text stringlengths 1 93.6k |
|---|
ratings = review.find_element_by_class_name('gdStars')
|
subratings = ratings.find_element_by_class_name(
|
'subRatings').find_element_by_tag_name('ul')
|
this_one = subratings.find_elements_by_tag_name('li')[i]
|
res = this_one.find_element_by_class_name(
|
'gdBars').get_attribute('title')
|
except Exception:
|
res = np.nan
|
return res
|
def scrape_work_life_balance(review):
|
return _scrape_subrating(0)
|
def scrape_culture_and_values(review):
|
return _scrape_subrating(1)
|
def scrape_career_opportunities(review):
|
return _scrape_subrating(2)
|
def scrape_comp_and_benefits(review):
|
return _scrape_subrating(3)
|
def scrape_senior_management(review):
|
return _scrape_subrating(4)
|
def scrape_recommends(review):
|
try:
|
res = review.find_element_by_class_name('recommends').text
|
res = res.split('\n')
|
return res[0]
|
except:
|
return np.nan
|
def scrape_outlook(review):
|
try:
|
res = review.find_element_by_class_name('recommends').text
|
res = res.split('\n')
|
if len(res) == 2 or len(res) == 3:
|
if 'CEO' in res[1]:
|
return np.nan
|
return res[1]
|
return np.nan
|
except:
|
return np.nan
|
def scrape_approve_ceo(review):
|
try:
|
res = review.find_element_by_class_name('recommends').text
|
res = res.split('\n')
|
if len(res) == 3:
|
return res[2]
|
if len(res) == 2:
|
if 'CEO' in res[1]:
|
return res[1]
|
return np.nan
|
except:
|
return np.nan
|
funcs = [
|
scrape_date,
|
scrape_emp_title,
|
scrape_location,
|
scrape_status,
|
scrape_rev_title,
|
scrape_helpful,
|
scrape_pros,
|
scrape_cons,
|
scrape_advice,
|
scrape_overall_rating,
|
scrape_work_life_balance,
|
scrape_culture_and_values,
|
scrape_career_opportunities,
|
scrape_comp_and_benefits,
|
scrape_senior_management,
|
scrape_recommends,
|
scrape_outlook,
|
scrape_approve_ceo
|
]
|
fdict = dict((s, f) for (s, f) in zip(SCHEMA, funcs))
|
return fdict[field](review)
|
def extract_from_page():
|
def is_featured(review):
|
try:
|
review.find_element_by_class_name('featuredFlag')
|
return True
|
except selenium.common.exceptions.NoSuchElementException:
|
return False
|
def extract_review(review):
|
try:
|
author = review.find_element_by_class_name('authorInfo')
|
except:
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.