{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import json\n",
    "import prettytable"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "headers = {'Content-type': 'application/json'}\n",
    "data = json.dumps({\"seriesid\": ['CUUR0000SA0','SUUR0000SA0'],\"startyear\":\"2011\", \"endyear\":\"2014\"})\n",
    "p = requests.post('https://api.bls.gov/publicAPI/v2/timeseries/data/', data=data, headers=headers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Date': 'Sat, 09 Dec 2017 18:37:00 GMT', 'Strict-Transport-Security': 'max-age=31536000; includeSubdomains;', 'Set-Cookie': 'JSESSIONID=221353A17A38C985D55C35C2FE5AF9D3; Version=1; Path=\"/publicAPI/\"; Secure; HttpOnly', 'Content-Type': 'application/json', 'Content-Length': '8624', 'Keep-Alive': 'timeout=5, max=100', 'Connection': 'Keep-Alive'}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p.headers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'{\"status\":\"REQUEST_SUCCEEDED\",\"responseTime\":70,\"message\":[],\"Results\":{\\n\"series\":\\n[{\"seriesID\":\"SUUR0000SA0\",\"data\":[{\"year\":\"2014\",\"period\":\"M12\",\"periodName\":\"December\",\"value\":\"134.207\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M11\",\"periodName\":\"November\",\"value\":\"135.107\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M10\",\"periodName\":\"October\",\"value\":\"135.891\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M09\",\"periodName\":\"September\",\"value\":\"136.211\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M08\",\"periodName\":\"August\",\"value\":\"136.127\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M07\",\"periodName\":\"July\",\"value\":\"136.392\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M06\",\"periodName\":\"June\",\"value\":\"136.433\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M05\",\"periodName\":\"May\",\"value\":\"136.216\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M04\",\"periodName\":\"April\",\"value\":\"135.771\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M03\",\"periodName\":\"March\",\"value\":\"135.375\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M02\",\"periodName\":\"February\",\"value\":\"134.542\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M01\",\"periodName\":\"January\",\"value\":\"134.017\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M12\",\"periodName\":\"December\",\"value\":\"133.509\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M11\",\"periodName\":\"November\",\"value\":\"133.596\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M10\",\"periodName\":\"October\",\"value\":\"133.876\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M09\",\"periodName\":\"September\",\"value\":\"134.255\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M08\",\"periodName\":\"August\",\"value\":\"134.098\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M07\",\"periodName\":\"July\",\"value\":\"133.919\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M06\",\"periodName\":\"June\",\"value\":\"133.900\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M05\",\"periodName\":\"May\",\"value\":\"133.626\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M04\",\"periodName\":\"April\",\"value\":\"133.421\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M03\",\"periodName\":\"March\",\"value\":\"133.558\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M02\",\"periodName\":\"February\",\"value\":\"133.204\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M01\",\"periodName\":\"January\",\"value\":\"132.137\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M12\",\"periodName\":\"December\",\"value\":\"131.770\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M11\",\"periodName\":\"November\",\"value\":\"132.208\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M10\",\"periodName\":\"October\",\"value\":\"132.892\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M09\",\"periodName\":\"September\",\"value\":\"132.988\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M08\",\"periodName\":\"August\",\"value\":\"132.430\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M07\",\"periodName\":\"July\",\"value\":\"131.731\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M06\",\"periodName\":\"June\",\"value\":\"131.956\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M05\",\"periodName\":\"May\",\"value\":\"132.154\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M04\",\"periodName\":\"April\",\"value\":\"132.284\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M03\",\"periodName\":\"March\",\"value\":\"131.905\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M02\",\"periodName\":\"February\",\"value\":\"130.953\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M01\",\"periodName\":\"January\",\"value\":\"130.438\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M12\",\"periodName\":\"December\",\"value\":\"129.844\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M11\",\"periodName\":\"November\",\"value\":\"130.196\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M10\",\"periodName\":\"October\",\"value\":\"130.373\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M09\",\"periodName\":\"September\",\"value\":\"130.635\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M08\",\"periodName\":\"August\",\"value\":\"130.351\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M07\",\"periodName\":\"July\",\"value\":\"129.983\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M06\",\"periodName\":\"June\",\"value\":\"129.846\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M05\",\"periodName\":\"May\",\"value\":\"129.999\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M04\",\"periodName\":\"April\",\"value\":\"129.483\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M03\",\"periodName\":\"March\",\"value\":\"128.585\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M02\",\"periodName\":\"February\",\"value\":\"127.363\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M01\",\"periodName\":\"January\",\"value\":\"126.778\",\"footnotes\":[{}]}]},\\n{\"seriesID\":\"CUUR0000SA0\",\"data\":[{\"year\":\"2014\",\"period\":\"M12\",\"periodName\":\"December\",\"value\":\"234.812\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M11\",\"periodName\":\"November\",\"value\":\"236.151\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M10\",\"periodName\":\"October\",\"value\":\"237.433\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M09\",\"periodName