Created
August 22, 2015 00:11
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% married by per capita, where per capita is defined as an individual > 18 years old.
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| import requests | |
| import json | |
| def test_api(): | |
| state_list = list(range(1, 52)) | |
| key = '76e9012372312829bbfd506cd2b9dcff63c58e75' | |
| params = 'NAME,P0180003,P0100001' | |
| url = 'http://api.census.gov/data/2010/sf1?key={0}&get={1}&for=state:{2}' | |
| state_data = [] | |
| for state in state_list: | |
| r = requests.get(url.format(key, params, str(state).zfill(2))) | |
| if r.text: | |
| data = json.loads(r.text)[1] | |
| state, num_households, total_population_over_18 = (data[0], int(data[1]), int(data[2])) | |
| num_married = num_households * 2 | |
| percentage_married = (num_married / total_population_over_18) * 100 | |
| formed_data = { | |
| 'state': state, | |
| 'number_of_married': num_married, | |
| 'total_population_over_18': total_population_over_18, | |
| 'percentage_married': percentage_married | |
| } | |
| state_data.append(formed_data) | |
| if state_data: | |
| sorted_state_data = sorted(state_data, key=lambda k: k['percentage_married'], reverse=True) | |
| for index, state_data in enumerate(sorted_state_data): | |
| print(index + 1, | |
| state_data['state'], | |
| "{:.2f}%".format(state_data['percentage_married'])) | |
| test_api() |
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In order to run this script, you will need to install the
requestsmodule, viapipor by source. Then runpython census.pyand you'll see the full list of states, ranked by marriage percentage