linuq-python-web-scraping-9.../BLS.ipynb

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2017-12-17 06:02:37 +00:00
{
"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
]
},
"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": {
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]
},
"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": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
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"language_info": {
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