 'koreksi': 'koreksi', 'lapak': 'lapak', 'penipuan': 'tipu', 'karyawannya': 'karyawannya', 'benahin': 'benahin', 'rincian': 'rincian', 'pengambilan': 'ambil', 'bulanan': 'bulan', 'suku': 'suku', 'bunga': 'bunga', 'akulaku': 'akulaku', 'murahan': 'murah', 'point': 'point', 'pencuri': 'curi', 'penutupan': 'tutup', 'permanen': 'permanen', 'berjalan': 'jalan', 'harap': 'harap', 'dijadikan': 'jadi', 'perhatian': 'perhati', 'pencairan': 'cair', 'minjam': 'minjam', 'seminggu': 'minggu', 'lajada': 'lajada', 'mengajukan': 'aju', 'bacaan': 'baca', 'sibuk': 'sibuk', 'versi': 'versi', 'keuntungan': 'untung', 'pajak': 'pajak', 'nama': 'nama', 'aktifasi': 'aktifasi', 'voucer': 'voucer', 'telpon': 'telpon', 'ilang': 'ilang', 'jujur': 'jujur', 'berharap': 'harap', 'mb': 'mb', 'takut': 'takut', 'memori': 'memori', 'sambai': 'samba', 'sulit': 'sulit', 'packingnya': 'packingnya', 'kemarin': 'kemarin', 'balesnya': 'balesnya', 'ujung': 'ujung', 'ujungnya': 'ujung', 'kmrn': 'kmrn', 'konfirm': 'konfirm', 'recomended': 'recomended', 'onlen': 'onlen', 'sblh': 'sblh', 'nyampenya': 'nyampenya', 'lamaaa': 'lamaaa', 'godjoob': 'godjoob', 'andini': 'andini', 'mengeluhkan': 'keluh', 'pengantaran': 'antar', 'paketnya': 'paket', 'diantar': 'antar', 'nanya': 'nanya', 'percepat': 'cepat', 'pesananya': 'sana', 'dipakai': 'pakai', 'pinjaman': 'pinjam', 'dirumah': 'rumah', 'shpee': 'shpee', 'lazada': 'lazada', 'dibatalkan': 'batal', 'pabriknya': 'pabrik', 'maksudnya': 'maksud', 'dikemas': 'kemas', 'ngasih': 'ngasih', 'ulasan': 'ulas', 'mendarat': 'darat', 'laporan': 'lapor', 'berlangganan': 'langgan', 'melayani': 'layan', 'aktivasi': 'aktivasi', 'daftar': 'daftar', 'berkali': 'kali', 'ter': 'ter', 'pokok': 'pokok', 'hobi': 'hobi', 'mageran': 'mageran', 'usulan': 'usul', 'balikin': 'balikin', 'jne': 'jne', 'fiturnya': 'fiturnya', 'reguler': 'reguler', 'gatau': 'gatau', 'antaraja': 'antaraja', 'rating': 'rating', 'diplaystore': 'diplaystore', 'dihapus': 'hapus', 'banyakkan': 'banyak', 'tambahkan': 'tambah', 'laris': 'laris', 'kondisi': 'kondisi', 'menurun': 'turun', 'penghasilan': 'hasil', 'jahat': 'jahat', 'sabar': 'sabar', 'kecantol': 'kecantol', 'akibat': 'akibat', 'dipermudah': 'mudah', 'bank': 'bank', 'ktp': 'ktp', 'harapkan': 'harap', 'pengalaman': 'alam', 'bebas': 'bebas', 'jawa': 'jawa', 'emailkan': 'email', 'pajangan': 'pajang', 'beratnya': 'berat', 'paketan': 'paket', 'makinngelag': 'makinngelag', 'orange': 'orange', 'favorite': 'favorite', 'yaaa': 'yaaa', 'belii': 'beli', 'unlimited': 'unlimited', 'padahallll': 'padahallll', 'uangnya': 'uang', 'udahhhh': 'udahhhh', 'potong': 'potong', 'bingunggggg': 'bingunggggg', 'punyaaa': 'punyaaa', 'paketannn': 'paketannn', 'uangg': 'uangg', 'buattt': 'buattt', 'belajar': 'ajar', 'penanganan': 'tangan', 'biayanya': 'biaya', 'metode': 'metode', 'bln': 'bln', 'jiwa': 'jiwa', 'banjir': 'banjir', 'kenaikan': 'naik', 'munculnya': 'muncul', 'apinjam': 'apinjam', 'ceckout': 'ceckout', 'warning': 'warning', 'terkena': 'kena', 'opsi': 'opsi', 'kebanyakan': 'banyak', 'gapernah': 'gapernah', 'lunas': 'lunas', 'cicilannya': 'cicil', 'dibatasi': 'batas', 'jangkauan': 'jangkau', 'ditagihan': 'tagih', 'indomart': 'indomart', 'memburuk': 'buruk', 'auto': 'auto', 'harapan': 'harap', 'masukan': 'masuk', 'sertakan': 'serta', 'disetiap': 'tiap', 'posisi': 'posisi', 'menghubungi': 'hubung', 'disaat': 'saat', 'dituju': 'tuju', 'sekian': 'sekian', 'kecanduan': 'candu', 'nyoba': 'nyoba', 'terbukti': 'bukti', 'pertahankan': 'tahan', 'ruang': 'ruang', 'kosong': 'kosong', 'tertahan': 'tahan', 'system': 'system', 'pilihannya': 'pilih', 'ongkos': 'ongkos', 'cashback': 'cashback', 'pertahanan': 'tahan', 'peformamu': 'forma', 'cashbacknya': 'cashbacknya', 'kutunggu': 'tunggu', 'terpecaya': 'terpecaya', 'adax': 'adax', 'mall': 'mall', 'bandung': 'bandung', 'jaraknya': 'jarak', 'sejam': 'jam', 'bekasi': 'bekas', 'servicenya': 'servicenya', 'solusi': 'solusi', 'mualai': 'mualai', 'pngalaman': 'pngalaman', 'ckup': 'ckup', 'diarahkan': 'arah', 'akal': 'akal', 'total': 'total', 'sbelum': 'sbelum', 'trakhir': 'trakhir', 'aturannya': 'atur', 'alasannya': 'alas', 'expedisi': 'expedisi', 'jnt': 'jnt', 'area': 'area', 'sulawesi': 'sulawesi', 'selatan': 'selatan', 'makassar': 'makassar', 'kereteria': 'kereteria', 'giman': 'gim', 'ajujukan': 'ajujukan', 'acc': 'acc', 'listrik': 'listrik', 'telepon': 'telepon', 'panas': 'panas', 'panasan': 'panas', 'shooping': 'shooping', 'commerce': 'commerce', 'tanam': 'tanam', 'free ongkir': 'free ongkir', 'freeong': 'freeong', 'diatas': 'atas', 'dkt': 'dkt', 'salah kirim': 'salah kirim', 'mihak': 'mihak', 'buyer': 'buyer', 'mendingan': 'mending', 'lebih': 'lebih', 'boongnya': 'boongnya', 'hri': 'hri', 'akunya': 'aku', 'brp': 'brp', 'ntr': 'ntr', 'iya': 'iya', 'tokopedia': 'tokopedia', 'kepuasan': 'puas', 'dicontoh': 'contoh', 'sehat': 'sehat', 'kedepan': 'depan', 'mumudahkan': 'mumudahkan', 'jalan': 'jalan', 'tampilan': 'tampil', 'foto': 'foto', 'tanaman': 'tanam', 'dideteksi': 'deteksi', 'seleksi': 'seleksi', 'keaslian': 'asli', 'duanya': 'dua', 'bonusnya': 'bonus', 'downlod': 'downlod', 'menghibur': 'hibur', 'banya': 'banya', 'penawaran': 'tawar', 'membetulkannya': 'betul', 'bantuanya': 'bantuanya', 'tulisannya': 'tulis', 'gimane': 'gimane', 'dipake': 'dipake', 'gajelas': 'gajelas', 'chek': 'chek', 'belanjanya': 'belanja', 'pembaharuannya': 'baharu', 'games': 'games', 'pemilihan': 'pilih', 'pikirkanlah': 'pikir', 'kalahlah': 'kalah', 'dilayani': 'layan', 'variasi': 'variasi', 'berbeda': 'beda', 'agen': 'agen', 'ngawur': 'ngawur', 'dapetin': 'dapetin', 'sblum': 'sblum', 'prasaan': 'prasaan', 'pkek': 'pkek', 'kesal': 'kesal', 'dikasi': 'kasi', 'keamanan': 'aman', 'ngatasinnya': 'ngatasinnya', 'topup': 'topup', 'bntu': 'bntu', 'jawabb': 'jawabb', 'belaja': 'baja', 'tunggu': 'tunggu', 'mengantar': 'antar', 'seringkali': 'seringkali', 'mengirim': 'kirim', 'super': 'super', 'ditambah': 'tambah', 'diapa': 'apa', 'lsg': 'lsg', 'mati': 'mati', 'kyk': 'kyk', 'tokped': 'tokped', 'blibli': 'blibli', 'gabikin': 'gabikin', 'dirusak': 'rusak', 'coba': 'coba', 'benahi': 'benah', 'responsif': 'responsif', 'tambahin': 'tambahin', 'mendengarkan': 'dengar', 'claim': 'claim', 'rebutan': 'rebut', 'nyusahin': 'nyusahin', 'nungguin': 'nungguin', 'server': 'server', 'memudah': 'mudah', 'macet': 'macet', 'jadul': 'jadul', 'bukalapak': 'bukalapak', 'pitur': 'pitur', 'unit': 'unit', 'tulis': 'tulis', 'seru': 'seru', 'banyk': 'banyk', 'besaran': 'besar', 'emang': 'emang', 'dompet': 'dompet', 'kering': 'kering', 'love': 'love', 'ngapain': 'ngapain', 'akunnya': 'akun', 'adlh': 'adlh', 'pusat': 'pusat', 'sgra': 'sgra', 'nge': 'nge', 'apliksi': 'apliksi', 'develover': 'develover', 'umkm': 'umkm', 'bantuan': 'bantu', 'kesel': 'kesel', 'kode': 'kode', 'angka': 'angka', 'teks': 'teks', 'besar': 'besar', 'kliatan': 'kliatan', 'bkin': 'bkin', 'posting': 'posting', 'tsb': 'tsb', 'dimudahin': 'dimudahin', 'seting': 'ting', 'emoney': 'emoney', 'lapor': 'lapor', 'pending': 'pending', 'urgent': 'urgent', 'menu': 'menu', 'nilep': 'nilep', 'revisi': 'revisi', 'tarikan': 'tari', 'kuota': 'kuota', 'gila': 'gila', 'hati': 'hati', 'banyakin': 'banyakin', 'peminatnya': 'minat', 'lihat': 'lihat', 'diupgrade': 'diupgrade', 'pastikan': 'pasti', 'tsel': 'tsel', 'jangkauannya': 'jangkau', 'nglahin': 'nglahin', 'keong': 'keong', 'ngeliat': 'ngeliat', 'ngabisin': 'ngabisin', 'benerin': 'benerin', 'perhatiin': 'perhatiin', 'stok': 'stok', 'penyebabnya': 'sebab', 'mager': 'mager', 'diluar': 'luar', 'kesabaran': 'sabar', 'ekstra': 'ekstra', 'sekedar': 'dar', 'berbagi': 'bagi', 'kawan': 'kawan', 'dananya': 'dana', 'berbelit': 'belit', 'nomimal': 'nomimal', 'ikhlaskan': 'ikhlas', 'bekuin': 'bekuin', 'pemula': 'mula', 'mmbntu': 'mmbntu', 'wajib': 'wajib', 'kepo': 'kepo', 'iklanya': 'iklanya', 'nyebelin': 'nyebelin', 'website': 'website', 'normal': 'normal', 'direct': 'direct', 'chasback': 'chasback', 'habisan': 'habis', 'sinj': 'sinj', 'anjirt': 'anjirt', 'penuh': 'penuh', 'dedikasi': 'dedikasi', 'customernya': 'customernya', 'pelapaknya': 'lapak', 'non': 'non', 'suspen': 'suspen', 'merusak': 'rusak', 'kepercayaan': 'percaya', 'pgn': 'pgn', 'direkomendasikan': 'rekomendasi', 'recommend': 'recommend', 'ditemukan': 'temu', 'ditoko': 'toko', 'manusia': 'manusia', 'bumi': 'bumi', 'meragukan': 'ragu', 'lucu': 'lucu', 'setia': 'setia', 'codnya': 'codnya', 'diperbanyak': 'banyak', 'etalase': 'etalase', 'kompetitif': 'kompetitif', 'pokoke': 'pokoke', 'tergantung': 'gantung', 'jamin': 'jamin', 'ditangani': 'tangan', 'puasss': 'puasss', 'perlindungan': 'lindung', 'pasca': 'pasca', 'garansi': 'garansi', 'jaminan': 'jamin', 'aplks': 'aplks', 'luv': 'luv', 'kakak': 'kakak', 'mimim': 'mimim', 'registrasi': 'registrasi', 'tinggalkan': 'tinggal', 'hmmmm': 'hmmmm', 'kasian': 'kasi', 'gadget': 'gadget', 'ramnya': 'ram', 'pasan': 'pas', 'palah': 'palah', 'unistal': 'unistal', 'terusan': 'terus', 'seruni': 'seruni', 'mistery': 'mistery', 'feedbacknya': 'feedbacknya', 'komentarnya': 'komentar', 'disembunyiin': 'disembunyiin', 'anonim': 'anonim', 'didaerah': 'daerah', 'ditindaklanjuti': 'ditindaklanjuti', 'bentuk': 'bentuk', 'kecurangan': 'curang', 'pembodohan': 'bodoh', 'mytelkomsel': 'mytelkomsel', 'terbaca': 'baca', 'timeline': 'timeline', 'isinya': 'isi', 'menang': 'menang', 'undian': 'undi', 'ditindak': 'tindak', 'diatur': 'atur', 'sejenisnya': 'jenis', 'mengalami': 'alami', 'nex': 'nex', 'parabola': 'parabola', 'kesbec': 'kesbec', 'pinjeman': 'pinjeman', 'tunai': 'tunai', 'gal': 'gal', 'perna': 'perna', 'ttp': 'ttp', 'benarkan': 'benar', 'gunankan': 'gunankan', 'fungsi': 'fungsi', 'fotong': 'fotong', 'sepenuh': 'sepenuh', 'datangnya': 'datang', 'rekomendasi': 'rekomendasi', 'standard': 'standard', 'memakai': 'pakai', 'diapus': 'diapus', 'pintar': 'pintar', 'dinaikin': 'dinaikin', 'ntar': 'ntar', 'perubahan': 'ubah', 'jaringannya': 'jaring', 'gtau': 'gtau', 'daftarin': 'daftarin', 'program': 'program', 'maaih': 'maaih', 'etmasii': 'etmasii', 'mstinya': 'mstinya', 'pkai': 'pkai', 'ssmpai': 'ssmpai', 'pling': 'pling', 'tolol': 'tolol', 'dooleo': 'dooleo', 'banting': 'banting', 'omset': 'omset', 'meningkat': 'tingkat', 'yuk': 'yuk', 'perlengkapan': 'lengkap', 'fashion': 'fashion', 'pria': 'pria', 'wanita': 'wanita', 'orginal': 'orginal', 'mengisi': 'isi', 'trutama': 'trutama', 'penerimaan': 'terima', 'onkir': 'onkir', 'butuhkan': 'butuh', 'urus': 'urus', 'dibalikin': 'dibalikin', 'blg': 'blg', 'mesinnya': 'mesin', 'tnp': 'tnp', 'beralih': 'alih', 'dipesan': 'pes', 'menghubungkan': 'hubung', 'pengembang': 'kembang', 'favorit': 'favorit', 'kolom': 'kolom', 'searching': 'searching', 'scroll': 'scroll', 'ditandai': 'tanda', 'thq': 'thq', 'scan': 'scan', 'qr': 'qr', 'masyaallah': 'masyaallah', 'kembangkan': 'kembang', 'ngebug': 'ngebug', 'membayar': 'bayar', 'gbsa': 'gbsa', 'dipencet': 'pencet', 'vocernya': 'vocernya', 'lacak': 'lacak', 'bela': 'bela', 'ja': 'ja', 'aktifin': 'aktifin', 'melupakan': 'lupa', 'menjadikanmu': 'jadi', 'bayi': 'bayi', 'berlari': 'lari', 'merangkak': 'rangkak', 'langkah': 'langkah', 'pertamanya': 'pertama', 'kencang': 'kencang', 'melangkah': 'lang', 'pelan': 'pelan', 'alhmdllh': 'alhmdllh', 'bagusss': 'bagusss', 'janji': 'janji', 'plsa': 'plsa', 'token': 'token', 'subsidi': 'subsidi', 'berubah': 'ubah', 'atministrasi': 'atministrasi', 'menyesuaikan': 'sesuai', 'kemampuan': 'mampu', 'rekomendet': 'rekomendet', 'sooy': 'sooy', 'amazing': 'amazing', 'saldong': 'saldong', 'bersahabat': 'sahabat', 'jajarannya': 'jajar', 'rahmat': 'rahmat', 'hidayah': 'hidayah', 'allah': 'allah', 'swt': 'swt', 'tampilannya': 'tampil', 'layar': 'layar', 'putih': 'putih', 'chekout': 'chekout', 'copot': 'copot', 'ajalah': 'aja', 'belibet': 'belibet', 'tampa': 'tampa', 'dalm': 'dalm', 'faforit': 'faforit', 'peckingan': 'peckingan', 'rapih': 'rapih', 'jituu': 'jituu', 'superr': 'superr', 'cepatttt': 'cepatttt', 'sokan': 'sok', 'sndr': 'sndr', 'pngrimanya': 'pngrimanya', 'emosi': 'emosi', 'provinsi': 'provinsi', 'biasany': 'biasany', 'sampwk': 'sampwk', 'hadiah': 'hadiah', 'bonus': 'bonus', 'semangat': 'semangat', 'pengirimnya': 'kirim', 'pengrim': 'rim', 'recomen': 'recomen', 'blim': 'blim', 'nyobain': 'nyobain', 'bessssss': 'bessssss', 'inii': 'ini', 'hihi': 'hihi', 'jaket': 'jaket', 'syaa': 'syaa', 'beruntung': 'untung', 'berterima': 'terima', 'kedapa': 'dapa', 'baca': 'baca', 'pekerjaan': 'kerja', 'toplah': 'top', 'trims': 'trims', 'diperketat': 'ketat', 'evaluasi': 'evaluasi', 'berkala': 'kala', 'google': 'google', 'kodenya': 'kode', 'dtng': 'dtng', 'dtngnya': 'dtngnya', 'pp': 'pp', 'pnting': 'pnting', 'rekomen': 'rekomen', 'mennjadikan': 'mennjadikan', 'mmpermudah': 'mmpermudah', 'memiliki': 'milik', 'okey': 'okey', 'turun': 'turun', 'tindka': 'tindka', 'lanjutin': 'lanjutin', 'berpuluh': 'puluh', 'ratus': 'ratus', 'sandang': 'sandang', 'papan': 'papan', 'pangan': 'pangan', 'shopeefay': 'shopeefay', 'alami': 'alami', 'tlah': 'tlah', 'membaik': 'baik', 'checkout': 'checkout', 'kepake': 'kepake', 'keperluan': 'perlu', 'belinya': 'beli', 'lope': 'lope', 'pull': 'pull', 'flash': 'flash', 'sale': 'sale', 'harganya': 'harga', 'anjg': 'anjg', 'buatan': 'buat', 'mutar': 'mutar', 'muter': 'muter', 'brantem': 'brantem', 'usahakan': 'usaha', 'ringan': 'ringan', 'selesainkan': 'selesainkan', 'misi': 'misi', 'harian': 'hari', 'tetes': 'tetes', 'air': 'air', 'progress': 'progress', 'penambahan': 'tambah', 'jualan': 'jual', 'diem': 'diem', 'fiksi': 'fiksi', 'pepet': 'pepet', 'penyelsaian': 'penyelsaian', 'dialihkan': 'alih', 'hancur': 'hancur', 'pecah': 'pecah', 'rugikan': 'rugi', 'memo': 'memo', 'pnuh': 'pnuh', 'mluu': 'mluu', 'masi': 'mas', 'markotop': 'markotop', 'bekukin': 'bekukin', 'money': 'money', 'pengisian': 'isi', 'ketipu': 'tipu', 'yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy': 'yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy', 'yyyyyyyyyyyyy': 'yyyyyyyyyyyyy', 'hutang': 'hutang', 'ngepres': 'ngepres', 'diklaim': 'klaim', 'barangny': 'barangny', 'ekspektasi': 'ekspektasi', 'melebihi': 'lebih', 'batas': 'batas', 'memperkenalkan': 'kenal', 'report': 'report', 'tercinta': 'cinta', 'perwakilan': 'wakil', 'aspirasi': 'aspirasi', 'layanan': 'layan', 'xtra': 'xtra', 'tlng': 'tlng', 'dikurangin': 'rangin', 'murce': 'murce', 'dipotong': 'potong', 'cinta': 'cinta', 'lemotttttt': 'lemotttttt', 'buset': 'buset', 'kudu': 'kudu', 'cache': 'cache', 'fyi': 'fyi', 'terbaru': 'baru', 'tertera': 'tera', 'konek': 'konek', 'bae': 'bae', 'berwajib': 'wajib', 'tertipu': 'tipu', 'sdah': 'sdah', 'checkoug': 'checkoug', 'alahsl': 'alahsl', 'malpor': 'malpor', 'dblkir': 'dblkir', 'lepas': 'lepas', 'tangan': 'tangan', 'tanggang': 'tanggang', 'jawan': 'jawan', 'menindak': 'tindak', 'lanjtin': 'lanjtin', 'orangnya': 'orang', 'mengmblikan': 'mengmblikan', 'makash': 'makash', 'memilah': 'mem', 'milah': 'mi', 'membaca': 'baca', 'dijual': 'jual', 'hpnya': 'hpnya', 'spek': 'spek', 'ngiklan': 'ngiklan', 'ekpektasi': 'ekpektasi', 'kargo': 'kargo', 'ajg': 'ajg', 'casback': 'casback', 'lawas': 'lawas', 'yapi': 'yapi', 'tlong': 'tlong', 'simpel': 'simpel', 'kampung': 'kampung', 'sda': 'sda', 'gugel': 'gugel', 'maklumlah': 'maklum', 'celana': 'celana', 'responsip': 'responsip', 'terpaksa': 'paksa', 'gesit': 'gesit', 'digimaniin': 'digimaniin', 'komentar': 'komentar', 'gejlanya': 'gejlanya', 'kouta': 'kouta', 'pancar': 'pancar', 'semuaa': 'semuaa', 'darah': 'darah', 'tinggii': 'tinggi', 'kadg': 'kadg', 'aduhh': 'aduhh', 'terlanjur': 'lanjur', 'sedia': 'sedia', 'jwab': 'jwab', 'mrugian': 'mrugian', 'spenuhnya': 'spenuhnya', 'mreka': 'mreka', 'rubah': 'rubah', 'efisien': 'efisien', 'dimaklumi': 'maklum', 'ongkirny': 'ongkirny', 'permasalahan': 'masalah', 'satuny': 'satuny', 'ecommerce': 'ecommerce', 'terburuk': 'buruk', 'diambil': 'ambil', 'sungguh': 'sungguh', 'sempet': 'sempet', 'ud': 'ud', 'tawarkan': 'tawar', 'alhamdulilah': 'alhamdulilah', 'orderin': 'orderin', 'penyedia': 'sedia', 'kewajibannya': 'wajib', 'keterangan': 'terang', 'terpakai': 'pakai', 'wkwkwkwkwk': 'wkwkwkwkwk', 'pengemasan': 'emas', 'tingkatan': 'tingkat', 'nyampek': 'nyampek', 'minjem': 'minjem', 'itupun': 'itu', 'molornya': 'molor', 'jutaan': 'juta', 'berbulan': 'bulan', 'melarikan': 'lari', 'penggunaan': 'guna', 'musti': 'musti', 'updet': 'updet', 'membuka': 'buka', 'link': 'link', 'ketidak': 'tidak', 'nyamanan': 'nyaman', 'tsbt': 'tsbt', 'tah': 'tah', 'ceman': 'ceman', 'bedah': 'bedah', 'tokoh': 'tokoh', 'pergi': 'pergi', 'termurah': 'murah', 'nyari': 'nyari', 'dis': 'dis', 'tlp': 'tlp', 'memperbarui': 'baru', 'kecewain': 'kecewain', 'diselesaikan': 'selesai', 'teruskan': 'terus', 'silver': 'silver', 'item': 'item', 'bantuannya': 'bantu', 'melunasi': 'lunas', 'scen': 'scen', 'menscen': 'menscen', 'peraturannya': 'atur', 'pasword': 'pasword', 'adoh': 'adoh', 'tindak': 'tindak', 'abal': 'abal', 'tawarin': 'tawarin', 'arahin': 'arahin', 'membatal': 'batal', 'mengarah': 'arah', 'spopeepay': 'spopeepay', 'kliem': 'kliem', 'mantan': 'mantan', 'jabodetabek': 'jabodetabek', 'sebulan': 'bulan', 'menbuat': 'menbuat', 'muda': 'muda', 'sagat': 'sagat', 'lansung': 'lansung', 'dikasih': 'kasih', 'miring': 'miring', 'gan': 'gan', 'huaaa': 'huaaa', 'thankyou': 'thankyou', 'succes': 'succes', 'dunia': 'dunia', 'sempurna': 'sempurna', 'keep': 'keep', 'smile': 'smile', 'suspend': 'suspend', 'terbaek': 'terbaek', 'bat': 'bat', 'bervariasi': 'variasi', 'sesui': 'sesui', 'diadain': 'diadain', 'persen': 'persen', 'spylatter': 'spylatter', 'sbnrnya': 'sbnrnya', 'lagging': 'lagging', 'lho': 'lho', 'ibuku': 'ibu', 'belajarnya': 'ajar', 'tambahan': 'tambah', 'bunus': 'bunus', 'dpakek': 'dpakek', 'lapar': 'lapar', 'restoran': 'restoran', 'deket': 'deket', 'nyangkutnya': 'nyangkutnya', 'malh': 'malh', 'tahan': 'tahan', 'penanganannya': 'tangan', 'telponin': 'telponin', 'amit': 'amit', 'focer': 'focer', 'gtratis': 'gtratis', 'hoodie': 'hoodie', 'focernya': 'focernya', 'nyasar': 'nyasar', 'pesanannya': 'pesan', 'tangung': 'tangung', 'pesannya': 'pesan', 'leletnya': 'lelet', 'thanks': 'thanks', 'streaming': 'streaming', 'siaran': 'siar', 'negri': 'negri', 'so': 'so', 'spylater': 'spylater', 'taat': 'taat', 'kebnyakan': 'kebnyakan', 'date': 'date', 'tenar': 'tenar', 'hidjrah': 'hidjrah', 'juta': 'juta', 'msuk': 'msuk', 'shopeepahnya': 'shopeepahnya', 'dsuruh': 'dsuruh', 'bsoknya': 'bsoknya', 'sruh': 'sruh', 'tggu': 'tggu', 'diapain': 'diapain', 'nii': 'nii', 'baut': 'baut', 'probolt': 'probolt', 'kirimnya': 'kirim', 'nanget': 'nanget', 'janjinya': 'janji', 'kaka': 'kaka', 'gnti': 'gnti', 'dterima': 'dterima', 'dlihat': 'dlihat', 'nyangka': 'nyangka', 'enaknya': 'enak', 'menyentuh': 'sentuh', 'resto': 'resto', 'lrn': 'lrn', 'pemiliknya': 'milik', 'lokasi': 'lokasi', 'emg': 'emg', 'kecuali': 'kecuali', 'sehari': 'hari', 'mereview': 'mereview', 'apps': 'apps', 'konyol': 'konyol', 'ngutang': 'ngutang', 'vouchernya': 'vouchernya', 'kmrin': 'kmrin', 'merakyat': 'rakyat', 'bestiee': 'bestiee', 'ngerti': 'ngerti', 'ngerasa': 'ngerasa', 'provider': 'provider', 'dahlah': 'dah', 'satunya': 'satu', 'mencurigakan': 'curiga', 'akunku': 'akun', 'bedain': 'bedain', 'transferin': 'transferin', 'saldoku': 'saldo', 'padhal': 'padhal', 'gmail': 'gmail', 'pengirim': 'kirim', 'foodnya': 'foodnya', 'bangetttt': 'bangetttt', 'aktifkn': 'aktifkn', 'pecahkn': 'pecahkn', 'telur': 'telur', 'perkembangan': 'kembang', 'zaman': 'zaman', 'teknologi': 'teknologi', 'pemanfaatannya': 'manfaat', 'terpenting': 'penting', 'menghormati': 'hormat', 'menghargai': 'harga', 'kentang': 'kentang', 'semalam': 'malam', 'paginya': 'pagi', 'ditinjau': 'tinjau', 'semogga': 'semogga', 'hay': 'hay', 'miin': 'miin', 'aktf': 'aktf', 'mbbps': 'mbbps', 'meleleeet': 'meleleeet', 'sip': 'sip', 'orkirnya': 'orkirnya', 'apikasi': 'apikasi', 'duh': 'duh', 'spaylatternya': 'spaylatternya', 'diindonesia': 'indonesia', 'gratisnya': 'gratis', 'sebenernya': 'sebenernya', 'macett': 'macett', 'kenapaa': 'kenapaa', 'menemukan': 'temu', 'gaji': 'gaji', 'video': 'video', 'youtub': 'youtub', 'lncar': 'lncar', 'tok': 'tok', 'browsing': 'browsing', 'koneksi': 'koneksi', 'bisaaa': 'bisaaa', 'terimakasihh': 'terimakasihh', 'ikon': 'ikon', 'logo': 'logo', 'dipojok': 'pojok', 'digedein': 'digedein', 'pokoe': 'pokoe', 'sipplah': 'sipplah', 'dipertingkatkan': 'tingkat', 'upgred': 'upgred', 'hleepp': 'hleepp', 'me': 'me', 'ampunnn': 'ampunnn', 'nyaaaaaaaaaaaaa': 'nyaaaaaaaaaaaaa', 'leleeedddddd': 'leleeedddddd', 'delivery': 'delivery', 'time': 'time', 'engk': 'engk', 'upadate': 'upadate', 'secepatnya': 'cepat', 'pusing': 'pusing', 'mahall': 'mahall', 'jugaa': 'jugaa', 'murahin': 'murahin', 'global': 'global', 'meringkankan': 'meringkankan', 'kantong': 'kantong', 'enjual': 'enjual', 'batalin': 'batalin', 'sohpee': 'sohpee', 'lagih': 'lagih', 'pandemic': 'pandemic', 'keterangannya': 'terang', 'memprosesnya': 'proses', 'cicil': 'cicil', 'cash': 'cash', 'lngsng': 'lngsng', 'trimksih': 'trimksih', 'untungnya': 'untung', 'saldony': 'saldony', 'lebihkan': 'lebih', 'selisih': 'selisih', 'lemott': 'lemott', 'teliti': 'teliti', 'beraktivitas': 'aktivitas', 'kerumunan': 'kerumun', 'nyangkut': 'nyangkut', 'jngn': 'jngn', 'membunuh': 'bunuh', 'parahhh': 'parahhh', 'adminnya': 'adminnya', 'duhh': 'duhh', 'stressss': 'stressss', 'buntung': 'buntung', 'guedee': 'guedee', 'tiktokshop': 'tiktokshop', 'ramean': 'ramean', 'tiktok': 'tiktok', 'gaada': 'gaada', 'muterr': 'muterr', 'teruuss': 'teruuss', 'fix': 'fix', 'stop': 'stop', 'mengubah': 'ubah', 'persatu': 'satu', 'edit': 'edit', 'masal': 'masal', 'beneran': 'beneran', 'gilirang': 'gilirang', 'ngaktifin': 'ngaktifin', 'pengen': 'ken', 'gajian': 'gaji', 'al': 'al', 'emng': 'emng', 'discaon': 'discaon', 'hargapun': 'harga', 'doolprez': 'doolprez', 'voucerh': 'voucerh', 'belanjah': 'belanjah', 'dishope': 'dishope', 'aps': 'aps', 'diilangi': 'diilangi', 'asuransi': 'asuransi', 'memperbaiki': 'baik', 'kerjaan': 'kerja', 'membership': 'membership', 'shooppe': 'shooppe', 'intim': 'intim', 'wow': 'wow', 'dimenangin': 'dimenangin', 'sellernya': 'sellernya', 'sepatu': 'sepatu', 'dptnya': 'dptnya', 'sol': 'sol', 'bawahnya': 'bawah', 'jahitan': 'jahit', 'body': 'body', 'sepatunya': 'sepatu', 'disangka': 'sangka', 'odgj': 'odgj', 'dimenangkan': 'menang', 'hapusnya': 'hapus', 'kk': 'kk', 'balita': 'balita', 'mengatasnamakan': 'mengatasnamakan', 'dicairkan': 'cair', 'bekukan': 'beku', 'melaporkan': 'lapor', 'enakan': 'enak', 'tiduran': 'tidur', 'belanjaan': 'belanja', 'kkenapa': 'kkenapa', 'terosss': 'terosss', 'dasar': 'dasar', 'gercep': 'gercep', 'trimaksih': 'trimaksih', 'semuax': 'semuax', 'siiiiiiiiiiiiiiiiiiiiiiiiiippppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppp': 'siiiiiiiiiiiiiiiiiiiiiiiiiippppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppppp', 'anjng': 'anjng', 'yatim': 'yatim', 'call': 'call', 'karate': 'karate', 'kumite': 'mite', 'arawaza': 'arawaza', 'perputaran': 'putar', 'senengnya': 'neng', 'lunasn': 'lunasn', 'spinjem': 'spinjem', 'pnjm': 'pnjm', 'family': 'family', 'manapun': 'mana', 'pcer': 'pcer', 'ilkannya': 'ilkannya', 'hoaks': 'hoaks', 'sdikit': 'sdikit', 'riwayat': 'riwayat', 'penghapusan': 'hapus', 'donkk': 'donkk', 'kinerja': 'kerja', 'ongkirnyq': 'ongkirnyq', 'murni': 'murni', 'brgnya': 'brgnya', 'penggunanya': 'guna', 'dropship': 'dropship', 'merubah': 'rubah', 'gni': 'gni', 'mnding': 'mnding', 'realpick': 'realpick', 'responnya': 'responnya', 'kesekian': 'sekian', 'yaudah': 'yaudah', 'waras': 'waras', 'katagori': 'katagori', 'smok': 'smok', 'nord': 'nord', 'palahan': 'palahan', 'perbaikin': 'perbaikin', 'dihati': 'hati', 'peribadi': 'peribadi', 'tetaplah': 'tetap', 'pocer': 'pocer', 'melesat': 'lesat', 'dna': 'dna', 'nonaktifkan': 'nonaktif', 'meresahkan': 'resah', 'angsuran': 'angsur', 'blok': 'blok', 'pelanggaran': 'langgar', 'sopefood': 'sopefood', 'alasannnya': 'alasannnya', 'wajar': 'wajar', 'nyelesain': 'nyelesain', 'maasalah': 'maasalah', 'servis': 'servis', 'copy': 'copy', 'paste': 'paste', 'ditingkatkan': 'tingkat', 'ditanyak': 'ditanyak', 'sebagus': 'bagus', 'first': 'first', 'sneng': 'sneng', 'gartis': 'gartis', 'sbnyak': 'sbnyak', 'dpat': 'dpat', 'thr': 'thr', 'tetangga': 'tetangga', 'sabun': 'sabun', 'lbran': 'lbran', 'lambang': 'lambang', 'info': 'info', 'minat': 'minat', 'deal': 'deal', 'diperiksa': 'periksa', 'dicoba': 'coba', 'doyan': 'doyan', 'tua': 'tua', 'kerjasamanyaaa': 'kerjasamanyaaa', 'esan': 'es', 'masker': 'masker', 'pics': 'pics', 'anti': 'anti', 'freeongkir': 'freeongkir', 'why': 'why', 'mn': 'mn', 'rimbanya': 'rimba', 'pngennya': 'pngennya', 'pinalty': 'pinalty', 'gedhe': 'gedhe', 'ee': 'ee', 'kg': 'kg', 'media': 'media', 'pengantara': 'antara', 'bajet': 'bajet', 'saku': 'saku', 'bos': 'bos', 'luber': 'luber', 'lueleeeeeeettt': 'lueleeeeeeettt', 'terparah': 'parah', 'terlelet': 'lelet', 'mengutamakan': 'utama', 'perkiraan': 'kira', 'pelepasan': 'lepas', 'bypk': 'bypk', 'seruuu': 'seruuu', 'mengerti': 'erti', 'hpku': 'hpku', 'nyuruh': 'nyuruh', 'ngambil': 'ngambil', 'drmana': 'drmana', 'ntu': 'ntu', 'alhasil': 'alhasil', 'shopepaynya': 'shopepaynya', 'hub': 'hub', 'pendengar': 'dengar', 'pengaduan': 'adu', 'geeemmmeeeessss': 'geeemmmeeeessss', 'nabok': 'nabok', 'wlaupun': 'wlaupun', 'hack': 'hack', 'kesalahan': 'salah', 'ngacak': 'ngacak', 'ngehack': 'ngehack', 'menyalahgunakan': 'menyalahgunakan', 'aga': 'aga', 'walopun': 'walopun', 'otp': 'otp', 'muncur': 'muncur', 'dimaapin': 'dimaapin', 'deee': 'deee', 'sudal': 'sudal', 'lancarrrrrrrrrr': 'lancarrrrrrrrrr', 'membagongkan': 'bagong', 'transaksinya': 'transaksi', 'sofi': 'sofi', 'bukanya': 'buka', 'nurun': 'nurun', 'hadeh': 'hadeh', 'ajadh': 'ajadh', 'bntang': 'bntang', 'nyakitin': 'nyakitin', 'teken': 'teken', 'kranjang': 'kranjang', 'gimna': 'gimna', 'maslah': 'mas', 'binatang': 'binatang', 'nyan': 'nyan', 'ju': 'ju', 'sanggup': 'sanggup', 'namanya': 'nama', 'mempersulit': 'sulit', 'dikosongin': 'dikosongin', 'profesional': 'profesional', 'kebelakang': 'belakang', 'ribetnya': 'ribetnya', 'astaga': 'astaga', 'barcod': 'barcod', 'mabok': 'mabok', 'perlukan': 'perlu', 'mendidik': 'didik', 'sopifood': 'sopifood', 'alahh': 'alahh', 'taekkk': 'taekkk', 'gamau': 'gamau', 'puluh': 'puluh', 'aksesnya': 'akses', 'memanggg': 'memanggg', 'besttttt': 'besttttt', 'mantapppppppp': 'mantapppppppp', 'herann': 'herann', 'sepuasnya': 'puas', 'salam': 'salam', 'parfurme': 'parfurme', 'laundry': 'laundry', 'sumber': 'sumber', 'wangi': 'wangi', 'dynasti': 'dynasti', 'djaga': 'djaga', 'terbatas': 'batas', 'mendapatkam': 'mendapatkam', 'berguna': 'guna', 'benda': 'benda', 'kucari': 'cari', 'pny': 'pny', 'sbg': 'sbg', 'deposit': 'deposit', 'br': 'br', 'eee': 'eee', 'kembaliin': 'kembaliin', 'stlh': 'stlh', 'perduli': 'duli', 'kalaukek': 'kalaukek', 'coret': 'coret', 'paylaternya': 'paylaternya', 'puuuuuuuooooollll': 'puuuuuuuooooollll', 'layarnya': 'layar', 'irit': 'irit', 'ketulungan': 'ketulungan', 'perbaikan': 'baik', 'lol': 'lol', 'curigai': 'curiga', 'vermuk': 'vermuk', 'keselllll': 'keselllll', 'kesellllll': 'kesellllll', 'persulit': 'sulit', 'ekonomis': 'ekonomis', 'belanjany': 'belanjany', 'paylatterny': 'paylatterny', 'srkarang': 'srkarang', 'playlatter': 'playlatter', 'sicepat': 'sicepat', 'halu': 'halu', 'percumah': 'percumah', 'nyantumin': 'nyantumin', 'nlponya': 'nlponya', 'wa': 'wa', 'tlpon': 'tlpon', 'seluler': 'seluler', 'mulus': 'mulus', 'ttg': 'ttg', 'bahan': 'bahan', 'material': 'material', 'mutu': 'mutu', 'operator': 'operator', 'lemah': 'lemah', 'pliss': 'pliss', 'yh': 'yh', 'smwa': 'smwa', 'cmn': 'cmn', 'menemani': 'tani', 'kerjanya': 'kerja', 'mess': 'mess', 'suksess': 'suksess', 'back': 'back', 'market': 'market', 'place': 'place', 'sumatra': 'sumatra', 'dibesarkan': 'besar', 'potongannya': 'potong', 'la': 'la', 'bayak': 'bayak', 'yutub': 'yutub', 'hai': 'hai', 'original': 'original', 'ayo': 'ayo', 'bodoh': 'bodoh', 'bego': 'bego', 'uji': 'uji', 'keliling': 'keliling', 'wkwkwkkw': 'wkwkwkkw', 'taik': 'taik', 'kucing': 'kucing', 'anjiing': 'anjiing', 'hpa': 'hpa', 'ajaaaaa': 'ajaaaaa', 'jayaaa': 'jayaaa', 'ampuh': 'ampuh', 'parahhhhh': 'parahhhhh', 'muluuuu': 'muluuuu', 'ribett': 'ribett', 'vhocer': 'vhocer', 'haruss': 'haruss', 'mepetin': 'mepetin', 'hargaa': 'hargaa', 'sudahh': 'sudahh', 'bisaa': 'bisaa', 'gunanya': 'guna', 'jir': 'jir', 'nyanyi': 'nyanyi', 'tabungan': 'tabung', 'omongan': 'omong', 'menghapus': 'hapus', 'coz': 'coz', 'dongs': 'dongs', 'by': 'by', 'risquatic': 'risquatic', 'tampil': 'tampil', 'vouchers': 'vouchers', 'dj': 'dj', 'sahabat': 'sahabat', 'sanak': 'sanak', 'saudara': 'saudara', 'dikembalikan': 'kembali', 'shooopee': 'shooopee', 'siippp': 'siippp', 'apanya': 'apa', 'gratisan': 'gratis', 'andalan': 'andal', 'front': 'front', 'end': 'end', 'developernya': 'developer', 'diancungi': 'diancungi', 'jempol': 'jempol', 'desain': 'desain', 'membingungkan': 'bingung', 'pelangsing': 'langsing', 'lendidikan': 'lendidikan', 'suami': 'suami', 'istri': 'istri', 'penjelasan': 'jelas', 'ngehex': 'ngehex', 'tuntunannya': 'tuntun', 'perihal': 'perihal', 'todak': 'todak', 'padahalsering': 'padahalsering', 'ksi': 'ksi', 'chekoutnya': 'chekoutnya', 'unduh': 'unduh', 'msk': 'msk', 'sdgkn': 'sdgkn', 'sesuaikn': 'sesuaikn', 'pesenan': 'sen', 'bangat': 'bangat', 'rejeki': 'rejeki', 'dngn': 'dngn', 'rus': 'rus', 'joos': 'joos', 'ciamix': 'ciamix', 'buangetzzz': 'buangetzzz', 'tagih': 'tagih', 'gangguan': 'ganggu', 'era': 'era', 'bagusnya': 'bagus', 'mengaktifkan': 'aktif', 'kendalanya': 'kendala', 'tks': 'tks', 'abisin': 'abisin', 'jajan': 'jajan', 'menurutku': 'turut', 'kcwa': 'kcwa', 'syg': 'syg', 'kekalteng': 'kekalteng', 'pk': 'pk', 'sush': 'sush', 'dftr': 'dftr', 'lwt': 'lwt', 'indomaret': 'indomaret', 'ditotal': 'total', 'hrg': 'hrg', 'separoh': 'separoh', 'ongkosnya': 'ongkos', 'pket': 'pket', 'sandi': 'sandi', 'petugas': 'tugas', 'goodjob': 'goodjob', 'penangan': 'nang', 'tiadakan': 'tiada', 'biayaya': 'biayaya', 'kesni': 'kesni', 'cetak': 'cetak', 'dikalahkan': 'kalah', 'nelfonin': 'nelfonin', 'spam': 'spam', 'nelfonnya': 'nelfonnya', 'nelfon': 'nelfon', 'ganggu': 'ganggu', 'sisanya': 'sisa', 'masya': 'masya', 'pesaing': 'saing', 'kasihan': 'kasihan', 'pengusaha': 'usaha', 'pali': 'pali', 'pengirimanx': 'pengirimanx', 'selebihx': 'selebihx', 'aplikasih': 'aplikasih', 'menyewakan': 'sewa', 'menyukai': 'suka', 'keracunan': 'racun', 'kebawah': 'bawah', 'mencoba': 'coba', 'shopeepaylatter': 'shopeepaylatter', 'byar': 'byar', 'kaliini': 'kaliini', 'anjurkan': 'anjur', 'shopfood': 'shopfood', 'shopay': 'shopay', 'feb': 'feb', 'gakada': 'gakada', 'kejelasan': 'jelas', 'mmg': 'mmg', 'tanggungjawab': 'tanggungjawab', 'kapokkk': 'kapokkk', 'skg': 'skg', 'dikurangi': 'rang', 'nothing': 'nothing', 'kalinya': 'kali', 'diamond': 'diamond', 'ngatik': 'ngatik', 'otak': 'otak', 'lodingnya': 'lodingnya', 'menjaga': 'jaga', 'qualitas': 'qualitas', 'makasi': 'makas', 'donwload': 'donwload', 'yaaaaa': 'yaaaaa', 'android': 'android', 'peraturan': 'atur', 'disitu': 'situ', 'maintenance': 'maintenance', 'konfirmasi': 'konfirmasi', 'pokona': 'pokona', 'pintasan': 'pintas', 'ditamabahkan': 'ditamabahkan', 'tydack': 'tydack', 'ungkar': 'ungkar', 'roko': 'roko', 'freeongir': 'freeongir', 'malam': 'malam', 'pulang': 'pulang', 'andalannya': 'andal', 'dskrip': 'dskrip', 'unboxing': 'unboxing', 'khilaf': 'khilaf', 'mantep': 'mantep', 'lambattt': 'lambattt', 'heapy': 'heapy', 'koment': 'koment', 'dinon': 'non', 'apasi': 'apas', 'tanggapan': 'tanggap', 'terselesaikan': 'selesai', 'layanannya': 'layan', 'alat': 'alat', 'kebun': 'kebun', 'menanam': 'tanam', 'menunjang': 'tunjang', 'sihh': 'sihh', 'ikutan': 'ikut', 'novel': 'novel', 'shopiee': 'shopiee', 'estimasi': 'estimasi', 'smp': 'smp', 'detik': 'detik', 'tolongdi': 'tolongdi', 'tindaklanjuti': 'tindaklanjuti', 'terpotong': 'potong', 'menggangap': 'menggangap', 'sepele': 'sepele', 'pango': 'pango', 'sialan': 'sial', 'its': 'its', 'xpedisi': 'xpedisi', 'xpress': 'xpress', 'terkahir': 'terkahir', 'pengalam': 'alam', 'kehidupan': 'hidup', 'votcer': 'votcer', 'gofood': 'gofood', 'ojek': 'ojek', 'tangguhkan': 'tangguh', 'klarifikasinya': 'klarifikasi', 'pahit': 'pahit', 'kebijaksanaan': 'bijaksana', 'rekomendasikan': 'rekomendasi', 'akurat': 'akurat', 'puaaas': 'puaaas', 'indo': 'indo', 'dipercaya': 'percaya', 'diragukan': 'ragu', 'buruaan': 'buruaan', 'sangatttt': 'sangatttt', 'apss': 'apss', 'dikantong': 'kantong', 'ditipu': 'tipu', 'membela': 'bela', 'dicari': 'cari', 'segi': 'segi', 'yesel': 'yesel', 'berkembang': 'kembang', 'ogah': 'ogah', 'pelayan': 'layan', 'bisnis': 'bisnis', 'sopy': 'sopy', 'paun': 'paun', 'sediakan': 'sedia', 'debet': 'debet', 'terhindar': 'hindar', 'spyleter': 'spyleter', 'terlengkap': 'lengkap', 'diperoleh': 'oleh', 'beragam': 'agam', 'luas': 'luas', 'tiada': 'tiada', 'kecewakan': 'kecewa', 'kebuka': 'buka', 'perhatikan': 'perhati', 'trim': 'trim', 'menggu': 'menggu', 'sukabumi': 'sukabumi', 'perkampungan': 'kampung', 'klian': 'klian', 'blng': 'blng', 'bgusss': 'bgusss', 'kedepanya': 'depa', 'terbaaiiikkkk': 'terbaaiiikkkk', 'brapa': 'brapa', 'mwehehee': 'mwehehee', 'dimanapun': 'mana', 'membutuhkan': 'butuh', 'bintan': 'bintan', 'sarankan': 'saran', 'elektronik': 'elektronik', 'ratusan': 'ratus', 'serasa': 'serasa', 'pasar': 'pasar', 'ribuan': 'ribu', 'belasan': 'bas', 'untungan': 'untung', 'profil': 'profil', 'ngecek': 'ngecek', 'tuk': 'tuk', 'surantap': 'surantap', 'ulah': 'ulah', 'oknum': 'oknum', 'berkuliatas': 'berkuliatas', 'terdftr': 'terdftr', 'nmrnya': 'nmrnya', 'trblokir': 'trblokir', 'bawa': 'bawa', 'penyelesaian': 'selesai', 'lambuaatt': 'lambuaatt', 'cair': 'cair', 'hubungi': 'hubung', 'peduli': 'peduli', 'seakan': 'akan', 'beresin': 'resin', 'sekeluarga': 'keluarga', 'kawe': 'kawe', 'tntang': 'tntang', 'soalny': 'soalny', 'anggap': 'anggap', 'mengisiny': 'mengisiny', 'bgssss': 'bgssss', 'dibilangin': 'dibilangin', 'nungggu': 'nungggu', 'latar': 'latar', 'debes': 'debes', 'semulakan': 'mula', 'menyusup': 'susup', 'notifikasi': 'notifikasi', 'barangya': 'barangya', 'dikembalikanya': 'dikembalikanya', 'hrusnya': 'hrusnya', 'castomer': 'castomer', 'kepihak': 'pihak', 'alangkah': 'alangkah', 'disetujui': 'tuju', 'hasilnya': 'hasil', 'star': 'star', 'semiga': 'semiga', 'rame': 'rame', 'baso': 'baso', 'aci': 'aci', 'ciwang': 'ciwang', 'deidaraedelweiss': 'deidaraedelweiss', 'id': 'id', 'dikunjungi': 'kunjung', 'mengedepankan': 'depan', 'denga': 'denga', 'asyiiikk': 'asyiiikk', 'ngirit': 'ngirit', 'bocor': 'bocor', 'mengatas': 'atas', 'privasi': 'privasi', 'jaga': 'jaga', 'dwondload': 'dwondload', 'rekomedasi': 'rekomedasi', 'dam': 'dam', 'diproses': 'proses', 'mbanking': 'mbanking', 'kebijakannya': 'bijak', 'mitra': 'mitra', 'dropshiper': 'dropshiper', 'diketerangan': 'terang', 'mantaaaaaaaaaaaaaabbbbbbbbh': 'mantaaaaaaaaaaaaaabbbbbbbbh', 'gelap': 'gelap', 'serius': 'serius', 'dianggap': 'anggap', 'objektif': 'objektif', 'mambantu': 'mambantu', 'menentukan': 'tentu', 'debat': 'debat', 'kota': 'kota', 'palembang': 'palembang', 'kec': 'kec', 'ib': 'ib', 'bukit': 'bukit', 'maksimal': 'maksimal', 'pkt': 'pkt', 'tarok': 'tarok', 'pintu': 'pintu', 'sypa': 'sypa', 'tanggu': 'tanggu', 'etika': 'etika', 'ketik': 'ketik', 'password': 'password', 'sukak': 'sukak', 'adakan': 'adakan', 'menikmati': 'nikmat', 'minimal': 'minimal', 'orng': 'orng', 'terungkap': 'ungkap', 'jogettttttddddd': 'jogettttttddddd', 'bohongnya': 'bohong', 'resellerny': 'resellerny', 'shopeeny': 'shopeeny', 'sisi': 'sisi', 'nyambungan': 'nyambungan', 'kzll': 'kzll', 'bpd': 'bpd', 'bali': 'bal', 'cintrong': 'cintrong', 'cuan': 'cuan', 'bidong': 'bidong', 'pembohongan': 'bohong', 'pleaseee': 'pleaseee', 'jhos': 'jhos', 'pyalater': 'pyalater', 'tunggakan': 'tunggak', 'nyaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa': 'nyaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa', 'ngajuin': 'ngajuin', 'numpang': 'numpang', 'ge': 'ge', 'doakan': 'doa', 'rasakan': 'rasa', 'aminn': 'aminn', 'anterin': 'anterin', 'jasanyapun': 'jasa', 'janjiin': 'janjiin', 'taunya': 'tau', 'dengannjawabn': 'dengannjawabn', 'bongkar': 'bongkar', 'situs': 'situs', 'resmi': 'resmi', 'sempit': 'sempit', 'sedetail': 'detail', 'sms': 'sms', 'potgn': 'potgn', 'blnj': 'blnj', 'llu': 'llu', 'lebay': 'lebay', 'dihapuskan': 'hapus', 'merespon': 'merespon', 'reda': 'reda', 'izin': 'izin', 'identitas': 'identitas', 'citra': 'citra', 'perusahaan': 'usaha', 'seiring': 'iring', 'berjalannya': 'jalan', 'contoh': 'contoh', 'terimakasihselamat': 'terimakasihselamat', 'sore': 'sore', 'ppt': 'ppt', 'kelompok': 'kelompok', 'companies': 'companies', 'imc': 'imc', 'presentasi': 'presentasi', 'pertanyaannya': 'tanya', 'aulia': 'aulia', 'dinda': 'dinda', 'elfira': 'elfira', 'sanita': 'sanita', 'saffana': 'saffana', 'selamat': 'selamat', 'presentas': 'presentas', 'harapannya': 'harap', 'gilaa': 'gilaa', 'yasudahlah': 'yasudahlah', 'ditoleransi': 'toleransi', 'penilaian': 'nilai', 'kalimat': 'kalimat', 'rate': 'rate', 'gaboleh': 'gaboleh', 'padahalkan': 'padahal', 'setoko': 'toko', 'marketplace': 'marketplace', 'djbayar': 'djbayar', 'ditegur': 'tegur', 'alhamdulillahh': 'alhamdulillahh', 'mesti': 'mesti', 'dalamnya': 'dalam', 'menerapkan': 'terap', 'digital': 'digital', 'mindset': 'mindset', 'diiringi': 'iring', 'performa': 'performa', 'seimbang': 'imbang', 'abu': 'abu', 'abunya': 'abu', 'kuning': 'kuning', 'tanda': 'tanda', 'lucunya': 'lucu', 'perjalanan': 'jalan', 'konfirmasinya': 'konfirmasi', 'paylaterr': 'paylaterr', 'mal': 'mal', 'dngan': 'dngan', 'faktor': 'faktor', 'kabar': 'kabar', 'mengiyakan': 'iya', 'mngembalikan': 'mngembalikan', 'mengembalikan': 'kembali', 'kurangan': 'kurang', 'insyaallah': 'insyaallah', 'klak': 'klak', 'servernya': 'servernya', 'kliknya': 'klik', 'masuknya': 'masuk', 'jgk': 'jgk', 'dibatalin': 'dibatalin', 'cobak': 'cobak', 'disana': 'sana', 'cok': 'cok', 'pemulangan': 'pulang', 'kenyamanan': 'nyaman', 'bungga': 'bungga', 'kah': 'kah', 'aplikasimu': 'aplikasi', 'merah': 'merah', 'lzdaa': 'lzdaa', 'brng': 'brng', 'ccat': 'ccat', 'berjam': 'jam', 'bandang': 'bandang', 'servise': 'servise', 'februari': 'februari', 'sblumnya': 'sblumnya', 'smntra': 'smntra', 'diinstal': 'diinstal', 'sandiny': 'sandiny', 'sich': 'sich', 'kecepatannya': 'cepat', 'pantau': 'pantau', 'maseh': 'maseh', 'doble': 'doble', 'gbisa': 'gbisa', 'aplilasi': 'aplilasi', 'ppkm': 'ppkm', 'menjual': 'jual', 'sewa': 'sewa', 'atw': 'atw', 'dagangan': 'dagang', 'tkt': 'tkt', 'knl': 'knl', 'blaja': 'blaja', 'gapain': 'gapain', 'spinjamnya': 'spinjamnya', 'ye': 'ye', 'selesaikan': 'selesai', 'intruksikan': 'intruksikan', 'keiinginan': 'keiinginan', 'anteraja': 'anteraja', 'dipilihin': 'dipilihin', 'luama': 'luama', 'tungguin': 'tungguin', 'hadehhh': 'hadehhh', 'biarin': 'biarin', 'install': 'install', 'pikir': 'pikir', 'antarmuka': 'antarmuka', 'latihan': 'latih', 'mbah': 'mbah', 'insfirasi': 'insfirasi', 'lemoooooooottttttttt': 'lemoooooooottttttttt', 'bangettttt': 'bangettttt', 'temgah': 'temgah', 'malem': 'malem', 'sampah': 'sampah', 'belanjaselalu': 'belanjaselalu', 'dtolak': 'dtolak', 'mampus': 'mampus', 'perusahan': 'usah', 'exspress': 'exspress', 'persenannya': 'persen', 'sekrang': 'sekrang', 'menggiurkan': 'giur', 'nambahin': 'nambahin', 'affiliate': 'affiliate', 'smartfren': 'smartfren', 'terproses': 'proses', 'historis': 'historis', 'bermasalah': 'masalah', 'menilai': 'nilai', 'bagos': 'bagos', 'peroduk': 'peroduk', 'kelaparan': 'lapar', 'hangus': 'hangus', 'thrift': 'thrift', 'mampir': 'mampir', 'santodoank': 'santodoank', 'rubjmp': 'rubjmp', 'supermarket': 'supermarket', 'susu': 'susu', 'dinihari': 'dinihari', 'sdm': 'sdm', 'bermutu': 'mutu', 'nilainya': 'nilai', 'balas': 'balas', 'otaknya': 'otak', 'membatalkan': 'batal', 'beg': 'beg', 'pass': 'pass', 'akhr': 'akhr', 'leternya': 'leter', 'shopeelater': 'shopeelater', 'bayarnya': 'bayar', 'naikan': 'naik', 'efektif': 'efektif', 'search': 'search', 'perbandingan': 'banding', 'tersendat': 'sendat', 'ngeselin': 'ngeselin', 'oh': 'oh', 'kartu': 'kartu', 'toll': 'toll', 'mandiri': 'mandiri', 'alfa': 'alfa', 'siang': 'siang', 'brengsek': 'brengsek', 'egoiss': 'egoiss', 'asalan': 'asal', 'kurirmu': 'kurir', 'apaaan': 'apaaan', 'barat': 'barat', 'maximal': 'maximal', 'untungny': 'untungny', 'bgussss': 'bgussss', 'membuktikanya': 'membuktikanya', 'ksih': 'ksih', 'anehnya': 'aneh', 'unfaedah': 'unfaedah', 'canggih': 'canggih', 'tmbah': 'tmbah', 'msuknya': 'msuknya', 'lngsung': 'lngsung', 'ngerasain': 'ngerasain', 'kdang': 'kdang', 'gerakin': 'gerakin', 'abdet': 'abdet', 'fatang': 'fatang', 'balanja': 'balanja', 'baguusssssssssss': 'baguusssssssssss', 'rugii': 'rugi', 'garena': 'garena', 'ikatan': 'ikat', 'yey': 'yey', 'dapatkan': 'dapat', 'hadiahnya': 'hadiah', 'wi': 'wi', 'masukny': 'masukny', 'berasa': 'asa', 'kunjung': 'kunjung', 'suweee': 'suweee', 'luh': 'luh', 'pii': 'pii', 'kurangin': 'rangin', 'capit': 'capit', 'memdekati': 'memdekati', 'perjudian': 'judi', 'judi': 'judi', 'taruhan': 'taruh', 'mencapit': 'capit', 'mencapitnya': 'capit', 'penarikan': 'tari', 'gegara': 'gegara', 'wkwkwkwkw': 'wkwkwkwkw', 'timur': 'timur', 'ongkirnyaaa': 'ongkirnyaaa', 'kehilangan': 'hilang', 'enteng': 'enteng', 'relevan': 'relevan', 'bagettttttttttt': 'bagettttttttttt', 'mantappppp': 'mantappppp', 'notifikasinya': 'notifikasi', 'undangan': 'undang', 'direspon': 'direspon', 'sekolah': 'sekolah', 'input': 'input', 'sd': 'sd', 'csnya': 'csnya', 'reting': 'reting', 'jeli': 'jeli', 'discount': 'discount', 'barangku': 'barang', 'this': 'this', 