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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "List of services:\n",
+    "* [Sentiment140](http://www.sentiment140.com/)\n",
+    "* AlchemyAPI\n",
+    "* [Free Natural Language Processing Service](https://www.mashape.com/loudelement/free-natural-language-processing-service)\n",
+    "* [Daedalus' service]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [],
+   "source": [
+    "from secret import *"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Free Natural Language Processing Service\n",
+    "========================================\n",
+    "\n",
+    "* https://loudelement-free-natural-language-processing-service.p.mashape.com/nlp-text/\n",
+    "* Method: POST\n",
+    "* Parameters:\n",
+    "    * text: Text to be analysed\n",
+    "* Headers:\n",
+    "    * X-Mashape-Key: Your Mashape Key\n",
+    "\n",
+    "Example output:\n",
+    "\n",
+    "```json\n",
+    "{\n",
+    "  \"api-author\": \"Taewook Kang (taewook.kang@gmail.com)\",\n",
+    "  \"api-usage\": \"completely free as long as you give me credit somewhere on your website.\",\n",
+    "  \"status\": \"OK\",\n",
+    "  \"language\": \"english\",\n",
+    "  \"sentiment-text\": \"negative\",\n",
+    "  \"sentiment-score\": \"-0.171441\"\n",
+    "}\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "SENTIMENT140\n",
+    "=============\n",
+    "\n",
+    "* http://www.sentiment140.com/api/bulkClassifyJson\n",
+    "* Method: POST\n",
+    "* Parameters: JSON Object (that is copied to the result)\n",
+    "    * text\n",
+    "    * query\n",
+    "    * language\n",
+    "    * topic\n",
+    "\n",
+    "* Example response:\n",
+    "```json\n",
+    "{\"data\": [{\"text\": \"I love Titanic.\", \"id\":1234, \"polarity\": 4}, \n",
+    "          {\"text\": \"I hate Titanic.\", \"id\":4567, \"polarity\": 0}]}\n",
+    "```\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'data': [{'meta': {'language': 'en'},\n",
+       "   'polarity': 4,\n",
+       "   'text': 'I love Titanic'}]}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "res = requests.post(\"http://www.sentiment140.com/api/bulkClassifyJson\", json.dumps({\"data\": [{\"text\": \"I love Titanic\"}]}))\n",
+    "res.json()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Free Natural Language Processing\n",
+    "================================\n",
+    "* https://loudelement-free-natural-language-processing-service.p.mashape.com/nlp-text/\n",
+    "* Method: GET\n",
+    "* Parameters\n",
+    "    * text: Text to be analysed\n",
+    "* Headers\n",
+    "    * X-Mashape-Key: Mashape key\n",
+    "    \n",
+    "* Example response:\n",
+    "```json\n",
+    "{\n",
+    "  \"api-author\": \"Taewook Kang (taewook.kang@gmail.com)\",\n",
+    "  \"api-usage\": \"completely free as long as you give me credit somewhere on your website.\",\n",
+    "  \"status\": \"OK\",\n",
+    "  \"language\": \"english\",\n",
+    "  \"sentiment-text\": \"negative\",\n",
+    "  \"sentiment-score\": \"-0.171441\"\n",
+    "}\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'message': 'Invalid Mashape Key'}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "res = requests.get(\"https://loudelement-free-natural-language-processing-service.p.mashape.com/nlp-text/\", headers={\"x-mashape-key\": MASHAPE_KEY}, params={\"text\": \"I hate Titanic\"})\n",
+    "res.json()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Alchemy API\n",
+    "===========\n",
+    "\n",
+    "* http://access.alchemyapi.com/calls/text/TextGetTextSentiment\n",
+    "* Parameters\n",
+    "    * apikey: your alchemy API key\n",
+    "    * outputMode: xml (default), json, rdf\n",
