South china morning post-Web scraping


In [7]:
! pip install beautifulsoup4


Collecting beautifulsoup3
  Could not find a version that satisfies the requirement beautifulsoup3 (from versions: )
No matching distribution found for beautifulsoup3
You are using pip version 8.1.2, however version 9.0.1 is available.
You should consider upgrading via the 'python -m pip install --upgrade pip' command.

Import libraries


In [1]:
from urllib.request import urlopen
from bs4 import BeautifulSoup
import csv
import numpy as np

Load the URL and store it


In [2]:
#Open URL and read it
url = urlopen("http://www.scmp.com/content/search/canada?f[0]=im_field_label_tag%3A544&f[1]=ds_created%3A%5B2008-03-01T00%3A00%3A00Z%20TO%202017-02-29T23%3A59%3A59Z%5D")
content = url.read()

In [3]:
soup = BeautifulSoup(content)


C:\Users\Jose Manuel\Anaconda3\lib\site-packages\bs4\__init__.py:181: UserWarning: No parser was explicitly specified, so I'm using the best available HTML parser for this system ("lxml"). This usually isn't a problem, but if you run this code on another system, or in a different virtual environment, it may use a different parser and behave differently.

The code that caused this warning is on line 184 of the file C:\Users\Jose Manuel\Anaconda3\lib\runpy.py. To get rid of this warning, change code that looks like this:

 BeautifulSoup([your markup])

to this:

 BeautifulSoup([your markup], "lxml")

  markup_type=markup_type))

In [4]:
# The are 12 results webpages with 10 news articles per webpage.
links=[] #create a list of links to the 5 pages
wbp="http://www.scmp.com"
for divTag in soup.find_all( "div", {"class" : "item-list"}):
    for ulTag in divTag.find_all( "li", {"class" : "pager-item"}):
        links.append(wbp+ulTag.a["href"])

Extract data from each hyperlink and store it in the dictionary


In [12]:
#Initialize empty dictionary to fill with data 
my_dict={}
wbp="http://www.scmp.com"
count_1=0
for link in links: 
    count_1=count_1+1
    #Open link
    url = urlopen(link) #Open webpage of results
    content = url.read()
    soup = BeautifulSoup(content)
    count_2=0
    for divTag in soup.findAll("div", { "class" : "search-result-wrapper"}): #Get the links of the pages of news
        count_2=count_2+1
        page=wbp+divTag.h3.a['href'] 
        try:
            print('Link:',count_1,'Page:',count_2)
            print(page)
            url = urlopen(page)  #Open page of the news article
            content = url.read()
            soup = BeautifulSoup(content)
            content_temp=''
            my_dict['Page-'+str((count_1-1)*10+count_2)]={}
            for divTag_2 in soup.findAll("h1", { "class" : "title"}):   #Get headline
                my_dict['Page-'+str((count_1-1)*10+count_2)]['headline']=divTag_2.text
            for divTag_3 in soup.findAll("div", { "class" : "pane-content"}): #Get content
                for divTag_4 in divTag_3.findAll("p"):
                    try:
                        content_temp=content_temp+' '+divTag_4.text
                    except:
                        continue
            my_dict['Page-'+str((count_1-1)*10+count_2)]['content']= content_temp
        except:
            continue


C:\Users\Jose Manuel\Anaconda3\lib\site-packages\bs4\__init__.py:181: UserWarning: No parser was explicitly specified, so I'm using the best available HTML parser for this system ("lxml"). This usually isn't a problem, but if you run this code on another system, or in a different virtual environment, it may use a different parser and behave differently.

