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CBC is ANGRY about ‘Mainland Chinese’, sentiment analysis shows

CBC on ‘Mainland Chinese’: Angry and Negative

After using Google Image search to show CBC’s chosen “Canadian Women” were only 2.9% Asian, we were ready to cut to the chase.

How biased is CBC News against “Mainland Chinese”?

We searched Google News for ‘site:CBC.ca “mainland Chinese”’ and got 18 results.

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Then we fed all 18 into IntenCheck’s Sentiment Analyzer, which uses keywords to extract 6 basic emotions: Anger, Sadness, Fear, Disgust, Surprise, Joy. We anticipated CBC’s significant negativity on “Mainland Chinese” . We hadn’t anticipated the ANGER!

average emotions of all 18 articles

IntenCheck found CBC’s predominant emotion to be 23.8% Anger. (and 39.85% sadness, fear or disgust.)

That’s HUGE!! Here IntenCheck says just 6% Anger makes Anger the predominant emotion.

Some ‘Anger Keywords’ IntenCheck looks for:
angry wrong detest deny bother conflict annoy disturb disaster deceive mad protest violation displeased furious impatience indignation offend.

HONGKONG-ANNIVERSARY/TIMELINE

Here’s every example of Anger IntenCheck found in CBC’s #1 “Mainland Chinese” article.

Hong Kong after the handover: 2 decades of Chinese rule

  • ‘the mainland brought economic benefits, but the semi-autonomous region has also seen increased inequality and large-scale protests against Beijing.’
  • ‘Pro-China supporters gathered to greet Xi when he arrived, but pro-democracy protests are also expected’
  • ‘100 mainland Chinese visitors protest outside Hong Kong Legal Aid’
  • ‘[Falun Gong] frequently hold protests against the ban.’
  • ‘Sixteen Falun Gong followers were convicted in 2002 for protesting’
  • ‘Hundreds of thousands of protesters hit the streets’
  • ‘Large-scale protests calling for a fully democratic vote to choose Hong Kong’s next leader then rocked the city for more than two months’
  • ‘Street clashes erupted again in 2016 when authorities tried to move illegal street vendors from the working-class Hong Kong district of Mong Kok.’
  • ‘As soaring property prices forced rents higher, thousands of Hong Kong residents moved into “cage homes”‘

CBC angry Hong Kong isn’t in the commonwealth anymore? Nothing positive happened in the last 2 decades?

Finally we manually ranked all 18 articles  Positive / Neutral / Negative . Our ranking:

14 (78%)   NEGATIVE 
3   (17%)    POSITIVE
1      (5.5%)  NEUTRAL

Today we moved past Google Image ‘proof’. We gathered tons of data. We used two different methods of analysis. We spent hours and hours checking and double checking! If anyone sees a problem let us know. Otherwise, consider it proven:

“MAINLAND CHINESE” MAKE CBC ANGRY AND NEGATIVE.

Image result for site:cbc.ca "mainland chinese"

Now we will pester CBC until they tell us WHY they cover “Mainland Chinese” this way?

Then ask them how many mainland China supporters are on staff!~ Might even contact the Ombudsman again!~

 

Stay tuned via Twitter!

#CutCBC

TORONTO: #cutCBC protest coming this August!

 

our CANADIAN CONTENT

our CANADIAN CONTENT

 

ALL DATA BELOW

all 18 articles, ranked by us positive / negative / neutral
1) Hong Kong after the handover: 2 decades of Chinese rule http://www.cbc.ca/news/multimedia/hong-kong-after-the-handover-2-decades-of-chinese-rule-1.4183707
NEGATIVE

2) Chinese-Canadian billionaire missing from Hong Kong
http://www.cbc.ca/news/world/jianhua-canadian-citizen-china-disappearance-1.3961114
NEGATIVE

3) Increased airline capacity boosts international tourism to B.C.
POSITIVE
http://www.cbc.ca/news/canada/british-columbia/international-tourism-201-1.3951756

4) HSBC halts mortgages to Chinese buying U.S. property amid crackdown from Beijing http://www.cbc.ca/news/business/hsbc-china-mortgages-1.3424235
NEGATIVE

5)Tensions linger for Hong Kong immigrants 2 decades after mass immigration http://www.cbc.ca/news/canada/british-columbia/hong-kong-immigration-1.3386573
POSITIVE