+    "    * showSourceText: 0 (default)/ 1 (include the original text in the response)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'docSentiment': {'score': '-0.871736', 'type': 'negative'},\n",
+       " 'language': 'english',\n",
+       " 'status': 'OK',\n",
+       " 'text': 'I hate Titanic',\n",
+       " 'totalTransactions': '1',\n",
+       " 'usage': 'By accessing AlchemyAPI or using information generated by AlchemyAPI, you are agreeing to be bound by the AlchemyAPI Terms of Use: http://www.alchemyapi.com/company/terms.html'}"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ALCHEMY_TOKEN = ALCHEMY_TOKEN\n",
+    "res = requests.get(\"http://access.alchemyapi.com/calls/text/TextGetTextSentiment\", params={\"text\": \"I hate Titanic\", \"apikey\": ALCHEMY_TOKEN, \"outputMode\": \"json\", \"showSourceText\": 1})\n",
+    "res.json()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "collapsed": false
+   },
+   "source": [
+    "# Daedalus"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<iframe src=\"https://www.meaningcloud.com/developer/sentiment-analysis/doc/2.1/response\" width=1000 height=350></iframe>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%%HTML\n",
+    "<iframe src=\"https://www.meaningcloud.com/developer/sentiment-analysis/doc/2.1/response\" width=1000 height=350></iframe>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{\"status\":{\"code\":\"0\",\"msg\":\"OK\",\"credits\":\"1\",\"remaining_credits\":\"39999\"},\"model\":\"general_en\",\"score_tag\":\"N\",\"agreement\":\"AGREEMENT\",\"subjectivity\":\"SUBJECTIVE\",\"confidence\":\"100\",\"irony\":\"NONIRONIC\",\"sentence_list\":[{\"text\":\"I hate Titanic\",\"inip\":\"0\",\"endp\":\"13\",\"bop\":\"y\",\"confidence\":\"100\",\"score_tag\":\"N\",\"agreement\":\"AGREEMENT\",\"segment_list\":[{\"text\":\"I hate Titanic\",\"segment_type\":\"main\",\"inip\":\"0\",\"endp\":\"13\",\"confidence\":\"100\",\"score_tag\":\"N\",\"agreement\":\"AGREEMENT\",\"polarity_term_list\":[{\"text\":\"hate\",\"inip\":\"2\",\"endp\":\"5\",\"confidence\":\"100\",\"score_tag\":\"N\",\"sentimented_entity_list\":[{\"form\":\"Titanic\",\"id\":\"04d28e668d\",\"variant\":\"Titanic\",\"inip\":\"7\",\"endp\":\"13\",\"type\":\"Top>Product>Machine>Vehicle>Ship\",\"score_tag\":\"N\"}]}]}],\"sentimented_entity_list\":[{\"form\":\"Titanic\",\"id\":\"04d28e668d\",\"type\":\"Top>Product>Machine>Vehicle>Ship\",\"score_tag\":\"N\"}],\"sentimented_concept_list\":[]}],\"sentimented_entity_list\":[{\"form\":\"Titanic\",\"id\":\"04d28e668d\",\"type\":\"Top>Product>Machine>Vehicle>Ship\",\"score_tag\":\"N\"}],\"sentimented_concept_list\":[]}\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'N'"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import time\n",
+    "import ratelim\n",
+    "\n",
+    "from ipywidgets import FloatProgress\n",
+    "from IPython.display import display\n",
+    "\n",
+    "@ratelim.patient(2,1)\n",
+    "def get_one_sentiment_daedalus(txt):\n",
+    "    model = 'general' # general_es / general_es / general_fr\n",
+    "    api = 'http://api.meaningcloud.com/sentiment-2.1'\n",
+    "    parameters = {'key': DAEDALUS_KEY,\n",
+    "                  'model': model,\n",
+    "                  'lang': 'en',\n",
+    "                  'of': 'json',\n",
+    "                  'txt': txt,\n",
+    "                  'src': 'its-not-a-real-python-sdk'}\n",
+    "    r = requests.post(api, params=parameters)\n",
+    "    print(r.text)\n",
+    "    return r.json().get('score_tag', None)\n",
+    "\n",
+    "get_one_sentiment_daedalus('I hate Titanic')"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "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": "3.5.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}