Created
August 7, 2014 11:37
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Fetch Data from the ONS-API as JSON STAT then turn that into a set of simple numbers
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#! /usr/bin/env python | |
import json | |
import requests | |
def process(obj, ds): | |
data = {} | |
values = obj[ds]['value'] | |
index = obj[ds]['dimension'][obj[ds]['dimension']['id'][1]]['category']['index'] | |
labels = obj[ds]['dimension'][obj[ds]['dimension']['id'][1]]['category']['label'] | |
for l in labels: | |
num = index[l] | |
count = values[str(num)] | |
data[labels[l]] = count | |
return data | |
def getdata(dataset, geog_code): | |
baseurl = "http://data.ons.gov.uk/ons/api/data/dataset/" | |
payload = {'apikey': apikey, 'context': 'Census', 'geog' : '2011WARDH', 'dm/2011WARDH' : geog_code, 'totals' : 'false', 'jsontype' : 'json-stat' } | |
r = requests.get(baseurl+"/"+dataset+".json", params=payload) | |
obj = json.loads(r.text) | |
return obj | |
apikey = "XXXXXXXX" | |
dataset = "QS104EW" # Gender Split | |
geog_code = "K04000001" #England & Wales | |
jsonstat = getdata(dataset, geog_code) | |
process(jsonstat, dataset) | |
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