{
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "# Crawling Twitter Data based on **Search Keyword** Using `tweet-harvest`\n",
        "Last updated by Helmi Satria (helmisatria.com) on September 22, 2023\n",
        "\n",
        "Note: **For educational purposes only**\n"
      ],
      "metadata": {
        "id": "lAE7WPkQINAz"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "collapsed": true,
        "id": "4UIL1x21P9rQ",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "457c9af5-4f63-48f4-9d25-b3cb1172f87b"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (1.5.3)\n",
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            "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas) (2023.3.post1)\n",
            "Requirement already satisfied: numpy>=1.21.0 in /usr/local/lib/python3.10/dist-packages (from pandas) (1.23.5)\n",
            "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.8.1->pandas) (1.16.0)\n",
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            "Get:10 https://deb.nodesource.com/node_20.x nodistro/main amd64 Packages [2,729 B]\n",
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            "Reading package lists... Done\n",
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            "  nodejs\n",
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            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 78, <> line 1.)\n",
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            "debconf: (This frontend requires a controlling tty.)\n",
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            "dpkg-preconfigure: unable to re-open stdin: \n",
            "Selecting previously unselected package nodejs.\n",
            "(Reading database ... 120895 files and directories currently installed.)\n",
            "Preparing to unpack .../nodejs_20.7.0-1nodesource1_amd64.deb ...\n",
            "Unpacking nodejs (20.7.0-1nodesource1) ...\n",
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            "Processing triggers for man-db (2.10.2-1) ...\n",
            "v20.7.0\n"
          ]
        }
      ],
      "source": [
        "# Import required Python package\n",
        "!pip install pandas\n",
        "\n",
        "# Install Node.js (because tweet-harvest built using Node.js)\n",
        "!sudo apt-get update\n",
        "!sudo apt-get install -y ca-certificates curl gnupg\n",
        "!sudo mkdir -p /etc/apt/keyrings\n",
        "!curl -fsSL https://deb.nodesource.com/gpgkey/nodesource-repo.gpg.key | sudo gpg --dearmor -o /etc/apt/keyrings/nodesource.gpg\n",
        "\n",
        "!NODE_MAJOR=20 && echo \"deb [signed-by=/etc/apt/keyrings/nodesource.gpg] https://deb.nodesource.com/node_$NODE_MAJOR.x nodistro main\" | sudo tee /etc/apt/sources.list.d/nodesource.list\n",
        "\n",
        "!sudo apt-get update\n",
        "!sudo apt-get install nodejs -y\n",
        "\n",
        "!node -v"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Crawl Data\n",
        "\n",
        "filename = 'ikn-masyarakat.csv'\n",
        "search_keyword = 'masyarakat ikn until:2023-09-23 since:2023-05-01'\n",
        "limit = 200\n",
        "\n",
        "!npx --yes tweet-harvest@latest -o \"{filename}\" -s \"{search_keyword}\" -l {limit} --token \"\""
      ],
      "metadata": {
        "id": "LYDR51dJlVlX",
        "outputId": "33be19a6-a4c6-4635-f7fb-6b45b8684153",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[K\u001b[?25h\u001b[1m\u001b[22m\n",
            "\u001b[1mWelcome to the Twitter Crawler 🕷️\u001b[22m\n",
            "\u001b[1m\u001b[22m\n",
            "This script uses Chromium Browser to crawl data from Twitter with *your* Twitter auth token.\n",
