633 lines
31 KiB
Text
633 lines
31 KiB
Text
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"import requests\n",
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"import json\n",
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"import prettytable"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"headers = {'Content-type': 'application/json'}\n",
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"data = json.dumps({\"seriesid\": ['CUUR0000SA0','SUUR0000SA0'],\"startyear\":\"2011\", \"endyear\":\"2014\"})\n",
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"p = requests.post('https://api.bls.gov/publicAPI/v2/timeseries/data/', data=data, headers=headers)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"{'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'}"
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]
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},
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"execution_count": 4,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"p.headers"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"'{\"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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Name\":\"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}}'"
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]
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},
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"execution_count": 6,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"p.text"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {},
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"outputs": [],
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"source": [
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"json_data = json.loads(p.text)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"{'Results': {'series': [{'data': [{'footnotes': [{}],\n",
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" 'period': 'M12',\n",
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" 'periodName': 'December',\n",
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" 'value': '134.207',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M11',\n",
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" 'periodName': 'November',\n",
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" 'value': '135.107',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M10',\n",
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" 'periodName': 'October',\n",
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" 'value': '135.891',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M09',\n",
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" 'periodName': 'September',\n",
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" 'value': '136.211',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M08',\n",
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" 'periodName': 'August',\n",
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" 'value': '136.127',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M07',\n",
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" 'periodName': 'July',\n",
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" 'value': '136.392',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M06',\n",
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" 'periodName': 'June',\n",
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" 'value': '136.433',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M05',\n",
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" 'periodName': 'May',\n",
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" 'value': '136.216',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M04',\n",
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" 'periodName': 'April',\n",
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" 'value': '135.771',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M03',\n",
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" 'periodName': 'March',\n",
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" 'value': '135.375',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M02',\n",
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" 'periodName': 'February',\n",
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" 'value': '134.542',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M01',\n",
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" 'periodName': 'January',\n",
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" 'value': '134.017',\n",
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" 'year': '2014'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M12',\n",
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" 'periodName': 'December',\n",
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" 'value': '133.509',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M11',\n",
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" 'periodName': 'November',\n",
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" 'value': '133.596',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M10',\n",
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" 'periodName': 'October',\n",
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" 'value': '133.876',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M09',\n",
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" 'periodName': 'September',\n",
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" 'value': '134.255',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M08',\n",
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" 'periodName': 'August',\n",
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" 'value': '134.098',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M07',\n",
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" 'periodName': 'July',\n",
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" 'value': '133.919',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M06',\n",
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" 'periodName': 'June',\n",
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" 'value': '133.900',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M05',\n",
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" 'periodName': 'May',\n",
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" 'value': '133.626',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M04',\n",
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" 'periodName': 'April',\n",
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" 'value': '133.421',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M03',\n",
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" 'periodName': 'March',\n",
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" 'value': '133.558',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M02',\n",
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" 'periodName': 'February',\n",
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" 'value': '133.204',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M01',\n",
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" 'periodName': 'January',\n",
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" 'value': '132.137',\n",
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" 'year': '2013'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M12',\n",
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" 'periodName': 'December',\n",
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" 'value': '131.770',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M11',\n",
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" 'periodName': 'November',\n",
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" 'value': '132.208',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M10',\n",
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" 'periodName': 'October',\n",
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" 'value': '132.892',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M09',\n",
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" 'periodName': 'September',\n",
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" 'value': '132.988',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M08',\n",
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" 'periodName': 'August',\n",
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" 'value': '132.430',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M07',\n",
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" 'periodName': 'July',\n",
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" 'value': '131.731',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M06',\n",
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" 'periodName': 'June',\n",
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" 'value': '131.956',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M05',\n",
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" 'periodName': 'May',\n",
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" 'value': '132.154',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M04',\n",
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" 'periodName': 'April',\n",
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" 'value': '132.284',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M03',\n",
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" 'periodName': 'March',\n",
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" 'value': '131.905',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M02',\n",
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" 'periodName': 'February',\n",
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" 'value': '130.953',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M01',\n",
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" 'periodName': 'January',\n",
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" 'value': '130.438',\n",
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" 'year': '2012'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M12',\n",
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" 'periodName': 'December',\n",
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" 'value': '129.844',\n",
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" 'year': '2011'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M11',\n",
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" 'periodName': 'November',\n",
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" 'value': '130.196',\n",
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" 'year': '2011'},\n",
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" {'footnotes': [{}],\n",
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" 'period': 'M10',\n",
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" 'periodName': 'October',\n",
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" 'value': '130.373',\n",
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]
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},
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
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"source": [
|
|
"json_data"
|
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]
|
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},
|
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{
|
|
"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,
|
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"metadata": {
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"collapsed": true
|
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},
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|
"outputs": [],
|
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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"language_info": {
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