The code that caused this warning is on line 184 of the file C:\Users\Jose Manuel\Anaconda3\lib\runpy.py. To get rid of this warning, change code that looks like this:

 BeautifulSoup([your markup])

to this:

 BeautifulSoup([your markup], "lxml")

  markup_type=markup_type))
Link: 1 Page: 1
http://www.scmp.com/property/international/article/2066734/bc-government-plans-lift-15-cent-foreign-buyer-tax-those-work
Link: 1 Page: 2
http://www.scmp.com/news/world/united-states-canada/article/2065300/canadian-property-owner-sues-over-denial-moby-dick
Link: 1 Page: 3
http://www.scmp.com/news/world/united-states-canada/article/2063520/vancouver-airport-reveals-us42-billion-expansion
Link: 1 Page: 4
http://www.scmp.com/property/international/article/2061199/bc-housing-starts-hit-highest-level-decades-last-year
Link: 1 Page: 5
http://www.scmp.com/tech/article/2056856/canada-declares-broadband-internet-access-basic-service
Link: 1 Page: 6
http://www.scmp.com/property/international/article/2062776/bc-has-record-year-home-sales-2016
Link: 1 Page: 7
http://www.scmp.com/news/world/united-states-canada/article/2059523/canadian-winter-weather-pushes-bc-power-consumption
Link: 1 Page: 8
http://www.scmp.com/tech/start-ups/article/2058930/kick-starting-drive-hydrogen-fuel-cell-20
Link: 1 Page: 9
http://www.scmp.com/property/international/article/2056519/vancouver-home-affordability-hits-record-low-may-be-turning
Link: 1 Page: 10
http://www.scmp.com/news/world/united-states-canada/article/2048890/british-columbia-home-20-canadas-top-100-most
Link: 2 Page: 1
http://www.scmp.com/news/world/united-states-canada/article/2056266/canadian-environmentalists-fight-pipeline-expansion
Link: 2 Page: 2
http://www.scmp.com/news/world/united-states-canada/article/2046183/trump-win-could-strain-us-trade-relations-canada
Link: 2 Page: 3
http://www.scmp.com/news/world/united-states-canada/article/2048540/retail-sales-strong-across-bc-year-over-year
Link: 2 Page: 4
http://www.scmp.com/tech/article/2038822/satellite-phones-key-government-operations-when-big-one-hits-canada
Link: 2 Page: 5
http://www.scmp.com/property/international/article/2038546/bank-canada-maintains-overnight-rate-downgrades-outlook
Link: 2 Page: 6
http://www.scmp.com/tech/science-research/article/2028744/victoria-best-place-canada-be-woman
Link: 2 Page: 7
http://www.scmp.com/property/international/article/2028067/vancouver-once-again-has-canadas-biggest-jump-repeat-home
Link: 2 Page: 8
http://www.scmp.com/property/international/article/2027673/canadas-foreign-real-estate-buyers-tax-wont-be-long-term
Link: 2 Page: 9
http://www.scmp.com/news/world/united-states-canada/article/2026643/bc-growth-decelerating-canada-cranks-out-67000-jobs
Link: 2 Page: 10
http://www.scmp.com/news/world/united-states-canada/article/2026641/legalised-pot-set-spark-new-joint-ventures-canada
Link: 3 Page: 1
http://www.scmp.com/news/world/united-states-canada/article/2048189/provincial-candian-premiers-landlord-linked-soccer
Link: 3 Page: 2
http://www.scmp.com/property/international/article/2046074/vancouver-continue-lead-canadian-economic-growth-next-year
Link: 3 Page: 3
http://www.scmp.com/news/world/united-states-canada/article/2025975/bc-expected-lead-canadas-economic-growth-2017
Link: 3 Page: 4
http://www.scmp.com/news/world/united-states-canada/article/2024874/federal-government-sets-low-bar-carbon-pricing
Link: 3 Page: 5
http://www.scmp.com/news/world/united-states-canada/article/2024574/food-prices-rise-canada-sink-united-states
Link: 3 Page: 6
http://www.scmp.com/property/international/article/2047274/vancouver-outlines-exemptions-new-empty-homes-tax
Link: 3 Page: 7
http://www.scmp.com/news/world/united-states-canada/article/2023936/canadas-competition-bureau-takes-action-against
Link: 3 Page: 8
http://www.scmp.com/tech/start-ups/article/2042331/vancouvers-burgeoning-latin-american-community-means-business
Link: 3 Page: 9
