通过 ajax 获取请求使用 scrapy 从无限滚动页面中抓取数据
Scraping data from infinite scrolling page using scrapy via ajax get request
我是网络抓取的新手,我想从网站上抓取所有事件的信息Events in Oslo
我编写了一个示例代码来抓取数据,如下所示:
'''A Python script to scrape data from 10times.com'''
import scrapy
import requests
class EventFinder(scrapy.Spider):
'''Creating a custom spider class'''
name = 'EventSpider' #name of the spider
start_urls = ['https://10times.com/oslo-no?datefrom=2020-08-01&dateto=2021-07-31']
custom_settings = {
'FEED_URI' : 'tmp/event_details.csv'
# All the scraped data will be stored in event_details.csv under temp folder
}
def fetch(url)
def parse(self, response):
'''Function to get each event url'''
event_url = response.css(".mb-0 .text-decoration-none::attr(href)")
for link in event_url:
yield response.follow(link.get(),callback = self.parse_links)
def parse_links(self, response):
'''function to scrape data and yield the data in a csv file'''
event_name = response.css("h1::text").extract()
event_date = response.css(".mb-0 span::text").extract()
event_timings = response.css("#hvrout1 td:nth-child(1)::text").extract()
event_location = response.css("#map_dirr span , #map_dirr h3").css("::text").extract()
event_type = response.css("#hvrout2::text").extract()
event_tags = response.css("#hvrout2 a::text").extract()
for item in zip(event_name,event_date,event_timings,event_location,event_type,event_tags):
scraped_info = {
'Event Name' : item[0],
'Date' : item[1],
'Timings' : item[2],
'Location' : item[3],
'Event Type' : item[4],
'Event Tags' : item[5],
}
yield scraped_info
我编写的代码能够为第一页上列出的所有事件抓取数据,但是当我们向下滚动页面时,页面会通过 Ajax GET 请求动态加载更多数据,并且它无法抓取该数据。我看过一些视频并阅读了一些文章,但我无法弄清楚如何滚动滚动时动态生成的数据。如有任何帮助,我们将不胜感激。
'''A Python script to scrape data from 10times.com'''
import scrapy
import requests
class EventFinder(scrapy.Spider):
name = 'EventSpider' # name of the spider
#start_urls = ['https://10times.com/oslo-no?datefrom=2020-08-01&dateto=2021-07-31']
url = 'https://10times.com/ajax?for=scroll&path=/oslo-no&datefrom=2020-08-01&dateto=2021-07-31&ajax=1&page='
page = 1
start_urls = [url + str(page)]
custom_settings = {
'FEED_URI': 'tmp/event_details.csv'
# All the scraped data will be stored in event_details.csv under temp folder
}
def parse(self, response):
'''Function to get each event url'''
event_url = response.css(".mb-0 .text-decoration-none::attr(href)")
for link in event_url:
yield response.follow(link.get(), callback=self.parse_links)
# ONLY TWO PAGES
next_page = self.url + str(self.page+1)
yield scrapy.Request(next_page, callback=self.parse)
def parse_links(self, response):
'''function to scrape data and yield the data in a csv file'''
event_name = response.css("h1::text").extract()
event_date = response.css(".mb-0 span::text").extract()
event_timings = response.css("#hvrout1 td:nth-child(1)::text").extract()
event_location = response.css("#map_dirr span , #map_dirr h3").css("::text").extract()
event_type = response.css("#hvrout2::text").extract()
event_tags = response.css("#hvrout2 a::text").extract()
for item in zip(event_name, event_date, event_timings, event_location, event_type, event_tags):
scraped_info = {
'Event Name': item[0],
'Date': item[1],
'Timings': item[2],
'Location': item[3],
'Event Type': item[4],
'Event Tags': item[5],
}
yield scraped_info
输出:
{'Event Name': 'Nasjonale Konferanse Om Hjerneslag', 'Date': '18 - 19 Feb 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Oslo Kongressenter Folkets Hus AS', 'Event Type': ' Trade Show', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'Education Fair in Oslo', 'Date': '17 - 18 Feb 2021', 'Timings': ' 10:00 AM - 07:00 PM (General)\n ', 'Location': '\n Oslo Spektrum', 'Event Type': ' Trade Show', 'Event Tags': 'Education & Training'}
{'Event Name': 'EAAE Deans Summit', 'Date': '22 - 23 Apr 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Education & Training'}
{'Event Name': 'NAFEMS Physics Based Digital Twins', 'Date': '23 - 24 Mar 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Industrial Engineering'}
{'Event Name': 'Oslo Life Science Conference', 'Date': '15 - 18 Feb 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n University of Oslo', 'Event Type': ' Conference', 'Event Tags': 'Science & Research'}
{'Event Name': 'European Academy of Paediatric Dentistry Interim seminar', 'Date': '23 - 24 Apr 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Oslo Kongressenter Folkets Hus AS', 'Event Type': ' Conference', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'GLOBVAC Conference', 'Date': '20 - 21 Apr 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Clarion Hotel The Hub', 'Event Type': ' Conference', 'Event Tags': 'Wellness, Health & Fitness'}
