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
Search & Filter
Policy Critique
5,980 comments
To me this speech is NOT brilliant, it's phony and disgusting.
To me this speech is NOT brilliant, it's phony and disgusting.
Dismisses the speech as inauthentic and morally objectionable, critiquing its substance and sincerity.
Policy Critique
0.70
@WatchandPrayJesusiscoming
Mar 4, 2025
Fentanyl coming from Canada was less than 1%. This was just an excuse for Trump. Trump wants to start WW 111 and start with Canada. Trump is old, he lived his life, he's not thinking …
Fentanyl coming from Canada was less than 1%. This was just an excuse for Trump. Trump wants to start WW 111 and start with Canada. Trump is old, he lived his life, he's not thinking about the young generations that ha e just started living. \n\nI believe that Trump is in with Putttin to give him classified information, knowing that he will not get away with his criminal charges so he can deflect to Russia where these is no Expedition treaty. TRUMP IS A TRADER!!!!\n\n\n Canadians are very nice people, until it's time not to be nice and that time is now.
Critiques Trump's trade war justification and foreign policy while making unverified claims about fentanyl statistics and Trump-Putin conspiracy, with moral condemnation.
@junebohnet7752
Mar 4, 2025
You are part of the crown complain to them
You are part of the crown complain to them
Directs criticism toward institutional authority (the crown) rather than the individual, suggesting policy-level complaint.
Policy Critique
0.70
@miaglossender7430
Mar 4, 2025
What a loser..
What a loser..
Brief dismissive statement expressing disapproval of Trudeau, though minimal substantive content.
Policy Critique
0.70
@kyler-jl7nk
Mar 4, 2025
Because y'all are not toeing the mark
Because y'all are not toeing the mark
Vague criticism suggesting Canada is not following expected standards or rules ('not toeing the mark').
Policy Critique
0.70
@patoni860
Mar 4, 2025
but this is only happening cause of you
but this is only happening cause of you
Blames the current leader for a problem, implying responsibility for a policy failure without elaboration.
@MikeLeger-s2z
Mar 4, 2025
Then stop giving fentanyl to patients in hospital
Then stop giving fentanyl to patients in hospital
Critiques government policy regarding pharmaceutical distribution in hospitals, though connection to immigration video is unclear.
Policy Critique
0.70
@celiaamaral5058
Mar 4, 2025
200 % tariffs on Teslas!
200 % tariffs on Teslas!
Brief statement supporting high tariffs on US products as a retaliatory policy measure.
Policy Critique
0.70
@fancylad22
Mar 4, 2025
This is unnecessary.
This is unnecessary.
Brief dismissal suggesting disapproval of a policy or action, though context is minimal.
Policy Critique
0.70
@arkeebalharrison2540
Mar 4, 2025
Trudie, get real and take a seat. Its not personal. The game going on is bigger than Canada. Donald is just trying to get you to act on strategic issues. Like getting ready to own …
Trudie, get real and take a seat. Its not personal. The game going on is bigger than Canada. Donald is just trying to get you to act on strategic issues. Like getting ready to own the Northwest passage when it thaws over. Lying murderous dictator are no words for your profession, leave that speak to us the layman.\n\nAnd it's actually kinda funny.. Are you steamrolling away this murderous dictator? No, you're expecting Donald to do it. Get some cards before playing. Or join Amnesty International and write a letter.
Critiques Canadian leadership's strategic approach to geopolitical issues while comparing Canada's position to broader international dynamics.
@srmxe417
Mar 5, 2025
Too bad it came to pass, hopefully effects will quickly motivate a reversal :((
Too bad it came to pass, hopefully effects will quickly motivate a reversal :((
Expresses regret about a policy outcome and hopes for reversal, critiquing government action.
Policy Critique
0.70
@Flasecookiesewingkit
Mar 5, 2025
Talking though ...acting beggar
Talking though ...acting beggar
Brief dismissive critique suggesting Trudeau is merely talking without substantive action, critiquing the effectiveness of his response.
Policy Critique
0.70
@frry6700
Mar 5, 2025
Trumps policies are 100% to make his country better, stronger and prosperous, and is totally fair!!?
Trumps policies are 100% to make his country better, stronger and prosperous, and is totally fair!!?
Defends Trump's policies as beneficial and fair, though the questioning tone suggests some skepticism about this framing.
Policy Critique
0.70
@ronellerheeder1992
Mar 4, 2025
I don’t see a problem with this
I don’t see a problem with this
Brief statement of approval regarding the policy discussed in the video, representing a position on government regulation.
Policy Critique
0.70
stewartmacneill5639
Dec 9, 2025
I doubt this. Especially if the liberals win a fourth term, it’ll be back to mass immigration in no time.
I doubt this. Especially if the liberals win a fourth term, it’ll be back to mass immigration in no time.
Expresses skepticism about immigration policy changes and concern about potential reversal to 'mass immigration' under a future government.
gelatohotbox5157
Apr 15, 2025
Liberals have destroyed our nation
Liberals have destroyed our nation
Broad condemnation of Liberal government policies as destructive to the nation; vague policy critique without specific details.
Policy Critique
0.70
Shawnmaclean-w2w
Jul 17, 2025
GO FIGHT FOR UKRAINE, THEY NEED THE BODIES.\n Canada imposes Tariffs ALREADY.\n 270% ON EGGS.\n gth canada
GO FIGHT FOR UKRAINE, THEY NEED THE BODIES.\n Canada imposes Tariffs ALREADY.\n 270% ON EGGS.\n gth canada
Critiques Canadian tariff policy with an unverified specific claim about egg tariffs (270%).
@dpalmer1557
Mar 4, 2025
trudeau You are such a loser go away permanently
trudeau You are such a loser go away permanently
Dismissive criticism of Trudeau as a leader, calling for his removal from office.
Policy Critique
0.70
@mikethornton7263
Mar 4, 2025
Where has this guy been all along? Why does he choose to become the kind of leader we needed on the way out? I guess existential threats bring out the grit in people.
Where has this guy been all along? Why does he choose to become the kind of leader we needed on the way out? I guess existential threats bring out the grit in people.
Questions Trudeau's leadership timing and suggests existential threats reveal character, implicitly critiquing his previous approach.
@coryjamieson6211
Mar 4, 2025
Just a FYI Canadians hate turdo, and this traitor is imposing a 20% carbon tax on Canadians April 1, keep that in mind as well, so he's no better than trump, he froze Canadian bank …
Just a FYI Canadians hate turdo, and this traitor is imposing a 20% carbon tax on Canadians April 1, keep that in mind as well, so he's no better than trump, he froze Canadian bank accounts who opposed him, decarled a peaseful protest a national emergency, sent war horses to trample canadians, he's a p.o.s, so dont give him any credit.
Criticizes Trudeau's policies (carbon tax, bank account freezing) with some unverified or exaggerated claims mixed with policy complaints.
@scottsinclair8264
Mar 4, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)