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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification

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Unverified Claim

3,221 comments
Page 123 of 162
Even their parents got visa very easily , who is issuing visa for them?
Even their parents got visa very easily , who is issuing visa for them?
Makes an unsubstantiated claim that visa issuance is improperly lenient without providing evidence.
saraq4277 Sep 29, 2025
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
Alleges a specific company illegally hires Asian workers on visitor visas without evidence, urging investigation.
VT-fw9hr Sep 29, 2025
8.5% of Canada is South Asian 5.9% is Indian This only counts people with citizenship
8.5% of Canada is South Asian 5.9% is Indian This only counts people with citizenship
Presents specific demographic statistics without source attribution or context, potentially selective data presentation to support an unstated argument.
d.3521 Sep 24, 2025
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
Makes an unsubstantiated claim about new immigrants being involved in drug trafficking without evidence.
tangocharlie02 Sep 20, 2025
There are more Muslim in canada than Indians.
There are more Muslim in canada than Indians.
Specific factual assertion about religious demographic composition without evidence or source.
BrutCanada Sep 19, 2025
Islam is the only one which says everyone non Muslim is bad
Islam is the only one which says everyone non Muslim is bad
Makes sweeping, unverified generalization about Islamic doctrine and Muslims as a monolithic group with hostile intent.
globalcitizen7811 Sep 20, 2025
Talking about free education and health care, I've heard it's a disaster. Free schools are not as good as private and health care... you don't get to see the doctor physically for a long time
Talking about free education and health care, I've heard it's a disaster. Free schools are not as good as private and health care... you don't get to see the doctor physically for a long time
Makes unverified claims about quality of public education and healthcare wait times without evidence.
Rai2175 Sep 19, 2025
14:40 Hindus only hate Dalits 😂
14:40 Hindus only hate Dalits 😂
Makes a sweeping factual claim ('Hindus only hate Dalits') presented without evidence, though the emoji suggests some ironic intent.
TheBhumbak Sep 19, 2025
vedic bramanical aryanism is caste based fascism.And so called their claim as hindus are totally wrong, and cooked up story after the British given identity by mistake and unknown.The real hindus are non aryan ,hero …
vedic bramanical aryanism is caste based fascism.And so called their claim as hindus are totally wrong, and cooked up story after the British given identity by mistake and unknown.The real hindus are non aryan ,hero stone worshippers,who are living in South india.Mostly tribals and dravidian believers. Even still they adopted by aryanized religious practices, they never accept karma.
Makes sweeping historical and religious claims about Vedic Brahmanism, caste systems, and Dravidian identity without evidence.
velu1671 Sep 19, 2025
Birth rate dwindle because of same sex relations lgbtq2nonbinder and NO means NO even in marriage 😅
Birth rate dwindle because of same sex relations lgbtq2nonbinder and NO means NO even in marriage 😅
Makes an unsubstantiated causal claim linking LGBTQ+ relationships to Canada's birth rate decline.
gervanmyers3066 Sep 15, 2025
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Makes an unsubstantiated generalization about second-generation immigrants retaining accents, presented as a notable observation without evidence.
Erik-ms3du Sep 19, 2025
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
Makes a specific factual claim (29% Catholics, voting patterns) without evidence, combined with identity-based framing about religious groups influencing Canada.
hantayoscooksjam Sep 9, 2025
too many immigrunts voting for the libratards, because they are the ones bringing in the immigrunts in the first place, ive been coservative for the past ten years now and the libratards are always finding …
too many immigrunts voting for the libratards, because they are the ones bringing in the immigrunts in the first place, ive been coservative for the past ten years now and the libratards are always finding a ways to stay in office and have these people vote libratard for them to stay in the country that the libratards get in every time and its killing this country...............pp for pm...............!!!!!!👍👍👍👍👍👍👍
Makes unsubstantiated claims about immigrants voting patterns and government strategy to maintain power through immigration.
gr8witenorth61 Sep 8, 2025
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY …
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY CUT OUT EVERYONE, THEY SELL 22K FOR A WHOLE KILO, BIG DIP FROM 40K
Makes specific factual claims about drug trafficking patterns and pricing without evidence, mixed with personal location reference.
thatnativejustnative6271 Sep 8, 2025
attention, the dirty secrets of the dictator Donald Trump who supports Russian Terrorism?????????\nthe dirty secrets of the tyrant dictator Donald Trump who violates the US constitution to support the terrorism of the war criminal Vladimir …
attention, the dirty secrets of the dictator Donald Trump who supports Russian Terrorism?????????\nthe dirty secrets of the tyrant dictator Donald Trump who violates the US constitution to support the terrorism of the war criminal Vladimir Putin, the godless atheist tramples on the dead and the spilled blood of the Ukrainian people. the butcher Donald Trump supports terrorism and sells Ukraine to the terrorist Vladimir Putin,\n atheists and dictators, Donald Trump and Elon Musk, must be tried by the US military Court for violating the American constitution\nthese criminals who want to restore the dictatorship and the alliance with the terrorist Putin means isolating America and collapsing America how can these atheists do it to please the terrorist dictator Vladimir Putin.\n On Putin's orders, the Russian army raped women, children, and girls and then hanged them in the forests in Ukraine. How can the atheist Tramp, forgive the terrorist Putin when this criminal killed thousands of women and children raped by Putin's terrorist army? The dirty secret treaty returns again from 1944 of dictator Donald Trump who wants to sell Ukraine, to terrorist Russia./Trump wants all of Europe to become slaves to Russia, Godless dictator and atheist Donald Trump wants to restore communism in Europe and sell Ukraine to terrorist Vladimir Putin. President Donald Trump is a pro-Moscow dictator and wants to sell illegal portions of Ukraine to the terrorist dictator Vladimir Putin, the dirty business of the dictator Trump to restore communism and divide Europe, the dictator Trump will isolate America and in how many years will America be completely isolated, Russia must pay the Ukrainian people damages for the war and the reconstruction of Ukraine, Ukraine must not give up even a centimeter, of the territories. abusively occupied by terrorist Russia.'God Bless you Ukraine,God bless Israel.?????????????????? ❤❤❤✝ ❤??❤????❤❤❤❤??❤????❤❤❤❤??❤????❤❤❤❤Israel??❤❤❤
Makes multiple unsubstantiated claims about Trump, Putin, and alleged crimes without evidence, mixed with alarmist rhetoric about threats and conspiracy.
@NICOLAIENIDELEA Mar 4, 2025
We've seen a shift in the child care profession in Canada. Most ECE's and student ECE's are from India. It's not going well. There is a different work ethic. And sometimes I've observed that these …
We've seen a shift in the child care profession in Canada. Most ECE's and student ECE's are from India. It's not going well. There is a different work ethic. And sometimes I've observed that these educators don't understand the policies and how to best support the children so its effecting quality and safety. There was supposed to be a limit on international students. That's not happening. Most of Conestoga colleges student ECE's are international
Presents anecdotal observations about Indian ECE workers' competence and work ethic as factual claims about quality and safety impacts.
DaizySunshine Aug 29, 2025
All those cheap Canadian Flags behind him are made in China! Fact!
All those cheap Canadian Flags behind him are made in China! Fact!
Makes a specific factual claim about flag manufacturing origin presented as fact without evidence.
@CanadianDrifter777 Mar 4, 2025
J.T is still a Klaus schwuab WEF tyrant puppet no matter what his act is. stop licking boots people this guy would sell you for $100 in his pocket
J.T is still a Klaus schwuab WEF tyrant puppet no matter what his act is. stop licking boots people this guy would sell you for $100 in his pocket
Makes unfounded conspiracy claims about Trudeau being a WEF puppet without evidence, combined with dismissive rhetoric toward supporters.
@ericyee5365 Mar 4, 2025
All by design
All by design
Vague conspiracy theory assertion ('all by design') implying deliberate government orchestration without specifics or evidence.
alixblythe6817 Aug 27, 2025
Half of india popu went to usa and canada in the last 6years😂😂😂
Half of india popu went to usa and canada in the last 6years😂😂😂
Makes a specific factual claim about Indian migration patterns without evidence, presented with laughing emojis suggesting satirical intent, but the claim itself is unsubstantiated.
didisinful Aug 26, 2025
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Category Distribution

