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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Call to Action
2,768 comments
Annex Canada.
Annex Canada.
Cryptic statement 'Annex Canada' appears to be a call for political action, though meaning is ambiguous.
Call to Action
0.70
woollygoat8921
Jan 28, 2026
Wake up Canada!
Wake up Canada!
A brief exhortation to awareness/action, though vague in specifics; could also be interpreted as fear_threat but the imperative framing suggests mobilization.
Call to Action
0.70
Lulu-ye4bw
Aug 26, 2025
Please know that this is TRUMP’S war. He cheated to get into office with the help of putin and his weasels!\nPlease stop this crazy man!!!
Please know that this is TRUMP’S war. He cheated to get into office with the help of putin and his weasels!\nPlease stop this crazy man!!!
Primarily urges action ('stop this crazy man') with unsubstantiated claims about election fraud and foreign interference.
@Cindy-cu8tk
Mar 4, 2025
Canadian trade should stop drive them into the dirt then buy canada for pennies on the dallar,i have canadian blood in on both sides of my family ,the dum conocks dont even know there a …
Canadian trade should stop drive them into the dirt then buy canada for pennies on the dallar,i have canadian blood in on both sides of my family ,the dum conocks dont even know there a communist state
Urges economic action (trade stoppage) while making unverified claims about Canada being a 'communist state' and asserting family identity.
@johnheisler9782
Mar 4, 2025
Eff off trump and Vance. ??
Eff off trump and Vance. ??
Dismissive call directed at Trump and Vance, urging rejection or opposition.
Call to Action
0.70
@GREGUNIT715
Mar 4, 2025
Unfortunately those that did not vote Trump will be collateral damage but when someone is too proud and arrogant you can’t tell them anything… they have to be humbled by their choices... One thing I …
Unfortunately those that did not vote Trump will be collateral damage but when someone is too proud and arrogant you can’t tell them anything… they have to be humbled by their choices... One thing I learned is ppl have to burn to learn in the country. It’s best for all Trump voter to feel the impact of the choice they made since they hate facts let them experience the truth.
Urges Trump voters to experience consequences of their choice and frames this as a learning mechanism, combining moral judgment with implicit action-oriented messaging.
@flo4546
Mar 4, 2025
then leave.
then leave.
A terse directive urging departure, likely directed at immigrants or those supporting immigration.
Call to Action
0.70
tankian8829
Sep 19, 2025
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your …
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your Government to screw you, destroy Canada, and make Canada the national joke on the World stage. Talk about a lesson in self destruction, just look at the people you interview, they are all weak, Liberal pushovers. And now in pure Canadian tradition, they whine and complain.
Expresses frustration with Canadian government and citizens, implicitly calling for political change while using derogatory language about Canadians.
beemer1111
Sep 19, 2025
Liberals voted for this clowns 🤡
Liberals voted for this clowns 🤡
Urges rejection of Liberal politicians, framing them as responsible for immigration policy.
mAx87iStar
Sep 22, 2025
Remigration
Remigration
Single-word reference to remigration policy advocacy, implicitly calling for action to remove immigrants.
a848ffge
Sep 20, 2025
CANADA NEEDS ICE TOO. END THE BULLSHIT!
CANADA NEEDS ICE TOO. END THE BULLSHIT!
Demands Canada adopt ICE-style immigration enforcement, expressing urgency and frustration about immigration crisis.
joshask2880
Sep 23, 2025
Save canada Australia uk Malaysia
Save canada Australia uk Malaysia
Appears to be urging action to 'save' Canada by listing alternative countries, though the intent is ambiguous and could also be comparative framing.
Call to Action
0.70
malique-y6r
Sep 26, 2025
Just hang on, he only got 4 yrs.
Just hang on, he only got 4 yrs.
Encourages patience/endurance through Trump's term, implicitly urging resilience as a form of resistance.
@tianenhsu9139
Mar 4, 2025
You IDIOTS voted for Trump
You IDIOTS voted for Trump
Blames voters for electing Trump, implicitly calling for different voting behavior in future.
Call to Action
0.70
@NZperrito
Mar 4, 2025
Maybe you should freeze everybody's account
Maybe you should freeze everybody's account
Sarcastically urges action (freezing accounts) in response to government policy, though the intent is unclear.
Call to Action
0.70
@firstsiding
Mar 4, 2025
Cut the power to USA now! Cut everything
Cut the power to USA now! Cut everything
Urges Canada to take aggressive action (cut power/trade) against the USA, framing as nationalist call to action.
@davidtremblay7376
Mar 4, 2025
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Duplicate of previous comments: demands investigation of U.S. immigration enforcement with sarcastic racial framing.
adidvanvitelli3975
Jan 27, 2026
100% tariff against Tesla
100% tariff against Tesla
Appears to be advocating for or demanding a specific tariff policy action, though context is minimal.
Call to Action
0.70
@lrod2470
Mar 4, 2025
Let me translate For the Maga folks. Blu states will not be affected by this mostly red states your president 47 is screwing you over.
Let me translate For the Maga folks. Blu states will not be affected by this mostly red states your president 47 is screwing you over.
Attempts to mobilize MAGA supporters by reframing policy impacts along partisan/geographic lines.
@trusoule365
Mar 4, 2025
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Duplicate of previous comment: demands investigation of U.S. immigration enforcement with sarcastic racial framing.
adidvanvitelli3975
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)