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
Thank all the people that voted liberal for all this garbage going on. Thanks to all you woke jokes. Done with this trash go home and don't come back
Thank all the people that voted liberal for all this garbage going on. Thanks to all you woke jokes. Done with this trash go home and don't come back
Urges voters to reject liberal policies and frames opposition through cultural identity ('woke jokes'), functioning as a political mobilization call.
kellen8771
Aug 29, 2025
Hell yeah! It's nice to see Tyler cover this BS! We need more people to be aware of just how out of hand the immigrant crisis is in Canada! I miss being able to get …
Hell yeah! It's nice to see Tyler cover this BS! We need more people to be aware of just how out of hand the immigrant crisis is in Canada! I miss being able to get a f*cking job!
Urges awareness of 'immigrant crisis,' expresses personal job loss concern, and calls for more people to engage with the issue.
beanz23232
Jan 27, 2026
Stop immigration policies
Stop immigration policies
Direct imperative urging policy change regarding immigration restrictions.
Call to Action
0.87
rickdavidson7i5656
Feb 16, 2026
Send them back..all of them who do not want to follow Canada's laws and culture.
Send them back..all of them who do not want to follow Canada's laws and culture.
Directly calls for deportation of immigrants who don't conform to Canadian laws and culture.
Bonhei
Aug 25, 2025
Canada and the EU need to stand up to our dictator president. Unite a front against America until we can get this clown out.
Canada and the EU need to stand up to our dictator president. Unite a front against America until we can get this clown out.
Urges Canada and EU to unite against the U.S. president and take coordinated action until political change occurs.
@StopLight3344
Mar 4, 2025
FOLKS We need to pause/reverse immigration so that Canada can catch up on integrating the people that are here already.
FOLKS
We need to pause/reverse immigration so that Canada can catch up on integrating the people that are here already.
Urges a pause or reversal of immigration policy to prioritize integration of existing residents.
JohnChetek
Feb 18, 2026
We must deport many more ❤🎉
We must deport many more ❤🎉
Explicit demand for increased deportations presented as a policy action, with celebratory emojis indicating strong advocacy.
rockylane876
Dec 27, 2025
18K?????? should be in the millions, good luck, Canada
18K?????? should be in the millions, good luck, Canada
Expresses dissatisfaction with current deportation numbers and implicitly urges dramatic increase in removals.
lifeongps
Dec 27, 2025
It is clear that Carney and the sycophantic Liberals (emphasis on the first syllable) have to go; PERIOD. Let's stop making excuses for these moronic, stupid incompetent and corrupt individuals and get all the foreign …
It is clear that Carney and the sycophantic Liberals (emphasis on the first syllable) have to go; PERIOD. Let's stop making excuses for these moronic, stupid incompetent and corrupt individuals and get all the foreign interference compromised MPs exposed and charged immediately. Get the priorities straight here.
Demands removal of political leaders, exposure of MPs, and prioritization of foreign interference concerns; primarily urging action.
robertkerr8818
Feb 27, 2026
No more Indian in Canada, cancel all the student visas.
No more Indian in Canada, cancel all the student visas.
Demands cancellation of student visas and exclusion of a specific ethnic group, combining policy action with identity-based exclusion.
MullBatoora-kf6cj
Sep 19, 2025
EVERY SINGLE CANADIAN NOW NEEDS TO DO ALL WE CAN POSSIBLY DO TO BUY CANADIAN, NO MATTER WHAT. ALL DUE TO ONE GIANT ORANGE SPHINCTER.
EVERY SINGLE CANADIAN NOW NEEDS TO DO ALL WE CAN POSSIBLY DO TO BUY CANADIAN, NO MATTER WHAT. ALL DUE TO ONE GIANT ORANGE SPHINCTER.
Urges Canadians to buy Canadian products as a response to Trump, framed as collective action with nationalist framing.
@paulmc3457
Mar 5, 2025
Send them back.
Send them back.
Minimal statement urging deportation of immigrants, functioning as a direct call to exclusionary action.
DR-uj2dd
Jan 20, 2026
I will definitely be voting against any and everything Daniel smith is proposing. It’s all trying to get albertans to sign on to separation from Canada , Something I totally disagree with.
I will definitely be voting against any and everything Daniel smith is proposing. It’s all trying to get albertans to sign on to separation from Canada , Something I totally disagree with.
Explicitly commits to voting against a political figure and her policies, framing opposition as defense of Canadian unity.
@rodneycallahan3117
Feb 20, 2026
DEPORT ALL MIDDLE EASTERN IMMIGRANTS THAT HAVEN'T BEEN HERE FOR 2 YEARS MAYBE EVEN MORE. 😂
DEPORT ALL MIDDLE EASTERN IMMIGRANTS THAT HAVEN'T BEEN HERE FOR 2 YEARS MAYBE EVEN MORE. 😂
Demands deportation of specific demographic group (Middle Eastern immigrants) with time-based criteria, framed as policy action with dismissive tone (emoji).
venomousgamer4205
Aug 29, 2025
we need conservatives in power SO BAD!!! ASAP
we need conservatives in power SO BAD!!! ASAP
Urgent call for voters to elect conservative politicians, implying they would address immigration concerns.
frapp.harden
Feb 24, 2026
There is only our government to blame canadians needs to revolt. Canadians voted for this government you were warned about the liberals.
There is only our government to blame canadians needs to revolt. Canadians voted for this government you were warned about the liberals.
Calls for citizen revolt against government and criticizes voters for electing the Liberal government responsible for immigration policy.
charlene708
Aug 28, 2025
Please focus on red states for tariffs.
Please focus on red states for tariffs.
Direct request urging focus of tariff policy on specific geographic targets (red states), functioning as a call for targeted action.
Call to Action
0.85
@Solitas777
Mar 4, 2025
This is not rocket science. Mass deportations
This is not rocket science. Mass deportations
Advocates for mass deportations as a policy solution to immigration, framed as straightforward action.
dktowser
Feb 18, 2026
boycott Netflix, Amazon, Apple and others
boycott Netflix, Amazon, Apple and others
Directs others to boycott specific companies, a clear call for collective action.
Call to Action
0.85
@hamzaafridi7628
Mar 4, 2025
wakeup America!!! IMPEACH THIS ORANGE MAN AND HIS BAND OF CLOWNS BEFORE IT!S TOO LATE!! THE WRITING IS ON THE WALL !!
wakeup America!!! IMPEACH THIS ORANGE MAN AND HIS BAND OF CLOWNS BEFORE IT!S TOO LATE!! THE WRITING IS ON THE WALL !!
Urgent call to impeach with alarmist language ('before it's too late') and apocalyptic framing.
@TeriBaxter-b1c
Mar 4, 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)