6) China stock crisis: Asian markets plunge despite Beijing’s measures to halt financial meltdown http://www.cbc.ca/news/business/china-stock-crisis-asian-markets-plunge-despite-beijing-s-measures-to-halt-financial-meltdown-1.3142547
NEGATIVE

7)New Vancouver to Hangzhou flights begin at year’s end
http://www.cbc.ca/news/canada/british-columbia/beijing-capital-airlines-announces-flights-to-vancouver-1.3725804
POSITIVE

8)Vancouver real estate: detached homes spark bidding wars
NEGATIVE
http://www.cbc.ca/news/canada/british-columbia/vancouver-real-estate-detached-homes-spark-bidding-wars-1.2937732

9)Refugees pay more income tax than millionaire investor immigrants
NEGATIVE
http://www.cbc.ca/news/business/refugees-pay-more-income-tax-than-millionaire-investor-immigrants-1.2984982

10) Foreign ownership on Vancouver real estate needs ‘creative’ policies: David Mulroney
NEGATIVE
http://www.cbc.ca/news/canada/british-columbia/foreign-ownership-on-vancouver-real-estate-needs-creative-policies-david-mulroney-1.3014710

11) Chinese New Year’s effects felt around the world
NEUTRAL
http://www.cbc.ca/news/world/chinese-new-year-s-effects-felt-around-the-world-1.2961313

12) Offshore assets of China’s elite revealed in leaked records
NEGATIVE
http://www.cbc.ca/news/world/offshore-assets-of-china-s-elite-revealed-in-leaked-records-1.2504987

13) B.C. property market hazy after ‘millionaire visa’ scrapped
NEGATIVE
http://www.cbc.ca/news/canada/british-columbia/b-c-property-market-hazy-after-millionaire-visa-scrapped-1.2533006

14)Hong Kong activists mark anniversary of pro-democracy Occupy protests
NEGATIVE
http://www.cbc.ca/news/world/hong-kong-democracy-occupy-anniversary-1.3246432

15)Taiwan water park fire injures nearly 500
NEGATIVE
http://www.cbc.ca/news/world/taiwan-water-park-fire-injures-nearly-500-1.3130513

16) Hong Kong legislators stage yellow umbrella walkout
NEGATIVE
http://www.cbc.ca/news/world/hong-kong-legislators-stage-yellow-umbrella-walkout-1.2892123

17) Conservative pledge to collect data on foreign homebuyers gets mixed reception
NEGATIVE
http://www.cbc.ca/news/business/conservative-pledge-to-collect-data-on-foreign-homebuyers-gets-mixed-reception-1.3189689

18) Hong Kong protest attackers arrested after government talks scrapped
NEGATIVE
http://www.cbc.ca/news/world/hong-kong-protest-attackers-arrested-after-government-talks-scrapped-1.2786341

INTENCHECK’S EMOTIONAL ANALYSIS
1) ANGRY, NEGATIVE
EMOTIONS COLLECTION
1) http://www.cbc.ca/news/multimedia/hong-kong-after-the-handover-2-decades-of-chinese-rule-1.4183707

Angriest Quote:
Most Negative Quote:

2) http://www.cbc.ca/news/world/jianhua-canadian-citizen-china-disappearance-1.3961114

3)http://www.cbc.ca/news/canada/british-columbia/international-tourism-201-1.3951756

4) http://www.cbc.ca/news/business/hsbc-china-mortgages-1.3424235

5) http://www.cbc.ca/news/canada/british-columbia/hong-kong-immigration-1.3386573

6) http://www.cbc.ca/news/business/china-stock-crisis-asian-markets-plunge-despite-beijing-s-measures-to-halt-financial-meltdown-1.3142547

7) http://www.cbc.ca/news/canada/british-columbia/beijing-capital-airlines-announces-flights-to-vancouver-1.3725804

8) http://www.cbc.ca/news/canada/british-columbia/vancouver-real-estate-detached-homes-spark-bidding-wars-1.2937732

9) http://www.cbc.ca/news/business/refugees-pay-more-income-tax-than-millionaire-investor-immigrants-1.2984982

10) http://www.cbc.ca/news/canada/british-columbia/foreign-ownership-on-vancouver-real-estate-needs-creative-policies-david-mulroney-1.3014710

