Python 3.x 从网站的后续页面获取数据

我试图从该页面返回结果的每一页中获取数据

很难验证我是否抓到了所有东西，因为当你点击下一页按钮时，所有东西都出了问题。唯一按年份排序的页面是第一页。后续页面的数据超出了最初选择的范围。例如，如果在搜索页面中输入01/01/2020，则返回的第一个页面将仅包含2020年1月及以后的条目。但一旦你进入下一页，你就会收到2016年、2018年的参赛作品

我只想能够在2020年1月1日输入，并获得日期范围内的所有数据（2020年1月-今天）。我试着输入结束日期，但没有帮助。我明白我需要做更多的工作来获取我所寻求的数据；但现在我只需要确保从所有返回的页面中获取每个条目。该网站显示，从2020年1月1日到今天，大约有134家OB。我的输出只有约50个唯一值

我对网页抓取很陌生，所以如果你能把建议保持简单，我将不胜感激。谢谢

# Imports
from bs4 import BeautifulSoup
from requests import Session

# Session Object
session = Session()

# Add a user agent, so the request looks more human like.
session.headers.update({
    "user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.97 Safari/537.36"
})

# Initial sesssion, you need to fetch the url first, so the authenticity
# token can be parsed out of the html
init_session = session.get(url="https://www.azjobconnection.gov/ada/mn_warn_dsp.cfm?def=false")

# Beautiful soup object, used for HTML parsing
soup = BeautifulSoup(init_session.content, "html.parser")

# Get all of the input tags
inputs = soup.findAll('input')


# Upon running, we see that the authenticity token, is the first element in the array.
authenticty_token = inputs[0]['value']

# Now we can make our request!

data = {
    "authenticity_token" : authenticty_token,
    "coname": "", 
    "coName_ADAdefault": "", 
    "coName_verify_char[0|50]": "The value you have supplied for Company Name is too long.",
    "city": "", 
    "city_ADAdefault": "", 
    "city_verify_char[0|45]": "The value you have supplied for City is too long.",
    "zip": "", 
    "zip_ADAdefault": "", 
    "zip_verify_char[0|10]": "The value you have supplied for Zip/Postal Code is too long.",
    "sda": "", 
    "startdate": "01/01/2020",
    "startDate_ADAdefault": "mm/dd/yyyy",
    "startDate_verify_date4": "",
    "startDate_verify_char[0|45]": "The value you have supplied for Start Date is too long.",
    "enddate": "mm/dd/yyyy",
    "endDate_ADAdefault": "mm/dd/yyyy",
    "endDate_verify_date4": "", 
    "endDate_verify_char[0|45]": "The value you have supplied for End Date is too long.",
    "layoffType": "y",
    "search": "Search",
    "old_choice": 1,
    "ZIP_prev": "",
    "def_prev": "false",
    "CITY_prev": "",
    "SDA_prev": "",
    "STARTDATE_prev": "", 
    "CONAME_prev": "",
    "ENDDATE_prev": "",
    "FormName": "Form0",
}

# Get the data
get_warn_data = session.post("https://www.azjobconnection.gov/ada/mn_warn_dsp.cfm?securitysys=on&start_row=1&max_rows=25&FormID=0", data=data)


soup = BeautifulSoup(get_warn_data.content, "html.parser")

# These are all the hash taags you need to go to to get data and the links
# for the other pages you possibly need to go to to get data.
targets = soup.find_all('a', href = True)

import re
regex = re.compile("(?=\").*(?<=\")")
targets2 = [re.search(regex, str(a)).group(0) for a in targets]

# These are the url parts to which you need to append the url_head then run a
# request on the entire url; also, python shows &amp; where it should just be
# &; making that substitution here

# FIRST SET OF IDs to pull data on; will append businesses gathered from 
# the other pages
bus1 = [a for a in targets2 if 'mn_warn_dsp' in a and 'hash' in a]
bus1 = [re.sub(r"\"", "", a) for a in bus1]
bus1 = [re.sub(r"&amp;", "&", a) for a in bus1]



# Most queries will return multiple pages of business; need to loop through the pages to get
# all of the businesses; business from here will be combined with business from first
# page above; 
more_pages = [a for a in targets2 if 'start_row' in a and 'max_row' in a and 'orderby' in a]
more_pages = [re.sub(r"\"", "", a) for a in more_pages]
more_pages = [re.sub(r"&amp;", "&", a) for a in more_pages]
# Getting rid of ada... part from all additional page url parts; will attach
# to all below
more_pages = [re.sub(r"/ada/mn_warn_dsp.cfm", "", a) for a in more_pages]



