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
As an American, please continue to press. They are not listening to us
As an American, please continue to press. They are not listening to us
Commenter urges continued pressure on leadership while asserting American identity and solidarity with the cause.
@meredithgood4203
Mar 4, 2025
Canada needs #ICE real bad #DeportThemAll 💪🇨🇦🍁🇨🇦
Canada needs #ICE real bad
#DeportThemAll 💪🇨🇦🍁🇨🇦
Hashtags #DeportThemAll and #ICE are explicit calls for deportation action, framed within nationalist identity assertion.
promethianghost2683
Sep 8, 2025
We need ICE in Canada.
We need ICE in Canada.
A brief call for establishing ICE (Immigration and Customs Enforcement) in Canada, advocating for stricter immigration enforcement.
Call to Action
0.85
mj24672
Sep 10, 2025
Any politicians support of immigrants, vote them out!
Any politicians support of immigrants, vote them out!
Explicitly urges voters to remove politicians who support immigration, framing it as a voting directive.
dl138600
Aug 30, 2025
It’s your own damn fault just keep voting liberal you stupid idiots……🤬
It’s your own damn fault just keep voting liberal you stupid idiots……🤬
Primarily urges voting behavior change while asserting in-group/out-group identity through insulting language directed at political opponents.
shootist279
Sep 6, 2025
Deport this ingrate immigrant
Deport this ingrate immigrant
Directly urges deportation action against an immigrant, framed as a call to remove someone from the country.
Call to Action
0.85
kentclark9740
Aug 25, 2025
Y'ALL DID NOT VOTE FORMARK CARNEY Y'ALL CAN KICK HIS ASS OUT. HAVE A NICE DAY😅
Y'ALL DID NOT VOTE FORMARK CARNEY Y'ALL CAN KICK HIS ASS OUT. HAVE A NICE DAY😅
Urges readers to vote against Mark Carney and remove him from office, directly calling for political action.
Call to Action
0.85
kevinsloan8902
Sep 9, 2025
Send them back
Send them back
Brief directive urging deportation of immigrants, combining a policy demand with implicit threat framing.
al-bp1pi
Feb 16, 2026
American people need to wake up ??
American people need to wake up ??
Urging Americans to 'wake up,' implying they should take notice or action regarding a political situation.
Call to Action
0.85
@vanhoang3850
Mar 4, 2025
Exactly you can't take care of the ones that were here from the beginning yet the immigrants get way better treatment. Canada rise up! Start making things difficult for them. They will backstab you in …
Exactly you can't take care of the ones that were here from the beginning yet the immigrants get way better treatment. Canada rise up! Start making things difficult for them. They will backstab you in 2 seconds especially the ones that are clearly absurdly abusing the system.
Urges Canadians to take action against immigrants while framing them as threats and invoking national identity boundaries.
ancacox8886
Aug 25, 2025
You guys need to become racist. Those that have been for a while are just waiting for you to wake the F UP. BECOME RACIST OR DISAPPEAR.
You guys need to become racist.
Those that have been for a while are just waiting for you to wake the F UP.
BECOME RACIST OR DISAPPEAR.
Explicitly urges others to adopt racist ideology as a political stance, framed as urgent action.
samonicle2002
Aug 30, 2025
Send them back , it's out of control at this point.
Send them back , it's out of control at this point.
Directly calls for deportation while expressing alarm that immigration is 'out of control,' combining action demand with threat framing.
LegBreakMMA
Jul 5, 2025
Deport them shame on mark c.
Deport them shame on mark c.
Demands deportation action while implicitly asserting national identity concerns through moral disapproval.
SandraMiller-q9f
Aug 30, 2025
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed …
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed off lives are being ruined destroyed!!! This was not happening 10 yrs ago canada was still canada now I dont recognize the very country I was born and raised in 53 yrs I dont even know the country anymore!!!!!! Sooooo f**&^^ ing angry!!
Repeatedly urges voters to stop voting Liberal while expressing anger about national decline and lives being 'ruined,' combining voting action with threat perception.
audreyweber1336
Sep 4, 2025
Time to boycott companies with too many migrants
Time to boycott companies with too many migrants
Urges boycott action against companies perceived as employing migrants, framed as a response to demographic concern.
SASQUATCH3
Aug 30, 2025
Mass Deportation ASAP For India Immigrants & Palestinians 💯
Mass Deportation ASAP For India Immigrants & Palestinians 💯
Demands immediate deportation of specific immigrant groups, combining a call for action with ethnic targeting.
CanukRocker
Aug 25, 2025
well canada, we want nothing to do with you until you replace trudeau
well canada, we want nothing to do with you until you replace trudeau
Demands replacement of political leader (Trudeau) as a condition for engagement, combining policy critique with explicit call for action.
@nebulousJames12345
Mar 4, 2025
Get them out. Everyone of them.
Get them out. Everyone of them.
Direct demand for deportation action ('Get them out. Everyone of them') with minimal elaboration, functioning as a call for policy implementation.
GMAN420BC
Aug 29, 2025
If they are here illegally kick em out
If they are here illegally kick em out
Urges enforcement action (deportation) against undocumented immigrants.
Call to Action
0.85
RonArcher-so7io
Aug 25, 2025
Tek çare ÜMİT ÖZDAĞ❤❤
Tek çare ÜMİT ÖZDAĞ❤❤
Turkish phrase endorsing Ümit Özdağ as 'the only solution,' promoting a political figure as remedy.
Call to Action
0.85
Famagusta74-je6le
Feb 16, 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)