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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Unverified Claim
3,221 comments
Justin Trudeau, they are pocketing monies thst belong to the people. They most likely are making money on the drugs also.
Justin Trudeau, they are pocketing monies thst belong to the people. They most likely are making money on the drugs also.
Makes specific factual accusations about government corruption and drug trafficking without evidence.
@elizabethschweickart5545
Mar 4, 2025
America gives ukraine money, and now they're switching on them..?
America gives ukraine money, and now they're switching on them..?
Presents a specific factual assertion about US aid to Ukraine and alleged betrayal without supporting evidence.
Unverified Claim
0.80
@mikevic9366
Mar 4, 2025
It's not about fentenyl, it's the fact that Trump wants Canada to become the 51st state so he can have total control like he does with us Americans, IMO.
It's not about fentenyl, it's the fact that Trump wants Canada to become the 51st state so he can have total control like he does with us Americans, IMO.
Makes unsubstantiated claim about Trump's hidden agenda to annex Canada, framed as personal opinion.
@darlenequinn193
Mar 4, 2025
There is some kind of fraud going on with uber/delivery drivers and indians. So many of them are driving seriously nice cars that they could never afford on that kind of pay check.
There is some kind of fraud going on with uber/delivery drivers and indians. So many of them are driving seriously nice cars that they could never afford on that kind of pay check.
Makes unsubstantiated claims about fraud and ethnic stereotyping without evidence, combining conspiracy thinking with demographic targeting.
subjectofsaturnyervahsa7386
Jan 27, 2026
this is the guy who will freeze your bank account if you disagree with him.
this is the guy who will freeze your bank account if you disagree with him.
Makes a specific factual claim about freezing bank accounts without evidence, referencing past controversial actions.
@psunaminami6672
Mar 4, 2025
Another illegal way of coming is tourist visas. Some bribe canadian embassy staff in their home country and get the tourist visa.
Another illegal way of coming is tourist visas. Some bribe canadian embassy staff in their home country and get the tourist visa.
Makes specific allegation about bribery of embassy staff without evidence, presented as factual claim.
Ego-Kills
Dec 25, 2025
Tyler is clearly an agent
Tyler is clearly an agent
Unsubstantiated conspiracy claim that a named individual is a government agent, presented without evidence or context.
Unverified Claim
0.80
nurianimates
Jan 27, 2026
they know this is bullshit when they are importing millions and changing the laws to make it easier right?
they know this is bullshit when they are importing millions and changing the laws to make it easier right?
Makes unsubstantiated claims about mass immigration and law changes without evidence, framed as rhetorical accusation.
kkru9384
Dec 25, 2025
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. …
They only employ their own. They only rent to their own.
Trespassing on private property and farmland for photos.
Being ignorant and rude to the towns and city’s that they moved their entire villages to.
The list goes on.
We all grew up with immigrants, this country has always welcomed immigration. It’s our culture.
Nobody was ever racist back in the day. Every classroom was multicultural and everyone played together.
But this!… this is something completely different.
Makes specific behavioral claims about recent immigrants (employment discrimination, rental discrimination, trespassing, rudeness) presented without evidence, contrasting with nostalgic past.
Digital.Alchemy666
Sep 14, 2025
everybody has indian fatigue they brag about being the best workers which is nonsense their motto is just good enough they dont care about quality do not buy a house they build it will only …
everybody has indian fatigue they brag about being the best workers which is nonsense their motto is just good enough they dont care about quality do not buy a house they build it will only have half the required nails every thing will be substandard with corners cut not level and square and if you point it out they pull the race card
Makes specific factual claims about Indian construction quality and work practices without evidence, combined with ethnic stereotyping and accusations of playing 'the race card.'
user-so2xo4tn4c
Sep 19, 2025
The biggest mistake of these Diploma Mill schools was that they allowed tuition refund which was grossly abused by these people from Punjab
The biggest mistake of these Diploma Mill schools was that they allowed tuition refund which was grossly abused by these people from Punjab
Makes a specific factual claim about diploma mill schools and tuition refund abuse without evidence, targeting a particular group.
nethbt
Dec 25, 2025
Indeed, Russian agent Trump's childish trade war shall NOT win by NO BODY!
Indeed, Russian agent Trump's childish trade war shall NOT win by NO BODY!
Asserts Trump is a 'Russian agent' without evidence while criticizing his trade war policy.
@rubiconklbrutorowman7577
Mar 4, 2025
18 thou out...50 thou in. 16 thou out...55 thou in...
18 thou out...50 thou in. 16 thou out...55 thou in...
Presents specific numerical claims about deportations versus arrivals without evidence, implying demographic threat.
howes1960
Dec 26, 2025
Now Khalistani Surdys will rule Canada.
Now Khalistani Surdys will rule Canada.
Makes unsubstantiated claim about Khalistani Sikh political control of Canada without evidence, expressing demographic anxiety.
@gsoodhm
Mar 5, 2025
what kind of shit is that gu spouting? Nobody here eats poop... WTH!! That shit got me raging... Also those people are generally not the upper class, they are middle class or lower. Upper class …
what kind of shit is that gu spouting?
Nobody here eats poop... WTH!!
That shit got me raging...
Also those people are generally not the upper class, they are middle class or lower. Upper class has good enough life here they would never leave their own country with the cheap luxuries that we can afford here.
Disputes false claims made in the video while adding economic analysis about immigrant class status, mixing fact-checking with economic argument.
AshvathBhardwaj
Jan 27, 2026
I agree Trump is being played by Putin!
I agree Trump is being played by Putin!
Asserts a specific factual claim (Trump is controlled by Putin) without evidence, presenting it as established fact.
Unverified Claim
0.80
@sandrahardy5418
Mar 4, 2025
canada only started to clean up fentanyl after u.s threaten them with tariff. also trudeau is suspiciously close with xijinping... meanwhile fentanyl source is china...
canada only started to clean up fentanyl after u.s threaten them with tariff. also trudeau is suspiciously close with xijinping... meanwhile fentanyl source is china...
Makes specific factual claims about Canada's fentanyl response timing and PM's relationship with China without evidence, suggesting conspiracy.
@vomitthunder
Mar 5, 2025
so many lies and half truths i don’t even know where to start. ladies and gentlement you are being lied to by a professional liar from canada
so many lies and half truths i don’t even know where to start. ladies and gentlement you are being lied to by a professional liar from canada
Asserts without evidence that Trudeau is a 'professional liar' spreading 'lies and half truths,' making a specific factual accusation.
@usmcsully7183
Mar 4, 2025
They can leave and come back through roxam Road Like all Haitians and Indians do Claim Asylum and never leave Plus they get FREEEEEEEEEEEEEEEEEE everything
They can leave and come back through roxam Road
Like all Haitians and Indians do
Claim Asylum and never leave
Plus they get FREEEEEEEEEEEEEEEEEE everything
Makes unsubstantiated claims about asylum seekers exploiting loopholes and receiving excessive benefits, combining demographic anxiety with false generalizations.
OmniFilm-dk8ox
Jan 19, 2026
Crazy how well the brainwashing worked in our Canadian schools that over 50% of Canadians are voting for this and infinite inflation
Crazy how well the brainwashing worked in our Canadian schools that over 50% of Canadians are voting for this and infinite inflation
Makes unsubstantiated claims about 'brainwashing' in schools and links immigration to inflation without evidence.
An_Outdoor_lad
Jan 27, 2026
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)