http://www.scmp.com/news/world/united-states-canada/article/2042269/ottawa-spend-us60-billion-over-next-decade-capital
Link: 3 Page: 10
http://www.scmp.com/news/world/united-states-canada/article/2023290/canada-approves-petronas-lng-project-catch
Link: 4 Page: 1
http://www.scmp.com/news/world/united-states-canada/article/2022855/canadas-businesses-need-be-more-courageous-stimulate
Link: 4 Page: 2
http://www.scmp.com/news/china/policies-politics/article/2021977/china-canada-sign-treaty-return-assets-stolen-fraud
Link: 4 Page: 3
http://www.scmp.com/news/china/diplomacy-defence/article/2021917/china-canada-mull-free-trade-talks-deepen-commercial
Link: 4 Page: 4
http://www.scmp.com/news/world/united-states-canada/article/2039821/vancouvers-airport-boss-voices-disapproval-federal
Link: 4 Page: 5
http://www.scmp.com/property/international/article/2020874/canada-announces-c500-million-affordable-housing
Link: 4 Page: 6
http://www.scmp.com/news/world/united-states-canada/article/2039482/inflation-rate-cools-canadian-province-august
Link: 4 Page: 7
http://www.scmp.com/news/world/united-states-canada/article/2042593/bc-minister-forges-closer-ties-between-canadian
Link: 4 Page: 8
http://www.scmp.com/tech/start-ups/article/2042601/bcs-c100m-tech-fund-drops-c15m-vancouver-firm
Link: 4 Page: 9
http://www.scmp.com/news/world/united-states-canada/article/2041879/missed-revenue-opportunities-and-too-much-politics
Link: 4 Page: 10
http://www.scmp.com/news/world/united-states-canada/article/2018223/more-mexico-vancouver-flights-when-canada-lifts
Link: 5 Page: 1
http://www.scmp.com/property/international/article/2066734/bc-government-plans-lift-15-cent-foreign-buyer-tax-those-work
Link: 5 Page: 2
http://www.scmp.com/news/world/united-states-canada/article/2065300/canadian-property-owner-sues-over-denial-moby-dick
Link: 5 Page: 3
http://www.scmp.com/news/world/united-states-canada/article/2063520/vancouver-airport-reveals-us42-billion-expansion
Link: 5 Page: 4
http://www.scmp.com/property/international/article/2061199/bc-housing-starts-hit-highest-level-decades-last-year
Link: 5 Page: 5
http://www.scmp.com/tech/article/2056856/canada-declares-broadband-internet-access-basic-service
Link: 5 Page: 6
http://www.scmp.com/property/international/article/2062776/bc-has-record-year-home-sales-2016
Link: 5 Page: 7
http://www.scmp.com/news/world/united-states-canada/article/2059523/canadian-winter-weather-pushes-bc-power-consumption
Link: 5 Page: 8
http://www.scmp.com/tech/start-ups/article/2058930/kick-starting-drive-hydrogen-fuel-cell-20
Link: 5 Page: 9
http://www.scmp.com/property/international/article/2056519/vancouver-home-affordability-hits-record-low-may-be-turning
Link: 5 Page: 10
http://www.scmp.com/news/world/united-states-canada/article/2048890/british-columbia-home-20-canadas-top-100-most
Link: 6 Page: 1
http://www.scmp.com/news/world/united-states-canada/article/2056266/canadian-environmentalists-fight-pipeline-expansion
Link: 6 Page: 2
http://www.scmp.com/news/world/united-states-canada/article/2046183/trump-win-could-strain-us-trade-relations-canada
Link: 6 Page: 3
http://www.scmp.com/news/world/united-states-canada/article/2048540/retail-sales-strong-across-bc-year-over-year
Link: 6 Page: 4
http://www.scmp.com/tech/article/2038822/satellite-phones-key-government-operations-when-big-one-hits-canada
Link: 6 Page: 5
http://www.scmp.com/property/international/article/2038546/bank-canada-maintains-overnight-rate-downgrades-outlook
Link: 6 Page: 6
http://www.scmp.com/tech/science-research/article/2028744/victoria-best-place-canada-be-woman
Link: 6 Page: 7
http://www.scmp.com/property/international/article/2028067/vancouver-once-again-has-canadas-biggest-jump-repeat-home
Link: 6 Page: 8
http://www.scmp.com/property/international/article/2027673/canadas-foreign-real-estate-buyers-tax-wont-be-long-term
Link: 6 Page: 9
http://www.scmp.com/news/world/united-states-canada/article/2026643/bc-growth-decelerating-canada-cranks-out-67000-jobs
Link: 6 Page: 10
