Json_tweet_data.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "import base64\n",
    "import requests\n",
    "import nltk\n",
    "import re \n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "client_key='Zoa1otApB0HJbmQm47b6kbFN0'\n",
    "client_secret='z9l0UF2mPVoidBXHUKRAdZWhpkcSUB3gtN0e9T3zngOFsifdOR'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# call your two keys: and encode \n",
    "key_secret = '{}:{}'.format(client_key, client_secret).encode('ascii')\n",
    "#use base64 to encode the keys to binary\n",
    "b64_encoded_key = base64.b64encode(key_secret)\n",
    "# convert to ascii\n",
    "b64_encoded_key = b64_encoded_key.decode('ascii')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "base_url = 'https://api.twitter.com/'\n",
    "\n",
    "auth_endpoint = base_url+'oauth2/token'\n",
    "\n",
    "auth_headers = { 'Authorization': 'Basic {}'.format(b64_encoded_key),\n",
    "                'Content-Type': 'application/x-www-form-urlencoded;charset=UTF-8'}\n",
    "\n",
    "auth_data = { 'grant_type': 'client_credentials'}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Post Request:\n",
    "response = requests.post(auth_endpoint, headers=auth_headers, data=auth_data)\n",
    "response.status_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"\\n{'token_type': 'bearer',\\n 'access_token': 'your token will be here'}\\n\""
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "json_data = response.json()\n",
    "\n",
    "# json_data\n",
    "\n",
    "'''\n",
    "{'token_type': 'bearer',\n",
    " 'access_token': 'your token will be here'}\n",
    "'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "access_token = json_data['access_token']\n",
    "\n",
    "# access_token"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get Request:\n",
    "search_headers = {'Authorization': 'Bearer {}'.format(access_token)    \n",
    "}\n",
    "\n",
    "parameters = { 'q': 'climate change',\n",
    "                    'result_type': 'recent',\n",
    "                'count': 50 }\n",
    "\n",
    "search_url = base_url+'1.1/search/tweets.json'\n",
    "\n",
    "response = requests.get(search_url, headers=search_headers, params=parameters)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
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      "RT @ReutersPR: Reuters photographers captured the biggest stories of 2020, from the coronavirus pandemic to the U.S. elections, from Black…\n",
      "\n",
      "RT @ItsBouquet: Excuse me @OECD  ... this man was a particularly dedicated long-term member of one of the Western world's worst climate cha…\n",
      "\n",
      "RT @_BTO: #BOUsci20 @_BTO Director of Science and Chair of the Scientific Programme Committee, Prof James Pearce-Higgins, summarises the co…\n",
      "\n",
      "RT @Nuhu_diyah: you know that the cost of climate change adaptation and mitigation is likely to rise if countries must increase commitment…\n",
      "\n",
      "Make no mistake, the tipping point we are at is NOT climate change. This is bigger and much more life changing than… https://t.co/J7tPabnAP1\n",
      "\n",
      "GIVE EVERY CITIZEN ONE MILLION DOLLARS ON CONDITION THAT THEY GO ON AN UNLIMITED SPENDING SPREE TO FUEL SALES=PROFI… https://t.co/VuqbT72keN\n",
      "\n",
      "RT @WorldOfMarkyD: dear @OECD\n",
      "\n",
      "Mathias Cormann is an IPA member ⚠️ a Far-Right lobbyist group, funded by fossil fuel companies\n",
      "\n",
      "he doesn’t…\n",
      "\n",
      "RT @Love_plants: We couldn't agree more with @TheMontyDon \"There is no garden, however beautiful, that justifies the scale of environmental…\n",
      "\n",
      "RT @TungteeyaU: Environmental sustainability and climate change can be at the top of the list of concerns when debating the African energy…\n",
      "\n",
      "RT @tveitdal: Climate crisis shifting infectious animal diseases from equator to temperate regions, study suggests https://t.co/pkAxB8wshu…\n",
      "\n",
      "RT @isaac_ahasu: Did you know that oil and gas companies that have failed to align their businesses with the Paris Agreement on Climate Cha…\n",
      "\n",
      "RT @oiltraderlondon: #oott there is nothing worse than an ex oil trader sitting in his mansion preaching about climate change\n",
      "\n",
      "RT @outofdate_uk: 🌍 Why do we keep throwing our food away?\n",
      "\n",
      "If we saved the 86,000 lettuces that are wasted each day in UK homes it could d…\n",
      "\n",
      "John Kerry Biden Climate Change Czar said the virus control will be part of Climate Control agenda. Those SOB’s fou… https://t.co/7OHiCKp0gc\n",
      "\n",
      "As per @DiegoFassnacht - “The same guy crashed into the same gate with the same car 6 years ago. Last time there we… https://t.co/ug8opve5wG\n",
      "\n",
      "RT @AngryGranny1: @slpng_giants_oz Don’t forget the best part. Mathias has suddenly discovered climate change WHILST flying around in his t…\n",
      "\n",
      "@GM @mtbarra So Trump loses and now you switch sides, suddenly believing in climate change, rather than taking car… https://t.co/Zx8BtibmeH\n",
      "\n",
      "RT @AEBayley: @AussieRock @BelindaJones68 Yes do! And any response to corman tweets about OECD job, and his failure on climate change to da…\n",