'semudah': 'mudah', 'berbisnis': 'bisnis', 'jualn': 'jualn', 'az': 'az', 'amnh': 'amnh', 'terkirim': 'kirim', 'dang': 'dang', 'menghilang': 'hilang', 'yaka': 'yaka', 'bagux': 'bagux', 'shopyy': 'shopyy', 'bangetlah': 'banget', 'pingin': 'pingin', 'okee': 'okee', 'sippp': 'sippp', 'dung': 'dung', 'please': 'please', 'jago': 'jago', 'feedback': 'feedback', 'perangkat': 'perangkat', 'lunak': 'lunak', 'tingkatkanlah': 'tingkat', 'performanya': 'performa', 'domisili': 'domisili', 'grab': 'grab', 'tia': 'tia', 'pamor': 'pamor', 'wkwk': 'wkwk', 'peminat': 'minat', 'diperhitungkan': 'hitung', 'ffttttt': 'ffttttt', 'smartphone': 'smartphone', 'down': 'down', 'kebiasaan': 'biasa', 'keseringan': 'sering', 'banyaknya': 'banyak', 'loadingnya': 'loadingnya', 'kuat': 'kuat', 'flashsale': 'flashsale', 'bud': 'bud', 'perfom': 'perfom', 'mengukuti': 'mengukuti', 'terdeteksi': 'deteksi', 'malakukan': 'malakukan', 'silahkan': 'silah', 'deteksi': 'deteksi', 'with': 'with', 'peket': 'peket', 'kont': 'kont', 'psemua': 'psemua', 'prodak': 'prodak', 'tugas': 'tugas', 'nggk': 'nggk', 'nantik': 'nantik', 'signal': 'signal', 'sakarang': 'sakarang', 'may': 'may', 'banyakan': 'banyak', 'post': 'post', 'cpet': 'cpet', 'dikemaa': 'dikemaa', 'bangga': 'bangga', 'menghabis': 'habis', 'hartanya': 'harta', 'kabupaten': 'kabupaten', 'awam': 'awam', 'fokus': 'fokus', 'berfungsi': 'fungsi', 'gaya': 'gaya', 'fungsinya': 'fungsi', 'urusannya': 'urus', 'klr': 'klr', 'suxes': 'suxes', 'paylatter': 'paylatter', 'telkomsel': 'telkomsel', 'ajadah': 'ajadah', 'baget': 'baget', 'gogle': 'gogle', 'pecbook': 'pecbook', 'membukak': 'membukak', 'bbl': 'bbl', 'lochhh': 'lochhh', 'shopperee': 'shopperee', 'gilaaa': 'gilaaa', 'pasang': 'pasang', 'hahahaha': 'hahahaha', 'lemahhh': 'lemahhh', 'harusss': 'harusss', 'nyampai': 'nyampai', 'sangattttttt': 'sangattttttt', 'padhaal': 'padhaal', 'seeprti': 'seeprti', 'smenjak': 'smenjak', 'pilhan': 'pilhan', 'msih': 'msih', 'pilhannya': 'pilhannya', 'help': 'help', 'dunk': 'dunk', 'dikantor': 'kantor', 'diblok': 'blok', 'shopeepaynya': 'shopeepaynya', 'gimanaaa': 'gimanaaa', 'palylater': 'palylater', 'keputusannya': 'putus', 'rekomend': 'rekomend', 'shopylater': 'shopylater', 'rajin': 'rajin', 'bagetttt': 'bagetttt', 'behhh': 'behhh', 'dimudahkan': 'mudah', 'diiinginkan': 'diiinginkan', 'trmks': 'trmks', 'berkat': 'berkat', 'kumat': 'kumat', 'gilak': 'gilak', 'liatin': 'liatin', 'kabur': 'kabur', 'laternya': 'laternya', 'dibaikin': 'dibaikin', 'yakali': 'yakali', 'nda': 'nda', 'ekspres': 'ekspres', 'gimanani': 'gimanani', 'gudangnya': 'gudang', 'busuk': 'busuk', 'deals': 'deals', 'sekitarmu': 'sekitar', 'eksis': 'eks', 'selelet': 'lelet', 'rom': 'rom', 'dijaga': 'jaga', 'owner': 'owner', 'trsedia': 'trsedia', 'penyalahgunaan': 'penyalahgunaan', 'formulir': 'formulir', 'screenshoot': 'screenshoot', 'username': 'username', 'berusaha': 'usaha', 'semaksimal': 'maksimal', 'sekses': 'sekses', 'secpt': 'secpt', 'lebaran': 'lebaran', 'stress': 'stress', 'kadaluwarsa': 'kadaluwarsa', 'kurangi': 'kurang', 'mengirimkan': 'kirim', 'tujuan': 'tuju', 'berniat': 'niat', 'pulau': 'pulau', 'nyesal': 'nyesal', 'ekonomi': 'ekonomi', 'ngarep': 'ngarep', 'dtanyain': 'dtanyain', 'bri': 'bri', 'kesedot': 'sedot', 'okelah': 'oke', 'bbgtt': 'bbgtt', 'gaes': 'gaes', 'diarahin': 'diarahin', 'disertakan': 'serta', 'sanagat': 'sanagat', 'kontrol': 'kontrol', 'team': 'team', 'bajunya': 'baju', 'parahhhhhh': 'parahhhhhh', 'cintoh': 'cintoh', 'kapak': 'kapak', 'ituh': 'ituh', 'lapaknya': 'lapak', 'picture': 'picture', 'selektif': 'selektif', 'merekrut': 'rekrut', 'ha': 'ha', 'mimin': 'mimin', 'menyesal': 'sesal', 'pengembangan': 'kembang', 'ketemu': 'ketemu', 'alamakkk': 'alamakkk', 'skr': 'skr', 'hape': 'hape', 'memory': 'memory', 'laen': 'laen', 'rungkad': 'rungkad', 'tercoreng': 'coreng', 'komunitas': 'komunitas', 'menawarkan': 'tawar', 'pemesanan': 'mesan', 'kedepanx': 'kedepanx', 'psen': 'psen', 'dbatalin': 'dbatalin', 'respek': 'respek', 'stu': 'stu', 'tempt': 'tempt', 'belanjar': 'banjar', 'masukkan': 'masuk', 'rintasan': 'rintas', 'perbarui': 'baru', 'shopenya': 'shopenya', 'instant': 'instant', 'ekpress': 'ekpress', 'tracking': 'tracking', 'delivered': 'delivered', 'dihubungi': 'hubung', 'goyang': 'goyang', 'bagusssssssssssssss': 'bagusssssssssssssss', 'sssssssssssssssssssssssssssssssssssssssssssssssssssssssszsszzssssssssssssssssdssdszzszzzszzsssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssss': 'sssssssssssssssssssssssssssssssssssssssssssssssssssssssszsszzssssssssssssssssdssdszzszzzszzsssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssss', 'estalate': 'estalate', 'stock': 'stock', 'hargai': 'harga', 'tertipkan': 'tip', 'kekurangan': 'kurang', 'sloww': 'sloww', 'keluari': 'keluar', 'giti': 'giti', 'diajukan': 'aju', 'hilaang': 'hilaang', 'cuy': 'cuy', 'minjemin': 'minjemin', 'kenyamana': 'kenyamana', 'keluhkan': 'keluh', 'slow': 'slow', 'terjual': 'jual', 'sij': 'sij', 'tag': 'tag', 'bangtttttt': 'bangtttttt', 'berjuta': 'juta', 'genggaman': 'genggam', 'katalog': 'katalog', 'pengalamanku': 'alam', 'hatiku': 'hati', 'estimasinya': 'estimasi', 'gerak': 'gerak', 'apaya': 'apaya', 'halooo': 'halooo', 'sampeee': 'sampeee', 'kebahagiaan': 'bahagia', 'mengenal': 'kenal', 'dicancel': 'dicancel', 'stengah': 'stengah', 'ngancem': 'ngancem', 'ktanya': 'ktanya', 'bwa': 'bwa', 'pengacara': 'acara', 'pidana': 'pidana', 'attitute': 'attitute', 'sie': 'sie', 'icommerce': 'icommerce', 'ktnya': 'ktnya', 'terbesar': 'besar', 'attitutenya': 'attitutenya', 'kepenjual': 'jual', 'disempurnakan': 'sempurna', 'sanksi': 'sanksi', 'terapkan': 'terap', 'naaikk': 'naaikk', 'nutupin': 'nutupin', 'paking': 'paking', 'perharinya': 'hari', 'ngefekk': 'ngefekk', 'ordeer': 'ordeer', 'lasada': 'lasada', 'tnggal': 'tnggal', 'gabung': 'gabung', 'sampingan': 'samping', 'bernama': 'nama', 'kyin': 'kyin', 'pastinya': 'pasti', 'nyalahin': 'nyalahin', 'investasi': 'investasi', 'emas': 'emas', 'mengendap': 'endap', 'ketemunya': 'ketemu', 'loe': 'loe', 'singapura': 'singapura', 'layak': 'layak', 'mintak': 'mintak', 'tip': 'tip', 'umr': 'umr', 'artis': 'artis', 'hollywood': 'hollywood', 'panggil': 'panggil', 'keuangan': 'uang', 'digratiskan': 'gratis', 'tooolol': 'tooolol', 'anjjingg': 'anjjingg', 'boro': 'boro', 'ampasss': 'ampasss', 'seharus': 'harus', 'ygvrajin': 'ygvrajin', 'bngttt': 'bngttt', 'qu': 'qu', 'lari': 'lari', 'itikad': 'itikad', 'regulasi': 'regulasi', 'ketinggian': 'tinggi', 'double': 'double', 'fee': 'fee', 'pinjamannya': 'pinjam', 'jtan': 'jtan', 'standar': 'standar', 'ojk': 'ojk', 'perhari': 'hari', 'menyetujui': 'tuju', 'setuju': 'tuju', 'ngasi': 'ngasi', 'nasib': 'nasib', 'kalimantan': 'kalimantan', 'mahalan': 'mahal', 'makun': 'makun', 'device': 'device', 'sulapan': 'sulap', 'setingan': 'ting', 'prmintaan': 'prmintaan', 'bantulah': 'bantu', 'pesulap': 'sulap', 'sulapnya': 'sulap', 'rapi': 'rapi', 'berkwarga': 'berkwarga', 'negaraan': 'negara', 'siaga': 'siaga', 'technologi': 'technologi', 'menghancurkan': 'hancur', 'persatuan': 'satu', 'kesatuan': 'satu', 'recommended': 'recommended', 'pertimbangkan': 'timbang', 'pengelola': 'kelola', 'teruslah': 'terus', 'berkaya': 'kaya', 'pedia': 'dia', 'youtube': 'youtube', 'blaaank': 'blaaank', 'keselll': 'keselll', 'ihhhhhh': 'ihhhhhh', 'tagihannya': 'tagih', 'denda': 'denda', 'model': 'model', 'keam': 'keam', 'ann': 'ann', 'kebantu': 'bantu', 'kemauannya': 'mau', 'heheheh': 'heheheh', 'ramag': 'ramag', 'tamah': 'tamah', 'jangka': 'jangka', 'parahh': 'parahh', 'apkasi': 'apkasi', 'konsesten': 'konsesten', 'berkantong': 'kantong', 'tebal': 'tebal', 'pokokke': 'pokokke', 'iklankan': 'iklan', 'datengnya': 'datengnya', 'tangani': 'tangan', 'bts': 'bts', 'nct': 'nct', 'mlakukan': 'mlakukan', 'pmbayaran': 'pmbayaran', 'jayalah': 'jaya', 'septy': 'septy', 'istimewa': 'istimewa', 'banding': 'banding', 'terror': 'terror', 'pelunasan': 'lunas', 'buk': 'buk', 'spesial': 'spesial', 'ho': 'ho', 'luck': 'luck', 'sofie': 'sofie', 'mehong': 'mehong', 'pnjualnya': 'pnjualnya', 'pajang': 'pajang', 'ngabarin': 'ngabarin', 'duluan': 'duluan', 'bang': 'bang', 'thankssss': 'thankssss', 'nemuin': 'nemuin', 'jkt': 'jkt', 'jatim': 'jatim', 'mmbantu': 'mmbantu', 'musim': 'musim', 'tk': 'tk', 'melani': 'melani', 'sellerr': 'sellerr', 'ths': 'ths', 'kerusakan': 'rusa', 'karenakan': 'karena', 'kompensasi': 'kompensasi', 'permintaan': 'minta', 'dibutuhkan': 'butuh', 'terim': 'rim', 'adaaa': 'adaaa', 'sukaaa': 'sukaaa', 'gamesnya': 'gamesnya', 'tokopegia': 'tokopegia', 'ginii': 'ginii', 'ajj': 'ajj', 'ekspedisinya': 'ekspedisi', 'untuknsaya': 'untuknsaya', 'beliin': 'beliin', 'pacar': 'pacar', 'mskipun': 'mskipun', 'diganti': 'ganti', 'trjangkau': 'trjangkau', 'saking': 'saking', 'sopphe': 'sopphe', 'grafik': 'grafik', 'trussss': 'trussss', 'mabar': 'mabar', 'baren': 'baren', 'amanan': 'aman', 'mapsnya': 'mapsnya', 'titiknya': 'titik', 'ngaco': 'ngaco', 'berantem': 'antem', 'ngganti': 'ngganti', 'bersihin': 'bersihin', 'chace': 'chace', 'sumut': 'sumut', 'sukanya': 'suka', 'rebahan': 'rebah', 'entuh': 'entuh', 'kumplit': 'kumplit', 'yeeeee': 'yeeeee', 'tenang': 'tenang', 'enakny': 'enakny', 'sestem': 'sestem', 'hilangkan': 'hilang', 'tnpa': 'tnpa', 'pemberitauan': 'pemberitauan', 'ksalahan': 'ksalahan', 'cairkan': 'cair', 'ditahan': 'tahan', 'mksih': 'mksih', 'perpanjang': 'panjang', 'sangattt': 'sangattt', 'loyalty': 'loyalty', 'terverifikasi': 'verifikasi', 'memasukan': 'pasu', 'munculkan': 'muncul', 'nikmati': 'nikmat', 'meningkatkan': 'tingkat', 'mempertahankan': 'tahan', 'yahh': 'yahh', 'memanfaatkan': 'manfaat', 'blacklist': 'blacklist', 'paham': 'paham', 'akuu': 'akuu', 'luvuu': 'luvuu', 'membukanya': 'buka', 'penurunan': 'turun', 'nelponan': 'nelponan', 'japo': 'japo', 'ihhh': 'ihhh', 'membayaran': 'bayar', 'soalnyaa': 'soalnyaa', 'sobat': 'sobat', 'quh': 'quh', 'hallaw': 'hallaw', 'beres': 'beres', 'tercover': 'tercover', 'nyedot': 'nyedot', 'kuotanya': 'kuota', 'aktifitas': 'aktifitas', 'monmaaf': 'monmaaf', 'nu': 'nu', 'atuh': 'atuh', 'sekelas': 'kelas', 'terserah': 'serah', 'bosen': 'bosen', 'jarangg': 'jarangg', 'vuocer': 'vuocer', 'mahallin': 'mahallin', 'lomot': 'lomot', 'poll': 'poll', 'pedagangnya': 'dagang', 'selebih': 'lebih', 'melempar': 'lempar', 'menjelek': 'jelek', 'jelekan': 'jelek', 'kekurangnnya': 'kekurangnnya', 'dipaerbaiki': 'dipaerbaiki', 'respond': 'respond', 'banyar': 'banyar', 'one': 'one', 'peralatan': 'alat', 'medan': 'medan', 'deli': 'deli', 'serdang': 'serdang', 'ekstimasi': 'ekstimasi', 'lanjuti': 'lanjut', 'amanat': 'amanat', 'smapi': 'smapi', 'dajal': 'dajal', 'dtang': 'dtang', 'bantai': 'bantai', 'yaman': 'yaman', 'kdepanya': 'kdepanya', 'iihh': 'iihh', 'acara': 'acara', 'ditempat': 'tempat', 'aturan': 'atur', 'diatar': 'atar', 'chas': 'chas', 'huhhhhh': 'huhhhhh', 'wajip': 'wajip', 'lzd': 'lzd', 'acan': 'acan', 'adminya': 'adminya', 'komersil': 'komersil', 'bgd': 'bgd', 'orderan': 'order', 'mzt': 'mzt', 'matre': 'matre', 'ngeri': 'ngeri', 'sedaaapp': 'sedaaapp', 'walhasil': 'walhasil', 'mentoq': 'mentoq', 'deeh': 'deeh', 'psn': 'psn', 'nuggu': 'nuggu', 'yaahh': 'yaahh', 'kelebihannya': 'lebih', 'orderannya': 'order', 'fiktif': 'fiktif', 'materi': 'materi', 'tersortir': 'sortir', 'thd': 'thd', 'kw': 'kw', 'packing': 'packing', 'sebaikny': 'sebaikny', 'melakukn': 'melakukn', 'pengirimn': 'pengirimn', 'pengecekan': 'kece', 'detail': 'detail', 'ordern': 'ordern', 'kurangnya': 'kurang', 'kain': 'kain', 'sbagian': 'sbagian', 'patut': 'patut', 'melindungi': 'lindung', 'helpdesk': 'helpdesk', 'dahlahhhh': 'dahlahhhh', 'pinjem': 'pinjem', 'perbaharui': 'baharu', 'start': 'start', 'shopeeini': 'shopeeini', 'maksud': 'maksud', 'kasik': 'kasik', 'daro': 'daro', 'bubble': 'bubble', 'berlian': 'berlian', 'pets': 'pets', 'realpict': 'realpict', 'sukaaaaa': 'sukaaaaa', 'syuka': 'syuka', 'bangeeeeet': 'bangeeeeet', 'gratong': 'gratong', 'baguuuus': 'baguuuus', 'diminati': 'mati', 'gag': 'gag', 'barangnyaaa': 'barangnyaaa', 'cover': 'cover', 'kirimkan': 'kirim', 'kerj': 'kerj', 'expdisi': 'expdisi', 'recomendasi': 'recomendasi', 'ntt': 'ntt', 'mengeluh': 'keluh', 'tinjau': 'tinjau', 'expidisi': 'expidisi', 'maff': 'maff', 'jlek': 'jlek', 'yok': 'yok', 'bijak': 'bijak', 'pelosok': 'pelosok', 'desa': 'desa', 'keadilan': 'adil', 'soosial': 'soosial', 'rakyat': 'rakyat', 'blom': 'blom', 'melepaskan': 'lepas', 'ngeleg': 'ngeleg', 'mobile': 'mobile', 'legend': 'legend', 'keluarnya': 'keluar', 'jepit': 'jepit', 'lucky': 'lucky', 'prize': 'prize', 'pireode': 'pireode', 'tiket': 'tiket', 'ngadain': 'ngadain', 'taeek': 'taeek', 'jancokk': 'jancokk', 'tebak': 'tebak', 'list': 'list', 'opo': 'opo', 'enjoy': 'enjoy', 'kebayar': 'bayar', 'reva': 'reva', 'kebijakan': 'bijak', 'dibaca': 'baca', 'kontak': 'kontak', 'bersihkan': 'sih', 'responya': 'responya', 'jelekk': 'jelekk', 'nyamannnn': 'nyamannnn', 'rendah': 'rendah', 'finance': 'finance', 'keburu': 'keburu', 'kenyang': 'kenyang', 'angiiinn': 'angiiinn', 'hrgny': 'hrgny', 'adakah': 'ada', 'spyletter': 'spyletter', 'tiati': 'tiati', 'kesambet': 'kesambet', 'setan': 'setan', 'oren': 'oren', 'kalap': 'kalap', 'tarikannya': 'tari', 'perasaan': 'asa', 'shopepayl': 'shopepayl', 'dicekout': 'dicekout', 'mang': 'mang', 'kcoret': 'kcoret', 'brubah': 'brubah', 'sbnernya': 'sbnernya', 'nie': 'nie', 'batman': 'batman', 'hang': 'hang', 'haram': 'haram', 'seeuai': 'seeuai', 'harapn': 'harapn', 'pikihan': 'pikihan', 'tept': 'tept', 'thx': 'thx', 'prtama': 'prtama', 'bratasnamakan': 'bratasnamakan', 'tkut': 'tkut', 'kteledorn': 'kteledorn', 'arahkan': 'arah', 'dlam': 'dlam', 'sgala': 'sgala', 'pembohong': 'bohong', 'kesbek': 'kesbek', 'teryata': 'teryata', 'mgg': 'mgg', 'expedisinya': 'expedisinya', 'diawal': 'awal', 'hadeeeh': 'hadeeeh', 'haduuuuhh': 'haduuuuhh', 'tegurannya': 'tegur', 'lempar': 'lempar', 'sembarangan': 'sembarang', 'brpa': 'brpa', 'puuuuuuuaaaaaaaassssssss': 'puuuuuuuaaaaaaaassssssss', 'indomar': 'indomar', 'pelayananny': 'pelayananny', 'mengecewakn': 'mengecewakn', 'onlineshop': 'onlineshop', 'khususny': 'khususny', 'prlu': 'prlu', 'review': 'review', 'spayletternya': 'spayletternya', 'dinaikan': 'naik', 'najis': 'najis', 'resolusi': 'resolusi', 'kamera': 'kamera', 'warna': 'warna', 'memutuskan': 'putus', 'packaging': 'packaging', 'kemasan': 'kemas', 'plastik': 'plastik', 'papperbag': 'papperbag', 'bngsd': 'bngsd', 'noh': 'noh', 'condong': 'condong', 'mengunjingi': 'mengunjingi', 'yuuk': 'yuuk', 'waru': 'waru', 'shg': 'shg', 'digunain': 'digunain', 'mendapatkannya': 'dapat', 'gaa': 'gaa', 'nipuuuuuuu': 'nipuuuuuuu', 'ngeklaim': 'ngeklaim', 'diposisi': 'posisi', 'fisik': 'fisik', 'manual': 'manual', 'membantuku': 'bantu', 'berhemat': 'hemat', 'offline': 'offline', 'daerahku': 'daerah', 'tnsper': 'tnsper', 'mhal': 'mhal', 'kcewa': 'kcewa', 'melanggar': 'langgar', 'retail': 'retail', 'motong': 'motong', 'jing': 'jing', 'rencana': 'rencana', 'nyicilan': 'nyicilan', 'isha': 'isha', 'bejlan': 'bejlan', 'alfamart': 'alfamart', 'ngeluh': 'ngeluh', 'ikhlas': 'ikhlas', 'makein': 'makein', 'aing': 'aing', 'lemoooooooooooooooooooooooo': 'lemoooooooooooooooooooooooo', 'oooo': 'oooo', 'oooooooooooooooot': 'oooooooooooooooot', 'wooooiiii': 'wooooiiii', 'nich': 'nich', 'asyik': 'asyik', 'looo': 'looo', 'membatesi': 'membatesi', 'muak': 'muak', 'dibiarkan': 'biar', 'postingan': 'postingan', 'kemall': 'kemall', 'or': 'or', 'thanx': 'thanx', 'nawarin': 'nawarin', 'dulunya': 'dulunya', 'anjeng': 'anjeng', 'iphone': 'iphone', 'setting': 'setting', 'kgk': 'kgk', 'bot': 'bot', 'botnya': 'bot', 'ilangin': 'ilangin', 'plisssssssss': 'plisssssssss', 'bedak': 'bedak', 'pelembab': 'pelembab', 'kulit': 'kulit', 'infonya': 'info', 'wasalam': 'wasalam', 'aplksh': 'aplksh', 'trnyata': 'trnyata', 'beritahu': 'beritahu', 'was': 'was', 'dapatin': 'dapatin', 'kga': 'kga', 'konter': 'konter', 'gaisssss': 'gaisssss', 'teruuuusss': 'teruuuusss', 'tes': 'tes', 'master': 'master', 'domino': 'domino', 'join': 'join', 'keduabelah': 'keduabelah', 'dengar': 'dengar', 'memperdulikan': 'duli', 'ditunggu': 'tunggu', 'bsk': 'bsk', 'gamasuk': 'gamasuk', 'small': 'small', 'bussines': 'bussines', 'modalnya': 'modal', 'gakbisa': 'gakbisa', 'diputar': 'putar', 'modal': 'modal', 'terdaftar': 'daftar', 'comen': 'comen', 'mengunakan': 'mengunakan', 'resi': 'resi', 'timbul': 'timbul', 'syrat': 'syrat', 'dibelanjakan': 'belanja', 'akhirny': 'akhirny', 'ngehang': 'ngehang', 'belania': 'belania', 'berikutny': 'berikutny', 'penyedian': 'dian', 'kios': 'kios', 'focher': 'focher', 'terkhususnya': 'khusus', 'bergerak': 'gerak', 'bidang': 'bidang', 'pertanian': 'tani', 'perkebunan': 'kebun', 'youtuber': 'youtuber', 'sekaliiii': 'sekaliiii', 'yauda': 'yauda', 'ready': 'ready', 'robot': 'robot', 'presisi': 'presisi', 'terkesan': 'kes', 'sistematis': 'sistematis', 'ekpestasi': 'ekpestasi', 'jaman': 'jaman', 'marketshop': 'marketshop', 'kurangg': 'kurangg', 'huuuuuu': 'huuuuuu', 'prasangka': 'prasangka', 'negatif': 'negatif', 'bingiitttt': 'bingiitttt', 'fast': 'fast', 'makasihh': 'makasihh', 'amanaaaaah': 'amanaaaaah', 'pertahankannnn': 'pertahankannnn', 'baterai': 'baterai', 'ckck': 'ckck', 'pembiayaan': 'biaya', 'pembelanjaan': 'belanja', 'jalannya': 'jalan', 'duaduanya': 'duaduanya', 'jorjoran': 'jorjoran', 'sukes': 'sukes', 'bahaya': 'bahaya', 'pkoknya': 'pkoknya', 'bayangkan': 'bayang', 'skitar': 'skitar', 'menit': 'menit', 'menebar': 'tebar', 'berkah': 'berkah', 'sangt': 'sangt', 'cairin': 'cairin', 'cas': 'cas', 'limmit': 'limmit', 'carin': 'carin', 'cepetan': 'cepetan', 'dihadirkan': 'hadir', 'dioprasikan': 'dioprasikan', 'permisi': 'permisi', 'bca': 'bca', 'paynya': 'paynya', 'ml': 'ml', 'mbps': 'mbps', 'membntu': 'membntu', 'bangeetttttt': 'bangeetttttt', 'pelanggannya': 'langgan', 'playleter': 'playleter', 'mbangking': 'mbangking', 'dishopeepay': 'dishopeepay', 'buram': 'buram', 'retas': 'retas', 'alahamdulilah': 'alahamdulilah', 'semaikin': 'semaikin', 'bertahan': 'tahan', 'tukang': 'tukang', 'scame': 'scame', 'nopu': 'nopu', 'asu': 'asu', 'kekirim': 'kirim', 'woi': 'woi', 'asw': 'asw', 'collab': 'collab', 'huu': 'huu', 'longgar': 'longgar', 'jebakan': 'jebak', 'betmen': 'betmen', 'shopeefoodnya': 'shopeefoodnya', 'naikin': 'naikin', 'ketiganya': 'tiga', 'selangit': 'langit', 'tertarik': 'tarik', 'menggunakannya': 'guna', 'msalah': 'msalah', 'maunya': 'mau', 'tahunan': 'tahun', 'consumen': 'consumen', 'clasic': 'clasic', 'sampek': 'sampek', 'ibuk': 'ibuk', 'sepuh': 'sepuh', 'wkakakakak': 'wkakakakak', 'peluang': 'peluang', 'home': 'home', 'industri': 'industri', 'obat': 'obat', 'dikatain': 'dikatain', 'menghindar': 'hindar', 'sesi': 'sesi', 'nyambubg': 'nyambubg', 'rumit': 'rumit', 'fer': 'fer', 'berbicara': 'bicara', 'beranda': 'beranda', 'unstal': 'unstal', 'ajaa': 'ajaa', 'pensiun': 'pensiun', 'dnk': 'dnk', 'pelacakan': 'lacak', 'notipikasi': 'notipikasi', 'mantapppp': 'mantapppp', 'penipunya': 'tipu', 'jugaaa': 'jugaaa', 'kejutan': 'kejut', 'terfasilitasi': 'fasilitas', 'penasaran': 'penasaran', 'fire': 'fire', 'load': 'load', 'teruuuss': 'teruuuss', 'realpic': 'realpic', 'kehadiran': 'hadir', 'samsek': 'samsek', 'memperlambat': 'lambat', 'gadateng': 'gadateng', 'de': 'de', 'dibawa': 'bawa', 'pt': 'pt', 'gabut': 'gabut', 'blokirin': 'blokirin', 'grb': 'grb', 'samain': 'samain', 'ckckckckckck': 'ckckckckckck', 'teriak': 'teriak', 'motor': 'motor', 'motornya': 'motor', 'dimatiin': 'dimatiin', 'risih': 'risih', 'pengin': 'pengin', 'zalora': 'zalora', 'sbgian': 'sbgian', 'disimpan': 'simpan', 'quota': 'quota', 'ituu': 'ituu', 'muraah': 'muraah', 'mengecewakann': 'mengecewakann', 'lansink': 'lansink', 'ditanggapi': 'tanggap', 'munkin': 'munkin', 'om': 'om', 'gang': 'gang', 'diedit': 'edit', 'gmap': 'gmap', 'arahan': 'arah', 'ditulis': 'tulis', 'karakter': 'karakter', 'sdank': 'sdank', 'buwanget': 'buwanget', 'request': 'request', 'failed': 'failed', 'really': 'really', 'goblokk': 'goblokk', 'boong': 'boong', 'diterakan': 'tera', 'invoice': 'invoice', 'mengatasi': 'atas', 'besoknya': 'besok', 'tbtb': 'tbtb', 'saldoo': 'saldoo', 'file': 'file', 'gabungin': 'gabungin', 'puzel': 'puzel', 'prubhan': 'prubhan', 'sblm': 'sblm', 'shopelater': 'shopelater', 'bnga': 'bnga', 'grts': 'grts', 'ongkr': 'ongkr', 'shrusnya': 'shrusnya', 'mendng': 'mendng', 'ongkrnya': 'ongkrnya', 'perbhn': 'perbhn', 'trnin': 'trnin', 'kekecewaan': 'kecewa', 'pembelinya': 'bel', 'anj': 'anj', 'usul': 'usul', 'menyaingi': 'saing', 'gojek': 'gojek', 'laninya': 'laninya', 'terkenal': 'kenal', 'penjuru': 'penjuru', 'marketing': 'marketing', 'diselekai': 'leka', 'diperjual': 'jual', 'belikan': 'belikan', 'yaaaa': 'yaaaa', 'dibanyakin': 'dibanyakin', 'padagal': 'padagal', 'membludak': 'membludak', 'aupdate': 'aupdate', 'kepasang': 'pasang', 'care': 'care', 'over': 'over', 'ory': 'ory', 'wort': 'wort', 'buangeeet': 'buangeeet', 'satisfaction': 'satisfaction', 'whatsapp': 'whatsapp', 'cantumkan': 'cantum', 'pemesan': 'mes', 'fan': 'fan', 'baramg': 'baramg', 'taruh': 'taruh', 'pengirman': 'pengirman', 'piha': 'piha', 'stadarisasi': 'stadarisasi', 'cewa': 'cewa', 'unsintal': 'unsintal', 'huhhhh': 'huhhhh', 'ngajukan': 'ngajukan', 'diperlengkap': 'lengkap', 'seler': 'seler', 'costemernya': 'costemernya', 'dedan': 'dedan', 'kbuka': 'kbuka', 'pembyran': 'pembyran', 'msukin': 'msukin', 'onnline': 'onnline', 'gosend': 'gosend', 'sampaisampai': 'sampaisampai', 'pc': 'pc', 'ecpres': 'ecpres', 'bengekk': 'bengekk', 'mesin': 'mesin', 'coper': 'coper', 'spoee': 'spoee', 'mesanan': 'mesan', 'terimah': 'terimah', 'japri': 'japri', 'trzzz': 'trzzz', 'digitalnya': 'digital', 'medote': 'medote', 'gapake': 'gapake', 'buatt': 'buatt', 'dipikir': 'pikir', 'mgkin': 'mgkin', 'sbb': 'sbb', 'bermaslah': 'mas', 'anter': 'anter', 'sttus': 'sttus', 'kelokasi': 'lokasi', 'bgto': 'bgto', 'smpek': 'smpek', 'psan': 'psan', 'psanan': 'psanan', 'brlaku': 'brlaku', 'dttp': 'dttp', 'keterlambatan': 'lambat', 'banyan': 'banyan', 'banking': 'banking', 'spl': 'spl', 'bayaran': 'bayar', 'vochernya': 'vochernya', 'tarif': 'tarif', 'segtu': 'segtu', 'worth': 'worth', 'menghasilkan': 'hasil', 'pahami': 'paham', 'liatnya': 'liat', 'carinya': 'cari', 'hahah': 'hahah', 'ngaka': 'ngaka', 'bubuk': 'bubuk', 'tibanya': 'tiba', 'dikecewakan': 'kecewa', 'jembot': 'jembot', 'looodiiiiing': 'looodiiiiing', 'diperbaharui': 'baharu', 'leeemoot': 'leeemoot', 'lodiing': 'lodiing', 'gwe': 'gwe', 'kiprop': 'kiprop', 'vixion': 'vixion', 'lebel': 'lebel', 'karung': 'karung', 'filtirenya': 'filtirenya', 'jepas': 'jepas', 'yaangg': 'yaangg', 'persulitkan': 'sulit', 'sopiiiii': 'sopiiiii', 'pengantar': 'antar', 'koordinasi': 'koordinasi', 'berpengaruh': 'pengaruh', 'hiasan': 'hias', 'can': 'can', 'use': 'use', 'that': 'that', 'tho': 'tho', 'gopay': 'gopay', 'waaah': 'waaah', 'marketplacenya': 'marketplacenya', 'desainnya': 'desain', 'buak': 'buak', 'baiki': 'baik', 'aplikasiynya': 'aplikasiynya', 'bu': 'bu', 'trf': 'trf', 'kampretlah': 'kampret', 'chakoute': 'chakoute', 'busa': 'busa', 'rebu': 'rebu', 'ortu': 'ortu', 'tolonggggg': 'tolonggggg', 'tidakan': 'tidak', 'shopiii': 'shopiii', 'adn': 'adn', 'tingkatkn': 'tingkatkn', 'pngaturan': 'pngaturan', 'bertindak': 'tindak', 'whatsap': 'whatsap', 'menyertakan': 'serta', 'kejadiannya': 'jadi', 'pencurian': 'curi', 'hapeku': 'hapeku', 'penjualnya': 'jual', 'fc': 'fc', 'kegunaan': 'guna', 'digunakannya': 'guna', 'seandainya': 'anda', 'disanya': 'disanya', 'reedem': 'reedem', 'ff': 'ff', 'bocil': 'bocil', 'pencariannya': 'cari', 'hitungan': 'hitung', 'mem': 'mem', 'filter': 'filter', 'karea': 'karea', 'jawabanya': 'jawabanya', 'merchant': 'merchant', 'singkat': 'singkat', 'diskripsi': 'skripsi', 'setujui': 'tuju', 'berhari': 'hari', 'nlpon': 'nlpon', 'ngbantu': 'ngbantu', 'dipisahkan': 'pisah', 'mencarinya': 'cari', 'ancurrrrrrrrr': 'ancurrrrrrrrr', 'ancurrrrr': 'ancurrrrr', 'pengirimanya': 'pengirimanya', 'semulanya': 'mula', 'newbie': 'newbie', 'gonya': 'gonya', 'olduser': 'olduser', 'sedih': 'sedih', 'derajat': 'derajat', 'titik': 'titik', 'keluarin': 'keluarin', 'beramal': 'amal', 'mesen': 'mesen', 'boneka': 'boneka', 'bobba': 'bobba', 'jepitan': 'jepit', 'rambut': 'rambut', 'merugihkan': 'merugihkan', 'payung': 'payung', 'hukum': 'hukum', 'maksh': 'maksh', 'amplikasi': 'amplikasi', 'kepasar': 'pasar', 'untunk': 'untunk', 'tanggap': 'tanggap', 'ngeletakin': 'ngeletakin', 'nganter': 'nganter', 'dilempar': 'lempar', 'gataunya': 'gataunya', 'splayter': 'splayter', 'manjakan': 'manja', 'riibet': 'riibet', 'kupakai': 'pakai', 'mencintai': 'cinta', 'sanagn': 'sanagn', 'mepermudah': 'mepermudah', 'mama': 'mama', 'aplagi': 'aplagi', 'palyater': 'palyater', 'berkalikali': 'berkalikali', 'digitalisasi': 'digitalisasi', 'kemajuan': 'maju', 'iptek': 'iptek', 'tersaingi': 'saing', 'negara': 'negara', 'asing': 'asing', 'pening': 'pening', 'kunjungi': 'kunjung', 'delay': 'delay', 'terperca': 'perca', 'berbenah': 'benah', 'nyerah': 'nyerah', 'complain': 'complain', 'pokokkknya': 'pokokkknya', 'manteeeep': 'manteeeep', 'mengesankan': 'kesan', 'prihal': 'prihal', 'cuga': 'cuga', 'andalanku': 'andal', 'bermain': 'main', 'putusin': 'putusin', 'maslahnya': 'maslahnya', 'imbas': 'imbas', 'kubutuhkan': 'butuh', 'diperlambat': 'lambat', 'populer': 'populer', 'upss': 'upss', 'minimum': 'minimum', 'dapetnya': 'dapetnya', 'nyatakan': 'nyata', 'livechat': 'livechat', 'sarankn': 'sarankn', 'max': 'max', 'nyimpan': 'nyimpan', 'tf': 'tf', 'dm': 'dm', 'bales': 'bales', 'hadeuh': 'hadeuh', 'sshhooppeee': 'sshhooppeee', 'urusan': 'urus', 'menengah': 'tengah', 'pisan': 'pis', 'featur': 'featur', 'minim': 'minim', 'memberatkan': 'berat', 'udahlah': 'udahlah', 'rek': 'rek', 'tera': 'tera', 'atasi': 'atas', 'fair': 'fair', 'telp': 'telp', 'perintah': 'perintah', 'bis': 'bis', 'aflikasi': 'aflikasi', 'smkin': 'smkin', 'sran': 'sran', 'aplikasix': 'aplikasix', 'trkadan': 'trkadan', 'produkx': 'produkx', 'ngelek': 'ngelek', 'butuhnya': 'butuh', 'jnck': 'jnck', 'limits': 'limits', 'leater': 'leater', 'toge': 'toge', 'oncom': 'oncom', 'pelaporan': 'lapor', 'bijakan': 'bijak', 'kelg': 'kelg', 'tolg': 'tolg', 'nopol': 'nopol', 'kendaraan': 'kendara', 'trtera': 'trtera', 'penampilan': 'tampil', 'pakaian': 'pakai', 'pendek': 'pendek', 'sandal': 'sandal', 'he': 'he', 'ongk': 'ongk', 'napa': 'napa', 'gratisannya': 'gratis', 'heppy': 'heppy', 'bahasa': 'bahasa', 'bungannya': 'bung', 'bobrok': 'bobrok', 'penagihan': 'tagih', 'dendanya': 'denda', 'legal': 'legal', 'kaum': 'kaum', 'utang': 'utang', 'mencekik': 'cekik', 'rentenir': 'rentenir', 'kepepet': 'pepet', 'dipasar': 'pasar', 'bgttt': 'bgttt', 'bangus': 'bangus', 'mengecawakan': 'cawak', 'mntap': 'mntap', 'membanggakan': 'bangga', 'kendorr': 'kendorr', 'manfaat': 'manfaat', 'sueeeeerrr': 'sueeeeerrr', 'tanggungan': 'tanggung', 'membayarnya': 'bayar', 'pencerahan': 'cerah', 'sla': 'sla', 'ajha': 'ajha', 'pelayanannyaa': 'pelayanannyaa', 'udab': 'udab', 'gapercayaa': 'gapercayaa', 'nikmatin': 'nikmatin', 'dipercayakan': 'percaya', 'melenceng': 'lenceng', 'pricelist': 'pricelist', 'tipuan': 'tipu', 'semakin': 'makin', 'dehhhh': 'dehhhh', 'smgt': 'smgt', 'poromo': 'poromo', 'apah': 'apah', 'bodong': 'bodong', 'lemoot': 'lemoot', 'nyri': 'nyri', 'loding': 'loding', 'hdeeeeeeh': 'hdeeeeeeh', 'pembayara': 'pembayara', 'shoopepay': 'shoopepay', 'sebelumya': 'sebelumya', 'berlomba': 'lomba', 'jas': 'jas', 'hujan': 'hujan', 'axio': 'axio', 'trowongan': 'trowongan', 'siput': 'siput', 'nyimpen': 'nyimpen', 'relain': 'relain', 'antri': 'antri', 'menipulh': 'menipulh', 'cantumin': 'cantumin', 'menghubunginya': 'hubung', 'titipin': 'titipin', 'ulasannya': 'ulas', 'economi': 'economi', 'jnteconomi': 'jnteconomi', 'inti': 'inti', 'menemui': 'temu', 'diulang': 'ulang', 'diturunkan': 'turun', 'terbiasa': 'biasa', 'diselip': 'selip', 'selipkan': 'selip', 'rentang': 'rentang', 'maks': 'maks', 'itung': 'itung', 'bentar': 'bentar', 'cikarang': 'cikarang', 'cibarusa': 'cibarusa', 'kirm': 'kirm', 'drop': 'drop', 'mendukunya': 'duku', 'hoby': 'hoby', 'duper': 'duper', 'ekspress': 'ekspress', 'mumpuni': 'mumpuni', 'maksain': 'maksain', 'operasi': 'operasi', 'ketahan': 'tahan', 'terjaga': 'jaga', 'prosesnya': 'proses', 'dimohon': 'mohon', 'direkomendasi': 'rekomendasi', 'utamakan': 'utama', 'dibelain': 'bain', 'sangat mengecewakan': 'sangat kecewa', 'sukai': 'suka', 'ahir': 'ahir', 'kebayang': 'bayang', 'keceng': 'keceng', 'keliatan': 'liat', 'protes': 'protes', 'dipilh': 'dipilh', 'jelak': 'jelak', 'drama': 'drama', 'gambarnya': 'gambar', 'ngecewain': 'ngecewain', 'peringatannya': 'ingat', 'tempelan': 'tempel', 'sortir': 'sortir', 'bergabung': 'gabung', 'antareja': 'antareja', 'berhati': 'hati', 'alihkan': 'alih', 'mengguna': 'guna', 'briva': 'briva', 'penarikanya': 'penarikanya', 'toolong': 'toolong', 'jagain': 'jagain', 'manfaatnya': 'manfaat', 'permurah': 'murah', 'ngintilll': 'ngintilll', 'kerjaannya': 'kerja', 'bangunan': 'bangun', 'kebakaran': 'bakar', 'amiinn': 'amiinn', 'yarobbal': 'yarobbal', 'alamin': 'alamin', 'muluu': 'muluu', 'kasar': 'kasar', 'teruntuk': 'untuk', 'reload': 'reload', 'dikeluarkan': 'keluar', 'sinyalnya': 'sinyal', 'ngalahin': 'ngalahin', 'instagram': 'instagram', 'muadah': 'muadah', 'mndg': 'mndg', 'porsi': 'porsi', 'nasi': 'nasi', 'padang': 'padang', 'mikirin': 'mikirin', 'gimananya': 'gimananya', 'terkendala': 'kendala', 'tulisanya': 'tulisanya', 'unggulnya': 'unggul', 'noti': 'not', 'pikasi': 'pikasi', 'liter': 'liter', 'mala': 'mala', 'mnta': 'mnta', 'planggn': 'planggn', 'kelallaian': 'kelallaian', 'bekerjasama': 'bekerjasama', 'konpensasi': 'konpensasi', 'tapinya': 'tapi', 'menunya': 'menu', 'ftv': 'ftv', 'memasukkan': 'masuk', 'nik': 'nik', 'persaingan': 'saing', 'ganas': 'ganas', 'totalan': 'total', 'ponsel': 'ponsel', 'coment': 'coment', 'bes': 'bes', 'updatenya': 'updatenya', 'patenkan': 'paten', 'nomber': 'nomber', 'beranak': 'anak', 'follow': 'follow', 'apaapa': 'apaapa', 'kesiapa': 'siapa', 'sori': 'sori', 'bensin': 'bensin', 'percepa': 'percepa', 'lebi': 'lebi', 'oli': 'oli', 'nanggung': 'nanggung', 'langka': 'langka', 'close': 'close', 'baek': 'baek', 'memahami': 'paham', 'terulang': 'ulang', 'mupun': 'mu', 'pengertiannya': 'erti', 'berjaya': 'jaya', 'niatnya': 'niat', 'kupikir': 'pikir', 'batesin': 'batesin', 'nyah': 'nyah', 'extra': 'extra', 'tlpnnya': 'tlpnnya', 'diklik': 'klik', 'verifikasinya': 'verifikasi', 'nangis': 'nang', 'perlancar': 'lancar', 'menungguh': 'menungguh', 'siap': 'siap', 'perayaratan': 'perayaratan', 'ninggalin': 'ninggalin', 'pnjual': 'pnjual', 'tegur': 'tegur', 'nyata': 'nyata', 'delete': 'delete', 'realisasi': 'realisasi', 'lngganan': 'lngganan', 'lagilah': 'lagi', 'emasnya': 'emas', 'publik': 'publik', 'imingi': 'imingi', 'grtais': 'grtais', 'endak': 'endak', 'keputusan': 'putus', 'ak': 'ak', 'ngaruh': 'ngaruh', 'catat': 'catat', 'menyepelekan': 'sepele', 'haknya': 'hak', 'ranah': 'ranah', 'suara': 'suara', 'malu': 'malu', 'meeting': 'meeting', 'rapat': 'rapat', 'berbunyi': 'bunyi', 'dark': 'dark', 'mode': 'mode', 'nyilaukan': 'nyilaukan', 'plisss': 'plisss', 'pelajar': 'ajar', 'sablon': 'sablon', 'saranin': 'saranin', 'kuis': 'kuis', 'mininal': 'mal', 'terpilih': 'pilih', 'balasnnya': 'balasnnya', 'curently': 'curently', 'bussy': 'bussy', 'kembangin': 'kembangin', 'lakukan': 'laku', 'ovo': 'ovo', 'prodok': 'prodok', 'percobaan': 'coba', 'bestlaa': 'bestlaa', 'ucapkan': 'ucap', 'lindungi': 'lindung', 'kotak': 'kotak', 'mysteri': 'mysteri', 'berbahaya': 'bahaya', 'korban': 'korban', 'apkikasi': 'apkikasi', 'gratiis': 'gratiis', 'sampenya': 'sampenya', 'retus': 'retus', 'oppo': 'oppo', 'keluaran': 'keluar', 'samsung': 'samsung', 'dihilangkan': 'hilang', 'memperberat': 'berat', 'nunggak': 'nunggak', 'menyebarluaskan': 'menyebarluaskan', 'awalan': 'awal', 'kaki': 'kaki', 'kepala': 'kepala', 'jelass': 'jelass', 'senilai': 'nila', 'menagih': 'tagih', 'dipunya': 'punya', 'jth': 'jth', 'pantes': 'pantes', 'barakallah': 'barakallah', 'melimpah': 'limpah', 'beras': 'beras', 'klaimnya': 'klaim', 'reset': 'reset', 'kejelasannya': 'jelas', 'stack': 'stack', 'tersisa': 'sisa', 'pecahkan': 'pecah', 'level': 'level', 'im': 'im', 'mengaktifkannya': 'aktif', 'soft': 'soft', 'gun': 'gun', 'aksesoris': 'aksesoris', 'kerasa': 'rasa', 'melawan': 'lawan', 'terbaiknya': 'baik', 'elah': 'elah', 'my': 'my', 'fav': 'fav', 'dinyatakan': 'nyata', 'ketumpuk': 'tumpuk', 'menanggung': 'tanggung', 'ditelusuri': 'telusur', 'apalgi': 'apalgi', 'mengatur': 'atur', 'smga': 'smga', 'lw': 'lw', 'ngebantu': 'ngebantu', 'ngepas': 'ngepas', 'disisakan': 'sisa', 'seharga': 'harga', 'beralasan': 'alas', 'mafia': 'mafia', 'trll': 'trll', 'disemua': 'semua', 'setahun': 'tahun', 'ditandon': 'tandon', 'diperjelas': 'jelas', 'unistall': 'unistall', 'pelayananya': 'pelayananya', 'raib': 'raib', 'penyajian': 'saji', 'ngikutin': 'ngikutin', 'operasional': 'operasional', 'halah': 'halah', 'membanding': 'banding', 'inspiring': 'inspiring', 'batin': 'batin', 'shopeexpress': 'shopeexpress', 'semangkin': 'semangkin', 'simput': 'simput', 'tagihanya': 'tagihanya', 'penangannya': 'nang', 'reseller': 'reseller', 'keuntungannya': 'untung', 'pencahayaan': 'cahaya', 'ruangan': 'ruang', 'redup': 'redup', 'silau': 'silau', 'kemata': 'mata', 'tema': 'tema', 'merangkap': 'rangkap', 'munculin': 'munculin', 'penumpang': 'tumpang', 'penumpangnya': 'tumpang', 'diusahakan': 'usaha', 'gpp': 'gpp', 'menahan': 'tahan', 'sampai': 'sampai', 'kedaan': 'kedaan', 'tertunda': 'tunda', 'kemudahannya': 'mudah', 'premium': 'premium', 'seriusan': 'serius', 'kembalian': 'kembali', 'berkeluh': 'keluh', 'kesah': 'kesah', 'cust': 'cust', 'barusan': 'barusan', 'chatting': 'chatting', 'rumahku': 'rumah', 'diplosok': 'diplosok', 'bermil': 'mil', 'kelilingi': 'keliling', 'dipulihkan': 'pulih', 'letak': 'letak', 'salahnya': 'salah', 'jualnya': 'jual', 'mengatar': 'atar', 'digagalkan': 'gagal', 'gituu': 'gituu', 'lcd': 'lcd', 'layani': 'layan', 'balasan': 'balas', 'dilapor': 'lapor', 'seumur': 'umur', 'terhibur': 'hibur', 'dijadiin': 'dijadiin', 'semejak': 'semejak', 'utuk': 'utuk', 'pamflet': 'pamflet', 'gps': 'gps', 'seberat': 'berat', 'diupadate': 'diupadate', 'balikan': 'balik', 'history': 'history', 'didengar': 'dengar', 'gapapa': 'gapapa', 'malamnya': 'malam', 'mim': 'mim', 'performance': 'performance', 'diharapkan': 'harap', 'spayleater': 'spayleater', 'nazar': 'nazar', 'handalkan': 'handalkan', 'rutenya': 'rute', 'tol': 'tol', 'nyakut': 'nyakut', 'trejadi': 'trejadi', 'dievaluasi': 'evaluasi', 'bosan': 'bosan', 'konsomen': 'konsomen', 'aduuh': 'aduuh', 'mantulll': 'mantulll', 'takantul': 'takantul', 'kantul': 'kantul', 'kemasukan': 'masuk', 'kuda': 'kuda', 'retakin': 'retakin', 'pala': 'pala', 'dikolom': 'kolom', 'denganmu': 'dengan', 'jakarta': 'jakarta', 'selebihnya': 'lebih', 'you': 'you', 'pengemasannya': 'emas', 'tangga': 'tangga', 'melengkapi': 'lengkap', 'shopeepayleter': 'shopeepayleter', 'nabung': 'nabung', 'kesalahannya': 'salah', 'sekira': 'sekira', 'belit': 'belit', 'apliaksi': 'apliaksi', 'aje': 'aje', 'terjepit': 'jepit', 'pemotongan': 'potong', 'adu': 'adu', 'telunjuk': 'telunjuk', 'kesemutan': 'semut', 'menerus': 'terus', 'berkeliaran': 'liar', 'penagawasan': 'penagawasan', 'ketat': 'ketat', 'seblm': 'seblm', 'dikemanain': 'dikemanain', 'ngeklik': 'ngeklik', 'bawaannya': 'bawa', 'uinstal': 'uinstal', 'shoopenya': 'shoopenya', 'dibukanya': 'buka', 'ratingnya': 'ratingnya', 'jeleknya': 'jelek', 'njir': 'njir', 'cardnya': 'cardnya', 'gthu': 'gthu', 'menyusul': 'susul', 'dipercepat': 'cepat', 'andai': 'andai', 'dahh': 'dahh', 'dimengerti': 'erti', 'mengkecewakann': 'mengkecewakann', 'karatan': 'karat', 'indosat': 'indosat', 'diambiil': 'diambiil', 'keamanannya': 'aman', 'kemasannya': 'kemas', 'duitnya': 'duit', 'pey': 'pey', 'ekspetasi': 'ekspetasi', 'ngontrol': 'ngontrol', 'dikarnakan': 'dikarnakan', 'pakau': 'pakau', 'pendaftatran': 'pendaftatran', 'dibanjarmasin': 'dibanjarmasin', 'diharuskan': 'harus', 'ngapus': 'ngapus', 'mertua': 'mertua', 'sedihh': 'sedihh', 'bnja': 'bnja', 'memudahan': 'mudah', 'kebuthan': 'kebuthan', 'tekan': 'tekan', 'pengaktifan': 'aktif', 'shopeepayplus': 'shopeepayplus', 'hmm': 'hmm', 'terkendali': 'kendali', 'transportasi': 'transportasi', 'shopeey': 'shopeey', 'dowloand': 'dowloand', 'awalku': 'awal', 'mengecewakaaaannn': 'mengecewakaaaannn', 'teknis': 'teknis', 'balek': 'balek', 'hbs': 'hbs', 'ngegantung': 'ngegantung', 'kepakai': 'pakai', 'closed': 'closed', 'disetting': 'disetting', 'kaitan': 'kait', 'jamnya': 'jam', 'pekerja': 'kerja', 'otomatisnya': 'otomatis', 'menampilakan': 'menampilakan', 'dibantu': 'bantu', 'personal': 'personal', 'sub': 'sub', 'anji': 'anji', 'bbaaannngggssaaatttt': 'bbaaannngggssaaatttt', 'servisnya': 'servis', 'komplainan': 'komplain', 'idiot': 'idiot', 'ditengah': 'tengah', 'vidio': 'vidio', 'putus': 'putus', 'appnya': 'appnya', 'ps': 'ps', 'alhamdulilha': 'alhamdulilha', 'benlanja': 'benlanja', 'logis': 'logis', 'xpengajuan': 'xpengajuan', 'piutang': 'piutang', 'menggecawakan': 'menggecawakan', 'olok': 'olok', 'letter': 'letter', 'keliatas': 'keliatas', 'dipesanan': 'pesan', 'dicicil': 'cicil', 'menganggu': 'menganggu', 'iklanmu': 'iklan', 'taikkkkkkk': 'taikkkkkkk', 'trbaru': 'trbaru', 'baguslah': 'bagus', 'tukar': 'tukar', 'nongolnya': 'nongol', 'lalod': 'lalod', 'leeemootttttt': 'leeemootttttt', 'paaarah': 'paaarah', 'bangeeet': 'bangeeet', 'banter': 'banter', 'tipsnya': 'tipsnya', 'work': 'work', 'lte': 'lte', 'diabaikan': 'abai', 'ngomong': 'ngomong', 'chatt': 'chatt', 'dilayanin': 'dilayanin', 'rasain': 'rasain', 'rekom': 'rekom', 'kaktus': 'kaktus', 'kabel': 'kabel', 'headset': 'headset', 'dicapai': 'capai', 'wkwkwkw': 'wkwkwkw', 'batasan': 'batas', 'ngaku': 'ngaku', 'bejibun': 'bejibun', 'outsource': 'outsource', 'berlanja': 'lanja', 'syukaaa': 'syukaaa', 'cemana': 'cemana', 'buatnya': 'buat', 'freesale': 'freesale', 'hambatan': 'hambat', 'gilirana': 'gilirana', 'ngegundel': 'ngegundel', 'kelar': 'kelar', 'koleceran': 'koleceran', 'diback': 'diback', 'jlk': 'jlk', 'keran': 'keran', 'abisss': 'abisss', 'contohnya': 'contoh', 'pendemin': 'din', 'dimngrti': 'dimngrti', 'sring': 'sring', 'promosi': 'promosi', 'costomr': 'costomr', 'srvis': 'srvis', 'perfect': 'perfect', 'hubungin': 'hubungin', 'bgni': 'bgni', 'kepercayaanya': 'kepercayaanya', 'ngelex': 'ngelex', 'bebankan': 'beban', 'lhoooo': 'lhoooo', 'bhocil': 'bhocil', 'banh': 'banh', 'buatkan': 'buat', 'disatukan': 'satu', 'exspedisi': 'exspedisi', 'butuhin': 'butuhin', 'ternyta': 'ternyta', 'pswd': 'pswd', 'pbelajaan': 'pbelajaan', 'pos': 'pos', 'tokoya': 'tokoya', 'mahalll': 'mahalll', 'dicarikan': 'cari', 'berjauhan': 'jauh', 'memadai': 'pada', 'ferivikasi': 'ferivikasi', 'gina': 'gina', 'shopeepey': 'shopeepey', 'tolang': 'tolang', 'terberat': 'berat', 'bangeetz': 'bangeetz', 'otw': 'otw', 'dijalan': 'jalan', 'kinerjanya': 'kerja', 'ditampilkan': 'tampil', 'sepanjangasa': 'sepanjangasa', 'semenit': 'menit', 'nantang': 'nantang', 'gelud': 'gelud', 'thnk': 'thnk', 'chicik': 'chicik', 'cikalia': 'cikalia', 'onlinenya': 'onlinenya', 'kooo': 'kooo', 'codapay': 'codapay', 'onkirnya': 'onkirnya', 'cu': 'cu', 'ambel': 'ambel', 'nlom': 'nlom', 'terduga': 'duga', 'strategi': 'strategi', 'mengikat': 'ikat', 'sejahtera': 'sejahtera', 'mitranya': 'mitra', 'biarpun': 'biarpun', 'punyaku': 'punya', 'internalnya': 'internal', 'paraaaah': 'paraaaah', 'updated': 'updated', 'hatinya': 'hati', 'karier': 'karier', 'now': 'now', 'primer': 'primer', 'sekunder': 'sekunder', 'memanjakan': 'manja', 'mantaappp': 'mantaappp', 'diuntungkan': 'untung', 'sold': 'sold', 'finansial': 'finansial', 'ikutin': 'ikutin', 'telponnya': 'telpon', 'defelover': 'defelover', 'subtotalnya': 'subtotalnya', 'berkelanjutan': 'lanjut', 'bangettttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt': 'bangettttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt', 'paan': 'paan', 'gd': 'gd', 'bedanye': 'bedanye', 'daptr': 'daptr', 'shopipaynya': 'shopipaynya', 'untu': 'untu', 'danaku': 'dana', 'terapgret': 'terapgret', 'clasik': 'clasik', 'huhh': 'huhh', 'blh': 'blh', 'jaringn': 'jaringn', 'memprioritaskan': 'prioritas', 'shoper': 'shoper', 'stahun': 'stahun', 'sederhana': 'sederhana', 'mengaksesnya': 'akses', 'blank': 'blank', 'sentuh': 'sentuh', 'kondisinya': 'kondisi', 'kwantitas': 'kwantitas', 'dev': 'dev', 'bacaannya': 'baca', 'neruskan': 'nus', 'heh': 'heh', 'og': 'og', 'sehh': 'sehh', 'bogor': 'bogor', 'diutamakan': 'utama', 'bayarpun': 'bayar', 'dibeku': 'beku', 'peringatan': 'ingat', 'abang': 'abang', 'lanjutan': 'lanjut', 'catatan': 'catat', 'stuk': 'stuk', 'kebaca': 'baca', 'restonya': 'restonya', 'maksimalkan': 'maksimal', 'sameday': 'sameday', 'databsudah': 'databsudah', 'detil': 'detil', 'perintahkan': 'perintah', 'bangke': 'bangke', 'cr': 'cr', 'endorse': 'endorse', 'ngerespon': 'ngerespon', 'cuiihhh': 'cuiihhh', 'mendonload': 'mendonload', 'aekarang': 'aekarang', 'terbatasi': 'batas', 'sayah': 'sayah', 'puwas': 'puwas', 'berjuwalan': 'berjuwalan', 'sedit': 'sedit', 'terlemoooot': 'terlemoooot', 'daripadi': 'daripadi', 'palikasi': 'palikasi', 'redmi': 'redmi', 'infinix': 'infinix', 'note': 'note', 'lemooooott': 'lemooooott', 'tahap': 'tahap', 'nyelesaikan': 'nyelesaikan', 'solutif': 'solutif', 'hentikan': 'henti', 'aminnn': 'aminnn', 'mahallll': 'mahallll', 'wkwkwwww': 'wkwkwwww', 'kapitalis': 'kapitalis', 'serakah': 'serakah', 'ide': 'ide', 'pembaharuan': 'baharu', 'keblokir': 'blokir', 'superindo': 'superindo', 'terverivikasi': 'terverivikasi', 'ingatkan': 