http://www.scmp.com/news/world/united-states-canada/article/2026641/legalised-pot-set-spark-new-joint-ventures-canada
Link: 7 Page: 1
http://www.scmp.com/news/world/united-states-canada/article/2048189/provincial-candian-premiers-landlord-linked-soccer
Link: 7 Page: 2
http://www.scmp.com/property/international/article/2046074/vancouver-continue-lead-canadian-economic-growth-next-year
Link: 7 Page: 3
http://www.scmp.com/news/world/united-states-canada/article/2025975/bc-expected-lead-canadas-economic-growth-2017
Link: 7 Page: 4
http://www.scmp.com/news/world/united-states-canada/article/2024874/federal-government-sets-low-bar-carbon-pricing
Link: 7 Page: 5
http://www.scmp.com/news/world/united-states-canada/article/2024574/food-prices-rise-canada-sink-united-states
Link: 7 Page: 6
http://www.scmp.com/property/international/article/2047274/vancouver-outlines-exemptions-new-empty-homes-tax
Link: 7 Page: 7
http://www.scmp.com/news/world/united-states-canada/article/2023936/canadas-competition-bureau-takes-action-against
Link: 7 Page: 8
http://www.scmp.com/tech/start-ups/article/2042331/vancouvers-burgeoning-latin-american-community-means-business
Link: 7 Page: 9
http://www.scmp.com/news/world/united-states-canada/article/2042269/ottawa-spend-us60-billion-over-next-decade-capital
Link: 7 Page: 10
http://www.scmp.com/news/world/united-states-canada/article/2023290/canada-approves-petronas-lng-project-catch
Link: 8 Page: 1
http://www.scmp.com/news/world/united-states-canada/article/2022855/canadas-businesses-need-be-more-courageous-stimulate
Link: 8 Page: 2
http://www.scmp.com/news/china/policies-politics/article/2021977/china-canada-sign-treaty-return-assets-stolen-fraud
Link: 8 Page: 3
http://www.scmp.com/news/china/diplomacy-defence/article/2021917/china-canada-mull-free-trade-talks-deepen-commercial
Link: 8 Page: 4
http://www.scmp.com/news/world/united-states-canada/article/2039821/vancouvers-airport-boss-voices-disapproval-federal
Link: 8 Page: 5
http://www.scmp.com/property/international/article/2020874/canada-announces-c500-million-affordable-housing
Link: 8 Page: 6
http://www.scmp.com/news/world/united-states-canada/article/2039482/inflation-rate-cools-canadian-province-august
Link: 8 Page: 7
http://www.scmp.com/news/world/united-states-canada/article/2042593/bc-minister-forges-closer-ties-between-canadian
Link: 8 Page: 8
http://www.scmp.com/tech/start-ups/article/2042601/bcs-c100m-tech-fund-drops-c15m-vancouver-firm
Link: 8 Page: 9
http://www.scmp.com/news/world/united-states-canada/article/2041879/missed-revenue-opportunities-and-too-much-politics
Link: 8 Page: 10
http://www.scmp.com/news/world/united-states-canada/article/2018223/more-mexico-vancouver-flights-when-canada-lifts
Link: 9 Page: 1
http://www.scmp.com/news/world/united-states-canada/article/2018127/bc-loses-jobs-august-unemployment-rate-remains
Link: 9 Page: 2
http://www.scmp.com/tech/science-research/article/2029001/new-us500m-biotech-venture-fund-be-based-vancouver
Link: 9 Page: 3
http://www.scmp.com/news/world/united-states-canada/article/2038823/bc-consumer-spending-more-7-cent-over-past-year
Link: 9 Page: 4
http://www.scmp.com/news/world/united-states-canada/article/2040528/bc-liberal-fundraising-challenged-court
Link: 9 Page: 5
http://www.scmp.com/tech/apps-gaming/article/2040217/vancouver-video-game-studio-retools-gears-war-saga
Link: 9 Page: 6
http://www.scmp.com/news/world/united-states-canada/article/2009209/canada-post-workers-union-issues-72-hour-notice-job
Link: 9 Page: 7
http://www.scmp.com/tech/start-ups/article/2025641/why-financial-institutions-vancouver-start-ups-are-aiming
Link: 9 Page: 8
http://www.scmp.com/property/international/article/2029370/class-action-against-canadian-city-vancouver-takes-aim
Link: 9 Page: 9
http://www.scmp.com/tech/e-commerce/article/2029070/canadian-e-commerce-firm-survival-requires-cutting-edge-technology
Link: 9 Page: 10
http://www.scmp.com/news/world/united-states-canada/article/2024894/canadian-turkey-consumption-shifts-more-processed
