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
Start deporting. And don’t let any more misery in.
Start deporting.
And don’t let any more misery in.
Directly urges deportation action while implicitly critiquing current immigration policy as too permissive.
krikitito
Jan 15, 2026
Simple thing just mirror back to USA 300% tariffs on USA
Simple thing just mirror back to USA 300% tariffs on USA
Proposes a specific retaliatory tariff action for Canada to take in response to US tariffs, urging policy action.
@hermannsoong3826
Mar 4, 2025
I hope the Prime minister reads these comments. If he doesn't then let others from around Canada read these messages and pass them on to everyone in Canada until it reaches every leader in Canada. …
I hope the Prime minister reads these comments. If he doesn't then let others from around Canada read these messages and pass them on to everyone in Canada until it reaches every leader in Canada. Prime Minister Trudeau and all those who lead our provinces. When you come out to talk to all the Canadian, the Americans and all of our allies around the world. Please keep reminding President Trump. That Canada is still not and will never be for sale, no matter what. And don't remind him once. Keep telling him that everything you go on camera. And keep saying it until Trump finally gets it. Greenland you do the same about your country. And you too keep telling him this no matter how it takes. Keep sending him this message even after he gets tired of hearing it. Let us show this low-life criminal what we say and do to him and anyone else who abuse their power and authority.
Primarily urges leaders and citizens to repeatedly communicate Canada's sovereignty to Trump, with secondary identity assertion about Canadian nationhood.
@CherylLang-r4h
Mar 4, 2025
I hope you make donations to the Whittaker family
I hope you make donations to the Whittaker family
Urges viewers to make donations to a specific family, functioning as a call to action.
Call to Action
0.85
strokemcfolks8040
Jan 27, 2026
Screw this guy, we want a election asap!
Screw this guy, we want a election asap!
Commenter is urging political action (calling for an election) in response to the video's subject.
Call to Action
0.85
@Jermaines-notions
Mar 4, 2025
we will just stop buying
we will just stop buying
Urges collective consumer action (boycott) as a response to trade/policy disputes.
Call to Action
0.85
@kerrybaral9241
Mar 4, 2025
It is a surreal moment when USA has entered into a war with our best friend and ally neighbor Canada, and we don't even know why. Nobody voted for this, did MAGA vote for this? …
It is a surreal moment when USA has entered into a war with our best friend and ally neighbor Canada, and we don't even know why. Nobody voted for this, did MAGA vote for this? Why on earth we are allowing Trump to do it, why Congress is allowing it, why aren't we on the streets protesting, do we want to wait until it gets worse, or beyond the point of return? Trump is a madman, petty, vindictive, selfish, ignorant and totally brainwashed by Putin and his agenda to divide us. Trump is the Manchurjan candidate, planted to destroy us from within. US at war with Canada, even if is a trade war, is scandalously unprecedented and is treasonous.
Primarily urges Americans to protest and take action against Trump's policies, framed through moral outrage about war and treason.
@ckeledjian
Mar 4, 2025
Republicans impeach trump now!!! He's useless!! Oh I forgot your a bunch of sniveling little cowards!
Republicans impeach trump now!!! He's useless!! Oh I forgot your a bunch of sniveling little cowards!
Urges Republicans to impeach Trump and criticizes them for inaction, combining demands with moral condemnation.
@juliovallejo3050
Mar 4, 2025
Daniel Smith, GO AWAY. You're not doing any good for Alberta. Albertans want you gone. You're working on your own agenda and NOT in Albertans' best interests. I will NEVER support anything from you. PLEASE …
Daniel Smith, GO AWAY. You're not doing any good for Alberta. Albertans want you gone. You're working on your own agenda and NOT in Albertans' best interests. I will NEVER support anything from you. PLEASE STEP DOWN!
Explicitly urges resignation and expresses strong opposition, combining demands for action with criticism of governance.
@Judyjlefebvre
Feb 20, 2026
Deport every immigrant from 2015-2026
Deport every immigrant from 2015-2026
Demands mass deportation of immigrants from a specific time period, framed as a direct policy action.
Silas_Stone
Jan 27, 2026
Trump and his administration of idiocy and chaos are traitors. Siding with Putin proves that. How do we remove him and Musk??
Trump and his administration of idiocy and chaos are traitors. Siding with Putin proves that. How do we remove him and Musk??
Commenter expresses political opposition and explicitly asks 'How do we remove him,' urging collective action against political figures.
@DrafterD
Mar 4, 2025
Get rid of em
Get rid of em
Terse demand to remove immigrants, functioning as a call to action with underlying xenophobic sentiment.
teki2587
Jan 27, 2026
Canada please look for alternatives as a permanent solution. Else you’re only postponing the problem and wait for a democratic government in the States
Canada please look for alternatives as a permanent solution. Else you’re only postponing the problem and wait for a democratic government in the States
Urges Canada to seek permanent alternative solutions rather than temporary measures, implying current approach is insufficient.
@satishs5097
Mar 4, 2025
WELL SAID TRUDEAU ? ? ? ?✊?????\nTRUDEAU IS FIGHTING HARD FOR US LETS PROTEST TO SHOW WE APPRECIATE WHAT HE'S DOING!! ??????✊
WELL SAID TRUDEAU ? ? ? ?✊?????\nTRUDEAU IS FIGHTING HARD FOR US LETS PROTEST TO SHOW WE APPRECIATE WHAT HE'S DOING!! ??????✊
Expresses support for Trudeau while explicitly urging others to protest and demonstrate appreciation for his actions.
@elainehazen7856
Mar 4, 2025
Send them back!
Send them back!
Direct call for deportation of immigrants.
Call to Action
0.85
mj24672
Jan 5, 2026
Donald Trump needs to be impeached and put in jail for what he's doing to America Donald Trump is committing treason upon his own people and Country
Donald Trump needs to be impeached and put in jail for what he's doing to America Donald Trump is committing treason upon his own people and Country
Demands impeachment and jail for Trump while framing it as a moral issue of treason, combining calls for action with ethical appeals.
@LiberiaMostWanted
Mar 4, 2025
Do Peg city 🚕 next
Do Peg city 🚕 next
Requests the creator make content about a specific location (Peg city/Winnipeg), urging future video production.
Call to Action
0.85
KFLson
Jan 27, 2026
I hope the Trump Administration takes this video seriously.
I hope the Trump Administration takes this video seriously.
Urges the Trump Administration to take action based on the video's content, implying policy change.
Jack-qk3xv
Jan 27, 2026
We love you Canada!! Boycott everything from us. Republicans need to know the consequences of their votes.
We love you Canada!! Boycott everything from us. Republicans need to know the consequences of their votes.
Expresses support for Canada while urging boycotts and calling for political consequences, combining solidarity with explicit calls to action.
@LearnWithStephen
Mar 4, 2025
every province should be doing this
every province should be doing this
Commenter urges other provinces to adopt similar policies, expressing a directive for action.
Call to Action
0.85
@MenaceXP
Feb 20, 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)