'ingat', 'mendadak': 'dadak', 'psnggunaan': 'psnggunaan', 'resinya': 'resi', 'interface': 'interface', 'akibatnya': 'akibat', 'disalahkan': 'salah', 'kejam': 'kejam', 'sangatt': 'sangatt', 'dwonload': 'dwonload', 'memasuki': 'pasuk', 'heart': 'heart', 'dalan': 'dal', 'ngalami': 'ngalami', 'dipaksa': 'paksa', 'pakoknya': 'pakoknya', 'mohhhhoooooooon': 'mohhhhoooooooon', 'diparbaiki': 'diparbaiki', 'let': 'let', 'go': 'go', 'kehalaman': 'halaman', 'diperangkat': 'perangkat', 'dilaporkan': 'lapor', 'ditutup': 'tutup', 'beh': 'beh', 'seblah': 'seblah', 'toleran': 'toleran', 'samapikan': 'samapikan', 'kembli': 'kembli', 'setelahnya': 'telah', 'nolak': 'nolak', 'menejernya': 'menejernya', 'cesbek': 'cesbek', 'hariannya': 'hari', 'diperbesar': 'besar', 'ngejar': 'ngejar', 'target': 'target', 'nukar': 'nukar', 'biarkan': 'biar', 'ramadhan': 'ramadhan', 'gedeg': 'gedeg', 'terukama': 'terukama', 'didapatkan': 'dapat', 'off': 'off', 'line': 'line', 'minuman': 'minum', 'obatan': 'obat', 'kepetluan': 'kepetluan', 'penunjang': 'tunjang', 'variatif': 'variatif', 'buget': 'buget', 'exis': 'exis', 'mempertahan': 'tahan', 'kebelakangan': 'belakang', 'minggunya': 'minggu', 'selo': 'selo', 'aplikaso': 'aplikaso', 'teratasi': 'atas', 'ngambilin': 'ngambilin', 'complit': 'complit', 'lagu': 'lagu', 'shiddiqiyyah': 'shiddiqiyyah', 'maze': 'maze', 'saputra': 'saputra', 'ape': 'ape', 'segan': 'segan', 'sungkan': 'sungkan', 'ipad': 'ipad', 'epet': 'epet', 'sapi': 'sapi', 'komisi': 'komisi', 'mao': 'mao', 'ketutup': 'tutup', 'tpt': 'tpt', 'kaget': 'kaget', 'asssww': 'asssww', 'kelong': 'kelong', 'kos': 'kos', 'pendapatan': 'dapat', 'jellas': 'jellas', 'depercaya': 'depercaya', 'mantaaaafff': 'mantaaaafff', 'diperingkat': 'peringkat', 'ketinggalan': 'tinggal', 'segini': 'gin', 'dimaksimalkan': 'maksimal', 'yukk': 'yukk', 'dipesen': 'sen', 'berkelas': 'kelas', 'sebbel': 'sebbel', 'menyusah': 'susah', 'tggl': 'tggl', 'ken': 'ken', 'ditawarin': 'ditawarin', 'ampass': 'ampass', 'npga': 'npga', 'kalbar': 'kalbar', 'overload': 'overload', 'kbps': 'kbps', 'dibawah': 'bawah', 'menguras': 'uras', 'facebook': 'facebook', 'jangn': 'jangn', 'bubar': 'bubar', 'anjirrt': 'anjirrt', 'denger': 'denger', 'pokonyamah': 'pokonyamah', 'dimasa': 'masa', 'pandemu': 'pandemu', 'pengancaman': 'ancam', 'collection': 'collection', 'muat': 'muat', 'walupun': 'walupun', 'nyamannya': 'nyaman', 'leasing': 'leasing', 'duwit': 'duwit', 'dpan': 'dpan', 'tompesss': 'tompesss', 'wes': 'wes', 'efek': 'efek', 'taiik': 'taiik', 'statemen': 'statemen', 'daftarnya': 'daftar', 'dipenuhi': 'penuh', 'terintegrasi': 'integrasi', 'datipada': 'datipada', 'ataupu': 'ataupu', 'kekk': 'kekk', 'inimah': 'inimah', 'foucer': 'foucer', 'dolnot': 'dolnot', 'pendeskripsian': 'deskripsi', 'estimasii': 'estimasi', 'noob': 'noob', 'bacon': 'bacon', 'anjir': 'anjir', 'rewel': 'rewel', 'maling': 'maling', 'margotop': 'margotop', 'kemas': 'kemas', 'rongsok': 'rongsok', 'asuu': 'asuu', 'laterx': 'laterx', 'tagihanx': 'tagihanx', 'digabungkan': 'gabung', 'dikontak': 'kontak', 'trimss': 'trimss', 'gtuu': 'gtuu', 'optimal': 'optimal', 'terlambat': 'lambat', 'sepatan': 'sepat', 'tangerang': 'tangerang', 'kedatangan': 'datang', 'terdekatku': 'dekat', 'siram': 'siram', 'sekalinya': 'sekali', 'shoppeexpressstandartd': 'shoppeexpressstandartd', 'selsaikan': 'selsaikan', 'kerdit': 'kerdit', 'seleskian': 'seleskian', 'tambhan': 'tambhan', 'setemn': 'setemn', 'shopeecoin': 'shopeecoin', 'lenyap': 'lenyap', 'ditilep': 'ditilep', 'dilepas': 'lepas', 'keberuntungan': 'untung', 'memotong': 'potong', 'konawe': 'konawe', 'kekonawe': 'kekonawe', 'sultra': 'sultra', 'menyakinkan': 'menyakinkan', 'fhoto': 'fhoto', 'senjata': 'senjata', 'aplikai': 'aplikai', 'kereeen': 'kereeen', 'pengadaan': 'ada', 'pasaran': 'pasar', 'pendaftaran': 'daftar', 'tenor': 'tenor', 'shopepaylater': 'shopepaylater', 'kmi': 'kmi', 'luucuu': 'luucuu', 'dasaar': 'dasaar', 'kecilan': 'kecil', 'gra': 'gra', 'crew': 'crew', 'regard': 'regard', 'verfikasi': 'verfikasi', 'chapta': 'chapta', 'menampung': 'tampung', 'casrumers': 'casrumers', 'sehinggga': 'sehinggga', 'menjanjikan': 'janji', 'sopepay': 'sopepay', 'periode': 'periode', 'barcode': 'barcode', 'apes': 'apes', 'paki': 'paki', 'peningkatan': 'tingkat', 'fositiv': 'fositiv', 'hy': 'hy', 'pnjam': 'pnjam', 'selamnya': 'selam', 'cman': 'cman', 'msti': 'msti', 'smntara': 'smntara', 'mblg': 'mblg', 'lwat': 'lwat', 'covidnya': 'covidnya', 'separah': 'parah', 'dinonaktifin': 'dinonaktifin', 'spyalater': 'spyalater', 'nglag': 'nglag', 'tingal': 'tingal', 'samapai': 'samapai', 'shopayleter': 'shopayleter', 'perdana': 'perdana', 'berdasar': 'dasar', 'menjelasakan': 'jasa', 'tanggapi': 'tanggap', 'menjwab': 'menjwab', 'castamer': 'castamer', 'hadeuhhhhh': 'hadeuhhhhh', 'bwt': 'bwt', 'diundi': 'undi', 'sekaang': 'sekaang', 'daman': 'daman', 'meu': 'meu', 'kt': 'kt', 'support': 'support', 'jk': 'jk', 'ngambek': 'ngambek', 'aplikasihnya': 'aplikasihnya', 'keredit': 'keredit', 'tlf': 'tlf', 'weh': 'weh', 'grstis': 'grstis', 'coustemer': 'coustemer', 'blnjkn': 'blnjkn', 'jdnya': 'jdnya', 'terkeren': 'keren', 'ngaroda': 'ngaroda', 'selamanyaahhh': 'selamanyaahhh', 'ayang': 'ayang', 'pict': 'pict', 'baguspun': 'bagus', 'terapi': 'terapi', 'dibalas': 'balas', 'doank': 'doank', 'pa': 'pa', 'cuekin': 'cuekin', 'bagusan': 'bagus', 'menjamin': 'jamin', 'cuihh': 'cuihh', 'jijik': 'jijik', 'diperkecil': 'kecil', 'loginya': 'log', 'keuanganku': 'uang', 'buntu': 'buntu', 'splatter': 'splatter', 'far': 'far', 'traveloka': 'traveloka', 'rilis': 'rilis', 'ihhhh': 'ihhhh', 'prhatikan': 'prhatikan', 'sigap': 'sigap', 'penyetokan': 'tok', 'pegguna': 'pegguna', 'tergiur': 'giur', 'suru': 'suru', 'entar': 'entar', 'serin': 'serin', 'luvv': 'luvv', 'ukurannya': 'ukur', 'internal': 'internal', 'diperingan': 'pering', 'ma': 'ma', 'diterbitkan': 'terbit', 'hardisk': 'hardisk', 'eksternal': 'eksternal', 'seagate': 'seagate', 'nwulidz': 'nwulidz', 'dideskripsikan': 'deskripsi', 'cb': 'cb', 'paketnyanya': 'paketnyanya', 'shoppelater': 'shoppelater', 'keringanan': 'ringan', 'halahhhhh': 'halahhhhh', 'pecat': 'pecat', 'gausa': 'gausa', 'kerjasamanya': 'kerjasamanya', 'systemnya': 'systemnya', 'krim': 'krim', 'toleransi': 'toleransi', 'dipertimbangkan': 'timbang', 'tepatnya': 'tepat', 'yaak': 'yaak', 'comer': 'comer', 'membernya': 'membernya', 'istimewanya': 'istimewa', 'rivalnya': 'rival', 'lav': 'lav', 'yakk': 'yakk', 'pijem': 'pijem', 'anjrottt': 'anjrottt', 'berkedok': 'kedok', 'iming': 'iming', 'memamg': 'memamg', 'relatif': 'relatif', 'lamaaaaaaa': 'lamaaaaaaa', 'dihemat': 'hemat', 'syedih': 'syedih', 'mebaik': 'mebaik', 'tersesat': 'sesat', 'toptopmarkotop': 'toptopmarkotop', 'spesifik': 'spesifik', 'depok': 'depok', 'sayangx': 'sayangx', 'soophe': 'soophe', 'fraud': 'fraud', 'unggah': 'unggah', 'kitas': 'kitas', 'bonusnx': 'bonusnx', 'penyedot': 'sedot', 'tong': 'tong', 'periksa': 'periksa', 'diarsipkan': 'arsip', 'nlp': 'nlp', 'angkat': 'angkat', 'memperingati': 'ingat', 'gaperlu': 'gaperlu', 'maav': 'maav', 'wlwpun': 'wlwpun', 'dipotongan': 'potong', 'shofee': 'shofee', 'diraih': 'raih', 'pertolongan': 'tolong', 'dikurir': 'kurir', 'dibebankan': 'beban', 'diamkan': 'diam', 'mngerti': 'mngerti', 'sial': 'sial', 'nmor': 'nmor', 'jembatan': 'jembatan', 'penengah': 'tengah', 'gass': 'gass', 'informatif': 'informatif', 'thxs': 'thxs', 'tidaj': 'tidaj', 'terjadiya': 'terjadiya', 'masuklk': 'masuklk', 'pakett': 'pakett', 'habiz': 'habiz', 'msen': 'msen', 'blakangan': 'blakangan', 'prbln': 'prbln', 'mnjem': 'mnjem', 'shopepinjam': 'shopepinjam', 'akuh': 'akuh', 'diribetkan': 'diribetkan', 'halal': 'halal', 'memakan': 'makan', 'konnsumen': 'konnsumen', 'produc': 'produc', 'sucses': 'sucses', 'melambat': 'lambat', 'internetnya': 'internetnya', 'kredivo': 'kredivo', 'shoopy': 'shoopy', 'gooogle': 'gooogle', 'playyyy': 'playyyy', 'ampunnnnnnnn': 'ampunnnnnnnn', 'bnlja': 'bnlja', 'sophee': 'sophee', 'bwaguss': 'bwaguss', 'apaa': 'apaa', 'christiano': 'christiano', 'ronaldo': 'ronaldo', 'dicheck': 'dicheck', 'pln': 'pln', 'maaaanntaaaptaaap': 'maaaanntaaaptaaap', 'selisihnya': 'selisih', 'acuan': 'acu', 'matinya': 'mati', 'ninja': 'ninja', 'smanjak': 'smanjak', 'dikmpung': 'dikmpung', 'dijakarta': 'dijakarta', 'pengembaliannya': 'kembali', 'formalitas': 'formalitas', 'sekelurahan': 'lurah', 'sabtu': 'sabtu', 'kbanyakan': 'kbanyakan', 'nelen': 'nelen', 'ngeles': 'ngeles', 'umur': 'umur', 'hhaha': 'hhaha', 'eemb': 'eemb', 'pemodal': 'modal', 'panjual': 'panjual', 'tiri': 'tiri', 'angin': 'angin', 'berlimpah': 'limpah', 'ngx': 'ngx', 'sech': 'sech', 'shoopepaylater': 'shoopepaylater', 'kalok': 'kalok', 'tauu': 'tauu', 'traktiran': 'traktir', 'akusuka': 'akusuka', 'kebeli': 'kebel', 'naikinya': 'naik', 'adillllll': 'adillllll', 'bandingkan': 'banding', 'bakti': 'bakti', 'digudang': 'gudang', 'kelebihan': 'lebih', 'ikan': 'ikan', 'auranti': 'auranti', 'size': 'size', 'dng': 'dng', 'sapai': 'sapai', 'ternya': 'ter', 'ikannya': 'ikan', 'bkan': 'bkan', 'limbata': 'limbata', 'unuk': 'unuk', 'intuk': 'intuk', 'korbannya': 'korban', 'naro': 'naro', 'coin': 'coin', 'mood': 'mood', 'wkwkw': 'wkwkw', 'sesuae': 'sesuae', 'kehandak': 'kehandak', 'jalsakan': 'jalsakan', 'notifnya': 'notifnya', 'chechout': 'chechout', 'bersinar': 'sinar', 'kontribusi': 'kontribusi', 'terjangkaulah': 'jangkau', 'erorr': 'erorr', 'move': 'move', 'diprioritas': 'prioritas', 'amplop': 'amplop', 'bohongya': 'bohongya', 'mantapppppppppp': 'mantapppppppppp', 'diliat': 'liat', 'simpan': 'simpan', 'menelp': 'menelp', 'modelnya': 'model', 'hrsnya': 'hrsnya', 'pengaturan': 'atur', 'tertata': 'tata', 'difoto': 'foto', 'pesennya': 'sen', 'temem': 'tem', 'diperbaikin': 'diperbaikin', 'shpepay': 'shpepay', 'dishoppepay': 'dishoppepay', 'daftarkan': 'daftar', 'belnja': 'belnja', 'diera': 'era', 'jooos': 'jooos', 'aap': 'aap', 'pelayananyapun': 'pelayananyapun', 'we': 'we', 'goodjobb': 'goodjobb', 'recomendedd': 'recomendedd', 'apkl': 'apkl', 'looh': 'looh', 'lhoo': 'lhoo', 'diilangin': 'diilangin', 'ever': 'ever', 'jeda': 'jeda', 'bbrpa': 'bbrpa', 'endchat': 'endchat', 'ttipin': 'ttipin', 'stpam': 'stpam', 'ftonya': 'ftonya', 'kmbali': 'kmbali', 'hadeeh': 'hadeeh', 'tercapai': 'capai', 'daan': 'daan', 'cepattt': 'cepattt', 'dimnpun': 'dimnpun', 'kta': 'kta', 'duk': 'duk', 'thu': 'thu', 'expektasi': 'expektasi', 'makaseh': 'makaseh', 'masukkah': 'masuk', 'peroses': 'peroses', 'maknya': 'maknya', 'sdangkan': 'sdangkan', 'checkoutnya': 'checkoutnya', 'ditagihannya': 'tagih', 'voucernya': 'voucernya', 'rumh': 'rumh', 'kasir': 'kasir', 'saye': 'saye', 'shpoppe': 'shpoppe', 'single': 'single', 'parents': 'parents', 'meninggal': 'tinggal', 'brgantung': 'brgantung', 'ngontrak': 'ngontrak', 'kontrakan': 'kontra', 'ngurusin': 'ngurusin', 'kewajiban': 'wajib', 'berusia': 'usia', 'merasakan': 'rasa', 'pizza': 'pizza', 'menggirim': 'menggirim', 'lengkappp': 'lengkappp', 'krnpa': 'krnpa', 'bangeettt': 'bangeettt', 'dibekukan': 'beku', 'berhubung': 'hubung', 'membuatku': 'buat', 'problem': 'problem', 'menghambat': 'hambat', 'kaluar': 'kaluar', 'bund': 'bund', 'gobs': 'gobs', 'pesaingmu': 'saing', 'unggul': 'unggul', 'kerumah': 'rumah', 'benci': 'benci', 'kumpul': 'kumpul', 'disukai': 'suka', 'cairan': 'cair', 'wib': 'wib', 'penuhi': 'penuh', 'alternatif': 'alternatif', 'mba': 'mba', 'dimenu': 'menu', 'difavoritkan': 'favorit', 'diupdet': 'diupdet', 'mcm': 'mcm', 'pmbyran': 'pmbyran', 'code': 'code', 'valid': 'valid', 'try': 'try', 'again': 'again', 'another': 'another', 'pmbyaran': 'pmbyaran', 'ngorder': 'ngorder', 'dihari': 'hari', 'indah': 'indah', 'janggal': 'janggal', 'lembaga': 'lembaga', 'mengendapnya': 'endap', 'dirimu': 'diri', 'belajr': 'belajr', 'apls': 'apls', 'ongkirya': 'ongkirya', 'beelaku': 'beelaku', 'pengundian': 'undi', 'berhadiah': 'hadiah', 'mencoreng': 'coreng', 'duluhnya': 'duluhnya', 'ngelebihin': 'ngelebihin', 'ngirimnya': 'ngirimnya', 'ditinggikan': 'tinggi', 'skala': 'skala', 'mahasiswa': 'mahasiswa', 'menchant': 'menchant', 'nihh': 'nihh', 'merintis': 'rintis', 'besarpun': 'besar', 'cz': 'cz', 'mrk': 'mrk', 'laba': 'laba', 'nyekik': 'nyekik', 'gilaan': 'gila', 'bgdzzzz': 'bgdzzzz', 'malassssss': 'malassssss', 'adminnyaa': 'adminnyaa', 'tambahi': 'tambah', 'coman': 'coman', 'bertaun': 'taun', 'gr': 'gr', 'xjam': 'xjam', 'secure': 'secure', 'jatohnya': 'jatohnya', 'berharapkan': 'harap', 'ditangguhkan': 'tangguh', 'angus': 'angus', 'staf': 'staf', 'mediasi': 'mediasi', 'membebankan': 'beban', 'transfaran': 'transfaran', 'chiff': 'chiff', 'higs': 'higs', 'kurleb': 'kurleb', 'beserta': 'serta', 'pulihkan': 'pulih', 'terdetek': 'terdetek', 'penylhgunaan': 'penylhgunaan', 'sblmnya': 'sblmnya', 'anggota': 'anggota', 'klwrga': 'klwrga', 'dwnload': 'dwnload', 'mngkn': 'mngkn', 'vcer': 'vcer', 'bsknya': 'bsknya', 'mkr': 'mkr', 'serumah': 'rumah', 'low': 'low', 'lohhhh': 'lohhhh', 'shopey': 'shopey', 'ih': 'ih', 'trdepan': 'trdepan', 'lolos': 'lolos', 'bismillah': 'bismillah', 'bantuin': 'bantuin', 'stlah': 'stlah', 'kiping': 'kiping', 'sepasang': 'pasang', 'memorinya': 'memori', 'notipnya': 'notipnya', 'gaberes': 'gaberes', 'skincadw': 'skincadw', 'kehambat': 'hambat', 'kannnn': 'kannnn', 'halus': 'halus', 'kelancaran': 'lancar', 'amiiiin': 'amiiiin', 'mantuuuuulll': 'mantuuuuulll', 'toooooppp': 'toooooppp', 'markotooopp': 'markotooopp', 'stngh': 'stngh', 'adaa': 'adaa', 'mingguan': 'minggu', 'memperbaharui': 'baharu', 'ksl': 'ksl', 'jones': 'jones', 'onlain': 'onlain', 'terimak': 'imak', 'keridit': 'keridit', 'rutin': 'rutin', 'hehehehhehe': 'hehehehhehe', 'parkir': 'parkir', 'bebanin': 'bebanin', 'tbah': 'tbah', 'pengertian': 'erti', 'buanyaakk': 'buanyaakk', 'anjaayy': 'anjaayy', 'girang': 'girang', 'taunan': 'taun', 'lewataja': 'lewataja', 'cumaaa': 'cumaaa', 'ngeblur': 'ngeblur', 'click': 'click', 'disediakan': 'sedia', 'safety': 'safety', 'ngesave': 'ngesave', 'testi': 'testi', 'testy': 'testy', 'agx': 'agx', 'save': 'save', 'teteo': 'teteo', 'minigames': 'minigames', 'smart': 'smart', 'shooper': 'shooper', 'memasarkan': 'pasar', 'nasional': 'nasional', 'samping': 'samping', 'barengi': 'bareng', 'berbuat': 'buat', 'tampilkan': 'tampil', 'toop': 'toop', 'pasilitas': 'pasilitas', 'manurut': 'manurut', 'pemaksaan': 'paksa', 'aplakisinya': 'aplakisinya', 'kaun': 'kaun', 'sbagai': 'sbagai', 'akalan': 'akal', 'puya': 'puya', 'sbenarnya': 'sbenarnya', 'syangnya': 'syangnya', 'perjlnan': 'perjlnan', 'bget': 'bget', 'msa': 'msa', 'kbupaten': 'kbupaten', 'bilng': 'bilng', 'lmot': 'lmot', 'kritikannya': 'kritik', 'kurng': 'kurng', 'pntas': 'pntas', 'mengemas': 'emas', 'jebo': 'jebo', 'lni': 'lni', 'payahhhhhhhh': 'payahhhhhhhh', 'tamat': 'tamat', 'dishoppe': 'dishoppe', 'mainan': 'main', 'chuaksksksks': 'chuaksksksks', 'mengaktivasi': 'mengaktivasi', 'mengembangkan': 'kembang', 'mosok': 'mosok', 'akali': 'akal', 'kuuninstall': 'kuuninstall', 'reinstall': 'reinstall', 'mayan': 'mayan', 'iniiii': 'iniiii', 'mmprmdh': 'mmprmdh', 'brblnja': 'brblnja', 'bestiii': 'bestiii', 'lemooootnya': 'lemooootnya', 'ampunnnn': 'ampunnnn', 'mengklik': 'klik', 'wrwb': 'wrwb', 'tangi': 'tang', 'duluuur': 'duluuur', 'viva': 'viva', 'simpati': 'simpati', 'kesepakatan': 'sepakat', 'siswa': 'siswa', 'bimbingan': 'bimbing', 'tetlebih': 'tetlebih', 'diskusi': 'diskusi', 'yayasan': 'yayasan', 'undurkan': 'undur', 'duluuurassalamualaikum': 'duluuurassalamualaikum', 'bajak': 'bajak', 'sopye': 'sopye', 'byeee': 'byeee', 'stndby': 'stndby', 'orgnya': 'orgnya', 'kancah': 'kancah', 'perdagangan': 'dagang', 'mantaaaps': 'mantaaaps', 'mmnuhi': 'mmnuhi', 'kbutuhan': 'kbutuhan', 'mndpatkan': 'mndpatkan', 'dibtuhkan': 'dibtuhkan', 'juara': 'juara', 'na': 'na', 'maklum': 'maklum', 'mahallllllllll': 'mahallllllllll', 'ulangnyaa': 'ulangnyaa', 'terhitung': 'hitung', 'perantara': 'antara', 'beresiko': 'resiko', 'tertular': 'tular', 'terumama': 'terumama', 'tren': 'tren', 'keunghulan': 'keunghulan', 'diaplikasih': 'diaplikasih', 'haraga': 'haraga', 'ditokoh': 'tokoh', 'dimau': 'mau', 'naantii': 'naantii', 'mencetnya': 'mencetnya', 'pliiisss': 'pliiisss', 'ngalamin': 'ngalamin', 'memantau': 'pantau', 'trimks': 'trimks', 'wedan': 'wedan', 'teros': 'ros', 'gie': 'gie', 'nampak': 'nampak', 'rawatan': 'rawat', 'adlah': 'adlah', 'memainkan': 'main', 'upate': 'upate', 'perolehan': 'oleh', 'memperhatikan': 'perhati', 'palingan': 'paling', 'dapatinnya': 'dapatinnya', 'mantapppppp': 'mantapppppp', 'balasannya': 'balas', 'template': 'template', 'mhn': 'mhn', 'buyers': 'buyers', 'belanya': 'bela', 'lies': 'lies', 'nt': 'nt', 'kekinian': 'kini', 'makai': 'maka', 'ketelitian': 'teliti', 'paok': 'paok', 'grating': 'grating', 'dgm': 'dgm', 'bercanda': 'canda', 'terimakaasih': 'terimakaasih', 'handle': 'handle', 'smoot': 'smoot', 'devoloper': 'devoloper', 'riba': 'riba', 'libatkan': 'libat', 'otoriter': 'otoriter', 'layaknya': 'layak', 'adira': 'adira', 'syariah': 'syariah', 'syariahnya': 'syariahnya', 'myesatkan': 'myesatkan', 'agama': 'agama', 'diminimalis': 'minimal', 'hadee': 'hadee', 'keluhannya': 'keluh', 'kalangan': 'kalang', 'hsrus': 'hsrus', 'udahbanyak': 'udahbanyak', 'reaksi': 'reaksi', 'gbu': 'gbu', 'mngecewakan': 'mngecewakan', 'trmksih': 'trmksih', 'gratisin': 'gratisin', 'tercemar': 'cemar', 'meresepon': 'meresepon', 'mencicil': 'cicil', 'diuninstall': 'diuninstall', 'benefit': 'benefit', 'paylaterku': 'paylaterku', 'keaktif': 'aktif', 'kelas': 'kelas', 'internasional': 'internasional', 'ngejawab': 'ngejawab', 'pop': 'pop', 'menaikan': 'naik', 'berdampak': 'dampak', 'roda': 'roda', 'berputar': 'putar', 'puzzle': 'puzzle', 'pegel': 'gel', 'ngonfirmasi': 'ngonfirmasi', 'puzzlenya': 'puzzlenya', 'konfir': 'konfir', 'ngeheng': 'ngeheng', 'dishofee': 'dishofee', 'penjualannya': 'jual', 'sindikat': 'sindikat', 'mengantisipasi': 'antisipasi', 'bbgat': 'bbgat', 'oder': 'oder', 'berani': 'berani', 'didukung': 'dukung', 'hrgx': 'hrgx', 'pelayananx': 'pelayananx', 'paswordnya': 'paswordnya', 'bgtttttt': 'bgtttttt', 'waau': 'waau', 'errornya': 'errornya', 'inisial': 'inisial', 'referensi': 'referensi', 'mntulll': 'mntulll', 'trimaksh': 'trimaksh', 'pesannn': 'pesannn', 'spaileter': 'spaileter', 'apailater': 'apailater', 'doi': 'doi', 'shoe': 'shoe', 'payahh': 'payahh', 'bertumpuk': 'tumpuk', 'senangnya': 'senang', 'eunak': 'eunak', 'bangeett': 'bangeett', 'argh': 'argh', 'sumpahh': 'sumpahh', 'betah': 'betah', 'konsumennya': 'konsumen', 'bertulisan': 'tulis', 'kerteria': 'kerteria', 'drpd': 'drpd', 'kesusahan': 'susah', 'utara': 'utara', 'page': 'page', 'direstart': 'direstart', 'terbaaiikkkk': 'terbaaiikkkk', 'reisntaller': 'reisntaller', 'mentingkan': 'ting', 'splayer': 'splayer', 'buruknya': 'buruk', 'jadikan': 'jadi', 'bgmn': 'bgmn', 'vendor': 'vendor', 'diaudit': 'audit', 'dipertahankan': 'tahan', 'selembar': 'lembar', 'kertas': 'kertas', 'tindaklanjut': 'tindaklanjut', 'lemooooottt': 'lemooooottt', 'susahnya': 'susah', 'penuhin': 'penuhin', 'gedean': 'gede', 'cekik': 'cekik', 'sbrpa': 'sbrpa', 'percumaaaaa': 'percumaaaaa', 'begooooo': 'begooooo', 'ups': 'ups', 'thun': 'thun', 'tmbhan': 'tmbhan', 'prsaan': 'prsaan', 'cakep': 'cakep', 'juaranya': 'juara', 'panggilannya': 'panggil', 'return': 'return', 'maumuuu': 'maumuuu', 'sekaliiiii': 'sekaliiiii', 'mngenal': 'mngenal', 'intip': 'intip', 'incaran': 'incar', 'klrga': 'klrga', 'sk': 'sk', 'huhuu': 'huhuu', 'keseharian': 'hari', 'silverkah': 'silverkah', 'majulah': 'maju', 'bg': 'bg', 'atribut': 'atribut', 'kontan': 'kontan', 'ati': 'ati', 'ngambeg': 'ngambeg', 'patokan': 'patok', 'haduuuuh': 'haduuuuh', 'ecomerece': 'ecomerece', 'salahin': 'salahin', 'heuh': 'heuh', 'tercegah': 'cegah', 'terinput': 'terinput', 'diorder': 'order', 'upgrate': 'upgrate', 'yaialah': 'yaialah', 'lodingny': 'lodingny', 'baet': 'baet', 'halamannya': 'halaman', 'awowkwkwkwakwkwkwk': 'awowkwkwkwakwkwkwk', 'gile': 'gile', 'bitang': 'bitang', 'bls': 'bls', 'brand': 'brand', 'laptop': 'laptop', 'bosssss': 'bosssss', 'saller': 'saller', 'perkara': 'perkara', 'mohonn': 'mohonn', 'errr': 'errr', 'yach': 'yach', 'thenik': 'thenik', 'makananya': 'makananya', 'sisaikan': 'sisaikan', 'cabang': 'cabang', 'tanjung': 'tanjung', 'lombok': 'lombok', 'bgtu': 'bgtu', 'eksepdisi': 'eksepdisi', 'ntb': 'ntb', 'tipis': 'tipis', 'langanan': 'langanan', 'klsuruhan': 'klsuruhan', 'nyesek': 'nyesek', 'miskin': 'miskin', 'gengsi': 'gengsi', 'penutup': 'tutup', 'aplikadi': 'aplikadi', 'menyakut': 'menyakut', 'riyad': 'riyad', 'makkah': 'makkah', 'madinah': 'madinah', 'cerita': 'cerita', 'prima': 'prima', 'tersendiri': 'sendiri', 'topik': 'topik', 'jugak': 'jugak', 'kaloo': 'kaloo', 'reputasi': 'reputasi', 'burik': 'burik', 'mumpung': 'mumpung', 'murung': 'murung', 'eupiah': 'eupiah', 'okirya': 'okirya', 'tnykan': 'tnykan', 'akir': 'akir', 'myebelkan': 'myebelkan', 'alpikasi': 'alpikasi', 'bgini': 'bgini', 'mohonlah': 'mohon', 'shopeefoood': 'shopeefoood', 'shopeegames': 'shopeegames', 'biasalah': 'biasa', 'lgsng': 'lgsng', 'ngakak': 'ngakak', 'malaysiathailand': 'malaysiathailand', 'ilove': 'ilove', 'playternya': 'playternya', 'dkasih': 'dkasih', 'ngurangin': 'ngurangin', 'ketoko': 'toko', 'komplin': 'komplin', 'genggam': 'genggam', 'hadia': 'hadia', 'poongan': 'poongan', 'kobsisten': 'kobsisten', 'pinter': 'pinter', 'lunasi': 'lunas', 'mengurangi': 'kurang', 'gelang': 'gelang', 'batu': 'batu', 'hitamnya': 'hitam', 'pujituhan': 'pujituhan', 'waaddduh': 'waaddduh', 'hampi': 'hampi', 'tivi': 'tivi', 'hambur': 'hambur', 'cuti': 'cuti', 'bararti': 'bararti', 'dowlod': 'dowlod', 'tda': 'tda', 'konsumem': 'konsumem', 'seba': 'seba', 'brani': 'brani', 'merepotkan': 'repot', 'ditunda': 'tunda', 'isoman': 'isoman', 'saingan': 'saing', 'adm': 'adm', 'bareng': 'bareng', 'spohee': 'spohee', 'bramgnya': 'bramgnya', 'sprt': 'sprt', 'seabank': 'seabank', 'kluhan': 'kluhan', 'lunjuti': 'lunjuti', 'pandai': 'pandai', 'harpan': 'harpan', 'ty': 'ty', 'ogkirnya': 'ogkirnya', 'bersyarat': 'syarat', 'ogkir': 'ogkir', 'rindu': 'rindu', 'lirik': 'lirik', 'payan': 'payan', 'thks': 'thks', 'disabotase': 'sabotase', 'murahlebay': 'murahlebay', 'mrasa': 'mrasa', 'menyeleksi': 'seleksi', 'disayangkan': 'sayang', 'sepersen': 'persen', 'penyelidikan': 'lidi', 'tatap': 'tatap', 'mempercayai': 'percaya', 'tuntas': 'tuntas', 'menangani': 'tangan', 'mantullllllllllllllllllllllllllllllll': 'mantullllllllllllllllllllllllllllllll', 'enggk': 'enggk', 'pale': 'pale', 'dikape': 'dikape', 'shppee': 'shppee', 'riber': 'riber', 'aplikassi': 'aplikassi', 'taikkk': 'taikkk', 'bedanya': 'beda', 'dimasukin': 'dimasukin', 'pengiman': 'kim', 'massa': 'massa', 'mantabbbbbb': 'mantabbbbbb', 'letternya': 'letternya', 'malass': 'malass', 'sendirii': 'sendiri', 'salahku': 'salah', 'teganya': 'tega', 'tokosebelah': 'tokosebelah', 'tngga': 'tngga', 'komit': 'komit', 'ane': 'ane', 'berblanja': 'berblanja', 'onlin': 'onlin', 'ditagih': 'tagih', 'slah': 'slah', 'aplg': 'aplg', 'sopeyalater': 'sopeyalater', 'misl': 'misl', 'doabel': 'doabel', 'kbthn': 'kbthn', 'products': 'products', 'trllu': 'trllu', 'menjenkelkan': 'menjenkelkan', 'tergolong': 'golong', 'batrai': 'batrai', 'syng': 'syng', 'trasa': 'trasa', 'pembedaan': 'beda', 'buyerpromo': 'buyerpromo', 'mewujudkan': 'wujud', 'drmh': 'drmh', 'atur': 'atur', 'lam': 'lam', 'kejanggalan': 'janggal', 'bagussssssssssssssssssssssssssssssssbangettttttttttttttttttttttttttttttttttttttttt': 'bagussssssssssssssssssssssssssssssssbangettttttttttttttttttttttttttttttttttttttttt', 'eskpektasi': 'eskpektasi', 'kepikiran': 'pikir', 'edelineshop': 'edelineshop', 'daun': 'daun', 'chening': 'chening', 'caranyaa': 'caranyaa', 'xixixixixi': 'xixixixixi', 'datanya': 'data', 'ngurus': 'ngurus', 'option': 'option', 'acak': 'acak', 'pelangan': 'pelang', 'agensinya': 'agens', 'konsunen': 'konsunen', 'persis': 'persis', 'henk': 'henk', 'tap': 'tap', 'affiliatenya': 'affiliatenya', 'loyality': 'loyality', 'sangaaatttt': 'sangaaatttt', 'lopyu': 'lopyu', 'pemgiran': 'pemgiran', 'penjualny': 'penjualny', 'awet': 'awet', 'yaw': 'yaw', 'nunjukin': 'nunjukin', 'macem': 'macem', 'seharian': 'hari', 'perfoma': 'perfoma', 'ketegasan': 'tegas', 'ne': 'ne', 'bengkak': 'bengkak', 'mengaku': 'aku', 'berhubungan': 'hubung', 'prosedurnya': 'prosedur', 'mengendalikan': 'kendali', 'melanjutkan': 'lanjut', 'bepanja': 'bepanja', 'shophee': 'shophee', 'axspetasi': 'axspetasi', 'nonstar': 'nonstar', 'penyebab': 'sebab', 'aurel': 'aurel', 'sophe': 'sophe', 'tersinggung': 'singgung', 'sophie': 'sophie', 'marchannya': 'marchannya', 'dwit': 'dwit', 'dpannya': 'dpannya', 'shohei': 'shohei', 'padal': 'padal', 'pbb': 'pbb', 'jdinya': 'jdinya', 'terutma': 'terutma', 'sembakonya': 'sembakonya', 'mantaafff': 'mantaafff', 'apalikasih': 'apalikasih', 'perbaruhiya': 'perbaruhiya', 'gimananih': 'gimananih', 'pengelolanya': 'kelola', 'menangis': 'menang', 'bekas': 'bekas', 'akaan': 'akaan', 'tuntut': 'tuntut', 'permalukan': 'malu', 'kalao': 'kalao', 'jejaknya': 'jejak', 'barangx': 'barangx', 'sopelater': 'sopelater', 'dokumen': 'dokumen', 'twiter': 'twiter', 'whasap': 'whasap', 'facbook': 'facbook', 'menayakan': 'menayakan', 'sopeelyter': 'sopeelyter', 'pngalamanku': 'pngalamanku', 'kunci': 'kunci', 'goddddddddddddddddddddd': 'goddddddddddddddddddddd', 'kpd': 'kpd', 'pengennya': 'ken', 'terimagaji': 'terimagaji', 'terhambat': 'hambat', 'hey': 'hey', 'huhuhu': 'huhuhu', 'lemoooooooot': 'lemoooooooot', 'wahhh': 'wahhh', 'spaylet': 'spaylet', 'sblnya': 'sblnya', 'sizenya': 'sizenya', 'pickup': 'pickup', 'ghaib': 'ghaib', 'cupu': 'cupu', 'woyy': 'woyy', 'krjaan': 'krjaan', 'krja': 'krja', 'doongg': 'doongg', 'listriknya': 'listrik', 'pelayanannnya': 'pelayanannnya', 'disesuaikan': 'sesuai', 'ninjau': 'ninjau', 'pepek': 'pepek', 'ikhlasin': 'ikhlasin', 'fucek': 'fucek', 'garis': 'garis', 'ngkir': 'ngkir', 'inlah': 'inlah', 'thnks': 'thnks', 'buktinya': 'bukti', 'lamaaaaa': 'lamaaaaa', 'bngeeeet': 'bngeeeet', 'trnyta': 'trnyta', 'bngeet': 'bngeet', 'huft': 'huft', 'dki': 'dki', 'sayangkan': 'sayang', 'be': 'be', 'pesawat': 'pesawat', 'matiin': 'matiin', 'mncul': 'mncul', 'bblbbl': 'bblbbl', 'lohhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh': 'lohhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh', 'same': 'same', 'day': 'day', 'pic': 'pic', 'ckp': 'ckp', 'dibandingkan': 'banding', 'smpi': 'smpi', 'baguuuuus': 'baguuuuus', 'keakun': 'akun', 'kmbl': 'kmbl', 'tulungagung': 'tulungagung', 'blitar': 'blitar', 'dipangkas': 'pangkas', 'bgsd': 'bgsd', 'anying': 'anying', 'dilebihkan': 'lebih', 'woiiiii': 'woiiiii', 'ngajarin': 'ngajarin', 'kepalak': 'palak', 'faham': 'faham', 'dagang': 'dagang', 'ajuin': 'ajuin', 'kanapa': 'kanapa', 'muluh': 'muluh', 'sesuaikan': 'sesuai', 'sehinga': 'sehinga', 'tambh': 'tambh', 'spy': 'spy', 'serang': 'serang', 'side': 'side', 'mp': 'mp', 'keaukaan': 'keaukaan', 'sgl': 'sgl', 'nanganin': 'nanganin', 'dinselesain': 'dinselesain', 'karya': 'karya', 'bangsa': 'bangsa', 'anaknya': 'anak', 'bangsad': 'bangsad', 'dalem': 'dalem', 'ngenipu': 'ngenipu', 'shoppenya': 'shoppenya', 'checkot': 'checkot', 'lamaman': 'lamaman', 'tukcari': 'tukcari', 'deskripsikan': 'deskripsi', 'rprp': 'rprp', 'pelayannya': 'layan', 'onhkirnya': 'onhkirnya', 'ketiga': 'tiga', 'ahirnya': 'ahirnya', 'kulir': 'kulir', 'dikonfirmasi': 'konfirmasi', 'serbaguna': 'serbaguna', 'perbelanjaan': 'belanja', 'trimkasih': 'trimkasih', 'semu': 'semu', 'transit': 'transit', 'basi': 'basi', 'sangan': 'sangan', 'psy': 'psy', 'cry': 'cry', 'menyebabkan': 'sebab', 'judul': 'judul', 'mencapai': 'capai', 'berpesan': 'pesan', 'power': 'power', 'mudahnya': 'mudah', 'ribetttt': 'ribetttt', 'ketangan': 'ketang', 'siplin': 'siplin', 'wuh': 'wuh', 'krm': 'krm', 'ktmu': 'ktmu', 'krmn': 'krmn', 'kmdian': 'kmdian', 'gilaaaaaaaaaaaaaaaaaa': 'gilaaaaaaaaaaaaaaaaaa', 'pecaya': 'pecaya', 'btw': 'btw', 'nunggui': 'nunggui', 'ongikir': 'ongikir', 'terimaksih': 'terimaksih', 'pengeluaran': 'keluar', 'lgii': 'lgii', 'aok': 'aok', 'mengulangi': 'ulang', 'cma': 'cma', 'sopyleter': 'sopyleter', 'karnakn': 'karnakn', 'nengaktipkn': 'nengaktipkn', 'padahla': 'padahla', 'bagett': 'bagett', 'kebangetan': 'banget', 'mesannya': 'mesan', 'kapaan': 'kapa', 'lohh': 'lohh', 'dianter': 'anter', 'candy': 'candy', 'tuker': 'tuker', 'receh': 'receh', 'nganggur': 'nganggur', 'anugrah': 'anugrah', 'misteri': 'misteri', 'dimanfaatkan': 'manfaat', 'bocah': 'bocah', 'berdiskusi': 'diskus', 'ngepasin': 'ngepasin', 'pkonya': 'pkonya', 'ngelegnya': 'ngelegnya', 'voichermya': 'voichermya', 'tehnologi': 'tehnologi', 'sipembeli': 'sipembeli', 'bola': 'bola', 'shingga': 'shingga', 'langit': 'langit', 'upoint': 'upoint', 'mlm': 'mlm', 'donload': 'donload', 'sarana': 'sarana', 'random': 'random', 'sari': 'sari', 'regular': 'regular', 'cargo': 'cargo', 'skalian': 'skalian', 'haiyaa': 'haiyaa', 'kseul': 'kseul', 'nihil': 'nihil', 'komenan': 'komenan', 'smpet': 'smpet', 'terbatu': 'batu', 'lemooooot': 'lemooooot', 'budaya': 'budaya', 'artikel': 'artikel', 'kumpulan': 'kumpul', 'bukaknya': 'bukaknya', 'capeeekk': 'capeeekk', 'nahh': 'nahh', 'gc': 'gc', 'sebener': 'sebener', 'penyelesaiannya': 'selesai', 'mindai': 'mindai', 'bertanda': 'tanda', 'mindahin': 'mindahin', 'rekeningnya': 'rekening', 'kesusah': 'susah', 'rintis': 'rintis', 'dituduh': 'tuduh', 'terlarang': 'larang', 'tutuplah': 'tutup', 'pelajaran': 'ajar', 'pengalamannya': 'alam', 'aan': 'aan', 'khususkan': 'khusus', 'kalaw': 'kalaw', 'fajarmuhamad': 'fajarmuhamad', 'antarnya': 'antar', 'maos': 'maos', 'plosok': 'plosok', 'kemtemu': 'kemtemu', 'sang': 'sang', 'kesian': 'kesi', 'kenyaman': 'kenyam', 'padalah': 'pada', 'ngerungiiin': 'ngerungiiin', 'niih': 'niih', 'sendat': 'sendat', 'gaguna': 'gaguna', 'moms': 'moms', 'club': 'club', 'spnjma': 'spnjma', 'pinyakunkok': 'pinyakunkok', 'kaish': 'kaish', 'spleterku': 'spleterku', 'limitnua': 'limitnua', 'muluk': 'muluk', 'gasssss': 'gasssss', 'kuberi': 'beri', 'dii': 'dii', 'gmbar': 'gmbar', 'metahan': 'metah', 'nomervertifiasi': 'nomervertifiasi', 'hilih': 'hilih', 'kontil': 'kontil', 'pemakan': 'makan', 'didalem': 'dalem', 'wallet': 'wallet', 'baanyak': 'baanyak', 'finger': 'finger', 'print': 'print', 'otorisasi': 'otorisasi', 'waah': 'waah', 'eeh': 'eeh', 'ira': 'ira', 'for': 'for', 'puasa': 'puasa', 'yyaaaaaa': 'yyaaaaaa', 'ditanganin': 'ditanganin', 'penghisap': 'penghisap', 'ongkirx': 'ongkirx', 'ong': 'ong', 'tnggung': 'tnggung', 'dket': 'dket', 'ckg': 'ckg', 'bneran': 'bneran', 'memepertahankn': 'memepertahankn', 'shopelaternya': 'shopelaternya', 'pengahasilan': 'pengahasilan', 'dampe': 'dampe', 'mudahn': 'mudahn', 'semangatnya': 'semangat', 'jualbeli': 'jualbeli', 'ditiap': 'tiap', 'administrasi': 'administrasi', 'diverifikasi': 'verifikasi', 'takutnya': 'takut', 'memberikkan': 'berik', 'mnjadi': 'mnjadi', 'pemersatu': 'satu', 'gratisanya': 'gratisanya', 'keatas': 'atas', 'kukira': 'kira', 'huhuuu': 'huhuuu', 'konten': 'konten', 'habisnya': 'habis', 'penggantian': 'ganti', 'kabarnya': 'kabar', 'accepted': 'accepted', 'wifii': 'wifii', 'terbaikk': 'terbaikk', 'baguuss': 'baguuss', 'diunboxing': 'diunboxing', 'sayaa': 'sayaa', 'sho': 'sho', 'pee': 'pee', 'syaratnya': 'syarat', 'shopper': 'shopper', 'pood': 'pood', 'pikirkan': 'pikir', 'pengaruhnya': 'pengaruh', 'kesimpulannya': 'simpul', 'kecilkan': 'kecil', 'kegiatan': 'giat', 'pesananku': 'pesan', 'donggg': 'donggg', 'dosa': 'dosa', 'lohhh': 'lohhh', 'pelayanananya': 'pelayanananya', 'custom': 'custom', 'ngebanned': 'ngebanned', 'dibanned': 'dibanned', 'alesan': 'alesan', 'liminya': 'liminya', 'toped': 'toped', 'ngedetek': 'ngedetek', 'kdepan': 'kdepan', 'jurus': 'jurus', 'sakti': 'sakti', 'matematika': 'matematika', 'kolektor': 'kolektor', 'kooperatif': 'kooperatif', 'walaopun': 'walaopun', 'dihargai': 'harga', 'melelahkan': 'lelah', 'ngeladeninnya': 'ngeladeninnya', 'management': 'management', 'kolektornya': 'kolektor', 'shopeelyter': 'shopeelyter', 'belm': 'belm', 'selalau': 'lalau', 'thebest': 'thebest', 'dicantumkan': 'cantum', 'ditentuin': 'ditentuin', 'totalnya': 'total', 'laahh': 'laahh', 'afdol': 'afdol', 'hepy': 'hepy', 'digimanain': 'digimanain', 'dimanjaakan': 'dimanjaakan', 'asaaalll': 'asaaalll', 'membeda': 'beda', 'brhari': 'brhari', 'stay': 'stay', 'tune': 'tune', 'your': 'your', 'basket': 'basket', 'eceran': 'ecer', 'produky': 'produky', 'pokoky': 'pokoky', 'terrthe': 'terrthe', 'gaiiis': 'gaiiis', 'syukaa': 'syukaa', 'brngx': 'brngx', 'belipun': 'beli', 'tntux': 'tntux', 'expressnya': 'expressnya', 'salut': 'salut', 'sopeee': 'sopeee', 'trouble': 'trouble', 'dibawahnya': 'bawah', 'pemakainya': 'maka', 'malasss': 'malasss', 'sudahhh': 'sudahhh', 'ampuuuunnnnnn': 'ampuuuunnnnnn', 'kecewaaaaaaaaaaaaaaaaaaaaaaaaaqaqaaaaaaaaa': 'kecewaaaaaaaaaaaaaaaaaaaaaaaaaqaqaaaaaaaaa', 'mempermuda': 'muda', 'pulas': 'pulas', 'terusssssssssssssssssss': 'terusssssssssssssssssss', 'satuan': 'satu', 'grosir': 'grosir', 'promony': 'promony', 'indihome': 'indihome', 'chipset': 'chipset', 'snabdragon': 'snabdragon', 'terkabul': 'kabul', 'giga': 'giga', 'molor': 'molor', 'sekalii': 'sekali', 'yaudahlah': 'yaudahlah', 'yekan': 'yekan', 'pecahin': 'pecahin', 'telor': 'telor', 'heboh': 'heboh', 'ambyarrrr': 'ambyarrrr', 'shoppi': 'shoppi', 'muaaaaantaaaaaap': 'muaaaaantaaaaaap', 'benerinnya': 'benerinnya', 'aceh': 'aceh', 'dibagian': 'bagi', 'mengkoordinasikan': 'koordinasi', 'kukirnya': 'kir', 'sdkit': 'sdkit', 'dialihin': 'dialihin', 'costmr': 'costmr', 'ngblok': 'ngblok', 'shoppepaylatter': 'shoppepaylatter', 'pilihanny': 'pilihanny', 'patform': 'patform', 'dikabari': 'kabar', 'dicance': 'dicance', 'yay': 'yay', 'bayarkan': 'bayar', 'ditelponin': 'ditelponin', 'dibayarkan': 'bayar', 'adem': 'adem', 'wabbarakatu': 'wabbarakatu', 'mendownload': 'mendownload', 'dgr': 'dgr', 'sumbang': 'sumbang', 'memberinya': 'beri', 'buktikan': 'bukti', 'maksih': 'maksih', 'nei': 'nei', 'dsisni': 'dsisni', 'cpat': 'cpat', 'lengkapin': 'lengkapin', 'komponen': 'komponen', 'vga': 'vga', 'sipppppp': 'sipppppp', 'tb': 'tb', 'lgs': 'lgs', 'jwbnnya': 'jwbnnya', 'disuru': 'disuru', 'srt': 'srt', 'ijin': 'ijin', 'apple': 'apple', 'perjuangan': 'juang', 'silakan': 'sila', 'retak': 'retak', 'ginjal': 'ginjal', 'tempatnya': 'tempat', 'nb': 'nb', 'sempurnakan': 'sempurna', 'mendptkan': 'mendptkan', 'kebah': 'kebah', 'tonjok': 'tonjok', 'pingsan': 'pingsan', 'yahahahahaha': 'yahahahahaha', 'stres': 'stres', 'gedor': 'gedor', 'rumahnya': 'rumah', 'ksian': 'ksi', 'bulak': 'bulak', 'hra': 'hra', 'deskripsinya': 'deskripsi', 'bbrapa': 'bbrapa', 'kamj': 'kamj', 'peta': 'peta', 'kulakan': 'kulak', 'kdg': 'kdg', 'doscount': 'doscount', 'disopee': 'disopee', 'sukkaaa': 'sukkaaa', 'membantuk': 'membantuk', 'thankuu': 'thankuu', 'lov': 'lov', 'uuuuu': 'uuuuu', 'bersedia': 'sedia', 'mencarikan': 'cari', 'dihadapi': 'hadap', 'shopeepylay': 'shopeepylay', 'mengintal': 'kintal', 'sebalikny': 'sebalikny', 'custmer': 'custmer', 'warga': 'warga', 'terkont': 'terkont', 'manja': 'manja', 'ndableg': 'ndableg', 'gwnya': 'gwnya', 'memecahkan': 'pecah', 'pengemesan': 'mes', 'pancingan': 'pancing', 'direport': 'direport', 'kriminal': 'kriminal', 'skema': 'skema', 'cina': 'cina', 'mainnya': 'main', 'semogaakin': 'semogaakin', 'terpecayaaaaa': 'terpecayaaaaa', 'selaluuu': 'selaluuu', 'dimiringkan': 'miring', 'vertikal': 'vertikal', 'horizontal': 'horizontal', 'pningkatan': 'pningkatan', 'uninst': 'uninst', 'rute': 'rute', 'plg': 'plg', 'cimb': 'cimb', 'niaga': 'niaga', 'dilunaskan': 'lunas', 'ancaman': 'ancam', 'akui': 'aku', 'haru': 'haru', 'satpam': 'satpam', 'darurat': 'darurat', 'manttaaaaaaaappppp': 'manttaaaaaaaappppp', 'bobol': 'bobol', 'tutorial': 'tutorial', 'segerakan': 'segera', 'pinjma': 'pinjma', 'banyakmi': 'banyakmi', 'shofie': 'shofie', 'inovasi': 'inovasi', 'than': 'than', 'ks': 'ks', 'payku': 'payku', 'pemakaian': 'pakai', 'terhapus': 'hapus', 'tujuannya': 'tuju', 'ksuh': 'ksuh', 'ketidaknyamanannya': 'ketidaknyamanannya', 'menghabiskan': 'habis', 'hayo': 'hayo', 'sembako': 'sembako', 'hobby': 'hobby', 'fasyen': 'fasyen', 'terimskasih': 'terimskasih', 'iklanin': 'iklanin', 'hadeeehhh': 'hadeeehhh', 'tpye': 'tpye', 'sakang': 'sakang', 'kompetitip': 'kompetitip', 'exprees': 'exprees', 'kantornya': 'kantor', 'busana': 'busana', 'branded': 'branded', 'haega': 'haega', 'tmbh': 'tmbh', 'kaosnya': 'kaos', 'setip': 'setip', 'keberatan': 'berat', 'haluan': 'haluan', 'pakenya': 'pakenya', 'keamananmu': 'aman', 'memproses': 'proses', 'menyalakan': 'nyala', 'kasie': 'kasie', 'kermh': 'kermh', 'nyala': 'nyala', 'kulitas': 'kulitas', 'ples': 'ples', 'membeludak': 'beludak', 'bersemangat': 'semangat', 'trackingnya': 'trackingnya', 'kesana': 'kesana', 'kemari': 'kemari', 'kecewaaaaaaa': 'kecewaaaaaaa', 'preet': 'preet', 'cih': 'cih', 'bin': 'bin', 'subong': 'subong', 'pemain': 'main', 'undi': 'undi', 'melapor': 'lapor', 'bangun': 'bangun', 'prayitno': 'prayitno', 'dicurangi': 'curang', 'semarang': 'semarang', 'mrmbantu': 'mrmbantu', 'ivent': 'ivent', 'termakasih': 'termakasih', 'bagaiana': 'bagaiana', 'ajar': 'ajar', 'kesopan': 'sop', 'comot': 'comot', 'mencet': 'mencet', 'secepetnya': 'secepetnya', 'diuninstal': 'diuninstal', 'soapa': 'soapa', 'bagusssss': 'bagusssss', 'amatt': 'amatt', 'lamaa': 'lamaa', 'loadiang': 'loadiang', 'batt': 'batt', 'koneksinya': 'koneksi', 'setok': 'tok', 'callcenter': 'callcenter', 'lahhh': 'lahhh', 'tawaran': 'tawar', 'salvi': 'salvi', 'evi': 'evi', 'alih': 'alih', 'unjung': 'unjung', 'woooooo': 'woooooo', 'ww': 'ww', 'ihklas': 'ihklas', 'shodqoh': 'shodqoh', 'ahirat': 'ahirat', 'mnjdi': 'mnjdi', 'penilaiannya': 'nilai', 'komennya': 'komennya', 'perguso': 'perguso', 'indonesi': 'indonesi', 'belu': 'belu', 'ciki': 'cik', 'pek': 'pek', 'merhatikan': 'merhatikan', 'dilakuin': 'dilakuin', 'danta': 'danta', 'keutungan': 'keutungan', 'pademi': 'pademi', 'peylater': 'peylater', 'kekurir': 'kurir', 'belli': 'belli', 'keyword': 'keyword', 'penangananya': 'penangananya', 'penagananya': 'penagananya', 'resoponya': 'resoponya', 'fakta': 'fakta', 'exp': 'exp', 'bapet': 'bapet', 'kerennnnn': 'kerennnnn', 'liquid': 'liquid', 'vape': 'vape', 'sediain': 'ain', 'penyesuaian': 'sesuai', 'sepakat': 'sepakat', 'masanya': 'masa', 'ngalah': 'ngalah', 'pdhall': 'pdhall', 'buagussss': 'buagussss', 'sa': 'sa', 'kolk': 'kolk', 'teruuuuuuuuuuuussssssssssssss': 'teruuuuuuuuuuuussssssssssssss', 'selernya': 'selernya', 'boa': 'boa', 'diriku': 'diri', 'hilaf': 'hilaf', 'macm': 'macm', 'lemoooot': 'lemoooot', 'bangkai': 'bangkai', 'mantafff': 'mantafff', 'eeee': 'eeee', 'dhopeeeeee': 'dhopeeeeee', 'dibilangnya': 'bilang', 'analisis': 'analisis', 'satupun': 'satu', 'shoppie': 'shoppie', 'kususkan': 'sus', 'singkirkan': 'singkir', 'memileh': 'pileh', 'barangan': 'barangan', 'mengupload': 'mengupload', 'apply': 'apply', 'ket': 'ket', 'perampokan': 'ampo', 'kaa': 'kaa', 'wishlist': 'wishlist', 'nyisain': 'nyisain', 'nyisa': 'nyisa', 'terbilang': 'bilang', 'pembeliny': 'pembeliny', 'harg': 'harg', 'byrnya': 'byrnya', 'banged': 'banged', 'utangnya': 'utang', 'kesebelah': 'belah', 'dijalanin': 'dijalanin', 'dilazada': 'dilazada', 'diwaktu': 'waktu', 'kenceng': 'kenceng', 'nahan': 'nahan', 'asyiiiikkk': 'asyiiiikkk', 'keperaturan': 'atur', 'dipukul': 'pukul', 'uaang': 'uaang', 'cht': 'cht', 'hasilnyaaa': 'hasilnyaaa', 'tenggelam': 'tenggelam', 'usahaku': 'usaha', 'disistem': 'sistem', 'bagaimna': 'bagaimna', 'tksh': 'tksh', 'batasin': 'batasin', 'pemeriksaan': 'periksa', 'edukasi': 'edukasi', 'diksh': 'diksh', 'shopepaylatter': 'shopepaylatter', 'payletternya': 'payletternya', 'mudahkan': 'mudah', 'khawatir': 'khawatir', 'kasihh': 'kasihh', 'tertutup': 'tutup', 'rnak': 'rnak', 'heng': 'heng', 'kebuang': 'buang', 'shoee': 'shoee', 'kecewaaaaaaaaaaa': 'kecewaaaaaaaaaaa', 'dikecilin': 'dikecilin', 'hidupmu': 'hidup', 'kebutuhanmu': 'butuh', 'merchand': 'merchand', 'turunkan': 'turun', 'duniaa': 'duniaa', 'belanjaa': 'belanjaa', 'kuuuu': 'kuuuu', 'tengkyouuuu': 'tengkyouuuu', 'izinkan': 'izin', 'mendampingi': 'damping', 'semakit': 'semakit', 'takbisa': 'takbisa', 'surat': 'surat', 'niatan': 'niat', 'kado': 'kado', 'ultah': 'ultah', 'huahua': 'huahua', 'dberikan': 'dberikan', 'waspada': 'waspada', 'puaaasss': 'puaaasss', 'baranh': 'baranh', 'mayun': 'mayun', 'parahhgggg': 'parahhgggg', 'buaaaggguuusss': 'buaaaggguuusss', 'apain': 'apain', 'dikeranjang': 'keranjang', 'hrganya': 'hrganya', 'termahal': 'mahal', 'ngoyo': 'ngoyo', 'baguuuuuuuuuuuuuuus': 'baguuuuuuuuuuuuuuus', 'mewakili': 'wakil', 'smuanya': 'smuanya', 'borong': 'borong', 'miliar': 'miliar', 'kh': 'kh', 'mimpi': 'mimpi', 'hhhhh': 'hhhhh', 'awokawokawok': 'awokawokawok', 'kelanjutannya': 'lanjut', 'bungkus': 'bungkus', 'ping': 'ping', 'ms': 'ms', 'alnya': 'alnya', 'kalender': 'kalender', 'memorynya': 'memorynya', 'pengririmanya': 'pengririmanya', 'pengririman': 'pengririman', 'aplkasi': 'aplkasi', 'aslinya': 'asli', 'menggoda': 'goda', 'iman': 'iman', 'perak': 'perak', 'layanin': 'layanin', 'peringatkan': 'ingat', 'pangeran': 'pangeran', 'andik': 'andik', 'restar': 'restar', 'gliran': 'gliran', 'ngendap': 'ngendap', 'kelaperan': 'kelaperan', 'cheat': 'cheat', 'choki': 'choki', 'tauuu': 'tauuu', 'llambat': 'llambat', 'if': 'if', 'something': 'something', 'happen': 'happen', 'laaahhh': 'laaahhh', 'luamaaaaa': 'luamaaaaa', 'kasianlah': 'kasi', 'didengarkan': 'dengar', 'kompetiter': 'kompetiter', 'diguna': 'guna', 'verivikasi': 'verivikasi', 'inj': 'inj', 'shopppe': 'shopppe', 'nyya': 'nyya', 'mantrppppp': 'mantrppppp', 'agr': 'agr', 'menemaniku': 'teman', 'soppee': 'soppee', 'lemotttttttttt': 