Research Tools
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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Policy Critique
5,980 comments
Mainstream media is too scared to touch this topic. Thank you for showing the reality that actual Canadians are living through📉
Mainstream media is too scared to touch this topic. Thank you for showing the reality that actual Canadians are living through📉
Criticizes mainstream media for avoiding immigration discussion and frames the video as revealing hidden reality, combining media critique with an unsubstantiated claim about media avoidance.
HomelessLifeStoriesUSA
Jan 27, 2026
as a person from India this is bad and i would say govt should deport them all sadly but yes
as a person from India this is bad and i would say govt should deport them all sadly but yes
Establishes credibility through personal identity and advocates for deportation policy.
luvjain4145
Jan 27, 2026
I love close by. The fact that it's so bad that Tyler made this video, worries me.
I love close by. The fact that it's so bad that Tyler made this video, worries me.
Expresses concern about local conditions ('close by') being so problematic that it warranted a critical video.
Hithere-dc2qx
Jan 27, 2026
Good...its not Cannada's duty to provide employment to exploded population of India.
Good...its not Cannada's duty to provide employment to exploded population of India.
Argues Canada has no obligation to employ immigrants, critiquing policy while implicitly asserting national boundaries and priorities.
SJ-xi3ug
Jan 15, 2026
Dude you broke the law right there by buying a knife to defend yourself…
Dude you broke the law right there by buying a knife to defend yourself…
Questions the legality of self-defense with a knife, implicitly critiquing Canadian weapons laws as overly restrictive.
maxtvtvtv8623
Jan 27, 2026
Yeah Canada sucks really bad at the moment, all because of the liberals.
Yeah Canada sucks really bad at the moment, all because of the liberals.
Expresses dissatisfaction with Canada's current state and blames a political party, framing it as policy failure.
shilosmith6169
Jan 27, 2026
How about caping income tax at 10% instead of half my pay check going to Ukraine
How about caping income tax at 10% instead of half my pay check going to Ukraine
Critiques tax policy and government spending priorities, implicitly calling for policy change on income tax and foreign aid.
julyman9
Jan 26, 2026
of course it's immigration lawyers lobbying paid for this skewed news piece.
of course it's immigration lawyers lobbying paid for this skewed news piece.
Alleges that immigration lawyers lobbied for biased media coverage, combining policy critique with an unsubstantiated conspiracy claim.
nosssssssssssss
Jan 22, 2026
but how else can we boost GDP and claim we lead the G7 talking points that liberals love to boast about so much, country is doing just fine, isnt it?
but how else can we boost GDP and claim we lead the G7 talking points that liberals love to boast about so much, country is doing just fine, isnt it?
Critiques government immigration policy as economically motivated for GDP growth while sarcastically questioning national wellbeing.
chrislaverick6413
Jan 22, 2026
They do not communicate with Canadians at all. Why did the PM let them in????
They do not communicate with Canadians at all. Why did the PM let them in????
Criticizes government communication and questions PM's immigration decisions, combining critique with rhetorical questioning.
peggylaviolette8303
Dec 9, 2025
What’s the issue? It’s what liberal voters voted for
What’s the issue? It’s what liberal voters voted for
Critiques immigration policy as a consequence of liberal voter choices, blaming a political group.
georgedesjardins6080
Dec 8, 2025
Bogus asylum claim was always a way become legal for few years,get SIN,make money,srnt to home country.Asylum claim is in air for 3-4 years because system is overloaded,and after claim rejected you can apply for …
Bogus asylum claim was always a way become legal for few years,get SIN,make money,srnt to home country.Asylum claim is in air for 3-4 years because system is overloaded,and after claim rejected you can apply for humanitarian cause and be legal longer
Critiques asylum system procedures and claims about loopholes, though some assertions lack clear verification and may contain exaggeration.
vstobinski
Feb 24, 2026
*Premier Smith herself begged and pleaded with Trudeau for more immigration to Alberta.* Hopefully Canadians in Alberta see through this CONs constant lies.
*Premier Smith herself begged and pleaded with Trudeau for more immigration to Alberta.*
Hopefully Canadians in Alberta see through this CONs constant lies.
Accuses Premier Smith of hypocrisy by claiming she previously requested immigration while now opposing it; combines critique with potential factual dispute.
@In_toxicologist
Feb 20, 2026
Fire a gun… get immediately deported, do not pass Go, do not collect $200. Commit ANY CRIME more than a traffic violation… get immediately deported, do not pass Go, do not collect $200. Claim you …
Fire a gun…
get immediately deported, do not pass Go, do not collect $200.
Commit ANY CRIME more than a traffic violation…
get immediately deported, do not pass Go, do not collect $200.
Claim you are a “student” or “refugee” when you are not…
Get immediately deported, do not pass Go, do not collect $200.
The immigration program has run amok. We are literally paying to have criminals sustained in this country.
Alleges corruption in immigration enforcement without evidence, critiquing system integrity.
davidkendall1614
Feb 18, 2026
Canada isn’t even sovereign look at there money Clowns 🤡
Canada isn’t even sovereign look at there money
Clowns 🤡
The comment makes a claim about Canadian monetary sovereignty and criticizes national governance, mixing policy critique with potentially unfounded assertions.
ForefathersWhiteEuropean
Jan 29, 2026
New Zealand used as a back door entry into Australia. Go to NZ then come to Australia on tourist, student, work visa. Big scandal in Oz with possibly thousands of fake qualifications in medicine, engineering, …
New Zealand used as a back door entry into Australia. Go to NZ then come to Australia on tourist, student, work visa. Big scandal in Oz with possibly thousands of fake qualifications in medicine, engineering, IT etc.
Criticizes visa loopholes between New Zealand and Australia as a security/fraud issue, though claims lack specific verification.
rosienojdek8735
Jan 28, 2026
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT …
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT OWN CORRUPTED MLA'S PEOPLE AND CORRUPTED RULING PARTY. THESE FKRS GET FUNDING FROM TERRORISTS ORGANIZATIONS EVEN FROM PAKISTAN. THEY HAVE A LONG HISTORY FROM PAKIS WHERE THEIR LEADERS AND GURUS AND THEIR SONS GOT KILLED BECAUSE OF MUSLIM RULERS BUT THEY NEW GEN CHOSE TO SHAKE HANDS WITH PAKIS.. THIS YEAR PM CARNEY IS GOING TO DEAL WITH MODI AND ALL THIS REFERENDUM BULLSHIT YOU SEE .. YOU WONT SEE THAT ANYMORE..
Criticizes Punjabi/Sikh political movements and governance while making unsubstantiated claims about terrorist funding and conspiracy theories.
gmg-o6p
Jan 27, 2026
closing the barn door after the horse has bolted
closing the barn door after the horse has bolted
Uses idiomatic expression to critique immigration policy as reactive rather than proactive, with sardonic tone.
DontCryAboutIt
Jan 19, 2026
Too much of anything is bad.
Too much of anything is bad.
General statement critiquing immigration policy through the principle that excess of anything is problematic.
Policy Critique
0.78
loggins2182001
Oct 9, 2025
The Canadian immigration system is designed to take low quality immigrants. It encourages unethical behavior and there is widespread fraud in the IELTS exams, refugee lawyers, immigration consultants.
The Canadian immigration system is designed to take low quality immigrants. It encourages unethical behavior and there is widespread fraud in the IELTS exams, refugee lawyers, immigration consultants.
Critiques the immigration system's design and outcomes, with some unverified claims about fraud embedded in broader policy analysis.
ironcladruffian1490
Oct 7, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
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
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)