            "Please enter your Twitter auth token when prompted.\n",
            "\n",
            "Note: Keep your access token secret! Don't share it with anyone else.\n",
            "Note: This script only runs on your local device.\n",
            "\n",
            "\u001b[2K\u001b[1G\u001b[36m?\u001b[39m \u001b[1mWhat's your Twitter auth token?\u001b[22m \u001b[90m›\u001b[39m \u001b7\u001b8\u001b[2K\u001b[1G\u001b[2K\u001b[1G\u001b[36m?\u001b[39m \u001b[1mWhat's your Twitter auth token?\u001b[22m \u001b[90m›\u001b[39m *\u001b7\u001b8\u001b[2K\u001b[1G\u001b[2K\u001b[1G\u001b[36m?\u001b[39m \u001b[1mWhat's your Twitter auth token?\u001b[22m \u001b[90m›\u001b[39m **\u001b7\u001b8\u001b[2K\u001b[1G\u001b[2K\u001b[1G\u001b[36m?\u001b[39m \u001b[1mWhat's your Twitter auth token?\u001b[22m \u001b[90m›\u001b[39m ***\u001b7\u001b8\u001b[2K\u001b[1G\u001b[2K\u001b[1G\u001b[36m?\u001b[39m \u001b[1mWhat's your Twitter auth token?\u001b[22m \u001b[90m›\u001b[39m ****\u001b7\u001b8\u001b[2K\u001b[1G\u001b[2K\u001b[1G\u001b[36m?\u001b[39m \u001b[1mWhat's your Twitter auth token?\u001b[22m \u001b[90m›\u001b[39m *****\u001b7\u001b8\u001b[2K\u001b[1G\u001b[2K\u001b[1G\u001b[36m?\u001b[39m \u001b[1mWhat's your Twitter auth token?\u001b[22m 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            "libnss3 is already the newest version (2:3.68.2-0ubuntu1.2).\n",
            "libnss3 set to manually installed.\n",
            "libpango-1.0-0 is already the newest version (1.50.6+ds-2ubuntu1).\n",
            "libpango-1.0-0 set to manually installed.\n",
            "libwayland-client0 is already the newest version (1.20.0-1ubuntu0.1).\n",
            "libwayland-client0 set to manually installed.\n",
            "libx11-6 is already the newest version (2:1.7.5-1ubuntu0.2).\n",
            "libx11-6 set to manually installed.\n",
            "The following additional packages will be installed:\n",
            "  libfontenc1 libxfont2 libxkbfile1 x11-xkb-utils xfonts-encodings\n",
            "  xfonts-utils xserver-common\n",
            "Recommended packages:\n",
            "  fonts-ipafont-mincho fonts-tlwg-loma xfonts-base\n",
            "The following NEW packages will be installed:\n",
            "  fonts-freefont-ttf fonts-ipafont-gothic fonts-noto-color-emoji\n",
            "  fonts-tlwg-loma-otf fonts-unifont fonts-wqy-zenhei libfontenc1 libxfont2\n",
            "  libxkbfile1 x11-xkb-utils xfonts-cyrillic xfonts-encodings xfonts-scalable\n",
            "  xfonts-utils xserver-common xvfb\n",
            "0 upgraded, 16 newly installed, 0 to remove and 18 not upgraded.\n",
            "Need to get 29.4 MB of archives.\n",
            "After this operation, 71.1 MB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu jammy/universe amd64 fonts-ipafont-gothic all 00303-21ubuntu1 [3,513 kB]\n",
            "Get:2 http://archive.ubuntu.com/ubuntu jammy/main amd64 fonts-freefont-ttf all 20120503-10build1 [2,388 kB]\n",
            "Get:3 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 fonts-noto-color-emoji all 2.038-0ubuntu1 [9,755 kB]\n",
            "Get:4 http://archive.ubuntu.com/ubuntu jammy/universe amd64 fonts-tlwg-loma-otf all 1:0.7.3-1 [107 kB]\n",
            "Get:5 http://archive.ubuntu.com/ubuntu jammy/universe amd64 fonts-unifont all 1:14.0.01-1 [3,551 kB]\n",
            "Get:6 http://archive.ubuntu.com/ubuntu jammy/universe amd64 fonts-wqy-zenhei all 0.9.45-8 [7,472 kB]\n",
            "Get:7 http://archive.ubuntu.com/ubuntu jammy/main amd64 libfontenc1 amd64 1:1.1.4-1build3 [14.7 kB]\n",
            "Get:8 http://archive.ubuntu.com/ubuntu jammy/main amd64 libxfont2 amd64 1:2.0.5-1build1 [94.5 kB]\n",