'lemotttttttttt', 'gasuka': 'gasuka', 'nyusun': 'nyusun', 'bambanggg': 'bambanggg', 'jelekkk': 'jelekkk', 'dipick': 'dipick', 'becus': 'becus', 'beriklan': 'iklan', 'suskses': 'suskses', 'amiiin': 'amiiin', 'memfasilitasi': 'fasilitas', 'termudah': 'mudah', 'pangkas': 'pangkas', 'chatnya': 'chatnya', 'saaaaaaaaaangat': 'saaaaaaaaaangat', 'lagiii': 'lagiii', 'thaks': 'thaks', 'semuaaaa': 'semuaaaa', 'barangg': 'barangg', 'trusan': 'trusan', 'base': 'base', 'part': 'part', 'pendukung': 'dukung', 'besarnya': 'besar', 'trir': 'trir', 'adakannya': 'adakan', 'percayakan': 'percaya', 'kepa': 'kepa', 'terhebat': 'hebat', 'berinovasi': 'inovasi', 'kesibukan': 'sibuk', 'dibelanja': 'belanja', 'sesuka': 'suka', 'nudu': 'nudu', 'yakkkaaakk': 'yakkkaaakk', 'ditu': 'ditu', 'sppee': 'sppee', 'belakngan': 'belakngan', 'troubel': 'troubel', 'fail': 'fail', 'perutnya': 'perut', 'dipengiriman': 'kirim', 'penggunany': 'penggunany', 'menutamakan': 'menutamakan', 'tuhan': 'tuhan', 'memberkati': 'kati', 'harbolnas': 'harbolnas', 'shokbreker': 'shokbreker', 'mbl': 'mbl', 'blakang': 'blakang', 'secen': 'secen', 'pastian': 'pasti', 'sellalu': 'sellalu', 'bersyukur': 'syukur', 'susunan': 'susun', 'kategori': 'kategori', 'berlanjut': 'lanjut', 'lambatnya': 'lambat', 'penjemputan': 'jemput', 'nye': 'nye', 'ajibbb': 'ajibbb', 'gagall': 'gagall', 'ngulang': 'ngulang', 'shopeedof': 'shopeedof', 'nagih': 'nagih', 'sayapun': 'saya', 'danamon': 'danamon', 'barng': 'barng', 'sesering': 'sering', 'ditlp': 'ditlp', 'mengataskan': 'atas', 'hanguskan': 'hangus', 'pekerjanya': 'kerja', 'bear': 'bear', 'teflon': 'teflon', 'mur': 'mur', 'mentang': 'mentang', 'diperpanjang': 'panjang', 'lambatttt': 'lambatttt', 'kupon': 'kupon', 'blade': 'blade', 'mantp': 'mantp', 'thanns': 'thanns', 'bossskuuu': 'bossskuuu', 'lokal': 'lokal', 'bladenya': 'bladenya', 'istimeeaeaeewaaa': 'istimeeaeaeewaaa', 'thansk': 'thansk', 'okjoss': 'okjoss', 'pnya': 'pnya', 'layter': 'layter', 'siipp': 'siipp', 'jossshhh': 'jossshhh', 'pokokny': 'pokokny', 'speker': 'speker', 'gurita': 'gurita', 'dongkol': 'dongkol', 'surabaya': 'surabaya', 'madiun': 'madiun', 'persenan': 'persen', 'slowrespon': 'slowrespon', 'koplak': 'koplak', 'powermerchant': 'powermerchant', 'say': 'say', 'mikirrrrr': 'mikirrrrr', 'ditarik': 'tarik', 'imbal': 'imbal', 'galbay': 'galbay', 'bodoamat': 'bodoamat', 'secinta': 'cinta', 'warbiyasah': 'warbiyasah', 'kblokir': 'kblokir', 'sortirnya': 'sortir', 'refview': 'refview', 'pkein': 'pkein', 'rban': 'rban', 'keterima': 'terima', 'ngerugiin': 'ngerugiin', 'alasanya': 'alasanya', 'shopepayleter': 'shopepayleter', 'mintain': 'mintain', 'antaran': 'antar', 'syukur': 'syukur', 'track': 'track', 'respect': 'respect', 'terlayani': 'layan', 'otomizer': 'otomizer', 'histori': 'histori', 'kompeten': 'kompeten', 'perrahan': 'perrahan', 'dipek': 'pek', 'menfenal': 'menfenal', 'ceria': 'ceria', 'berbelannja': 'berbelannja', 'greget': 'greget', 'valentine': 'valentine', 'asem': 'asem', 'berterimakasih': 'berterimakasih', 'ngecewakan': 'ngecewakan', 'adjustmen': 'adjustmen', 'setahunpun': 'tahun', 'diper': 'per', 'tai': 'tai', 'dsruh': 'dsruh', 'abad': 'abad', 'pohonnya': 'pohon', 'diaktifin': 'diaktifin', 'sanldon': 'sanldon', 'willemsen': 'willemsen', 'sercice': 'sercice', 'inget': 'inget', 'nyet': 'nyet', 'karawang': 'karawang', 'form': 'form', 'melempeng': 'lempeng', 'gencarin': 'gencarin', 'kependem': 'kependem', 'aplikanya': 'aplikanya', 'akn': 'akn', 'dampak': 'dampak', 'prduk': 'prduk', 'disk': 'disk', 'disc': 'disc', 'ditaruh': 'taruh', 'kilo': 'kilo', 'cuba': 'cuba', 'kodeqr': 'kodeqr', 'smuax': 'smuax', 'dimainkan': 'main', 'sebelumx': 'sebelumx', 'run': 'run', 'kezel': 'kezel', 'kezellah': 'kezellah', 'gamex': 'gamex', 'pemasangan': 'pasang', 'asus': 'asus', 'salernya': 'salernya', 'hk': 'hk', 'kembaliaan': 'kembaliaan', 'boot': 'boot', 'bertele': 'tele', 'tele': 'tele', 'speaker': 'speaker', 'lalai': 'lalai', 'baguus': 'baguus', 'natar': 'natar', 'lampung': 'lampung', 'bahannya': 'bahan', 'dingin': 'dingin', 'badan': 'badan', 'pcs': 'pcs', 'thankss': 'thankss', 'tida': 'tida', 'shupee': 'shupee', 'sepuluh': 'puluh', 'cetakan': 'cetak', 'diandalkan': 'andal', 'naiknya': 'naik', 'karana': 'karana', 'bolelah': 'bolelah', 'bobtok': 'bobtok', 'bafu': 'bafu', 'diamana': 'diamana', 'hadeuuuh': 'hadeuuuh', 'karywan': 'karywan', 'ujan': 'ujan', 'gas': 'gas', 'sukabdatang': 'sukabdatang', 'reg': 'reg', 'dtntukan': 'dtntukan', 'dpilih': 'dpilih', 'tangapan': 'tangap', 'rezeki': 'rezeki', 'akhirakhirnya': 'akhirakhirnya', 'tabung': 'tabung', 'dibgunakan': 'dibgunakan', 'kam': 'kam', 'maahal': 'maahal', 'topp': 'topp', 'lama': 'lama', 'dikabulkan': 'kabul', 'pengrimannya': 'rim', 'katagihan': 'katagihan', 'kusangka': 'sangka', 'cobain': 'cobain', 'niiiii': 'niiiii', 'salalu': 'salalu', 'kunsumen': 'kunsumen', 'memberdayakan': 'daya', 'hellow': 'hellow', 'amburadul': 'amburadul', 'menganggap': 'anggap', 'desakan': 'desa', 'tanyaaa': 'tanyaaa', 'dibalasss': 'dibalasss', 'tapii': 'tapi', 'neh': 'neh', 'cuek': 'cuek', 'sohun': 'sohun', 'brbelanja': 'brbelanja', 'menyipakan': 'menyipakan', 'backlist': 'backlist', 'baang': 'baang', 'pjg': 'pjg', 'gbs': 'gbs', 'terbantukan': 'bantu', 'ruginya': 'rugi', 'mengenalinya': 'kenal', 'residivis': 'residivis', 'jib': 'jib', 'shopefoof': 'shopefoof', 'complaint': 'complaint', 'give': 'give', 'away': 'away', 'cuk': 'cuk', 'serum': 'serum', 'ngelewati': 'ngelewati', 'disananya': 'sana', 'deehh': 'deehh', 'pertahanin': 'pertahanin', 'besan': 'besan', 'pikiran': 'pikir', 'sekraranggggg': 'sekraranggggg', 'laporkan': 'lapor', 'tamplate': 'tamplate', 'diangkat': 'angkat', 'nada': 'nada', 'trman': 'trman', 'ditolakk': 'ditolakk', 'open': 'open', 'refferal': 'refferal', 'teraneh': 'aneh', 'eccomerce': 'eccomerce', 'pemikiran': 'pikir', 'berliat': 'liat', 'ganda': 'ganda', 'reward': 'reward', 'dmn': 'dmn', 'nasehat': 'nasehat', 'sedikitsaja': 'sedikitsaja', 'esok': 'esok', 'membekukan': 'beku', 'mentingin': 'mentingin', 'terselubung': 'selubung', 'mntaps': 'mntaps', 'pemjual': 'pemjual', 'mayoritas': 'mayoritas', 'dengkulnya': 'dengkul', 'sarang': 'sarang', 'terobosan': 'terobos', 'yeeeeeyyyeee': 'yeeeeeyyyeee', 'gaisss': 'gaisss', 'jujurly': 'jujurly', 'dizaman': 'zaman', 'beberbelanja': 'belanja', 'chip': 'chip', 'diboyssopz': 'diboyssopz', 'mantau': 'mantau', 'kawatir': 'kawatir', 'banner': 'banner', 'carikan': 'cari', 'wouww': 'wouww', 'diiklan': 'iklan', 'kancingnya': 'kancing', 'prett': 'prett', 'selera': 'selera', 'serverny': 'serverny', 'onlein': 'onlein', 'shoopii': 'shoopii', 'tenks': 'tenks', 'kemunduran': 'mundur', 'dijangkau': 'jangkau', 'domisilinya': 'domisili', 'tidaknya': 'tidak', 'belalang': 'belalang', 'goreng': 'goreng', 'extreem': 'extreem', 'protein': 'protein', 'monapucino': 'monapucino', 'warbiasa': 'warbiasa', 'tandanya': 'tanda', 'terdampak': 'dampak', 'rekan': 'rekan', 'menjadikan': 'jadi', 'siiih': 'siiih', 'keras': 'keras', 'andalkan': 'andal', 'senanglah': 'senang', 'bravo': 'bravo', 'dheee': 'dheee', 'manju': 'manju', 'bagusssssssssdssss': 'bagusssssssssdssss', 'ditingkat': 'tingkat', 'baret': 'baret', 'lamain': 'lamain', 'gituan': 'gituan', 'iklas': 'iklas', 'rezekinya': 'rezeki', 'laman': 'laman', 'dimari': 'mari', 'arah': 'arah', 'sekaliiiiiii': 'sekaliiiiiii', 'mengurusnya': 'urus', 'sampei': 'sampei', 'lemottttt': 'lemottttt', 'murmer': 'murmer', 'kritik': 'kritik', 'gaesss': 'gaesss', 'daaahhh': 'daaahhh', 'ngeriiiii': 'ngeriiiii', 'ngatain': 'ngatain', 'terteraaa': 'terteraaa', 'nonaktifka': 'nonaktifka', 'shopeedood': 'shopeedood', 'kecurigaan': 'curiga', 'aktifan': 'aktif', 'meretas': 'retas', 'ayu': 'ayu', 'heriyanti': 'heriyanti', 'tunainya': 'tunai', 'sukka': 'sukka', 'punishment': 'punishment', 'kembar': 'kembar', 'disgoope': 'disgoope', 'qyq': 'qyq', 'hdeuhhh': 'hdeuhhh', 'taekk': 'taekk', 'ngenn': 'ngenn', 'benja': 'benja', 'nano': 'nano', 'spray': 'spray', 'penjelasanya': 'jasa', 'lerer': 'lerer', 'diputususin': 'diputususin', 'ditokopedia': 'ditokopedia', 'sukse': 'sukse', 'tamba': 'tamba', 'perkisa': 'kisa', 'karja': 'karja', 'duet': 'duet', 'pantengong': 'pantengong', 'lewaf': 'lewaf', 'makasudnya': 'makasudnya', 'walapun': 'walapun', 'dignti': 'dignti', 'shooepay': 'shooepay', 'pakee': 'pakee', 'mileneal': 'mileneal', 'kerumitan': 'kerumit', 'menghemat': 'hemat', 'transfortasi': 'transfortasi', 'pilihanku': 'pilih', 'hadir': 'hadir', 'alib': 'alib', 'alie': 'alie', 'goodjoob': 'goodjoob', 'semogo': 'semogo', 'shopeefod': 'shopeefod', 'selagi': 'selagi', 'ngagadagkeun': 'ngagadagkeun', 'hungkul': 'hungkul', 'ajig': 'ajig', 'teh': 'teh', 'kumaha': 'maha', 'sorangan': 'sorang', 'tidaknyaa': 'tidaknyaa', 'iseng': 'iseng', 'menghadapi': 'hadap', 'ditutupi': 'tutup', 'akunny': 'akunny', 'kyknya': 'kyknya', 'gimik': 'gimik', 'dpke': 'dpke', 'pkl': 'pkl', 'lebai': 'lebai', 'fifur': 'fifur', 'budgetnya': 'budgetnya', 'disamaratakan': 'disamaratakan', 'pet': 'pet', 'olahraga': 'olahraga', 'sekolahnya': 'sekolah', 'lengket': 'lengket', 'mengadakan': 'ada', 'ataw': 'ataw', 'pindak': 'pindak', 'pengangkutan': 'angkut', 'donlot': 'donlot', 'ord': 'ord', 'qnfmq': 'qnfmq', 'botol': 'botol', 'abistu': 'abistu', 'keseluruha': 'keseluruha', 'brapakali': 'brapakali', 'pernyotiran': 'pernyotiran', 'maklumin': 'maklumin', 'dipejamin': 'jamin', 'dihandphonemu': 'dihandphonemu', 'manjakin': 'manjakin', 'kedahsyatannya': 'dahsyat', 'eeeh': 'eeeh', 'dinonaktifkn': 'dinonaktifkn', 'tanps': 'tanps', 'ajja': 'ajja', 'ngaret': 'ngaret', 'januari': 'januari', 'ditingkatin': 'ditingkatin', 'bermenit': 'menit', 'hargamudah': 'hargamudah', 'dahla': 'dahla', 'giniin': 'giniin', 'aama': 'aama', 'lapornya': 'lapor', 'ngeceknyaa': 'ngeceknyaa', 'ngantar': 'ngantar', 'pasanan': 'pasanan', 'buln': 'buln', 'iuran': 'iur', 'perbulan': 'bulan', 'soalnta': 'soalnta', 'berpenghasilan': 'hasil', 'bukn': 'bukn', 'keramahan': 'ramah', 'ketepatan': 'tepat', 'kerapihan': 'kerapihan', 'kebanggan': 'banggan', 'gawat': 'gawat', 'gj': 'gj', 'merokmendasikan': 'merokmendasikan', 'otomtasi': 'otomtasi', 'meringankan': 'ringan', 'beban': 'beban', 'berharti': 'hart', 'pura': 'pura', 'insan': 'insan', 'tertanam': 'tanam', 'hormati': 'hormat', 'akrab': 'akrab', 'diwarung': 'warung', 'saiyo': 'saiyo', 'rumpin': 'rumpin', 'dropshipper': 'dropshipper', 'woee': 'woee', 'vc': 'vc', 'etdaaaah': 'etdaaaah', 'babang': 'babang', 'tas': 'tas', 'kosmetik': 'kosmetik', 'puji': 'puji', 'ngebahagiain': 'ngebahagiain', 'paylatere': 'paylatere', 'adaapa': 'adaapa', 'tanpaemakan': 'tanpaemakan', 'mengkesal': 'kesal', 'nampol': 'nampol', 'ngakifin': 'ngakifin', 'teguran': 'tegur', 'jambi': 'jambi', 'hadehh': 'hadehh', 'kemeja': 'kemeja', 'pri': 'pri', 'lengan': 'lengan', 'hbis': 'hbis', 'gampanv': 'gampanv', 'terkuras': 'kuras', 'biat': 'biat', 'yoh': 'yoh', 'pakex': 'pakex', 'bertingkah': 'ting', 'topi': 'topi', 'ngaktipin': 'ngaktipin', 'surfing': 'surfing', 'baya': 'baya', 'gi': 'gi', 'manah': 'manah', 'konfirmasibpembatalan': 'konfirmasibpembatalan', 'minusnya': 'minus', 'perhitungkan': 'hitung', 'keluarkan': 'keluar', 'kmarin': 'kmarin', 'push': 'push', 'manggil': 'manggil', 'aris': 'aris', 'prioritaskan': 'prioritas', 'nyeimbangin': 'nyeimbangin', 'buruh': 'buruh', 'pelangganpun': 'langgan', 'selamaaa': 'selamaaa', 'siy': 'siy', 'seburuk': 'buruk', 'setau': 'tau', 'dzolim': 'dzolim', 'std': 'std', 'dimintakan': 'minta', 'shoopeee': 'shoopeee', 'dilipulih': 'dilipulih', 'expedsi': 'expedsi', 'suapaaahh': 'suapaaahh', 'bangaaat': 'bangaaat', 'lemari': 'lemari', 'bangaat': 'bangaat', 'bibit': 'bibit', 'hias': 'hias', 'monstera': 'monstera', 'tumbuh': 'tumbuh', 'syngonium': 'syngonium', 'bonggol': 'bonggol', 'keladi': 'keladi', 'ekspor': 'ekspor', 'kebon': 'kebon', 'singkong': 'singkong', 'jualannya': 'jual', 'makenya': 'makenya', 'bntr': 'bntr', 'pnjaman': 'pnjaman', 'gy': 'gy', 'malahdi': 'malahdi', 'sindi': 'sindi', 'digambar': 'gambar', 'mobil': 'mobil', 'mobilan': 'mobil', 'lagiiiii': 'lagiiiii', 'bercakap': 'cakap', 'indra': 'indra', 'lantas': 'lantas', 'brarti': 'brarti', 'mantengin': 'mantengin', 'story': 'story', 'life': 'life', 'konteksnya': 'konteks', 'insta': 'insta', 'lambatttttt': 'lambatttttt', 'saa': 'saa', 'mnt': 'mnt', 'updte': 'updte', 'tembus': 'tembus', 'kb': 'kb', 'bisi': 'bis', 'clearchace': 'clearchace', 'lakuin': 'lakuin', 'ta': 'ta', 'aba': 'aba', 'keluargaku': 'keluarga', 'debtcollector': 'debtcollector', 'bnrin': 'bnrin', 'blur': 'blur', 'daftr': 'daftr', 'autobintang': 'autobintang', 'mantaaaapppl': 'mantaaaapppl', 'dikendalikan': 'kendali', 'jeruk': 'jeruk', 'ride': 'ride', 'nonaktifin': 'nonaktifin', 'woyyy': 'woyyy', 'spinjaman': 'spinjaman', 'izinin': 'izinin', 'entahlh': 'entahlh', 'letrs': 'letrs', 'yank': 'yank', 'bole': 'bole', 'passss': 'passss', 'tertuda': 'tertuda', 'tw': 'tw', 'map': 'map', 'po': 'po', 'dkrim': 'dkrim', 'mon': 'mon', 'sejaun': 'sejaun', 'wakru': 'wakru', 'hee': 'hee', 'bangetttttttt': 'bangetttttttt', 'ajaaaa': 'ajaaaa', 'dioperasikan': 'operasi', 'jubah': 'jubah', 'itachi': 'itachi', 'kunai': 'kunai', 'pahal': 'pahal', 'benaran': 'benar', 'pilihkan': 'pilih', 'dppx': 'dppx', 'semena': 'semena', 'kekgitu': 'kekgitu', 'auah': 'auah', 'ulpoad': 'ulpoad', 'puaaaaaassssss': 'puaaaaaassssss', 'membantuuuu': 'membantuuuu', 'lecet': 'lecet', 'rusah': 'rusah', 'festifal': 'festifal', 'muantabs': 'muantabs', 'pengulangan': 'ulang', 'simbol': 'simbol', 'samaaaa': 'samaaaa', 'programerrr': 'programerrr', 'biasax': 'biasax', 'tulisanx': 'tulisanx', 'youuuuuuuuuuuuuuuuu': 'youuuuuuuuuuuuuuuuu', 'pantesan': 'pantesan', 'cumn': 'cumn', 'kardusnya': 'kardus', 'penyot': 'penyot', 'baran': 'baran', 'perbuatan': 'buat', 'mematikan': 'mati', 'hadapi': 'hadap', 'aduan': 'adu', 'menuntut': 'tuntut', 'korupsi': 'korupsi', 'naikkin': 'naikkin', 'anjay': 'anjay', 'rasis': 'ras', 'ngembangin': 'ngembangin', 'gajhe': 'gajhe', 'batangnya': 'batang', 'dbuka': 'dbuka', 'webtoon': 'webtoon', 'sopipay': 'sopipay', 'gilanya': 'gila', 'diviralin': 'diviralin', 'taukan': 'tau', 'eccomerceshitposting': 'eccomerceshitposting', 'viralin': 'viralin', 'membina': 'bina', 'award': 'award', 'terlemot': 'lot', 'kalloh': 'kalloh', 'hehehehehehehhehehehehheheheheheheheheehheheheheheheheheeehhhehehehehehehhehehehehehehehehehhehehehehehehheheheheheehehhehehehehhehehehehhehehehhehehehehhehehhehehhehehehhehehehhehehehehhehehehehhehehehhehehehehhehehehhehhehhehhehehehhehehehhehehehhehehehehehhehehehhehehehehehehhehehehehehhhehehehhehehehehehhehehehhehehheehhehehehhehehehhehehehhehehehheheheehhehehehehhehehehhehehhehehehhehehhhehehehheheheheh': 'hehehehehehehhehehehehheheheheheheheheehheheheheheheheheeehhhehehehehehehhehehehehehehehehehhehehehehehehheheheheheehehhehehehehhehehehehhehehehhehehehehhehehhehehhehehehhehehehhehehehehhehehehehhehehehhehehehehhehehehhehhehhehhehehehhehehehhehehehhehehehehehhehehehhehehehehehehhehehehehehhhehehehhehehehehehhehehehhehehheehhehehehhehehehhehehehhehehehheheheehhehehehehhehehehhehehhehehehhehehhhehehehheheheheh', 'boongggggggggggggggggggggggggggggggggg': 'boongggggggggggggggggggggggggggggggggg', 'berfikir': 'berfikir', 'appk': 'appk', 'bunda': 'bunda', 'gud': 'gud', 'blanjanya': 'blanjanya', 'oderan': 'oderan', 'alamt': 'alamt', 'didkung': 'didkung', 'benlajan': 'benlajan', 'mart': 'mart', 'tnks': 'tnks', 'terpecahkan': 'pecah', 'pernyataan': 'nyata', 'kerugian': 'rugi', 'dialami': 'alami', 'leadernya': 'leadernya', 'selesain': 'selesain', 'tenaga': 'tenaga', 'nagihnya': 'nagihnya', 'kronologi': 'kronologi', 'peminjam': 'pinjam', 'karyawan': 'karyawan', 'teror': 'teror', 'terimalah': 'terima', 'cadbury': 'cadbury', 'milk': 'milk', 'gram': 'gram', 'cus': 'cus', 'kelakuan': 'laku', 'usernya': 'usernya', 'senyaman': 'nyaman', 'keramaian': 'ramai', 'lp': 'lp', 'tereuskan': 'tereuskan', 'paka': 'paka', 'pelinaian': 'lai', 'terpengaruh': 'pengaruh', 'bangettdd': 'bangettdd', 'maless': 'maless', 'nyawa': 'nyawa', 'manadonya': 'manadonya', 'inh': 'inh', 'pilihany': 'pilihany', 'keluhanya': 'keluhanya', 'sifatnya': 'sifat', 'hantu': 'hantu', 'disadari': 'sadar', 'selisish': 'selisish', 'transparasi': 'transparasi', 'peggunaanya': 'peggunaanya', 'gasesuai': 'gasesuai', 'nguntung': 'nguntung', 'nganterin': 'nganterin', 'tiktoknya': 'tiktoknya', 'cewek': 'cewek', 'joget': 'joget', 'pantatnya': 'pantat', 'geol': 'geol', 'dituliskan': 'tulis', 'bicara': 'bicara', 'dibandinkan': 'dibandinkan', 'unsur': 'unsur', 'shipeepay': 'shipeepay', 'kerrreeeennnnn': 'kerrreeeennnnn', 'cheers': 'cheers', 'recomendeed': 'recomendeed', 'mestinya': 'mesti', 'bintah': 'bin', 'pnarikan': 'pnarikan', 'ng': 'ng', 'dftar': 'dftar', 'sepupu': 'sepupu', 'bersangkutan': 'sangkut', 'memblokir': 'blokir', 'bulannya': 'bulan', 'pengapusan': 'pengapusan', 'berminat': 'minat', 'kepasa': 'kepasa', 'hadech': 'hadech', 'mari': 'mari', 'budayakan': 'budaya', 'kail': 'kail', 'pancing': 'pancing', 'penesanan': 'penesanan', 'dekelas': 'dekelas', 'giat': 'giat', 'cashe': 'cashe', 'babii': 'babi', 'penegasan': 'tegas', 'aplikasii': 'aplikasi', 'penegasannya': 'tegas', 'penipuannya': 'tipu', 'bangkee': 'bangkee', 'hank': 'hank', 'tekeluar': 'tekeluar', 'hedeh': 'hedeh', 'dioptimalkan': 'optimal', 'kerna': 'kerna', 'impas': 'impas', 'sopeepay': 'sopeepay', 'diskonnan': 'diskonnan', 'paraaaaaah': 'paraaaaaah', 'belanda': 'belanda', 'ambyarrr': 'ambyarrr', 'temponya': 'tempo', 'sangatta': 'sangatta', 'shoppr': 'shoppr', 'berantas': 'berantas', 'tmbus': 'tmbus', 'trip': 'trip', 'aplikator': 'aplikator', 'perhitungan': 'hitung', 'paraaaahh': 'paraaaahh', 'trz': 'trz', 'word': 'word', 'tidur': 'tidur', 'yajelas': 'yajelas', 'lonjat': 'lonjat', 'naek': 'naek', 'abaikan': 'abai', 'haeduh': 'haeduh', 'exo': 'exo', 'diacara': 'acara', 'pengamanan': 'aman', 'tmpt': 'tmpt', 'kardus': 'kardus', 'new': 'new', 'improvement': 'improvement', 'meniadakan': 'tiada', 'diam': 'diam', 'brikut': 'brikut', 'betele': 'betele', 'menunjukan': 'tunjuk', 'dinamakan': 'nama', 'kolonialisme': 'kolonialisme', 'membawa': 'bawa', 'baranv': 'baranv', 'kecewe': 'kecewe', 'ditinggal': 'tinggal', 'tohh': 'tohh', 'lunass': 'lunass', 'kirimnnya': 'kirimnnya', 'terblokir': 'blokir', 'comennya': 'comennya', 'berpihak': 'pihak', 'memikirkan': 'pikir', 'kedala': 'kedala', 'mentah': 'mentah', 'cabut': 'cabut', 'campaign': 'campaign', 'penjulan': 'penjulan', 'jendol': 'jendol', 'lieur': 'lieur', 'shopinya': 'shopinya', 'memudhkan': 'memudhkan', 'tarin': 'tarin', 'sam': 'sam', 'semuanua': 'semuanua', 'hasilnua': 'hasilnua', 'terimksh': 'terimksh', 'apallagi': 'apallagi', 'shopaylater': 'shopaylater', 'koar': 'koar', 'tipi': 'tipi', 'memeras': 'peras', 'makannya': 'makan', 'lodingx': 'lodingx', 'payahhh': 'payahhh', 'ngelaq': 'ngelaq', 'economy': 'economy', 'pembelajaan': 'baja', 'terpencil': 'pencil', 'menempuh': 'tempuh', 'menguraskan': 'uras', 'kesehatan': 'sehat', 'trasfortasi': 'trasfortasi', 'keselamatan': 'selamat', 'jaminannya': 'jamin', 'trmksh': 'trmksh', 'kebaikan': 'baik', 'dehhh': 'dehhh', 'multi': 'multi', 'tagian': 'tagian', 'scara': 'scara', 'bersifat': 'sifat', 'fluktuatif': 'fluktuatif', 'haduhh': 'haduhh', 'bangey': 'bangey', 'disiplin': 'disiplin', 'inshaallah': 'inshaallah', 'mantappppppp': 'mantappppppp', 'boke': 'boke', 'ganiat': 'ganiat', 'barengan': 'bareng', 'quality': 'quality', 'suplayter': 'suplayter', 'sinting': 'sinting', 'sat': 'sat', 'bgsttttttttt': 'bgsttttttttt', 'kuburan': 'kubur', 'balea': 'balea', 'gilitan': 'gilitan', 'am': 'am', 'moment': 'moment', 'sopheepay': 'sopheepay', 'kacauuuuuuuuuuu': 'kacauuuuuuuuuuu', 'heiii': 'heiii', 'perbaikannya': 'baik', 'mantaapss': 'mantaapss', 'berattt': 'berattt', 'freeze': 'freeze', 'dinaik': 'naik', 'berhak': 'hak', 'memonopoli': 'monopoli', 'lahir': 'lahir', 'ngantuk': 'ngantuk', 'sistm': 'sistm', 'bermitra': 'mitra', 'pemotong': 'potong', 'suksesss': 'suksesss', 'tubuh': 'tubuh', 'nikmat': 'nikmat', 'software': 'software', 'indonesian': 'indonesian', 'idol': 'idol', 'group': 'group', 'guru': 'guru', 'dosen': 'dosen', 'pembelajaran': 'ajar', 'berbasi': 'bas', 'menikatkan': 'menikatkan', 'menbuka': 'menbuka', 'lowonggan': 'lowonggan', 'onle': 'onle', 'massarakat': 'massarakat', 'seterkenal': 'kenal', 'dimarket': 'dimarket', 'begtu': 'begtu', 'beraneka': 'aneka', 'dibterterakan': 'dibterterakan', 'menjebak': 'jebak', 'alfanya': 'alfa', 'keselnya': 'kesel', 'sipp': 'sipp', 'security': 'security', 'dismpan': 'dismpan', 'mainkan': 'main', 'dsbnya': 'dsbnya', 'kecilin': 'kecilin', 'apaliksai': 'apaliksai', 'dipersyaratkan': 'syarat', 'diagen': 'agen', 'teratur': 'atur', 'tertib': 'tertib', 'nganjuk': 'nganjuk', 'jabar': 'jabar', 'jateng': 'jateng', 'background': 'background', 'batre': 'batre', 'droop': 'droop', 'bayarkn': 'bayarkn', 'trgantung': 'trgantung', 'perjanjian': 'janji', 'lht': 'lht', 'selidiki': 'selidik', 'trjadi': 'trjadi', 'datangi': 'datang', 'kalii': 'kali', 'terooosssss': 'terooosssss', 'msalahnya': 'msalahnya', 'sebelahan': 'belah', 'brthun': 'brthun', 'mrsa': 'mrsa', 'leluasa': 'leluasa', 'sebar': 'sebar', 'cemerlang': 'cemerlang', 'tod': 'tod', 'berkenan': 'kenan', 'drastis': 'drastis', 'idup': 'idup', 'goceng': 'goceng', 'merugi': 'rugi', 'tdka': 'tdka', 'sapa': 'sapa', 'njirr': 'njirr', 'xiaomi': 'xiaomi', 'sslalu': 'sslalu', 'membandingkanwajah': 'membandingkanwajah', 'wajahnya': 'wajah', 'sbelah': 'sbelah', 'tunjukin': 'tunjukin', 'mantapppppppppppppplllll': 'mantapppppppppppppplllll', 'tertinggi': 'tinggi', 'shopeepayny': 'shopeepayny', 'mless': 'mless', 'ngeluhh': 'ngeluhh', 'padahan': 'padah', 'tegaskan': 'tegas', 'melirik': 'lirik', 'cabe': 'cabe', 'nyarik': 'nyarik', 'dikasik': 'dikasik', 'npa': 'npa', 'case': 'case', 'makro': 'makro', 'padam': 'padam', 'carj': 'carj', 'tower': 'tower', 'thebestt': 'thebestt', 'suwe': 'suwe', 'mudahdan': 'mudahdan', 'scammer': 'scammer', 'penggunayang': 'penggunayang', 'siatem': 'siatem', 'nyediain': 'nyediain', 'berlipat': 'lipat', 'sombong': 'sombong', 'kabuur': 'kabuur', 'cam': 'cam', 'pmbeli': 'pmbeli', 'detiik': 'detiik', 'lepaskan': 'lepas', 'apee': 'apee', 'ketempat': 'tempat', 'snggh': 'snggh', 'termurahhhh': 'termurahhhh', 'humble': 'humble', 'gaming': 'gaming', 'dewasa': 'dewasa', 'datng': 'datng', 'toleransinya': 'toleransi', 'terhormat': 'hormat', 'vouch': 'vouch', 'bantuu': 'bantuu', 'pertamaku': 'pertama', 'trimakasihh': 'trimakasihh', 'cancelnya': 'cancelnya', 'blgnya': 'blgnya', 'sbnyk': 'sbnyk', 'angsurannya': 'angsur', 'voceur': 'voceur', 'beraarti': 'beraarti', 'spaylaterny': 'spaylaterny', 'iklanny': 'iklanny', 'diprioritaskan': 'prioritas', 'pegiriman': 'pegiriman', 'berdasarka': 'berdasarka', 'galanya': 'gala', 'bacs': 'bacs', 'cost': 'cost', 'selebihny': 'selebihny', 'paspasan': 'paspasan', 'mepet': 'mepet', 'keganggu': 'ganggu', 'itungan': 'itungan', 'sebelomnya': 'bom', 'sercing': 'sercing', 'bingittssss': 'bingittssss', 'maki': 'maki', 'tensi': 'tensi', 'yv': 'yv', 'mksd': 'mksd', 'paksa': 'paksa', 'dikota': 'kota', 'location': 'location', 'langsng': 'langsng', 'pabrik': 'pabrik', 'djual': 'djual', 'neko': 'neko', 'anu': 'anu', 'jug': 'jug', 'gegong': 'gegong', 'teus': 'teus', 'ekpedisi': 'ekpedisi', 'tunaii': 'tunai', 'fiturcod': 'fiturcod', 'penanganann': 'penanganann', 'haduehh': 'haduehh', 'mahalnya': 'mahal', 'iki': 'iki', 'dmna': 'dmna', 'bosa': 'bosa', 'sfesifikasinya': 'sfesifikasinya', 'diblg': 'diblg', 'dsni': 'dsni', 'tmen': 'tmen', 'berganti': 'ganti', 'ndk': 'ndk', 'sepuas': 'puas', 'bagt': 'bagt', 'mengantarkan': 'antar', 'seumpama': 'umpama', 'kmana': 'kmana', 'kehujanan': 'hujan', 'final': 'final', 'ngantarnya': 'ngantarnya', 'seindonesia': 'indonesia', 'ongkirnyaa': 'ongkirnyaa', 'tutupi': 'tutup', 'gacha': 'gacha', 'sampenye': 'sampenye', 'mendengar': 'dengar', 'relasi': 'relasi', 'memurtuskan': 'memurtuskan', 'dekskripsi': 'dekskripsi', 'biasnya': 'bias', 'dk': 'dk', 'pengantarannya': 'antar', 'kepentingan': 'penting', 'gembel': 'gembel', 'berantakan': 'beranta', 'alodoc': 'alodoc', 'puyeng': 'puyeng', 'petunjuk': 'tunjuk', 'plyletter': 'plyletter', 'pndah': 'pndah', 'adik': 'adik', 'rosanah': 'rosanah', 'tlat': 'tlat', 'downloadnya': 'downloadnya', 'dibuang': 'buang', 'lmyan': 'lmyan', 'dilimpahkan': 'limpah', 'rejekinya': 'rejekinya', 'dilapak': 'lapak', 'mnurut': 'mnurut', 'sjrang': 'sjrang', 'penghasilannya': 'hasil', 'sreenshoot': 'sreenshoot', 'asam': 'asam', 'lambung': 'lambung', 'penolong': 'tolong', 'belik': 'belik', 'cri': 'cri', 'jagn': 'jagn', 'karnaterlalu': 'karnaterlalu', 'selqlu': 'selqlu', 'kecwa': 'kecwa', 'naikkan': 'naik', 'tanggepin': 'tanggepin', 'affiliet': 'affiliet', 'shoopeepay': 'shoopeepay', 'bubur': 'bubur', 'nasgor': 'nasgor', 'ywdh': 'ywdh', 'makanannya': 'makan', 'ketuker': 'ketuker', 'reknya': 'rek', 'bysanya': 'bysanya', 'ralat': 'ralat', 'shoppeee': 'shoppeee', 'agat': 'agat', 'somoga': 'somoga', 'pelitnya': 'pelit', 'berpaling': 'paling', 'ambon': 'ambon', 'risent': 'risent', 'laper': 'laper', 'shoop': 'shoop', 'appikasi': 'appikasi', 'instagr': 'instagr', 'ctk': 'ctk', 'sukaaaaaak': 'sukaaaaaak', 'huhungi': 'huhungi', 'perkreditan': 'kredit', 'berkendala': 'kendala', 'emailnya': 'email', 'menuduh': 'tuduh', 'prosedur': 'prosedur', 'katik': 'katik', 'berasal': 'asal', 'alhmdulilah': 'alhmdulilah', 'fictive': 'fictive', 'mendustai': 'dusta', 'bussssuk': 'bussssuk', 'duhhh': 'duhhh', 'shopypay': 'shopypay', 'silah': 'silah', 'dijabarin': 'dijabarin', 'sungguhan': 'sungguh', 'china': 'china', 'kenpa': 'kenpa', 'ceritanya': 'cerita', 'shopepaylaternya': 'shopepaylaternya', 'haloooo': 'haloooo', 'ddlm': 'ddlm', 'parraahhhh': 'parraahhhh', 'olshopan': 'olshopan', 'realitanya': 'realitanya', 'hope': 'hope', 'dont': 'dont', 'proteksi': 'proteksi', 'mikirrr': 'mikirrr', 'well': 'well', 'dibayarin': 'dibayarin', 'apalah': 'apa', 'samanya': 'sama', 'inih': 'inih', 'menyajikan': 'saji', 'mlebihi': 'mlebihi', 'dibenerin': 'dibenerin', 'courir': 'courir', 'regulernya': 'reguler', 'datngnya': 'datngnya', 'integritas': 'integritas', 'sejenis': 'jenis', 'membuktikan': 'bukti', 'menyedihkan': 'sedih', 'usa': 'usa', 'atauga': 'atauga', 'ditulisannya': 'tulis', 'bugis': 'bugis', 'clik': 'clik', 'menginstal': 'menginstal', 'adek': 'adek', 'diizinkan': 'izin', 'coding': 'coding', 'instruksi': 'instruksi', 'keemail': 'email', 'mengupdet': 'mengupdet', 'updettannya': 'updettannya', 'otpnya': 'otpnya', 'nomornya': 'nomor', 'ngepus': 'ngepus', 'taikin': 'taikin', 'rank': 'rank', 'ngeresahin': 'ngeresahin', 'sangking': 'sangking', 'senter': 'senter', 'ragam': 'ragam', 'hilangin': 'hilangin', 'clim': 'clim', 'terbuang': 'buang', 'redirect': 'redirect', 'akhlak': 'akhlak', 'laz': 'laz', 'dianggurin': 'dianggurin', 'komitmen': 'komitmen', 'mantamantap': 'mantamantap', 'kssih': 'kssih', 'buatin': 'buatin', 'affiliat': 'affiliat', 'gampng': 'gampng', 'mencuriga': 'curiga', 'diakun': 'akun', 'yaaaaaaa': 'yaaaaaaa', 'cuaca': 'cuaca', 'teruuusssss': 'teruuusssss', 'type': 'type', 'trauma': 'trauma', 'bbr': 'bbr', 'diakumulasikan': 'akumulasi', 'godaan': 'goda', 'grand': 'grand', 'berdiri': 'diri', 'biayan': 'biayan', 'udaj': 'udaj', 'angiin': 'angiin', 'ngebatalin': 'ngebatalin', 'dimasukan': 'masuk', 'kupang': 'kupang', 'vanya': 'vanya', 'calim': 'calim', 'gonta': 'gonta', 'berlogo': 'logo', 'bilg': 'bilg', 'paraahh': 'paraahh', 'pengangguran': 'anggur', 'bast': 'bast', 'hadewwww': 'hadewwww', 'owh': 'owh', 'mencairkan': 'cair', 'makek': 'makek', 'bneerkan': 'bneerkan', 'gopaylater': 'gopaylater', 'goodbye': 'goodbye', 'protektif': 'protektif', 'pemerintahan': 'perintah', 'bpom': 'bpom', 'membahayakan': 'bahaya', 'pemutih': 'mutih', 'benerr': 'benerr', 'ketahuan': 'tahu', 'ssya': 'ssya', 'restart': 'restart', 'kion': 'kion', 'mash': 'mash', 'shpy': 'shpy', 'diaktfkn': 'diaktfkn', 'updatean': 'updatean', 'kebanned': 'kebanned', 'aduin': 'aduin', 'merem': 'merem', 'broo': 'broo', 'kayal': 'kayal', 'shp': 'shp', 'kmn': 'kmn', 'dirubah': 'rubah', 'dijelasin': 'dijelasin', 'golongan': 'golong', 'woow': 'woow', 'lihatin': 'lihatin', 'kangen': 'kangen', 'iyaa': 'iyaa', 'terlaris': 'laris', 'boss': 'boss', 'terusin': 'terusin', 'merosot': 'merosot', 'curhat': 'curhat', 'memperingan': 'pering', 'ddgn': 'ddgn', 'kemudaha': 'kemudaha', 'vitur': 'vitur', 'gabener': 'gabener', 'kealamat': 'alamat', 'barunya': 'baru', 'dibedain': 'dibedain', 'benerrr': 'benerrr', 'slese': 'slese', 'fiktur': 'fiktur', 'bingungg': 'bingungg', 'ihh': 'ihh', 'dimakan': 'makan', 'nomernya': 'nomernya', 'makik': 'makik', 'netijen': 'netijen', 'tikt': 'tikt', 'berijin': 'berijin', 'sminggu': 'sminggu', 'sedot': 'sedot', 'arep': 'arep', 'piye': 'piye', 'intine': 'intine', 'apik': 'apik', 'tg': 'tg', 'etimasi': 'etimasi', 'tmpat': 'tmpat', 'sopieeee': 'sopieeee', 'bangeth': 'bangeth', 'pencari': 'cari', 'kaca': 'kaca', 'pembesar': 'besar', 'whislist': 'whislist', 'whistlist': 'whistlist', 'berseluncur': 'seluncur', 'purcuma': 'purcuma', 'sukaaakkkk': 'sukaaakkkk', 'memenuh': 'penuh', 'diandalakan': 'diandalakan', 'sendal': 'sendal', 'boboy': 'boboy', 'tayo': 'tayo', 'mukena': 'mukena', 'renda': 'renda', 'bagusin': 'bagusin', 'dintulis': 'dintulis', 'soppie': 'soppie', 'dirincian': 'dirincian', 'mint': 'mint', 'her': 'her', 'sosial': 'sosial', 'adzama': 'adzama', 'akbar': 'akbar', 'pangestu': 'pangestu', 'wassalamu': 'wassalamu', 'alaikum': 'alaikum', 'keberadaan': 'ada', 'dst': 'dst', 'bngtttt': 'bngtttt', 'ahhh': 'ahhh', 'caba': 'caba', 'cepatrt': 'cepatrt', 'lengakp': 'lengakp', 'ongkire': 'ongkire', 'sedekah': 'sedekah', 'bosnya': 'bos', 'baguusssss': 'baguusssss', 'kualotas': 'kualotas', 'kadamg': 'kadamg', 'rusk': 'rusk', 'suporrt': 'suporrt', 'kilat': 'kilat', 'dikenal': 'kenal', 'sholee': 'sholee', 'loginnya': 'loginnya', 'seputar': 'putar', 'dilarang': 'larang', 'sex': 'sex', 'kelain': 'lain', 'kereeeeen': 'kereeeeen', 'niie': 'niie', 'joooossss': 'joooossss', 'laaah': 'laaah', 'limirt': 'limirt', 'paraahhhh': 'paraahhhh', 'paraahhhhh': 'paraahhhhh', 'lamaaaa': 'lamaaaa', 'sekaliii': 'sekaliii', 'lainn': 'lainn', 'baguscug': 'baguscug', 'kokk': 'kokk', 'hapenya': 'hapenya', 'warteg': 'warteg', 'bangget': 'bangget', 'jutek': 'jutek', 'krena': 'krena', 'titip': 'titip', 'nkri': 'nkri', 'sopaylater': 'sopaylater', 'cumak': 'cumak', 'faedah': 'faedah', 'polll': 'polll', 'balesanya': 'balesanya', 'fashionnya': 'fashionnya', 'seramai': 'serama', 'slogan': 'slogan', 'ekornya': 'ekor', 'trerus': 'trerus', 'tipe': 'tipe', 'dehhhhhh': 'dehhhhhh', 'segeran': 'segeran', 'iyaaa': 'iyaaa', 'baling': 'baling', 'riil': 'riil', 'wuiiihh': 'wuiiihh', 'hahahahha': 'hahahahha', 'mencakup': 'cakup', 'praktisss': 'praktisss', 'pokoknyaa': 'pokoknyaa', 'bestt': 'bestt', 'kekunci': 'kunci', 'selfie': 'selfie', 'pegang': 'pegang', 'berabe': 'berabe', 'plylater': 'plylater', 'memunculkan': 'muncul', 'tetqp': 'tetqp', 'diongkir': 'diongkir', 'dipasaran': 'pasar', 'bngett': 'bngett', 'hematt': 'hematt', 'didunia': 'dunia', 'banyakk': 'banyakk', 'pasif': 'pasif', 'tpat': 'tpat', 'sumba': 'sumba', 'jasi': 'jas', 'syari': 'syar', 'boncos': 'boncos', 'benciiiii': 'benciiiii', 'tujuanya': 'tujuanya', 'berharga': 'harga', 'berminggu': 'minggu', 'cicilanya': 'cicilanya', 'ngelunasin': 'ngelunasin', 'kacaw': 'kacaw', 'kbtuhan': 'kbtuhan', 'membinasakan': 'binasa', 'kian': 'kian', 'semestinya': 'mesti', 'dikecilkan': 'kecil', 'habiskan': 'habis', 'ciracas': 'ciracas', 'tolakkkk': 'tolakkkk', 'lolaa': 'lolaa', 'qris': 'qris', 'tri': 'tri', 'pot': 'pot', 'lollipop': 'lollipop', 'sekarat': 'sekarat', 'kapaa': 'kapaa', 'dibajak': 'bajak', 'keamananya': 'keamananya', 'penyelesain': 'penyelesain', 'hewan': 'hewan', 'kbbi': 'kbbi', 'said': 'said', 'dasi': 'dasi', 'spamnya': 'spamnya', 'algamart': 'algamart', 'diinpomaret': 'diinpomaret', 'kost': 'kost', 'dishopey': 'dishopey', 'menggunan': 'gun', 'sadar': 'sadar', 'asikan': 'asi', 'share': 'share', 'chasbak': 'chasbak', 'taun': 'taun', 'jwbnya': 'jwbnya', 'mkn': 'mkn', 'cip': 'cip', 'apdet': 'apdet', 'skip': 'skip', 'woii': 'woii', 'dpakai': 'dpakai', 'kbthan': 'kbthan', 'mengetik': 'etik', 'mengadu': 'adu', 'berpartisipasi': 'partisipasi', 'nulis': 'nulis', 'membenarkannya': 'benar', 'oadahal': 'oadahal', 'pokekee': 'pokekee', 'trbantu': 'trbantu', 'lemotttttnya': 'lemotttttnya', 'kesannya': 'kesan', 'padat': 'padat', 'sesak': 'sesak', 'mncantumkan': 'mncantumkan', 'malaysia': 'malaysia', 'coustamer': 'coustamer', 'salahan': 'salah', 'kdepannya': 'kdepannya', 'dilirik': 'lirik', 'nyadar': 'nyadar', 'malak': 'malak', 'gmm': 'gmm', 'uy': 'uy', 'padahala': 'padahala', 'kriteria': 'kriteria', 'nego': 'nego', 'pollll': 'pollll', 'ngeload': 'ngeload', 'mebeli': 'mebel', 'bloknya': 'blok', 'coki': 'cok', 'respons': 'respons', 'lokasih': 'lokasih', 'trusss': 'trusss', 'merek': 'merek', 'satuin': 'satuin', 'ontime': 'ontime', 'diatasi': 'atas', 'aammiinnnn': 'aammiinnnn', 'karantina': 'karantina', 'terbayar': 'bayar', 'dipertegas': 'tegas', 'ngeribetin': 'ngeribetin', 'berqualitas': 'berqualitas', 'omg': 'omg', 'wqwq': 'wqwq', 'wak': 'wak', 'dteng': 'dteng', 'berkumpul': 'kumpul', 'salahkan': 'salah', 'pelanggannyq': 'pelanggannyq', 'checkouttolong': 'checkouttolong', 'maping': 'maping', 'gedung': 'gedung', 'bengkulu': 'bengkulu', 'mahmasih': 'mahmasih', 'mendekati': 'dekat', 'sampex': 'sampex', 'kluarga': 'kluarga', 'menjengkelkan': 'jengkel', 'utuh': 'utuh', 'burit': 'burit', 'dus': 'dus', 'tertukar': 'tukar', 'meresponnya': 'meresponnya', 'plyleter': 'plyleter', 'mudh': 'mudh', 'dapatnya': 'dapat', 'slurrr': 'slurrr', 'pai': 'pai', 'members': 'members', 'tetapkan': 'tetap', 'oky': 'oky', 'em': 'em', 'tolotng': 'tolotng', 'dibedakan': 'beda', 'jellek': 'jellek', 'sekedarnya': 'dar', 'settingan': 'settingan', 'diclose': 'diclose', 'apaansi': 'apaansi', 'starup': 'starup', 'najisin': 'najisin', 'websitenya': 'websitenya', 'harii': 'hari', 'adaaaaa': 'adaaaaa', 'ajaaa': 'ajaaa', 'sayanya': 'saya', 'nytny': 'nytny', 'nytnyt': 'nytnyt', 'kurngbgus': 'kurngbgus', 'masian': 'masian', 'twrnyata': 'twrnyata', 'apeker': 'apeker', 'porteble': 'porteble', 'dilampirkan': 'lampir', 'sumedang': 'sumedang', 'terbawa': 'bawa', 'ogo': 'ogo', 'ekspesi': 'ekspesi', 'baramgvsudah': 'baramgvsudah', 'distatus': 'status', 'keberangkatan': 'berangkat', 'virus': 'virus', 'narasawan': 'narasawan', 'kisah': 'kisah', 'disadur': 'sadur', 'serat': 'serat', 'induk': 'induk', 'tersimpan': 'simpan', 'perpustakaan': 'pustaka', 'keraton': 'keraton', 'surakarta': 'surakarta', 'yogyakarta': 'yogyakarta', 'koleksi': 'koleksi', 'swasta': 'swasta', 'persenggamaan': 'persenggamaan', 'pujangga': 'pujangga', 'lingkaran': 'lingkar', 'adi': 'adi', 'mengisahkan': 'kisah', 'senggama': 'senggama', 'sebatas': 'batas', 'sytlus': 'sytlus', 'yabg': 'yabg', 'tanggapannya': 'tanggap', 'terdata': 'data', 'gaaaa': 'gaaaa', 'sebutin': 'sebutin', 'udate': 'udate', 'gosah': 'gosah', 'managemen': 'managemen', 'gabungkan': 'gabung', 'rezeky': 'rezeky', 'widraw': 'widraw', 'alhamdulillaah': 'alhamdulillaah', 'mengoperasikan': 'operasi', 'flagship': 'flagship', 'ciee': 'ciee', 'segitunya': 'segitunya', 'ternama': 'nama', 'kacangan': 'kacang', 'lelettttttttttt': 'lelettttttttttt', 'sing': 'sing', 'lawan': 'lawan', 'terussss': 'terussss', 'exprest': 'exprest', 'berenti': 'renti', 'dikomplen': 'dikomplen', 'mesan': 'mesan', 'lahhhhh': 'lahhhhh', 'maketplace': 'maketplace', 'dikeluhin': 'dikeluhin', 'sakit': 'sakit', 'income': 'income', 'memenangkan': 'menang', 'dalih': 'dalih', 'jwabnya': 'jwabnya', 'pnerima': 'pnerima', 'nma': 'nma', 'nrima': 'nrima', 'hbungi': 'hbungi', 'ngrim': 'ngrim', 'mngcewakan': 'mngcewakan', 'mengiklankan': 'iklan', 'diteror': 'teror', 'pormalin': 'pormalin', 'hihihihihi': 'hihihihihi', 'menutup': 'tutup', 'spesifikasinya': 'spesifikasi', 'snapdragon': 'snapdragon', 'kuantitas': 'kuantitas', 'setianya': 'setia', 'perbanyakin': 'perbanyakin', 'lamaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa': 'lamaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa', 'kaliiiiiiiuiuuuuuuiiiii': 'kaliiiiiiiuiuuuuuuiiiii', 'kecewaaaaaaaaaaaaaaaaaaaaaaaa': 'kecewaaaaaaaaaaaaaaaaaaaaaaaa', 'oper': 'oper', 'slowly': 'slowly', 'lelett': 'lelett', 'positif': 'positif', 'dluan': 'dluan', 'dikrmkan': 'dikrmkan', 'loss': 'loss', 'dimintain': 'dimintain', 'meras': 'ras', 'dekdekan': 'dekdekan', 'hedset': 'hedset', 'kekantor': 'kantor', 'seliter': 'liter', 'amanahmu': 'amanah', 'mengandalkan': 'andal', 'qok': 'qok', 'berencana': 'rencana', 'prtma': 'prtma', 'dipengenin': 'dipengenin', 'fto': 'fto', 'malesss': 'malesss', 'lebayyy': 'lebayyy', 'ngelang': 'ngelang', 'fiks': 'fiks', 'menyesall': 'menyesall', 'sebenar': 'benar', 'benarnya': 'benar', 'kebohongan': 'bohong', 'dibyar': 'dibyar', 'digratis': 'gratis', 'dipasang': 'pasang', 'psg': 'psg', 'segede': 'gede', 'balego': 'balego', 'panen': 'panen', 'koreksinya': 'koreksi', 'partner': 'partner', 'diombang': 'diombang', 'ambingkan': 'ambing', 'arahnya': 'arah', 'ngrerespon': 'ngrerespon', 'memenui': 'menu', 'pengambelian': 'kambeli', 'curier': 'curier', 'kurier': 'kurier', 'pesenin': 'senin', 'libur': 'libur', 'imlek': 'imlek', 'kurirny': 'kurirny', 'isa': 'isa', 'ajarin': 'ajarin', 'sppay': 'sppay', 'oranh': 'oranh', 'memabatu': 'memabatu', 'dapur': 'dapur', 'kebutuhannya': 'butuh', 'ngembaliin': 'ngembaliin', 'untungin': 'untungin', 'perbedaan': 'beda', 'sparepart': 'sparepart', 'dibongkar': 'bongkar', 'basian': 'basi', 'kejual': 'jual', 'malaj': 'malaj', 'bloon': 'bloon', 'ahahaha': 'ahahaha', 'ngebalikin': 'ngebalikin', 'bangkut': 'bangkut', 'mgecewakan': 'mgecewakan', 'barmutu': 'barmutu', 'ciri': 'ciri', 'khas': 'khas', 'setengahnya': 'tengah', 'qan': 'qan', 'antusias': 'antusias', 'ketingalan': 'ketingalan', 'akunmu': 'akun', 'pbandingan': 'pbandingan', 'valuenya': 'valuenya', 'peninjauan': 'tinjau', 'gimanasihhhh': 'gimanasihhhh', 'anjk': 'anjk', 'validasi': 'validasi', 'validasinya': 'validasinya', 'dosbox': 'dosbox', 'malag': 'malag', 'senapan': 'senapan', 'chana': 'chana', 'beleng': 'beleng', 'mendzolimi': 'mendzolimi', 'pembelaan': 'bela', 'leha': 'leha', 'capitnya': 'capit', 'nyapitnya': 'nyapitnya', 'beberaoa': 'beberaoa', 'vrefikasi': 'vrefikasi', 'gljs': 'gljs', 'diurutkan': 'urut', 'kapas': 'kapas', 'nyambung': 'nyambung', 'kapasitas': 'kapasitas', 'gedde': 'gedde', 'lamaaaaaaaaaaa': 'lamaaaaaaaaaaa', 'ditambahin': 'ditambahin', 'sedikir': 'kir', 'sehrg': 'sehrg', 'kr': 'kr', 'beritikad': 'itikad', 'somuch': 'somuch', 'bertmbh': 'bertmbh', 'kedpn': 'kedpn', 'semangattt': 'semangattt', 'memeber': 'memeber', 'shopingg': 'shopingg', 'todopoint': 'todopoint', 'ahk': 'ahk', 'mefilter': 'mefilter', 'terpisah': 'pisah', 'stadar': 'stadar', 'paraaahhhhh': 'paraaahhhhh', 'gacorin': 'gacorin', 'send': 'send', 'beratin': 'beratin', 'trik': 'trik', 'tanding': 'tanding', 'saham': 'saham', 'gumushh': 'gumushh', 'pinjamnya': 'pinjam', 'recommemded': 'recommemded', 'ln': 'ln', 'screenshot': 'screenshot', 'deka': 'deka', 'pengjuan': 'juan', 'stts': 'stts', 'broken': 'broken', 'engajukan': 'engajukan', 'iiii': 'iiii', 'kebodohan': 'bodoh', 'seratus': 'ratus', 'respone': 'respone', 'maeeeenn': 'maeeeenn', 'pemulihan': 'pulih', 'sbgai': 'sbgai', 'pemanfaatan': 'manfaat', 'diemail': 'email', 'permasalahannya': 'masalah', 'terbengkalai': 'bengkalai', 'shoppepaynya': 'shoppepaynya', 'lancarin': 'lancarin', 'brrti': 'brrti', 'qw': 'qw', 'kirimin': 'kirimin', 'semacamnya': 'macam', 'subungi': 'subungi', 'nonor': 'nonor', 'perkenankan': 'kenan', 'set': 'set', 'kedetek': 'kedetek', 'pendanaan': 'dana', 'berbunga': 'bunga', 'obrolan': 'obrol', 'rwkomendit': 'rwkomendit', 'meberikan': 'meberikan', 'semongga': 'semongga', 'gooood': 'gooood', 'shoopefood': 'shoopefood', 'mulut': 'mulut', 'terimakadih': 'terimakadih', 'gapesen': 'gapesen', 'tab': 'tab', 'indomaretnya': 'indomaretnya', 'berbarengan': 'bareng', 'terpasang': 'pasang', 'padahaal': 'padahaal', 'diputus': 'putus', 'bakai': 'baka', 'merasuki': 'rasuk', 'antr': 'antr', 'tjuan': 'tjuan', 'ajirr': 'ajirr', 'lamaaaaaaaaaaaaa': 'lamaaaaaaaaaaaaa', 'interace': 'interace', 'kereen': 'kereen', 'ternyataaa': 'ternyataaa', 'kagetttt': 'kagetttt', 'edisi': 'edisi', 'rokan': 'rok', 'hilir': 'hilir', 'suryadi': 'suryadi', 'pekerjaannya': 'kerja', 'memdapatkan': 'memdapatkan', 'lokasinya': 'lokasi', 'konsumtif': 'konsumtif', 'hasrat': 'hasrat', 'husus': 'husus', 'leptop': 'leptop', 'palsunya': 'palsu', 'dilindungi': 'lindung', 'medsos': 'medsos', 'sembarang': 'sembarang', 'etis': 'etis', 'diringan': 'ring', 'menanganii': 'menanganii', 'penjelasannta': 'penjelasannta', 'apli': 'apli', 'jakartake': 'jakartake', 'dimurahkan': 'murah', 'manusiawi': 'manusiawi', 'chattingan': 'chattingan', 'dirasa': 'rasa', 'mendukungnya': 'dukung', 'image': 'image', 'disegala': 'segala', 'jenisnya': 'jenis', 'ngajuain': 'ngajuain', 'alesannya': 'alesannya', 'beritahukan': 'beritahukan', 'dobel': 'dobel', 'emaskan': 'emas', 'raja': 'raja', 'tanah': 'tanah', 'tuyul': 'tuyul', 'diresto': 'diresto', 'pear': 'pear', 'perbaik': 'baik', 'fiture': 'fiture', 'storenya': 'storenya', 'minnnn': 'minnnn', 'ngg': 'ngg', 'ios': 'ios', 'temukan': 'temu', 'transfernya': 'transfer', 'terpaforit': 'terpaforit', 'mantuulllll': 'mantuulllll', 'tergabung': 'gabung', 'rabbal': 'rabbal', 'menghindari': 'hindar', 'berkerumun': 'kerumun', 'napas': 'napas', 'repson': 'repson', 'biadab': 'biadab', 'amatiran': 'amatir', 'potongang': 'potongang', 'kalilipat': 'kalilipat', 'mengalaminya': 'alam', 'takrugi': 'takrugi', 'ngunduh': 'ngunduh', 