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
Let’s go!!! Go get em Trump!!
Let’s go!!! Go get em Trump!!
Commenter uses encouragement language to rally support for Trump, though context suggests this may be off-topic to Canadian immigration.
Call to Action
0.70
@bm7707
Mar 4, 2025
Investigate ICE
Investigate ICE
Calls for investigation of ICE (Immigration and Customs Enforcement), urging action on immigration enforcement matters.
Call to Action
0.70
thierrymanuel4549
Feb 19, 2026
IF STRONG MEETS STRONG, WILL THEY RISK THAT FIGHT????? UKRAINE IS NATO SHIELD.... U MUST GRAB THAT SHIELD...
IF STRONG MEETS STRONG, WILL THEY RISK THAT FIGHT????? UKRAINE IS NATO SHIELD.... U MUST GRAB THAT SHIELD...
Urges Canada to take military/defensive action regarding NATO and Ukraine, framed with security concerns.
@deborahmeghan5583
Mar 4, 2025
Millions must go.
Millions must go.
Calls for mass deportation or removal of immigrants, combining alarmist sentiment with an implicit demand for action.
@duceizwild
Feb 19, 2026
No se pierdan todos contra Trump.\nEviten el dolar, consuman productos Nacionales.
No se pierdan todos contra Trump.\nEviten el dolar, consuman productos Nacionales.
Urges avoidance of US currency and consumption of domestic products as economic resistance strategy.
Call to Action
0.70
@joseluisgutierrez1228
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
I pray the idiots that voted for Dumpy are listening, you will be effected ?
I pray the idiots that voted for Dumpy are listening, you will be effected ?
Urges voters who supported Trump to recognize negative consequences, combining a call for awareness with moral judgment about electoral choices.
@adriehunn9656
Mar 4, 2025
Get them out.
Get them out.
Brief demand for deportation of immigrants, expressing both a call to action and underlying threat/fear sentiment.
EC-WoW
Feb 24, 2026
You fucking tell us 😡
You fucking tell us 😡
Expresses emphatic agreement and appears to urge others to acknowledge or act on the video's message, though context is limited.
Call to Action
0.70
AryanSingh-w3k
Jan 28, 2026
CANADA. KIG OUT. OF CUNTREY. ALL. FAKE. REFUGE. VISITORS. VISA. VISITORS. STUDENT.
CANADA. KIG OUT. OF
CUNTREY. ALL. FAKE. REFUGE. VISITORS. VISA. VISITORS. STUDENT.
Calls for removal of immigrants while making unverified claims that refugees and visa holders are fraudulent.
Krishna-kd3ns
Apr 15, 2025
Let's see until when Fox news, influencers,politics and Trump supporters will keep dancing with the devil, and not understanding what Trump is truly about
Let's see until when Fox news, influencers,politics and Trump supporters will keep dancing with the devil, and not understanding what Trump is truly about
Urges others to recognize Trump's true nature and stop supporting him, framed as a moral awakening.
@thunderbirdmcfly8657
Mar 4, 2025
Americans wake up ! Canada is your biggest ally - this is disgusting. And what Trump is doing is in a way what Putin is doing to Ukraine. Why would Canadians want to be the …
Americans wake up ! Canada is your biggest ally - this is disgusting. And what Trump is doing is in a way what Putin is doing to Ukraine. Why would Canadians want to be the 51st state? They are their own country and they are proud.
Urges Americans to 'wake up' and recognize Canadian sovereignty, comparing Trump's actions to Putin's aggression.
@soniav8078
Mar 4, 2025
Shut off New Yorks power
Shut off New Yorks power
Appears to be an inflammatory call to action, though cryptic in nature.
Call to Action
0.70
@dr.kurtjohnson1791
Mar 4, 2025
We need trumph
We need trumph
Advocates for Trump-style leadership as a solution to Canada's immigration issues.
IEluca
Aug 30, 2025
Living in mtl... pls bust these mfers out !
Living in mtl... pls bust these mfers out !
Urges action ('bust these mfers out') with implied threat/removal language directed at a group in Montreal.
trxash3039
Jan 27, 2026
A dollar for dollar.\nA Trump for trump. ?\nGo Canada ??. Go!\nMark Carney for PM.
A dollar for dollar.\nA Trump for trump. ?\nGo Canada ??. Go!\nMark Carney for PM.
Cryptic call for reciprocal action ('dollar for dollar, Trump for trump') with encouragement for Canada and suggestion of Mark Carney as PM alternative.
@fuadalsakkaf2694
Mar 4, 2025
Trump has to come up on treason charges
Trump has to come up on treason charges
Calls for legal action (treason charges) against Trump, framed as a moral imperative.
@jeraldjones7213
Mar 4, 2025
Very good apeed it up get out
Very good apeed it up get out
Urges acceleration of deportations with imperative language, though phrasing is unclear and potentially contains typos.
Call to Action
0.70
scottrichardson2352
Dec 25, 2025
DOUBLE IT IN 2026
DOUBLE IT IN 2026
Urges doubling immigration numbers by 2026, framed as a directive or demand for policy change.
Call to Action
0.70
courtney495
Jan 22, 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
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)