            "Get:9 http://archive.ubuntu.com/ubuntu jammy/main amd64 libxkbfile1 amd64 1:1.1.0-1build3 [71.8 kB]\n",
            "Get:10 http://archive.ubuntu.com/ubuntu jammy/main amd64 x11-xkb-utils amd64 7.7+5build4 [172 kB]\n",
            "Get:11 http://archive.ubuntu.com/ubuntu jammy/main amd64 xfonts-encodings all 1:1.0.5-0ubuntu2 [578 kB]\n",
            "Get:12 http://archive.ubuntu.com/ubuntu jammy/main amd64 xfonts-utils amd64 1:7.7+6build2 [94.6 kB]\n",
            "Get:13 http://archive.ubuntu.com/ubuntu jammy/universe amd64 xfonts-cyrillic all 1:1.0.5 [386 kB]\n",
            "Get:14 http://archive.ubuntu.com/ubuntu jammy/main amd64 xfonts-scalable all 1:1.0.3-1.2ubuntu1 [306 kB]\n",
            "Get:15 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 xserver-common all 2:21.1.4-2ubuntu1.7~22.04.1 [28.0 kB]\n",
            "Get:16 http://archive.ubuntu.com/ubuntu jammy-updates/universe amd64 xvfb amd64 2:21.1.4-2ubuntu1.7~22.04.1 [863 kB]\n",
            "Fetched 29.4 MB in 1s (41.7 MB/s)\n",
            "Selecting previously unselected package fonts-ipafont-gothic.\n",
            "(Reading database ... 126717 files and directories currently installed.)\n",
            "Preparing to unpack .../00-fonts-ipafont-gothic_00303-21ubuntu1_all.deb ...\n",
            "Unpacking fonts-ipafont-gothic (00303-21ubuntu1) ...\n",
            "Selecting previously unselected package fonts-freefont-ttf.\n",
            "Preparing to unpack .../01-fonts-freefont-ttf_20120503-10build1_all.deb ...\n",
            "Unpacking fonts-freefont-ttf (20120503-10build1) ...\n",
            "Selecting previously unselected package fonts-noto-color-emoji.\n",
            "Preparing to unpack .../02-fonts-noto-color-emoji_2.038-0ubuntu1_all.deb ...\n",
            "Unpacking fonts-noto-color-emoji (2.038-0ubuntu1) ...\n",
            "Selecting previously unselected package fonts-tlwg-loma-otf.\n",
            "Preparing to unpack .../03-fonts-tlwg-loma-otf_1%3a0.7.3-1_all.deb ...\n",
            "Unpacking fonts-tlwg-loma-otf (1:0.7.3-1) ...\n",
            "Selecting previously unselected package fonts-unifont.\n",
            "Preparing to unpack .../04-fonts-unifont_1%3a14.0.01-1_all.deb ...\n",
            "Unpacking fonts-unifont (1:14.0.01-1) ...\n",
            "Selecting previously unselected package fonts-wqy-zenhei.\n",
            "Preparing to unpack .../05-fonts-wqy-zenhei_0.9.45-8_all.deb ...\n",
            "Unpacking fonts-wqy-zenhei (0.9.45-8) ...\n",
            "Selecting previously unselected package libfontenc1:amd64.\n",
            "Preparing to unpack .../06-libfontenc1_1%3a1.1.4-1build3_amd64.deb ...\n",
            "Unpacking libfontenc1:amd64 (1:1.1.4-1build3) ...\n",
            "Selecting previously unselected package libxfont2:amd64.\n",
            "Preparing to unpack .../07-libxfont2_1%3a2.0.5-1build1_amd64.deb ...\n",
            "Unpacking libxfont2:amd64 (1:2.0.5-1build1) ...\n",
            "Selecting previously unselected package libxkbfile1:amd64.\n",
            "Preparing to unpack .../08-libxkbfile1_1%3a1.1.0-1build3_amd64.deb ...\n",
            "Unpacking libxkbfile1:amd64 (1:1.1.0-1build3) ...\n",
            "Selecting previously unselected package x11-xkb-utils.\n",
            "Preparing to unpack .../09-x11-xkb-utils_7.7+5build4_amd64.deb ...\n",
            "Unpacking x11-xkb-utils (7.7+5build4) ...\n",
            "Selecting previously unselected package xfonts-encodings.\n",
            "Preparing to unpack .../10-xfonts-encodings_1%3a1.0.5-0ubuntu2_all.deb ...\n",
            "Unpacking xfonts-encodings (1:1.0.5-0ubuntu2) ...\n",
            "Selecting previously unselected package xfonts-utils.\n",
            "Preparing to unpack .../11-xfonts-utils_1%3a7.7+6build2_amd64.deb ...\n",
