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
Call to Action
2,768 comments
The world is going to make Trump a 2nd class leader. Every country that stands for democracy shouldn’t let Trump fly into their airspace, or let him come to your country. The countries that have …
The world is going to make Trump a 2nd class leader. Every country that stands for democracy shouldn’t let Trump fly into their airspace, or let him come to your country. The countries that have laws that don’t let felons into their countries should apply these laws to Trump, you need to show Trump that enough is enough, and you will not bend to his mafia style of governing. If he our you need to communicate it should be done over a secure video communication, and record it in case Trump threatens you, your country, or if he just goes off the rails in general. If he does threaten you, or your country, or goes off the rails you need to broadcast it to the world. There is strength in numbers, and if the US politicians won’t stand up to Trump, then the rest of the world needs to do so.
Extensively urges world leaders to take coordinated action against Trump, framed as a moral imperative to defend democracy.
@Sean-s6s8z
Mar 4, 2025
We need mass deportations ASAP!
We need mass deportations ASAP!
Demands immediate mass deportations, framed as urgent action needed against an implicit threat.
ToonieCollector
Jan 27, 2026
Self deport
Self deport
Directive urging immigrants to leave Canada voluntarily ('self deport').
Call to Action
0.85
popmeow3368
Jan 15, 2026
10 million need to go back home.
10 million need to go back home.
Specific numerical demand for mass deportation of immigrants.
Call to Action
0.85
blacktoe1854
Jan 15, 2026
Liar, liar, liar...IF YOU ARE OUR FRIEND, CLOSE THE BORDER, STOP ILLEGAL IMMIGRATION FROM CANADA TO AMERICA, AND STOP THE TRAFFIC OF FENTANYL FROM CANADA TO AMERICA. YOU ARE NOT ACTING AS OUR FRIEND.
Liar, liar, liar...IF YOU ARE OUR FRIEND, CLOSE THE BORDER, STOP ILLEGAL IMMIGRATION FROM CANADA TO AMERICA, AND STOP THE TRAFFIC OF FENTANYL FROM CANADA TO AMERICA. YOU ARE NOT ACTING AS OUR FRIEND.
Directly urges action on border control and fentanyl trafficking while questioning Trump's commitment to friendship/alliance.
@RobertoFilsinger-o4j
Mar 4, 2025
They have no rights to stay. Immediate deports must be made.
They have no rights to stay. Immediate deports must be made.
Demands immediate deportation action, asserting that undocumented immigrants lack legal rights to remain.
fürimmerkonservativ
Feb 18, 2026
Pull out of nato the un bring our troops home
Pull out of nato the un bring our troops home
Imperative statements urging withdrawal from international organizations and military repatriation.
@mikemcdermott1026
Mar 4, 2025
Close the border, to dam many immigrants from india. They need to be deported. Abusing the system.
Close the border, to dam many immigrants from india. They need to be deported. Abusing the system.
Explicitly calls for border closure and deportation of Indian immigrants, framing them as system abusers.
mistybl4u11
Feb 18, 2026
TRUMP Deport every single last one of them and ban them for life from ever entering OUR COUNTRY AGAIN … BY ANY MEANS NECESSARY.
TRUMP Deport every single last one of them and ban them for life from ever entering OUR COUNTRY AGAIN … BY ANY MEANS NECESSARY.
Commenter uses all-caps to urge deportation and bans on immigrants, combining a call to action with threat-based language.
@Laurie-o5s
Mar 4, 2025
We need the ICE
We need the ICE
Brief call for Canada to establish an immigration enforcement agency similar to US ICE.
Call to Action
0.85
chanhoikim6032
Jan 15, 2026
Dear CBSA. Just do exactly the ICE is doing down there and we are good. Kick them all
Dear CBSA. Just do exactly the ICE is doing down there and we are good. Kick them all
Directs CBSA to adopt ICE's enforcement methods and expel immigrants, comparing to US approach.
hmj6324
Jan 15, 2026
Great! You’re investigating! Will arrests, long sentences and deportation follow?! If not, don’t waste our time!
Great! You’re investigating! Will arrests, long sentences and deportation follow?! If not, don’t waste our time!
Demands specific enforcement actions (arrests, deportations) and expresses frustration with perceived inaction.
Stevi987
Feb 18, 2026
I'm so embarrassed and ANGRY at Orange Hitler's stupid actions against Canada, Mexico, NATO & Ukraine.\n\nCanada, we love you and will always be grateful for you & your dependable assistance (like during Iran's takeover of …
I'm so embarrassed and ANGRY at Orange Hitler's stupid actions against Canada, Mexico, NATO & Ukraine.\n\nCanada, we love you and will always be grateful for you & your dependable assistance (like during Iran's takeover of US Embassy depicted in movie Argo).\n\nTHANK YOU FOR STANDING UP TO THIS BULLY TYRANT.\n\nTo my fellow Americans: Now is not the time to argue about who voted for Trump & who didn't. NOW IS THE TIME TO VOTE OUT ALL POLITICIANS WHO HAVE NO SPINE TO TELL TRUMP NO.\nVOTE. THEM. OUT.
American expressing gratitude to Canada, condemning Trump, and explicitly urging fellow Americans to vote out complicit politicians.
@pamelah2152
Mar 4, 2025
A world boycott is needed against trump's crew
A world boycott is needed against trump's crew
Directly urges collective action through boycott against Trump administration.
Call to Action
0.85
@themcgeachys
Mar 4, 2025
Deport them all!
Deport them all!
Direct call for mass deportation action, expressing strong exclusionary sentiment.
Jayjay-ji7ty
Jan 15, 2026
DEPORT THEM ALL ASAP
DEPORT THEM ALL ASAP
Direct demand for mass deportation with urgent tone expressing threat perception.
concernedcitizenalways
Jan 15, 2026
If i was Canadian i would vote for this guy
If i was Canadian i would vote for this guy
Expresses intent to vote for a political figure, urging electoral support.
Call to Action
0.85
@darthportus
Mar 4, 2025
Michelle should be our next PM.
Michelle should be our next PM.
Brief statement advocating for a specific political figure to assume leadership position.
Call to Action
0.85
Stonehorn
Feb 25, 2026
Sorry Canada, many Americans are embarrassed and pissed off by Trump's inane traitorous, harmful agenda, stand firm against Trump, Musk, MagaMuskRats, the billionaire class, all the spineless cowardly GOP politicians in Congress and the POS …
Sorry Canada, many Americans are embarrassed and pissed off by Trump's inane traitorous, harmful agenda, stand firm against Trump, Musk, MagaMuskRats, the billionaire class, all the spineless cowardly GOP politicians in Congress and the POS quiet corporate Dems. We need more like Raskin, Crockett and AOC and fewer establishment Dems like Schumer and Jeffries. Always vote Progressive Blue and RESIST, PROTEST, BOYCOTT, REBEL, DEMONSTRATE!
Expresses support for Canada while explicitly urging action through voting, protesting, boycotting, and demonstrating against Trump and certain politicians.
@RichardFlah
Mar 4, 2025
Canadians, please boycott the hell out of the United States in every possible way you can. I know a lot of you already were, but I hope more of you do it! I'm American and …
Canadians, please boycott the hell out of the United States in every possible way you can. I know a lot of you already were, but I hope more of you do it! I'm American and my country desperately needs to be taught a lesson, and I think your country will be the one to teach it! I am so ashamed to be an American right now, but I proudly stand with Canada! ??????
Explicitly urges Canadians to boycott the US while expressing solidarity with Canada and shame about American leadership.
@jus10lewissr
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)