{'Event Name': 'European Conference on Community Psychology', 'Date': '03 - 04 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Red Cross Conference Center', 'Event Type': ' Conference', 'Event Tags': 'Wellness, Health & Fitness'}
{'Event Name': 'Baltic Nordic Acoustics Meeting', 'Date': '03 - 05 May 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Clarion Hotel Oslo', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'The European Port House Conference', 'Date': '27 - 28 May 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': 'Petroleum Systems Conference', 'Date': '02 - 03 Feb 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Human Factors AS', 'Event Type': ' Conference', 'Event Tags': 'Power & Energy'}
{'Event Name': 'Oslo Yoga Festival', 'Date': '29 - 31 Jan 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Sagene samfunnshus', 'Event Type': ' Trade Show', 'Event Tags': 'Wellness, Health & Fitness'}
{'Event Name': 'NUGA Conference', 'Date': '28 - 30 Jan 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Clarion Hotel The Hub', 'Event Type': ' Conference', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'Anti-Corruption Nordics', 'Date': '26 - 28 Jan 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Education & Training'}
{'Event Name': 'Software', 'Date': '10 - 11 Feb 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'International Joint Conference on Metallurgical and Materials Engineering', 'Date': '18 - 20 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Industrial Engineering'}
{'Event Name': 'International Conference on Frontiers of Chemical Materials and Process', 'Date': '18 - 20 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Science & Research'}
{'Event Name': 'International Conference on Material Engineering and Advanced Manufacturing Technology', 'Date': '18 - 20 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Industrial Engineering'}
{'Event Name': '600Minutes Executive IT', 'Date': ' 02 Dec 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Science & Research'}
{'Event Name': "IDC's Multicloud Conference", 'Date': ' 18 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Gamle Logen - Selskapslokaler Oslo', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'European Intelligence and Security Informatics Conference', 'Date': '10 - 11 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n University of Oslo', 'Event Type': ' Conference', 'Event Tags': 'Security & Defense'}
{'Event Name': 'Digitalization of Automation Systems', 'Date': '25 - 26 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Meet Ullevaal', 'Event Type': ' Conference', 'Event Tags': 'Industrial Engineering'}
{'Event Name': 'Annual Privacy Forum', 'Date': '17 - 18 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'International Association of Lighting Designers Enlighten Europe', 'Date': '18 - 20 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Radisson Blu Scandinavia Hotel, Oslo', 'Event Type': ' Conference', 'Event Tags': 'Building & Construction'}
{'Event Name': 'Tedx Oslo', 'Date': ' 12 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': 'Oslo World Music Festival', 'Date': '27 Oct - 01 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Oslo Visitor Centre', 'Event Type': ' Trade Show', 'Event Tags': 'Entertainment & Media'}
{'Event Name': 'Nordic Educational Meeting', 'Date': '10 - 11 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Radisson Blu Scandinavia Hotel, Oslo', 'Event Type': ' Conference', 'Event Tags': 'Education & Training'}
{'Event Name': 'Nordic Place Branding Conference', 'Date': ' 26 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Rådhuset', 'Event Type': ' Conference', 'Event Tags': 'Banking & Finance'}
{'Event Name': 'Specsavers Clinical Conference', 'Date': ' 13 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Radisson Blu Scandinavia Hotel, Oslo', 'Event Type': ' Conference', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'IDC Future of Work conference', 'Date': ' 28 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Gamle Logen - Selskapslokaler Oslo', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': 'CMO Executive Forum NO', 'Date': ' 27 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Ekebergrestauranten', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': "EARMA's Annual Conference", 'Date': '29 Sep - 01 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Oslo Kongressenter Folkets Hus AS', 'Event Type': ' Conference', 'Event Tags': 'Banking & Finance'}