'menggunakannayaa': 'menggunakannayaa', 'pegawai': 'pegawai', 'anehhh': 'anehhh', 'melunasin': 'melunasin', 'sepenuhnya': 'sepenuh', 'papua': 'papua', 'nasip': 'nasip', 'berusan': 'berus', 'notiv': 'notiv', 'trmasuk': 'trmasuk', 'tega': 'tega', 'diphk': 'diphk', 'mini': 'mini', 'pengiruman': 'pengiruman', 'nlfn': 'nlfn', 'pertemanan': 'teman', 'kebagian': 'bagi', 'dominan': 'dominan', 'belabelain': 'belabelain', 'laterr': 'laterr', 'klebihannya': 'klebihannya', 'menyamai': 'sama', 'sebutkan': 'sebut', 'ckckckck': 'ckckckck', 'dimainin': 'dimainin', 'sktr': 'sktr', 'mnitan': 'mnitan', 'pemanis': 'man', 'langgananku': 'langgan', 'ditujuan': 'tuju', 'dikarena': 'karena', 'sngaja': 'sngaja', 'enooolll': 'enooolll', 'rupiaah': 'rupiaah', 'tagihaan': 'tagihaan', 'kesaall': 'kesaall', 'kesell': 'kesell', 'sebangsatttt': 'sebangsatttt', 'anjinggg': 'anjinggg', 'tantang': 'tantang', 'hajar': 'hajar', 'bunuh': 'bunuh', 'bangsatttttt': 'bangsatttttt', 'seseuai': 'uai', 'sekarng': 'sekarng', 'berappun': 'rap', 'beribet': 'beribet', 'bnyakan': 'bnyakan', 'kenapasi': 'napas', 'lop': 'lop', 'shopiku': 'shopiku', 'gakuda': 'gakuda', 'diadakan': 'ada', 'kreditnya': 'kredit', 'billing': 'billing', 'jumat': 'jumat', 'mullu': 'mullu', 'ifi': 'ifi', 'berisik': 'berisik', 'penyakit': 'sakit', 'bunyinya': 'bunyi', 'ngagetin': 'ngagetin', 'pogram': 'pogram', 'masukk': 'masukk', 'tarikkk': 'tarikkk', 'mendaptkanya': 'mendaptkanya', 'memeberi': 'memeberi', 'jak': 'jak', 'publikkkk': 'publikkkk', 'mena': 'mena', 'seprti': 'seprti', 'tokep': 'tokep', 'reeward': 'reeward', 'disituasi': 'situasi', 'corona': 'corona', 'sesuia': 'sesuia', 'kemauan': 'mau', 'sikasih': 'sikasih', 'membayarkan': 'bayar', 'mempunya': 'punya', 'menggunaka': 'menggunaka', 'akulakupun': 'akulakupun', 'shopepey': 'shopepey', 'perlakukan': 'laku', 'pembelimu': 'bel', 'pengemis': 'emis', 'saneday': 'saneday', 'berlakukan': 'laku', 'fihak': 'fihak', 'arti': 'arti', 'chekcout': 'chekcout', 'gagak': 'gagak', 'jawabanpun': 'jawab', 'paraaaahhhhhhh': 'paraaaahhhhhhh', 'jesper': 'jesper', 'jaspernya': 'jaspernya', 'dijasa': 'jasa', 'retrun': 'retrun', 'tiki': 'tik', 'lion': 'lion', 'parcel': 'parcel', 'kekgini': 'kekgini', 'untukmu': 'untuk', 'kalai': 'kalai', 'maunpake': 'maunpake', 'shopeepinjamnya': 'shopeepinjamnya', 'kbutuhann': 'kbutuhann', 'bonusan': 'bonus', 'centang': 'centang', 'kumungkinan': 'mungkin', 'lainnnya': 'lainnnya', 'kepadaq': 'kepadaq', 'mnunggu': 'mnunggu', 'kepadamu': 'kepada', 'dinti': 'dinti', 'alhmdllah': 'alhmdllah', 'aamiiin': 'aamiiin', 'keinginannya': 'ingin', 'rendom': 'rendom', 'taiiiii': 'taiiiii', 'hengkang': 'hengkang', 'upgread': 'upgread', 'fainn': 'fainn', 'diinfokan': 'info', 'terindikasi': 'indikasi', 'lemoott': 'lemoott', 'terendah': 'rendah', 'indikasi': 'indikasi', 'dipajang': 'pajang', 'tepas': 'tepas', 'kosnumen': 'kosnumen', 'waaa': 'waaa', 'dilebihin': 'dilebihin', 'benefitnya': 'benefitnya', 'tinggalnya': 'tinggal', 'led': 'led', 'jtuh': 'jtuh', 'ngotot': 'ngotot', 'crita': 'crita', 'sinkron': 'sinkron', 'keesokan': 'esok', 'harinya': 'hari', 'terimakasi': 'terimakasi', 'teberat': 'teberat', 'perkecil': 'kecil', 'diskont': 'diskont', 'perlakuan': 'laku', 'keposting': 'keposting', 'ngalamain': 'ngalamain', 'rettur': 'rettur', 'ngatar': 'ngatar', 'kayk': 'kayk', 'faktax': 'faktax', 'kbykn': 'kbykn', 'sblmx': 'sblmx', 'prbaiki': 'prbaiki', 'pelayananmu': 'layan', 'closeup': 'closeup', 'dikredivo': 'dikredivo', 'kubutuhin': 'kubutuhin', 'ngaur': 'ngaur', 'brturut': 'brturut', 'pgi': 'pgi', 'kaltim': 'kaltim', 'samarinda': 'samarinda', 'peromonya': 'peromonya', 'kehabisan': 'habis', 'tdnya': 'tdnya', 'cona': 'cona', 'riset': 'riset', 'pazzle': 'pazzle', 'mlongo': 'mlongo', 'bengong': 'bengong', 'ndoglog': 'ndoglog', 'rlly': 'rlly', 'anymore': 'anymore', 'semingguan': 'minggu', 'menyahuti': 'sahut', 'contak': 'contak', 'person': 'person', 'melampirkan': 'lampir', 'terbang': 'terbang', 'mamber': 'mamber', 'wadah': 'wadah', 'mutasi': 'mutasi', 'mercant': 'mercant', 'saler': 'saler', 'menanggapi': 'tanggap', 'nungguhin': 'nungguhin', 'sono': 'sono', 'seh': 'seh', 'responding': 'responding', 'crashed': 'crashed', 'minimalis': 'minimal', 'paylatte': 'paylatte', 'nyerahin': 'nyerahin', 'tlefonin': 'tlefonin', 'kuraaaanggg': 'kuraaaanggg', 'sefleksibel': 'fleksibel', 'puterin': 'puterin', 'nasabah': 'nasabah', 'dipersyaratan': 'syarat', 'tercentang': 'centang', 'huuufftt': 'huuufftt', 'begituu': 'begituu', 'dering': 'dering', 'blink': 'blink', 'terjeda': 'jeda', 'dih': 'dih', 'macit': 'macit', 'aplicasi': 'aplicasi', 'gandoss': 'gandoss', 'dijemput': 'jemput', 'trek': 'trek', 'rekor': 'rekor', 'pertimbangannya': 'timbang', 'bagu': 'bagu', 'bangettttttttttttttttttttttttttttttttttttttttttttttttt': 'bangettttttttttttttttttttttttttttttttttttttttttttttttt', 'koc': 'koc', 'disarankan': 'saran', 'disaldonya': 'saldo', 'pakingnya': 'paking', 'sobek': 'sobek', 'sgn': 'sgn', 'dtgnya': 'dtgnya', 'pasanh': 'pasanh', 'booming': 'booming', 'sinyalku': 'sinyal', 'shopp': 'shopp', 'perjam': 'jam', 'jeleek': 'jeleek', 'kofe': 'kofe', 'kaks': 'kaks', 'gitar': 'gitar', 'akustik': 'akustik', 'elektrik': 'elektrik', 'apkh': 'apkh', 'kesan': 'kesan', 'gaptek': 'gaptek', 'slm': 'slm', 'laa': 'laa', 'murahnya': 'murah', 'screen': 'screen', 'shoot': 'shoot', 'pesenannya': 'sen', 'gajih': 'gajih', 'bwah': 'bwah', 'mamak': 'mamak', 'aleesa': 'aleesa', 'meringan': 'mering', 'seandai': 'anda', 'menghadirkan': 'hadir', 'dengn': 'dengn', 'cooling': 'cooling', 'pad': 'pad', 'sampekx': 'sampekx', 'bukancaku': 'bukancaku', 'leletttt': 'leletttt', 'nglawak': 'nglawak', 'wani': 'wani', 'jang': 'jang', 'didondold': 'didondold', 'dahsyat': 'dahsyat', 'ditransit': 'transit', 'diperbolehkan': 'boleh', 'leleeeeeeet': 'leleeeeeeet', 'banet': 'banet', 'pakeeee': 'pakeeee', 'ngehapusi': 'ngehapusi', 'khawalitas': 'khawalitas', 'sopie': 'sopie', 'pompa': 'pompa', 'galon': 'galon', 'sekang': 'sekang', 'belannja': 'belannja', 'seaching': 'seaching', 'verivikasinya': 'verivikasinya', 'gadungan': 'gadungan', 'embel': 'embel', 'gebyar': 'gebyar', 'idola': 'idola', 'terperinci': 'perinci', 'baiaya': 'baiaya', 'komplein': 'komplein', 'kapasitasnya': 'kapasitas', 'digencarin': 'digencarin', 'mandul': 'mandul', 'tanyain': 'tanyain', 'costomer': 'costomer', 'wakakakakka': 'wakakakakka', 'viral': 'viral', 'terusa': 'rusa', 'bujang': 'bujang', 'brangnya': 'brangnya', 'menolak': 'tolak', 'dikontrol': 'kontrol', 'tokennya': 'tokennya', 'meterannya': 'meter', 'tifak': 'tifak', 'penundaan': 'tunda', 'armada': 'armada', 'mampuh': 'mampuh', 'minding': 'minding', 'memperbaikinya': 'baik', 'larinya': 'lari', 'uangpun': 'uang', 'hanguss': 'hanguss', 'shpopee': 'shpopee', 'disaring': 'saring', 'menimbulkan': 'timbul', 'tentunnya': 'tentunnya', 'menjerit': 'jerit', 'seuprit': 'seuprit', 'hilihhh': 'hilihhh', 'beranjak': 'anjak', 'kotanya': 'kota', 'pundak': 'pundak', 'tips': 'tips', 'mas': 'mas', 'nitip': 'nitip', 'wkt': 'wkt', 'putihh': 'putihh', 'pictnya': 'pictnya', 'tanem': 'tanem', 'nanem': 'nanem', 'ishhhh': 'ishhhh', 'gabuttttt': 'gabuttttt', 'outlet': 'outlet', 'syedihhhh': 'syedihhhh', 'nyiram': 'nyiram', 'plissss': 'plissss', 'berkerja': 'kerja', 'menumpuk': 'tumpuk', 'thax': 'thax', 'menanggungnya': 'tanggung', 'kemprut': 'kemprut', 'kualami': 'alam', 'kedikitin': 'kitin', 'judulnya': 'judul', 'moso': 'moso', 'tis': 'tis', 'dipungut': 'pungut', 'dipahami': 'paham', 'ngkirnya': 'ngkirnya', 'pemegang': 'pegang', 'pengantarrrr': 'pengantarrrr', 'ribut': 'ribut', 'mengkonfirmasi': 'konfirmasi', 'inaina': 'inaina', 'raya': 'raya', 'didalam': 'dalam', 'bidangnya': 'bidang', 'ptong': 'ptong', 'pko': 'pko', 'kebank': 'bank', 'kebangkrutan': 'bangkrut', 'luaaar': 'luaaar', 'motto': 'motto', 'onggkir': 'onggkir', 'checout': 'checout', 'oongkirnua': 'oongkirnua', 'bohongan': 'bohong', 'mendaftr': 'mendaftr', 'assalamu': 'assalamu', 'lembar': 'lembar', 'sebal': 'sebal', 'hkusus': 'hkusus', 'diaatas': 'diaatas', 'diparhitungkan': 'diparhitungkan', 'bng': 'bng', 'han': 'han', 'subtotal': 'subtotal', 'hah': 'hah', 'bersungguh': 'sungguh', 'suksesnya': 'sukses', 'memeberikan': 'memeberikan', 'ylki': 'ylki', 'viralkan': 'viralkan', 'njg': 'njg', 'booked': 'booked', 'hina': 'hina', 'album': 'album', 'lightstick': 'lightstick', 'seald': 'seald', 'hrp': 'hrp', 'gus': 'gus', 'subscribe': 'subscribe', 'chanel': 'chanel', 'suma': 'suma', 'ditekan': 'tekan', 'voecer': 'voecer', 'kasihlah': 'kasih', 'jawabkan': 'jawab', 'pengganti': 'ganti', 'lampirkan': 'lampir', 'akhirnyae': 'akhirnyae', 'dgan': 'dgan', 'inisaya': 'inisaya', 'peraturann': 'peraturann', 'memalukan': 'malu', 'jgan': 'jgan', 'sayajuga': 'sayajuga', 'diitung': 'diitung', 'gakmau': 'gakmau', 'terbarulah': 'baru', 'dipulau': 'pulau', 'dipelosok': 'pelosok', 'strategis': 'strategis', 'nyesell': 'nyesell', 'laut': 'laut', 'daaaan': 'daaaan', 'telpn': 'telpn', 'pemblokiran': 'blokir', 'penerimanya': 'terima', 'seribet': 'seribet', 'laki': 'laki', 'kelurga': 'kelurga', 'informasinya': 'informasi', 'jnenya': 'jnenya', 'unrating': 'unrating', 'maksd': 'maksd', 'klen': 'klen', 'seharusny': 'seharusny', 'lainny': 'lainny', 'mmbandingkan': 'mmbandingkan', 'ngajelas': 'ngajelas', 'menjangkau': 'jangkau', 'ditangan': 'tang', 'andin': 'andin', 'rosa': 'rosa', 'rena': 'rena', 'ngupee': 'ngupee', 'engkau': 'engkau', 'terkenang': 'kenang', 'lelah': 'lelah', 'berartiii': 'berartiii', 'sendiriiii': 'sendiriiii', 'sbaiknya': 'sbaiknya', 'bgian': 'bgian', 'pengeriman': 'rim', 'shopypaylater': 'shopypaylater', 'cirebon': 'cirebon', 'sel': 'sel', 'el': 'el', 'langgeng': 'langgeng', 'sepeda': 'sepeda', 'anakku': 'anak', 'mobilnya': 'mobil', 'seri': 'seri', 'badannya': 'badan', 'kurus': 'kurus', 'gokil': 'gokil', 'jauhhh': 'jauhhh', 'ampir': 'ampir', 'kepincit': 'kepincit', 'melayang': 'layang', 'keringat': 'keringat', 'mlht': 'mlht', 'berkomentar': 'komentar', 'setlh': 'setlh', 'benned': 'benned', 'korbn': 'korbn', 'sebegininya': 'begini', 'ditransfer': 'transfer', 'etiminasi': 'etiminasi', 'kpan': 'kpan', 'berjamaah': 'jamaah', 'trolikan': 'troli', 'varian': 'varian', 'troli': 'troli', 'dereesss': 'dereesss', 'ngalirr': 'ngalirr', 'waaauw': 'waaauw', 'ss': 'ss', 'terlu': 'terlu', 'teteeeep': 'teteeeep', 'purba': 'purba', 'admi': 'admi', 'blas': 'blas', 'videonya': 'video', 'lasan': 'las', 'shoopie': 'shoopie', 'lom': 'lom', 'perbaikii': 'perbaikii', 'tujukkin': 'tujukkin', 'drugikan': 'drugikan', 'persan': 'pers', 'belanjaaaa': 'belanjaaaa', 'sholusinya': 'sholusinya', 'nemenin': 'nemenin', 'yaaaaaaaa': 'yaaaaaaaa', 'makn': 'makn', 'aneka': 'aneka', 'dipke': 'dipke', 'mundur': 'mundur', 'sprai': 'sprai', 'mengecakan': 'kecak', 'pelangi': 'pelangi', 'teruji': 'uji', 'terjga': 'terjga', 'tercatat': 'catat', 'komsumen': 'komsumen', 'keporatif': 'keporatif', 'lem': 'lem', 'dirasakan': 'rasa', 'pertamakali': 'pertamakali', 'hijauu': 'hijauu', 'giniya': 'giniya', 'sebernyatuh': 'nyatuh', 'manteng': 'manteng', 'bisanyatuh': 'bisanyatuh', 'scrol': 'scrol', 'gapaham': 'gapaham', 'dibersihin': 'dibersihin', 'sampahnya': 'sampah', 'jendela': 'jendela', 'nope': 'nope', 'berstatus': 'status', 'dipersiapkan': 'siap', 'musnahkan': 'musnah', 'mangkel': 'mangkel', 'paksakan': 'paksa', 'meminjam': 'pinjam', 'berdosa': 'dosa', 'bungan': 'bung', 'rawat': 'rawat', 'musibah': 'musibah', 'memuakkan': 'muak', 'disalahin': 'disalahin', 'diajakin': 'diajakin', 'calon': 'calon', 'saranghae': 'saranghae', 'hxudbdjdcdjdbjsdbjdbdjdndmdbdnjxjdkdjdidjjcggxtdbjddjbdkdkhegwyryehdjdhdjxbdjhsgwksjbdnaknzbkabsbxnskskshyeidhsyrjsbsbsnzbzbdbbdjsddnndbdbdbsnsnsnznznsbsbsbzndbdbdbdbdndndndndndndnxnxnnxxnxnnxxnnzndbzkdbjs': 'hxudbdjdcdjdbjsdbjdbdjdndmdbdnjxjdkdjdidjjcggxtdbjddjbdkdkhegwyryehdjdhdjxbdjhsgwksjbdnaknzbkabsbxnskskshyeidhsyrjsbsbsnzbzbdbbdjsddnndbdbdbsnsnsnznznsbsbsbzndbdbdbdbdndndndndndndnxnxnnxxnxnnxxnnzndbzkdbjs', 'automatis': 'automatis', 'konektivitas': 'konektivitas', 'sbanding': 'sbanding', 'slesai': 'slesai', 'genap': 'genap', 'ktas': 'ktas', 'usia': 'usia', 'mendeteksi': 'deteksi', 'mukanya': 'muka', 'prosssnya': 'prosssnya', 'hoiii': 'hoiii', 'aye': 'aye', 'baterei': 'baterei', 'baranggnya': 'baranggnya', 'distem': 'distem', 'menyimak': 'simak', 'menghitung': 'hitung', 'include': 'include', 'santun': 'santun', 'tinggl': 'tinggl', 'membalas': 'balas', 'atitude': 'atitude', 'baby': 'baby', 'snackvideo': 'snackvideo', 'googleplay': 'googleplay', 'lebar': 'lebar', 'slip': 'slip', 'licin': 'licin', 'daya': 'daya', 'serap': 'serap', 'komfirmasi': 'komfirmasi', 'pergantian': 'ganti', 'motif': 'motif', 'kekeliruan': 'keliru', 'mencatat': 'catat', 'saved': 'saved', 'message': 'message', 'guenya': 'gue', 'dikecewain': 'dikecewain', 'default': 'default', 'memisahkan': 'pisah', 'shoppeefood': 'shoppeefood', 'aktivin': 'aktivin', 'aktiv': 'aktiv', 'pekerjaaan': 'pekerjaaan', 'persyaratannya': 'syarat', 'kayu': 'kayu', 'telusuri': 'telusur', 'keluh': 'keluh', 'shopeepayku': 'shopeepayku', 'kenaapaaa': 'kenaapaaa', 'gituin': 'gituin', 'whyy': 'whyy', 'shopeepaylaternya': 'shopeepaylaternya', 'bbbooooonnnnnggggg': 'bbbooooonnnnnggggg', 'hayyyuuuukkkkkk': 'hayyyuuuukkkkkk', 'dikiranya': 'kira', 'tertuduh': 'tuduh', 'supportin': 'supportin', 'menyuruh': 'suruh', 'scanbarcode': 'scanbarcode', 'kepulau': 'pulau', 'berandai': 'beranda', 'termaksud': 'maksud', 'tagiahan': 'tagiahan', 'mngaktifkan': 'mngaktifkan', 'dpembeli': 'dpembeli', 'dcek': 'dcek', 'sebulumnya': 'sebulumnya', 'kama': 'kama', 'bnar': 'bnar', 'tetp': 'tetp', 'kridet': 'kridet', 'lulus': 'lulus', 'ladzada': 'ladzada', 'taon': 'taon', 'valet': 'valet', 'lippo': 'lippo', 'kemang': 'kemang', 'ente': 'ente', 'dibelanjain': 'dibelanjain', 'kepotongpun': 'potong', 'kepke': 'kepke', 'sodaraku': 'sodaraku', 'chekc': 'chekc', 'smh': 'smh', 'dkung': 'dkung', 'menpermudah': 'menpermudah', 'bepergian': 'pergi', 'gopaycoin': 'gopaycoin', 'astimasi': 'astimasi', 'kembalinya': 'kembali', 'ayam': 'ayam', 'dibuatkan': 'buat', 'rules': 'rules', 'dihukum': 'hukum', 'dinikmati': 'nikmat', 'mengamankan': 'aman', 'sstttt': 'sstttt', 'menyelinap': 'selinap', 'berdoa': 'doa', 'heeeiiu': 'heeeiiu', 'haloooooo': 'haloooooo', 'kura': 'kura', 'kelen': 'kelen', 'betuli': 'betul', 'kutengok': 'tengok', 'lebtop': 'lebtop', 'jml': 'jml', 'fersi': 'fersi', 'mendesak': 'desak', 'collector': 'collector', 'menyakitkan': 'sakit', 'mecahin': 'mecahin', 'aduuhh': 'aduuhh', 'pertgl': 'pertgl', 'pergerakan': 'gera', 'kapal': 'kapal', 'selam': 'selam', 'keterlambatanya': 'keterlambatanya', 'ngutak': 'ngutak', 'berbau': 'bau', 'gblk': 'gblk', 'nyium': 'nyium', 'bakwan': 'bakwan', 'sambalnya': 'sambal', 'bau': 'bau', 'geprek': 'geprek', 'ayamnya': 'ayam', 'restorannya': 'restoran', 'pemcairan': 'pemcairan', 'maxsimal': 'maxsimal', 'menelepon': 'telepon', 'panggilan': 'panggil', 'anggur': 'anggur', 'layu': 'layu', 'nyic': 'nyic', 'smw': 'smw', 'toopeed': 'toopeed', 'buukaalaapaak': 'buukaalaapaak', 'menggangu': 'menggangu', 'sulsel': 'sulsel', 'mks': 'mks', 'bawel': 'bawel', 'nyamain': 'nyamain', 'ecomerce': 'ecomerce', 'aplksi': 'aplksi', 'kirimannya': 'kirim', 'minggat': 'minggat', 'direvisi': 'revisi', 'mintakn': 'mintakn', 'dtengnya': 'dtengnya', 'tunda': 'tunda', 'bawang': 'bawang', 'ketunda': 'tunda', 'pejuwal': 'pejuwal', 'kujungi': 'kujung', 'warung': 'warung', 'heeellooooo': 'heeellooooo', 'bilnya': 'bilnya', 'tipulah': 'tipu', 'pengemesannya': 'mes', 'belain': 'bain', 'ngiririman': 'ngiririman', 'penyortiran': 'sortir', 'pembersihan': 'bersih', 'pengaantar': 'pengaantar', 'kompeteror': 'kompeteror', 'affliate': 'affliate', 'dikirimkan': 'kirim', 'baguuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuusssssssssssssssssssssss': 'baguuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuusssssssssssssssssssssss', 'mantapka': 'mantapka', 'kebayakan': 'kebaya', 'menangnya': 'menang', 'apalg': 'apalg', 'buangeet': 'buangeet', 'ultra': 'ultra', 'speed': 'speed', 'typenya': 'typenya', 'waiting': 'waiting', 'explorenya': 'explorenya', 'ndro': 'ndro', 'aktivkan': 'aktivkan', 'cstmr': 'cstmr', 'slh': 'slh', 'nmx': 'nmx', 'luput': 'luput', 'pea': 'pea', 'tibang': 'tibang', 'olehmu': 'oleh', 'bukapalak': 'bukapalak', 'pamit': 'pamit', 'ecek': 'ecek', 'vouchr': 'vouchr', 'dagangannya': 'dagang', 'shopayliter': 'shopayliter', 'pijaman': 'pijaman', 'suda': 'suda', 'yamg': 'yamg', 'untuj': 'untuj', 'kecewaa': 'kecewaa', 'shopaylatter': 'shopaylatter', 'fak': 'fak', 'grade': 'grade', 'woyyyyyyy': 'woyyyyyyy', 'nyalah': 'nyalah', 'rakitan': 'rakit', 'exspedisinya': 'exspedisinya', 'wara': 'wara', 'palopo': 'palopo', 'istikomah': 'istikomah', 'aamiinnnnnn': 'aamiinnnnnn', 'dikreditkan': 'kredit', 'ngirimin': 'ngirimin', 'kegagalan': 'gagal', 'minum': 'minum', 'udara': 'udara', 'darat': 'darat', 'heemm': 'heemm', 'jempolll': 'jempolll', 'oranye': 'oranye', 'efesien': 'efesien', 'penggunaannya': 'guna', 'gilakk': 'gilakk', 'enk': 'enk', 'kedriver': 'kedriver', 'sharelokasi': 'sharelokasi', 'yowes': 'yowes', 'gajadi': 'gajadi', 'lingkungan': 'lingkung', 'guyss': 'guyss', 'jamiiinnnnn': 'jamiiinnnnn', 'melambung': 'lambung', 'harta': 'harta', 'karun': 'karun', 'anjgg': 'anjgg', 'napahh': 'napahh', 'nauzzubillah': 'nauzzubillah', 'minzalik': 'minzalik', 'tanamnya': 'tanam', 'kedip': 'kedip', 'penyiraman': 'siram', 'timbal': 'timbal', 'sebanding': 'banding', 'dibenahin': 'dibenahin', 'ntk': 'ntk', 'inginku': 'ingin', 'terxta': 'terxta', 'dimurahin': 'dimurahin', 'spare': 'spare', 'lipobatere': 'lipobatere', 'dido': 'dido', 'audah': 'audah', 'permasalah': 'masa', 'des': 'des', 'berpendirian': 'rian', 'ngembalikan': 'ngembalikan', 'puassss': 'puassss', 'memng': 'memng', 'brsaing': 'brsaing', 'xxxxx': 'xxxxx', 'rupiahbegitu': 'rupiahbegitu', 'dislike': 'dislike', 'aprove': 'aprove', 'hello': 'hello', 'terlindungi': 'lindung', 'pembayan': 'pembayan', 'kombo': 'kombo', 'dikomplai': 'dikomplai', 'konkalikong': 'konkalikong', 'bayangin': 'bayangin', 'membacanya': 'baca', 'menggunakanya': 'menggunakanya', 'ditanggung': 'tanggung', 'upnya': 'upnya', 'perumahan': 'rumah', 'titipkan': 'titip', 'lompat': 'lompat', 'bn': 'bn', 'pelangaran': 'pelangaran', 'sadah': 'sadah', 'bulih': 'bulih', 'dikuntrul': 'dikuntrul', 'gu': 'gu', 'banyaaaaaaaaaaaaaak': 'banyaaaaaaaaaaaaaak', 'nikmatnya': 'nikmat', 'lagiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiii': 'lagiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiii', 'bangeeeeeet': 'bangeeeeeet', 'ngeeeeeeeet': 'ngeeeeeeeet', 'pubg': 'pubg', 'fps': 'fps', 'padahalsaya': 'padahalsaya', 'ngelanggar': 'ngelanggar', 'taya': 'taya', 'ngan': 'ngan', 'sajikan': 'saji', 'penerbitan': 'terbit', 'organesasi': 'organesasi', 'ttng': 'ttng', 'puasnya': 'puas', 'pegawaimu': 'pegawai', 'mengeluarkan': 'keluar', 'panduan': 'pandu', 'nget': 'nget', 'mengawali': 'awal', 'woooy': 'woooy', 'restaurant': 'restaurant', 'gagu': 'gagu', 'disamain': 'disamain', 'ads': 'ads', 'selang': 'selang', 'memberitahukan': 'memberitahukan', 'disiapkan': 'siap', 'sensitif': 'sensitif', 'terburu': 'buru', 'panik': 'panik', 'dicerna': 'cerna', 'antraj': 'antraj', 'kepuasaan': 'puasa', 'cap': 'cap', 'david': 'david', 'rofles': 'rofles', 'pemalas': 'malas', 'dititipkan': 'titip', 'bidan': 'bidan', 'jemput': 'jemput', 'gabilanh': 'gabilanh', 'streeeesssss': 'streeeesssss', 'ngeblokir': 'ngeblokir', 'woiiii': 'woiiii', 'woiyyyy': 'woiyyyy', 'seperty': 'seperty', 'benciiiiiiii': 'benciiiiiiii', 'datneng': 'datneng', 'jelekkkkkk': 'jelekkkkkk', 'ngerampok': 'ngerampok', 'pemerintah': 'perintah', 'diajak': 'ajak', 'pinrang': 'pinrang', 'sbuhuuuuuuk': 'sbuhuuuuuuk', 'matikan': 'mati', 'mengharuskan': 'harus', 'bgitu': 'bgitu', 'masah': 'masah', 'eksepedisi': 'eksepedisi', 'keditek': 'keditek', 'price': 'price', 'dtngan': 'dtngan', 'lnsung': 'lnsung', 'belih': 'belih', 'sktran': 'sktran', 'dinyalain': 'dinyalain', 'bergaransi': 'garansi', 'siiiip': 'siiiip', 'kesukaan': 'suka', 'melayanin': 'melayanin', 'ayooo': 'ayooo', 'donloat': 'donloat', 'memerhatikan': 'perhati', 'gagalin': 'gagalin', 'kagumin': 'kagumin', 'ksni': 'ksni', 'skit': 'skit', 'andaikan': 'andai', 'fotokan': 'foto', 'kostomer': 'kostomer', 'shopienya': 'shopienya', 'terancam': 'ancam', 'ptongan': 'ptongan', 'expectasi': 'expectasi', 'peb': 'peb', 'asrep': 'asrep', 'keliru': 'keliru', 'pepes': 'pepes', 'tongkol': 'tongkol', 'unk': 'unk', 'sangsi': 'sangsi', 'sjope': 'sjope', 'konplain': 'konplain', 'gaksaya': 'gaksaya', 'masalsh': 'masalsh', 'sadlo': 'sadlo', 'twrtimpa': 'twrtimpa', 'trms': 'trms', 'mekanisme': 'mekanisme', 'didepan': 'depan', 'yya': 'yya', 'pulak': 'pulak', 'signalnya': 'signalnya', 'membiarkan': 'biar', 'memblok': 'blok', 'fotonya': 'foto', 'curiga': 'curiga', 'berartikan': 'arti', 'menguntgkn': 'menguntgkn', 'posisinya': 'posisi', 'dikuranginya': 'kurang', 'muslihat': 'muslihat', 'kahir': 'kahir', 'dikembalian': 'kembali', 'perluh': 'perluh', 'kerena': 'rena', 'sopay': 'sopay', 'kann': 'kann', 'masihh': 'masihh', 'erorrrrree': 'erorrrrree', 'errrorrr': 'errrorrr', 'gdk': 'gdk', 'ngendep': 'ngendep', 'ollshop': 'ollshop', 'koyok': 'koyok', 'telek': 'telek', 'oia': 'oia', 'bid': 'bid', 'ordernya': 'order', 'begituan': 'begitu', 'dilaporin': 'dilaporin', 'ditangapin': 'ditangapin', 'mncari': 'mncari', 'heheheee': 'heheheee', 'tambain': 'tambain', 'tuuh': 'tuuh', 'dipesanpun': 'pes', 'terpajang': 'pajang', 'manajemen': 'manajemen', 'rela': 'rela', 'begadang': 'begadang', 'teng': 'teng', 'loyalti': 'loyalti', 'yaah': 'yaah', 'pendapat': 'dapat', 'pertimbangan': 'timbang', 'pengecualian': 'kecuali', 'menyebalkan': 'sebal', 'shoppelayter': 'shoppelayter', 'sisten': 'sisten', 'lusa': 'lusa', 'sedangkn': 'sedangkn', 'tirikan': 'tiri', 'ngasal': 'ngasal', 'mengirimi': 'kirim', 'dilengkapi': 'lengkap', 'giveaway': 'giveaway', 'kebilang': 'bilang', 'subcribe': 'subcribe', 'channel': 'channel', 'kua': 'kua', 'teknik': 'teknik', 'otomotif': 'otomotif', 'coookkkk': 'coookkkk', 'apesss': 'apesss', 'appeeess': 'appeeess', 'ending': 'ending', 'fikiran': 'fikiran', 'uangku': 'uang', 'sopiee': 'sopiee', 'jelekny': 'jelekny', 'rendahh': 'rendahh', 'lunasnya': 'lunas', 'minjemnya': 'minjemnya', 'ngangsur': 'ngangsur', 'hehhee': 'hehhee', 'sukseesss': 'sukseesss', 'seeh': 'seeh', 'komentarin': 'komentarin', 'hahahaa': 'hahahaa', 'nyelesein': 'nyelesein', 'pg': 'pg', 'separuh': 'paruh', 'kelemahan': 'lemah', 'pnwkvd': 'pnwkvd', 'saban': 'saban', 'dibatalkam': 'dibatalkam', 'sedihnya': 'sedih', 'mengaturnya': 'atur', 'oprasional': 'oprasional', 'estafet': 'estafet', 'officialnya': 'officialnya', 'penyok': 'penyok', 'menangkan': 'menang', 'oprator': 'oprator', 'sukur': 'sukur', 'teteng': 'teteng', 'bengeknya': 'bengek', 'terposting': 'terposting', 'charge': 'charge', 'belanjamu': 'belanja', 'fod': 'fod', 'nganggap': 'nganggap', 'rekomendasinya': 'rekomendasi', 'dress': 'dress', 'ld': 'ld', 'nonggol': 'nonggol', 'pengembalikan': 'kembali', 'sttusnya': 'sttusnya', 'mondar': 'mondar', 'mandir': 'mandir', 'pembeliannya': 'beli', 'selleer': 'selleer', 'wetv': 'wetv', 'tenggat': 'tenggat', 'teruus': 'teruus', 'lamaan': 'lama', 'ngertiin': 'ngertiin', 'jera': 'jera', 'massege': 'massege', 'kelayar': 'layar', 'suplier': 'suplier', 'spylaternya': 'spylaternya', 'berbalanja': 'berbalanja', 'indnesia': 'indnesia', 'caramu': 'cara', 'menyengsarakan': 'sengsara', 'rese': 'rese', 'diapply': 'diapply', 'ngais': 'ngais', 'pemgguna': 'pemgguna', 'spesialin': 'spesialin', 'eneg': 'eneg', 'cassing': 'cassing', 'berkuatitas': 'berkuatitas', 'ditingkatkna': 'ditingkatkna', 'bagua': 'bagua', 'jon': 'jon', 'jono': 'jono', 'gratia': 'gratia', 'ongkirr': 'ongkirr', 'berakhirr': 'berakhirr', 'dobollll': 'dobollll', 'pack': 'pack', 'tingg': 'tingg', 'kemanamana': 'kemanamana', 'dishopeein': 'dishopeein', 'goood': 'goood', 'hebo': 'hebo', 'cakap': 'cakap', 'seringan': 'sering', 'melipat': 'lipat', 'gandakan': 'ganda', 'buble': 'buble', 'permain': 'main', 'pecinta': 'cinta', 'tercecer': 'cecer', 'dilacak': 'lacak', 'temuan': 'temu', 'truz': 'truz', 'kelewat': 'lewat', 'diamankan': 'aman', 'paraaaaah': 'paraaaaah', 'klii': 'klii', 'hormat': 'hormat', 'dongggg': 'dongggg', 'bayarr': 'bayarr', 'aalsannya': 'aalsannya', 'sgitunya': 'sgitunya', 'ditelfon': 'ditelfon', 'dtanya': 'dtanya', 'rrfww': 'rrfww', 'mulur': 'mulur', 'karet': 'karet', 'ikat': 'ikat', 'gula': 'gula', 'pasir': 'pasir', 'spletter': 'spletter', 'ragukan': 'ragu', 'clana': 'clana', 'hypermart': 'hypermart', 'ucapan': 'ucap', 'pertanggungjawaban': 'pertanggungjawaban', 'pesaan': 'pesa', 'serunya': 'seru', 'panteek': 'panteek', 'cheekout': 'cheekout', 'terlaluahal': 'terlaluahal', 'pelittt': 'pelittt', 'spelehin': 'spelehin', 'recomm': 'recomm', 'kwan': 'kwan', 'ksini': 'ksini', 'ancurr': 'ancurr', 'spti': 'spti', 'dibebaskan': 'bebas', 'insya': 'insya', 'membantunya': 'bantu', 'penyakitan': 'sakit', 'anggi': 'anggi', 'rosiyani': 'rosiyani', 'gabakal': 'gabakal', 'bertuliskan': 'tulis', 'penaganan': 'tagan', 'dshopee': 'dshopee', 'transparan': 'transparan', 'tentuin': 'tentuin', 'kasarannya': 'kasar', 'kgbisa': 'kgbisa', 'ketidakpuasan': 'ketidakpuasan', 'benarrr': 'benarrr', 'loginn': 'loginn', 'mengganti': 'ganti', 'dipersulitttttt': 'dipersulitttttt', 'cairnya': 'cair', 'ditulisan': 'tulis', 'sekaranh': 'sekaranh', 'mengecewakannn': 'mengecewakannn', 'payleterr': 'payleterr', 'bids': 'bids', 'momen': 'momen', 'playletter': 'playletter', 'ben': 'ben', 'unik': 'unik', 'mantaapppppp': 'mantaapppppp', 'henti': 'henti', 'jemari': 'jemari', 'mengasih': 'asih', 'hayoo': 'hayoo', 'samedaynya': 'samedaynya', 'tokoped': 'tokoped', 'melambay': 'melambay', 'lambay': 'lambay', 'buahan': 'buah', 'sayuran': 'sayur', 'commerse': 'commerse', 'ecommerse': 'ecommerse', 'internetku': 'internetku', 'ungu': 'ungu', 'dihilangin': 'dihilangin', 'tdi': 'tdi', 'jm': 'jm', 'struk': 'struk', 'capture': 'capture', 'lumyan': 'lumyan', 'reshelernya': 'reshelernya', 'menyimpan': 'simpan', 'direply': 'direply', 'wajan': 'wajan', 'bahagia': 'bahagia', 'imbasnya': 'imbas', 'didzalimi': 'didzalimi', 'dilepaskan': 'lepas', 'azab': 'azab', 'kebutuhanku': 'butuh', 'puyer': 'puyer', 'trrimaksih': 'trrimaksih', 'sudha': 'sudha', 'kritikan': 'kritik', 'membangun': 'bangun', 'handalan': 'handalan', 'didesa': 'desa', 'hiu': 'hiu', 'control': 'control', 'beberap': 'beberap', 'jersey': 'jersey', 'sedikitpun': 'sedikit', 'kekayaan': 'kaya', 'intelektual': 'intelektual', 'come': 'come', 'men': 'men', 'ngejual': 'ngejual', 'bgr': 'bgr', 'kessel': 'kessel', 'ngajuan': 'ngajuan', 'besttt': 'besttt', 'ketagihannnnnnnnnnn': 'ketagihannnnnnnnnnn', 'oknom': 'oknom', 'ajaib': 'ajaib', 'instansi': 'instansi', 'dahulukan': 'dahulu', 'ongkirrrrr': 'ongkirrrrr', 'ndka': 'ndka', 'kemanapun': 'mana', 'doanggg': 'doanggg', 'msi': 'msi', 'yezzzz': 'yezzzz', 'grandos': 'grandos', 'saeankan': 'saeankan', 'keceewaaaaaaaaaaaaaaaaaa': 'keceewaaaaaaaaaaaaaaaaaa', 'memperpanjang': 'panjang', 'apsnya': 'apsnya', 'diuptade': 'diuptade', 'membedakannya': 'beda', 'jng': 'jng', 'jha': 'jha', 'konsul': 'konsul', 'akar': 'akar', 'bagussssssss': 'bagussssssss', 'bguss': 'bguss', 'mendi': 'mendi', 'kasusnya': 'kasus', 'higg': 'higg', 'nicknya': 'nicknya', 'akirnya': 'akirnya', 'pengembaliam': 'pengembaliam', 'bikim': 'bikim', 'shopepy': 'shopepy', 'curi': 'curi', 'rampok': 'rampok', 'kuatir': 'kuatir', 'panjatkan': 'panjat', 'kehadirat': 'hadirat', 'wata': 'wata', 'berumur': 'umur', 'mukabumi': 'mukabumi', 'barokah': 'barokah', 'ilmu': 'ilmu', 'fiddunnyaa': 'fiddunnyaa', 'wal': 'wal', 'amien': 'amien', 'robbal': 'robbal', 'aalamin': 'aalamin', 'sholawat': 'sholawat', 'curahkan': 'curah', 'kebandiga': 'kebandiga', 'nabi': 'nabi', 'shollalloh': 'shollalloh', 'ngubah': 'ngubah', 'boonng': 'boonng', 'hayyuk': 'hayyuk', 'mnyenangkan': 'mnyenangkan', 'mnikmati': 'mnikmati', 'voucherku': 'voucherku', 'ggabisa': 'ggabisa', 'sebelahnya': 'belah', 'kbali': 'kbali', 'abisnya': 'abis', 'timgkatkan': 'timgkatkan', 'hayuuk': 'hayuuk', 'nengok': 'nengok', 'kubilang': 'bilang', 'jrang': 'jrang', 'mesanx': 'mesanx', 'jidatnya': 'jidat', 'deliwafa': 'wafa', 'iyalah': 'iya', 'bagimu': 'bagi', 'shppay': 'shppay', 'ngatur': 'ngatur', 'bagusdan': 'bagusdan', 'kuncinya': 'kunci', 'tengkyuu': 'tengkyuu', 'kaji': 'kaji', 'dibatasin': 'dibatasin', 'trang': 'trang', 'smpainya': 'smpainya', 'ktmpt': 'ktmpt', 'sebaikx': 'sebaikx', 'mengawasi': 'awas', 'misalx': 'misalx', 'kasur': 'kasur', 'ukuranya': 'ukuranya', 'terlibat': 'libat', 'contohx': 'contohx', 'nagi': 'nagi', 'adam': 'adam', 're': 're', 'haus': 'haus', 'ngetik': 'ngetik', 'keyboardnya': 'keyboardnya', 'primium': 'primium', 'resek': 'resek', 'menitan': 'menit', 'terhenti': 'henti', 'plislah': 'plislah', 'smph': 'smph', 'dalahlah': 'dalahlah', 'dayaa': 'dayaa', 'belaku': 'bela', 'engak': 'engak', 'udha': 'udha', 'tuduhan': 'tuduh', 'ngehubungin': 'ngehubungin', 'platfrom': 'platfrom', 'icon': 'icon', 'tuju': 'tuju', 'kq': 'kq', 'diutamain': 'diutamain', 'teruz': 'teruz', 'rewards': 'rewards', 'baramgnya': 'baramgnya', 'vocuher': 'vocuher', 'cth': 'cth', 'kisaran': 'kisar', 'poinnya': 'poin', 'dibelukan': 'belu', 'mbayar': 'mbayar', 'kelupaan': 'lupa', 'buatlah': 'buat', 'iklanpun': 'iklan', 'banayak': 'banayak', 'skksksk': 'skksksk', 'uwang': 'uwang', 'disalah': 'salah', 'menuh': 'menuh', 'menuhin': 'menuhin', 'istal': 'istal', 'unggu': 'unggu', 'legen': 'legen', 'resellelnya': 'resellelnya', 'resellernya': 'resellernya', 'sopipaylater': 'sopipaylater', 'ngembaliinnya': 'ngembaliinnya', 'bua': 'bua', 'masakan': 'masakan', 'berkunjung': 'kunjung', 'kpda': 'kpda', 'jadwalkan': 'jadwal', 'dikirimnya': 'kirim', 'distributor': 'distributor', 'mengijinkan': 'mengijinkan', 'fintech': 'fintech', 'mengijinakan': 'mengijinakan', 'ipar': 'ipar', 'dipakek': 'dipakek', 'feednya': 'feednya', 'fokusin': 'fokusin', 'noing': 'noing', 'marchent': 'marchent', 'mantap': 'mantap', 'ntab': 'ntab', 'maret': 'maret', 'ngirus': 'ngirus', 'dibeginikan': 'begini', 'betulin': 'betulin', 'menggurangi': 'menggurangi', 'trkenal': 'trkenal', 'banyaak': 'banyaak', 'kasiih': 'kasiih', 'dilemotnya': 'lot', 'mikirnya': 'mikirnya', 'brmaslah': 'brmaslah', 'pengiriminnya': 'pengiriminnya', 'progres': 'progres', 'wita': 'wita', 'sebellll': 'sebellll', 'antrian': 'antri', 'complainnya': 'complainnya', 'antrianku': 'antri', 'sadap': 'sadap', 'bagis': 'bagis', 'terimkasih': 'terimkasih', 'superstar': 'superstar', 'left': 'left', 'brimo': 'brimo', 'seger': 'seger', 'trhitung': 'trhitung', 'sduah': 'sduah', 'disspinjam': 'disspinjam', 'nantinnya': 'nantinnya', 'samakan': 'sama', 'disamarkan': 'samar', 'sooppiiiiii': 'sooppiiiiii', 'penyebaran': 'sebar', 'realpicks': 'realpicks', 'pandeglang': 'pandeglang', 'grationg': 'grationg', 'sdangkn': 'sdangkn', 'kedaerah': 'daerah', 'vokoknya': 'vokoknya', 'abiiieezz': 'abiiieezz', 'siiiipp': 'siiiipp', 'dakam': 'dakam', 'antrean': 'antre', 'withdraw': 'withdraw', 'persiapin': 'persiapin', 'khabisan': 'khabis', 'khbisan': 'khbisan', 'usahain': 'usahain', 'serbu': 'serbu', 'manjain': 'manjain', 'sayaaaaaaa': 'sayaaaaaaa', 'pertindak': 'tindak', 'pinjama': 'pinjama', 'pagj': 'pagj', 'samlai': 'samlai', 'adja': 'adja', 'ninggu': 'ninggu', 'pikah': 'pikah', 'memgikuti': 'memgikuti', 'diapk': 'diapk', 'misinya': 'misi', 'credit': 'credit', 'card': 'card', 'bpjs': 'bpjs', 'sdngkan': 'sdngkan', 'ruah': 'ruah', 'dann': 'dann', 'kenapaaa': 'kenapaaa', 'transaksipun': 'transaksi', 'kepingin': 'kepingin', 'goooo': 'goooo', 'grabnya': 'grabnya', 'mobilebanking': 'mobilebanking', 'shpe': 'shpe', 'dblg': 'dblg', 'kna': 'kna', 'megecewakan': 'megecewakan', 'ungulan': 'ungulan', 'berbentukn': 'berbentukn', 'vhoucer': 'vhoucer', 'megantar': 'megantar', 'emergency': 'emergency', 'menjatuhkan': 'jatuh', 'menjelekkan': 'jelek', 'ngemis': 'ngemis', 'overclaim': 'overclaim', 'paylatternya': 'paylatternya', 'uddah': 'uddah', 'jwbn': 'jwbn', 'alesanya': 'alesanya', 'dkirim': 'dkirim', 'terbatalkan': 'batal', 'tailkl': 'tailkl', 'spleter': 'spleter', 'agan': 'agan', 'bni': 'bni', 'mbankgw': 'mbankgw', 'mbank': 'mbank', 'pembli': 'pembli', 'borosnya': 'boros', 'dhlh': 'dhlh', 'sopipaylatter': 'sopipaylatter', 'maniak': 'maniak', 'bgnian': 'bgnian', 'setannya': 'setan', 'dchat': 'dchat', 'kekurang': 'kurang', 'solosinya': 'solosinya', 'mengingatnya': 'ingat', 'surug': 'surug', 'ingetin': 'ingetin', 'padi': 'padi', 'berisi': 'isi', 'menunduk': 'tunduk', 'custumer': 'custumer', 'labuh': 'labuh', 'dipikirkan': 'pikir', 'memudahakan': 'memudahakan', 'sekaran': 'sekar', 'etoll': 'etoll', 'bagiku': 'bagi', 'kugunakan': 'guna', 'normalin': 'normalin', 'tek': 'tek', 'mksdnya': 'mksdnya', 'helloooooi': 'helloooooi', 'paayaaahhhh': 'paayaaahhhh', 'jadiii': 'jadiii', 'diblock': 'diblock', 'memposting': 'memposting', 'bernilai': 'nila', 'ngeinstall': 'ngeinstall', 'lagibakun': 'lagibakun', 'ngerubah': 'ngerubah', 'jatoh': 'jatoh', 'dibatesin': 'dibatesin', 'msak': 'msak', 'menggati': 'menggati', 'ayolah': 'ayo', 'diluaran': 'luar', 'ngibul': 'ngibul', 'macamnya': 'macam', 'mengalir': 'alir', 'keadan': 'adan', 'pengebalian': 'balian', 'ngarahkan': 'ngarahkan', 'pokonamah': 'pokonamah', 'teu': 'teu', 'ridoooo': 'ridoooo', 'komplek': 'komplek', 'iris': 'iris', 'dewipelangi': 'dewipelangi', 'ngechat': 'ngechat', 'bulshitt': 'bulshitt', 'kedwpannya': 'kedwpannya', 'memuat': 'muat', 'tergiyur': 'tergiyur', 'dihack': 'dihack', 'tatar': 'tatar', 'pengingat': 'ingat', 'cekot': 'cekot', 'bersih': 'bersih', 'capekkkkk': 'capekkkkk', 'stanby': 'stanby', 'menutupi': 'tutup', 'ladang': 'ladang', 'putar': 'putar', 'memicu': 'picu', 'pupus': 'pupus', 'kesalnya': 'kesal', 'mou': 'mou', 'terjebak': 'jebak', 'sim': 'sim', 'puasssss': 'puasssss', 'doai': 'doa', 'akhirat': 'akhirat', 'liet': 'liet', 'berbaiki': 'baik', 'ajuan': 'aju', 'palagi': 'palagi', 'menggantikan': 'ganti', 'senantiasa': 'senantiasa', 'leader': 'leader', 'memdadak': 'memdadak', 'pengajuanya': 'pengajuanya', 'sekoga': 'sekoga', 'lehih': 'lehih', 'vaksin': 'vaksin', 'pengganggu': 'ganggu', 'cekaout': 'cekaout', 'manjadi': 'manjadi', 'belaan': 'bela', 'ginih': 'ginih', 'rupa': 'rupa', 'genapkan': 'genap', 'celah': 'celah', 'inipun': 'ini', 'espektasi': 'espektasi', 'yidak': 'yidak', 'pondok': 'pondok', 'bekal': 'bekal', 'udelnya': 'udel', 'casbek': 'casbek', 'mkah': 'mkah', 'dipersingkat': 'singkat', 'sejelas': 'jelas', 'pulihan': 'pulih', 'beratkan': 'rat', 'kordinasi': 'kordinasi', 'waterboomennn': 'waterboomennn', 'ngrampok': 'ngrampok', 'tidsk': 'tidsk', 'crazy': 'crazy', 'audit': 'audit', 'ranting': 'ranting', 'ngubahnya': 'ngubahnya', 'ceket': 'ceket', 'menyambungkan': 'sambung', 'mengsedih': 'mengsedih', 'telambat': 'tambat', 'loyal': 'loyal', 'coinnya': 'coinnya', 'siangnya': 'siang', 'blender': 'blender', 'capcha': 'capcha', 'keknya': 'kek', 'keranjangin': 'keranjangin', 'diajuin': 'diajuin', 'diseluruh': 'seluruh', 'buktu': 'buktu', 'tranfser': 'tranfser', 'terkonfirmasi': 'konfirmasi', 'limid': 'limid', 'ude': 'ude', 'brape': 'brape', 'murih': 'murih', 'gala': 'gala', 'galanyaaaa': 'galanyaaaa', 'shopeeekuuu': 'shopeeekuuu', 'tujukan': 'tuju', 'pengirimam': 'pengirimam', 'terupdate': 'terupdate', 'minyak': 'minyak', 'ncess': 'ncess', 'apkilasi': 'apkilasi', 'kualifikasi': 'kualifikasi', 'hbgi': 'hbgi', 'bngat': 'bngat', 'murahkan': 'murah', 'masukkk': 'masukkk', 'rugiiiiiii': 'rugiiiiiii', 'sialannnnn': 'sialannnnn', 'banggeetttt': 'banggeetttt', 'ngelapor': 'ngelapor', 'milik': 'milik', 'custemer': 'custemer', 'terputus': 'putus', 'semenitan': 'menit', 'ditelp': 'ditelp', 'eprebadeh': 'eprebadeh', 'dtingktkan': 'dtingktkan', 'jdkn': 'jdkn', 'annya': 'annya', 'direturn': 'direturn', 'mutlak': 'mutlak', 'tapiii': 'tapiii', 'tertagih': 'tagih', 'ulng': 'ulng', 'dibuln': 'dibuln', 'kalkulator': 'kalkulator', 'ut': 'ut', 'kirax': 'kirax', 'esmosi': 'esmosi', 'disambut': 'sambut', 'hemaaaat': 'hemaaaat', 'setiaku': 'setia', 'ruet': 'ruet', 'sebisa': 'bisa', 'didalamnya': 'dalam', 'fuell': 'fuell', 'lanjay': 'lanjay', 'akhirin': 'akhirin', 'kenit': 'kenit', 'nolong': 'nolong', 'operasikan': 'operasi', 'kyek': 'kyek', 'meresponyah': 'meresponyah', 'perginya': 'pergi', 'menekan': 'tekan', 'panah': 'panah', 'shopeypay': 'shopeypay', 'gakaya': 'gakaya', 'yanglain': 'yanglain', 'ketetangga': 'tetangga', 'xlipat': 'xlipat', 'develop': 'develop', 'dsesuaikan': 'dsesuaikan', 'ideologi': 'ideologi', 'xperss': 'xperss', 'kepalalu': 'kepalalu', 'botak': 'botak', 'hand': 'hand', 'hapuss': 'hapuss', 'thk': 'thk', 'biji': 'biji', 'virtual': 'virtual', 'account': 'account', 'checkuot': 'checkuot', 'kreatif': 'kreatif', 'downloud': 'downloud', 'expressss': 'expressss', 'bravooo': 'bravooo', 'fresh': 'fresh', 'dtk': 'dtk', 'kedapetan': 'kedapetan', 'mudhn': 'mudhn', 'pergunakan': 'guna', 'kegudang': 'gudang', 'gantj': 'gantj', 'sandinya': 'sandi', 'uanga': 'uanga', 'mecewa': 'mecewa', 'selelu': 'selelu', 'sblon': 'sblon', 'testimoni': 'testimoni', 'penghubung': 'hubung', 'tertibkan': 'tertib', 'nontivikasi': 'nontivikasi', 'kemanain': 'kemanain', 'hemm': 'hemm', 'tobat': 'tobat', 'turunan': 'turun', 'samaskali': 'samaskali', 'penampung': 'tampung', 'apload': 'apload', 'tax': 'tax', 'jadix': 'jadix', 'pembayaranx': 'pembayaranx', 'ancam': 'ancam', 'durasi': 'durasi', 'nyolong': 'nyolong', 'lakban': 'lakban', 'fragile': 'fragile', 'dimasukkan': 'masuk', 'astaghfirullah': 'astaghfirullah', 'tidal': 'tidal', 'kawasan': 'kawasan', 'nakari': 'nakari', 'ciputat': 'ciputat', 'perawatan': 'awat', 'larang': 'larang', 'bokir': 'bokir', 'diretas': 'retas', 'paytren': 'paytren', 'shopeer': 'shopeer', 'njeplak': 'njeplak', 'second': 'second', 'wrapping': 'wrapping', 'pengaman': 'kam', 'rprb': 'rprb', 'tra': 'tra', 'pung': 'pung', 'connecting': 'connecting', 'inter': 'inter', 'dengangan': 'dengangan', 'huuuft': 'huuuft', 'dooong': 'dooong', 'ringkus': 'ringkus', 'basmi': 'basmi', 'gejala': 'gejala', 'ditungguin': 'ditungguin', 'membebani': 'beban', 'raup': 'raup', 'mimikirkan': 'mimikirkan', 'untungya': 'untungya', 'gooooooooooolood': 'gooooooooooolood', 'bed': 'bed', 'okeh': 'okeh', 'maksimum': 'maksimum', 'blanjan': 'blanjan', 'terrecomended': 'terrecomended', 'keamananlah': 'aman', 'bvbi': 'bvbi', 'amanda': 'amanda', 'manopo': 'manopo', 'membodohi': 'bodoh', 'nieh': 'nieh', 'qo': 'qo', 'ngeluarin': 'ngeluarin', 'kubur': 'kubur', 'gem': 'gem', 'kmudian': 'kmudian', 'kebacut': 'bacut', 'daftarakan': 'daftarakan', 'freong': 'freong', 'mengjengkel': 'mengjengkel', 'kacaauuuuu': 'kacaauuuuu', 'maxi': 'maxi', 'melunaskan': 'lunas', 'mantabs': 'mantabs', 'welcome': 'welcome', 'wise': 'wise', 'sist': 'sist', 'kebutuhn': 'kebutuhn', 'sikecil': 'sikecil', 'aaya': 'aaya', 'develovernya': 'develovernya', 'gatanggung': 'gatanggung', 'bersahat': 'bersahat', 'president': 'president', 'direktur': 'direktur', 'dipekerjakan': 'kerja', 'infaq': 'infaq', 'chatan': 'chatan', 'meminimalisir': 'meminimalisir', 'pdagang': 'pdagang', 'casbacknya': 'casbacknya', 'brtele': 'brtele', 'manfaatkan': 'manfaat', 'disebabkan': 'sebab', 'pelarian': 'lari', 'nongkrong': 'nongkrong', 'cafe': 'cafe', 'lemas': 'lemas', 'prend': 'prend', 'teru': 'teru', 'macemnya': 'macemnya', 'haloo': 'haloo', 'internetny': 'internetny', 'yaallah': 'yaallah', 'tradisional': 'tradisional', 'menyita': 'sita', 'membuang': 'buang', 'ngeprank': 'ngeprank', 'omgkir': 'omgkir', 'alasanku': 'alas', 'midnight': 'midnight', 'bngun': 'bngun', 'sepihaknya': 'pihak', 'beraktifas': 'beraktifas', 'snk': 'snk', 'sape': 'sape', 'secepat': 'cepat', 'maaaf': 'maaaf', 'shoppeeay': 'shoppeeay', 'mgkn': 'mgkn', 'sebnarnya': 'sebnarnya', 'keaplikasi': 'aplikasi', 'gimmick': 'gimmick', 'fimark': 'fimark', 'shopperpay': 'shopperpay', 'kuli': 'kuli', 'tinggalin': 'tinggalin', 'hhh': 'hhh', 'dihubungin': 'dihubungin', 'buatlan': 'buatlan', 'kelasahan': 'kelasah', 'vorcher': 'vorcher', 'meniti': 'titi', 'kuarang': 'arang', 'syarar': 'syarar', 'mengatasnamakam': 'mengatasnamakam', 'cutomer': 'cutomer', 'servic': 'servic', 'penghilangan': 'hilang', 'gnih': 'gnih', 'katnya': 'katnya', 'hanyar': 'hanyar', 'lv': 'lv', 'cermati': 'cermat', 'kenakan': 'kena', 'change': 'change', 'luart': 'luart', 'siluman': 'siluman', 'cbba': 'cbba', 'debt': 'debt', 'gadis': 'gadis', 'ounya': 'ounya', 'dclaim': 'dclaim', 'woiylahh': 'woiylahh', 'sloga': 'sloga', 'pikih': 'pikih', 'upayakan': 'upaya', 'kualahan': 'kualahan', 'tokong': 'tokong', 'baranga': 'baranga', 'marketingnya': 'marketingnya', 'ilfeel': 'ilfeel', 'peminjaman': 'pinjam', 'meng': 'meng', 'tautan': 'taut', 'deadline': 'deadline', 'ratting': 'ratting', 'menabung': 'tabung', 'dicover': 'dicover', 'licik': 'licik', 'dipakenya': 'dipakenya', 'kitanya': 'kita', 'menzolimi': 'menzolimi', 'sangati': 'sangat', 'oenerima': 'oenerima', 'yakan': 'yakan', 'telitian': 'teliti', 'hmmmb': 'hmmmb', 'kacang': 'kacang', 'kulitnya': 'kulit', 'perhatiannya': 'perhati', 'angpao': 'angpao', 'pembaran': 'bar', 'dibetulin': 'dibetulin', 'kaliengalami': 'kaliengalami', 'tprksa': 'tprksa', 'bralih': 'bralih', 'sohope': 'sohope', 'bemar': 'bar', 'halangan': 'halang', 'berkurangny': 'berkurangny', 'badge': 'badge', 'dicopot': 'copot', 'labelnya': 'label', 'dishoopee': 'dishoopee', 'shoopya': 'shoopya', 'perpanjangan': 'panjang', 'benlja': 'benlja', 'pelatihan': 'latih', 'melaui': 'melaui', 'layer': 'layer', 'dicicl': 'dicicl', 'veriv': 'veriv', 'ditmbahin': 'ditmbahin', 'malahaplikasi': 'malahaplikasi', 'bugsny': 'bugsny', 'diakon': 'diakon', 'difungsikan': 'fungsi', 'direkomendaaikannya': 