{ "metadata": { "name": "", "signature": "sha256:4e68eff52f76d7ed9d023449f4f55936b8f7f00ccbb89f10bae9da909cde2a9b" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": [ "!pip install tweepy" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Requirement already satisfied (use --upgrade to upgrade): tweepy in /home/fool/anaconda/lib/python2.7/site-packages\r\n", "Cleaning up...\r\n" ] } ], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The goal of this notebook is to create a streaming plot of twitter data, a la: http://continuum.io/blog/painless_streaming_plots_w_bokeh\n", "\n", "If you do a good job dealing with the firehose, you can then use your infrastructure to build something cool like: http://www.emojitracker.com/\n", "\n", "I have given you some of the code to get a stream from twitter, you do the rest :). " ] }, { "cell_type": "code", "collapsed": false, "input": [ "# Stolen from https://github.com/tweepy/tweepy/blob/master/examples/streaming.py\n", "\n", "from tweepy.streaming import StreamListener\n", "from tweepy import OAuthHandler\n", "from tweepy import Stream\n", "\n", "# NOTE: IT IS TERRIBLE PRACTICE TO ADD SECRET KEYS TO PUBLIC REPOS. \n", "# It makes sense for a test account in the context of this class, but almost nowhere else... don't do this.\n", "\n", "# Go to http://dev.twitter.com and create an app.\n", "# The consumer key and secret will be generated for you after\n", "consumer_key=\"6KoJEsgyFqvjpdstY4nC01mtA\"\n", "consumer_secret=\"cNstALzQMaVumYH0fdxStJ1xdu4nfrxctxswFKiXuN4RdKFLeX\"\n", "\n", "# After the step above, you will be redirected to your app's page.\n", "# Create an access token under the the \"Your access token\" section\n", "access_token=\"1482851370-VehH5dro4dlIzw2YUvQfXG3a0AifzwazcGvikna\"\n", "access_token_secret=\"oeqwHeBE4IF6jlLpyRqNzIPYZWEMIFlvcdpiXLBIdltzg\"\n", "\n", "class StdOutListener(StreamListener):\n", " \"\"\" A listener handles tweets are the received from the stream.\n", " This is a basic listener that just prints received tweets to stdout.\n", "\n", " \"\"\"\n", " def on_data(self, data):\n", " # You'll want to change this part to make things buffer\n", " print data\n", " return True\n", "\n", " def on_error(self, status):\n", " print status\n", "\n", "if __name__ == '__main__':\n", " l = StdOutListener()\n", " auth = OAuthHandler(consumer_key, consumer_secret)\n", " auth.set_access_token(access_token, access_token_secret)\n", "\n", " stream = Stream(auth, l)\n", " stream.filter(track=['basketball'])" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "{\"created_at\":\"Tue Aug 12 04:28:27 +0000 2014\",\"id\":499049752575873024,\"id_str\":\"499049752575873024\",\"text\":\"Today i learned that i am really really REALLY bad at basketball.\",\"source\":\"\\u003ca href=\\\"http:\\/\\/www.handmark.com\\\" rel=\\\"nofollow\\\"\\u003eTweetCaster for iOS\\u003c\\/a\\u003e\",\"truncated\":false,\"in_reply_to_status_id\":null,\"in_reply_to_status_id_str\":null,\"in_reply_to_user_id\":null,\"in_reply_to_user_id_str\":null,\"in_reply_to_screen_name\":null,\"user\":{\"id\":413370551,\"id_str\":\"413370551\",\"name\":\"Tiffany J. 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317\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 318\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdisconnect\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m/home/fool/anaconda/lib/python2.7/site-packages/tweepy/streaming.pyc\u001b[0m in \u001b[0;36m_start\u001b[1;34m(self, async)\u001b[0m\n\u001b[0;32m 235\u001b[0m \u001b[0mThread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mtarget\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_run\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 236\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 237\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_run\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 238\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 239\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mon_closed\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresp\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m/home/fool/anaconda/lib/python2.7/site-packages/tweepy/streaming.pyc\u001b[0m in \u001b[0;36m_run\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 171\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msnooze_time\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msnooze_time_step\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 172\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlistener\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mon_connect\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 173\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_read_loop\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mresp\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 174\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mssl\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mSSLError\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mexc\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 175\u001b[0m \u001b[1;31m# If it's not time out treat it like any other exception\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m/home/fool/anaconda/lib/python2.7/site-packages/tweepy/streaming.pyc\u001b[0m in \u001b[0;36m_read_loop\u001b[1;34m(self, resp)\u001b[0m\n\u001b[0;32m 212\u001b[0m \u001b[0mc\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m'\\n'\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 213\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[0mc\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;34m'\\n'\u001b[0m \u001b[1;32mand\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrunning\u001b[0m \u001b[1;32mand\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mresp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0misclosed\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 214\u001b[1;33m \u001b[0mc\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mresp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 215\u001b[0m \u001b[0mdelimited_string\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mc\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 216\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m/home/fool/anaconda/lib/python2.7/httplib.pyc\u001b[0m in \u001b[0;36mread\u001b[1;34m(self, amt)\u001b[0m\n\u001b[0;32m 541\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 542\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mchunked\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 543\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_read_chunked\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mamt\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 544\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 545\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mamt\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m/home/fool/anaconda/lib/python2.7/httplib.pyc\u001b[0m in \u001b[0;36m_read_chunked\u001b[1;34m(self, amt)\u001b[0m\n\u001b[0;32m 583\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[0mTrue\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 584\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mchunk_left\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 585\u001b[1;33m \u001b[0mline\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreadline\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m_MAXLINE\u001b[0m \u001b[1;33m+\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 586\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mline\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m>\u001b[0m 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477\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0merror\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 478\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m==\u001b[0m \u001b[0mEINTR\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m/home/fool/anaconda/lib/python2.7/ssl.pyc\u001b[0m in \u001b[0;36mrecv\u001b[1;34m(self, buflen, flags)\u001b[0m\n\u001b[0;32m 244\u001b[0m \u001b[1;34m\"non-zero flags not allowed in calls to recv() on %s\"\u001b[0m \u001b[1;33m%\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 245\u001b[0m self.__class__)\n\u001b[1;32m--> 246\u001b[1;33m \u001b[1;32mreturn\u001b[0m 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