Link: 10 Page: 1
http://www.scmp.com/news/world/united-states-canada/article/2020878/bc-canadian-employers-forecast-modest-salary
Link: 10 Page: 2
http://www.scmp.com/news/world/united-states-canada/article/2025249/auditor-general-says-better-monitoring-needed-bc
Link: 10 Page: 3
http://www.scmp.com/news/china/diplomacy-defence/article/2010926/seven-things-you-need-know-about-canadian-prime
Link: 10 Page: 4
http://www.scmp.com/news/world/united-states-canada/article/2024873/canadian-liberals-nix-fall-legislature-sitting
Link: 10 Page: 5
http://www.scmp.com/property/international/article/2025246/metro-vancouver-home-sales-continue-plunge-september
Link: 10 Page: 6
http://www.scmp.com/news/world/united-states-canada/article/2023932/emissions-cap-petronas-could-be-boon-bc-hydro
Link: 10 Page: 7
http://www.scmp.com/tech/leaders-founders/article/2021233/microsofts-bill-gates-satya-nadella-champion-vancouvers
Link: 10 Page: 8
http://www.scmp.com/news/world/united-states-canada/article/2010965/bc-canadians-have-mixed-feelings-about-economic-ties
Link: 10 Page: 9
http://www.scmp.com/news/world/united-states-canada/article/2021905/august-was-busiest-ever-month-vancouver
Link: 10 Page: 10
http://www.scmp.com/tech/leaders-founders/article/2021641/google-canadian-company-global-e-commerce-wrangle
Link: 11 Page: 1
http://www.scmp.com/news/world/united-states-canada/article/2023241/canadian-utilities-commission-nixes-creative-energy
Link: 11 Page: 2
http://www.scmp.com/news/world/united-states-canada/article/2023232/vancouver-resident-accused-defrauding-investors
Link: 11 Page: 3
http://www.scmp.com/property/international/article/2023598/vancouver-real-estate-has-highest-bubble-risk-world-ubs
Link: 11 Page: 4
http://www.scmp.com/tech/article/2022552/vancouver-fintech-named-criminal-organisation-us
Link: 11 Page: 5
http://www.scmp.com/property/international/article/2021904/home-data-shows-provinces-15-cent-tax-foreign-buyers
Link: 11 Page: 6
http://www.scmp.com/tech/enterprises/article/2020884/tech-experts-call-dedicated-lanes-self-driving-cars-between
Link: 11 Page: 7
http://www.scmp.com/news/china/diplomacy-defence/article/2009681/what-expect-justin-trudeaus-trip-china
Link: 11 Page: 8
http://www.scmp.com/tech/start-ups/article/2011511/routific-putting-itself-tech-map-logistics-software
Link: 11 Page: 9
http://www.scmp.com/news/world/united-states-canada/article/2011211/canadian-cancer-agency-spinoff-faces-fraud
Link: 11 Page: 10
http://www.scmp.com/news/world/united-states-canada/article/2011512/canadian-citys-business-owners-fear-housing-costs
Link: 12 Page: 1
http://www.scmp.com/news/world/united-states-canada/article/2010963/airbnb-signing-bonus-could-eat-vancouvers-rental
Link: 12 Page: 2
http://www.scmp.com/tech/innovation/article/2011207/canadian-company-puts-touchless-tool-doctors-hands
Link: 12 Page: 3
http://www.scmp.com/news/world/united-states-canada/article/2009680/deep-fried-dishes-dominate-annual-vancouver-summer
Link: 12 Page: 4
http://www.scmp.com/property/international/article/2009180/prices-cut-canadian-property-markets-sales-plunge
Link: 12 Page: 5
http://www.scmp.com/news/world/united-states-canada/article/1994773/foreign-home-buyers-vancouver-hit-hk-style-15pc-tax
Link: 12 Page: 6
http://www.scmp.com/news/world/united-states-canada/article/1977384/wild-mama-bear-saves-woman-stalking-wolf
Link: 12 Page: 7
http://www.scmp.com/news/world/article/1907124/more-money-pot-canada-poised-reap-billions-dollars-tax-revenue-legalising
Link: 12 Page: 8
http://www.scmp.com/news/world/united-states-canada/article/1941623/thousands-be-airlifted-safety-canadian-wildfires
Link: 12 Page: 9
http://www.scmp.com/news/world/united-states-canada/article/1944701/canadians-are-standing-you-pm-justin-trudeau-vows
Link: 12 Page: 10
http://www.scmp.com/news/world/americas/article/1937011/watch-crazy-hat-lady-jumps-toronto-zoo-tiger-enclosure-retrieve

