twitter-unfollow.ipynb

twitter-unfollow.ipynb

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    "<a href=\"https://colab.research.google.com/gist/svpino/d7312c82162f093a4cb55e76b9805437/twitter-unfollow.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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   "cell_type": "code",
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   "metadata": {
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    "colab_type": "code",
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   "source": [
    "import os\n",
    "import tweepy\n",
    "import pandas as pd\n",
    "from datetime import datetime, timedelta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "id": "EE7qH-Vdes0w"
   },
   "outputs": [],
   "source": [
    "API_KEY = \"YOUR API KEY GOES HERE\"\n",
    "API_KEY_SECRET = \"YOUR API KEY SECRET GOES HERE\"\n",
    "ACCESS_TOKEN = \"YOUR ACCESS TOKEN GOES HERE\"\n",
    "ACCESS_TOKEN_SECRET = \"YOUR ACCESS TOKEN SECRET GOES HERE\"\n",
    "\n",
    "USER = \"YOUR USER GOES HERE\"\n",
    "\n",
    "# Any user you are following that hasn't posted during the \n",
    "# last DAYS_WITHOUT_ACTIVITY days will be unfolled.\n",
    "DAYS_WITHOUT_ACTIVITY = 60\n",
    "\n",
    "# Any user that posts less than once every 5 days will be\n",
    "# unfollowed. \n",
    "DAILY_TWEET_FREQUENCY = 1. / 5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "id": "EMCouEuHhUxO"
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   "outputs": [],
   "source": [
    "auth = tweepy.OAuthHandler(API_KEY, API_KEY_SECRET)\n",
    "auth.set_access_token(ACCESS_TOKEN, ACCESS_TOKEN_SECRET)\n",
    "api = tweepy.API(auth, wait_on_rate_limit=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {
    "colab": {},
    "colab_type": "code",
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   "source": [
    "threshold = datetime.now() - timedelta(days=DAYS_WITHOUT_ACTIVITY)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "id": "WydohrPBh8JM"
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   "outputs": [],
   "source": [
    "count = 0\n",
    "data = []\n",
    "for user in api.friends_ids(USER):\n",
    "    status = api.user_timeline(user, count=100)\n",
    "    if(len(status) > 0):\n",
    "        span = ((status[0].created_at - status[-1].created_at).days)\n",
    "        frequency = (len(status) / span) if span > 0 else None\n",
    "  \n",
    "        if status[0].created_at < threshold or (frequency is not None and frequency < DAILY_TWEET_FREQUENCY):\n",
    "            print(f\"Unfollowing @{status[0].user.screen_name} ({status[0].user.name}). Last status update on {status[0].created_at}. Frequency: {frequency:.2f}\")\n",
    "            api.destroy_friendship(user)\n",
    "            count += 1\n",
    "\n",
    "print(f\"You just unfollowed {count} accounts. @{USER} is now following {len(api.friends_ids(USER))}.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
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    "colab_type": "code",
    "id": "7qCcjkHi1nrT"
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