403 forbbiden block - how to fixed it? - selenium

Question

I have been trying to figure out a way to web scrap 500 analysts and more without getting blocked. Is there a way to fix the 403 forbidden error?
Will I need to go incognito, or have multiple accounts?
Added the error code it gives me but I notice it stops at analyst # 18. I checked and nothing is wrong with that analyst. It has to do the website blocking me for webscrapping.
ID1 = Predictions['analyst'].drop_duplicates()
len(ID1)
len(ID)
IDD = ID1.loc[0:500]
Analyst = []
Analyst
path = r'/Users/ashleyrabanales/chromedriver' #f path
driver_service = Service(executable_path=path)
driver = webdriver.Chrome(service=driver_service)
url = 'https://estimize.com/'
for ID in IDD:
time.sleep(random.uniform(2,5))
driver.get(f"{url}/users/{ID}")
time.sleep(random.uniform(2,3))
# row to append to final list/dataframe
try:
login = driver.find_element('xpath','//*[#id="top-navigation"]/div[1]/ul/li[8]/a')
login.click()
time.sleep(random.uniform(3,8))
# list username and password as variables
username = 'cbrown180#student.gsu.edu'
password = '123456'
# find email field in HTML and send username to field -- sleep 2 seconds
email_field = driver.find_element('name','user[login]')
email_field.send_keys(username)
time.sleep(random.uniform(2,9))
# find the password field and input password and submit
password_field = driver.find_element('name','user[password]')
password_field.send_keys(password)
password_field.submit()
time.sleep(random.uniform(3,3))
except NoSuchElementException:
pass
row = {}
# create variable to assign ticker to the row
row['AnalystID'] = ID
# grab analyst id... not just the name grab the data user to use in url for final scraper
name = driver.find_element('xpath',f'//*[#id="users_show"]/div[4]/div[1]/div[1]/div[1]/div/h1/a').text
row['Name'] = name
role = driver.find_element('xpath', f'//*[#id="users_show"]/div[4]/div[1]/div[1]/div[1]/div/ul').text
row['Role'] = role
join_date = driver.find_element('xpath', f'//*[#id="users_show"]/div[4]/div[1]/div[1]/div[1]/div/div[2]/div[2]').text
row['Join Date'] = join_date
cs = driver.find_element('xpath', f'//*[#id="confidence-wrap"]/div/div[2]').text
row['Analyst Confidence Score'] = cs
Err = driver.find_element('xpath',f'//*[#id="profile-tab-wrap"]/div[1]/div[1]/div[3]').text
row['Error rate'] = Err
Accu = driver.find_element('xpath',f'//*[#id="profile-tab-wrap"]/div[1]/div[2]/div[2]').text
row['Accuracy Percentile'] = Accu
Points = driver.find_element('xpath',f'//*[#id="profile-tab-wrap"]/div[2]/div[1]/div[3]').text
row['Points'] = Points
PointsE = driver.find_element('xpath',f'//*[#id="profile-tab-wrap"]/div[2]/div[2]/div[2]').text
row['Points/Estimate'] = PointsE
Stocks = driver.find_element('xpath',f'//*[#id="profile-tab-wrap"]/div[3]/div[1]/div[3]').text
row['Stocks'] = Stocks
Pending = driver.find_element('xpath',f'//*[#id="profile-tab-wrap"]/div[3]/div[2]/div[3]').text
row['Pending'] = Pending
if row not in Analyst:
Analyst.append(row)
/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/site-packages/selenium/webdriver/remote/webdriver.py in find_element(self, by, value)
859 value = '[name="%s"]' % value
860
--> 861 return self.execute(Command.FIND_ELEMENT, {"using": by, "value": value})["value"]
862
863 def find_elements(self, by=By.ID, value: Optional[str] = None) -> List[WebElement]:
/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/site-packages/selenium/webdriver/remote/webdriver.py in execute(self, driver_command, params)
442 response = self.command_executor.execute(driver_command, params)
443 if response:
--> 444 self.error_handler.check_response(response)
445 response["value"] = self._unwrap_value(response.get("value", None))
446 return response
/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/site-packages/selenium/webdriver/remote/errorhandler.py in check_response(self, response)
247 alert_text = value["alert"].get("text")
...
18 chromedriver 0x000000010849d81e chromedriver + 4782110
19 libsystem_pthread.dylib 0x00007fff765332eb _pthread_body + 126
20 libsystem_pthread.dylib 0x00007fff76536249 _pthread_start + 66
21 libsystem_pthread.dylib 0x00007fff7653240d thread_start + 13