\":\"September\",\"value\":\"238.031\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M08\",\"periodName\":\"August\",\"value\":\"237.852\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M07\",\"periodName\":\"July\",\"value\":\"238.250\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M06\",\"periodName\":\"June\",\"value\":\"238.343\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M05\",\"periodName\":\"May\",\"value\":\"237.900\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M04\",\"periodName\":\"April\",\"value\":\"237.072\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M03\",\"periodName\":\"March\",\"value\":\"236.293\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M02\",\"periodName\":\"February\",\"value\":\"234.781\",\"footnotes\":[{}]},{\"year\":\"2014\",\"period\":\"M01\",\"periodName\":\"January\",\"value\":\"233.916\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M12\",\"periodName\":\"December\",\"value\":\"233.049\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M11\",\"periodName\":\"November\",\"value\":\"233.069\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M10\",\"periodName\":\"October\",\"value\":\"233.546\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M09\",\"periodName\":\"September\",\"value\":\"234.149\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M08\",\"periodName\":\"August\",\"value\":\"233.877\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M07\",\"periodName\":\"July\",\"value\":\"233.596\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M06\",\"periodName\":\"June\",\"value\":\"233.504\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M05\",\"periodName\":\"May\",\"value\":\"232.945\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M04\",\"periodName\":\"April\",\"value\":\"232.531\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M03\",\"periodName\":\"March\",\"value\":\"232.773\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M02\",\"periodName\":\"February\",\"value\":\"232.166\",\"footnotes\":[{}]},{\"year\":\"2013\",\"period\":\"M01\",\"periodName\":\"January\",\"value\":\"230.280\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M12\",\"periodName\":\"December\",\"value\":\"229.601\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M11\",\"periodName\":\"November\",\"value\":\"230.221\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M10\",\"periodName\":\"October\",\"value\":\"231.317\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M09\",\"periodName\":\"September\",\"value\":\"231.407\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M08\",\"periodName\":\"August\",\"value\":\"230.379\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M07\",\"periodName\":\"July\",\"value\":\"229.104\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M06\",\"periodName\":\"June\",\"value\":\"229.478\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M05\",\"periodName\":\"May\",\"value\":\"229.815\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M04\",\"periodName\":\"April\",\"value\":\"230.085\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M03\",\"periodName\":\"March\",\"value\":\"229.392\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M02\",\"periodName\":\"February\",\"value\":\"227.663\",\"footnotes\":[{}]},{\"year\":\"2012\",\"period\":\"M01\",\"periodName\":\"January\",\"value\":\"226.665\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M12\",\"periodName\":\"December\",\"value\":\"225.672\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M11\",\"periodName\":\"November\",\"value\":\"226.230\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M10\",\"periodName\":\"October\",\"value\":\"226.421\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M09\",\"periodName\":\"September\",\"value\":\"226.889\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M08\",\"periodName\":\"August\",\"value\":\"226.545\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M07\",\"periodName\":\"July\",\"value\":\"225.922\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M06\",\"periodName\":\"June\",\"value\":\"225.722\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M05\",\"periodName\":\"May\",\"value\":\"225.964\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M04\",\"periodName\":\"April\",\"value\":\"224.906\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M03\",\"periodName\":\"March\",\"value\":\"223.467\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M02\",\"periodName\":\"February\",\"value\":\"221.309\",\"footnotes\":[{}]},{\"year\":\"2011\",\"period\":\"M01\",\"periodName\":\"January\",\"value\":\"220.223\",\"footnotes\":[{}]}]}]\\n}}'"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p.text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "json_data = json.loads(p.text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Results': {'series': [{'data': [{'footnotes': [{}],\n",
       "      'period': 'M12',\n",
       "      'periodName': 'December',\n",
       "      'value': '134.207',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M11',\n",
       "      'periodName': 'November',\n",
       "      'value': '135.107',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M10',\n",
       "      'periodName': 'October',\n",
       "      'value': '135.891',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M09',\n",
       "      'periodName': 'September',\n",
       "      'value': '136.211',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M08',\n",
       "      'periodName': 'August',\n",
       "      'value': '136.127',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M07',\n",
       "      'periodName': 'July',\n",
       "      'value': '136.392',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M06',\n",
       "      'periodName': 'June',\n",
       "      'value': '136.433',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M05',\n",
       "      'periodName': 'May',\n",
       "      'value': '136.216',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M04',\n",
       "      'periodName': 'April',\n",
       "      'value': '135.771',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M03',\n",
       "      'periodName': 'March',\n",
       "      'value': '135.375',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M02',\n",
       "      'periodName': 'February',\n",
       "      'value': '134.542',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M01',\n",
       "      'periodName': 'January',\n",
