питон: селен, отправьте форму несколько раз

Question

Я хочу отправить форму на этом сайте https://nhqrnet.ahrq.gov/inhqrdr/data/submit для всех возможных комбинаций и загрузить все файлы Excel.Мой код успешно выполняется за одну итерацию, но как только он попадает на 2-ю итерацию, он возвращает ошибку, указанную ниже.

Мой код:

from selenium import webdriver
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.support.ui import Select
from selenium.webdriver.chrome.options import Options
from selenium.webdriver.support.ui import WebDriverWait
from bs4 import BeautifulSoup
from selenium.common.exceptions import NoSuchElementException
from selenium.common.exceptions import StaleElementReferenceException
from selenium.webdriver.common.by import By
from selenium.webdriver.support import expected_conditions
import time


browser = webdriver.Chrome(executable_path="C:/Users/IN027/chromedriver.exe")
browser.get('https://nhqrnet.ahrq.gov/inhqrdr/data/submit')


dropdown = Select(browser.find_element_by_name("stateName"))

list=[]
for element in browser.find_element_by_id('stateName').find_elements_by_tag_name('option'):
    list.append(element.get_attribute('value'))
    list=[z for z in list if z!='']
    for i in list:
        dropdown.select_by_value(i)
        # time.sleep(3)
        dropdown1 = Select(browser.find_element_by_name("subjectAreaId"))
        list3=[]
        for element1 in browser.find_element_by_id('subjectAreas').find_elements_by_tag_name('option'):
            list3.append(element1.get_attribute('value'))
            list3= [m for m in list3 if m!='']
            for z in list3:
                dropdown1.select_by_value(z)

                time.sleep(2)
                dropdown2 = Select(browser.find_element_by_name("topicId"))
                a = []

                for element2 in browser.find_element_by_id('topics').find_elements_by_tag_name('option'):
                    a.append(element2.get_attribute('value'))
                    a = [x for x in a if x!='']
                    for d in a:
                        time.sleep(2)
                        dropdown2.select_by_value(d)
                        dropdown3= Select(browser.find_element_by_name("subMeasureId"))
                        list2=[]
                        print('check1')
                        for element3 in browser.find_element_by_id('measures').find_elements_by_tag_name('option'):
                            #time.sleep(2)
                            print(element3.text)
                            # print(element3.get_attribute('value'))
                            time.sleep(2)
                            list2.append(element3.get_attribute('value'))
                            list2= [y for y in list2 if y!='']
                            print(len(list2))
                            for b in list2:
                                print('check2')
                                time.sleep(2)
                                dropdown3.select_by_value(b)
                                #browser.implicitly_wait(10)
                                #browser.find_element_by_xpath("//*[@id='filterByCategory']").click
                                time.sleep(0.5)
                                browser.find_elements_by_css_selector("input[type='radio'][value='byTotal']")[0].click()
                                time.sleep(0.5)
                                #browser.implicitly_wait(10)
                                #browser.find_element_by_xpath("//*[@id='query']/form/input[2]").click
                                browser.find_elements_by_css_selector("input[type='submit'][value='Get Data']")[0].click()

                                time.sleep(4)
                                browser.find_element_by_id('table').find_elements_by_tag_name('a')[0].click()

                                time.sleep(2)

                                browser.find_element_by_id('formTab').find_elements_by_tag_name('a')[0].click()

Сообщение об ошибке приводится ниже:

    Traceback (most recent call last):
  File "C:/Users/IN027/web_scraping/sel_scraper.py", line 60, in <module>
    list2.append(element3.get_attribute('value'))
  File "C:\Python36\lib\site-packages\selenium\webdriver\remote\webelement.py", line 143, in get_attribute
    resp = self._execute(Command.GET_ELEMENT_ATTRIBUTE, {'name': name})
  File "C:\Python36\lib\site-packages\selenium\webdriver\remote\webelement.py", line 633, in _execute
    return self._parent.execute(command, params)
  File "C:\Python36\lib\site-packages\selenium\webdriver\remote\webdriver.py", line 321, in execute
    self.error_handler.check_response(response)
  File "C:\Python36\lib\site-packages\selenium\webdriver\remote\errorhandler.py", line 242, in check_response
    raise exception_class(message, screen, stacktrace)
selenium.common.exceptions.StaleElementReferenceException: Message: stale element reference: element is not attached to the page document
  (Session info: chrome=72.0.3626.109)
  (Driver info: chromedriver=71.0.3578.137 (86ee722808adfe9e3c92e6e8ea746ade08423c7e),platform=Windows NT 10.0.16299 x86_64)