In [20]:
#encode weird characters to ascii
my_dict_1={}
import unicodedata
for x in range(1,121):
    my_dict_1['Page-'+str(x)]={}
    my_dict_1['Page-'+str(x)]['content']=unicodedata.normalize('NFKD',my_dict['Page-'+str(x)]['content']).encode('ascii','ignore')

In [21]:
#encode content to utf-8
my_dict_fin={}
for x in range(1,121):
    my_dict_fin['Page-'+str(x)]={}
    my_dict_fin['Page-'+str(x)]['content'] = str(my_dict_1['Page-'+str(x)]['content'], "utf-8")

In [24]:
#Write CSV file
with open("scmp_news.csv","w") as toWrite:
    writer=csv.writer(toWrite,delimiter=",")
    writer.writerow([ "Headline","Content"])
    for x in range(1,121):
        x=str(x)
        writer.writerow([my_dict['Page-'+x]['headline'], my_dict_fin['Page-'+x]['content']])

Import CSV File and open


In [16]:
#Import CSV file to open
import pandas
news_articles = pandas.read_csv('scmp_news.csv', encoding = "ISO-8859-1")
news_articles


Out[16]:
Headline Content
0 B.C. government plans to lift 15 per cent fore... Business in Vancouver A timeline for the c...
1 Canadian property owner sues over denial of Mo... Business in Vancouver Owners council’s ref...
2 Vancouver airport reveals US$4.2 billion expan... Business in Vancouver Expansions to five t...
3 BC housing starts hit highest level in decades... Business in Vancouver Province’s yearly to...
4 Canada declares broadband Internet access a ba... Business in Vancouver The regulator has se...
5 BC has record year for home sales in 2016 Business in Vancouver Canadian province’s ...
6 Canadian winter weather pushes BC power consum... Business in Vancouver Monday saw the most ...
7 Kick-starting the drive for ‘hydrogen fuel cel... Business in Vancouver Vancouver company Lo...
8 Vancouver home affordability hits record low b... Business in Vancouver The city is still—by...
9 British Columbia home to 20 of Canada’s top 10... Business in Vancouver Women’s Executive Ne...
10 Canadian environmentalists fight pipeline expa... Business in Vancouver Increased tanker tra...
11 Trump win could strain US trade relations with... Business in Vancouver Deal-making likely t...
12 Retail sales strong across BC year-over-year i... Business in Vancouver Top spending Canadia...
13 Satellite phones key in government operations ... Business in Vancouver Busy signals, power ...
14 Bank of Canada maintains overnight rate but do... Business in Vancouver Forecasted growth no...
15 Victoria the best place in Canada to be a woman Business in Vancouver Report says city is ...
16 Vancouver once again has Canada’s biggest jump... Business in Vancouver 24 per cent increase...
17 Canada’s foreign real estate buyers tax won’t ... Business in Vancouver Royal Bank of Canada...
18 BC growth ‘decelerating’ as Canada cranks out ... Business in Vancouver Unemployment rate st...
19 Legalised pot set to spark new joint ventures ... Business in Vancouver Prospect of legalisa...
20 Provincial Canadian premier’s landlord linked ... Business in Vancouver Spokesman says Chris...
21 Vancouver to continue to lead Canadian economi... Business in Vancouver City is on track to ...
22 BC expected to lead in Canada’s economic growt... Business in Vancouver Bank of Montreal exp...
23 Canada sets a low bar for carbon pricing Business in Vancouver Under new federal be...
24 Food prices rise in Canada, sink in the United... Business in Vancouver Walmart expansion sp...
25 Vancouver outlines exemptions on new empty hom... Business in Vancouver Owners who are under...
