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
You are fired . Canada want s an election we can't afford to wait for more failure
You are fired . Canada want s an election we can't afford to wait for more failure
Demands government action (election) and criticizes current policy performance.
GeorgeMacDonald-yu8qy
Feb 27, 2026
Turn off the lights. Shut off the water taps. Buy Canadian.
Turn off the lights. Shut off the water taps. Buy Canadian.
Urges specific economic actions (buy Canadian, reduce US utilities) as a form of protest or retaliation.
@ErelicGaming
Mar 4, 2025
The world should boycott all american goods and services if they can..
The world should boycott all american goods and services if they can..
Commenter urges others to boycott American goods and services as a form of economic protest.
Call to Action
0.88
@gokaneok
Mar 4, 2025
so muche traitors in govermend it makes me sik we need to kill em all
so muche traitors in govermend it makes me sik we need to kill em all
Calls for violent action against government officials, expressing extreme political anger and advocating harm.
TheRdamterror
Jan 29, 2026
This American is tired of Trump slathering Putin's meat whistle & constantly disgracing our country. Trump & his evil cabal has got to go. I call for his resignation. Let him pardon himself just get …
This American is tired of Trump slathering Putin's meat whistle & constantly disgracing our country. Trump & his evil cabal has got to go. I call for his resignation. Let him pardon himself just get him out of power because he's unstable.
Expresses moral disapproval of Trump and explicitly calls for his resignation and removal from power.
@MT-he9fy
Mar 4, 2025
Do not consume American products ?❌??
Do not consume American products ?❌??
Urges Canadians to boycott American products as a form of economic resistance.
Call to Action
0.88
@tioloco7238
Mar 4, 2025
Vote in pro-deportation politicians in Canada! Deport the illegals, stop the border smugglers. Wake up before it's too late!!
Vote in pro-deportation politicians in Canada! Deport the illegals, stop the border smugglers. Wake up before it's too late!!
Explicitly urges voting for pro-deportation politicians while expressing demographic and security anxiety.
MichaelHarvey7
Mar 1, 2026
The US people need to step in and stop this madness.
The US people need to step in and stop this madness.
Directly urges US citizens to take action ('step in and stop') against Trump's policies.
Call to Action
0.88
@AtlanticCanadianGamer
Mar 4, 2025
AXE THE CARBON TAX!!
AXE THE CARBON TAX!!
Direct imperative urging elimination of carbon tax policy, functioning as a demand for political action.
@ronnietay501
Mar 4, 2025
This is why we need to vote Conservative. Common sense plan is the only way.
This is why we need to vote Conservative. Common sense plan is the only way.
Explicitly urges voting for a specific political party based on their immigration stance, framing it as the solution.
elizabethIAMCANADIAN
Feb 11, 2026
tariff tesla, twitter and Facebook with some insane numbers ASAP
tariff tesla, twitter and Facebook with some insane numbers ASAP
Directly urges immediate action ('ASAP') to impose tariffs on specific American companies as a retaliatory measure.
Call to Action
0.88
@hurf743sefb87
Mar 4, 2025
Do like trump. Start rounding them up and ship them out.
Do like trump. Start rounding them up and ship them out.
Explicitly calls for mass deportation using Trump as a model, framed as urgent action needed.
Wndrfl321
Oct 4, 2025
ALL retail businesses in Canada must clearly indicate which products are made in the USA so that we can effectively boycott them.
ALL retail businesses in Canada must clearly indicate which products are made in the USA so that we can effectively boycott them.
Calls for organized consumer action (boycott) against U.S. products as a form of economic protest.
Call to Action
0.87
@Hommebrillant
Mar 4, 2025
More deportation is needed and quickly! Before the next elections
More deportation is needed and quickly! Before the next elections
Demands rapid deportation with electoral urgency, combining action demand with implicit threat framing.
iij.1323
Dec 25, 2025
Tyler I appreciate your on the ground journalism. I know rage baiting gets the views etc.. in these times, it would be nice for you to release a video relating to unity and love though. …
Tyler I appreciate your on the ground journalism. I know rage baiting gets the views etc.. in these times, it would be nice for you to release a video relating to unity and love though. With your audience I think it could be very impactful. You have a voice you can use for good as well. Just a thought ❤
The commenter appreciates the creator's work but urges them to use their platform for positive messaging around unity and love.
chelseajohnson4070
Jan 27, 2026
Cure is Mass Deportation NOW! All these illegals that came in the last decade unwanted and subsidized. Nobody asked for them only Trudeau and now Carney maintains the damage.
Cure is Mass Deportation NOW! All these illegals that came in the last decade unwanted and subsidized. Nobody asked for them only Trudeau and now Carney maintains the damage.
Demands immediate mass deportation action while criticizing current policy and leadership.
NickLazar-i2f
Aug 30, 2025
Get them out of my country 🇨🇦
Get them out of my country 🇨🇦
Demands removal of immigrants ('Get them out'), framing Canada as exclusively 'my country' and urging exclusionary action.
rockybigras4709
Jan 27, 2026
OH MY GOD TRUDEAU WILL YOU JUST LEAVE ALREADY!!!!! PUT POLLIEVRE IN POWER. IT IS NOT NORMAL THAT YOU ANNOUNCED YOUR DEPARTURE AND WE'RE WAITING FOR OUR NEW LEADER DURING THE HARDEST OF TIMES THAT …
OH MY GOD TRUDEAU WILL YOU JUST LEAVE ALREADY!!!!! PUT POLLIEVRE IN POWER. IT IS NOT NORMAL THAT YOU ANNOUNCED YOUR DEPARTURE AND WE'RE WAITING FOR OUR NEW LEADER DURING THE HARDEST OF TIMES THAT YOU'VE PROVEN TIME AND AGAIN THAT YOU CAN'T HANDLE. PLEASE PASS THE F-ING TORCH!
Commenter urgently calls for Trudeau's resignation and replacement with Poilievre, criticizing his handling of current crises.
@brandofthemostafavi
Mar 4, 2025
Impeach Trump! We love you Canada!
Impeach Trump! We love you Canada!
Comment urges impeachment of Trump while expressing support for Canada, combining a specific political action with solidarity messaging.
@StudioplayerNM
Mar 4, 2025
We rise up and take our country back
We rise up and take our country back
Calls for collective action to 'take back' the country, framing immigration as loss of national ownership.
tnutt666
Aug 28, 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)