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
AMEN say it loud Canadians we had enough
AMEN say it loud Canadians we had enough
Urges Canadians to voice agreement and take a stand against current immigration policies.
Call to Action
0.80
catherinemorgan2741
Aug 25, 2025
Carney is a clown ford is a clown do something about it Canada
Carney is a clown ford is a clown do something about it Canada
Criticizes political leaders and implicitly urges action ('do something about it'), combining policy critique with a call for intervention.
JeffLeblanc-k6b
Aug 25, 2025
We need to start making them want to leave , just saying...
We need to start making them want to leave , just saying...
Urges action to discourage immigrants from staying in Canada while expressing demographic anxiety about immigration levels.
LegBreakMMA
Jul 5, 2025
Stand up against the dictatorship in Canada
Stand up against the dictatorship in Canada
Urges Canadians to resist what is framed as authoritarian government control.
jerrywalls-q8i
Aug 25, 2025
fight or watch your children suffer for the rest of there lives its simple
fight or watch your children suffer for the rest of there lives its simple
Urgent call to action framed around protecting future generations from unspecified harm related to immigration.
michelgrottoli3432
Aug 25, 2025
I am an Indian 🇮🇳 staying in Canada 🇨🇦 from past 20 years saying this..,,deport all Indians who are here after 2021 🙄🙄😡😡
I am an Indian 🇮🇳 staying in Canada 🇨🇦 from past 20 years saying this..,,deport all Indians who are here after 2021 🙄🙄😡😡
Self-identified Indian immigrant calling for deportation of recent Indian arrivals, framed as urgent action.
80CGK
Aug 25, 2025
Well quit voting liberal Canadians . You wouldn’t have this crap! Idiots!
Well quit voting liberal Canadians . You wouldn’t have this crap! Idiots!
Urges voters to change electoral behavior while criticizing current governance, with dismissive tone toward those who disagree.
jamesberube6805
Aug 25, 2025
deport them. too much and improper immigration has made many canadians hostile to immigrants. boycott businesses hiring them
deport them. too much and improper immigration has made many canadians hostile to immigrants. boycott businesses hiring them
Urges deportation and boycotts while claiming immigration has created hostility, framing action as necessary response.
claudiameier666
Jun 20, 2025
Got to stop this asap. Go back to the old system. Hard core vetting ...but not in Canada...they can sit and wait in their country. Multi-cultureism is a failure in this country.
Got to stop this asap. Go back to the old system. Hard core vetting ...but not in Canada...they can sit and wait in their country. Multi-cultureism is a failure in this country.
Urges policy reversal and stricter vetting procedures, framed as urgent action needed.
tedkustra980
Jun 16, 2025
Alberta!! Separate!!
Alberta!! Separate!!
Urges Alberta to separate from Canada, framed as a political action in response to immigration concerns.
airman9624
Jun 21, 2025
Good it's about time that Canada 🇨🇦 fix it immigration problems 👏👏👏
Good it's about time that Canada 🇨🇦 fix it immigration problems 👏👏👏
Expresses approval for addressing immigration problems with applause emojis, implicitly calling for policy action.
kevingeorge2458
Apr 16, 2025
Stop giving New York federal money. Cancel all sanctuary city funds. Sue N Y for back financial aid if this problem continues.
Stop giving New York federal money. Cancel all sanctuary city funds. Sue N Y for back financial aid if this problem continues.
Demands specific policy actions (defund sanctuary cities, sue New York) framed as solutions to an implied problem.
@FrankTucker-p5n
Mar 5, 2025
That is presidential. His statement about being polite but not turning from a fight was perfect. \n\nDeny Donald Trump. Impeach trump
That is presidential. His statement about being polite but not turning from a fight was perfect. \n\nDeny Donald Trump. Impeach trump
Comment praises Trudeau's stance as presidential, then explicitly calls for impeachment of Trump.
@kelammo
Mar 5, 2025
Prime Minister Trudeau, can you please be our President? Donald is a Nazi.
Prime Minister Trudeau, can you please be our President? Donald is a Nazi.
Urges Trudeau to assume U.S. presidency while making a moral judgment comparing Trump to Nazism.
@ja398
Mar 5, 2025
the whole world should boycott the US
the whole world should boycott the US
Urges collective action (boycott) against the US, motivated by perceived threat or hostility.
@alwysrite
Mar 5, 2025
I’ll continue purchasing Canadian-made and Canadian-owned maple syrup. Though a small gesture, I’ll make an effort to vary my choices while ensuring they remain proudly Canadian.
I’ll continue purchasing Canadian-made and Canadian-owned maple syrup. Though a small gesture, I’ll make an effort to vary my choices while ensuring they remain proudly Canadian.
Urges others to support Canadian products and businesses as a patriotic gesture, framed as consumer activism.
@educational-101
Mar 5, 2025
Canadians are stopping travel plans to UsA & we are buying Canadian food & from other countries instead of buying anything from USA way to go turnpy
Canadians are stopping travel plans to UsA & we are buying Canadian food & from other countries instead of buying anything from USA way to go turnpy
Describes and encourages consumer boycott behavior and support for Canadian/non-USA products.
@moiracaruk5923
Mar 5, 2025
Unless the citizens of the world rise up against the United States, we will not be able to get out of our hellhole. We have an election in Nov 2026 when we will elect Congress …
Unless the citizens of the world rise up against the United States, we will not be able to get out of our hellhole. We have an election in Nov 2026 when we will elect Congress members. With the world's help (not buying American products, visiting Canada and not U.S.) we will be able to elect members who will not support Donald.
Urges global action and consumer boycotts while framing the US situation as a crisis requiring intervention.
@5fiveful
Mar 5, 2025
Evil monster is on putins side ?!!! We stand with Canada Ukraine Mexico UK !!! Monster is a psyopath along with vance elon!! IMPEACH NOW ALL 3 MONSTERS ARE EVIL AND INSANE!!!!SAVE AMERICA AND OUR …
Evil monster is on putins side ?!!! We stand with Canada Ukraine Mexico UK !!! Monster is a psyopath along with vance elon!! IMPEACH NOW ALL 3 MONSTERS ARE EVIL AND INSANE!!!!SAVE AMERICA AND OUR JOBS!!!!!!!!!
Urges impeachment and political action while making moral condemnations of political figures.
@annarose4828
Mar 4, 2025
Let us free from the bullying from USA. Disgusting and shameless USA. \nNO TO ALL US PRODUCTS AND SERVICES
Let us free from the bullying from USA. Disgusting and shameless USA. \nNO TO ALL US PRODUCTS AND SERVICES
Urges boycott of US products while expressing anti-American sentiment and framing the US as a bully.
@ronaldosantiago396
Mar 5, 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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