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
Have Trump arrested and put in prison.
Have Trump arrested and put in prison.
Calls for arrest and imprisonment of a political figure, urging legal action against a leader.
Call to Action
0.85
@ragantate3995
Mar 4, 2025
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Demands deportation of immigrant criminals as a specific policy action, framed as a prescriptive requirement.
wtfiwwa2025
Feb 18, 2026
I pray to GOD people don’t vote for the Liberals again because of this speech.
I pray to GOD people don’t vote for the Liberals again because of this speech.
Urges others not to vote for the Liberals in response to Trudeau's speech.
Call to Action
0.85
@jasonspencer5267
Mar 4, 2025
Shout down the money taps. And watch them all leave.
Shout down the money taps. And watch them all leave.
Urges cutting funding as a policy measure to force emigration, combining action-oriented rhetoric with implicit policy criticism.
robwilliams9399
Feb 18, 2026
The world must join forces together. Side with Canada now and impose tariff on USA
The world must join forces together. Side with Canada now and impose tariff on USA
Explicitly calls for international coalition-building and tariff action against the USA in support of Canada.
@petje2435
Mar 4, 2025
please fix this they are wrecking CANADA But don,t worry when Canadian tax dollars run out they will stop coming
please fix this they are wrecking CANADA But don,t worry when Canadian tax dollars run out they will stop coming
Urges action to fix immigration problems while expressing concern about unsustainable fiscal impact on Canadian tax dollars.
backdoorq
Oct 6, 2025
Please someone, get Trump out of the Whitehouse.
Please someone, get Trump out of the Whitehouse.
Directly urges action to remove a political figure from office.
Call to Action
0.85
@chancergordy
Mar 4, 2025
They gotta get on that ICE timing now and get them all out of this country
They gotta get on that ICE timing now and get them all out of this country
Calls for ICE-style enforcement to remove immigrants, combining action-oriented language with implicit security/threat framing.
HoodLaundryMachine
Feb 18, 2026
That’s the Canadian government for us!!! Track them down and deport! 🤬
That’s the Canadian government for us!!! Track them down and deport! 🤬
Expresses frustration with government and explicitly calls for deportation action.
Manly-b6r
Oct 3, 2025
FINALLY! All of Canada should be doing this.
FINALLY! All of Canada should be doing this.
Expresses approval of a policy action and urges other provinces to adopt similar measures.
Tobias-o1o
Feb 18, 2026
We need to deport every single one of them
We need to deport every single one of them
Calls for mass deportation of an unspecified group, combining extreme policy action with implicit threat framing.
toaster3822
Oct 5, 2025
They all have to go back.
They all have to go back.
Demands removal of immigrants with an us-vs-them framing, combining identity assertion with a call for deportation action.
chongisTiberius
Oct 4, 2025
Rise up, America. Dethrone that wannabe king.
Rise up, America. Dethrone that wannabe king.
Urges Americans to mobilize against Trump, framing him as an illegitimate ruler.
@KenSicX
Mar 4, 2025
Kick them out every single one of them
Kick them out every single one of them
Direct call to expel all immigrants, combining demand for action with implicit threat/fear-based framing.
lordvoldemort7465
Oct 7, 2025
Finally opened the eyes Deport deport deport and ban if they are not respectful
Finally opened the eyes
Deport deport deport and ban if they are not respectful
Explicitly urges deportation and bans while framing immigrants as disrespectful threats.
jipsonraju201
Feb 18, 2026
Deport them jeets from canada
Deport them jeets from canada
Directly calls for deportation using derogatory language, framing immigrants as out-group members to be removed.
_rymak_2044
Oct 3, 2025
Canada better get rid of this guy before it’s too late
Canada better get rid of this guy before it’s too late
Urges removal of a political figure with implicit urgency framing ('before it's too late'), combining action-oriented language with threat rhetoric.
@bolovision24
Mar 4, 2025
Deport them all
Deport them all
Direct call for mass deportation of immigrants, framed as an urgent action.
nateclegg9334
Oct 3, 2025
Fire them all
Fire them all
Demands immediate action ('Fire them all') directed at authorities or decision-makers.
Call to Action
0.85
wg676
Oct 2, 2025
Deport the criminals AND jail the criminals who helped these people get into our country
Deport the criminals AND jail the criminals who helped these people get into our country
Urges dual punishment (deportation and jailing) for criminals and those who facilitated their entry.
jariz26
Feb 18, 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)