26 Canada’s Competition Bureau takes action again... Business in Vancouver Application to Compe...
27 Vancouver’s burgeoning Latin American communit... Business in Vancouver Trading bloc clearin...
28 Ottawa to spend US$60 billion over next decade... Business in Vancouver Liberal government t...
29 Canada approves Petronas’ LNG project, but wit... Business in Vancouver New LNG project will...
... ... ...
90 BC Canadian employers forecast modest salary i... Business in Vancouver Increase is up 0.3 p...
91 Auditor General says better monitoring needed ... Business in Vancouver Eight major projects...
92 Seven things you need to know about Canadian P... Comments:   Canadian Prime Minister Just...
93 Canadian Liberals nix fall Legislature sitting Business in Vancouver BC Legislature will ...
94 Metro Vancouver home sales continue to plunge ... Business in Vancouver This is the first ti...
95 Emissions cap for Petronas could be a boon for... Business in Vancouver Using hydro power mo...
96 Microsoft’s Bill Gates, Satya Nadella champion... Business in Vancouver Microsoft CEO says t...
97 BC Canadians have mixed feelings about economi... Business in Vancouver Survey finds support...
98 August was busiest-ever month at Vancouver Int... Business in Vancouver Airport set to get b...
99 Google, Canadian company in global e-commerce ... Business Insider Internet censorship, corp...
100 Canadian utilities commission nixes Creative E... Business in Vancouver Provincial regulator...
101 Vancouver resident accused of defrauding inves... Business in Vancouver Provincial securitie...
102 Vancouver real estate has highest bubble risk ... Business in Vancouver Report says the Cana...
103 Vancouver fintech named criminal organisation ... Business in Vancouver Businesswoman implic...
104 Home data shows province’s 15 per cent tax on ... Business in Vancouver Percentage of Metro ...
105 Tech experts call for dedicated lanes for self... Business in Vancouver Report says the move...
106 What to expect from Justin Trudeau’s trip to C... Business in Vancouver Climate change decla...
107 Routific putting itself on tech map with logis... Business in Vancouver Vancouver start-up o...
108 Canadian Cancer agency spinoff faces fraud all... Business in Vancouver Perceptronix Medical...
109 Canadian city's business owners fear housing c... Business in Vancouver 'This isn’t just a h...
110 Airbnb signing bonus could eat into Vancouver'... Business in Vancouver Short-term rental co...
111 Canadian company puts touchless tool in doctor... Business in Vancouver Interactive device i...
112 Deep-fried dishes dominate at annual Vancouver... Business in Vancouver Ten-pound burgers an...
113 Prices cut in Canadian property markets as sal... Business in Vancouver Higher-end markets i...
114 Foreign home buyers in Vancouver hit with HK-s... Real estate board seeks exception for tran...
115 Into the wild: mama bear saves woman from stal... Comments:   A Canadian woman has told of...
116 More money in the pot: Canada poised to reap b... If marijuana is taxed at the same rate as ...
117 Thousands to be airlifted to safety as Canadia... Comments:   Canada prepared on Thursday ...
118 ‘Canadians are standing with you’: PM Justin T... The blaze could cost insurers as much as C...
119 WATCH: Crazy hat lady jumps into Toronto Zoo t... Comments:   The Toronto Zoo said on Mond...

120 rows × 2 columns


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