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
Lets talk about the homeless demographics!!!! And the expolsion of tbe number of CANADIANS LIVING HOMELESS IN THE LAST 5 YEARS
Lets talk about the homeless demographics!!!! And the expolsion of tbe number of CANADIANS LIVING HOMELESS IN THE LAST 5 YEARS
Calls for attention to homelessness crisis among Canadians, implicitly critiquing government priorities regarding immigration versus domestic welfare.
RaisingHarmonyRae
Aug 26, 2025
This information is very skewed.\nTrudeau is leaving soon.
This information is very skewed.\nTrudeau is leaving soon.
Critiques the information presented in the video as skewed while making a political statement about Trudeau's departure.
@tressahowe8952
Mar 4, 2025
Trump governanace is anchored to a make belief, no fact and no evidence information. As usual. Conspiracy theorist?????
Trump governanace is anchored to a make belief, no fact and no evidence information. As usual. Conspiracy theorist?????
Criticizes a political figure's governance approach while making unsubstantiated claims about conspiracy theories.
@PukemoMaalat-alat
Mar 4, 2025
This is classic propaganda ?
This is classic propaganda ?
Dismisses the video or its content as propaganda, critiquing the framing or messaging of the discourse.
Policy Critique
0.75
@JackpotWarrior
Mar 4, 2025
100% ,what are they gonna do about it? Nothing? Probably!
100% ,what are they gonna do about it? Nothing? Probably!
Expresses skepticism about government action on immigration with sarcastic tone, critiquing perceived inaction.
darlenewesley3617
Aug 27, 2025
Thank a Liberal for what we have become, Trudeau and now Carney.. Too many sheep.
Thank a Liberal for what we have become, Trudeau and now Carney.. Too many sheep.
Blames Liberal government leadership while dismissing supporters as 'sheep,' combining criticism with identity framing.
NateForrest461
Aug 27, 2025
Stop your BS reporting! It is a sad situation to get through from other countries' administrations!
Stop your BS reporting! It is a sad situation to get through from other countries' administrations!
Criticizes reporting quality and references problematic foreign administrations, combining media critique with policy-level concerns.
@BehnamMoghadasi-d8q
Mar 4, 2025
Trudeau is a criminal!
Trudeau is a criminal!
Makes a strong accusation against political leadership, functioning as criticism of government rather than a factual claim.
Policy Critique
0.75
Momo-kq9hd
Aug 26, 2025
Trump is a fricking moron! WTF is going on, can any of the Trumptards out there please answer that! He has lost his f ing mind! F Putin, Elon and Vance too!
Trump is a fricking moron! WTF is going on, can any of the Trumptards out there please answer that! He has lost his f ing mind! F Putin, Elon and Vance too!
Harsh criticism of Trump's mental fitness and decision-making, expressed through profanity and sarcasm toward his supporters.
@paulmorey3814
Mar 4, 2025
If imagrint wanted to be treated as equal then thay should make it like the rest of us.On our own Marit no government help and see how fast thay will leave 😮
If imagrint wanted to be treated as equal then thay should make it like the rest of us.On our own Marit no government help and see how fast thay will leave 😮
Critiques government support programs for immigrants and argues they should be self-sufficient like other citizens, implying unfair preferential treatment.
davidhager1593
Aug 27, 2025
We have a bigger problem which is the truckers on the roads !!!!!!!!!
We have a bigger problem which is the truckers on the roads !!!!!!!!!
Comment redirects focus to trucking regulation as a bigger problem than immigration, implicitly critiquing policy priorities.
Policy Critique
0.75
jessanne5020
Jan 28, 2026
Holy fuck. One emotional speech drama and all the love pouring for this idiot in the comments. You realise that making sweet speech is the only thing he can do, only quality an extreme left …
Holy fuck. One emotional speech drama and all the love pouring for this idiot in the comments. You realise that making sweet speech is the only thing he can do, only quality an extreme left politician has? That they are trained all their life for making speeches.?
Dismissive critique of a left-wing politician's rhetorical skills and political approach, with partisan framing.
@surjitkumar2468
Mar 4, 2025
This has been going for more than 15 years. Its too late.
This has been going for more than 15 years. Its too late.
Expresses frustration that immigration problems have persisted for 15+ years, implying government policy failure.
@daniharr3278
Feb 19, 2026
If trump thinks for a moment that he and putin can ally against the rest of the world in trade, or in any other way, he's delusional. Putin is NOT trustworthy and will renege on …
If trump thinks for a moment that he and putin can ally against the rest of the world in trade, or in any other way, he's delusional. Putin is NOT trustworthy and will renege on any agreements he makes, that's what he does.
Critiques Trump's potential alliance strategy as delusional and untrustworthy, combining policy skepticism with security concerns about Putin's reliability.
@kerinsian8844
Mar 4, 2025
Prudeau is a crazy dictator. He has never cared for Canada, only the illegals who live there. It must be hitting his scam money!!
Prudeau is a crazy dictator. He has never cared for Canada, only the illegals who live there. It must be hitting his scam money!!
Attacks Trudeau's character and policies while making unsubstantiated claims about corruption and prioritizing undocumented immigrants.
@fit-bits6658
Mar 4, 2025
Anyone notice how MAGA griped about food prices and the cost of living in general during the Biden Administration but seem perfectly content with high prices with Trump in there. Biden deported more people during …
Anyone notice how MAGA griped about food prices and the cost of living in general during the Biden Administration but seem perfectly content with high prices with Trump in there. Biden deported more people during his term than Trump did during his first term but MAGAs don't want to acknowledge that.
Critiques political inconsistency on cost-of-living and deportation policy, with an unverified comparative claim about deportation numbers.
@RG-zp2qw
Mar 4, 2025
We need more of this European Mexican and Canadian leaders talking directly to the American people cuz our government is actively lying and hurting us understand this is not by mistake it's very deliberate..
We need more of this European Mexican and Canadian leaders talking directly to the American people cuz our government is actively lying and hurting us understand this is not by mistake it's very deliberate..
Criticizes government dishonesty and calls for direct communication from foreign leaders to bypass official channels.
@BrianZuniga-t1i
Mar 4, 2025
Friends don’t ripoff friends, so you should have played fair…liars from the left
Friends don’t ripoff friends, so you should have played fair…liars from the left
Criticizes unfair dealing and dishonesty while framing it as left-vs-right political division.
@mrcountit
Mar 4, 2025
Hundreds? A drop in the bucket
Hundreds?
A drop in the bucket
Dismissive critique of government immigration numbers as insufficient or ineffective response.
Policy Critique
0.75
KayJay940
Feb 18, 2026
This is not a competent government
This is not a competent government
Brief criticism of government competence, likely referring to immigration or related policies discussed in the video.
Policy Critique
0.75
Homesteadof2
Mar 2, 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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