BeautifulSoup find_all not working. Text held within window._STORE

I'm trying to scrape jobs from this University website because their website is difficult to read IMO. When I try to use the find_all function, it doesn't return anything. However, on the website I've noticed that all of the information is contained in one long JSON within this window._STORE_DATA value. I'm new to web scraping. Can someone explain why this wouldn't work? I'm trying to scrape "clinical lab scientist" from the JSON behind window.STORE_DATA. Thanks

The html was shortened due to character limits. Here is a link to the website. Source

import requests
from bs4 import BeautifulSoup
import json

url = "https://employment.ucsd.edu/jobs?page_size=500&page_number=1&keyword=clinical lab scientist&location_city=Remote&location_city=San Diego&location_city=Encinitas&location_city=Murrieta&location_city=La Jolla&location_city=Not Specified&location_city=Vista&sort_by=score&sort_order=DESC"
response = requests.get(url).text
doc = BeautifulSoup(response, "html.parser")
tag = doc.find_all("clinical lab scientist")
print(tag)

I also tried to add case sensitive "Clinical Lab Scientist" which did not work also.

import requests
from bs4 import BeautifulSoup
import json

url = "https://employment.ucsd.edu/jobs?page_size=500&page_number=1&keyword=clinical lab scientist&location_city=Remote&location_city=San Diego&location_city=Encinitas&location_city=Murrieta&location_city=La Jolla&location_city=Not Specified&location_city=Vista&sort_by=score&sort_order=DESC"
response = requests.get(url).text
doc = BeautifulSoup(response, "html.parser")
tag = doc.find_all("Clinical Lab Scientist")
print(tag)

This is what it returned

Connected to pydev debugger (build 221.5591.52)
[]

Process finished with exit code 0

HTML FROM WEBSITE (SHORTENED)

<script>
  window._STORE_DATA = {"apply":{"firstName":"","lastName":"","emailAddress":"","phoneNumber":"","applicationSubmissionFailureMessage":"","country":"US","usaAuthorization":"1","zipCode":"","eeo_race":"0","birth_date":"0/0/0","eeo_gender":"0","eeo_veteran_status":"0","eeo_disability_status":"0","resume":null,"resumeData":null,"resumeFileType":null,"coverLetter":"","uncompletedForms":["Your Information"],"completedForms":[],"prescreenQuestions":[],"prescreenAnswers":{},"uploadingResume":false,"submittingApplication":false,"applicationSubmissionFailed":false,"applicationSubmissionSucceeded":false,"errors":{},"hydrated":true},"builder":{"bottom":[],"customCategoriesMapping":[],"collapsed":false,"deletedPages":{},"device":"phone","dirty":{},"editing":"/","editingTab":"content","hydrated":true,"inactive_pages":[],"jobCategoriesMapping":[],"loading":false,"ordered_page_ids":[],"orientation":"vertical","pages":{},"saving":"no-action","theme":{},"theme_json":{},"top":[],"viewOnDevice":false},"imageUpload":{"fileType":"image/jpeg","loading":false,"quality":80,"visible":false},"location_search":{"locations":[],"companyID":157272,"hydrated":true},"company_follow":{"alert":null,"carrotUp":false,"category_names":[],"companyName":"UC San Diego ","custom_categories":[],"disableFollow":false,"isFollowingCompany":false,"showModal":false,"EmailAddress":"","FrequencyId":0,"IsCustomCategory":false,"JobAlertCategories":[],"CompanyId":157272,"submittingJobAlert":false,"updatingJobAlert":false,"unsubscribingJobAlert":false,"showUnsubscribePrompt":false,"sendingUnsubscribeEmail":false,"is_monster_client":false,"hydrated":true},"contact_us":{"firstName":"","lastName":"","middleName":"","companyName":"","jobTitle":"","phoneNumber":"","emailAddress":"","helpComments":"","contactTime":"","additionalInfo":"","formIsProcessing":false,"formSuccess":false},"debugging":{},"job_search":{"clearAll":0,"radius":25,"page_size":100,"locationQuery":"","expanded_job":"","expanded_filter":"","search_attempt":0,"total_jobs":504,"jobs":[{"distance":0,"distanceUnits":null,"id":"8f0cba5e-4fe1-11ed-9efa-9c748d5b923d","guid":"8f0cba5e-4fe1-11ed-9efa-9c748d5b923d","isGuidGenerated":false,"active":0,"company_id":157272,"company_name":"UC San Diego","company_type":"E","company_unique_name":"uc-san-diego-demo272","jobseeker_blacklist":[],"applied_jobseekers":[],"company_image_url":null,"job_url":"/clinical-lab-scientist-specialist-119559/job/20822209","custom_categories":[{"id":0,"url":null,"name":"Medical/Healthcare - 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</script>

CodePudding user response：

tag = doc.find_all("clinical lab scientist")

That's not how find_all() works. The first argument is the tag name of the elements you're looking for:

tables = doc.find_all('table')

Your code found no results because there is no <clinical lab scientist> HTML element.

Usually, you would also pass a second argument to look for specific attribute values (such as id or class) to help narrow down the elements you want.

For example, if you wanted to find all <div > elements, you would say:

divs = doc.find_all('div', attrs={'class': 'groovy'})

So, you need to know the specific html element in which the "clinical lab scientist" text appears, so you can search on that element.

On the other hand, if you don't really care about the HTML structure of the page, you might be able to do a simple string search on the html, without using BeautifulSoup at all.

CodePudding user response：

I recall find_all is case-sensitive. In your description you are using "clinical lab scientist", but what I'm seeing in the doc is "Clinical Lab Scientist"