# url prefixes for businesses already have the mn_warn_dsp part; the additional
# page urls do not; for url parts in "more_pages", append url_head_pages; for
# businesses, append the url_head
url_head = "https://www.azjobconnection.gov/ada/"
url_head_pages = "https://www.azjobconnection.gov/ada/mn_warn_dsp.cfm"

# Going to additional pages and getting all the ids/hash number
# Here, I'm just repeating on subsequent pages what I did on the first page; no
# need to check for additional pages here. Just going through each page
# and grabbing the hash marks

hash_hold = []
for page in more_pages:
    test123 = url_head_pages+page # url of the page with additional businesses
    work_now = session.get(url = test123) # getting html to parse
    soup = BeautifulSoup(work_now.content, "html.parser")
    targets = soup.find_all('a', href = True) # finding all ids/hash values
    regex = re.compile("(?=\").*(?<=\")") # getting stuff between double quotes
    targets2 = [re.search(regex, str(a)).group(0) for a in targets]
    bus2 = [a for a in targets2 if 'mn_warn_dsp' in a and 'hash' in a]
    bus2 = [re.sub(r"\"", "", a) for a in bus1]
    bus2 = [re.sub(r"&amp;", "&", a) for a in bus1]
    hash_hold.append(bus2)


# hash_hold has hash/ids from subsequent pages and the bus1 has hash/ids
# from the first page; joining them all together here to get all hash/ids
# we need
hash_hold.append(bus1)


# These are all of the hash/ids/businesses I captured; notice it is much smaller than the number of returned results if you search from Jan. 1, 2020 to today
from pandas.core.common import flatten
businesses_use = list(flatten(hash_hold))

#导入
从bs4导入BeautifulSoup
来自导入会话的请求
#会话对象
会话=会话（）
#添加一个用户代理，使请求看起来更像人。
session.headers.update({
“用户代理”：“Mozilla/5.0（Macintosh；英特尔Mac OS X 10_15_5）AppleWebKit/537.36（KHTML，如Gecko）Chrome/83.0.4103.97 Safari/537.36”
})
#在初始会话中，您需要首先获取url，以确保真实性
#标记可以从html中解析出来
init_session=session.get（url=”https://www.azjobconnection.gov/ada/mn_warn_dsp.cfm?def=false")
#漂亮的soup对象，用于HTML解析
soup=BeautifulSoup（init_session.content，“html.parser”）
#获取所有输入标记
inputs=soup.findAll（'input'）
#运行时，我们看到authenticity令牌是数组中的第一个元素。
身份验证\u令牌=输入[0]['value']
#现在我们可以提出我们的要求了！
数据={
“真实性令牌”：真实性令牌，
“coname”：“，
“coName_ADAdefault”：“，
“coName_verify_char[0 | 50]：“您为公司名称提供的值太长。”，
“城市”：“，
“城市默认值”：“，
“city_verify_char[0 | 45]：“您为city提供的值太长。”，
“zip”：“，
“zip_ADAdefault”：”，
“zip_verify_char[0 | 10]：“您为邮政编码提供的值太长。”，
“sda”：“，
“起始日期”：“2020年1月1日”，
“起始日期”默认值：“mm/dd/yyyy”，
“开始日期验证日期4”：“，
“startDate_verify_char[0 | 45]：“您为开始日期提供的值太长。”，
“结束日期”：“mm/dd/yyyy”，
“endDate_ADAdefault”：“mm/dd/yyyy”，
“endDate\u verify\u date4”：”，
“endDate_verify_char[0 | 45]”：“您为End Date提供的值太长。”，
“裁员类型”：“y”，
“搜索”：“搜索”，
“老选择”：1，
“ZIP_prev”：“，
“def_prev”：“false”，
“上一个城市”：“，
“SDA_-prev”：“，
“上一个起始日期”：“，
“CONAME_prev”：“，
“上一页的结束日期”：“，
“FormName”：“Form0”，
}
#获取数据
get\u warn\u data=session.post（“https://www.azjobconnection.gov/ada/mn_warn_dsp.cfm?securitysys=on&start_row=1&max_rows=25&FormID=0“，数据=数据）
soup=BeautifulSoup（获取\u warn\u data.content，“html.parser”）
#这些是获取数据和链接所需的所有哈希taags
#对于其他页面，您可能需要转到以获取数据。
targets=soup.find_all（'a'，href=True）
进口稀土
regex=re.compile（（？=\”）.*（此脚本从2020年1月1日开始（~136条记录）（不按时间顺序，它们按名称排序，但您可以轻松地按日期排序）：