{'Event Name': 'EOCCS Learning Community Symposium', 'Date': '24 - 25 Sep 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'BI Norwegian Business School', 'Event Type': ' Conference', 'Event Tags': 'Education & Training'}
{'Event Name': 'CHFR Symposium', 'Date': '23 - 25 Sep 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Scandic Holmenkollen Park', 'Event Type': ' Conference', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'Nordic and Baltic Stata Conference', 'Date': ' 24 Sep 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Cancer Registry Norway', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': '600Minutes CFO', 'Date': ' 13 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Clarion Hotel Oslo', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': 'Healthy Buildings Europe', 'Date': '21 - 23 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Inland Norway University of Applied Sciences', 'Event Type': ' Conference', 'Event Tags': 'Building & Construction'}
{'Event Name': 'Access MBA Tour Oslo', 'Date': ' 24 Sep 2020', 'Timings': ' 04:30 PM - 09:30 PM', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': 'Oslo Urban Arena', 'Date': '10 - 11 Sep 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Samfunnssalen Event & Konferanse', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'World Congress on Cancer', 'Date': '14 - 16 Sep 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Soria Moria hotell og konferansesenter', 'Event Type': ' Conference', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'International Conference on Defects in Semiconductors', 'Date': '26 - 30 Jul 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n University of Oslo', 'Event Type': ' Conference', 'Event Tags': 'Electric & Electronics'}
{'Event Name': 'International Conference on Ict Systems Security and Privacy Protection', 'Date': '22 - 24 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n University of Oslo', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'International Conference on Intelligent Information Systems', 'Date': '17 - 18 Jul 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Scandic KNA Hotel', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
我是网络抓取的新手,我想从网站上抓取所有事件的信息Events in Oslo
我编写了一个示例代码来抓取数据,如下所示:
'''A Python script to scrape data from 10times.com'''
import scrapy
import requests
class EventFinder(scrapy.Spider):
'''Creating a custom spider class'''
name = 'EventSpider' #name of the spider
start_urls = ['https://10times.com/oslo-no?datefrom=2020-08-01&dateto=2021-07-31']
custom_settings = {
'FEED_URI' : 'tmp/event_details.csv'
# All the scraped data will be stored in event_details.csv under temp folder
}
def fetch(url)
def parse(self, response):
'''Function to get each event url'''
event_url = response.css(".mb-0 .text-decoration-none::attr(href)")
for link in event_url:
yield response.follow(link.get(),callback = self.parse_links)
def parse_links(self, response):
'''function to scrape data and yield the data in a csv file'''
event_name = response.css("h1::text").extract()
event_date = response.css(".mb-0 span::text").extract()
event_timings = response.css("#hvrout1 td:nth-child(1)::text").extract()
event_location = response.css("#map_dirr span , #map_dirr h3").css("::text").extract()
event_type = response.css("#hvrout2::text").extract()
event_tags = response.css("#hvrout2 a::text").extract()
for item in zip(event_name,event_date,event_timings,event_location,event_type,event_tags):
scraped_info = {
'Event Name' : item[0],
'Date' : item[1],
'Timings' : item[2],
'Location' : item[3],
'Event Type' : item[4],
'Event Tags' : item[5],
}
yield scraped_info
我编写的代码能够为第一页上列出的所有事件抓取数据,但是当我们向下滚动页面时,页面会通过 Ajax GET 请求动态加载更多数据,并且它无法抓取该数据。我看过一些视频并阅读了一些文章,但我无法弄清楚如何滚动滚动时动态生成的数据。如有任何帮助,我们将不胜感激。
'''A Python script to scrape data from 10times.com'''
import scrapy
import requests
class EventFinder(scrapy.Spider):
name = 'EventSpider' # name of the spider
#start_urls = ['https://10times.com/oslo-no?datefrom=2020-08-01&dateto=2021-07-31']
url = 'https://10times.com/ajax?for=scroll&path=/oslo-no&datefrom=2020-08-01&dateto=2021-07-31&ajax=1&page='
page = 1
start_urls = [url + str(page)]
custom_settings = {
'FEED_URI': 'tmp/event_details.csv'
# All the scraped data will be stored in event_details.csv under temp folder
}
def parse(self, response):
'''Function to get each event url'''
event_url = response.css(".mb-0 .text-decoration-none::attr(href)")
for link in event_url:
yield response.follow(link.get(), callback=self.parse_links)