            "Unpacking xfonts-utils (1:7.7+6build2) ...\n",
            "Selecting previously unselected package xfonts-cyrillic.\n",
            "Preparing to unpack .../12-xfonts-cyrillic_1%3a1.0.5_all.deb ...\n",
            "Unpacking xfonts-cyrillic (1:1.0.5) ...\n",
            "Selecting previously unselected package xfonts-scalable.\n",
            "Preparing to unpack .../13-xfonts-scalable_1%3a1.0.3-1.2ubuntu1_all.deb ...\n",
            "Unpacking xfonts-scalable (1:1.0.3-1.2ubuntu1) ...\n",
            "Selecting previously unselected package xserver-common.\n",
            "Preparing to unpack .../14-xserver-common_2%3a21.1.4-2ubuntu1.7~22.04.1_all.deb ...\n",
            "Unpacking xserver-common (2:21.1.4-2ubuntu1.7~22.04.1) ...\n",
            "Selecting previously unselected package xvfb.\n",
            "Preparing to unpack .../15-xvfb_2%3a21.1.4-2ubuntu1.7~22.04.1_amd64.deb ...\n",
            "Unpacking xvfb (2:21.1.4-2ubuntu1.7~22.04.1) ...\n",
            "Setting up fonts-noto-color-emoji (2.038-0ubuntu1) ...\n",
            "Setting up fonts-wqy-zenhei (0.9.45-8) ...\n",
            "Setting up fonts-freefont-ttf (20120503-10build1) ...\n",
            "Setting up libfontenc1:amd64 (1:1.1.4-1build3) ...\n",
            "Setting up fonts-tlwg-loma-otf (1:0.7.3-1) ...\n",
            "Setting up xfonts-encodings (1:1.0.5-0ubuntu2) ...\n",
            "Setting up fonts-ipafont-gothic (00303-21ubuntu1) ...\n",
            "update-alternatives: using /usr/share/fonts/opentype/ipafont-gothic/ipag.ttf to provide /usr/share/fonts/truetype/fonts-japanese-gothic.ttf (fonts-japanese-gothic.ttf) in auto mode\n",
            "Setting up libxkbfile1:amd64 (1:1.1.0-1build3) ...\n",
            "Setting up libxfont2:amd64 (1:2.0.5-1build1) ...\n",
            "Setting up fonts-unifont (1:14.0.01-1) ...\n",
            "Setting up x11-xkb-utils (7.7+5build4) ...\n",
            "Setting up xfonts-utils (1:7.7+6build2) ...\n",
            "Setting up xfonts-cyrillic (1:1.0.5) ...\n",
            "Setting up xserver-common (2:21.1.4-2ubuntu1.7~22.04.1) ...\n",
            "Setting up xfonts-scalable (1:1.0.3-1.2ubuntu1) ...\n",
            "Setting up xvfb (2:21.1.4-2ubuntu1.7~22.04.1) ...\n",
            "Processing triggers for man-db (2.10.2-1) ...\n",
            "Processing triggers for fontconfig (2.13.1-4.2ubuntu5) ...\n",
            "Processing triggers for libc-bin (2.35-0ubuntu3.1) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_0.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbb.so.12 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbmalloc_proxy.so.2 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbmalloc.so.2 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_5.so.3 is not a symbolic link\n",
            "\n",
            "Downloading Chromium 117.0.5938.62 (playwright build v1080)\u001b[2m from https://playwright.azureedge.net/builds/chromium/1080/chromium-linux.zip\u001b[22m\n",
            "\u001b[1G153.1 Mb [] 0% 0.0s\u001b[0K\u001b[1G153.1 Mb [] 0% 6.0s\u001b[0K\u001b[1G153.1 Mb [] 0% 5.0s\u001b[0K\u001b[1G153.1 Mb [] 1% 3.7s\u001b[0K\u001b[1G153.1 Mb [] 2% 3.6s\u001b[0K\u001b[1G153.1 Mb [] 2% 3.4s\u001b[0K\u001b[1G153.1 Mb [] 2% 3.7s\u001b[0K\u001b[1G153.1 Mb [] 3% 3.7s\u001b[0K\u001b[1G153.1 Mb [] 4% 3.3s\u001b[0K\u001b[1G153.1 Mb [] 4% 3.2s\u001b[0K\u001b[1G153.1 Mb [] 5% 3.4s\u001b[0K\u001b[1G153.1 Mb [] 6% 3.1s\u001b[0K\u001b[1G153.1 Mb [] 7% 3.0s\u001b[0K\u001b[1G153.1 Mb [] 7% 2.9s\u001b[0K\u001b[1G153.1 Mb [] 8% 3.0s\u001b[0K\u001b[1G153.1 Mb [] 8% 3.1s\u001b[0K\u001b[1G153.1 Mb [] 9% 2.9s\u001b[0K\u001b[1G153.1 Mb [] 9% 3.0s\u001b[0K\u001b[1G153.1 Mb [] 10% 2.9s\u001b[0K\u001b[1G153.1 