'direkomendaaikannya', 'berdasarkan': 'dasar', 'boucher': 'boucher', 'kefilter': 'filter', 'sblmny': 'sblmny', 'oplas': 'oplas', 'gaseruuu': 'gaseruuu', 'kecek': 'kecek', 'kuraaaang': 'kuraaaang', 'kuponnya': 'kupon', 'watu': 'watu', 'pengecekkan': 'ecek', 'dilamanya': 'lama', 'terfilter': 'filter', 'yq': 'yq', 'hedon': 'hedon', 'ngurangi': 'ngurangi', 'gaush': 'gaush', 'dibuatin': 'dibuatin', 'klpun': 'klpun', 'srg': 'srg', 'buktiin': 'buktiin', 'selular': 'selular', 'kpotong': 'kpotong', 'migang': 'migang', 'cbnya': 'cbnya', 'pasty': 'pasty', 'asalnya': 'asal', 'kebanggaan': 'bangga', 'kuh': 'kuh', 'perbaikilah': 'baik', 'taubat': 'taubat', 'menjd': 'menjd', 'ksmpatan': 'ksmpatan', 'tahukah': 'tahu', 'iyah': 'iyah', 'hamba': 'hamba', 'pgriman': 'pgriman', 'diprthankan': 'diprthankan', 'survey': 'survey', 'direkap': 'rekap', 'pnanganan': 'pnanganan', 'hadeehhh': 'hadeehhh', 'karep': 'karep', 'hargain': 'hargain', 'byee': 'byee', 'julan': 'julan', 'sunggu': 'sunggu', 'mcd': 'mcd', 'minbel': 'minbel', 'hiburan': 'hibur', 'pejuang': 'juang', 'ditindaklanjutin': 'ditindaklanjutin', 'menetap': 'tetap', 'prosessnya': 'prosessnya', 'babget': 'babget', 'prosess': 'prosess', 'susahny': 'susahny', 'bgi': 'bgi', 'jajanan': 'jajan', 'pemikat': 'mikat', 'hii': 'hii', 'diturunin': 'diturunin', 'ratingnyaa': 'ratingnyaa', 'jarabg': 'jarabg', 'berkar': 'berkar', 'normalkan': 'normal', 'balikkan': 'balik', 'daper': 'daper', 'denganmuuu': 'denganmuuu', 'ituuuu': 'ituuuu', 'panteslah': 'panteslah', 'hadeehhhhh': 'hadeehhhhh', 'realtime': 'realtime', 'ters': 'ters', 'nempel': 'nempel', 'minpem': 'minpem', 'diminusin': 'diminusin', 'dlrela': 'dlrela', 'tarikdana': 'tarikdana', 'transper': 'transper', 'hasilny': 'hasilny', 'kesetiaan': 'setia', 'under': 'under', 'astagaaa': 'astagaaa', 'shopeelokal': 'shopeelokal', 'ngiler': 'ngiler', 'gjlas': 'gjlas', 'mengerikan': 'keri', 'anra': 'anra', 'ruwed': 'ruwed', 'ditroli': 'troli', 'tersedianya': 'sedia', 'hbngin': 'hbngin', 'teiternya': 'teiternya', 'mahl': 'mahl', 'susahin': 'susahin', 'apala': 'apala', 'pendukungmu': 'dukung', 'kemalingan': 'maling', 'pelik': 'pelik', 'koid': 'koid', 'nyusul': 'nyusul', 'aduhhh': 'aduhhh', 'covernya': 'covernya', 'bica': 'bica', 'aelah': 'aelah', 'astagaaaa': 'astagaaaa', 'nyapun': 'nyapun', 'digunaain': 'digunaain', 'padalahal': 'padalahal', 'ewwwww': 'ewwwww', 'sory': 'sory', 'buyuh': 'buyuh', 'mechan': 'mechan', 'penguriman': 'penguriman', 'ranknya': 'ranknya', 'berati': 'berat', 'wajarlah': 'wajar', 'tanganin': 'tanganin', 'permohonan': 'mohon', 'skl': 'skl', 'penipuuu': 'penipuuu', 'bersamaan': 'sama', 'embat': 'embat', 'mutasinya': 'mutasi', 'brhsil': 'brhsil', 'kelik': 'kelik', 'kersakan': 'kersakan', 'adeh': 'adeh', 'quotaaa': 'quotaaa', 'heyyy': 'heyyy', 'apapum': 'apapum', 'ngabis': 'ngabis', 'maksutnya': 'maksutnya', 'bberapa': 'bberapa', 'deskrpsi': 'deskrpsi', 'kamarin': 'kamarin', 'ditekankan': 'tekan', 'lemotttttttt': 'lemotttttttt', 'ngelagg': 'ngelagg', 'norek': 'norek', 'expess': 'expess', 'menyudahi': 'sudah', 'percakapan': 'cakap', 'maulah': 'mau', 'membentulkan': 'bentul', 'met': 'met', 'madu': 'madu', 'trigona': 'trigona', 'rimbacelebesfarm': 'rimbacelebesfarm', 'diabet': 'abet', 'gulanya': 'gula', 'mengklaim': 'klaim', 'expired': 'expired', 'pahamnya': 'paham', 'koinn': 'koinn', 'persentase': 'persentase', 'ado': 'ado', 'animawheels': 'animawheels', 'dikirm': 'dikirm', 'investigasi': 'investigasi', 'tolen': 'tolen', 'pelnggan': 'pelnggan', 'perhati': 'perhati', 'mantaff': 'mantaff', 'speylater': 'speylater', 'pgguna': 'pgguna', 'besti': 'besti', 'seciamik': 'seciamik', 'idolaku': 'idola', 'udagitu': 'udagitu', 'cookie': 'cookie', 'unnistal': 'unnistal', 'lakok': 'lakok', 'bublle': 'bublle', 'dramaannya': 'drama', 'gantian': 'ganti', 'errorannya': 'errorannya', 'dikomenan': 'dikomenan', 'pengupgrade': 'pengupgrade', 'limited': 'limited', 'kenaa': 'kenaa', 'samle': 'samle', 'melemparkan': 'lempar', 'disni': 'disni', 'komplai': 'komplai', 'skin': 'skin', 'scar': 'scar', 'blood': 'blood', 'moon': 'moon', 'biasain': 'biasain', 'split': 'split', 'kpake': 'kpake', 'hahaa': 'hahaa', 'ditnya': 'ditnya', 'saring': 'saring', 'dialamat': 'alamat', 'salin': 'salin', 'sesaib': 'sesaib', 'pembayar': 'bayar', 'dengaranya': 'dengaranya', 'seakaan': 'seakaan', 'friendly': 'friendly', 'optimasi': 'optimasi', 'hd': 'hd', 'ngelagnya': 'ngelagnya', 'mempersingkat': 'singkat', 'ohiya': 'ohiya', 'micin': 'micin', 'permanent': 'permanent', 'penyampaian': 'sampai', 'paketku': 'paket', 'ngelakuin': 'ngelakuin', 'diduga': 'duga', 'gubris': 'gubris', 'muannnnnnnnnnnnnnnnnnmmmmmmmmmmmmmmmnmnnnnnnnnnnnnnntaaasaaaaaaaaaaaaaaap': 'muannnnnnnnnnnnnnnnnnmmmmmmmmmmmmmmmnmnnnnnnnnnnnnnntaaasaaaaaaaaaaaaaaap', 'karenan': 'karenan', 'mengakibatkan': 'akibat', 'menghilangkan': 'hilang', 'juah': 'juah', 'nyampah': 'nyampah', 'diseleksi': 'seleksi', 'amazon': 'amazon', 'ebay': 'ebay', 'dulusayang': 'dulusayang', 'aza': 'aza', 'bayank': 'bayank', 'kerjakan': 'kerja', 'gimmikk': 'gimmikk', 'pendaftarannya': 'daftar', 'asumsinya': 'asumsi', 'sdk': 'sdk', 'donloawd': 'donloawd', 'selasai': 'selasa', 'mengunci': 'kunci', 'marasakan': 'marasakan', 'bay': 'bay', 'helo': 'helo', 'sapii': 'sapi', 'updat': 'updat', 'priksa': 'priksa', 'perjelas': 'jelas', 'jadiny': 'jadiny', 'ruslan': 'ruslan', 'syopi': 'syopi', 'printilan': 'printilan', 'utbk': 'utbk', 'perkerjaan': 'kerja', 'barumu': 'baru', 'mix': 'mix', 'diroot': 'diroot', 'istilah': 'istilah', 'gemar': 'gemar', 'dinturunin': 'dinturunin', 'nanyak': 'nanyak', 'cmana': 'cmana', 'telvon': 'telvon', 'lagsung': 'lagsung', 'mohonninformasinya': 'mohonninformasinya', 'realnya': 'real', 'frozen': 'frozen', 'dperbesar': 'dperbesar', 'awl': 'awl', 'meninggi': 'tinggi', 'haduhhh': 'haduhhh', 'penjualam': 'penjualam', 'hedeyyyyyy': 'hedeyyyyyy', 'jossssssss': 'jossssssss', 'speknya': 'speknya', 'nasibnya': 'nasib', 'dluuuu': 'dluuuu', 'btalin': 'btalin', 'gnii': 'gnii', 'dluu': 'dluu', 'lgiii': 'lgiii', 'nyeselnya': 'nyeselnya', 'peringati': 'ingat', 'terimfo': 'terimfo', 'harganyanya': 'harganyanya', 'takedown': 'takedown', 'pengajual': 'pengajual', 'galaxy': 'galaxy', 'gimanaa': 'gimanaa', 'dijadwalkan': 'jadwal', 'sicept': 'sicept', 'oktober': 'oktober', 'nginstal': 'nginstal', 'kebalik': 'balik', 'rantai': 'rantai', 'perifikasi': 'perifikasi', 'whatsaap': 'whatsaap', 'menggulir': 'gulir', 'petak': 'petak', 'mengulang': 'ulang', 'mubazir': 'mubazir', 'menindaklanjuti': 'menindaklanjuti', 'tibatiba': 'tibatiba', 'penanangan': 'nanang', 'salahgunakan': 'salahgunakan', 'll': 'll', 'totol': 'totol', 'splaternya': 'splaternya', 'ngulaknya': 'ngulaknya', 'mmbayar': 'mmbayar', 'kuncit': 'kuncit', 'nntinya': 'nntinya', 'bete': 'bete', 'asbak': 'asbak', 'asbaknya': 'asbak', 'tempel': 'tempel', 'nastor': 'nastor', 'shampo': 'shampo', 'sachet': 'sachet', 'batangan': 'batang', 'merekomendasikan': 'rekomendasi', 'approve': 'approve', 'puaaasssss': 'puaaasssss', 'kesemsem': 'semsem', 'meja': 'meja', 'pojok': 'pojok', 'sialnya': 'sial', 'ngelupain': 'ngelupain', 'penagihannya': 'tagih', 'telphonenin': 'telphonenin', 'taro': 'taro', 'pavorit': 'pavorit', 'pavoritnya': 'pavoritnya', 'standby': 'standby', 'ngegame': 'ngegame', 'membengkak': 'bengkak', 'kadarluarsa': 'kadarluarsa', 'goodluck': 'goodluck', 'sedetik': 'detik', 'bermilyar': 'bermilyar', 'turutin': 'turutin', 'habisin': 'habisin', 'lunasih': 'lunasih', 'ngeriii': 'ngeriii', 'diumpetin': 'diumpetin', 'dicairin': 'dicairin', 'suasana': 'suasana', 'bonafide': 'bonafide', 'terlepas': 'lepas', 'peristiwa': 'peristiwa', 'tantangan': 'tantang', 'rintangan': 'rintang', 'mengajarkan': 'ajar', 'lubang': 'lubang', 'bapuk': 'bapuk', 'reseiler': 'reseiler', 'volly': 'volly', 'lusin': 'lusin', 'mnghubungi': 'mnghubungi', 'lega': 'lega', 'dijam': 'jam', 'pjnjam': 'pjnjam', 'pakqi': 'pakqi', 'mangkanya': 'mangkanya', 'yaudhlah': 'yaudhlah', 'tercancel': 'tercancel', 'ngestuk': 'ngestuk', 'memperbaikin': 'memperbaikin', 'kulakaan': 'kulakaan', 'followers': 'followers', 'duuhhh': 'duuhhh', 'paraaahh': 'paraaahh', 'bangeeettt': 'bangeeettt', 'laganan': 'lagan', 'genshin': 'genshin', 'impact': 'impact', 'nauzubillah': 'nauzubillah', 'incarannya': 'incar', 'wishlistnya': 'wishlistnya', 'ketus': 'ketus', 'attitude': 'attitude', 'hapuskan': 'hapus', 'pemberian': 'beri', 'perpendek': 'pendek', 'jagan': 'jagan', 'samahin': 'samahin', 'itemku': 'item', 'bermingg': 'bermingg', 'downgrade': 'downgrade', 'ngilang': 'ngilang', 'milihin': 'milihin', 'cappe': 'cappe', 'gakbsa': 'gakbsa', 'lemut': 'lut', 'lemoootttt': 'lemoootttt', 'buuwanget': 'buuwanget', 'trlebih': 'trlebih', 'deg': 'deg', 'lemottttttt': 'lemottttttt', 'diunduh': 'unduh', 'diincar': 'incar', 'doangggg': 'doangggg', 'barangkali': 'barangkali', 'swipe': 'swipe', 'arsipkan': 'arsip', 'perjalan': 'jalan', 'duch': 'duch', 'diboongin': 'diboongin', 'adrian': 'adrian', 'butuhn': 'butuhn', 'kerjain': 'kerjain', 'berkedip': 'kedip', 'membelikan': 'beli', 'favoriteku': 'favoriteku', 'guling': 'guling', 'kamar': 'kamar', 'sehebat': 'hebat', 'diurutan': 'urut', 'hadeeeeeh': 'hadeeeeeh', 'panutan': 'panutan', 'kelukan': 'kelu', 'cumah': 'cumah', 'antarkan': 'antar', 'suntuk': 'suntuk', 'menginstall': 'menginstall', 'bloki': 'blok', 'jalanin': 'jalanin', 'efv': 'efv', 'seninwo': 'seninwo', 'koperasi': 'koperasi', 'pengum': 'pengum', 'gemes': 'gemes', 'lumayanlah': 'lumayan', 'trmksii': 'trmksii', 'betol': 'betol', 'pertanggal': 'tanggal', 'mengapresiasi': 'apresiasi', 'oenjual': 'oenjual', 'dsh': 'dsh', 'biasnaya': 'biasnaya', 'bobrooookkk': 'bobrooookkk', 'duplikat': 'duplikat', 'hufttt': 'hufttt', 'dptin': 'dptin', 'stabilkan': 'stabil', 'dungu': 'dungu', 'keunikan': 'uni', 'mewah': 'mewah', 'persennya': 'persen', 'persenanya': 'sena', 'susahlah': 'susah', 'exspres': 'exspres', 'membosankan': 'bosan', 'kejelasaan': 'jasa', 'diktrangan': 'diktrangan', 'jelasssssssss': 'jelasssssssss', 'ongkrinya': 'ongkrinya', 'lowongan': 'lowong', 'mastiin': 'mastiin', 'sebutuh': 'butuh', 'disepelekan': 'sepele', 'terbatal': 'batal', 'yaampun': 'yaampun', 'gadibls': 'gadibls', 'mensetujui': 'tuju', 'mengalahkan': 'kalah', 'paswoord': 'paswoord', 'ish': 'ish', 'kuaitas': 'kuaitas', 'kejangkau': 'jangkau', 'bka': 'bka', 'unlike': 'unlike', 'akupun': 'aku', 'ranahnya': 'ranah', 'perdata': 'perdata', 'tulisin': 'tulisin', 'sekurang': 'kurang', 'ketatambahan': 'ketatambahan', 'cermat': 'cermat', 'omelin': 'omelin', 'yp': 'yp', 'maps': 'maps', 'silo': 'silo', 'uinya': 'uinya', 'disueuh': 'disueuh', 'baikin': 'baikin', 'lemmmoooot': 'lemmmoooot', 'pengaruh': 'pengaruh', 'kwatir': 'kwatir', 'salenya': 'sale', 'penggemar': 'gemar', 'kelewatan': 'lewat', 'menueutku': 'menueutku', 'kerjama': 'kerjama', 'profesonal': 'profesonal', 'menetapkan': 'tetap', 'terimanya': 'terima', 'esokan': 'esok', 'mak': 'mak', 'rempong': 'rempong', 'wrap': 'wrap', 'kekecilan': 'kecil', 'murahw': 'murahw', 'kocaak': 'kocaak', 'nonaktif': 'nonaktif', 'pengertianya': 'pengertianya', 'gratiss': 'gratiss', 'konsekuensi': 'konsekuensi', 'becussssss': 'becussssss', 'waw': 'waw', 'tanggan': 'tanggan', 'eko': 'eko', 'dicarinya': 'cari', 'memanjang': 'panjang', 'keyamanan': 'keyamanan', 'berkatmu': 'berkat', 'setakan': 'seta', 'photo': 'photo', 'tawari': 'tawar', 'sumpahhhh': 'sumpahhhh', 'yukkk': 'yukkk', 'dowloud': 'dowloud', 'vouver': 'vouver', 'sdaj': 'sdaj', 'blan': 'blan', 'emai': 'emai', 'bntuan': 'bntuan', 'jalani': 'jalan', 'tetapu': 'tetapu', 'mngkin': 'mngkin', 'skian': 'ski', 'shopepaylaaternya': 'shopepaylaaternya', 'pink': 'pink', 'rebet': 'rebet', 'bertelee': 'bertelee', 'diserver': 'diserver', 'ngeframe': 'ngeframe', 'populeritas': 'populeritas', 'berlabel': 'label', 'dihp': 'dihp', 'dicurigai': 'curiga', 'belajan': 'bajan', 'dianterin': 'dianterin', 'bikinan': 'bikin', 'manage': 'manage', 'diperuntukan': 'untuk', 'gresik': 'gresik', 'maluku': 'malu', 'kususnya': 'sus', 'tumpang': 'tumpang', 'tindih': 'tindih', 'kdng': 'kdng', 'jasanya': 'jasa', 'airnya': 'air', 'penyiramannya': 'siram', 'beku': 'beku', 'menyembunyikan': 'sembunyi', 'terbeli': 'beli', 'penyerahan': 'serah', 'kerennya': 'keren', 'frre': 'frre', 'saiya': 'saiya', 'au': 'au', 'alatnya': 'alat', 'setelan': 'setel', 'bunyi': 'bunyi', 'jantuh': 'jantuh', 'arna': 'arna', 'setel': 'setel', 'mksdny': 'mksdny', 'tmbhin': 'tmbhin', 'rabu': 'rabu', 'island': 'island', 'wongan': 'wong', 'kebijakn': 'kebijakn', 'koperatif': 'koperatif', 'kesalah': 'salah', 'positifnya': 'positif', 'tealh': 'tealh', 'kesalhan': 'kesalhan', 'flase': 'flase', 'flasesale': 'flasesale', 'teruuuuuuuuuus': 'teruuuuuuuuuus', 'fe': 'fe', 'notip': 'notip', 'sbgi': 'sbgi', 'digantikan': 'ganti', 'dikenakan': 'kena', 'jecewa': 'jecewa', 'jasakirim': 'jasakirim', 'dibatas': 'batas', 'bakhkan': 'bakh', 'aolikqsi': 'aolikqsi', 'lngsug': 'lngsug', 'inu': 'inu', 'ngomongnya': 'ngomongnya', 'kroscek': 'kroscek', 'terenak': 'enak', 'pakainya': 'pakai', 'debit': 'debit', 'jackie': 'jackie', 'chan': 'chan', 'shopeeberikan': 'shopeeberikan', 'kosumen': 'kosumen', 'soppepay': 'soppepay', 'mmpersulit': 'mmpersulit', 'pola': 'pola', 'ux': 'ux', 'desainernya': 'desainer', 'krimnya': 'krim', 'melset': 'melset', 'tanggalnya': 'tanggal', 'doakn': 'doakn', 'appl': 'appl', 'ngikut': 'ngikut', 'aowkwok': 'aowkwok', 'lawak': 'lawak', 'ditop': 'top', 'ngerjain': 'ngerjain', 'ternyamn': 'ternyamn', 'untuknberbelnja': 'untuknberbelnja', 'appun': 'appun', 'tentg': 'tentg', 'chindo': 'chindo', 'pribumi': 'pribumi', 'foya': 'foya', 'lapangan': 'lapang', 'jajah': 'jajah', 'terdekteksi': 'terdekteksi', 'dsar': 'dsar', 'penikmat': 'nikmat', 'pandang': 'pandang', 'dikomplain': 'komplain', 'samaaja': 'samaaja', 'pengumpulan': 'kumpul', 'sembunyikan': 'sembunyi', 'neror': 'neror', 'kecewaaa': 'kecewaaa', 'lamalama': 'lamalama', 'lemote': 'lemote', 'poool': 'poool', 'kabarin': 'kabarin', 'kemuadian': 'kemuadian', 'nipunya': 'nipunya', 'lawong': 'lawong', 'modern': 'modern', 'tekadang': 'tekadang', 'tank': 'tank', 'thinking': 'thinking', 'gmix': 'gmix', 'bngs': 'bngs', 'kereeeen': 'kereeeen', 'ngeclose': 'ngeclose', 'gahar': 'gahar', 'beribu': 'ibu', 'garaa': 'garaa', 'leren': 'leren', 'pazzel': 'pazzel', 'digeser': 'geser', 'komplenan': 'komplenan', 'ygain': 'ygain', 'keingginan': 'keingginan', 'bdh': 'bdh', 'rijek': 'rijek', 'miskuin': 'miskuin', 'identifikasi': 'identifikasi', 'penonaktifan': 'nonaktif', 'dasarkan': 'dasar', 'keresahan': 'resah', 'makelar': 'makelar', 'ade': 'ade', 'takutkan': 'takut', 'manipulasi': 'manipulasi', 'milyar': 'milyar', 'dicatut': 'catut', 'af': 'af', 'influencer': 'influencer', 'kanal': 'kanal', 'menyamaratakan': 'menyamaratakan', 'afiliator': 'afiliator', 'binary': 'binary', 'dibina': 'bina', 'hadeuuuuuh': 'hadeuuuuuh', 'nongkrongin': 'nongkrongin', 'gretong': 'gretong', 'lmooooooot': 'lmooooooot', 'lmooot': 'lmooot', 'lncarin': 'lncarin', 'lmoooot': 'lmoooot', 'prcaya': 'prcaya', 'minati': 'minat', 'pengelolaan': 'kelola', 'burem': 'burem', 'lensa': 'lensa', 'kotor': 'kotor', 'cemen': 'cemen', 'saangaatt': 'saangaatt', 'onlineshope': 'onlineshope', 'laporke': 'laporke', 'giama': 'giama', 'penggolongan': 'golong', 'pinggir': 'pinggir', 'splaylaternya': 'splaylaternya', 'bl': 'bl', 'syekali': 'syekali', 'sajauh': 'sajauh', 'cocoknya': 'cocok', 'semau': 'mau', 'dewek': 'dewek', 'haduuhhh': 'haduuhhh', 'ngebuka': 'ngebuka', 'utamanya': 'utama', 'dicampur': 'campur', 'aduk': 'aduk', 'jatuhnya': 'jatuh', 'berbanding': 'banding', 'memancing': 'pancing', 'detai': 'detai', 'kreenn': 'kreenn', 'kagum': 'kagum', 'lemoottt': 'lemoottt', 'kelapak': 'lapak', 'dicheckout': 'dicheckout', 'omong': 'omong', 'putuskan': 'putus', 'pengirima': 'pengirima', 'brat': 'brat', 'lek': 'lek', 'logikanya': 'logika', 'diperbaikilah': 'baik', 'kurasa': 'rasa', 'mencantumkan': 'cantum', 'dikompakkan': 'kompak', 'msalnya': 'msalnya', 'pembyranya': 'pembyranya', 'sett': 'sett', 'dipkai': 'dipkai', 'ttl': 'ttl', 'dijanjikan': 'janji', 'fadil': 'fadil', 'colmitra': 'colmitra', 'house': 'house', 'berhutang': 'hutang', 'kecewaaaaaa': 'kecewaaaaaa', 'monoton': 'monoton', 'nglakuin': 'nglakuin', 'penolakan': 'tolak', 'sponsor': 'sponsor', 'diperuntukkan': 'untuk', 'perlahan': 'perlahan', 'buwangeeeeeeet': 'buwangeeeeeeet', 'loman': 'loman', 'jare': 'jare', 'jowo': 'jowo', 'terkhusus': 'khusus', 'ttup': 'ttup', 'ketiduran': 'tidur', 'seetiap': 'seetiap', 'mapu': 'mapu', 'lhaaaaa': 'lhaaaaa', 'donkkkkkkkk': 'donkkkkkkkk', 'pintunyaaa': 'pintunyaaa', 'puzal': 'puzal', 'mempermainkan': 'main', 'nek': 'nek', 'dicansel': 'dicansel', 'bifit': 'bifit', 'abc': 'abc', 'ddipilih': 'ddipilih', 'sepedah': 'dah', 'perbotan': 'bot', 'sangaaaaaaattttt': 'sangaaaaaaattttt', 'modusnya': 'modus', 'bablas': 'bablas', 'absurd': 'absurd', 'keterbukaan': 'buka', 'dipentingkan': 'penting', 'disalahgunakan': 'disalahgunakan', 'fikir': 'fikir', 'diringankan': 'ringan', 'negative': 'negative', 'pliess': 'pliess', 'kemasnya': 'kemas', 'sifat': 'sifat', 'pelapor': 'lapor', 'perintahnya': 'perintah', 'takalar': 'takalar', 'sipbuyerid': 'sipbuyerid', 'penipiuan': 'penipiuan', 'always': 'always', 'dahal': 'dahal', 'browser': 'browser', 'entertaiment': 'entertaiment', 'albumnya': 'album', 'telf': 'telf', 'mlas': 'mlas', 'memotret': 'potret', 'melakukannya': 'laku', 'popnya': 'pop', 'bosq': 'bosq', 'tunggui': 'tunggu', 'pilihanlah': 'pilih', 'sksksk': 'sksksk', 'mempervaiki': 'mempervaiki', 'myim': 'myim', 'kredite': 'kredite', 'dijalani': 'jalan', 'harua': 'harua', 'chache': 'chache', 'aoa': 'aoa', 'mencuri': 'curi', 'lemoooottttttt': 'lemoooottttttt', 'lemoooottt': 'lemoooottt', 'oknumpedagang': 'oknumpedagang', 'mempengaruhi': 'pengaruh', 'ajadeh': 'ajadeh', 'anehhhhhhh': 'anehhhhhhh', 'bagain': 'bagain', 'telefon': 'telefon', 'perbakaiki': 'perbakaiki', 'smngt': 'smngt', 'dalur': 'dalur', 'serbah': 'serbah', 'keliar': 'keliar', 'goodd': 'goodd', 'itunya': 'itu', 'gbiasa': 'gbiasa', 'helowwwww': 'helowwwww', 'unblok': 'unblok', 'maiin': 'maiin', 'seauai': 'seauai', 'termyata': 'termyata', 'fest': 'fest', 'habi': 'habi', 'tanggalan': 'tanggal', 'confirm': 'confirm', 'tengahnya': 'tengah', 'pliiis': 'pliiis', 'cemburuan': 'cemburu', 'social': 'social', 'py': 'py', 'monitoring': 'monitoring', 'sedangankan': 'sedangankan', 'tangihan': 'tangihan', 'puki': 'puki', 'rijeck': 'rijeck', 'kmpung': 'kmpung', 'hlman': 'hlman', 'nysar': 'nysar', 'almat': 'almat', 'mntang': 'mntang', 'mnusia': 'mnusia', 'amnah': 'amnah', 'bertnggung': 'bertnggung', 'murh': 'murh', 'tolng': 'tolng', 'cukp': 'cukp', 'krban': 'krban', 'deposito': 'deposito', 'tarus': 'tarus', 'teruuus': 'teruuus', 'padah': 'padah', 'asliii': 'asliii', 'perangkapny': 'perangkapny', 'perangkap': 'perangkap', 'normalnya': 'normal', 'sesuaii': 'sesuai', 'high': 'high', 'tarikolot': 'tarikolot', 'rw': 'rw', 'sabotase': 'sabotase', 'pegajuan': 'pegajuan', 'dijanjiin': 'dijanjiin', 'lemoooootttt': 'lemoooootttt', 'tegokil': 'tegokil', 'cuann': 'cuann', 'kedap': 'kedap', 'weeks': 'weeks', 'bgn': 'bgn', 'platfom': 'platfom', 'blnjaan': 'blnjaan', 'ngclaim': 'ngclaim', 'lebihan': 'lebih', 'ngakal': 'ngakal', 'bintamg': 'bintamg', 'hadeehhhhhh': 'hadeehhhhhh', 'cowok': 'cowok', 'hadah': 'hadah', 'menyaring': 'nyaring', 'sitem': 'sitem', 'perketat': 'ketat', 'lazpaylater': 'lazpaylater', 'resfonsif': 'resfonsif', 'terpakain': 'terpakain', 'burukkkk': 'burukkkk', 'mmenuhi': 'mmenuhi', 'dipakaiiii': 'dipakaiiii', 'guyyss': 'guyyss', 'recomendet': 'recomendet', 'shaii': 'shaii', 'puaass': 'puaass', 'guee': 'guee', 'kalaumau': 'kalaumau', 'kegedean': 'gede', 'tuti': 'tuti', 'variasinya': 'variasi', 'pahaman': 'paham', 'bungkam': 'bungkam', 'cerdas': 'cerdas', 'ikutanan': 'ikutanan', 'arus': 'arus', 'pembuat': 'buat', 'shopepeay': 'shopepeay', 'everyday': 'everyday', 'waduhhh': 'waduhhh', 'seabreg': 'seabreg', 'krw': 'krw', 'terangan': 'terang', 'name': 'name', 'ngucap': 'ngucap', 'ditahun': 'tahun', 'bea': 'bea', 'redho': 'redho', 'iklash': 'iklash', 'sfh': 'sfh', 'sekarg': 'sekarg', 'melain': 'lain', 'harusnnya': 'harusnnya', 'diakali': 'akal', 'sesungguhnya': 'sungguh', 'vecer': 'vecer', 'sodaqoh': 'sodaqoh', 'sop': 'sop', 'kom': 'kom', 'pembyrn': 'pembyrn', 'bntg': 'bntg', 'soalnha': 'soalnha', 'krama': 'krama', 'don': 'don', 'pengikut': 'ikut', 'papa': 'papa', 'sopaynya': 'sopaynya', 'intruksi': 'intruksi', 'sukakkkk': 'sukakkkk', 'rungikan': 'rungikan', 'sppaylater': 'sppaylater', 'anatar': 'anatar', 'shpper': 'shpper', 'rever': 'rever', 'jienti': 'jienti', 'kebanyakn': 'kebanyakn', 'pooolllll': 'pooolllll', 'confirmasi': 'confirmasi', 'walet': 'walet', 'ovvo': 'ovvo', 'sedunia': 'dunia', 'mskpn': 'mskpn', 'ramku': 'ram', 'contrak': 'contrak', 'mengantikan': 'anti', 'sepenting': 'penting', 'promosikan': 'promosi', 'skligus': 'skligus', 'namakan': 'nama', 'keistimewaan': 'istimewa', 'bangets': 'bangets', 'aplikasinyaaa': 'aplikasinyaaa', 'hpnyaaa': 'hpnyaaa', 'bukaaa': 'bukaaa', 'solusinyaaa': 'solusinyaaa', 'cihh': 'cihh', 'menghungi': 'menghungi', 'nonaktifkn': 'nonaktifkn', 'jleg': 'jleg', 'coustumer': 'coustumer', 'dijalankan': 'jalan', 'penjualna': 'penjualna', 'pengirimanannya': 'pengirimanannya', 'blang': 'blang', 'linkaja': 'linkaja', 'karuaann': 'karuaann', 'rbuu': 'rbuu', 'lemottttrr': 'lemottttrr', 'berpaedah': 'berpaedah', 'kesayangan': 'sayang', 'rama': 'rama', 'ngira': 'ngira', 'shopeelaternya': 'shopeelaternya', 'rekanan': 'rekan', 'dlamnya': 'dlamnya', 'sendri': 'sendri', 'browshing': 'browshing', 'pengenya': 'kenya', 'melebih': 'lebih', 'himbau': 'himbau', 'pertanggungjawabkan': 'pertanggungjawabkan', 'menyalahkan': 'salah', 'mencsri': 'mencsri', 'bintangb': 'bintangb', 'shame': 'shame', 'diarahkn': 'diarahkn', 'pngembalian': 'pngembalian', 'menjelang': 'jelang', 'perbaikanya': 'perbaikanya', 'propinsi': 'propinsi', 'karenakn': 'karenakn', 'sdau': 'sdau', 'ngupdate': 'ngupdate', 'gerangan': 'gerangan', 'smena': 'smena', 'bungganya': 'bungganya', 'lekas': 'lekas', 'dimunculkan': 'muncul', 'bohongi': 'bohong', 'dikata': 'kata', 'berduit': 'duit', 'seeeee': 'seeeee', 'peeeellliiiiitttt': 'peeeellliiiiitttt', 'menurunkan': 'turun', 'direview': 'direview', 'disederhanain': 'disederhanain', 'much': 'much', 'krranjang': 'krranjang', 'vouchrrnya': 'vouchrrnya', 'pesanann': 'pesanann', 'inginan': 'ingin', 'burung': 'burung', 'syaratan': 'syarat', 'terlalalu': 'terlalalu', 'speek': 'speek', 'luamayan': 'luamayan', 'ulas': 'ulas', 'spayleternya': 'spayleternya', 'bertanggungjawab': 'bertanggungjawab', 'bryshopsidoarjo': 'bryshopsidoarjo', 'february': 'february', 'menaikkan': 'naik', 'pajaknya': 'pajak', 'dikalimantan': 'dikalimantan', 'kekalimantan': 'kekalimantan', 'doong': 'doong', 'mambatalkan': 'mambatalkan', 'lagiiii': 'lagiiii', 'lingerie': 'lingerie', 'diotak': 'otak', 'atik': 'atik', 'menatap': 'tatap', 'sendu': 'sendu', 'jlskan': 'jlskan', 'bhwa': 'bhwa', 'enth': 'enth', 'gerakan': 'gera', 'belnj': 'belnj', 'mengkonversi': 'konversi', 'domestik': 'domestik', 'fingerprint': 'fingerprint', 'paraaah': 'paraaah', 'fotur': 'fotur', 'sodara': 'sodara', 'selainya': 'selai', 'muaaahaaaal': 'muaaahaaaal', 'mengcekik': 'mengcekik', 'merangkul': 'rangkul', 'preeeettt': 'preeeettt', 'wkwkwkwkkwwk': 'wkwkwkwkkwwk', 'sudak': 'sudak', 'mod': 'mod', 'prrcuma': 'prrcuma', 'klim': 'klim', 'dikomen': 'dikomen', 'walo': 'walo', 'menyesalkan': 'sesal', 'rekaman': 'rekam', 'menyerahkan': 'serah', 'cc': 'cc', 'kesaya': 'saya', 'tangapin': 'tangapin', 'acungi': 'acung', 'quick': 'quick', 'ngekliknya': 'ngekliknya', 'tapiga': 'tapiga', 'ketentuannya': 'tentu', 'ngenakin': 'ngenakin', 'pihk': 'pihk', 'kurg': 'kurg', 'terisi': 'isi', 'gital': 'gital', 'berangkat': 'berangkat', 'dbyar': 'dbyar', 'wkwkwkwkkkk': 'wkwkwkwkkkk', 'pakaii': 'pakai', 'format': 'format', 'kiamat': 'kiamat', 'inconect': 'inconect', 'pemakaiam': 'pemakaiam', 'kemudan': 'mud', 'pahadal': 'pahadal', 'faktanya': 'fakta', 'culas': 'culas', 'salon': 'salon', 'polytron': 'polytron', 'rinci': 'rinci', 'keramean': 'keramean', 'layoutnya': 'layoutnya', 'letakkan': 'letak', 'jebak': 'jebak', 'sedak': 'sedak', 'nomr': 'nomr', 'bakar': 'bakar', 'wowwww': 'wowwww', 'sampi': 'sampi', 'making': 'making', 'ngefreze': 'ngefreze', 'ngluarin': 'ngluarin', 'shopeepayletter': 'shopeepayletter', 'hahaaa': 'hahaaa', 'mskdunya': 'mskdunya', 'ngingetin': 'ngingetin', 'berisikan': 'risi', 'dperbaiki': 'dperbaiki', 'syrt': 'syrt', 'gamebot': 'gamebot', 'nitendo': 'nitendo', 'sega': 'sega', 'dingdong': 'dingdong', 'playstation': 'playstation', 'nyewa': 'nyewa', 'adzan': 'adzan', 'sahur': 'sahur', 'pedulikan': 'peduli', 'milenium': 'milenium', 'ngobrol': 'ngobrol', 'dab': 'dab', 'dilapangan': 'lapang', 'diresponmin': 'diresponmin', 'supeeer': 'supeeer', 'dupeee': 'dupeee', 'ngebut': 'ngebut', 'cepatnya': 'cepat', 'ngelus': 'ngelus', 'dada': 'dada', 'tnyata': 'tnyata', 'nyeseeel': 'nyeseeel', 'nyeseeek': 'nyeseeek', 'ngescroll': 'ngescroll', 'wee': 'wee', 'codd': 'codd', 'yes': 'yes', 'sekeren': 'keren', 'korea': 'korea', 'virtualnya': 'virtual', 'dipaste': 'dipaste', 'payahnya': 'payah', 'gratongnya': 'gratongnya', 'dipengen': 'ken', 'bintany': 'bintany', 'kecewea': 'kecewea', 'lalot': 'lalot', 'sekota': 'kota', 'tumpeh': 'tumpeh', 'padaha': 'padaha', 'wooooow': 'wooooow', 'daebak': 'daebak', 'mbking': 'mbking', 'digunakn': 'digunakn', 'gimn': 'gimn', 'seblumnya': 'seblumnya', 'kyaknya': 'kyaknya', 'sembuh': 'sembuh', 'penyakitnya': 'sakit', 'mnjd': 'mnjd', 'nyenengin': 'nyenengin', 'taikk': 'taikk', 'keluhaan': 'keluhaan', 'mmeber': 'mmeber', 'brmslh': 'brmslh', 'prcm': 'prcm', 'bisakan': 'bisa', 'udalah': 'uda', 'malesnya': 'malesnya', 'ngandap': 'ngandap', 'pdahl': 'pdahl', 'payleternya': 'payleternya', 'jaringapun': 'jaringapun', 'memenusi': 'tus', 'dinilai': 'nilai', 'menghentikan': 'henti', 'melaksanakan': 'laksana', 'makkasar': 'makkasar', 'pelihara': 'pelihara', 'gin': 'gin', 'lebayyyy': 'lebayyyy', 'pberitahuan': 'pberitahuan', 'nay': 'nay', 'chrome': 'chrome', 'anpe': 'anpe', 'sue': 'sue', 'idam': 'idam', 'idamkan': 'idam', 'cos': 'cos', 'gwa': 'gwa', 'critanya': 'critanya', 'transksi': 'transksi', 'sjasa': 'sjasa', 'udahh': 'udahh', 'kacauu': 'kacauu', 'dls': 'dls', 'silang': 'silang', 'kwluar': 'kwluar', 'daei': 'daei', 'tololll': 'tololll', 'nyelsein': 'nyelsein', 'woe': 'woe', 'warasss': 'warasss', 'verifi': 'verifi', 'mangap': 'mangap', 'ngangguk': 'ngangguk', 'tanggepannya': 'tanggepannya', 'xxx': 'xxx', 'kroya': 'kroya', 'sesalkan': 'sesal', 'memverifikasi': 'verifikasi', 'pilihhh': 'pilihhh', 'membuktikannya': 'bukti', 'masalahan': 'masalah', 'terllu': 'terllu', 'sejutaan': 'juta', 'terekam': 'rekam', 'bguuus': 'bguuus', 'anjiir': 'anjiir', 'puter': 'puter', 'terespon': 'terespon', 'engiriman': 'engiriman', 'sendir': 'sendir', 'hacur': 'hacur', 'tenyata': 'tenyata', 'ngebugnya': 'ngebugnya', 'rak': 'rak', 'susun': 'susun', 'memecah': 'pecah', 'atasnya': 'atas', 'kancing': 'kancing', 'hrsny': 'hrsny', 'amankan': 'aman', 'pengelolaanya': 'pengelolaanya', 'mnrt': 'mnrt', 'operatornya': 'operator', 'diabisin': 'diabisin', 'shoeepay': 'shoeepay', 'uudah': 'uudah', 'perjual': 'jual', 'belian': 'belian', 'terimakasihhh': 'terimakasihhh', 'membantuuu': 'membantuuu', 'logistik': 'logistik', 'crue': 'crue', 'gdi': 'gdi', 'ngisih': 'ngisih', 'menelpon': 'telpon', 'shopeku': 'shopeku', 'kelasik': 'kelasik', 'sampat': 'sampat', 'success': 'success', 'yours': 'yours', 'catchplay': 'catchplay', 'rental': 'rental', 'ticket': 'ticket', 'ticketnya': 'ticketnya', 'ribuu': 'ribuu', 'mewujud': 'wujud', 'stempel': 'stempel', 'nantikan': 'nanti', 'yakkk': 'yakkk', 'test': 'test', 'mehubingi': 'mehubingi', 'dilamar': 'lamar', 'get': 'get', 'selenium': 'selenium', 'rasul': 'rasul', 'dffj': 'dffj', 'clam': 'clam', 'tuntaskan': 'tuntas', 'glran': 'glran', 'tghan': 'tghan', 'sldo': 'sldo', 'cpe': 'cpe', 'scanya': 'scanya', 'dibperbaiki': 'dibperbaiki', 'berkurg': 'berkurg', 'rizky': 'rizky', 'kepqda': 'kepqda', 'membatasi': 'batas', 'pembukaan': 'buka', 'inetnya': 'inetnya', 'manpaatin': 'manpaatin', 'cela': 'cela', 'meyakin': 'yakin', 'bknnya': 'bknnya', 'resechedule': 'resechedule', 'kambing': 'kambing', 'ngess': 'ngess', 'optimalkan': 'optimal', 'wkwkkw': 'wkwkkw', 'xpdc': 'xpdc', 'bukanx': 'bukanx', 'tetika': 'tetika', 'aqua': 'aqua', 'censel': 'censel', 'kepolosok': 'kepolosok', 'pedesaan': 'desa', 'tangal': 'tangal', 'dibunuh': 'bunuh', 'polisi': 'polisi', 'onoh': 'onoh', 'jalankan': 'jalan', 'mejalankan': 'mejalankan', 'pwrbedaan': 'pwrbedaan', 'jauuuuuuuuuuh': 'jauuuuuuuuuuh', 'taiiiiiiiiikkkkkk': 'taiiiiiiiiikkkkkk', 'meneliti': 'teliti', 'berhadia': 'berhadia', 'gax': 'gax', 'kereta': 'kereta', 'api': 'api', 'terlaksana': 'laksana', 'mematuhi': 'patuh', 'kebawa': 'bawa', 'dipakeeee': 'dipakeeee', 'yaww': 'yaww', 'kiww': 'kiww', 'van': 'van', 'heaven': 'heaven', 'kanjut': 'kanjut', 'outfit': 'outfit', 'kebesaran': 'besar', 'dicobain': 'dicobain', 'lum': 'lum', 'ketersediaan': 'sedia', 'mohooooon': 'mohooooon', 'memandai': 'mandai', 'diselipkan': 'selip', 'bel': 'bel', 'laine': 'laine', 'shopeemall': 'shopeemall', 'dituker': 'dituker', 'aslmkm': 'aslmkm', 'klick': 'klick', 'echh': 'echh', 'jaringanya': 'jaringanya', 'gmbarnya': 'gmbarnya', 'wslm': 'wslm', 'mengapus': 'mengapus', 'shooppee': 'shooppee', 'orel': 'orel', 'hapal': 'hapal', 'kecelakan': 'cela', 'kit': 'kit', 'teedftar': 'teedftar', 'shooppeee': 'shooppeee', 'motode': 'motode', 'nyelonong': 'nyelonong', 'kuhapus': 'hapus', 'uodate': 'uodate', 'aym': 'aym', 'gudeg': 'gudeg', 'wedang': 'wedang', 'uwuh': 'uwuh', 'imogiri': 'imogiri', 'oseng': 'oseng', 'mercon': 'mercon', 'narti': 'narti', 'grabfood': 'grabfood', 'ongkisnya': 'ongkisnya', 'gituh': 'gituh', 'berlebih': 'lebih', 'spec': 'spec', 'disamping': 'samping', 'menariknya': 'tarik', 'sikurir': 'sikurir', 'ongkirrrrrrrr': 'ongkirrrrrrrr', 'wse': 'wse', 'commers': 'commers', 'kwkwkwk': 'kwkwkwk', 'khayalaaaan': 'khayalaaaan', 'berjanji': 'janji', 'orderanku': 'order', 'aww': 'aww', 'skalinya': 'skalinya', 'arrgh': 'arrgh', 'songong': 'songong', 'laaaamaaa': 'laaaamaaa', 'btul': 'btul', 'asiklah': 'asiklah', 'solusii': 'solusi', 'adaaaa': 'adaaaa', 'gatris': 'gatris', 'hura': 'hura', 'dibobol': 'bobol', 'kepemilik': 'milik', 'handal': 'handal', 'flashdisk': 'flashdisk', 'kostumer': 'kostumer', 'ngelola': 'ngelola', 'meyode': 'meyode', 'apan': 'apan', 'gmau': 'gmau', 'keamaan': 'ama', 'memakainya': 'maka', 'previllage': 'previllage', 'lampu': 'lampu', 'kenali': 'kenal', 'diketik': 'ketik', 'mencintaimu': 'cinta', 'ahhaha': 'ahhaha', 'gombalan': 'gombal', 'dilan': 'dil', 'gays': 'gays', 'menguhubungi': 'menguhubungi', 'konsumenn': 'konsumenn', 'shopeelive': 'shopeelive', 'berkaitan': 'kait', 'sedianin': 'sedianin', 'pikirin': 'pikirin', 'pemebelisn': 'pemebelisn', 'vouc': 'vouc', 'peliiiiittt': 'peliiiiittt', 'littt': 'littt', 'tolomg': 'tolomg', 'besarr': 'besarr', 'memajukan': 'maju', 'pizahut': 'pizahut', 'dominoz': 'dominoz', 'standarisasi': 'standar', 'penjemin': 'jin', 'tspi': 'tspi', 'found': 'found', 'mail': 'mail', 'kes': 'kes', 'elektro': 'elektro', 'muahal': 'muahal', 'ongkinya': 'ongkinya', 'gantungkan': 'gantung', 'payahhhg': 'payahhhg', 'msrket': 'msrket', 'wajahlh': 'wajahlh', 'cobalh': 'cobalh', 'mrugikan': 'mrugikan', 'mrugikn': 'mrugikn', 'shipping': 'shipping', 'ditukar': 'tukar', 'majjuuu': 'majjuuu', 'terrusss': 'terrusss', 'direncanain': 'direncanain', 'ketemuu': 'ketemuu', 'dishopeepaylater': 'dishopeepaylater', 'jugaaaa': 'jugaaaa', 'mencontoh': 'contoh', 'appsnya': 'appsnya', 'omegat': 'omegat', 'dahhhh': 'dahhhh', 'dilanjutkan': 'lanjut', 'mengenakkan': 'enak', 'sangaaaaaat': 'sangaaaaaat', 'sicepathalu': 'sicepathalu', 'bth': 'bth', 'klao': 'klao', 'btl': 'btl', 'jolan': 'jolan', 'nembeli': 'nembeli', 'peringkat': 'peringkat', 'berubahan': 'rubah', 'terasi': 'terasi', 'shoppeeeee': 'shoppeeeee', 'dengarkan': 'dengar', 'outnya': 'outnya', 'mendapankan': 'mendapankan', 'gimanasih': 'gimanasih', 'ngecewai': 'ngecewai', 'setaun': 'taun', 'mengadukan': 'adu', 'mengatasinya': 'atas', 'ktpnya': 'ktpnya', 'mendaptkan': 'mendaptkan', 'paylayter': 'paylayter', 'pocernya': 'pocernya', 'pengisiannya': 'isi', 'jawanya': 'jawanya', 'basah': 'basah', 'kepanasan': 'panas', 'dduk': 'dduk', 'branda': 'branda', 'teraman': 'ram', 'bimbang': 'bimbang', 'nampung': 'nampung', 'standart': 'standart', 'are': 'are', 'isikan': 'isi', 'jelekkkkkkkkkkkk': 'jelekkkkkkkkkkkk', 'pemerasan': 'peras', 'perbulannya': 'bulan', 'angsur': 'angsur', 'berapun': 'bera', 'menilainya': 'nila', 'dimn': 'dimn', 'ega': 'ega', 'penanganya': 'penanganya', 'gakpapa': 'gakpapa', 'terkumpul': 'kumpul', 'daratan': 'darat', 'deng': 'deng', 'enek': 'enek', 'tindis': 'tindis', 'korim': 'korim', 'gilla': 'gilla', 'atuuu': 'atuuu', 'suadah': 'suadah', 'dipegiriman': 'dipegiriman', 'balesnay': 'balesnay', 'sopiy': 'sopiy', 'pegirimannya': 'pegirimannya', 'dishopi': 'dishopi', 'ajing': 'ajing', 'oe': 'oe', 'dihatiii': 'dihatiii', 'haahaha': 'haahaha', 'saldoan': 'saldo', 'cekin': 'cekin', 'hadehhhh': 'hadehhhh', 'rebuan': 'rebu', 'merata': 'rata', 'astronot': 'astronot', 'dispenser': 'dispenser', 'udb': 'udb', 'tagiban': 'tagiban', 'baayar': 'baayar', 'mbls': 'mbls', 'ats': 'ats', 'dewilestari': 'dewilestari', 'akunsaya': 'akunsaya', 'sayahapus': 'sayahapus', 'cuihhhh': 'cuihhhh', 'dronshiper': 'dronshiper', 'mookaya': 'mookaya', 'dronshifernyah': 'dronshifernyah', 'stoknyah': 'stoknyah', 'malang': 'malang', 'colorful': 'colorful', 'gemoy': 'gemoy', 'dimaki': 'maki', 'kafanya': 'kafanya', 'previlage': 'previlage', 'mlaporkn': 'mlaporkn', 'berwarna': 'warna', 'dowlond': 'dowlond', 'yha': 'yha', 'dilunasi': 'lunas', 'janjikan': 'janji', 'pembayarankan': 'pembayarankan', 'dugaan': 'duga', 'diwajibkan': 'wajib', 'sampenyaaa': 'sampenyaaa', 'etimasinya': 'etimasinya', 'dspaylaternya': 'dspaylaternya', 'ekspedi': 'ekspedi', 'shooee': 'shooee', 'resselernya': 'resselernya', 'sitoko': 'sitoko', 'yanam': 'yanam', 'mahalllll': 'mahalllll', 'mua': 'mua', 'knyamana': 'knyamana', 'nyelesaian': 'nyelesaian', 'bossku': 'bossku', 'nyantol': 'nyantol', 'mstery': 'mstery', 'cepit': 'cepit', 'sayur': 'sayur', 'caripun': 'cari', 'relax': 'relax', 'ce': 'ce', 'tempuh': 'tempuh', 'ngeluhin': 'ngeluhin', 'disebutin': 'disebutin', 'milenial': 'milenial', 'kebingungan': 'bingung', 'damprat': 'damprat', 'ordere': 'ordere', 'hei': 'hei', 'perut': 'perut', 'awalx': 'awalx', 'sistemmnya': 'sistemmnya', 'pempek': 'pempek', 'enjoyers': 'enjoyers', 'ginian': 'ginian', 'awoakwok': 'awoakwok', 'perunahan': 'perunahan', 'keceawa': 'keceawa', 'kasib': 'kasib', 'sediihhh': 'sediihhh', 'sealer': 'sealer', 'menejen': 'menejen', 'hidupkan': 'hidup', 'stoknya': 'stok', 'disat': 'sat', 'akhirnua': 'akhirnua', 'toxic': 'toxic', 'aura': 'aura', 'diutak': 'diutak', 'ravorit': 'ravorit', 'nandain': 'nandain', 'nyarinya': 'nyarinya', 'ngebuli': 'ngebuli', 'taai': 'taai', 'purbalingga': 'purbalingga', 'seenakanya': 'seenakanya', 'apaknya': 'apak', 'allahmdulillah': 'allahmdulillah', 'sblumx': 'sblumx', 'mndukung': 'mndukung', 'mncet': 'mncet', 'trlbih': 'trlbih', 'pmbelian': 'pmbelian', 'dariku': 'dari', 'bublenya': 'bublenya', 'selalunya': 'selalu', 'updatepun': 'updatepun', 'pinternya': 'pinternya', 'kelwt': 'kelwt', 'nalar': 'nalar', 'gratisongkirnya': 'gratisongkirnya', 'dicod': 'dicod', 'anjirr': 'anjirr', 'dngrkan': 'dngrkan', 'dripada': 'dripada', 'duterima': 'duterima', 'didatangin': 'didatangin', 'berilah': 'ilah', 'jlnnya': 'jlnnya', 'trnyt': 'trnyt', 'diperbaik': 'baik', 'mengikutin': 'mengikutin', 'lagie': 'lagie', 'ansuran': 'ansuran', 'sserver': 'sserver', 'dinaikkan': 'naik', 'chart': 'chart', 'membuahkan': 'buah', 'ngelage': 'ngelage', 'blokirnya': 'blokir', 'sihijau': 'sihijau', 'shopefoodnya': 'shopefoodnya', 'mkanan': 'mkanan', 'sate': 'sate', 'lontong': 'lontong', 'lontongnya': 'lontong', 'mi': 'mi', 'bakso': 'bakso', 'baksonya': 'bakso', 'mknannya': 'mknannya', 'mknan': 'mknan', 'kalopun': 'kalo', 'dikirimin': 'dikirimin', 'kakk': 'kakk', 'hadeewww': 'hadeewww', 'blj': 'blj', 'manding': 'manding', 'pisaah': 'pisaah', 'jadiin': 'jadiin', 'sfood': 'sfood', 'adminitrasi': 'adminitrasi', 'ckout': 'ckout', 'retund': 'retund', 'mancanegara': 'mancanegara', 'melaku': 'laku', 'mengecewa': 'kecewa', 'barkode': 'barkode', 'nyebutin': 'nyebutin', 'numerik': 'numerik', 'keunggulan': 'unggul', 'utak': 'utak', 'shoepe': 'shoepe', 'cepar': 'cepar', 'dikhiri': 'dikhiri', 'ji': 'ji', 'dinginkan': 'dingin', 'terkini': 'kini', 'disajikan': 'saji', 'pariatif': 'pariatif', 'god': 'god', 'bless': 'bless', 'forever': 'forever', 'nd': 'nd', 'disotir': 'disotir', 'gosok': 'gosok', 'kecewalah': 'kecewa', 'nunguin': 'nunguin', 'wilaya': 'wilaya', 'gorontalo': 'gorontalo', 'mintanya': 'minta', 'drtd': 'drtd', 'kesemua': 'semua', 'baking': 'baking', 'ewallet': 'ewallet', 'buanyak': 'buanyak', 'kzl': 'kzl', 'yapp': 'yapp', 'puasi': 'puas', 'tokotoko': 'tokotoko', 'menerterak': 'terak', 'nyaaaa': 'nyaaaa', 'menyelipkan': 'selip', 'travelola': 'travelola', 'downld': 'downld', 'nyokap': 'nyokap', 'dwnld': 'dwnld', 'hijrah': 'hijrah', 'bumn': 'bumn', 'travelol': 'travelol', 'cermatlah': 'cermat', 'mengritik': 'mengritik', 'gangebantu': 'gangebantu', 'pubgi': 'pubgi', 'prank': 'prank', 'term': 'term', 'condition': 'condition', 'special': 'special', 'hanyadi': 'hanyadi', 'bannet': 'bannet', 'bersalah': 'salah', 'blkngan': 'blkngan', 'gabs': 'gabs', 'saldolnya': 'saldolnya', 'jalur': 'jalur', 'pembatasan': 'batas', 'nollll': 'nollll', 'bakalnya': 'bakal', 'pegadaian': 'gadai', 'gunaaa': 'gunaaa', 'bawag': 'bawag', 'prncarian': 'prncarian', 'byebye': 'byebye', 'euyy': 'euyy', 'cumq': 'cumq', 'semahal': 'mahal', 'mengelabui': 'kelabu', 'payaah': 'payaah', 'jauhh': 'jauhh', 'duhduh': 'duhduh', 'followup': 'followup', 'keseeeeel': 'keseeeeel', 'halloo': 'halloo', 'cansel': 'cansel', 'menghubungin': 'menghubungin', 'dibenarilaa': 'dibenarilaa', 'dululah': 'dululah', 'keslahan': 'slah', 'kjadiannya': 'kjadiannya', 'disisni': 'disisni', 'binus': 'bus', 'elmaalya': 'elmaalya', 'terintwgrasi': 'terintwgrasi', 'bath': 'bath', 'syukurnya': 'syukur', 'haa': 'haa', 'apkah': 'apkah', 'reel': 'reel', 'garmin': 'garmin', 'diapusin': 'diapusin', 'kmd': 'kmd', 'terdownload': 'terdownload', 'menitipkan': 'titip', 'bandel': 'bandel', 'gasopan': 'gasopan', 'menengahi': 'tengah', 'belun': 'bun', 'bary': 'bary', 'kurys': 'kurys', 'gemuk': 'gemuk', 'dbilangs': 'dbilangs', 'jelaskaaaan': 'jelaskaaaan', 'hedeeh': 'hedeeh', 'gantiiii': 'gantiiii', 'gamauuuuuuu': 'gamauuuuuuu', 'hrusss': 'hrusss', 'ditolok': 'tolok', 'sgat': 'sgat', 'habislah': 'habis', 'kebarang': 'barang', 'disaya': 'saya', 'piiieee': 'piiieee', 'shopiieee': 'shopiieee', 'penangannanya': 'penangannanya', 'mengunakannya': 'mengunakannya', 'brlanja': 'brlanja', 'dukungan': 'dukung', 'itumah': 'itumah', 'dibales': 'dibales', 'badmood': 'badmood', 'tolonk': 'tolonk', 'sabaran': 'sabar', 'anteng': 'anteng', 'cause': 'cause', 'capeeek': 'capeeek', 'amattt': 'amattt', 'bngattt': 'bngattt', 'tergila': 'gila', 'pemakaiannya': 'pakai', 'timbang': 'timbang', 'geleng': 'geleng', 'haii': 'hai', 'jilbab': 'jilbab', 'awesome': 'awesome', 'sweet': 'sweet', 'dtentukan': 'dtentukan', 'mengasyikan': 'asyik', 'tercepat': 'cepat', 'dipilihkan': 'pilih', 'wessss': 'wessss', 'hancorrrrrrr': 'hancorrrrrrr', 'dimna': 'dimna', 'jbt': 'jbt', 'palau': 'palau', 'peang': 'peang', 'konsummu': 'konsummu', 'ditelaah': 'telaah', 'dihayati': 'hayati', 'mengatasnamankan': 'mengatasnamankan', 'promoo': 'promoo', 'dikemasnya': 'kemas', 'dieprbaiki': 'dieprbaiki', 'gratiskan': 'gratis', 'kabulkan': 'kabul', 'kabulin': 'kabulin', 'dikoreksi': 'koreksi', 'dikunci': 'kunci', 'aplikatornya': 'aplikatornya', 'human': 'human', 'ribetnye': 'ribetnye', 'nyman': 'nyman', 'kbayakan': 'kbayakan', 'walaupn': 'walaupn', 'brangya': 'brangya', 'wlpun': 'wlpun', 'diakalin': 'diakalin', 'agennya': 'agen', 'gimanapun': 'gimanapun', 'buatku': 'buat', 'adab': 'adab', 'diancam': 'ancam', 'sosmed': 'sosmed', 'menginformasikan': 'informasi', 'rekrut': 'rekrut', 'training': 'training', 'formal': 'formal', 'gateway': 'gateway', 'nympe': 'nympe', 'stngah': 'stngah', 'palayanan': 'palayanan', 'kontra': 'kontra', 'irt': 'irt', 'catche': 'catche', 'mengibuli': 'ibul', 'tlol': 'tlol', 'ganteng': 'ganteng', 'imut': 'imut', 'netflix': 'netflix', 'kencenggg': 'kencenggg', 'errror': 'errror', 'gmnaa': 'gmnaa', 'motongnya': 'motongnya', 'birthday': 'birthday', 'ongkirku': 'ongkirku', 'bwat': 'bwat', 'mndesak': 'mndesak', 'brangny': 'brangny', 'trpksa': 'trpksa', 'bukaannya': 'buka', 'dihalaman': 'halaman', 'konntidak': 'konntidak', 'berhub': 'berhub', 'classic': 'classic', 'magrib': 'magrib', 'pcr': 'pcr', 'pengurutan': 'urut', 'urut': 'urut', 'goks': 'goks', 'ketepa': 'tepa', 'tepu': 'tepu', 'berkarya': 'karya', 'kuq': 'kuq', 'tancap': 'tancap', 'tersambung': 'sambung', 'smaa': 'smaa', 'rilvik': 'rilvik', 'jy': 'jy', 'shopeeeee': 'shopeeeee', 'brakhir': 'brakhir', 'recordnya': 'recordnya', 'tlog': 'tlog', 'lolat': 'lolat', 'kedepnannya': 'kedepnannya', 'difilter': 'filter', 'dipaparkan': 'papar', 'asalamualaikum': 'asalamualaikum', 'abnyk': 'abnyk', 'jahit': 'jahit', 'memanpaat': 'memanpaat', 'dapt': 'dapt', 'afrika': 'afrika', 'vapor': 'vapor', 'ditotalin': 'ditotalin', 'strateginya': 'strategi', 'sdaah': 'sdaah', 'makeknya': 'makeknya', 'nutup': 'nutup', 'prmanen': 'prmanen', 'cuiiihh': 'cuiiihh', 'pindahin': 'pindahin', 'doangg': 