# ONLY TWO PAGES
next_page = self.url + str(self.page+1)
yield scrapy.Request(next_page, callback=self.parse)
def parse_links(self, response):
'''function to scrape data and yield the data in a csv file'''
event_name = response.css("h1::text").extract()
event_date = response.css(".mb-0 span::text").extract()
event_timings = response.css("#hvrout1 td:nth-child(1)::text").extract()
event_location = response.css("#map_dirr span , #map_dirr h3").css("::text").extract()
event_type = response.css("#hvrout2::text").extract()
event_tags = response.css("#hvrout2 a::text").extract()
for item in zip(event_name, event_date, event_timings, event_location, event_type, event_tags):
scraped_info = {
'Event Name': item[0],
'Date': item[1],
'Timings': item[2],
'Location': item[3],
'Event Type': item[4],
'Event Tags': item[5],
}
yield scraped_info
输出:
{'Event Name': 'Nasjonale Konferanse Om Hjerneslag', 'Date': '18 - 19 Feb 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Oslo Kongressenter Folkets Hus AS', 'Event Type': ' Trade Show', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'Education Fair in Oslo', 'Date': '17 - 18 Feb 2021', 'Timings': ' 10:00 AM - 07:00 PM (General)\n ', 'Location': '\n Oslo Spektrum', 'Event Type': ' Trade Show', 'Event Tags': 'Education & Training'}
{'Event Name': 'EAAE Deans Summit', 'Date': '22 - 23 Apr 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Education & Training'}
{'Event Name': 'NAFEMS Physics Based Digital Twins', 'Date': '23 - 24 Mar 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Industrial Engineering'}
{'Event Name': 'Oslo Life Science Conference', 'Date': '15 - 18 Feb 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n University of Oslo', 'Event Type': ' Conference', 'Event Tags': 'Science & Research'}
{'Event Name': 'European Academy of Paediatric Dentistry Interim seminar', 'Date': '23 - 24 Apr 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Oslo Kongressenter Folkets Hus AS', 'Event Type': ' Conference', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'GLOBVAC Conference', 'Date': '20 - 21 Apr 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Clarion Hotel The Hub', 'Event Type': ' Conference', 'Event Tags': 'Wellness, Health & Fitness'}
{'Event Name': 'European Conference on Community Psychology', 'Date': '03 - 04 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Red Cross Conference Center', 'Event Type': ' Conference', 'Event Tags': 'Wellness, Health & Fitness'}
{'Event Name': 'Baltic Nordic Acoustics Meeting', 'Date': '03 - 05 May 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Clarion Hotel Oslo', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'The European Port House Conference', 'Date': '27 - 28 May 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': 'Petroleum Systems Conference', 'Date': '02 - 03 Feb 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Human Factors AS', 'Event Type': ' Conference', 'Event Tags': 'Power & Energy'}
{'Event Name': 'Oslo Yoga Festival', 'Date': '29 - 31 Jan 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Sagene samfunnshus', 'Event Type': ' Trade Show', 'Event Tags': 'Wellness, Health & Fitness'}
{'Event Name': 'NUGA Conference', 'Date': '28 - 30 Jan 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Clarion Hotel The Hub', 'Event Type': ' Conference', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'Anti-Corruption Nordics', 'Date': '26 - 28 Jan 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Education & Training'}
{'Event Name': 'Software', 'Date': '10 - 11 Feb 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'International Joint Conference on Metallurgical and Materials Engineering', 'Date': '18 - 20 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Industrial Engineering'}
{'Event Name': 'International Conference on Frontiers of Chemical Materials and Process', 'Date': '18 - 20 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Science & Research'}
{'Event Name': 'International Conference on Material Engineering and Advanced Manufacturing Technology', 'Date': '18 - 20 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Industrial Engineering'}
{'Event Name': '600Minutes Executive IT', 'Date': ' 02 Dec 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Science & Research'}
{'Event Name': "IDC's Multicloud Conference", 'Date': ' 18 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Gamle Logen - Selskapslokaler Oslo', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'European Intelligence and Security Informatics Conference', 'Date': '10 - 11 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n University of Oslo', 'Event Type': ' Conference', 'Event Tags': 'Security & Defense'}
