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
Send them back enough is enough
Send them back enough is enough
Imperative statement urging deportation of immigrants, combining demand for action with implicit threat/anxiety framing.
justicewarrior9166
Jan 5, 2026
maybe if the police pointed them back instead of assisting with their bags they would stop coming
maybe if the police pointed them back instead of assisting with their bags they would stop coming
Sarcastically proposes police should refuse assistance to migrants to deter immigration, urging policy change through implied action.
erikkorhonen
Jan 5, 2026
Heres an idea...a fence
Heres an idea...a fence
Proposes physical border barrier as solution to immigration, presented with minimal elaboration suggesting either serious policy suggestion or light sarcasm.
ELIAS-v3y
Jan 5, 2026
Not Complying. I Will Not Comply. No Complying.
Not Complying.
I Will Not Comply.
No Complying.
Repeated assertion of non-compliance appears to be a call for others to resist or refuse to comply with unspecified policies.
Call to Action
0.75
RaisedxFist
Jan 6, 2026
Trump, come get Carney !!!!
Trump, come get Carney !!!!
Calls for Trump to intervene ('come get Carney') while implicitly framing Carney as an outsider/enemy, combining action-urging with us-vs-them framing.
egSmith-sp9gl
Jan 4, 2026
21:45 .. the answer is guaranteed voters for the Liberal party.
21:45 .. the answer is guaranteed voters for the Liberal party.
Implies a political motivation for immigration policy, suggesting immigrants are being admitted to secure Liberal party votes.
illthought-real
Jan 27, 2026
Can trump come take the liberals like he did maduro please
Can trump come take the liberals like he did maduro please
Urges removal of a political group ('take the liberals') while invoking a political figure, combining call-to-action with partisan identity framing.
kdubz7680
Jan 3, 2026
Young criminals crime must be stopped or deported
Young criminals crime must be stopped or deported
Calls for stopping youth crime or deporting young criminals as a policy response.
MS-nc7ku
Dec 29, 2025
One of reasons I hope Alberta separates
One of reasons I hope Alberta separates
Expresses desire for political separation as a response to immigration policy, implying support for separatist action.
landonschneider3200
Jan 27, 2026
Good, get rid of them
Good, get rid of them
Brief directive statement advocating removal of a policy or program, though context is minimal.
Call to Action
0.75
janetteellingham4982
Jan 22, 2026
Canadians need to know??? Don't go.
Canadians need to know??? Don't go.
Urges Canadians not to travel to the US, combining a warning about conditions with a directive to avoid the destination.
rosefrancis6418
Dec 10, 2025
Who cares never go back to USA even again
Who cares never go back to USA even again
Expresses dismissal and urges others not to return to the USA.
Call to Action
0.75
duncanmacpherson1355
Dec 10, 2025
Or do the right thing and just stay home. Snowbirds... I'm looking at you!
Or do the right thing and just stay home. Snowbirds... I'm looking at you!
Urges Canadians to avoid travel to the US and specifically targets snowbirds, framed as the ethical choice.
bobbbxxx
Dec 8, 2025
It has to be negative . Canada has to deport.
It has to be negative . Canada has to deport.
Calls for deportation policy as a response to immigration, framed as a necessary action.
dt2526
Nov 20, 2025
Great decision and i hope BC does same.
Great decision and i hope BC does same.
Expresses approval and hopes another province will adopt similar measures, implicitly urging action.
Call to Action
0.75
shem4753
Nov 21, 2025
Its mass deportation time ...
Its mass deportation time ...
Advocates for mass deportation as a policy action, framed as an urgent imperative.
CanadianConservativeGuy
Oct 7, 2025
Tell your politicians 😅😅😅
Tell your politicians 😅😅😅
Brief exhortation to contact politicians with sarcastic tone, combining civic engagement messaging with ironic commentary on political efficacy.
angelriporapthap2919
Oct 4, 2025
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Calls for mass deportation based on unsubstantiated claims of false entry information.
romuloyabar9658
Oct 2, 2025
Michelle for MP save Canada 🎉 mps acting dumb so sad
Michelle for MP save Canada 🎉 mps acting dumb so sad
Endorses a political candidate ('Michelle for MP') as a solution, with patriotic framing.
zaiokari1698
Sep 30, 2025
Hope someone to handle this crisis all fraud
Hope someone to handle this crisis all fraud
Calls for someone to address immigration fraud crisis, expressing frustration with government handling.
rezazeinizadeh9541
Oct 1, 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)