Mb [] 11% 2.9s\u001b[0K\u001b[1G153.1 Mb [] 12% 2.8s\u001b[0K\u001b[1G153.1 Mb [] 12% 2.9s\u001b[0K\u001b[1G153.1 Mb [] 13% 2.9s\u001b[0K\u001b[1G153.1 Mb [] 14% 2.9s\u001b[0K\u001b[1G153.1 Mb [] 15% 2.9s\u001b[0K\u001b[1G153.1 Mb [] 15% 3.0s\u001b[0K\u001b[1G153.1 Mb [] 16% 2.9s\u001b[0K\u001b[1G153.1 Mb [] 17% 2.9s\u001b[0K\u001b[1G153.1 Mb [] 18% 2.9s\u001b[0K\u001b[1G153.1 Mb [] 19% 2.7s\u001b[0K\u001b[1G153.1 Mb [] 20% 2.7s\u001b[0K\u001b[1G153.1 Mb [] 21% 2.6s\u001b[0K\u001b[1G153.1 Mb [] 22% 2.6s\u001b[0K\u001b[1G153.1 Mb [] 23% 2.4s\u001b[0K\u001b[1G153.1 Mb [] 24% 2.4s\u001b[0K\u001b[1G153.1 Mb [] 25% 2.3s\u001b[0K\u001b[1G153.1 Mb [] 26% 2.3s\u001b[0K\u001b[1G153.1 Mb [] 26% 2.2s\u001b[0K\u001b[1G153.1 Mb [] 28% 2.2s\u001b[0K\u001b[1G153.1 Mb [] 28% 2.1s\u001b[0K\u001b[1G153.1 Mb [] 29% 2.1s\u001b[0K\u001b[1G153.1 Mb [] 30% 2.1s\u001b[0K\u001b[1G153.1 Mb [] 30% 2.0s\u001b[0K\u001b[1G153.1 Mb [] 32% 1.9s\u001b[0K\u001b[1G153.1 Mb [] 34% 1.8s\u001b[0K\u001b[1G153.1 Mb [] 35% 1.8s\u001b[0K\u001b[1G153.1 Mb [] 36% 1.7s\u001b[0K\u001b[1G153.1 Mb [] 37% 1.7s\u001b[0K\u001b[1G153.1 Mb [] 38% 1.6s\u001b[0K\u001b[1G153.1 Mb [] 39% 1.6s\u001b[0K\u001b[1G153.1 Mb [] 40% 1.5s\u001b[0K\u001b[1G153.1 Mb [] 41% 1.5s\u001b[0K\u001b[1G153.1 Mb [] 42% 1.5s\u001b[0K\u001b[1G153.1 Mb [] 43% 1.4s\u001b[0K\u001b[1G153.1 Mb [] 44% 1.4s\u001b[0K\u001b[1G153.1 Mb [] 46% 1.3s\u001b[0K\u001b[1G153.1 Mb [] 47% 1.3s\u001b[0K\u001b[1G153.1 Mb [] 48% 1.2s\u001b[0K\u001b[1G153.1 Mb [] 49% 1.2s\u001b[0K\u001b[1G153.1 Mb [] 50% 1.2s\u001b[0K\u001b[1G153.1 Mb [] 51% 1.1s\u001b[0K\u001b[1G153.1 Mb [] 53% 1.1s\u001b[0K\u001b[1G153.1 Mb [] 54% 1.0s\u001b[0K\u001b[1G153.1 Mb [] 56% 1.0s\u001b[0K\u001b[1G153.1 Mb [] 57% 1.0s\u001b[0K\u001b[1G153.1 Mb [] 58% 0.9s\u001b[0K\u001b[1G153.1 Mb [] 59% 0.9s\u001b[0K\u001b[1G153.1 Mb [] 61% 0.9s\u001b[0K\u001b[1G153.1 Mb [] 62% 0.8s\u001b[0K\u001b[1G153.1 Mb [] 63% 0.8s\u001b[0K\u001b[1G153.1 Mb [] 64% 0.8s\u001b[0K\u001b[1G153.1 Mb [] 65% 0.7s\u001b[0K\u001b[1G153.1 Mb [] 67% 0.7s\u001b[0K\u001b[1G153.1 Mb [] 68% 0.7s\u001b[0K\u001b[1G153.1 Mb [] 69% 0.7s\u001b[0K\u001b[1G153.1 Mb [] 70% 0.6s\u001b[0K\u001b[1G153.1 Mb [] 71% 0.6s\u001b[0K\u001b[1G153.1 Mb [] 72% 0.6s\u001b[0K\u001b[1G153.1 Mb [] 73% 0.6s\u001b[0K\u001b[1G153.1 Mb [] 74% 0.6s\u001b[0K\u001b[1G153.1 Mb [] 75% 0.6s\u001b[0K\u001b[1G153.1 Mb [] 76% 0.5s\u001b[0K\u001b[1G153.1 Mb [] 77% 0.5s\u001b[0K\u001b[1G153.1 Mb [] 78% 0.5s\u001b[0K\u001b[1G153.1 Mb [] 79% 0.5s\u001b[0K\u001b[1G153.1 Mb [] 80% 0.4s\u001b[0K\u001b[1G153.1 Mb [] 81% 0.4s\u001b[0K\u001b[1G153.1 Mb [] 82% 0.4s\u001b[0K\u001b[1G153.1 Mb [] 83% 0.4s\u001b[0K\u001b[1G153.1 Mb [] 84% 0.4s\u001b[0K\u001b[1G153.1 Mb [] 85% 0.3s\u001b[0K\u001b[1G153.1 Mb [] 86% 0.3s\u001b[0K\u001b[1G153.1 Mb [] 87% 0.3s\u001b[0K\u001b[1G153.1 Mb [] 88% 0.3s\u001b[0K\u001b[1G153.1 Mb [] 89% 0.2s\u001b[0K\u001b[1G153.1 Mb [] 90% 0.2s\u001b[0K\u001b[1G153.1 Mb [] 91% 0.2s\u001b[0K\u001b[1G153.1 Mb [] 92% 0.2s\u001b[0K\u001b[1G153.1 Mb [] 93% 0.1s\u001b[0K\u001b[1G153.1 Mb [] 94% 0.1s\u001b[0K\u001b[1G153.1 Mb [] 96% 0.1s\u001b[0K\u001b[1G153.1 Mb [] 97% 0.1s\u001b[0K\u001b[1G153.1 Mb [] 98% 0.0s\u001b[0K\u001b[1G153.1 Mb [] 99% 0.0s\u001b[0K\u001b[1G153.1 Mb [] 100% 0.0s\u001b[0K\n",
            "Chromium 117.0.5938.62 (playwright build v1080) downloaded to /root/.cache/ms-playwright/chromium-1080\n",
            "Downloading FFMPEG playwright build v1009\u001b[2m from https://playwright.azureedge.net/builds/ffmpeg/1009/ffmpeg-linux.zip\u001b[22m\n",
            "\u001b[1G2.6 Mb [] 0% 0.0s\u001b[0K\u001b[1G2.6 Mb [] 8% 0.2s\u001b[0K\u001b[1G2.6 Mb [] 30% 0.1s\u001b[0K\u001b[1G2.6 Mb [] 43% 0.1s\u001b[0K\u001b[1G2.6 Mb [] 65% 0.0s\u001b[0K\u001b[1G2.6 Mb [] 85% 0.0s\u001b[0K\u001b[1G2.6 Mb [] 100% 0.0s\u001b[0K\n",