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Classifier Confidence

Distribution of confidence scores across all labeled comments

Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

Category Co-occurrence

Which discourse types most frequently appear together on the same comment

Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
Identity Assertion
CNN 2,313
Tyler Oliveira 1,991
RocaNews 467
JamCan 274
Yoke Immigration Canada 89
Solidarity
CNN 4,297
Tyler Oliveira 400
RocaNews 75
JamCan 36
CTV Your Morning 32
Policy Critique
CNN 3,445
Tyler Oliveira 551
Toronto Sun 340
CTV News 268
RocaNews 235
Humor / Satire
CNN 2,078
Tyler Oliveira 1,667
RocaNews 241
Global News 89
CTV News 68
Fear / Threat
Tyler Oliveira 1,549
CNN 1,332
RocaNews 321
JamCan 204
Toronto Sun 118
Meta-Commentary
Tyler Oliveira 1,702
CNN 1,478
RocaNews 168
CTV News 81
JamCan 77
Unverified Claim
CNN 1,480
Tyler Oliveira 820
RocaNews 203
Yoke Immigration Canada 203
JamCan 152
Moral Argument
CNN 1,733
Tyler Oliveira 704
RocaNews 205
JamCan 73
CTV Your Morning 23
Classified by Claude Haiku (Anthropic) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)