印刷品：

1 ['Aecom', 'Glendale', '85310', '7', '01/17/2020']
2 ['Ahern Rentals Inc.', 'Phoenix', '85006', '5', '03/28/2020']
3 ['Alsco', 'Yuma', '85365', '9', '04/07/2020']
4 ['Amentum', 'Yuma', '85364', '9', '03/13/2020']
5 ['AmSafe', 'Phoenix', '85043', '5', '05/12/2020']
6 ['Ares Collective Restaurants', 'Tucson', '85715', '6', '03/23/2020']
7 ['Arizona Grand Resort', 'Phoenix', '85044', '5', '05/04/2020']
8 ['Atrium Hospitality', 'Glendale', '85305', '7', '03/26/2020']
9 ['Avis Budget', 'Phoenix', '85034', '5', '04/08/2020']
10 ['Bella Fresh', 'Phoenix', '85043', '5', '02/05/2020']
11 ['Benihana Ahwatukee', 'Phoenix', '85044', '7', '04/05/2020']
12 ['Benihana Chandler', 'Chandler', '85226', '7', '04/05/2020']
13 ['Benihana Mid town', 'Scottsdale', '85251', '7', '04/05/2020']
14 ['Benihana Scottsdale', 'Scottsdale', '85254', '7', '04/05/2020']
15 ['Best Western Hotels & Resorts', 'Phoenix', '85016', '5', '03/25/2020']
16 ['Black Bear Diner', 'Laveen', '85339', '7', '04/09/2020']
17 ['Camby Hotel', 'Phoenix', '85021', '5', '05/07/2020']
18 ['Camelback Inn Resort & Spa (JW Marriott)', 'Scottsdale', '85253', '7', '06/03/2020']
19 ['Cameron Mitchell Restaurants, LLC', 'Columbus', '85054', '5', '03/24/2020']
20 ['Cinemark', 'Tucson', '85713', '6', '04/01/2020']
21 ['civana', 'Carefree', '85377', '7', '04/03/2020']
22 ['civana', 'Carefree', '85377', '7', '04/03/2020']
23 ['CMA CGM (America) LLC', 'Scottsdale', '85254', '7', '01/03/2020']
24 ['Cocopah Bend RV Resort and Golf', 'Yuma', '85364', '9', '04/07/2020']
25 ['Cocopah Casino and Resort', 'Somerton', '85350', '9', '04/07/2020']
26 ['Cocopah indian Tribe', 'Somerton', '85350', '9', '04/07/2020']
27 ['COX Automotive', 'Phoenix', '85040', '5', '05/08/2020']
28 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '2003', '03/23/2020']
29 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '5', '03/23/2020']
30 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '5', '03/23/2020']
31 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '5', '03/23/2020']
32 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '5', '03/23/2020']
33 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '5', '03/23/2020']
34 ['Doubletree Suites by Hilton Phoenix', 'Phoenix', '85008', '5', '04/15/2020']
35 ['Drive Time', 'Phoenix', '85040', '5', '03/27/2020']
36 ['Drive Time', 'Phoenix', '85040', '5', '03/27/2020']
37 ['Dyncorp', 'Tucson', '85704', '6', '01/15/2020']
38 ['Embassy Suites Tempe', 'Tempe', '85282', '5', '03/18/2020']
39 ['Estrellita Child Care center', 'San Luis', '85336', '9', '04/07/2020']
40 ['Evolution Hospitality', 'sedona', '85325', '10', '04/03/2020']
41 ['Fairmont Scottsdale Princess', 'Scottsdale', '85255', '7', '06/08/2020']
42 ['FEAST American Diners', 'Phoenix', '85010', '7', '03/23/2020']
43 ['Flagstaff DoubleTree', 'Flagstaff', '86001', '10', '04/02/2020']
44 ['Flying Food Group, LLC', 'Phoenix', '85003', '5', '04/10/2020']
45 ['Four Seasons Resort', 'Scottsdale', '85262', '7', '03/20/2020']
46 ['Fruit Growers Supply', 'Yuma', '85365', '9', '05/29/2020']
47 ['GBT US LLC', 'Scottsdale', '85254', '7', '04/13/2020']
