instagram crayling using python3 and selenium and Beautiful Soup

# -*- coding: UTF-8 -*- 
# # [ IMPORT ] #
import requests
from bs4 import BeautifulSoup
import pymysql
from  selenium import webdriver
from selenium.webdriver.common.keys import Keys
import time
import getpass
import urllib.request
# [] #

username = input("Input ID : ")# User ID
password = getpass.getpass("Input PWD : ")# User PWD
hashTag = input("Input HashTag # : ")# Search #

checkTag = hashTag.find('#')

# # [ HASHTAG USING CHECK ] #

if checkTag==-1:
    hashTag = '#'+hashTag

driver = webdriver.Chrome("C:/Users/LEEJIYONG/Desktop/crawling/chromedriver.exe")# Chromedriver PATH
driver.get("https://www.instagram.com/accounts/login/")

# # [ LOGIN ] #

element_id = driver.find_element_by_name("username")
element_id.send_keys(username)
element_password = driver.find_element_by_name("password")
element_password.send_keys(password)

password = 0 #RESET Password

driver.find_element_by_xpath("""//*[@id="react-root"]/section/main/div/article/div/div[1]/div/form/div[1]/div/input""").submit()
driver.implicitly_wait(5)

# # [ LOGIN COMPLETE and SEARCH ] #

driver.find_element_by_xpath("""//*[@id="react-root"]/section/nav/div[2]/div/div/div[2]/input""").send_keys(hashTag)
driver.find_element_by_xpath("""//*[@id="react-root"]/section/nav/div[2]/div/div/div[2]/div[2]/div[2]/div/a[1]""").click()

searchTotalCount = driver.find_element_by_xpath("""//*[@id="react-root"]/section/main/article/header/span/span""").text
print('Total search result:'+searchTotalCount+' has been searched.')

elem = driver.find_element_by_tag_name("body")

# # [ AUTO PAGE DOWN ] #
# Automatically scroll down twice
no_of_pagedowns = 2

while no_of_pagedowns:
    elem.send_keys(Keys.PAGE_DOWN)
    time.sleep(0.5)
    no_of_pagedowns-=1

# # [ SEARCH COMPLETE ] #
# Search to create as many empty arrays as the number of pictures in the currently exposed page
resultCnt = len(driver.find_elements_by_class_name("_2di5p"))
resultValues =[]

for i in range(resultCnt):
    resultValues.append('')

print(resultCnt)
print(resultValues)
# Finished creating an empty array with as many indexes as the number of pictures

#Get the information you want
soup = urllib.request.urlopen("https://www.instagram.com/explore/tags/"+hashTag[1:])
bssource = soup.read()

searchvalues = BeautifulSoup(bssource, 'lxml')
print(searchvalues)
ProdList = soup.find_all('div') #I've tried it, but it's impossible
print(prodList)```





To explain briefly,
For example, assuming that 21 posts came out after searching for hashtags,
You want to save information such as the number of hashtags and likes in the array in turn in those 21 posts.
I ask for your help me.


  [1][1]: https://res.cloudinary.com/eightcruz/image/upload/v1512639450/ef2mtyx9656n2m2c9n7o.jpg
  [2][2]: https://res.cloudinary.com/eightcruz/image/upload/v1512639473/inyiupcqfqqz0lpskvmq.jpg
  [3][3]: https://res.cloudinary.com/eightcruz/image/upload/v1512639489/n16541f47tpwk92magic.jpg
  [4][4]: https://res.cloudinary.com/eightcruz/image/upload/v1512639504/qsfeg9i3dckxoakdrhmo.jpg