            "FFMPEG playwright build v1009 downloaded to /root/.cache/ms-playwright/ffmpeg-1009\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mOpening twitter search page...\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[90mScrolling more...\u001b[39m\n",
            "\u001b[33m\u001b[39m\n",
            "\u001b[33mFilling in keywords: masyarakat ikn until:2023-09-23 since:2023-05-01\u001b[39m\n",
            "\u001b[33m\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 18\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 35\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 45\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 54\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 55\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[90mScrolling more...\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 72\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 81\u001b[39m\n",
            "\u001b[90mScrolling more...\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 92\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 112\u001b[39m\n",
            "\u001b[90m\u001b[39m\n",
            "\u001b[90m--Taking a break, waiting for 10 seconds...\u001b[39m\n",
            "\u001b[90mScrolling more...\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 124\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 139\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 149\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 161\u001b[39m\n",
            "\u001b[90mScrolling more...\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 171\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 181\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 182\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 192\u001b[39m\n",
            "\u001b[34m\u001b[39m\n",
            "\u001b[34mGot some tweets, saving to file...\u001b[39m\n",
            "\u001b[34mYour tweets saved to: /content/tweets-data/ikn-masyarakat.csv\u001b[39m\n",
            "\u001b[33mTotal tweets saved: 200\u001b[39m\n",
            "Already got 200 tweets, done scrolling...\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "collapsed": true,
        "id": "HvAG3hPvQDqk",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 999
        },
        "outputId": "ccb0d6f4-b59e-4c36-c2b4-a5ad8ac6e29d"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
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              "..                                                 ...          ...   \n",
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              "\n",
              "     conversation_id_str       username  \\\n",
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              "..                   ...            ...   \n",
              "195  1701798874417946974   BertaniKodok   \n",
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              "197  1701797879201800315   BertaniKodok   \n",
              "198  1701726784541352275  jimbe94127701   \n",
              "199  1701726784541352275  CakraBaylor17   \n",
              "\n",
              "                                             tweet_url  \n",
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              "4    https://twitter.com/Liputan861/status/17052812...  \n",
              "..                                                 ...  \n",
              "195  https://twitter.com/BertaniKodok/status/170179...  \n",
              "196  https://twitter.com/BertaniKodok/status/170179...  \n",
              "197  https://twitter.com/BertaniKodok/status/170179...  \n",