48 ['Go Rentals', 'Newport', '92660', '7', '03/23/2020']
49 ['Great Wolf Lodge', 'Scottsdale', '85258', '7', '03/30/2020']
50 ['Guess?, Inc', 'Glendale', '85305', '7', '04/13/2020']
51 ['Hertz', 'Phoenix', '85034', '7', '04/29/2020']
52 ['Hexcel', 'Casa Grande', '85122', '2003', '04/20/2020']
53 ['Holiday Inn Hotels', 'Yuma', '85364', '9', '03/31/2020']
54 ['HotChalk', 'Phoenix', '85034', '5', '02/25/2020']
55 ['Huhtamaki', 'Googyear', '85338', '7', '04/16/2020']
56 ['Hyatt Regency Scottsdale Resort & Spa at Gainey Ra', 'Scottsdale', '85258', '7', '06/12/2020']
57 ['IHG-Army Hotels, candlewood Suites', 'Yuma Proving grounds', '85365', '9', '04/07/2020']
58 ['International Cruise & Excursion Gallery', 'Scottsdale', '85256', '7', '03/24/2020']
59 ['Islands Restaurants', 'Phoenix', '85050', '7', '03/23/2020']
60 ['James River Insurance Company', 'Scottsdale', '85254', '7', '05/15/2020']
61 ['Katerra', 'Scottsdale', '85258', '7', '04/02/2020']
62 ['KDC Construction', 'Irvine', '92606', '7', '03/20/2020']
63 ["King's Seafood Company LLC", 'Tempe', '85281', '7', '03/24/2020']
64 ["L'Auberge de Sedona", 'Sedona', '85600', '10', '04/03/2020']
65 ['LM Industries', 'Chandler', '85226', '7', '05/01/2020']
66 ['Loews Ventana Canyon Resort', 'Tucson', '85750', '6', '05/29/2020']
67 ['Lucille’s Smokehouse Bar-B-Que', 'Tempe', '85282', '7', '04/20/2020']
68 ["Macy's Credit and Customer Services, Inc.", 'Tempe', '85281', '7', '01/06/2020']
69 ['MAPFRE Insurance - Enterprise Contact Center', 'Gilbert', '85234', '7', '01/13/2020']
70 ['Massage Envy', 'Scottsdale', '85260', '7', '04/15/2020']
71 ['McCormick Scottsdale', 'Scottsdale', '85253', '7', '03/30/2020']
72 ['Medieval Times Dinner & Tournament', 'Scottsdale', '85258', '7', '04/08/2020']
73 ['Mind Body', 'Scottsdale', '85257', '7', '04/07/2020']
74 ['Movement for Life Inc.', 'San Obispo', '93401', '6', '03/25/2020']
75 ['Northrop Grumman', 'Falls Church', '22042', '1', '03/09/2020']
76 ['old spagetti Factory', 'Chandler', '85226', '7', '03/24/2020']
77 ['Onni Properties', 'Phoenix', '85019', '5', '03/25/2020']
78 ['Open Door', 'Scottsdale', '85251', '7', '04/15/2020']
79 ['PAE Government Services', 'Yuma', '85365', '9', '05/28/2020']
80 ['Page Elks Lodge 2498', 'Page', '86040', '10', '04/06/2020']
81 ['Papersource', 'Pheonix', '85016', '5', '03/27/2020']
82 ['Pappas Restaurants', 'Phoenix', '85003', '5', '03/25/2020']
83 ['Passport Health', 'Scottsdale', '85262', '7', '03/23/2020']
84 ['Phoenix Desert Ridege Resort & Spa (JW Marriott)', 'Phoenix', '85054', '5', '06/03/2020']
85 ['Phoenix Glendale Renaissance', 'Glendale', '85305', '7', '03/26/2020']
86 ['Pima Valve', 'Chandler', '85226', '7', '03/18/2020']
87 ['Pink Adventure Tours', 'Sedona', '86336', '10', '04/14/2020']
88 ['Prospect', 'Phoenix', '85034', '7', '04/09/2020']
89 ['Punch Bowl social', 'Phoenix', '85004', '5', '03/18/2020']
90 ['RA Kierland Restaurant', 'Scottsdale', '85254', '6', '04/05/2020']
91 ['RA Mesa Corp', 'Mesa', '85204', '6', '04/05/2020']
92 ['Renaissance Phoenix Downtown Hotel', 'Phoenix, Arizona', '85004', '5', '06/01/2020']
