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
Deport everyone who came here in the last 10 years
Deport everyone who came here in the last 10 years
Extreme policy proposal calling for mass deportation of recent immigrants, framed as urgent action.
JimWalker-j3u3i
Jan 19, 2026
Please Donald Trump - demand that Canada fixes this. And to think these clowns who facilitate this get early retirement with a nice pension.
Please Donald Trump - demand that Canada fixes this. And to think these clowns who facilitate this get early retirement with a nice pension.
Appeals to an external authority (Trump) to intervene while criticizing government officials for enabling immigration.
gaildevaney6074
Nov 21, 2025
DEPORT NOW!
DEPORT NOW!
Direct imperative demanding deportation action, combining xenophobic sentiment with explicit call for policy enforcement.
MRPOTUS5000
Jan 19, 2026
Canada. You need. To. Wake. Up. They. Are. Refugee. S. For. Profit
Canada. You need. To. Wake. Up. They. Are. Refugee. S. For. Profit
Urgent call for Canada to 'wake up' combined with an unverified claim that refugees are being admitted for profit.
oldlady-rv4fn
Nov 21, 2025
Get out of Canada !!!!!! We are full ....
Get out of Canada !!!!!! We are full ....
Direct command to immigrants to leave Canada, framed as capacity issue, with us-vs-them boundary assertion.
darrylbest9299
Oct 27, 2025
Round up and fly them out immediately! This country is spiralling out of control. There isn‘t even a language requirement to be met either, it‘s disgusting.
Round up and fly them out immediately! This country is spiralling out of control. There isn‘t even a language requirement to be met either, it‘s disgusting.
Directly urges deportation ('round up and fly them out'), framed within expressions of national crisis and criticism of language requirements.
KirstenC-q2x
Oct 30, 2025
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Calls for deportation of illegal immigrants back to their home countries (written in Punjabi/Hindi).
Raju-ql5fh
Oct 26, 2025
NO NO NO I REJECT TO THIS REALITY INDIAN HAVE ABUSED THE CANADIAN LAWS NOW ALL OVER CANADA LIKE SURREY BC DEPORT THEM
NO NO NO I REJECT TO THIS REALITY INDIAN HAVE ABUSED THE CANADIAN LAWS NOW ALL OVER CANADA LIKE SURREY BC DEPORT THEM
Explicitly calls for deportation of Indians, framing them as law-abusers and expressing demographic threat concerns.
puchicavos9339
Oct 25, 2025
It has to ✋ stop. No more
It has to ✋ stop. No more
Urgent demand to stop immigration with imperative language suggesting mobilization.
astridcardona
Oct 10, 2025
A student. He is not honest. Canada should deport them. They would not like other people taking over their country. They need better leaders
A student. He is not honest. Canada should deport them. They would not like other people taking over their country. They need better leaders
Calls for deportation of a specific immigrant and criticizes leadership, framed as a demand for government action.
mistyrosebud1270
Oct 9, 2025
As a third generation Canadian who's great grandparents were among the first Indians in Canada, I advise Canada to shut the door while we still can. The new loophole abusing immigrants are not suitable to …
As a third generation Canadian who's great grandparents were among the first Indians in Canada, I advise Canada to shut the door while we still can. The new loophole abusing immigrants are not suitable to be let outside India.
Asserts generational Canadian identity while urging restrictive immigration policy and characterizing new immigrants as unsuitable.
JattJatt8
Oct 9, 2025
Michelle... Canadians are aware of these fraud charges. Deport them all. Canadians are not anyone bank machines. Michelle tell Liberals we are not their ATM machines.
Michelle... Canadians are aware of these fraud charges. Deport them all.
Canadians are not anyone bank machines. Michelle tell Liberals we are not their ATM machines.
Calls for deportation of fraud suspects and urges political pressure on the Liberal government, framing immigrants as financial burden.
kimsedgwick8119
Oct 11, 2025
Everything liberals put in place is a fraud How about we stop paying taxes until the fraud is gone
Everything liberals put in place is a fraud
How about we stop paying taxes until the fraud is gone
Commenter makes an unsubstantiated claim about 'fraud' and urges others to stop paying taxes, combining conspiracy-like assertion with mobilization.
mferri4928
Oct 3, 2025
Canada is finished. Keep voting liberals
Canada is finished. Keep voting liberals
Commenter expresses doom ('finished') and urges voting against liberals, combining alarmism with a direct call to political action.
truenorth1345
Oct 2, 2025
These woman need to be put in federal jail
These woman need to be put in federal jail
Demands punitive action (jail) against specific individuals, framed as a threat/consequence.
sch2937
Oct 3, 2025
Shut the door already!
Shut the door already!
Direct demand to stop immigration, functioning as a call to restrict policy.
macstoodley6493
Oct 5, 2025
who the fuck is allowing this ??? Answer that . DEPORT them immediately .
who the fuck is allowing this ??? Answer that . DEPORT them immediately .
Demands immediate deportation action while expressing alarm about who is 'allowing' immigration.
danielmani2734
Oct 4, 2025
We need Trump, Holman and ICE. I'm pretty sure they could find them. You just need the will which unfortunately does not exist in Canada!
We need Trump, Holman and ICE. I'm pretty sure they could find them. You just need the will which unfortunately does not exist in Canada!
Advocates for importing foreign enforcement approaches (Trump, ICE) to address immigration issues, implicitly calling for stricter enforcement policies.
donnapike7826
Oct 4, 2025
well done. we need to crack down on the abuse and send those that are illegally here back. more needs to be done
well done. we need to crack down on the abuse and send those that are illegally here back. more needs to be done
Urges stronger enforcement action and deportation of undocumented immigrants, framed as a call for policy change.
didarsehra9053
Oct 1, 2025
Trudeau and Jagneet Singh should be in Jail! What a joke!
Trudeau and Jagneet Singh should be in Jail! What a joke!
Calls for imprisonment of political figures responsible for immigration policy, framing it as a joke.
mehrabulalamsimon8465
Oct 3, 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)