scrape.py

import json
import random
import time

import requests

zips = 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top100 = {'79936','90011','60629','90650','90201','77084','92335','78521','77449','78572','90250','90280','11226','90805','91331','8701','90044','92336','926','94565','10467','92683','75052','91342','92704','30044','10025','92503','92804','78577','75217','92376','93307','10456','10002','91911','91744','75070','77036','93722','92345','60618','93033','93550','95076','11230','11368','37013','11373','79912','37211','30043','11206','10453','92154','11355','95823','77479','91706','10458','92553','90706','23464','11212','60617','91709','11214','11219','91910','22193','77429','93535','66062','93257','30349','60647','77584','10452','77573','11377','11207','77494','75211','11234','28269','11235','94544','10029','60625','89110','92509','77083','91335','85364','87121','10468','90255','93065','91710','10462'}


zips = zips - top100
zips = random.sample(zips,150)
zips = zips + list(top100)

random.shuffle(zips)
with open('json/zips.json', 'w') as outfile:
    json.dump(zips, outfile)

for zip in zips:
    url = 'https://findadentist.ada.org/api/Dentists?Address=' + zip
    headers = {
        'Host': 'findadentist.ada.org',
        'Connection': 'keep-alive',
        'Pragma': 'no-cache',
        'Cache-Control': 'no-cache',
        'Accept': 'application/json, text/plain, */*',
        'DNT': '1',
        'Authorization': 'Basic NUNtQitIcVZuOXhTVnFKNkhiZC8xSGZnb29NdU1ZaXk=',
        'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/67.0.3396.99 Safari/537.36',
        'Referer': 'https://findadentist.ada.org/search-results?address=' + zip,
        'Accept-Encoding': 'gzip, deflate, br',
        'Accept-Language': 'en-US,en;q=0.9,hu;q=0.8'
        }

    r = requests.get(url, headers=headers)

    filename =  zip + '.json'
    if r.json() == 'Not Found':
        filename = 'nf_' + filename

    with open('json/' + filename, 'w') as outfile:
        json.dump(r.json(), outfile)

    time.sleep(random.randint(3,6))