93 ['Residence Inn/Courtyard Phoenix Downtown', 'Phoenix', '85004', '5', '03/27/2020']
94 ['Roadhouse cinemas', 'Tucson', '85712', '6', '03/18/2020']
95 ['Saddle Ranch Chop House', 'Glendale', '85305', '7', '03/27/2020']
96 ['Sam Levits', 'Tucson', '85705', '6', '03/25/2020']
97 ['Sam Levitz furniture', 'Tucson', '85705', '6', '03/25/2020']
98 ['Sanctuary Camelback', 'Phoenix', '85014', '5', '04/02/2020']
99 ["SAS Restaurant Ventures (Denny's)", 'Phoenix', '85022', '5', '03/31/2020']
100 ['Scottsdale Marriott at McDowell Mountains', 'Scottsdale', '85260', '7', '06/02/2020']
101 ['Scottsdale Marriott Old Yown', 'Scottsdale', '85251', '7', '06/04/2020']
102 ['Shamrock Farms', 'Phoenix', '85009', '5', '04/02/2020']
103 ['Sheraton Phoenix Downtown', 'Phoenix', '85022', '5', '06/02/2020']
104 ['Specialty Textile', 'Phoenix', '85007', '5', '03/30/2020']
105 ['Starr Pass Resort & Spa (JW Marriott)', 'Tucson', '85745', '6', '06/01/2020']
106 ['Sub-Zero Group Inc', 'Goodyear', '85340', '7', '03/20/2020']
107 ['Suit Supply', 'Scottsdale', '85254', '7', '04/08/2020']
108 ['Surprise Honda', 'Surprise', '85388', '7', '03/24/2020']
109 ['Surprise Honda', 'Surprise', '85388', '7', '03/25/2020']
110 ['Sushi Tucson', 'Tucson', '85717', '6', '04/05/2020']
111 ['SW Hotels and Resorts WW llc', 'Scottsdale', '85251', '7', '06/03/2020']
112 ['Tanque Verde Ranch', 'Tucson', '85748', '6', '03/27/2020']
113 ['Taylor Farms', 'Yuma', '85666', '9', '03/27/2020']
114 ['Taylor farms', 'Salinas', '93902', '9', '04/07/2020']
115 ['The Antiqua Group', 'Peoria', '85382', '7', '04/24/2020']
116 ['The Orchards', 'Sedona', '85600', '10', '04/03/2020']
117 ['The Phoenician', 'Phoenix', '85251', '5', '06/03/2020']
118 ['The Ritz-Carlton', 'Marana', '85658', '6', '06/05/2020']
119 ['The Royal Palms Resort and Spa', 'Phoenix', '85018', '5', '06/08/2020']
120 ['The Scott Resort and Spa', 'Scottsdale', '85251', '7', '05/04/2020']
121 ['The Scottsdale Resort at McCormick Ranch', 'Scottsdale', '85258', '7', '06/05/2020']
122 ['The Sheraton Grand at Wild Horse Pass', 'Chandler', '85226', '7', '06/03/2020']
123 ['The Westin Kierland Resort and Spa', 'Scottsdale', '85254', '7', '06/05/2020']
124 ['The Westin Kierland Villas', 'Scottsdale', '85254', '7', '06/05/2020']
125 ['The Westin Phoenix Downtown', 'Phoenix', '85004', '5', '06/05/2020']
126 ['TMI Acquisitions LLC', 'Tucson', '85713', '6', '01/10/2020']
127 ['Transportation Brokerage Specialists Inc (TBS)', 'Costa Mesa', '92626', '7', '02/20/2020']
128 ['Transportation Brokerage Specialists Inc (TBS)', 'Costa Mesa', '92626', '7', '02/20/2020']
129 ['Tucson Marriott University park', 'Tucson', '85719', '6', '03/26/2020']
130 ['Tuesday Morning, Inc.', 'Phoenix', '85006', '5', '04/22/2020']
131 ['Tufesa USA, LLC', 'Phoenix', '85009', '5', '04/15/2020']
132 ['Uber Technologies', 'Phoenix', '85004', '5', '05/07/2020']
133 ['Vision Works', 'Chandler', '85226', '7', '04/23/2020']
134 ['Wild River Family Entertainment Center', 'Somerton', '85350', '9', '04/07/2020']
135 ['Yelp', 'Scottsdale', '85251', '7', '04/09/2020']
136 ['Zip Recruiter', 'Santa Monica', '90401', '7', '03/27/2020']

