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
Not high enough, need continue deporting people. There are lots of Indians with expired Visas and are here illegally
Not high enough, need continue deporting people. There are lots of Indians with expired Visas and are here illegally
Urges increased deportations and references specific groups (Indians with expired visas), framed as a call for stronger enforcement action.
GoesByFooty
Dec 30, 2025
ARREST TRUMP
ARREST TRUMP
Direct call for arrest of Trump, urging a specific political action.
Call to Action
0.85
@holyearth
Mar 4, 2025
Get them out.....please get them out....from a member of the Indian diaspora.
Get them out.....please get them out....from a member of the Indian diaspora.
Demands removal of immigrants while claiming insider status as diaspora member, combining exclusionary framing with a direct call to expel.
abcdefghi9
Jan 27, 2026
should go to Surrey BC next
should go to Surrey BC next
Urges the video creator to document another city with high South Asian population, implying critical intent.
Call to Action
0.85
Arron29802
Jan 27, 2026
hell ya Ontario do Sudbury its got a lot of problems
hell ya Ontario do Sudbury its got a lot of problems
Urges the video creator to focus on a specific Canadian city (Sudbury) and its problems, requesting action or content direction.
Call to Action
0.85
nico-oƙerr
Jan 27, 2026
Let's support Canada by purchasing Canadian made goods.
Let's support Canada by purchasing Canadian made goods.
Urges others to support Canada through consumer behavior, framing it as a patriotic action.
@gingermom12
Mar 4, 2025
COME TO ALBERTA!! keep posting
COME TO ALBERTA!! keep posting
Encourages immigration to Alberta and requests continued promotional content, framing immigration positively.
ridingblue4646
Jan 27, 2026
As an American, I will buy Canadian products ??
As an American, I will buy Canadian products ??
Announces intention to purchase Canadian products as a form of economic support and solidarity action.
@MT-mv2ge
Mar 4, 2025
Trump is causing havoc in America all for his own benefit. \nFor the 2nd time running, Trump is voted the worse President in history. \nThere is doubt Trump wants to start a war. \nImpeach the …
Trump is causing havoc in America all for his own benefit.
\nFor the 2nd time running, Trump is voted the worse President in history.
\nThere is doubt Trump wants to start a war.
\nImpeach the delusional deranged Trump now - Bring on the 25th Amendment !
Criticizes Trump's presidency and explicitly calls for impeachment and invocation of the 25th Amendment.
@doobieau4485
Mar 4, 2025
Get Rid of trump...
Get Rid of trump...
Direct imperative urging removal of a political figure, functioning as a call to action.
Call to Action
0.85
@peggygonzales-kj3zu
Mar 4, 2025
Deport them all.
Deport them all.
Demands deportation of immigrants, combining a call for action with underlying fear/threat sentiment.
HuntTormentor
Jan 27, 2026
It’s a start keep doing it. We need millions gone from Canada.
It’s a start keep doing it. We need millions gone from Canada.
Urges continuation of deportations while expressing desire for mass removal, combining encouragement with implicit policy criticism.
PSALTISK
Dec 28, 2025
Watch this closely. This is the sound of prudent, rational leadership. This was once the sound of our nation's leadership. Now, we have the voice of a petulant man-child driven by either selfish ego and …
Watch this closely. This is the sound of prudent, rational leadership. This was once the sound of our nation's leadership. Now, we have the voice of a petulant man-child driven by either selfish ego and personal financial goals, or sheer ignorance, working hard to tear apart our government and democratic society. To our congress: GET OFF OF YOUR KNEES! If you won't stand together then stand alone. BUT DO STAND UP AGAINST THIS THREAT TO OUR NATION. Fear is a reflex... cowardice is a choice!
Primarily urges political action ('GET OFF YOUR KNEES', 'STAND UP') while framing leadership as a moral/national threat, with identity-based us-vs-them framing about the nation.
@dennisminer4
Mar 4, 2025
Come on the rest of the decent world we can make a stand against the USA. Don’t buy Tesla. Don’t buy Ford. Don’t buy Nike. Don’t buy Apple. Buy Samsung, Adidas. French & German cars. …
Come on the rest of the decent world we can make a stand against the USA. Don’t buy Tesla. Don’t buy Ford. Don’t buy Nike. Don’t buy Apple. Buy Samsung, Adidas. French & German cars. Buy beers & wine from many countries & not the USA. Then with finances try to avoid American banks & credit card companies & shares. Even at a basic level we can all make a difference. Our governments all need to make a difference & trade more with each other rather than the USA it will be tough & take a while but we can break away from this hideous nation & need to do so asap.
Urging coordinated economic boycott of US companies and banks as political action against the USA.
@tristanmorris9850
Mar 4, 2025
America please impeach Trump
America please impeach Trump
Directly urges Americans to impeach Trump, functioning as a political call to action.
Call to Action
0.85
@yousef446555
Mar 4, 2025
as a Canadian thank you for making this video i hope the government does something!!
as a Canadian thank you for making this video i hope the government does something!!
The commenter identifies as Canadian and urges the government to take action in response to the video's content.
Sufi-m9l
Jan 27, 2026
Ban american product now!
Ban american product now!
Commenter is urging action (banning American products), though the connection to immigration is unclear and may be off-topic.
Call to Action
0.85
@zwijdenes1376
Mar 4, 2025
TRUMP, VANCE, AND MUSK-RAT MUST GO!!!
TRUMP, VANCE, AND MUSK-RAT MUST GO!!!
Direct demand for removal of political figures; uses emphatic language to urge action against named individuals.
Call to Action
0.85
@Warren-o3y
Mar 4, 2025
A true leader. Are Canadians sure they want him gone?\nIt’s time the rest of the civilised world turned its back on the US. We have all been lazy and relied on them taking away the …
A true leader. Are Canadians sure they want him gone?\nIt’s time the rest of the civilised world turned its back on the US. We have all been lazy and relied on them taking away the need to invest in what we can do. Which is why they think they hold all the cards Let’s stop this now and all civilised nations that do not have narcissistic tyrants at the lead pull resources together with new trade deals and prove them wrong. Let them implode. It will happen. Let’s not trade with them \nStop buying Teslas too
Extended appeal for international cooperation and specific economic actions (trade deals, boycotts) against the US, framed as solidarity among civilized nations.
@wesleyshepherd4213
Mar 4, 2025
Deport the Indians
Deport the Indians
Direct call for deportation of a specific ethnic group, combining xenophobic sentiment with explicit action demand.
TheChrisamella
Jan 27, 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)