'doangg', 'np': 'np', 'ketegasannya': 'tegas', 'kesengajangan': 'kesengajangan', 'bleklis': 'bleklis', 'berakakibat': 'berakakibat', 'hadirnya': 'hadir', 'ngemall': 'ngemall', 'waktuku': 'waktu', 'excelences': 'excelences', 'dberi': 'dberi', 'syaran': 'syar', 'urutkan': 'urut', 'menelaah': 'telaah', 'dikun': 'dikun', 'kelogout': 'kelogout', 'puzzel': 'puzzel', 'pohon': 'pohon', 'cepe': 'cepe', 'padala': 'padala', 'ngefreeze': 'ngefreeze', 'tamak': 'tamak', 'sjak': 'sjak', 'diserahkan': 'serah', 'kepembeli': 'bel', 'pembelilah': 'bel', 'untuknya': 'untuk', 'baikk': 'baikk', 'sekecewa': 'kecewa', 'dilaman': 'dilam', 'minimnya': 'minim', 'terganggunya': 'ganggu', 'prubahan': 'prubahan', 'teridentifikasi': 'identifikasi', 'mengkaitkan': 'kait', 'gameee': 'gameee', 'nemanin': 'nemanin', 'keisni': 'keisni', 'taringan': 'taring', 'panggang': 'panggang', 'karo': 'karo', 'teori': 'teori', 'omdo': 'omdo', 'menurutin': 'menurutin', 'digubris': 'gubris', 'tanggepan': 'tanggepan', 'tapisekarang': 'tapisekarang', 'binggun': 'binggun', 'gatel': 'gatel', 'tnganku': 'tnganku', 'balesinnya': 'balesinnya', 'karimunjawa': 'karimunjawa', 'nmanya': 'nmanya', 'nyebrang': 'nyebrang', 'kpl': 'kpl', 'mnyesal': 'mnyesal', 'terjun': 'terjun', 'rekam': 'rekam', 'keminfo': 'keminfo', 'haloooooooooooooooooo': 'haloooooooooooooooooo', 'malesin': 'malesin', 'belqnja': 'belqnja', 'harganyapun': 'harga', 'jobs': 'jobs', 'realita': 'realita', 'ceki': 'ceki', 'sesuwai': 'sesuwai', 'nyaingin': 'nyaingin', 'maximalkan': 'maximalkan', 'dibodohi': 'bodoh', 'worst': 'worst', 'banggain': 'banggain', 'pejual': 'jual', 'tegor': 'tegor', 'melalukan': 'lalu', 'aemua': 'aemua', 'mengecekawan': 'mengecekawan', 'bembelian': 'bembelian', 'shopefeed': 'shopefeed', 'mintai': 'minta', 'hlo': 'hlo', 'beberpaa': 'beberpaa', 'working': 'working', 'mom': 'mom', 'logika': 'logika', 'pasuruan': 'pasuruan', 'mojokerto': 'mojokerto', 'siiiihhh': 'siiiihhh', 'menegur': 'tegur', 'pembelianku': 'beli', 'tenggang': 'tenggang', 'ngereturn': 'ngereturn', 'sdgkan': 'sdgkan', 'dbandg': 'dbandg', 'saing': 'saing', 'ojol': 'ojol', 'maubayar': 'maubayar', 'pokon': 'pokon', 'tuhh': 'tuhh', 'mie': 'mie', 'sukro': 'sukro', 'saus': 'saus', 'sambal': 'sambal', 'sosis': 'sosis', 'paraaaaaaaaaah': 'paraaaaaaaaaah', 'gantu': 'gantu', 'diskonya': 'disko', 'responsi': 'responsi', 'erwii': 'erwii', 'daptar': 'daptar', 'temenku': 'temenku', 'sdangksn': 'sdangksn', 'lebh': 'lebh', 'oesanan': 'oesanan', 'teledor': 'teledor', 'tunik': 'tunik', 'jumbo': 'jumbo', 'dichat': 'dichat', 'pesesn': 'pesesn', 'kolor': 'kolor', 'eeeeh': 'eeeeh', 'drng': 'drng', 'teruuuus': 'teruuuus', 'memudahkn': 'memudahkn', 'dkasir': 'dkasir', 'pencairannya': 'cair', 'andelin': 'andelin', 'baruunya': 'baruunya', 'ketauan': 'tau', 'soaly': 'soaly', 'vocery': 'vocery', 'pdam': 'pdam', 'saaty': 'saaty', 'dadah': 'dadah', 'rombak': 'rombak', 'prosesor': 'prosesor', 'mempertemukan': 'temu', 'gratissssssss': 'gratissssssss', 'dtrnsfer': 'dtrnsfer', 'drek': 'drek', 'dcancel': 'dcancel', 'dkmblikan': 'dkmblikan', 'sjuta': 'sjuta', 'tlvn': 'tlvn', 'dputar': 'dputar', 'tal': 'tal', 'kmbli': 'kmbli', 'smuga': 'smuga', 'trlibat': 'trlibat', 'mngmbil': 'mngmbil', 'mndpat': 'mndpat', 'stimpal': 'stimpal', 'buta': 'buta', 'luwu': 'luwu', 'nggkat': 'nggkat', 'jatu': 'jatu', 'dluar': 'dluar', 'dikonnya': 'dikonnya', 'voucherny': 'voucherny', 'nihilllll': 'nihilllll', 'mengunjungi': 'unjung', 'malkan': 'mal', 'codm': 'codm', 'gameyang': 'gameyang', 'orangtua': 'orangtua', 'pemarah': 'marah', 'nunggux': 'nunggux', 'runyek': 'runyek', 'black': 'black', 'shark': 'shark', 'seluk': 'seluk', 'beluknya': 'beluk', 'ngeblock': 'ngeblock', 'menyalahgunaan': 'menyalahgunaan', 'blgny': 'blgny', 'sistemny': 'sistemny', 'dog': 'dog', 'kokkk': 'kokkk', 'terkain': 'kain', 'sby': 'sby', 'sidoarjo': 'sidoarjo', 'penjadwalan': 'jadwal', 'situlah': 'situ', 'lemooooootttttt': 'lemooooootttttt', 'klopun': 'klopun', 'bnrbnr': 'bnrbnr', 'pembyaran': 'pembyaran', 'ssah': 'ssah', 'kenyataanya': 'kenyataanya', 'angsung': 'angsung', 'agac': 'agac', 'mengurus': 'urus', 'pengajuannya': 'aju', 'setlah': 'set', 'tangkap': 'tangkap', 'selanjut': 'lanjut', 'tengkyuuu': 'tengkyuuu', 'udamah': 'udamah', 'baiklah': 'baik', 'becanda': 'becanda', 'kepakek': 'kepakek', 'nakalnya': 'nakal', 'shellernyw': 'shellernyw', 'win': 'win', 'solution': 'solution', 'berenang': 'renang', 'heppee': 'heppee', 'jariangn': 'jariangn', 'walpun': 'walpun', 'kash': 'kash', 'terimakash': 'terimakash', 'ohya': 'ohya', 'wlw': 'wlw', 'akumulasi': 'akumulasi', 'capedeh': 'capedeh', 'mengcapek': 'mengcapek', 'gencar': 'gencar', 'disalahakan': 'disalahakan', 'almt': 'almt', 'mendaftarkan': 'daftar', 'chekot': 'chekot', 'bokek': 'bokek', 'whats': 'whats', 'huruf': 'huruf', 'pazzell': 'pazzell', 'knpaa': 'knpaa', 'jelg': 'jelg', 'mbaa': 'mbaa', 'menajadi': 'menajadi', 'pembanding': 'banding', 'ketir': 'tir', 'tasikmalaya': 'tasikmalaya', 'manonjaya': 'manonjaya', 'kesengajaan': 'sengaja', 'bgaimana': 'bgaimana', 'lihar': 'lihar', 'jati': 'jati', 'polos': 'polos', 'triplek': 'triplek', 'patah': 'patah', 'kakinya': 'kaki', 'couple': 'couple', 'tali': 'tali', 'huruh': 'huruh', 'currir': 'currir', 'saha': 'saha', 'slik': 'slik', 'bi': 'bi', 'checking': 'checking', 'tktk': 'tktk', 'halut': 'halut', 'bertugas': 'tugas', 'berupaya': 'upaya', 'kekagagalan': 'kekagagalan', 'sangsandaranhatiberjiwamuslim': 'sangsandaranhatiberjiwamuslim', 'iini': 'iini', 'khawatis': 'khawatis', 'muke': 'muke', 'pelet': 'pelet', 'kawinin': 'kawinin', 'tanggungjawabnya': 'tanggungjawabnya', 'hallooo': 'hallooo', 'salahkah': 'salah', 'desember': 'desember', 'bernaung': 'naung', 'pangkat': 'pangkat', 'baguskan': 'bagus', 'bintangny': 'bintangny', 'nyebut': 'nyebut', 'loadnya': 'loadnya', 'kuperbaiki': 'baik', 'butung': 'butung', 'pasal': 'pasal', 'uprade': 'uprade', 'kto': 'kto', 'dpesan': 'dpesan', 'disettujui': 'disettujui', 'sekuat': 'kuat', 'almarhum': 'almarhum', 'woouw': 'woouw', 'lrmot': 'lrmot', 'ngestun': 'ngestun', 'lebihin': 'lebihin', 'some': 'some', 'did': 'did', 'because': 'because', 'mengupdate': 'mengupdate', 'wahh': 'wahh', 'menyukainya': 'suka', 'dshoppee': 'dshoppee', 'dipakeee': 'dipakeee', 'veifikasinya': 'veifikasinya', 'kartunya': 'kartu', 'sedangakan': 'sedangakan', 'jua': 'jua', 'gaib': 'gaib', 'parahlah': 'parah', 'preventif': 'preventif', 'maintenancenya': 'maintenancenya', 'breng': 'breng', 'ngklik': 'ngklik', 'ketambahan': 'tambah', 'jarinya': 'jari', 'sensor': 'sensor', 'bulet': 'bulet', 'buletin': 'buletin', 'diskount': 'diskount', 'perampok': 'rampok', 'terakhirku': 'akhir', 'untungkan': 'untung', 'assalammualaikum': 'assalammualaikum', 'perkenalkan': 'kenal', 'soraya': 'soraya', 'banun': 'banun', 'sementarasaya': 'sementarasaya', 'afiliasi': 'afiliasi', 'mentor': 'mentor', 'peka': 'peka', 'yuuks': 'yuuks', 'kerennnnnn': 'kerennnnnn', 'kereeeenn': 'kereeeenn', 'tasking': 'tasking', 'tertolong': 'tolong', 'develpoment': 'develpoment', 'demii': 'demi', 'ive': 'ive', 'harbolnasnya': 'harbolnasnya', 'big': 'big', 'redeem': 'redeem', 'terkecuali': 'kecuali', 'pertahan': 'tahan', 'cintai': 'cinta', 'tokp': 'tokp', 'sebanya': 'seba', 'woiii': 'woiii', 'bngetttttt': 'bngetttttt', 'belanjakan': 'belanja', 'ogak': 'ogak', 'singapore': 'singapore', 'akhi': 'akh', 'kerjasamanta': 'kerjasamanta', 'sbgainya': 'sbgainya', 'samapah': 'samapah', 'peakingannya': 'peakingannya', 'fotonyaa': 'fotonyaa', 'peakingnyya': 'peakingnyya', 'qun': 'qun', 'susupi': 'susup', 'tlfn': 'tlfn', 'range': 'range', 'dilantai': 'lantai', 'garasi': 'garasi', 'ditraining': 'ditraining', 'realitas': 'realitas', 'membabtu': 'membabtu', 'rumahan': 'rumah', 'memgutamakan': 'memgutamakan', 'bettanggung': 'bettanggung', 'amanaahh': 'amanaahh', 'pakettnya': 'pakettnya', 'keseller': 'keseller', 'ditelfn': 'ditelfn', 'kelalaian': 'lalai', 'jangkau': 'jangkau', 'unistalshopee': 'unistalshopee', 'pindahtokopedia': 'pindahtokopedia', 'melnggar': 'melnggar', 'mengjukan': 'mengjukan', 'brasa': 'brasa', 'thumb': 'thumb', 'record': 'record', 'ynga': 'ynga', 'mengfasiltasi': 'mengfasiltasi', 'tahnk': 'tahnk', 'cusbotomer': 'cusbotomer', 'spaylaterku': 'spaylaterku', 'lagh': 'lagh', 'kucingnya': 'kucing', 'saksi': 'saksi', 'abai': 'abai', 'rmah': 'rmah', 'hrusny': 'hrusny', 'perlambat': 'lambat', 'daily': 'daily', 'bayarannya': 'bayar', 'hargaurah': 'hargaurah', 'sellerny': 'sellerny', 'konsekwen': 'konsekwen', 'rule': 'rule', 'belagu': 'belagu', 'memblock': 'memblock', 'ima': 'ima', 'nomaktif': 'nomaktif', 'gelas': 'gelas', 'regist': 'regist', 'pertma': 'pertma', 'sekli': 'sekli', 'gondok': 'gondok', 'ngantarkan': 'ngantarkan', 'dijaringan': 'jaring', 'disinyalnya': 'sinyal', 'kenala': 'nala', 'arean': 'are', 'ninjavan': 'ninjavan', 'nov': 'nov', 'realisasikan': 'realisasi', 'preman': 'preman', 'pendidikanya': 'kanya', 'adatugas': 'adatugas', 'kejar': 'kejar', 'memerus': 'perus', 'didaftarkan': 'daftar', 'katany': 'katany', 'enggan': 'enggan', 'dihandle': 'dihandle', 'sayany': 'sayany', 'selemot': 'lot', 'abissss': 'abissss', 'tunggunya': 'tunggu', 'knak': 'knak', 'pengunan': 'pengunan', 'sblah': 'sblah', 'terfavorite': 'terfavorite', 'tingktn': 'tingktn', 'urutan': 'urut', 'diestalase': 'diestalase', 'hawatir': 'hawatir', 'kobutcha': 'kobutcha', 'diteruskan': 'terus', 'tempe': 'tempe', 'merestart': 'merestart', 'helper': 'helper', 'stafnya': 'staf', 'solved': 'solved', 'mengesalkan': 'kesal', 'dibnrin': 'dibnrin', 'bsi': 'bsi', 'prediksi': 'prediksi', 'ug': 'ug', 'ditinggalkan': 'tinggal', 'oficial': 'oficial', 'pecicilan': 'pecicilan', 'koo': 'koo', 'wajibkan': 'wajib', 'bintal': 'bintal', 'setiamu': 'setia', 'ketemuan': 'ketemu', 'terkusus': 'sus', 'miliki': 'milik', 'homyped': 'homyped', 'bil': 'bil', 'yangbelum': 'yangbelum', 'jumlahny': 'jumlahny', 'kqmi': 'kqmi', 'mmng': 'mmng', 'toloooongggg': 'toloooongggg', 'gaisy': 'gaisy', 'hasilkan': 'hasil', 'see': 'see', 'mdhn': 'mdhn', 'kelangsungan': 'langsung', 'gacor': 'gacor', 'bllm': 'bllm', 'mengulanginya': 'ulang', 'tdny': 'tdny', 'simmple': 'simmple', 'disuka': 'suka', 'terukur': 'ukur', 'menyocokan': 'menyocokan', 'kesasar': 'kesasar', 'melesetnya': 'meleset', 'meleset': 'meleset', 'kecewanya': 'kecewa', 'baragnya': 'baragnya', 'kontol': 'kontol', 'anjing': 'anjing', 'sakau': 'sakau', 'panteeeekkkk': 'panteeeekkkk', 'aplikasiibpanteekkkkkk': 'aplikasiibpanteekkkkkk', 'pantek': 'pantek', 'scannya': 'scannya', 'btn': 'btn', 'njih': 'njih', 'manya': 'manya', 'seetalh': 'seetalh', 'snack': 'snack', 'penggunya': 'penggunya', 'kesopanannya': 'sopan', 'samasama': 'samasama', 'gajelasssss': 'gajelasssss', 'mantapkan': 'mantap', 'dekdek': 'dekdek', 'sosol': 'sosol', 'ngenteni': 'ngenteni', 'azza': 'azza', 'mozart': 'mozart', 'sonata': 'sonata', 'stasiun': 'stasiun', 'manggarai': 'manggarai', 'hps': 'hps', 'setidak': 'tidak', 'luang': 'luang', 'jenuh': 'jenuh', 'aplikasion': 'aplikasion', 'dllimit': 'dllimit', 'lagike': 'lagike', 'terasanya': 'asa', 'claer': 'claer', 'axis': 'axis', 'nandingin': 'nandingin', 'fortnite': 'fortnite', 'mmpunyai': 'mmpunyai', 'smentara': 'smentara', 'jelih': 'jelih', 'merchaint': 'merchaint', 'dilokasi': 'lokasi', 'menggantung': 'gantung', 'loloskan': 'lolos', 'mura': 'mura', 'kriminals': 'kriminals', 'efficient': 'efficient', 'terdaptar': 'terdaptar', 'kurangkan': 'kurang', 'melakuan': 'laku', 'bermoduskan': 'modus', 'standarnya': 'standar', 'tetiba': 'tetiba', 'kekmana': 'kekmana', 'tnggl': 'tnggl', 'terlewat': 'lewat', 'bagaiamana': 'bagaiamana', 'button': 'button', 'promi': 'promi', 'seengganya': 'seengganya', 'byy': 'byy', 'ngajak': 'ngajak', 'janggalkan': 'janggal', 'ahaha': 'ahaha', 'hhhmmmm': 'hhhmmmm', 'nipis': 'nipis', 'spaylether': 'spaylether', 'spaylather': 'spaylather', 'kepincut': 'kepincut', 'terhalang': 'halang', 'perbanayak': 'perbanayak', 'mengharapkan': 'harap', 'peter': 'peter', 'ferifikasi': 'ferifikasi', 'cheking': 'cheking', 'alahamdulillah': 'alahamdulillah', 'shrus': 'shrus', 'ulur': 'ulur', 'ggra': 'ggra', 'gilrn': 'gilrn', 'nntn': 'nntn', 'kedi': 'kedi', 'sueneng': 'sueneng', 'hitungnya': 'hitung', 'cheche': 'cheche', 'dikmbalikn': 'dikmbalikn', 'penbeli': 'penbeli', 'cheak': 'cheak', 'tralu': 'tralu', 'claem': 'claem', 'ringtone': 'ringtone', 'hery': 'hery', 'purnomo': 'purnomo', 'sopih': 'sopih', 'selingkuhan': 'selingkuh', 'nikah': 'nikah', 'hdp': 'hdp', 'berjuang': 'juang', 'tdr': 'tdr', 'rampas': 'rampas', 'insa': 'insa', 'kelak': 'kelak', 'setimpal': 'timpal', 'mantaaapp': 'mantaaapp', 'aploksi': 'aploksi', 'ende': 'ende', 'plyannanya': 'plyannanya', 'snagat': 'snagat', 'tumpuk': 'tumpuk', 'brhri': 'brhri', 'rektur': 'rektur', 'saj': 'saj', 'mark': 'mark', 'jambore': 'jambore', 'camkan': 'cam', 'anggotanya': 'anggota', 'ogkirny': 'ogkirny', 'bertubi': 'tubi', 'memaksakan': 'paksa', 'sebeluk': 'beluk', 'cilandak': 'cilandak', 'matraman': 'matraman', 'waaaaah': 'waaaaah', 'ngandelin': 'ngandelin', 'kalik': 'kalik', 'guaa': 'guaa', 'yaudh': 'yaudh', 'manen': 'manen', 'lambar': 'lambar', 'mensengsarakan': 'sengsara', 'negaranya': 'negara', 'mengejar': 'kejar', 'menuntuk': 'menuntuk', 'replay': 'replay', 'kdlwrsanya': 'kdlwrsanya', 'bermslh': 'bermslh', 'ekpedisinya': 'ekpedisinya', 'disortir': 'sortir', 'pakain': 'pakain', 'mubasir': 'mubasir', 'loadingny': 'loadingny', 'electronic': 'electronic', 'nyawanya': 'nyawa', 'trnsfr': 'trnsfr', 'custumor': 'custumor', 'mengirimnya': 'kirim', 'jatah': 'jatah', 'buanyaaaaak': 'buanyaaaaak', 'makany': 'makany', 'levelmu': 'level', 'petnya': 'pet', 'kesepian': 'sepi', 'mikro': 'mikro', 'yogya': 'yogya', 'bagussssss': 'bagussssss', 'olshoop': 'olshoop', 'dbikin': 'dbikin', 'sabaar': 'sabaar', 'terkecil': 'kecil', 'tersulit': 'sulit', 'brizzi': 'brizzi', 'edc': 'edc', 'nfc': 'nfc', 'eleltronik': 'eleltronik', 'lowbat': 'lowbat', 'pembayaan': 'baya', 'otomastis': 'otomastis', 'epep': 'epep', 'tokopoin': 'tokopoin', 'branding': 'branding', 'kalsel': 'kalsel', 'percya': 'percya', 'massalah': 'massa', 'selow': 'selow', 'penggiriman': 'penggiriman', 'lapanggan': 'lapanggan', 'penggirimannya': 'penggirimannya', 'pisah': 'pisah', 'mangement': 'mangement', 'loak': 'loak', 'eehh': 'eehh', 'dicuri': 'curi', 'ngubungi': 'ngubungi', 'gakk': 'gakk', 'pencurinya': 'cur', 'agkt': 'agkt', 'dikasihkan': 'kasih', 'bukanny': 'bukanny', 'perburuk': 'buruk', 'malware': 'malware', 'dsiini': 'dsiini', 'forced': 'forced', 'ktika': 'ktika', 'ringankan': 'ringan', 'vertifikasi': 'vertifikasi', 'diribawa': 'diribawa', 'pengaduannya': 'adu', 'pulangkn': 'pulangkn', 'bosku': 'bos', 'ditarikin': 'ditarikin', 'potogan': 'potogan', 'susab': 'susab', 'menggeser': 'geser', 'notipikasinya': 'notipikasinya', 'tlisan': 'tlisan', 'bkalan': 'bkalan', 'kumpulkan': 'kumpul', 'jember': 'jember', 'ibukota': 'ibukota', 'menguasai': 'kuasa', 'userinterface': 'userinterface', 'bantua': 'bantua', 'terpuaskan': 'puas', 'kewa': 'kewa', 'pedahal': 'pedahal', 'langgan': 'langgan', 'mengenakan': 'kena', 'safe': 'safe', 'streeming': 'streeming', 'penarkan': 'tar', 'kejelasanya': 'jasa', 'screenshotnya': 'screenshotnya', 'nm': 'nm', 'memperburuk': 'buruk', 'experience': 'experience', 'homepage': 'homepage', 'pertangung': 'pertangung', 'temuin': 'temuin', 'slls': 'slls', 'bengkalis': 'bengkal', 'selambatnya': 'lambat', 'sopeenya': 'sopeenya', 'keburukan': 'keburu', 'selm': 'selm', 'kedepn': 'kedepn', 'centernya': 'centernya', 'apkikasinya': 'apkikasinya', 'hedehh': 'hedehh', 'alhir': 'alhir', 'burikkkk': 'burikkkk', 'keriset': 'riset', 'mengutarakan': 'utara', 'kekesalan': 'kesal', 'dampaknya': 'dampak', 'berhnti': 'berhnti', 'jgaa': 'jgaa', 'seluru': 'seluru', 'tulisnya': 'tulis', 'timenya': 'timenya', 'diikhlaskan': 'ikhlas', 'dipacking': 'dipacking', 'kelengkapan': 'lengkap', 'sbelumnya': 'sbelumnya', 'mohkn': 'mohkn', 'gantung': 'gantung', 'bgusnya': 'bgusnya', 'diuruskan': 'urus', 'maslaah': 'maslaah', 'kredibilitas': 'kredibilitas', 'ngirimannya': 'ngirimannya', 'kurilnya': 'kurilnya', 'melayanan': 'layan', 'barulah': 'baru', 'rattingnya': 'rattingnya', 'semuanyaaaa': 'semuanyaaaa', 'ith': 'ith', 'barangy': 'barangy', 'angkir': 'angkir', 'nanam': 'nanam', 'reseh': 'reseh', 'spaylatr': 'spaylatr', 'kbijakan': 'kbijakan', 'ncok': 'ncok', 'perubhan': 'perubhan', 'elus': 'elus', 'dibelik': 'belik', 'yessssss': 'yessssss', 'keyboard': 'keyboard', 'angkanya': 'angka', 'tanyata': 'tanyata', 'beniru': 'beniru', 'foucernya': 'foucernya', 'rugian': 'rugi', 'bamyak': 'bamyak', 'ssesuai': 'ssesuai', 'semakim': 'semakim', 'cerdasss': 'cerdasss', 'suplayer': 'suplayer', 'baku': 'baku', 'merekomendasi': 'rekomendasi', 'wadidau': 'wadidau', 'november': 'november', 'sos': 'sos', 'kemfirmasi': 'kemfirmasi', 'menuggu': 'menuggu', 'mementingkan': 'penting', 'patung': 'patung', 'memindahkan': 'pindah', 'passwordnya': 'passwordnya', 'apakabar': 'apakabar', 'ckear': 'ckear', 'basic': 'basic', 'gratris': 'gratris', 'nghak': 'nghak', 'kakulating': 'kakulating', 'lok': 'lok', 'apax': 'apax', 'clo': 'clo', 'cuii': 'cuii', 'gaessss': 'gaessss', 'gajelass': 'gajelass', 'mengewakan': 'ewa', 'ksel': 'ksel', 'pame': 'pame', 'pasangan': 'pasang', 'pngguna': 'pngguna', 'shoopeeenya': 'shoopeeenya', 'ojekan': 'ojek', 'argo': 'argo', 'tuhhh': 'tuhhh', 'kembangan': 'kembang', 'unjuk': 'unjuk', 'pemasukan': 'pasu', 'lepih': 'lepih', 'payment': 'payment', 'doanv': 'doanv', 'dlua': 'dlua', 'sgtu': 'sgtu', 'tggal': 'tggal', 'payn': 'payn', 'dbeli': 'dbeli', 'dsesuaikn': 'dsesuaikn', 'hhhhheeeee': 'hhhhheeeee', 'banayk': 'banayk', 'idaman': 'idam', 'lagikkk': 'lagikkk', 'hehehehmm': 'hehehehmm', 'jasper': 'jasper', 'retingnya': 'retingnya', 'yangku': 'yang', 'kuri': 'kur', 'tinjauan': 'tinjau', 'latternya': 'latternya', 'bgtttt': 'bgtttt', 'ekptasi': 'ekptasi', 'srh': 'srh', 'pokokne': 'pokokne', 'instagramnya': 'instagramnya', 'daaaannn': 'daaaannn', 'adanaya': 'adanaya', 'pbayaran': 'pbayaran', 'suksessssss': 'suksessssss', 'masukkin': 'masukkin', 'loging': 'loging', 'fuul': 'fuul', 'separohnya': 'separohnya', 'lebiih': 'lebiih', 'pembuktian': 'bukti', 'ngurusnya': 'ngurusnya', 'paylat': 'paylat', 'karrna': 'karrna', 'plat': 'plat', 'apw': 'apw', 'aampuuun': 'aampuuun', 'keseel': 'keseel', 'binggiiiit': 'binggiiiit', 'pebilaiannya': 'bilai', 'grub': 'grub', 'oppa': 'oppa', 'kim': 'kim', 'seon': 'seon', 'saan': 'saan', 'pyeong': 'pyeong', 'pernag': 'pernag', 'fans': 'fans', 'jipyeong': 'jipyeong', 'daaach': 'daaach', 'sicepatnya': 'sicepatnya', 'ijinkan': 'ijinkan', 'pasarkan': 'pasar', 'lebihnya': 'lebih', 'betek': 'betek', 'phdl': 'phdl', 'january': 'january', 'pengirimnnya': 'pengirimnnya', 'beberbentuk': 'bentuk', 'memebedakan': 'beda', 'pasrah': 'pasrah', 'sofy': 'sofy', 'galau': 'galau', 'mmpertahankan': 'mmpertahankan', 'berpisaha': 'berpisaha', 'bebelac': 'bebelac', 'menyertekan': 'menyertekan', 'hakq': 'hakq', 'jumpa': 'jumpa', 'crash': 'crash', 'imingnya': 'imingnya', 'komentas': 'komentas', 'programmernya': 'programmernya', 'kegold': 'kegold', 'ketergantungan': 'gantung', 'srek': 'srek', 'cintanya': 'cinta', 'klk': 'klk', 'awasi': 'awas', 'anime': 'anime', 'figure': 'figure', 'action': 'action', 'perbagus': 'bagus', 'selasa': 'selasa', 'undur': 'undur', 'kamis': 'kamis', 'ulangi': 'ulang', 'merka': 'merka', 'komentrnya': 'komentrnya', 'anyep': 'anyep', 'ngmong': 'ngmong', 'asiappp': 'asiappp', 'mute': 'mute', 'asssalamualaikum': 'asssalamualaikum', 'vouncer': 'vouncer', 'promos': 'promos', 'suplemen': 'suplemen', 'dicocokkan': 'cocok', 'sellerpun': 'sellerpun', 'baguuuuusss': 'baguuuuusss', 'kaaan': 'kaaan', 'duahari': 'duahari', 'dibentak': 'bentak', 'bentak': 'bentak', 'chekoutan': 'chekoutan', 'airpay': 'airpay', 'clif': 'clif', 'poco': 'poco', 'aplokasi': 'aplokasi', 'ngebacot': 'ngebacot', 'ngmng': 'ngmng', 'pemecahan': 'pecah', 'goooddd': 'goooddd', 'jobbb': 'jobbb', 'dihendel': 'hendel', 'normatif': 'normatif', 'realitannya': 'realitannya', 'lumayann': 'lumayann', 'laham': 'laham', 'tutor': 'tutor', 'ahopee': 'ahopee', 'fcxkkk': 'fcxkkk', 'kasbon': 'kasbon', 'kesellll': 'kesellll', 'hallooooo': 'hallooooo', 'bosque': 'bosque', 'golf': 'golf', 'xfgro': 'xfgro', 'dghff': 'dghff', 'shophe': 'shophe', 'sedangkang': 'sedangkang', 'agh': 'agh', 'masihhh': 'masihhh', 'srver': 'srver', 'apdete': 'apdete', 'trimzzzzzzzz': 'trimzzzzzzzz', 'enam': 'enam', 'miminnn': 'miminnn', 'hilangi': 'hilang', 'hamil': 'hamil', 'nyengsarain': 'nyengsarain', 'sengsara': 'sengsara', 'kacrut': 'kacrut', 'baranya': 'bara', 'meyesal': 'meyesal', 'besoknyasuruh': 'besoknyasuruh', 'pembatalannya': 'batal', 'dibandingin': 'dibandingin', 'response': 'response', 'skroll': 'skroll', 'shoppeepay': 'shoppeepay', 'keringnya': 'kering', 'wei': 'wei', 'mengembalikannya': 'kembali', 'mengakui': 'aku', 'shopeepinjam': 'shopeepinjam', 'bkukanya': 'bkukanya', 'shopeepayy': 'shopeepayy', 'diterimah': 'diterimah', 'dikembalikah': 'kembal', 'srmoga': 'srmoga', 'manca': 'manca', 'pengoperasian': 'operasi', 'sertifikasi': 'sertifikasi', 'aktfikan': 'aktfikan', 'atensi': 'atensi', 'menyalah': 'salah', 'discreenshoot': 'discreenshoot', 'vonis': 'vonis', 'imei': 'imei', 'mengunduh': 'unduh', 'appstore': 'appstore', 'suks': 'suks', 'usahanya': 'usaha', 'pertegas': 'tegas', 'mencewakan': 'mencewakan', 'pashion': 'pashion', 'hobbi': 'hobbi', 'sepengalaman': 'alam', 'halamam': 'halamam', 'pamekasan': 'pamekasan', 'mengenali': 'nali', 'danbtuntut': 'danbtuntut', 'prangkat': 'prangkat', 'payaahhhhhhh': 'payaahhhhhhh', 'memegang': 'pegang', 'syatem': 'syatem', 'menempatkan': 'tempat', 'ahli': 'ahli', 'sultan': 'sultan', 'bayari': 'bayar', 'pssen': 'pssen', 'mentode': 'mentode', 'bayang': 'bayang', 'mentahan': 'mentah', 'digaji': 'gaji', 'alian': 'ali', 'ngelak': 'ngelak', 'kedalam': 'dalam', 'fiturshopee': 'fiturshopee', 'etts': 'etts', 'flaksibel': 'flaksibel', 'conto': 'conto', 'fleksible': 'fleksible', 'ciccilan': 'ciccilan', 'disurvei': 'survei', 'dimsuk': 'dimsuk', 'mencemarkan': 'cemar', 'narzo': 'narzo', 'jkrta': 'jkrta', 'cikampek': 'cikampek', 'letakan': 'leta', 'sikurirnya': 'sikurirnya', 'permasalahkan': 'masalah', 'ituloh': 'ituloh', 'kaku': 'kaku', 'nyantai': 'nyantai', 'soppypay': 'soppypay', 'kujung': 'kujung', 'prilaku': 'prilaku', 'padahall': 'padahall', 'dimaafkan': 'maaf', 'shopek': 'shopek', 'smnjk': 'smnjk', 'errorr': 'errorr', 'mslhnya': 'mslhnya', 'ngeblenk': 'ngeblenk', 'jln': 'jln', 'permasalahin': 'permasalahin', 'riview': 'riview', 'nebeng': 'nebeng', 'rezekiku': 'rezeki', 'heranya': 'hanya', 'overlord': 'overlord', 'lapernya': 'lapernya', 'berujung': 'ujung', 'menentu': 'tentu', 'taggal': 'taggal', 'smalam': 'smalam', 'dgunain': 'dgunain', 'asyiik': 'asyiik', 'pilah': 'pilah', 'diiiih': 'diiiih', 'selevel': 'level', 'brlum': 'brlum', 'munculnua': 'munculnua', 'diakumulasi': 'akumulasi', 'jenius': 'jenius', 'mahallllll': 'mahallllll', 'menonaktifkan': 'nonaktif', 'shopeepun': 'shopeepun', 'tlpnya': 'tlpnya', 'tapu': 'tapu', 'cancellara': 'cancellara', 'jonk': 'jonk', 'slallu': 'slallu', 'hafiz': 'hafiz', 'orde': 'orde', 'stersss': 'stersss', 'sedangkaan': 'dangka', 'cukkkk': 'cukkkk', 'taekkkkk': 'taekkkkk', 'merinci': 'merinci', 'menginfokan': 'info', 'reaponse': 'reaponse', 'ataa': 'ataa', 'teclose': 'teclose', 'mksudnya': 'mksudnya', 'sdri': 'sdri', 'programnya': 'program', 'menggandakan': 'ganda', 'xl': 'xl', 'xxl': 'xxl', 'shopaylatet': 'shopaylatet', 'pasahal': 'pasahal', 'dititik': 'titik', 'memilihkan': 'pilih', 'komunikatif': 'komunikatif', 'bijaksana': 'bijaksana', 'dengarin': 'dengarin', 'solok': 'solok', 'menyarakan': 'sara', 'limpahan': 'limpah', 'hentinya': 'henti', 'memperluas': 'luas', 'perhatianya': 'perhatianya', 'mbankingnya': 'mbankingnya', 'balesan': 'balesan', 'jels': 'jels', 'respont': 'respont', 'permaslahan': 'permaslahan', 'terselsaikan': 'terselsaikan', 'bruk': 'bruk', 'menangi': 'tang', 'terhdap': 'terhdap', 'kediri': 'diri', 'karanganyar': 'karanganyar', 'dilewati': 'lewat', 'wat': 'wat', 'aunty': 'aunty', 'memberitahu': 'memberitahu', 'ngelayang': 'ngelayang', 'pulaaa': 'pulaaa', 'adalahnsalah': 'adalahnsalah', 'bikinn': 'bikinn', 'pembisnis': 'bisnis', 'menigkatkan': 'menigkatkan', 'konsument': 'konsument', 'juwalan': 'juwalan', 'banggai': 'bangga', 'tinggaikat': 'tinggaikat', 'bangetttttttttttt': 'bangetttttttttttt', 'lemootttt': 'lemootttt', 'payaahhh': 'payaahhh', 'didenda': 'denda', 'qq': 'qq', 'penempatan': 'tempat', 'jubel': 'jubel', 'daring': 'daring', 'spaylate': 'spaylate', 'ujungannya': 'ujung', 'jubelku': 'jubel', 'upgrad': 'upgrad', 'pulkam': 'pulkam', 'dibungkus': 'bungkus', 'dikembaliin': 'dikembaliin', 'mantuuulll': 'mantuuulll', 'discoun': 'discoun', 'seruuuu': 'seruuuu', 'ditransaksi': 'transaksi', 'berkas': 'berkas', 'otmatis': 'otmatis', 'bertujuan': 'tuju', 'ngegunain': 'ngegunain', 'bakaldeh': 'bakaldeh', 'uwuuu': 'uwuuu', 'akuuu': 'akuuu', 'tih': 'tih', 'tsk': 'tsk', 'uanv': 'uanv', 'etikad': 'etikad', 'cp': 'cp', 'steam': 'steam', 'ay': 'ay', 'cell': 'cell', 'luci': 'luci', 'kubeli': 'bel', 'seleranya': 'selera', 'kedeteksi': 'deteksi', 'taiklah': 'taiklah', 'rekomkan': 'rekomkan', 'ongkri': 'ongkri', 'karan': 'karan', 'shhopi': 'shhopi', 'jangangn': 'jangangn', 'berpikir': 'pikir', 'jrlek': 'jrlek', 'mensuport': 'mensuport', 'batang': 'batang', 'dikiri': 'kiri', 'kuriirnya': 'kuriirnya', 'berkualit': 'alit', 'shopeek': 'shopeek', 'weeerrr': 'weeerrr', 'acaranya': 'acara', 'meskinya': 'meski', 'bintangx': 'bintangx', 'dllnya': 'dllnya', 'prestasi': 'prestasi', 'trnsaksi': 'trnsaksi', 'sabutase': 'sabutase', 'keluhanku': 'keluh', 'hhhhhh': 'hhhhhh', 'penilain': 'penilain', 'ucapin': 'ucapin', 'lamae': 'lamae', 'percis': 'percis', 'kaset': 'kaset', 'jelaaaaaaasssssssss': 'jelaaaaaaasssssssss', 'aninstal': 'aninstal', 'pembatasi': 'batas', 'merugikam': 'merugikam', 'tampilnya': 'tampil', 'pilihin': 'pilihin', 'boongan': 'boongan', 'penelpon': 'telpon', 'lhoh': 'lhoh', 'diberanda': 'beranda', 'instai': 'instai', 'keteken': 'teken', 'parahhhhhhh': 'parahhhhhhh', 'mantafffffff': 'mantafffffff', 'shopeeeeeeenya': 'shopeeeeeeenya', 'laporannya': 'lapor', 'cibinong': 'cibinong', 'hadeuhh': 'hadeuhh', 'kecekout': 'kecekout', 'semprot': 'semprot', 'dipenjual': 'jual', 'menggila': 'gila', 'kepikir': 'pikir', 'terutamanya': 'utama', 'seenggaknya': 'enggak', 'diterapkan': 'terap', 'nyepelekan': 'nyepelekan', 'jeranya': 'jera', 'punishmentnya': 'punishmentnya', 'spele': 'spele', 'baeritikad': 'baeritikad', 'digabung': 'gabung', 'dipisah': 'pisah', 'puaas': 'puaas', 'oyy': 'oyy', 'bacalah': 'baca', 'blessed': 'blessed', 'insani': 'insani', 'seleer': 'seleer', 'wilayahnya': 'wilayah', 'buktipembayaran': 'buktipembayaran', 'berantah': 'antah', 'bookingnya': 'bookingnya', 'consumennya': 'consumennya', 'disko': 'disko', 'udhh': 'udhh', 'tertuntaskan': 'tuntas', 'mengkaji': 'kaji', 'gandos': 'gandos', 'kebenaran': 'benar', 'arghhhh': 'arghhhh', 'kurrir': 'kurrir', 'helm': 'helm', 'ukuannya': 'ukuannya', 'plnggan': 'plnggan', 'nihhh': 'nihhh', 'besuk': 'besuk', 'nunghu': 'nunghu', 'sselalu': 'sselalu', 'tilep': 'tilep', 'kea': 'kea', 'payy': 'payy', 'berlanggan': 'langgan', 'booking': 'booking', 'mengelola': 'kelola', 'kons': 'kons', 'jelekkkk': 'jelekkkk', 'bkanya': 'bkanya', 'pengirimna': 'pengirimna', 'memuaskanlah': 'muas', 'hargan': 'hargan', 'semualah': 'semua', 'dapetttttt': 'dapetttttt', 'kaleeee': 'kaleeee', 'stak': 'stak', 'setor': 'setor', 'expresnya': 'expresnya', 'penjaga': 'jaga', 'cakupan': 'cakup', 'kampar': 'kampar', 'tatp': 'tatp', 'didata': 'data', 'mengggu': 'mengggu', 'sofa': 'sofa', 'pindahkan': 'pindah', 'hbngi': 'hbngi', 'gantik': 'gantik', 'song': 'song', 'mqu': 'mqu', 'belanjaanya': 'belanjaanya', 'brain': 'brain', 'alihin': 'alihin', 'bbs': 'bbs', 'sayaaaaaaaaaaaaaaaaaaaaaaaaaa': 'sayaaaaaaaaaaaaaaaaaaaaaaaaaa', 'sukaaaaaaaaaaaaaaaaaaaaaaaaaaa': 'sukaaaaaaaaaaaaaaaaaaaaaaaaaaa', 'sekaliiiiiiiiiiiiiii': 'sekaliiiiiiiiiiiiiii', 'suksesssssssaassssss': 'suksesssssssaassssss', 'kebebasan': 'bebas', 'kontrak': 'kontrak', 'pngn': 'pngn', 'kelebiham': 'kelebiham', 'takarannya': 'takar', 'klonya': 'klonya', 'kalonya': 'kalo', 'updetan': 'updetan', 'gabungan': 'gabung', 'seluruhan': 'seluruh', 'permainanpun': 'main', 'huuh': 'huuh', 'law': 'law', 'disitunya': 'situ', 'terinci': 'inci', 'trusssss': 'trusssss', 'paaaalllllllsssssuuuuuu': 'paaaalllllllsssssuuuuuu', 'berlambang': 'lambang', 'prik': 'prik', 'kaliii': 'kaliii', 'keingin': 'ingin', 'diemin': 'diemin', 'omelan': 'omel', 'pacing': 'pacing', 'mateng': 'mateng', 'dipatahkan': 'patah', 'bnt': 'bnt', 'keprluan': 'keprluan', 'nyn': 'nyn', 'dahsyaaatt': 'dahsyaaatt', 'urgen': 'urgen', 'pasn': 'pasn', 'kesitu': 'kesitu', 'tapiiii': 'tapiiii', 'insyaa': 'insyaa', 'marahin': 'marahin', 'iyh': 'iyh', 'cilacap': 'cilacap', 'tegal': 'tegal', 'ktpku': 'ktpku', 'aceboutique': 'aceboutique', 'acefahion': 'acefahion', 'khan': 'khan', 'membedakan': 'beda', 'ujungny': 'ujungny', 'tukul': 'tukul', 'dukanya': 'duka', 'memaklumin': 'memaklumin', 'originalitas': 'originalitas', 'terluntang': 'luntang', 'lantung': 'lantung', 'berlebel': 'berlebel', 'tokoku': 'toko', 'chancenya': 'chancenya', 'konsultasi': 'konsultasi', 'laah': 'laah', 'berjamur': 'jamur', 'meyelesaikan': 'meyelesaikan', 'dijarak': 'jarak', 'sampein': 'sampein', 'disertai': 'serta', 'tampung': 'tampung', 'qa': 'qa', 'judge': 'judge', 'launch': 'launch', 'individu': 'individu', 'khalayak': 'khalayak', 'luaskan': 'luas', 'perkait': 'kait', 'berselancar': 'selancar', 'referral': 'referral', 'spaypater': 'spaypater', 'berulangkali': 'berulangkali', 'ketahui': 'tahu', 'shopeelah': 'shopeelah', 'piara': 'piara', 'ehhhh': 'ehhhh', 'mukul': 'mukul', 'dilike': 'dilike', 'bangettttttttt': 'bangettttttttt', 'semogaaaa': 'semogaaaa', 'kecewaaiiiinnnnn': 'kecewaaiiiinnnnn', 'sediri': 'diri', 'udaaa': 'udaaa', 'sreg': 'sreg', 'keg': 'keg', 'kemdala': 'kemdala', 'intung': 'intung', 'process': 'process', 'dicetak': 'cetak', 'diakunmu': 'akun', 'sklian': 'sklian', 'trx': 'trx', 'logon': 'logon', 'pleaseeee': 'pleaseeee', 'dun': 'dun', 'yuuuu': 'yuuuu', 'chack': 'chack', 'muaskan': 'muas', 'pelayannanya': 'pelayannanya', 'pelayannannya': 'pelayannannya', 'jagaain': 'jagaain', 'cucu': 'cucu', 'warungpun': 'warung', 'langkahmu': 'langkah', 'mbanyakin': 'mbanyakin', 'dhebesss': 'dhebesss', 'forlesssss': 'forlesssss', 'dhebessss': 'dhebessss', 'forlesss': 'forlesss', 'okeyyy': 'okeyyy', 'coooy': 'coooy', 'abah': 'abah', 'satunta': 'satunta', 'membahas': 'bahas', 'kuala': 'kuala', 'tungkal': 'tungkal', 'ilir': 'ilir', 'jabung': 'jabung', 'adikku': 'adik', 'pesankn': 'pesankn', 'jangkauna': 'jangkauna', 'dkit': 'dkit', 'tumbennan': 'tumbennan', 'naruh': 'naruh', 'ktm': 'ktm', 'shuttt': 'shuttt', 'ituuu': 'ituuu', 'siih': 'siih', 'semuannya': 'semu', 'ofline': 'ofline', 'conplen': 'conplen', 'identik': 'identik', 'nombokin': 'nombokin', 'kaos': 'kaos', 'bandingin': 'bandingin', 'ti': 'ti', 'jelassss': 'jelassss', 'masang': 'masang', 'boxxx': 'boxxx', 'menautkan': 'taut', 'sidikjari': 'sidikjari', 'perilaku': 'perilaku', 'syank': 'syank', 'spaya': 'spaya', 'membatasinya': 'batas', 'larisnya': 'laris', 'exsinos': 'exsinos', 'ciuh': 'ciuh', 'diretur': 'retur', 'paketya': 'paketya', 'hangat': 'hangat', 'jus': 'jus', 'smpk': 'smpk', 'menggunankan': 'menggunankan', 'radius': 'radius', 'expetasi': 'expetasi', 'lhooo': 'lhooo', 'booster': 'booster', 'tokcer': 'tokcer', 'buagus': 'buagus', 'akhirakhir': 'akhirakhir', 'akukan': 'aku', 'dishoppee': 'dishoppee', 'mendpatkan': 'mendpatkan', 'diskripsinya': 'skripsi', 'skincare': 'skincare', 'maahaall': 'maahaall', 'geatis': 'geatis', 'orgkir': 'orgkir', 'tertinggal': 'tinggal', 'dpaat': 'dpaat', 'kanto': 'kanto', 'mokkaya': 'mokkaya', 'krj': 'krj', 'urigakan': 'urigakan', 'bulanpun': 'bulan', 'kecawanya': 'kecawanya', 'graris': 'graris', 'nnggak': 'nnggak', 'bugg': 'bugg', 'soltir': 'soltir', 'keanggotaan': 'anggota', 'alight': 'alight', 'motion': 'motion', 'hh': 'hh', 'dibersihkan': 'bersih', 'gift': 'gift', 'sambip': 'sambip', 'gajelasssssssss': 'gajelasssssssss', 'betbelanja': 'betbelanja', 'ressler': 'ressler', 'tampilanny': 'tampilanny', 'terjadang': 'terjadang', 'kedepanny': 'kedepanny', 'ngarepin': 'ngarepin', 'diksih': 'diksih', 'shoppeeee': 'shoppeeee', 'kematangan': 'matang', 'menjualnya': 'jual', 'gaj': 'gaj', 'ampassss': 'ampassss', 'terpampang': 'pampang', 'mmbingungkan': 'mmbingungkan', 'oksigen': 'oksigen', 'berhrga': 'berhrga', 'issue': 'issue', 'erornya': 'eror', 'reminder': 'reminder', 'ninda': 'ninda', 'nyolot': 'nyolot', 'pnh': 'pnh', 'diedukasi': 'edukasi', 'telfonnya': 'telfonnya', 'mempercepat': 'cepat', 'menjumlah': 'jumlah', 'endap': 'endap', 'semingg': 'semingg', 'pemeberitahuan': 'pemeberitahuan', 'kurirr': 'kurirr', 'tahapnya': 'tahap', 'berlapis': 'lap', 'lapis': 'lapis', 'birokrasi': 'birokrasi', 'pasien': 'pasien', 'pasiennya': 'pasien', 'birokrasinya': 'birokrasi'}\n",
            "------------------------\n",
            "0        [bantu, olshop, percaya, kadang, store, bagus]\n",
            "1     [ngirim, buku, jogja, solo, butuh, pake, buku,...\n",
            "2      [gratis, ongkos kirim, shopeefood, potong, ribu]\n",
            "3                                [jelek, guna, voucher]\n",
            "4     [belanja, online, nyaman, diskon, banyak, kiri...\n",
            "5     [tahun, percaya, ongkos kirim, mikir, belanja,...\n",
            "6                     [kembali, akun, saldo, shopeepay]\n",
            "7     [aplikasi, bagus, belanja, jual, banyak, mudah...\n",
            "8     [bagus, aplikasi, harga, jangkau, bagus, makasih]\n",
            "9                           [mudah, ajar, beli, barang]\n",
            "10              [tanggung, barang, terima, rusak, uang]\n",
            "11                       [barang, bagus, puas, belanja]\n",
            "12    [lot, kerja, jaring, stabil, aplikasi, baru, lot]\n",
            "13            [neng, belanja, terkadang, barang, rusak]\n",
            "14    [puas, kadang, gak, bagus, barang, resiko, pil...\n",
            "15                      [lengkap, jenis, barang, bayar]\n",
            "16    [bantu, beli, barang, jual, barang, jujur, lak...\n",
            "17    [developer, mohon, baru, guna, konsumen, puas,...\n",
            "18                [suka, belanja, next, order, makasih]\n",
            "19    [kecewa, akun, spaylater, aktif, tagih, tungga...\n",
            "20    [asli, berat, aplikasi, logout, hapus, cake, l...\n",
            "21    [suka, belanja, beli, barang, gampang, murah, ...\n",
            "22    [alhamdulillah, batu, ekonomi, keluarga, terim...\n",
            "23    [belanja, senang, untung, belanja, online, mud...\n",
            "24    [error, guna, ongkos kirim, lipat, beda, guna,...\n",
            "25    [kritik, aplikasi, ngejatuhin, saing, aplikasi...\n",
            "26           [belanja, bagus, kecewa, belanja, makasih]\n",
            "27    [puas, belanja, byak, kmudahan, sgla, tingkat,...\n",
            "28    [aplikasi, bagus, ramah, sayang, gratis, ongko...\n",
            "29    [buka, aplikasi, jaring, lot, buka, aplikasi, ...\n",
            "30    [aplikasi, kesini, jelek, baru, ttep, masuk, h...\n",
            "31    [shopeepay, block, butuh, belanja, semalem, or...\n",
            "32    [mahal, pdahal, tanggal, cantik, belanja, rupi...\n",
            "33    [kemaren, beli, music, box, jbl, fluent, baran...\n",
            "34          [spaylater, aktif, sebel, langgan, belanja]\n",
            "35    [pindah, aplikasi, hijau, belah, susah, log, i...\n",
            "36    [semenjak, expres, kirim, karuan, sampai, bisa...\n",
            "37    [belanja, jamin, ori, mantab, respon, cepat, k...\n",
            "38    [guna, spaylater, lite, limite, pakai, belanja...\n",
            "39    [susah, akses, lot, pake, wifi, akses, platfor...\n",
            "40    [kirim, tanggal, tentu, kirim, batal, daerah, ...\n",
            "41    [baik, label, kirim, dukung, hubung, langsung,...\n",
            "42    [koin, kadaluarsanya, capek, ngumpulin, hilang...\n",
            "43                       [aplikasi, bantu, bagus, poko]\n",
            "44    [akun, banned, mes, barang, akun, banned, apli...\n",
            "45    [beli, pulsa, batal, order, nunggu, jam, salah...\n",
            "46    [spaylatter, spaylater, limit, bikin, minus, c...\n",
            "47            [parah, lot, barang, jual, sesuai, order]\n",
            "48    [saran, tombol, terima, dekat, status, kirim, ...\n",
            "49    [kecewa, layan, langgan, beli, mudah, mudah, r...\n",
            "Name: content, dtype: object\n"
          ]
        }
      ],
      "source": [
        "# import Sastrawi package\n",
        "from Sastrawi.Stemmer.StemmerFactory import StemmerFactory\n",
        "# create stemmer\n",
        "factory = StemmerFactory()\n",
        "stemmer = factory.create_stemmer()\n",
        "# stemmed\n",
        "def stemmed_wrapper(term):\n",
        "  return stemmer.stem(term)\n",
        "\n",
        "term_dict = {}\n",
        "for document in review1['content'] :\n",
        "  for term in document:\n",
        "    if term not in term_dict:\n",
        "      term_dict[term] = ' '\n",
        "print(len(term_dict))\n",
        "print(\"------------------------\")\n",
        "for term in term_dict:\n",
        "  term_dict[term] = stemmed_wrapper(term)\n",
        "print(term,\":\" ,term_dict[term])\n",
        "print(term_dict)\n",
        "print(\"------------------------\")\n",
        "\n",
        "# apply stemmed term to dataframe\n",
        "def get_stemmed_term(document):\n",
        "  return [term_dict[term] for term in document]\n",
        "review1['content']  = review1['content'] .apply(get_stemmed_term)\n",
        "print(review1['content'] .head(50))"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "review1.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "id": "kLYqhVKTRiE1",
        "outputId": "bfddfa1e-b7c9-4219-f9d7-96b575c1f334"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "             userName  score  Klasifikasi               at  \\\n",
              "0       Annur Mayanti      5            1  2/28/2022 23:53   \n",
              "1            Edwin HK      1            0  2/28/2022 23:53   \n",
              "2  Muhammad Kurniawan      1            0  2/28/2022 23:47   \n",
              "3          Wlnda Sari      1            0  2/28/2022 23:47   \n",
              "4     ahmad saefuddin      5            1  2/28/2022 23:44   \n",
              "\n",
              "                                             content  \n",
              "0     [bantu, olshop, percaya, kadang, store, bagus]  \n",
              "1  [ngirim, buku, jogja, solo, butuh, pake, buku,...  \n",
              "2   [gratis, ongkos kirim, shopeefood, potong, ribu]  \n",
              "3                             [jelek, guna, voucher]  \n",
              "4  [belanja, online, nyaman, diskon, banyak, kiri...  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-5af72a0e-e86d-47fb-983a-d200cbcee62f\">\n",
              "    <div 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",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>userName</th>\n",
              "      <th>score</th>\n",
              "      <th>Klasifikasi</th>\n",
              "      <th>at</th>\n",
              "      <th>content</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Annur Mayanti</td>\n",
              "      <td>5</td>\n",
              "      <td>1</td>\n",
              "      <td>2/28/2022 23:53</td>\n",
              "      <td>[bantu, olshop, percaya, kadang, store, bagus]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Edwin HK</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>2/28/2022 23:53</td>\n",
              "      <td>[ngirim, buku, jogja, solo, butuh, pake, buku,...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Muhammad Kurniawan</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>2/28/2022 23:47</td>\n",
              "      <td>[gratis, ongkos kirim, shopeefood, potong, ribu]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Wlnda Sari</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>2/28/2022 23:47</td>\n",
              "      <td>[jelek, guna, voucher]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>ahmad saefuddin</td>\n",
              "      <td>5</td>\n",
              "      <td>1</td>\n",
              "      <td>2/28/2022 23:44</td>\n",
              "      <td>[belanja, online, nyaman, diskon, banyak, kiri...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-5af72a0e-e86d-47fb-983a-d200cbcee62f')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\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",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\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",
              "    [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-5af72a0e-e86d-47fb-983a-d200cbcee62f 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-5af72a0e-e86d-47fb-983a-d200cbcee62f');\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",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "FJZ_zGFgCJmF"
      },
      "outputs": [],
      "source": [
        "review1.to_csv(\"shope_pre_processdone.csv\", index = False)  #Save the file as CSV , if you use colab, to download: click the folder icon on the left. the csv file should be there."