      "\n",
      "RT @Nuhu_diyah: According to the AfDB, 7 out of 10 countries that are most vulnerable to climate change are in Africa.\n",
      "#AfricaOilandGasGove…\n",
      "\n",
      "RT @LindaGrass0: Climate change is a serious problem, not to be underestimated - Here's the annual divergence of global ocean temperature f…\n",
      "\n",
      "RT @carolyndgeiger: @ReverendWarnock @KLoeffler Charles Koch and his super pac are flooding Georgia with cash for David Perdue to make sure…\n",
      "\n",
      "Go ahead, ignore twitter, see where that gets us.\n",
      "\n",
      "Joe Biden is not going to change anything for America, for the c… https://t.co/Zxi33PhvWG\n",
      "\n",
      "RT @RexChapman: Watch former Australian PRime Minister Malcolm Turnbull stuff Paul Kelly into a locker over News Corp's position on climate…\n",
      "\n",
      "@Vinlandmapinfo @Rob_Kimbell Last time i watched it was a group of guests, answering the question in the same way,… https://t.co/DlFUkpg0Vf\n",
      "\n",
      "RT @DrCraigEmerson: This column equates PM Morrison’s interests with the national interest as if they are intrinsically one and the same. W…\n",
      "\n",
      "RT @SChonglais: Monday 23rd of November marks the beginning of Geo Week 2020. To emphasis how important the world and our future is, the Ge…\n",
      "\n",
      "RT @rogermarksmen: @eloarefab Obviously quite a few, but one which could be helpful would be a bit less hot air from BBC and AGW enthusiast…\n",
      "\n",
      "RT @FrankRrrr: Many Indigenous peoples have climate plans and are using solutions to adapt. Are we listening? Time passes. https://t.co/EBE…\n",
      "\n",
      "RT @DrCraigEmerson: This column equates PM Morrison’s interests with the national interest as if they are intrinsically one and the same. W…\n",
      "\n",
      "RT @TIME: Can Joe Biden regain the world's trust on climate change?\n",
      "https://t.co/aHxTmXwHHf\n",
      "\n",
      "RT @AngryGranny1: @slpng_giants_oz Don’t forget the best part. Mathias has suddenly discovered climate change WHILST flying around in his t…\n",
      "\n",
      "RT @Nuhu_diyah: According to the AfDB, 7 out of 10 countries that are most vulnerable to climate change are in Africa.\n",
      "#AfricaOilandGasGove…\n",
      "\n",
      "RT @EdSust: How can the legal profession help tackle climate change? 🌍\n",
      "\n",
      "Two @EdinburghAlumni have founded 'Lawyers for Climate Action Scotl…\n",
      "\n",
      "RT @chamath: The world’s first trillionaire will be made in climate change.\n",
      "\n",
      "RT @merveerdill: 🗣️ “I don’t expect coal to play a key role in Africa’s energy future. Solar is the king of the global electricity markets,…\n",
      "\n",
      "RT @WBG_Climate: Save the date! On Dec 1, a group of experts from around the world will look at 6 universal principles needed to help count…\n",
      "\n",
      "RT @lngglobal: EU drafts deal to upgrade 2030 climate change target next month https://t.co/iTExkUbclo\n",
      "\n",
      "@Stoxxie @markdreyfusQCMP @jaquix173 Mitigating climate change will take an enormous effort. By all means continue… https://t.co/KAcRR62UQx\n",
      "\n",
      "RT @NearlyThere19: Looks like we may finally have some real leadership on climate change, in one of the places where it really matters. htt…\n",
      "\n",
      "RT @isaac_ahasu: Did you know that oil and gas companies that have failed to align their businesses with the Paris Agreement on Climate Cha…\n",
      "\n",
      "RT @BeschlossDC: John Lennon with President-elect Biden’s new climate change czar: https://t.co/Q8bSD1yYmM\n",
      "\n",
      "There are many reasons to be grateful that Joe Biden is going to be the next US President but none is more importan… https://t.co/BRSof79BX9\n",
      "\n",
      "RT @GsanOfficial: Environmental sustainability and climate change can be at the top of the list of concerns when debating the African energ…\n",
      "\n",
      "This entire thread is a balm for my weary soul.\n",
      "\n",
      "Also, I have a PhD and . . .\n",
      "\n",
      ". . .The earth is round. COVID is no… https://t.co/XMSIZO33vk\n",
      "\n",
      "Opinion | Biden and Kerry Must Address the Climate Emergency - The New York Times https://t.co/mZxRwOTOSv\n",
      "\n",
      "RT @ErikSolheim: Meat demand is fuelling deforestation and climate change.\n",
      "Switching to a little bit more vegetarian diet can offset many y…\n",
      "\n",
      "How can the legal profession help tackle climate change? 🌍\n",
      "\n",
      "Two @EdinburghAlumni have founded 'Lawyers for Climate… https://t.co/SZvjmsxKTu\n",
      "\n",
      "RT @BeschlossDC: John Lennon with President-elect Biden’s new climate change czar: https://t.co/Q8bSD1yYmM\n",
      "\n",
      "RT @MShruthee: India is the only country among G-20 nations that is on track to meet its climate change mitigation commitments of 2 degrees…\n",
      "\n",
      "@IvankaTrump Since when do you care about CO2 emissions? I thought climate change was HOAX!!? You’re such a joke.\n",
      "\n"
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