       "      'value': '134.017',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M12',\n",
       "      'periodName': 'December',\n",
       "      'value': '133.509',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M11',\n",
       "      'periodName': 'November',\n",
       "      'value': '133.596',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M10',\n",
       "      'periodName': 'October',\n",
       "      'value': '133.876',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M09',\n",
       "      'periodName': 'September',\n",
       "      'value': '134.255',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M08',\n",
       "      'periodName': 'August',\n",
       "      'value': '134.098',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M07',\n",
       "      'periodName': 'July',\n",
       "      'value': '133.919',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M06',\n",
       "      'periodName': 'June',\n",
       "      'value': '133.900',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M05',\n",
       "      'periodName': 'May',\n",
       "      'value': '133.626',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M04',\n",
       "      'periodName': 'April',\n",
       "      'value': '133.421',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M03',\n",
       "      'periodName': 'March',\n",
       "      'value': '133.558',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M02',\n",
       "      'periodName': 'February',\n",
       "      'value': '133.204',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M01',\n",
       "      'periodName': 'January',\n",
       "      'value': '132.137',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M12',\n",
       "      'periodName': 'December',\n",
       "      'value': '131.770',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M11',\n",
       "      'periodName': 'November',\n",
       "      'value': '132.208',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M10',\n",
       "      'periodName': 'October',\n",
       "      'value': '132.892',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M09',\n",
       "      'periodName': 'September',\n",
       "      'value': '132.988',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M08',\n",
       "      'periodName': 'August',\n",
       "      'value': '132.430',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M07',\n",
       "      'periodName': 'July',\n",
       "      'value': '131.731',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M06',\n",
       "      'periodName': 'June',\n",
       "      'value': '131.956',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M05',\n",
       "      'periodName': 'May',\n",
       "      'value': '132.154',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M04',\n",
       "      'periodName': 'April',\n",
       "      'value': '132.284',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M03',\n",
       "      'periodName': 'March',\n",
       "      'value': '131.905',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M02',\n",
       "      'periodName': 'February',\n",
       "      'value': '130.953',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M01',\n",
       "      'periodName': 'January',\n",
       "      'value': '130.438',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M12',\n",
       "      'periodName': 'December',\n",
       "      'value': '129.844',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M11',\n",
       "      'periodName': 'November',\n",
       "      'value': '130.196',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M10',\n",
       "      'periodName': 'October',\n",
       "      'value': '130.373',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M09',\n",
       "      'periodName': 'September',\n",
       "      'value': '130.635',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M08',\n",
       "      'periodName': 'August',\n",
       "      'value': '130.351',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M07',\n",
       "      'periodName': 'July',\n",
       "      'value': '129.983',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M06',\n",
       "      'periodName': 'June',\n",
       "      'value': '129.846',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M05',\n",
       "      'periodName': 'May',\n",
       "      'value': '129.999',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M04',\n",
       "      'periodName': 'April',\n",
       "      'value': '129.483',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M03',\n",
       "      'periodName': 'March',\n",
       "      'value': '128.585',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M02',\n",
       "      'periodName': 'February',\n",
       "      'value': '127.363',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M01',\n",
       "      'periodName': 'January',\n",
       "      'value': '126.778',\n",
       "      'year': '2011'}],\n",
       "    'seriesID': 'SUUR0000SA0'},\n",
       "   {'data': [{'footnotes': [{}],\n",
       "      'period': 'M12',\n",
       "      'periodName': 'December',\n",
       "      'value': '234.812',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M11',\n",
       "      'periodName': 'November',\n",
       "      'value': '236.151',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M10',\n",
       "      'periodName': 'October',\n",
       "      'value': '237.433',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M09',\n",
       "      'periodName': 'September',\n",
       "      'value': '238.031',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M08',\n",
       "      'periodName': 'August',\n",
       "      'value': '237.852',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M07',\n",
       "      'periodName': 'July',\n",
       "      'value': '238.250',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M06',\n",
       "      'periodName': 'June',\n",
       "      'value': '238.343',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M05',\n",
       "      'periodName': 'May',\n",
       "      'value': '237.900',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M04',\n",
       "      'periodName': 'April',\n",
       "      'value': '237.072',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M03',\n",
       "      'periodName': 'March',\n",
       "      'value': '236.293',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M02',\n",