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "**Tahap Pre-processing selesai**\n",
        "\n",
        "maka tahap selanjutnya yaitu melakukan eksploras data."
      ],
      "metadata": {
        "id": "B2XQIqWe-Qig"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## EDA (Exploratory Data Analysis)"
      ],
      "metadata": {
        "id": "kxHoCqw3_Bzr"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "5ZdW29EQ8ued",
        "outputId": "ad550940-34c8-46f2-8e11-0e4c6c4791d3",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "11255"
            ]
          },
          "metadata": {},
          "execution_count": 9
        }
      ],
      "source": [
        "# karena data yang dihasilkan dari pre-processing masih dalam bentuk ter-tokenize, maka dilakukan import data setelah melalui tahap pre-processing tanpa tokenize\n",
        "import pandas as pd \n",
        "data = pd.read_csv('shope_EDA.csv', usecols =['content','Klasifikasi'])\n",
        "data.dropna()\n",
        "len(data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "WhI7yZr88uee",
        "outputId": "4d308f79-b45b-4a4d-8965-525376fb78b0",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 336
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0.5, 1.0, 'PROPORSI sentiment text(%)')"
            ]
          },
          "metadata": {},
          "execution_count": 10
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 360x360 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "#proporsi jumlah label kelas pada ulasan\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "labels = 'positif sentiment','negatif sentiment'\n",
        "data['Klasifikasi'].value_counts().plot.pie(explode=[0.1,0.1],labels=labels, autopct='%1.1f%%',shadow=True,figsize=(5,5));\n",
        "plt.title(\"PROPORSI sentiment text(%)\") #data imbalance perlu tindakan\n",
        "#plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "apabila berdasarkan visualisasi tersebut menunjukkan bahwa proporsi antara kelas positif dan negatif tidak memiliki perbandingan yang seimbang, maka diperlukan suatu metode untuk mengatasi hal tersebut."
      ],
      "metadata": {
        "id": "EZMGil5u_5rY"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "uYzyGCY88ueg",
        "outputId": "df47b1ef-7094-4cca-8ea7-76d1c4a8c929",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "42\n",
            "0\n"
          ]
        }
      ],
      "source": [
        "print(data.duplicated().sum())#cek duplicated data terupdate\n",
        "data.drop_duplicates(inplace=True)\n",
        "print(data.duplicated().sum())"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "PpCbQXVR8ueg"
      },
      "outputs": [],
      "source": [
        "from itertools import chain\n",
        "from collections import Counter"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# 10 kata yang paling sering muncul \n",
        "top = Counter([item for sublist in review1['content'] for item in sublist])\n",
        "temp = pd.DataFrame(top.most_common(11))\n",
        "temp = temp.iloc[1:,:]\n",
        "temp.columns = ['Common_words','count']\n",
        "temp.style.background_gradient(cmap='Purples')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 363
        },
        "id": "Z3E7Air1S2lX",
        "outputId": "723fb2d3-0540-4b38-ad28-2151253e3b3a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<pandas.io.formats.style.Styler at 0x7fa3351cd710>"
            ],
            "text/html": [
              "<style type=\"text/css\">\n",
              "#T_a7bc2_row0_col1 {\n",
              "  background-color: #3f007d;\n",
              "  color: #f1f1f1;\n",
              "}\n",
              "#T_a7bc2_row1_col1 {\n",
              "  background-color: #694fa2;\n",
              "  color: #f1f1f1;\n",
              "}\n",
              "#T_a7bc2_row2_col1 {\n",
              "  background-color: #6950a3;\n",
              "  color: #f1f1f1;\n",
              "}\n",
              "#T_a7bc2_row3_col1 {\n",
              "  background-color: #bcbddc;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_a7bc2_row4_col1 {\n",
              "  background-color: #dfdfed;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_a7bc2_row5_col1 {\n",
              "  background-color: #e1e0ee;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_a7bc2_row6_col1 {\n",
              "  background-color: #efedf5;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_a7bc2_row7_col1 {\n",
              "  background-color: #f3f2f8;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_a7bc2_row8_col1 {\n",
              "  background-color: #f8f7fa;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_a7bc2_row9_col1 {\n",
              "  background-color: #fcfbfd;\n",
              "  color: #000000;\n",
              "}\n",
              "</style>\n",
              "<table id=\"T_a7bc2_\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr>\n",
              "      <th class=\"blank level0\" >&nbsp;</th>\n",
              "      <th class=\"col_heading level0 col0\" >Common_words</th>\n",
              "      <th class=\"col_heading level0 col1\" >count</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th id=\"T_a7bc2_level0_row0\" class=\"row_heading level0 row0\" >1</th>\n",
              "      <td id=\"T_a7bc2_row0_col0\" class=\"data row0 col0\" >belanja</td>\n",
              "      <td id=\"T_a7bc2_row0_col1\" class=\"data row0 col1\" >3528</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a7bc2_level0_row1\" class=\"row_heading level0 row1\" >2</th>\n",
              "      <td id=\"T_a7bc2_row1_col0\" class=\"data row1 col0\" >ongkos kirim</td>\n",
              "      <td id=\"T_a7bc2_row1_col1\" class=\"data row1 col1\" >3031</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a7bc2_level0_row2\" class=\"row_heading level0 row2\" >3</th>\n",
              "      <td id=\"T_a7bc2_row2_col0\" class=\"data row2 col0\" >barang</td>\n",
              "      <td id=\"T_a7bc2_row2_col1\" class=\"data row2 col1\" >3017</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a7bc2_level0_row3\" class=\"row_heading level0 row3\" >4</th>\n",
              "      <td id=\"T_a7bc2_row3_col0\" class=\"data row3 col0\" >bagus</td>\n",
              "      <td id=\"T_a7bc2_row3_col1\" class=\"data row3 col1\" >2253</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a7bc2_level0_row4\" class=\"row_heading level0 row4\" >5</th>\n",
              "      <td id=\"T_a7bc2_row4_col0\" class=\"data row4 col0\" >gratis</td>\n",
              "      <td id=\"T_a7bc2_row4_col1\" class=\"data row4 col1\" >1928</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a7bc2_level0_row5\" class=\"row_heading level0 row5\" >6</th>\n",
              "      <td id=\"T_a7bc2_row5_col0\" class=\"data row5 col0\" >kirim</td>\n",
              "      <td id=\"T_a7bc2_row5_col1\" class=\"data row5 col1\" >1910</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a7bc2_level0_row6\" class=\"row_heading level0 row6\" >7</th>\n",
              "      <td id=\"T_a7bc2_row6_col0\" class=\"data row6 col0\" >beli</td>\n",
              "      <td id=\"T_a7bc2_row6_col1\" class=\"data row6 col1\" >1732</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a7bc2_level0_row7\" class=\"row_heading level0 row7\" >8</th>\n",
              "      <td id=\"T_a7bc2_row7_col0\" class=\"data row7 col0\" >bayar</td>\n",
              "      <td id=\"T_a7bc2_row7_col1\" class=\"data row7 col1\" >1653</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a7bc2_level0_row8\" class=\"row_heading level0 row8\" >9</th>\n",
              "      <td id=\"T_a7bc2_row8_col0\" class=\"data row8 col0\" >gak</td>\n",
              "      <td id=\"T_a7bc2_row8_col1\" class=\"data row8 col1\" >1560</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a7bc2_level0_row9\" class=\"row_heading level0 row9\" >10</th>\n",
              "      <td id=\"T_a7bc2_row9_col0\" class=\"data row9 col0\" >voucher</td>\n",
              "      <td id=\"T_a7bc2_row9_col1\" class=\"data row9 col1\" >1479</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {},
          "execution_count": 13
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#visualisai 10 kata yang paling sering muncul menggunakan treemap\n",
        "import plotly.express as px\n",
        "fig = px.treemap(temp, path=['Common_words'], values='count',title='Tree of Most Common Words')\n",
        "fig.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 542
        },
        "id": "i5CqlwkBRTCK",
        "outputId": "2d2dd0d7-d910-4679-a214-2fa55adfe8a8"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<html>\n",
              "<head><meta charset=\"utf-8\" /></head>\n",
              "<body>\n",
              "    <div>            <script src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG\"></script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script>                <script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>\n",
              "        <script src=\"https://cdn.plot.ly/plotly-2.8.3.min.js\"></script>                <div id=\"9180c2be-17bd-44d7-bb21-81b0f2dd4d4f\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"9180c2be-17bd-44d7-bb21-81b0f2dd4d4f\")) {                    Plotly.newPlot(                        \"9180c2be-17bd-44d7-bb21-81b0f2dd4d4f\",                        [{\"branchvalues\":\"total\",\"domain\":{\"x\":[0.0,1.0],\"y\":[0.0,1.0]},\"hovertemplate\":\"labels=%{label}<br>count=%{value}<br>parent=%{parent}<br>id=%{id}<extra></extra>\",\"ids\":[\"bagus\",\"barang\",\"bayar\",\"belanja\",\"beli\",\"gak\",\"gratis\",\"kirim\",\"ongkos kirim\",\"voucher\"],\"labels\":[\"bagus\",\"barang\",\"bayar\",\"belanja\",\"beli\",\"gak\",\"gratis\",\"kirim\",\"ongkos kirim\",\"voucher\"],\"name\":\"\",\"parents\":[\"\",\"\",\"\",\"\",\"\",\"\",\"\",\"\",\"\",\"\"],\"values\":[2253,3017,1653,3528,1732,1560,1928,1910,3031,1479],\"type\":\"treemap\"}],                        {\"template\":{\"data\":{\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"choropleth\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"contour\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"contourcarpet\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmap\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmapgl\"}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2d\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2dcontour\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattermapbox\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolar\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolargl\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"ternary\":{\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2}}},\"legend\":{\"tracegroupgap\":0},\"title\":{\"text\":\"Tree of Most Common Words\"}},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('9180c2be-17bd-44d7-bb21-81b0f2dd4d4f');\n",
              "var x = new MutationObserver(function (mutations, observer) {{\n",
              "        var display = window.getComputedStyle(gd).display;\n",
              "        if (!display || display === 'none') {{\n",
              "            console.log([gd, 'removed!']);\n",
              "            Plotly.purge(gd);\n",
              "            observer.disconnect();\n",
              "        }}\n",
              "}});\n",
              "\n",
              "// Listen for the removal of the full notebook cells\n",
              "var notebookContainer = gd.closest('#notebook-container');\n",
              "if (notebookContainer) {{\n",
              "    x.observe(notebookContainer, {childList: true});\n",
              "}}\n",
              "\n",
              "// Listen for the clearing of the current output cell\n",
              "var outputEl = gd.closest('.output');\n",
              "if (outputEl) {{\n",
              "    x.observe(outputEl, {childList: true});\n",
              "}}\n",
              "\n",
              "                        })                };                            </script>        </div>\n",
              "</body>\n",
              "</html>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# visualisasi 10 kata yang paling sering muncul menggunakan bar-chart\n",
        "fig = px.bar(temp, x=\"count\", y=\"Common_words\", title='Kata-kata Paling Sering Muncul', orientation='h', \n",
        "             width=700, height=700,color='Common_words')\n",
        "fig.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 717
        },
        "id": "cHgI2otbVs3h",
        "outputId": "a6603485-cd32-4e13-e554-772f18ba6662"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<html>\n",
              "<head><meta charset=\"utf-8\" /></head>\n",
              "<body>\n",
              "    <div>            <script src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG\"></script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script>                <script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>\n",
              "        <script src=\"https://cdn.plot.ly/plotly-2.8.3.min.js\"></script>                <div id=\"74da22bf-b2a4-4a9f-9d00-d123c76a1d7a\" class=\"plotly-graph-div\" style=\"height:700px; width:700px;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"74da22bf-b2a4-4a9f-9d00-d123c76a1d7a\")) {                    Plotly.newPlot(                        \"74da22bf-b2a4-4a9f-9d00-d123c76a1d7a\",                        [{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"belanja\",\"marker\":{\"color\":\"#636efa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"belanja\",\"offsetgroup\":\"belanja\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[3528],\"xaxis\":\"x\",\"y\":[\"belanja\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"ongkos kirim\",\"marker\":{\"color\":\"#EF553B\",\"pattern\":{\"shape\":\"\"}},\"name\":\"ongkos kirim\",\"offsetgroup\":\"ongkos kirim\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[3031],\"xaxis\":\"x\",\"y\":[\"ongkos kirim\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"barang\",\"marker\":{\"color\":\"#00cc96\",\"pattern\":{\"shape\":\"\"}},\"name\":\"barang\",\"offsetgroup\":\"barang\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[3017],\"xaxis\":\"x\",\"y\":[\"barang\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"bagus\",\"marker\":{\"color\":\"#ab63fa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"bagus\",\"offsetgroup\":\"bagus\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[2253],\"xaxis\":\"x\",\"y\":[\"bagus\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"gratis\",\"marker\":{\"color\":\"#FFA15A\",\"pattern\":{\"shape\":\"\"}},\"name\":\"gratis\",\"offsetgroup\":\"gratis\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1928],\"xaxis\":\"x\",\"y\":[\"gratis\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"kirim\",\"marker\":{\"color\":\"#19d3f3\",\"pattern\":{\"shape\":\"\"}},\"name\":\"kirim\",\"offsetgroup\":\"kirim\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1910],\"xaxis\":\"x\",\"y\":[\"kirim\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"beli\",\"marker\":{\"color\":\"#FF6692\",\"pattern\":{\"shape\":\"\"}},\"name\":\"beli\",\"offsetgroup\":\"beli\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1732],\"xaxis\":\"x\",\"y\":[\"beli\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"bayar\",\"marker\":{\"color\":\"#B6E880\",\"pattern\":{\"shape\":\"\"}},\"name\":\"bayar\",\"offsetgroup\":\"bayar\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1653],\"xaxis\":\"x\",\"y\":[\"bayar\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"gak\",\"marker\":{\"color\":\"#FF97FF\",\"pattern\":{\"shape\":\"\"}},\"name\":\"gak\",\"offsetgroup\":\"gak\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1560],\"xaxis\":\"x\",\"y\":[\"gak\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"voucher\",\"marker\":{\"color\":\"#FECB52\",\"pattern\":{\"shape\":\"\"}},\"name\":\"voucher\",\"offsetgroup\":\"voucher\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1479],\"xaxis\":\"x\",\"y\":[\"voucher\"],\"yaxis\":\"y\",\"type\":\"bar\"}],                        {\"template\":{\"data\":{\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"choropleth\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"contour\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"contourcarpet\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmap\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmapgl\"}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2d\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2dcontour\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattermapbox\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolar\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolargl\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"ternary\":{\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"count\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Common_words\"},\"categoryorder\":\"array\",\"categoryarray\":[\"voucher\",\"gak\",\"bayar\",\"beli\",\"kirim\",\"gratis\",\"bagus\",\"barang\",\"ongkos kirim\",\"belanja\"]},\"legend\":{\"title\":{\"text\":\"Common_words\"},\"tracegroupgap\":0},\"title\":{\"text\":\"Kata-kata Paling Sering Muncul\"},\"barmode\":\"relative\",\"height\":700,\"width\":700},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('74da22bf-b2a4-4a9f-9d00-d123c76a1d7a');\n",
              "var x = new MutationObserver(function (mutations, observer) {{\n",
              "        var display = window.getComputedStyle(gd).display;\n",
              "        if (!display || display === 'none') {{\n",
              "            console.log([gd, 'removed!']);\n",
              "            Plotly.purge(gd);\n",
              "            observer.disconnect();\n",
              "        }}\n",
              "}});\n",
              "\n",
              "// Listen for the removal of the full notebook cells\n",
              "var notebookContainer = gd.closest('#notebook-container');\n",
              "if (notebookContainer) {{\n",
              "    x.observe(notebookContainer, {childList: true});\n",
              "}}\n",
              "\n",
              "// Listen for the clearing of the current output cell\n",
              "var outputEl = gd.closest('.output');\n",
              "if (outputEl) {{\n",
              "    x.observe(outputEl, {childList: true});\n",
              "}}\n",
              "\n",
              "                        })                };                            </script>        </div>\n",
              "</body>\n",
              "</html>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "L0gpPhRX8uei",
        "outputId": "33618212-1c90-4643-962d-91e9ec9e2dcb",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 265
        }
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "source": [
        "# checking the distribution of tweets in the data\n",
        "\n",
        "length_train = data['content'].str.len().plot.hist(color = 'pink', figsize = (6, 4))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "AQVeLQNi8uej",
        "outputId": "4aa58675-8210-4cfa-fdc4-e909a624fa99",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 363
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                             content Klasifikasi    len\n",
              "0            bantu olshop percaya kadang store bagus     positif   39.0\n",
              "1  ngirim buku jogja solo butuh pake buku kuliah ...     negatif   56.0\n",
              "2         gratis ongkos kirim shopeefood potong ribu     negatif   42.0\n",
              "3                                 jelek guna voucher     negatif   18.0\n",
              "4     belanja online nyaman diskon banyak kirim lalu     positif   46.0\n",
              "5  tahun percaya ongkos kirim mikir belanja cek m...     negatif  105.0\n",
              "6                       kembali akun saldo shopeepay     positif   28.0\n",
              "7  aplikasi bagus belanja jual banyak mudah fitur...     positif   63.0\n",
              "8         bagus aplikasi harga jangkau bagus makasih     positif   42.0\n",
              "9                             mudah ajar beli barang     positif   22.0"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-d5c8a6ce-037d-4893-ad26-c0a997b6d3a3\">\n",
              "    <div 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",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>content</th>\n",
              "      <th>Klasifikasi</th>\n",
              "      <th>len</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>bantu olshop percaya kadang store bagus</td>\n",
              "      <td>positif</td>\n",
              "      <td>39.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>ngirim buku jogja solo butuh pake buku kuliah ...</td>\n",
              "      <td>negatif</td>\n",
              "      <td>56.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>gratis ongkos kirim shopeefood potong ribu</td>\n",
              "      <td>negatif</td>\n",
              "      <td>42.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>jelek guna voucher</td>\n",
              "      <td>negatif</td>\n",
              "      <td>18.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>belanja online nyaman diskon banyak kirim lalu</td>\n",
              "      <td>positif</td>\n",
              "      <td>46.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>tahun percaya ongkos kirim mikir belanja cek m...</td>\n",
              "      <td>negatif</td>\n",
              "      <td>105.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>kembali akun saldo shopeepay</td>\n",
              "      <td>positif</td>\n",
              "      <td>28.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>aplikasi bagus belanja jual banyak mudah fitur...</td>\n",
              "      <td>positif</td>\n",
              "      <td>63.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>bagus aplikasi harga jangkau bagus makasih</td>\n",
              "      <td>positif</td>\n",
              "      <td>42.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>mudah ajar beli barang</td>\n",
              "      <td>positif</td>\n",
              "      <td>22.0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-d5c8a6ce-037d-4893-ad26-c0a997b6d3a3')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\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",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\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",
              "    [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-d5c8a6ce-037d-4893-ad26-c0a997b6d3a3 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-d5c8a6ce-037d-4893-ad26-c0a997b6d3a3');\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",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 17
        }
      ],
      "source": [
        "# menghitung panjang karakter pada setiap ulasan\n",
        "data['len'] = data['content'].str.len()\n",
        "data.head(10)"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# mendefinisikan kelas positif dan negatif kedalam sebuah variabel\n",
        "Positive_sent = review1[review1['Klasifikasi']==1]\n",
        "Negative_sent = review1[review1['Klasifikasi']==0]"
      ],
      "metadata": {
        "id": "ai_O8x7kTk6i"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#MosT common positive words\n",
        "top = Counter([item for sublist in Positive_sent['content'] for item in sublist])\n",
        "temp_positive = pd.DataFrame(top.most_common(10))\n",
        "temp_positive.columns = ['Common_words','count']\n",
        "temp_positive.style.background_gradient(cmap='Greens')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 363
        },
        "id": "5KvYnK5TT5c6",
        "outputId": "859b7fe9-8143-4025-ac08-74d7d41830e4"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<pandas.io.formats.style.Styler at 0x7fa335ccf410>"
            ],
            "text/html": [
              "<style type=\"text/css\">\n",
              "#T_584c0_row0_col1 {\n",
              "  background-color: #00441b;\n",
              "  color: #f1f1f1;\n",
              "}\n",
              "#T_584c0_row1_col1 {\n",
              "  background-color: #4aaf61;\n",
              "  color: #f1f1f1;\n",
              "}\n",
              "#T_584c0_row2_col1 {\n",
              "  background-color: #63bc6e;\n",
              "  color: #f1f1f1;\n",
              "}\n",
              "#T_584c0_row3_col1 {\n",
              "  background-color: #6bc072;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_584c0_row4_col1 {\n",
              "  background-color: #bee5b8;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_584c0_row5_col1 {\n",
              "  background-color: #eef8ea;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_584c0_row6_col1 {\n",
              "  background-color: #f0f9ed;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_584c0_row7_col1, #T_584c0_row8_col1 {\n",
              "  background-color: #f4fbf2;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_584c0_row9_col1 {\n",
              "  background-color: #f7fcf5;\n",
              "  color: #000000;\n",
              "}\n",
              "</style>\n",
              "<table id=\"T_584c0_\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr>\n",
              "      <th class=\"blank level0\" >&nbsp;</th>\n",
              "      <th class=\"col_heading level0 col0\" >Common_words</th>\n",
              "      <th class=\"col_heading level0 col1\" >count</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th id=\"T_584c0_level0_row0\" class=\"row_heading level0 row0\" >0</th>\n",
              "      <td id=\"T_584c0_row0_col0\" class=\"data row0 col0\" >belanja</td>\n",
              "      <td id=\"T_584c0_row0_col1\" class=\"data row0 col1\" >2577</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_584c0_level0_row1\" class=\"row_heading level0 row1\" >1</th>\n",
              "      <td id=\"T_584c0_row1_col0\" class=\"data row1 col0\" >bagus</td>\n",
              "      <td id=\"T_584c0_row1_col1\" class=\"data row1 col1\" >1867</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_584c0_level0_row2\" class=\"row_heading level0 row2\" >2</th>\n",
              "      <td id=\"T_584c0_row2_col0\" class=\"data row2 col0\" >aplikasi</td>\n",
              "      <td id=\"T_584c0_row2_col1\" class=\"data row2 col1\" >1751</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_584c0_level0_row3\" class=\"row_heading level0 row3\" >3</th>\n",
              "      <td id=\"T_584c0_row3_col0\" class=\"data row3 col0\" >barang</td>\n",
              "      <td id=\"T_584c0_row3_col1\" class=\"data row3 col1\" >1719</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_584c0_level0_row4\" class=\"row_heading level0 row4\" >4</th>\n",
              "      <td id=\"T_584c0_row4_col0\" class=\"data row4 col0\" >ongkos kirim</td>\n",
              "      <td id=\"T_584c0_row4_col1\" class=\"data row4 col1\" >1288</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_584c0_level0_row5\" class=\"row_heading level0 row5\" >5</th>\n",
              "      <td id=\"T_584c0_row5_col0\" class=\"data row5 col0\" >gratis</td>\n",
              "      <td id=\"T_584c0_row5_col1\" class=\"data row5 col1\" >899</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_584c0_level0_row6\" class=\"row_heading level0 row6\" >6</th>\n",
              "      <td id=\"T_584c0_row6_col0\" class=\"data row6 col0\" >kirim</td>\n",
              "      <td id=\"T_584c0_row6_col1\" class=\"data row6 col1\" >869</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_584c0_level0_row7\" class=\"row_heading level0 row7\" >7</th>\n",
              "      <td id=\"T_584c0_row7_col0\" class=\"data row7 col0\" >beli</td>\n",
              "      <td id=\"T_584c0_row7_col1\" class=\"data row7 col1\" >826</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_584c0_level0_row8\" class=\"row_heading level0 row8\" >8</th>\n",
              "      <td id=\"T_584c0_row8_col0\" class=\"data row8 col0\" >mudah</td>\n",
              "      <td id=\"T_584c0_row8_col1\" class=\"data row8 col1\" >825</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_584c0_level0_row9\" class=\"row_heading level0 row9\" >9</th>\n",
              "      <td id=\"T_584c0_row9_col0\" class=\"data row9 col0\" >bantu</td>\n",
              "      <td id=\"T_584c0_row9_col1\" class=\"data row9 col1\" >785</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {},
          "execution_count": 19
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "fig = px.bar(temp_positive, x=\"count\", y=\"Common_words\", title='Kata-kata Paling Umum PadaKategori Ulasan Sentimen Positif', orientation='h', \n",
        "             width=700, height=700,color='Common_words')\n",
        "fig.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 717
        },
        "id": "dmUza1m1Uew3",
        "outputId": "5621ddbf-647f-4dfa-e771-f88f1d9a7bb1"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<html>\n",
              "<head><meta charset=\"utf-8\" /></head>\n",
              "<body>\n",
              "    <div>            <script src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG\"></script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script>                <script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>\n",
              "        <script src=\"https://cdn.plot.ly/plotly-2.8.3.min.js\"></script>                <div id=\"a6476b46-e23a-4abd-b804-92a43ef6a6d9\" class=\"plotly-graph-div\" style=\"height:700px; width:700px;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"a6476b46-e23a-4abd-b804-92a43ef6a6d9\")) {                    Plotly.newPlot(                        \"a6476b46-e23a-4abd-b804-92a43ef6a6d9\",                        [{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"belanja\",\"marker\":{\"color\":\"#636efa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"belanja\",\"offsetgroup\":\"belanja\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[2577],\"xaxis\":\"x\",\"y\":[\"belanja\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"bagus\",\"marker\":{\"color\":\"#EF553B\",\"pattern\":{\"shape\":\"\"}},\"name\":\"bagus\",\"offsetgroup\":\"bagus\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1867],\"xaxis\":\"x\",\"y\":[\"bagus\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"aplikasi\",\"marker\":{\"color\":\"#00cc96\",\"pattern\":{\"shape\":\"\"}},\"name\":\"aplikasi\",\"offsetgroup\":\"aplikasi\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1751],\"xaxis\":\"x\",\"y\":[\"aplikasi\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"barang\",\"marker\":{\"color\":\"#ab63fa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"barang\",\"offsetgroup\":\"barang\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1719],\"xaxis\":\"x\",\"y\":[\"barang\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"ongkos kirim\",\"marker\":{\"color\":\"#FFA15A\",\"pattern\":{\"shape\":\"\"}},\"name\":\"ongkos kirim\",\"offsetgroup\":\"ongkos kirim\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1288],\"xaxis\":\"x\",\"y\":[\"ongkos kirim\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"gratis\",\"marker\":{\"color\":\"#19d3f3\",\"pattern\":{\"shape\":\"\"}},\"name\":\"gratis\",\"offsetgroup\":\"gratis\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[899],\"xaxis\":\"x\",\"y\":[\"gratis\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"kirim\",\"marker\":{\"color\":\"#FF6692\",\"pattern\":{\"shape\":\"\"}},\"name\":\"kirim\",\"offsetgroup\":\"kirim\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[869],\"xaxis\":\"x\",\"y\":[\"kirim\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"beli\",\"marker\":{\"color\":\"#B6E880\",\"pattern\":{\"shape\":\"\"}},\"name\":\"beli\",\"offsetgroup\":\"beli\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[826],\"xaxis\":\"x\",\"y\":[\"beli\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"mudah\",\"marker\":{\"color\":\"#FF97FF\",\"pattern\":{\"shape\":\"\"}},\"name\":\"mudah\",\"offsetgroup\":\"mudah\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[825],\"xaxis\":\"x\",\"y\":[\"mudah\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"bantu\",\"marker\":{\"color\":\"#FECB52\",\"pattern\":{\"shape\":\"\"}},\"name\":\"bantu\",\"offsetgroup\":\"bantu\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[785],\"xaxis\":\"x\",\"y\":[\"bantu\"],\"yaxis\":\"y\",\"type\":\"bar\"}],                        {\"template\":{\"data\":{\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"choropleth\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"contour\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"contourcarpet\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmap\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmapgl\"}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2d\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2dcontour\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattermapbox\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolar\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolargl\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"ternary\":{\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"count\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Common_words\"},\"categoryorder\":\"array\",\"categoryarray\":[\"bantu\",\"mudah\",\"beli\",\"kirim\",\"gratis\",\"ongkos kirim\",\"barang\",\"aplikasi\",\"bagus\",\"belanja\"]},\"legend\":{\"title\":{\"text\":\"Common_words\"},\"tracegroupgap\":0},\"title\":{\"text\":\"Kata-kata Paling Umum PadaKategori Ulasan Sentimen Positif\"},\"barmode\":\"relative\",\"height\":700,\"width\":700},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('a6476b46-e23a-4abd-b804-92a43ef6a6d9');\n",
              "var x = new MutationObserver(function (mutations, observer) {{\n",
              "        var display = window.getComputedStyle(gd).display;\n",
              "        if (!display || display === 'none') {{\n",
              "            console.log([gd, 'removed!']);\n",
              "            Plotly.purge(gd);\n",
              "            observer.disconnect();\n",
              "        }}\n",
              "}});\n",
              "\n",
              "// Listen for the removal of the full notebook cells\n",
              "var notebookContainer = gd.closest('#notebook-container');\n",
              "if (notebookContainer) {{\n",
              "    x.observe(notebookContainer, {childList: true});\n",
              "}}\n",
              "\n",
              "// Listen for the clearing of the current output cell\n",
              "var outputEl = gd.closest('.output');\n",
              "if (outputEl) {{\n",
              "    x.observe(outputEl, {childList: true});\n",
              "}}\n",
              "\n",
              "                        })                };                            </script>        </div>\n",
              "</body>\n",
              "</html>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#MosT common negative words\n",
        "top = Counter([item for sublist in Negative_sent['content'] for item in sublist])\n",
        "temp_negative = pd.DataFrame(top.most_common(10))\n",
        "temp_negative.columns = ['Common_words','count']\n",
        "temp_negative.style.background_gradient(cmap='Greens')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 363
        },
        "id": "2g0oDqpKVJSq",
        "outputId": "99555ad3-f70e-4bd9-ecc4-f59a8a4e6ca0"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<pandas.io.formats.style.Styler at 0x7fa335c5e750>"
            ],
            "text/html": [
              "<style type=\"text/css\">\n",
              "#T_23a61_row0_col1 {\n",
              "  background-color: #00441b;\n",
              "  color: #f1f1f1;\n",
              "}\n",
              "#T_23a61_row1_col1 {\n",
              "  background-color: #026f2e;\n",
              "  color: #f1f1f1;\n",
              "}\n",
              "#T_23a61_row2_col1 {\n",
              "  background-color: #9fd899;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_23a61_row3_col1 {\n",
              "  background-color: #d7efd1;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_23a61_row4_col1 {\n",
              "  background-color: #e2f4dd;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_23a61_row5_col1 {\n",
              "  background-color: #e8f6e4;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_23a61_row6_col1 {\n",
              "  background-color: #e9f7e5;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_23a61_row7_col1 {\n",
              "  background-color: #ebf7e7;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_23a61_row8_col1 {\n",
              "  background-color: #eff9eb;\n",
              "  color: #000000;\n",
              "}\n",
              "#T_23a61_row9_col1 {\n",
              "  background-color: #f7fcf5;\n",
              "  color: #000000;\n",
              "}\n",
              "</style>\n",
              "<table id=\"T_23a61_\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr>\n",
              "      <th class=\"blank level0\" >&nbsp;</th>\n",
              "      <th class=\"col_heading level0 col0\" >Common_words</th>\n",
              "      <th class=\"col_heading level0 col1\" >count</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th id=\"T_23a61_level0_row0\" class=\"row_heading level0 row0\" >0</th>\n",
              "      <td id=\"T_23a61_row0_col0\" class=\"data row0 col0\" >aplikasi</td>\n",
              "      <td id=\"T_23a61_row0_col1\" class=\"data row0 col1\" >1865</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_23a61_level0_row1\" class=\"row_heading level0 row1\" >1</th>\n",
              "      <td id=\"T_23a61_row1_col0\" class=\"data row1 col0\" >ongkos kirim</td>\n",
              "      <td id=\"T_23a61_row1_col1\" class=\"data row1 col1\" >1743</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_23a61_level0_row2\" class=\"row_heading level0 row2\" >2</th>\n",
              "      <td id=\"T_23a61_row2_col0\" class=\"data row2 col0\" >barang</td>\n",
              "      <td id=\"T_23a61_row2_col1\" class=\"data row2 col1\" >1298</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_23a61_level0_row3\" class=\"row_heading level0 row3\" >3</th>\n",
              "      <td id=\"T_23a61_row3_col0\" class=\"data row3 col0\" >bayar</td>\n",
              "      <td id=\"T_23a61_row3_col1\" class=\"data row3 col1\" >1121</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_23a61_level0_row4\" class=\"row_heading level0 row4\" >4</th>\n",
              "      <td id=\"T_23a61_row4_col0\" class=\"data row4 col0\" >voucher</td>\n",
              "      <td id=\"T_23a61_row4_col1\" class=\"data row4 col1\" >1076</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_23a61_level0_row5\" class=\"row_heading level0 row5\" >5</th>\n",
              "      <td id=\"T_23a61_row5_col0\" class=\"data row5 col0\" >gak</td>\n",
              "      <td id=\"T_23a61_row5_col1\" class=\"data row5 col1\" >1046</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_23a61_level0_row6\" class=\"row_heading level0 row6\" >6</th>\n",
              "      <td id=\"T_23a61_row6_col0\" class=\"data row6 col0\" >kirim</td>\n",
              "      <td id=\"T_23a61_row6_col1\" class=\"data row6 col1\" >1041</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_23a61_level0_row7\" class=\"row_heading level0 row7\" >7</th>\n",
              "      <td id=\"T_23a61_row7_col0\" class=\"data row7 col0\" >gratis</td>\n",
              "      <td id=\"T_23a61_row7_col1\" class=\"data row7 col1\" >1029</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_23a61_level0_row8\" class=\"row_heading level0 row8\" >8</th>\n",
              "      <td id=\"T_23a61_row8_col0\" class=\"data row8 col0\" >shopeepay</td>\n",
              "      <td id=\"T_23a61_row8_col1\" class=\"data row8 col1\" >1008</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_23a61_level0_row9\" class=\"row_heading level0 row9\" >9</th>\n",
              "      <td id=\"T_23a61_row9_col0\" class=\"data row9 col0\" >belanja</td>\n",
              "      <td id=\"T_23a61_row9_col1\" class=\"data row9 col1\" >951</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {},
          "execution_count": 21
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "fig = px.bar(temp_negative, x=\"count\", y=\"Common_words\", title='Kata-kata Paling Umum PadaKategori Ulasan Sentimen Negatif', orientation='h', \n",
        "             width=700, height=700,color='Common_words')\n",
        "fig.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 717
        },
        "id": "Z-P6BwSnVbNp",
        "outputId": "d94374be-bd1f-4a96-c90f-ff1d058eb5ff"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<html>\n",
              "<head><meta charset=\"utf-8\" /></head>\n",
              "<body>\n",
              "    <div>            <script src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG\"></script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script>                <script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>\n",
              "        <script src=\"https://cdn.plot.ly/plotly-2.8.3.min.js\"></script>                <div id=\"b7d5d2ae-0408-4ac7-ace3-a42ae5d04307\" class=\"plotly-graph-div\" style=\"height:700px; width:700px;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"b7d5d2ae-0408-4ac7-ace3-a42ae5d04307\")) {                    Plotly.newPlot(                        \"b7d5d2ae-0408-4ac7-ace3-a42ae5d04307\",                        [{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"aplikasi\",\"marker\":{\"color\":\"#636efa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"aplikasi\",\"offsetgroup\":\"aplikasi\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1865],\"xaxis\":\"x\",\"y\":[\"aplikasi\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"ongkos kirim\",\"marker\":{\"color\":\"#EF553B\",\"pattern\":{\"shape\":\"\"}},\"name\":\"ongkos kirim\",\"offsetgroup\":\"ongkos kirim\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1743],\"xaxis\":\"x\",\"y\":[\"ongkos kirim\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"barang\",\"marker\":{\"color\":\"#00cc96\",\"pattern\":{\"shape\":\"\"}},\"name\":\"barang\",\"offsetgroup\":\"barang\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1298],\"xaxis\":\"x\",\"y\":[\"barang\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"bayar\",\"marker\":{\"color\":\"#ab63fa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"bayar\",\"offsetgroup\":\"bayar\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1121],\"xaxis\":\"x\",\"y\":[\"bayar\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"voucher\",\"marker\":{\"color\":\"#FFA15A\",\"pattern\":{\"shape\":\"\"}},\"name\":\"voucher\",\"offsetgroup\":\"voucher\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1076],\"xaxis\":\"x\",\"y\":[\"voucher\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"gak\",\"marker\":{\"color\":\"#19d3f3\",\"pattern\":{\"shape\":\"\"}},\"name\":\"gak\",\"offsetgroup\":\"gak\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1046],\"xaxis\":\"x\",\"y\":[\"gak\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"kirim\",\"marker\":{\"color\":\"#FF6692\",\"pattern\":{\"shape\":\"\"}},\"name\":\"kirim\",\"offsetgroup\":\"kirim\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1041],\"xaxis\":\"x\",\"y\":[\"kirim\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"gratis\",\"marker\":{\"color\":\"#B6E880\",\"pattern\":{\"shape\":\"\"}},\"name\":\"gratis\",\"offsetgroup\":\"gratis\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1029],\"xaxis\":\"x\",\"y\":[\"gratis\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"shopeepay\",\"marker\":{\"color\":\"#FF97FF\",\"pattern\":{\"shape\":\"\"}},\"name\":\"shopeepay\",\"offsetgroup\":\"shopeepay\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[1008],\"xaxis\":\"x\",\"y\":[\"shopeepay\"],\"yaxis\":\"y\",\"type\":\"bar\"},{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Common_words=%{y}<br>count=%{x}<extra></extra>\",\"legendgroup\":\"belanja\",\"marker\":{\"color\":\"#FECB52\",\"pattern\":{\"shape\":\"\"}},\"name\":\"belanja\",\"offsetgroup\":\"belanja\",\"orientation\":\"h\",\"showlegend\":true,\"textposition\":\"auto\",\"x\":[951],\"xaxis\":\"x\",\"y\":[\"belanja\"],\"yaxis\":\"y\",\"type\":\"bar\"}],                        {\"template\":{\"data\":{\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"choropleth\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"contour\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"contourcarpet\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmap\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmapgl\"}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2d\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2dcontour\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattermapbox\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolar\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolargl\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"ternary\":{\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"count\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Common_words\"},\"categoryorder\":\"array\",\"categoryarray\":[\"belanja\",\"shopeepay\",\"gratis\",\"kirim\",\"gak\",\"voucher\",\"bayar\",\"barang\",\"ongkos kirim\",\"aplikasi\"]},\"legend\":{\"title\":{\"text\":\"Common_words\"},\"tracegroupgap\":0},\"title\":{\"text\":\"Kata-kata Paling Umum PadaKategori Ulasan Sentimen Negatif\"},\"barmode\":\"relative\",\"height\":700,\"width\":700},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('b7d5d2ae-0408-4ac7-ace3-a42ae5d04307');\n",
              "var x = new MutationObserver(function (mutations, observer) {{\n",
              "        var display = window.getComputedStyle(gd).display;\n",
              "        if (!display || display === 'none') {{\n",
              "            console.log([gd, 'removed!']);\n",
              "            Plotly.purge(gd);\n",
              "            observer.disconnect();\n",
              "        }}\n",
              "}});\n",
              "\n",
              "// Listen for the removal of the full notebook cells\n",
              "var notebookContainer = gd.closest('#notebook-container');\n",
              "if (notebookContainer) {{\n",
              "    x.observe(notebookContainer, {childList: true});\n",
              "}}\n",
              "\n",
              "// Listen for the clearing of the current output cell\n",
              "var outputEl = gd.closest('.output');\n",
              "if (outputEl) {{\n",
              "    x.observe(outputEl, {childList: true});\n",
              "}}\n",
              "\n",
              "                        })                };                            </script>        </div>\n",
              "</body>\n",
              "</html>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "**Wordcloud**\n",
        "\n",
        "berikut merupakan visualisasi wordcloud dari ulasan."
      ],
      "metadata": {
        "id": "Fgdd9-vSBSvB"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "1nIGfage8ufC",
        "outputId": "dc650f0d-1ef7-4cc0-db75-946a6926f821",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Requirement already satisfied: wordcloud in /usr/local/lib/python3.7/dist-packages (1.5.0)\n",
            "Requirement already satisfied: numpy>=1.6.1 in /usr/local/lib/python3.7/dist-packages (from wordcloud) (1.21.6)\n",
            "Requirement already satisfied: pillow in /usr/local/lib/python3.7/dist-packages (from wordcloud) (7.1.2)\n"
          ]
        }
      ],
      "source": [
        "pip install wordcloud"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from wordcloud import WordCloud,ImageColorGenerator\n",
        "from PIL import Image\n",
        "import urllib\n",
        "import requests"
      ],
      "metadata": {
        "id": "fRNMa9X3P-lX"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "def plot_wordcloud(text, mask=None, max_words=200, max_font_size=100, figure_size=(24.0,16.0), color = 'white',\n",
        "                   title = None, title_size=40, image_color=False):\n",
        "    \n",
        "    wordcloud = WordCloud(background_color=color,\n",
        "                    max_words = max_words,\n",
        "                    max_font_size = max_font_size, \n",
        "                    random_state = 42,\n",
        "                    width=400, \n",
        "                    height=200,\n",
        "                    mask = mask)\n",
        "    wordcloud.generate(str(text))\n",
        "    \n",
        "    plt.figure(figsize=figure_size)\n",
        "    if image_color:\n",
        "        image_colors = ImageColorGenerator(mask);\n",
        "        plt.imshow(wordcloud.recolor(color_func=image_colors), interpolation=\"bilinear\");\n",
        "        plt.title(title, fontdict={'size': title_size,  \n",
        "                                  'verticalalignment': 'bottom'})\n",
        "    else:\n",
        "        plt.imshow(wordcloud);\n",
        "        plt.title(title, fontdict={'size': title_size, 'color': 'black', \n",
        "                                  'verticalalignment': 'bottom'})\n",
        "    plt.axis('off');\n",
        "    plt.tight_layout()  \n",
        "d = 'data[content]'"
      ],
      "metadata": {
        "id": "tWhFO4pSefvZ"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "plot_wordcloud(Positive_sent.content,color='white',max_font_size=100,title_size=30,title=\"WordCloud dari Kategori Ulasan Positif\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 512
        },
        "id": "jTnED3-4fFEp",
        "outputId": "1242d481-f954-4170-bf07-0409c95f89a9"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1728x1152 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "plot_wordcloud(Negative_sent.content,color='white',max_font_size=50,title_size=20,title=\"WordCloud dari Kategori Ulasan Negatif\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 506
        },
        "id": "v5BLgTFVfXIf",
        "outputId": "a007040d-f415-422c-c57a-c2c8295032a1"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1728x1152 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    }
  ],
  "metadata": {
    "colab": {
      "collapsed_sections": [],
      "name": "Shopee Preprocessing dan EDA .ipynb",
      "provenance": []
    },
    "interpreter": {
      "hash": "b24ba3dc743c4ee33d87f0cc832b33205baa88bd4275a2cc5869a269d637f1a7"
    },
    "kernelspec": {
      "display_name": "Python 3.8.5 ('base')",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.8.5"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}