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List the Top 5 States in a csv from Zip_Codes
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import csv | |
import json | |
from sys import argv | |
import requests | |
base_request = 'http://api.zippopotam.us/us/' | |
# import the zip codes you will be looking for | |
with open(argv[1], 'r') as f: | |
reader = csv.reader(f) | |
zipcodes = [x[6] for x in reader if x[6] not in ('zip', '')] | |
states = {} | |
for zip in zipcodes: | |
request = requests.get(base_request + zip) | |
if request.ok: | |
r_list = json.loads(request.text) | |
state = r_list['places'][0]['state abbreviation'] | |
if state in states.keys(): | |
states[state] += 1 | |
else: | |
states[state] = 1 | |
top_5 = sorted(states, key=lambda k: states[k], reverse=True)[:5] | |
print([(x, states[x]) for x in top_5]) |
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