Issue
I am trying to extract all google reviews related to a restaurant. I wrote a python script that first loads all reviews into a web browser then I tried to read the information (such as the name of the reviewer) about the reviewers using for loop. My code is as below:
from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.chrome.options import Options
from selenium.webdriver.common.action_chains import ActionChains
import time
driver = webdriver.Chrome()
base_url = 'https://www.google.com/search?tbs=lf:1,lf_ui:9&tbm=lcl&sxsrf=AOaemvJFjYToqQmQGGnZUovsXC1CObNK1g:1633336974491&q=10+famous+restaurants+in+Dunedin&rflfq=1&num=10&sa=X&ved=2ahUKEwiTsqaxrrDzAhXe4zgGHZPODcoQjGp6BAgKEGo&biw=1280&bih=557&dpr=2#lrd=0xa82eac0dc8bdbb4b:0x4fc9070ad0f2ac70,1,,,&rlfi=hd:;si:5749134142351780976,l,CiAxMCBmYW1vdXMgcmVzdGF1cmFudHMgaW4gRHVuZWRpbiJDUjEvZ2VvL3R5cGUvZXN0YWJsaXNobWVudF9wb2kvcG9wdWxhcl93aXRoX3RvdXJpc3Rz2gENCgcI5Q8QChgFEgIIFkiDlJ7y7YCAgAhaMhAAEAEQAhgCGAQiIDEwIGZhbW91cyByZXN0YXVyYW50cyBpbiBkdW5lZGluKgQIAxACkgESaXRhbGlhbl9yZXN0YXVyYW50mgEkQ2hkRFNVaE5NRzluUzBWSlEwRm5TVU56ZW5WaFVsOUJSUkFCqgEMEAEqCCIEZm9vZCgA,y,2qOYUvKQ1C8;mv:[[-45.8349553,170.6616387],[-45.9156414,170.4803685]]'
driver.get(base_url)
title = driver.find_element_by_xpath("//div[@class='P5Bobd']").text
address = driver.find_element_by_xpath("//div[@class='T6pBCe']").text
overall_rating = driver.find_element_by_xpath("//div[@class='review-score-container']//span[@class='Aq14fc']").text
total_reviews_text =driver.find_element_by_xpath("//div[@class='review-score-container']//div//div//span//span[@class='z5jxId']").text
num_reviews = int (total_reviews_text.split()[0])
all_reviews = WebDriverWait(driver, 3).until(EC.presence_of_all_elements_located((By.CSS_SELECTOR, 'div.gws-localreviews__google-review')))
total_review = len(all_reviews)
// load all reviews into browser
while total_review < num_reviews:
driver.execute_script('arguments[0].scrollIntoView(true);', all_reviews[-1])
WebDriverWait(driver, 5, 0.25).until_not(EC.presence_of_element_located((By.CSS_SELECTOR, 'div[class$="activityIndicator"]')))
#all_reviews = driver.find_elements_by_css_selector('div.gws-localreviews__google-review')
all_reviews = WebDriverWait(driver, 3).until(EC.presence_of_all_elements_located((By.CSS_SELECTOR, 'div.gws-localreviews__google-review')))
total_review += 1
//read and display reviewer information
person_info = driver.find_elements_by_xpath("//div[@class='gws-localreviews__general-reviews-block']")
for person in person_info:
name = person.find_element_by_xpath("//div[@class='TSUbDb']//a").text
print(name)
Total number of reviewers were over 900. The problem with above code is that it only displays the first reviewer name for five times. Could anyone guide me where I made the mistake?
Solution
Can you try with below code and confirm:
The xpath //div[@class='gws-localreviews__general-reviews-block']
for person_info
is highlighting 3 diferent elements. And while finding an element within an element use a .
in the xpath.
person_info = driver.find_elements_by_xpath("//div[@id='reviewSort']//div[contains(@class,'google-review')]")
for person in person_info:
name = person.find_element_by_xpath("./div/div/div/a").text
print(name)
Answered By - pmadhu
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