谢谢Andrej。你的解决方案很好，但我无法理解。你能告诉我如何修复我的代码吗？这是一个简单的修复程序，可以让它正常工作吗？@wolf7687我无法评论你的代码，但你可能在post请求中缺少一些参数。而且这些正则表达式看起来很笨重。
1 ['Aecom', 'Glendale', '85310', '7', '01/17/2020']
2 ['Ahern Rentals Inc.', 'Phoenix', '85006', '5', '03/28/2020']
3 ['Alsco', 'Yuma', '85365', '9', '04/07/2020']
4 ['Amentum', 'Yuma', '85364', '9', '03/13/2020']
5 ['AmSafe', 'Phoenix', '85043', '5', '05/12/2020']
6 ['Ares Collective Restaurants', 'Tucson', '85715', '6', '03/23/2020']
7 ['Arizona Grand Resort', 'Phoenix', '85044', '5', '05/04/2020']
8 ['Atrium Hospitality', 'Glendale', '85305', '7', '03/26/2020']
9 ['Avis Budget', 'Phoenix', '85034', '5', '04/08/2020']
10 ['Bella Fresh', 'Phoenix', '85043', '5', '02/05/2020']
11 ['Benihana Ahwatukee', 'Phoenix', '85044', '7', '04/05/2020']
12 ['Benihana Chandler', 'Chandler', '85226', '7', '04/05/2020']
13 ['Benihana Mid town', 'Scottsdale', '85251', '7', '04/05/2020']
14 ['Benihana Scottsdale', 'Scottsdale', '85254', '7', '04/05/2020']
15 ['Best Western Hotels & Resorts', 'Phoenix', '85016', '5', '03/25/2020']
16 ['Black Bear Diner', 'Laveen', '85339', '7', '04/09/2020']
17 ['Camby Hotel', 'Phoenix', '85021', '5', '05/07/2020']
18 ['Camelback Inn Resort & Spa (JW Marriott)', 'Scottsdale', '85253', '7', '06/03/2020']
19 ['Cameron Mitchell Restaurants, LLC', 'Columbus', '85054', '5', '03/24/2020']
20 ['Cinemark', 'Tucson', '85713', '6', '04/01/2020']
21 ['civana', 'Carefree', '85377', '7', '04/03/2020']
22 ['civana', 'Carefree', '85377', '7', '04/03/2020']
23 ['CMA CGM (America) LLC', 'Scottsdale', '85254', '7', '01/03/2020']
24 ['Cocopah Bend RV Resort and Golf', 'Yuma', '85364', '9', '04/07/2020']
25 ['Cocopah Casino and Resort', 'Somerton', '85350', '9', '04/07/2020']
26 ['Cocopah indian Tribe', 'Somerton', '85350', '9', '04/07/2020']
27 ['COX Automotive', 'Phoenix', '85040', '5', '05/08/2020']
28 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '2003', '03/23/2020']
29 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '5', '03/23/2020']
30 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '5', '03/23/2020']
31 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '5', '03/23/2020']
32 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '5', '03/23/2020']
33 ["Denny's (Beshay Enterprises)", 'Murrieta', '92562', '5', '03/23/2020']
34 ['Doubletree Suites by Hilton Phoenix', 'Phoenix', '85008', '5', '04/15/2020']
35 ['Drive Time', 'Phoenix', '85040', '5', '03/27/2020']
36 ['Drive Time', 'Phoenix', '85040', '5', '03/27/2020']
37 ['Dyncorp', 'Tucson', '85704', '6', '01/15/2020']
38 ['Embassy Suites Tempe', 'Tempe', '85282', '5', '03/18/2020']
39 ['Estrellita Child Care center', 'San Luis', '85336', '9', '04/07/2020']
40 ['Evolution Hospitality', 'sedona', '85325', '10', '04/03/2020']
41 ['Fairmont Scottsdale Princess', 'Scottsdale', '85255', '7', '06/08/2020']
42 ['FEAST American Diners', 'Phoenix', '85010', '7', '03/23/2020']
43 ['Flagstaff DoubleTree', 'Flagstaff', '86001', '10', '04/02/2020']
44 ['Flying Food Group, LLC', 'Phoenix', '85003', '5', '04/10/2020']
45 ['Four Seasons Resort', 'Scottsdale', '85262', '7', '03/20/2020']
46 ['Fruit Growers Supply', 'Yuma', '85365', '9', '05/29/2020']