              "198  https://twitter.com/jimbe94127701/status/17017...  \n",
              "199  https://twitter.com/CakraBaylor17/status/17017...  \n",
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              "      <th>...</th>\n",
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              "      <td>1701798874417946974</td>\n",
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              "      <td>https://twitter.com/BertaniKodok/status/170179...</td>\n",
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              "    <tr>\n",
              "      <th>196</th>\n",
              "      <td>Wed Sep 13 03:23:03 +0000 2023</td>\n",
              "      <td>1701798621765648406</td>\n",
              "      <td>Masyarakat Sambut Pembangunan IKN Nusantara #K...</td>\n",
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              "      <td>https://twitter.com/BertaniKodok/status/170179...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>197</th>\n",
              "      <td>Wed Sep 13 03:20:06 +0000 2023</td>\n",
              "      <td>1701797879201800315</td>\n",
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              "      <td>https://twitter.com/BertaniKodok/status/170179...</td>\n",
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              "    <tr>\n",
              "      <th>198</th>\n",
              "      <td>Wed Sep 13 02:42:58 +0000 2023</td>\n",
              "      <td>1701788533290303786</td>\n",
              "      <td>@KotaNusantara @erzavindaf @IgoMagaz @Hansunri...</td>\n",
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              "      <td>https://twitter.com/jimbe94127701/status/17017...</td>\n",
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              "    <tr>\n",
              "      <th>199</th>\n",
              "      <td>Wed Sep 13 02:15:34 +0000 2023</td>\n",
              "      <td>1701781637913247878</td>\n",
              "      <td>@KotaNusantara @erzavindaf @IgoMagaz @Hansunri...</td>\n",
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              "      <td>1701726784541352275</td>\n",
              "      <td>CakraBaylor17</td>\n",
              "      <td>https://twitter.com/CakraBaylor17/status/17017...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>200 rows × 12 columns</p>\n",
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              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-c2573248-a91a-43ab-b1e9-656ea8e4a931 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ]
          },
          "metadata": {}
        }
      ],
      "source": [
        "import pandas as pd\n",
        "\n",
        "# Specify the path to your CSV file\n",
        "file_path = f\"tweets-data/{filename}\"\n",
        "\n",
        "# Read the CSV file into a pandas DataFrame\n",
        "df = pd.read_csv(file_path, delimiter=\";\")\n",
        "\n",
        "# Display the DataFrame\n",
        "display(df)"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [],
      "metadata": {
        "id": "jhR487toQQoU"
      }
    },
    {
      "cell_type": "markdown",
      "source": [],
      "metadata": {
        "id": "lAPlQ7H3QQgV"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "id": "eRfDl54waHC4",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "25a0c6bf-5715-4269-9035-8cde6d6eb1a7"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Jumlah tweet dalam dataframe adalah 200.\n"
          ]
        }
      ],
      "source": [
        "# Cek jumlah data yang didapatkan\n",
        "\n",
        "num_tweets = len(df)\n",
        "print(f\"Jumlah tweet dalam dataframe adalah {num_tweets}.\")"
      ]
    }
  ],
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}