Selenium web scraping site with pagination

Question

I've been playing around learning how to create web scrapers using Selenium. One thing I'm struggling with is scraping pages with pagination. I've written a script that i thought would scrape every page

from selenium import webdriver
from selenium.webdriver.support.ui import Select
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.common.by import By
from selenium.webdriver.chrome.options import Options
from selenium.webdriver.chrome.options import Options
from webdriver_manager.chrome import ChromeDriverManager
import getpass
import datetime
import pandas as pd
custom_options = webdriver.ChromeOptions()
custom_options.add_experimental_option('prefs', {'intl.accept_languages': 'en,en_US'})

driver = webdriver.Chrome(ChromeDriverManager().install(), options=custom_options)
driver.get("https://lr.caa.cz/letecky-rejstrik?lang=en")
data =[]

while(True):
    try:
        table_body = WebDriverWait(driver, 15).until(EC.presence_of_element_located((By.TAG_NAME, "tbody")))
        table_body_rows = table_body.find_elements_by_tag_name("tr")
        button = WebDriverWait(driver, 15).until(EC.presence_of_element_located((By.XPATH, '/html/body/app-root/div/main/div/div/app-avreg-list/nav/div/app-pagination/div/a[3]/i')))
        for i in table_body_rows:
            row_data = []
            table_data = i.find_elements_by_tag_name("td")
            for j in table_data:
                row_data.append(j.text.strip())
            data.append(row_data)
        button.click()
    except:
        
        break

df = pd.DataFrame(data)
print(df)
driver.quit()

It scrapes the first page but then it doesn't seem to go beyond that. This the result i get:

                  0          1        2     3
0            Glider  MDM-1 FOX  OK-1213      
1            Glider  MDM-1 FOX  OK-7801      
2            Glider       A 15  OK-7906      
3    Powered glider    SZD-45A  OK-6902      
4    Powered glider    SZD-45A  OK-8903      
5   Hot-air balloon         AB  OK-9004      
6   Hot-air balloon         AB  OK-4012      
7   Hot-air balloon         AB  OK-4014      
8   Hot-air balloon         AB  OK-7006      
9   Hot-air balloon         AB  OK-7004      
10                        None     None  None

I've looked at the xpath of the pagination button on the site and it seems correct in the script.

Any thoughts on what might be wrong?