47 ['GBT US LLC', 'Scottsdale', '85254', '7', '04/13/2020']
48 ['Go Rentals', 'Newport', '92660', '7', '03/23/2020']
49 ['Great Wolf Lodge', 'Scottsdale', '85258', '7', '03/30/2020']
50 ['Guess?, Inc', 'Glendale', '85305', '7', '04/13/2020']
51 ['Hertz', 'Phoenix', '85034', '7', '04/29/2020']
52 ['Hexcel', 'Casa Grande', '85122', '2003', '04/20/2020']
53 ['Holiday Inn Hotels', 'Yuma', '85364', '9', '03/31/2020']
54 ['HotChalk', 'Phoenix', '85034', '5', '02/25/2020']
55 ['Huhtamaki', 'Googyear', '85338', '7', '04/16/2020']
56 ['Hyatt Regency Scottsdale Resort & Spa at Gainey Ra', 'Scottsdale', '85258', '7', '06/12/2020']
57 ['IHG-Army Hotels, candlewood Suites', 'Yuma Proving grounds', '85365', '9', '04/07/2020']
58 ['International Cruise & Excursion Gallery', 'Scottsdale', '85256', '7', '03/24/2020']
59 ['Islands Restaurants', 'Phoenix', '85050', '7', '03/23/2020']
60 ['James River Insurance Company', 'Scottsdale', '85254', '7', '05/15/2020']
61 ['Katerra', 'Scottsdale', '85258', '7', '04/02/2020']
62 ['KDC Construction', 'Irvine', '92606', '7', '03/20/2020']
63 ["King's Seafood Company LLC", 'Tempe', '85281', '7', '03/24/2020']
64 ["L'Auberge de Sedona", 'Sedona', '85600', '10', '04/03/2020']
65 ['LM Industries', 'Chandler', '85226', '7', '05/01/2020']
66 ['Loews Ventana Canyon Resort', 'Tucson', '85750', '6', '05/29/2020']
67 ['Lucille’s Smokehouse Bar-B-Que', 'Tempe', '85282', '7', '04/20/2020']
68 ["Macy's Credit and Customer Services, Inc.", 'Tempe', '85281', '7', '01/06/2020']
69 ['MAPFRE Insurance - Enterprise Contact Center', 'Gilbert', '85234', '7', '01/13/2020']
70 ['Massage Envy', 'Scottsdale', '85260', '7', '04/15/2020']
71 ['McCormick Scottsdale', 'Scottsdale', '85253', '7', '03/30/2020']
72 ['Medieval Times Dinner & Tournament', 'Scottsdale', '85258', '7', '04/08/2020']
73 ['Mind Body', 'Scottsdale', '85257', '7', '04/07/2020']
74 ['Movement for Life Inc.', 'San Obispo', '93401', '6', '03/25/2020']
75 ['Northrop Grumman', 'Falls Church', '22042', '1', '03/09/2020']
76 ['old spagetti Factory', 'Chandler', '85226', '7', '03/24/2020']
77 ['Onni Properties', 'Phoenix', '85019', '5', '03/25/2020']
78 ['Open Door', 'Scottsdale', '85251', '7', '04/15/2020']
79 ['PAE Government Services', 'Yuma', '85365', '9', '05/28/2020']
80 ['Page Elks Lodge 2498', 'Page', '86040', '10', '04/06/2020']
81 ['Papersource', 'Pheonix', '85016', '5', '03/27/2020']
82 ['Pappas Restaurants', 'Phoenix', '85003', '5', '03/25/2020']
83 ['Passport Health', 'Scottsdale', '85262', '7', '03/23/2020']
84 ['Phoenix Desert Ridege Resort & Spa (JW Marriott)', 'Phoenix', '85054', '5', '06/03/2020']
85 ['Phoenix Glendale Renaissance', 'Glendale', '85305', '7', '03/26/2020']
86 ['Pima Valve', 'Chandler', '85226', '7', '03/18/2020']
87 ['Pink Adventure Tours', 'Sedona', '86336', '10', '04/14/2020']
88 ['Prospect', 'Phoenix', '85034', '7', '04/09/2020']
89 ['Punch Bowl social', 'Phoenix', '85004', '5', '03/18/2020']
90 ['RA Kierland Restaurant', 'Scottsdale', '85254', '6', '04/05/2020']
91 ['RA Mesa Corp', 'Mesa', '85204', '6', '04/05/2020']
92 ['Renaissance Phoenix Downtown Hotel', 'Phoenix, Arizona', '85004', '5', '06/01/2020']