{'Event Name': 'Digitalization of Automation Systems', 'Date': '25 - 26 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Meet Ullevaal', 'Event Type': ' Conference', 'Event Tags': 'Industrial Engineering'}
{'Event Name': 'Annual Privacy Forum', 'Date': '17 - 18 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'International Association of Lighting Designers Enlighten Europe', 'Date': '18 - 20 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Radisson Blu Scandinavia Hotel, Oslo', 'Event Type': ' Conference', 'Event Tags': 'Building & Construction'}
{'Event Name': 'Tedx Oslo', 'Date': ' 12 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': 'Oslo World Music Festival', 'Date': '27 Oct - 01 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Oslo Visitor Centre', 'Event Type': ' Trade Show', 'Event Tags': 'Entertainment & Media'}
{'Event Name': 'Nordic Educational Meeting', 'Date': '10 - 11 Nov 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Radisson Blu Scandinavia Hotel, Oslo', 'Event Type': ' Conference', 'Event Tags': 'Education & Training'}
{'Event Name': 'Nordic Place Branding Conference', 'Date': ' 26 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Rådhuset', 'Event Type': ' Conference', 'Event Tags': 'Banking & Finance'}
{'Event Name': 'Specsavers Clinical Conference', 'Date': ' 13 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Radisson Blu Scandinavia Hotel, Oslo', 'Event Type': ' Conference', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'IDC Future of Work conference', 'Date': ' 28 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Gamle Logen - Selskapslokaler Oslo', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': 'CMO Executive Forum NO', 'Date': ' 27 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Ekebergrestauranten', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': "EARMA's Annual Conference", 'Date': '29 Sep - 01 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Oslo Kongressenter Folkets Hus AS', 'Event Type': ' Conference', 'Event Tags': 'Banking & Finance'}
{'Event Name': 'EOCCS Learning Community Symposium', 'Date': '24 - 25 Sep 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'BI Norwegian Business School', 'Event Type': ' Conference', 'Event Tags': 'Education & Training'}
{'Event Name': 'CHFR Symposium', 'Date': '23 - 25 Sep 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Scandic Holmenkollen Park', 'Event Type': ' Conference', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'Nordic and Baltic Stata Conference', 'Date': ' 24 Sep 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Cancer Registry Norway', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': '600Minutes CFO', 'Date': ' 13 Oct 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Clarion Hotel Oslo', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': 'Healthy Buildings Europe', 'Date': '21 - 23 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Inland Norway University of Applied Sciences', 'Event Type': ' Conference', 'Event Tags': 'Building & Construction'}
{'Event Name': 'Access MBA Tour Oslo', 'Date': ' 24 Sep 2020', 'Timings': ' 04:30 PM - 09:30 PM', 'Location': 'Venue to be announced', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}
{'Event Name': 'Oslo Urban Arena', 'Date': '10 - 11 Sep 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Samfunnssalen Event & Konferanse', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'World Congress on Cancer', 'Date': '14 - 16 Sep 2020', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n Soria Moria hotell og konferansesenter', 'Event Type': ' Conference', 'Event Tags': 'Medical & Pharma'}
{'Event Name': 'International Conference on Defects in Semiconductors', 'Date': '26 - 30 Jul 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n University of Oslo', 'Event Type': ' Conference', 'Event Tags': 'Electric & Electronics'}
{'Event Name': 'International Conference on Ict Systems Security and Privacy Protection', 'Date': '22 - 24 Jun 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': '\n University of Oslo', 'Event Type': ' Conference', 'Event Tags': 'IT & Technology'}
{'Event Name': 'International Conference on Intelligent Information Systems', 'Date': '17 - 18 Jul 2021', 'Timings': ' 09:00 AM-06:00 PM (expected)', 'Location': 'Scandic KNA Hotel', 'Event Type': ' Conference', 'Event Tags': 'Business Services'}