       "      'periodName': 'February',\n",
       "      'value': '234.781',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M01',\n",
       "      'periodName': 'January',\n",
       "      'value': '233.916',\n",
       "      'year': '2014'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M12',\n",
       "      'periodName': 'December',\n",
       "      'value': '233.049',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M11',\n",
       "      'periodName': 'November',\n",
       "      'value': '233.069',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M10',\n",
       "      'periodName': 'October',\n",
       "      'value': '233.546',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M09',\n",
       "      'periodName': 'September',\n",
       "      'value': '234.149',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M08',\n",
       "      'periodName': 'August',\n",
       "      'value': '233.877',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M07',\n",
       "      'periodName': 'July',\n",
       "      'value': '233.596',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M06',\n",
       "      'periodName': 'June',\n",
       "      'value': '233.504',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M05',\n",
       "      'periodName': 'May',\n",
       "      'value': '232.945',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M04',\n",
       "      'periodName': 'April',\n",
       "      'value': '232.531',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M03',\n",
       "      'periodName': 'March',\n",
       "      'value': '232.773',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M02',\n",
       "      'periodName': 'February',\n",
       "      'value': '232.166',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M01',\n",
       "      'periodName': 'January',\n",
       "      'value': '230.280',\n",
       "      'year': '2013'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M12',\n",
       "      'periodName': 'December',\n",
       "      'value': '229.601',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M11',\n",
       "      'periodName': 'November',\n",
       "      'value': '230.221',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M10',\n",
       "      'periodName': 'October',\n",
       "      'value': '231.317',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M09',\n",
       "      'periodName': 'September',\n",
       "      'value': '231.407',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M08',\n",
       "      'periodName': 'August',\n",
       "      'value': '230.379',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M07',\n",
       "      'periodName': 'July',\n",
       "      'value': '229.104',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M06',\n",
       "      'periodName': 'June',\n",
       "      'value': '229.478',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M05',\n",
       "      'periodName': 'May',\n",
       "      'value': '229.815',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M04',\n",
       "      'periodName': 'April',\n",
       "      'value': '230.085',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M03',\n",
       "      'periodName': 'March',\n",
       "      'value': '229.392',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M02',\n",
       "      'periodName': 'February',\n",
       "      'value': '227.663',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M01',\n",
       "      'periodName': 'January',\n",
       "      'value': '226.665',\n",
       "      'year': '2012'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M12',\n",
       "      'periodName': 'December',\n",
       "      'value': '225.672',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M11',\n",
       "      'periodName': 'November',\n",
       "      'value': '226.230',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M10',\n",
       "      'periodName': 'October',\n",
       "      'value': '226.421',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M09',\n",
       "      'periodName': 'September',\n",
       "      'value': '226.889',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M08',\n",
       "      'periodName': 'August',\n",
       "      'value': '226.545',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M07',\n",
       "      'periodName': 'July',\n",
       "      'value': '225.922',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M06',\n",
       "      'periodName': 'June',\n",
       "      'value': '225.722',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M05',\n",
       "      'periodName': 'May',\n",
       "      'value': '225.964',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M04',\n",
       "      'periodName': 'April',\n",
       "      'value': '224.906',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M03',\n",
       "      'periodName': 'March',\n",
       "      'value': '223.467',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M02',\n",
       "      'periodName': 'February',\n",
       "      'value': '221.309',\n",
       "      'year': '2011'},\n",
       "     {'footnotes': [{}],\n",
       "      'period': 'M01',\n",
       "      'periodName': 'January',\n",
       "      'value': '220.223',\n",
       "      'year': '2011'}],\n",
       "    'seriesID': 'CUUR0000SA0'}]},\n",
       " 'message': [],\n",
       " 'responseTime': 70,\n",
       " 'status': 'REQUEST_SUCCEEDED'}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "json_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "for series in json_data['Results']['series']:\n",
    "    x=prettytable.PrettyTable([\"series id\",\"year\",\"period\",\"value\",\"footnotes\"])\n",
    "    seriesId = series['seriesID']\n",
    "    for item in series['data']:\n",
    "        year = item['year']\n",
    "        period = item['period']\n",
    "        value = item['value']\n",
    "        footnotes=\"\"\n",
    "        for footnote in item['footnotes']:\n",
    "            if footnote:\n",
    "                footnotes = footnotes + footnote['text'] + ','\n",
    "        if 'M01' <= period <= 'M12':\n",
    "            x.add_row([seriesId,year,period,value,footnotes[0:-1]])\n",
    "    output = open(seriesId + '.txt','w')\n",
    "    output.write (x.get_string())\n",
    "    output.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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