93 ['Residence Inn/Courtyard Phoenix Downtown', 'Phoenix', '85004', '5', '03/27/2020']
94 ['Roadhouse cinemas', 'Tucson', '85712', '6', '03/18/2020']
95 ['Saddle Ranch Chop House', 'Glendale', '85305', '7', '03/27/2020']
96 ['Sam Levits', 'Tucson', '85705', '6', '03/25/2020']
97 ['Sam Levitz furniture', 'Tucson', '85705', '6', '03/25/2020']
98 ['Sanctuary Camelback', 'Phoenix', '85014', '5', '04/02/2020']
99 ["SAS Restaurant Ventures (Denny's)", 'Phoenix', '85022', '5', '03/31/2020']
100 ['Scottsdale Marriott at McDowell Mountains', 'Scottsdale', '85260', '7', '06/02/2020']
101 ['Scottsdale Marriott Old Yown', 'Scottsdale', '85251', '7', '06/04/2020']
102 ['Shamrock Farms', 'Phoenix', '85009', '5', '04/02/2020']
103 ['Sheraton Phoenix Downtown', 'Phoenix', '85022', '5', '06/02/2020']
104 ['Specialty Textile', 'Phoenix', '85007', '5', '03/30/2020']
105 ['Starr Pass Resort & Spa (JW Marriott)', 'Tucson', '85745', '6', '06/01/2020']
106 ['Sub-Zero Group Inc', 'Goodyear', '85340', '7', '03/20/2020']
107 ['Suit Supply', 'Scottsdale', '85254', '7', '04/08/2020']
108 ['Surprise Honda', 'Surprise', '85388', '7', '03/24/2020']
109 ['Surprise Honda', 'Surprise', '85388', '7', '03/25/2020']
110 ['Sushi Tucson', 'Tucson', '85717', '6', '04/05/2020']
111 ['SW Hotels and Resorts WW llc', 'Scottsdale', '85251', '7', '06/03/2020']
112 ['Tanque Verde Ranch', 'Tucson', '85748', '6', '03/27/2020']
113 ['Taylor Farms', 'Yuma', '85666', '9', '03/27/2020']
114 ['Taylor farms', 'Salinas', '93902', '9', '04/07/2020']
115 ['The Antiqua Group', 'Peoria', '85382', '7', '04/24/2020']
116 ['The Orchards', 'Sedona', '85600', '10', '04/03/2020']
117 ['The Phoenician', 'Phoenix', '85251', '5', '06/03/2020']
118 ['The Ritz-Carlton', 'Marana', '85658', '6', '06/05/2020']
119 ['The Royal Palms Resort and Spa', 'Phoenix', '85018', '5', '06/08/2020']
120 ['The Scott Resort and Spa', 'Scottsdale', '85251', '7', '05/04/2020']
121 ['The Scottsdale Resort at McCormick Ranch', 'Scottsdale', '85258', '7', '06/05/2020']
122 ['The Sheraton Grand at Wild Horse Pass', 'Chandler', '85226', '7', '06/03/2020']
123 ['The Westin Kierland Resort and Spa', 'Scottsdale', '85254', '7', '06/05/2020']
124 ['The Westin Kierland Villas', 'Scottsdale', '85254', '7', '06/05/2020']
125 ['The Westin Phoenix Downtown', 'Phoenix', '85004', '5', '06/05/2020']
126 ['TMI Acquisitions LLC', 'Tucson', '85713', '6', '01/10/2020']
127 ['Transportation Brokerage Specialists Inc (TBS)', 'Costa Mesa', '92626', '7', '02/20/2020']
128 ['Transportation Brokerage Specialists Inc (TBS)', 'Costa Mesa', '92626', '7', '02/20/2020']
129 ['Tucson Marriott University park', 'Tucson', '85719', '6', '03/26/2020']
130 ['Tuesday Morning, Inc.', 'Phoenix', '85006', '5', '04/22/2020']
131 ['Tufesa USA, LLC', 'Phoenix', '85009', '5', '04/15/2020']
132 ['Uber Technologies', 'Phoenix', '85004', '5', '05/07/2020']
133 ['Vision Works', 'Chandler', '85226', '7', '04/23/2020']
134 ['Wild River Family Entertainment Center', 'Somerton', '85350', '9', '04/07/2020']
135 ['Yelp', 'Scottsdale', '85251', '7', '04/09/2020']
136 ['Zip Recruiter', 'Santa Monica', '90401', '7', '03/27/2020']