11) http://www.cbc.ca/news/world/chinese-new-year-s-effects-felt-around-the-world-1.2961313

12) http://www.cbc.ca/news/world/offshore-assets-of-china-s-elite-revealed-in-leaked-records-1.2504987

13) http://www.cbc.ca/news/canada/british-columbia/b-c-property-market-hazy-after-millionaire-visa-scrapped-1.2533006

14) http://www.cbc.ca/news/world/hong-kong-democracy-occupy-anniversary-1.3246432

15) http://www.cbc.ca/news/world/taiwan-water-park-fire-injures-nearly-500-1.3130513

16) http://www.cbc.ca/news/world/hong-kong-legislators-stage-yellow-umbrella-walkout-1.2892123

17) http://www.cbc.ca/news/business/conservative-pledge-to-collect-data-on-foreign-homebuyers-gets-mixed-reception-1.3189689

18) http://www.cbc.ca/news/world/hong-kong-protest-attackers-arrested-after-government-talks-scrapped-1.2786341

http://intentex.com/sentiment-analysis-emotions-white-paper/
Emotions
The six basic emotions
Our text analysis software monitors the 6 primary emotions – fear, anger, sadness, disgust, surprise and joy – so you can have a more precise understanding of exactly how people are feeling about your brand, campaign or your competition.

fear
afraid awful alarm crime destroy fear frighten hate hurt panic recklesss care shock terrible victim wicked tragedy worst
anger
angry wrong detest deny bother conflict annoy disturb disaster deceive mad protest violation displeased furious impatience indignation offend
sadness
sad sadly sorry bad cheat cry damage disappointment discrimination dislike guilty lose miserable painful pity suffer unhappy upset
disgust
ashamed awfully selfishness crazy dirty disgusted drunken embarrassing incident ill sick repulsion shame unworthy pathetic horrid humiliate loathe
surprise
alarm appear excite amazement bewilder discover influence marvel ingenious shock suddenly surprise surprising unusually wonder wonderfully extraordinary insight
joy
admiration approve beauty cheerful charm congratulate delight excellent excitement friendly happiness inspiration laugh lively optimistic pleasant warmw onderful

Examples of IntenCheck text analysis results for emotions
Analysis results showing that the predominant emotion is anger:
“If your doctor’s a jerk, it might be dangerous to your health. Many nurses are reporting that hostile, harried physicians often ignore their summons—or make them hesitant to questions in the first place. This “health care equivalent of road rage” causes errors, dangerous complications, and sometimes the patient’s death, reports the New York Times.
The medical profession can cause enough stress to make anyone snippy from time to time, but 40% of hospital staff have been so intimidated by doctors that they avoided pointing out medical mistakes. The stories are harrowing, but hope is on the horizon: More medical schools teach good communication and leadership, and some hospitals are pushing anger-management courses on crabby MDs.”
Joy: 0.87%, 1
good
Anger: 6.09%, 7
avoid, complication, dangerous (2), harry, rage, stress
Fear: 1.74%, 2
death, intimidate

Analysis results showing that the predominant emotion is joy:
“When it comes to laughs, the bigger the better, at least if you want it to spread. In one of those science-confirms-the-obvious studies, researchers found that open-mouth laughs in which people use their vocal chords in “vowel-like bursts” are the most contagious, LiveScience reports. And the longer they last, the more listeners like it (the laughter got ranked by college students). Breathy “courtesy” laughs or quiet chuckles got lower grades.”
Joy: 7.14%, 5
good, laugh (3), laughter
Anger: 1.43%, 1
burst
Sadness: 1.43%, 1
low

anger
100 50 24 24 53 1 10 14 1 3 0 7 2 99 98 100 0 100
total: 686

sadness:
50 40 50 33 44 21 22 34 89 14 1 20 24 22 27 22 0 50
total: 563

fear
17 53 6 3 23 18 20 9 4 3 3 1 44 20 25 20 0 65
total: 334

disgust
1 17 5 11 20 5 91 28 1 2 8 3 5 4 23 18 0 10
total: 252

surprise
14 21 50 24 44 35 65 50 2 69 85 15 62 34 35 10 29 7
total: 651

joy
12 11 24 41 6 1 10 74 7 11 100 0 22 8 14 39 9 2
total: 391!

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