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
Somebody send this to Trump.
Somebody send this to Trump.
Urges sharing the video with Trump, implying he should take action similar to U.S. immigration policy.
Shazam999
Jan 28, 2026
Now get this message to every dumb red necked brain dead maggot supporter and see if it sinks in, they need to understand what the criminal project 2025 filth and the russian conection is really …
Now get this message to every dumb red necked brain dead maggot supporter and see if it sinks in, they need to understand what the criminal project 2025 filth and the russian conection is really up to, everyone suffers apart from the corrupt.
Urges spreading a message to opponents while framing the issue as moral corruption, combining advocacy with ethical appeals.
@cjc1956
Mar 4, 2025
Just get TF out of the office already. Even Canadians don't like you!
Just get TF out of the office already. Even Canadians don't like you!
Demands the Prime Minister leave office and invokes 'Canadians' as a collective identity opposing him, combining call-to-action with identity framing.
@Jopanaguiton
Mar 4, 2025
Just fix your border, Buckwheat.
Just fix your border, Buckwheat.
Directive to fix the border with dismissive tone; implies national identity concern but primarily urges action.
@graybailey6015
Mar 4, 2025
Why does Ontario keep voting Liberal every election? I guess they haven't suffered enough yet?
Why does Ontario keep voting Liberal every election? I guess they haven't suffered enough yet?
Criticizes voting patterns and implicitly urges different electoral choices, framing current governance as inadequate.
Ordinary-AverageGuy
Aug 25, 2025
Trudeau just get out of there and let o’Leary take over ????????????????????
Trudeau just get out of there and let o’Leary take over ????????????????????
Urges Trudeau to step down and replace him with O'Leary, framed as a direct action demand.
@georgemurphy9910
Mar 4, 2025
When will we shut the oil and all the electricity off. Use the extra electricity for new AI centres become an AI leader. Rip up the water treaties and stop the fresh water going south.
When will we shut the oil and all the electricity off. Use the extra electricity for new AI centres become an AI leader. Rip up the water treaties and stop the fresh water going south.
Proposes specific policy actions (shutting off oil/electricity, revoking water treaties) as strategic responses to Trump.
@henryyoner5438
Mar 4, 2025
I really hope the RCMP sees this video
I really hope the RCMP sees this video
Urges law enforcement to take action based on video content, implying the video contains evidence of criminal activity.
Call to Action
0.75
Momo514xo
Jan 28, 2026
If he does 25%, you do 30%. He does 30% you do 35%. Be the one who dictates the frequency and timing of the attack. Sun tzu art of war.
If he does 25%, you do 30%. He does 30% you do 35%. Be the one who dictates the frequency and timing of the attack. Sun tzu art of war.
Urges escalatory action using military strategy metaphor, framing immigration/policy as an 'attack' to be countered aggressively.
@BertrandLim
Mar 4, 2025
I like how he is tackling the situation nicely. as being canadian, we should boycott the American goods so make our economy stable. People who are thinking this is in Americans benefits they see later …
I like how he is tackling the situation nicely. as being canadian, we should boycott the American goods so make our economy stable. People who are thinking this is in Americans benefits they see later what American government do with them .
Urges boycott of American goods to stabilize Canadian economy, framed as patriotic action.
@duaaa8683
Mar 4, 2025
Now that he's on his way out, he gives his best speech ever?! American people, we thank you for words of support. NOW, figure out a way to get rid of Trump and the oligarchs. …
Now that he's on his way out, he gives his best speech ever?! American people, we thank you for words of support. NOW, figure out a way to get rid of Trump and the oligarchs. It will bring down democracy everywhere if America goes down this dictatorial path. WWIII will never be Zelenskyy's fault, it will be your country's fault. Ensure that he does not trample your constitution and find military backing to stay on past the four years if you can't get rid of him soon. Get your representatives in Washington to work against this guy, whether they are Republicans or Dems. In all our countries, we have been complacent, streaming movies, gaming, buying stuff we don't need AND we've elected far too many morons! We need to use the power of democracy to form government to our needs, not the corporate world and oligarchs!
Urges citizens to take democratic action against Trump while expressing existential threats to democracy and global stability.
@gillesleduc6363
Mar 4, 2025
We need all republicans out of office immediately, none of this current administration follows the constitution. We are losing our constitutional liberties by the hour due to every republican following their king. Btw, I am …
We need all republicans out of office immediately, none of this current administration follows the constitution. We are losing our constitutional liberties by the hour due to every republican following their king. Btw, I am independent, I am pro democracy and pro constitution. We have to demand impeachments . As I write, our right to protest and freedom of speech at colleges is gone. Wtf is next?
Primarily urges impeachment and political action while critiquing constitutional governance, though context is U.S.-focused rather than Canadian immigration.
@angieshoemaker7546
Mar 4, 2025
Also sue the busineses that wont hire you that have immigrants working full time or part time canadians get jobs first
Also sue the busineses that wont hire you that have immigrants working full time or part time canadians get jobs first
Urges legal action against businesses while citing job competition and preferential hiring of immigrants as the underlying economic grievance.
robogilvie1356
Aug 26, 2025
Time for NATO to replace the Supreme Allied Commander Europe
Time for NATO to replace the Supreme Allied Commander Europe
Advocates for replacing NATO's Supreme Allied Commander, implying institutional reform is needed.
Call to Action
0.75
@llamathrust8646
Mar 4, 2025
Canada, please turn the power off for 24/48 to wake up America that they have made the dumps decision with their choice of leader, it would be a reality check
Canada, please turn the power off for 24/48 to wake up America that they have made the dumps decision with their choice of leader, it would be a reality check
Urges Canada to take dramatic action (power cutoff) to demonstrate consequences to the US, framed as a wake-up call.
@belarada26
Mar 4, 2025
You know you are a canadian even if you did imigrate here , fight back against this liberal nightmare that has been inflicted upon us including these imigrant criminals and those that won't assimilate .
You know you are a canadian even if you did imigrate here , fight back against this liberal nightmare that has been inflicted upon us including these imigrant criminals and those that won't assimilate .
Urges Canadians to 'fight back' against government policy and immigrant 'criminals,' combining political action with fear-based framing.
wooddust1234
Aug 25, 2025
At least someone said it - finally- grow a spine republicans
At least someone said it - finally- grow a spine republicans
Urges Republicans to take action ('grow a spine') while implicitly asserting political identity/allegiance.
@MadamTx
Mar 4, 2025
Someone should do a split screen of Trump giving a speech vs any other world leader giving a speech. I don't know how any can vote for this orange buffoon.
Someone should do a split screen of Trump giving a speech vs any other world leader giving a speech. I don't know how any can vote for this orange buffoon.
Suggests a comparative visual demonstration while using sarcasm to discourage voting for a political figure.
@chrisl6496
Mar 4, 2025
Stop the felon asap.
Stop the felon asap.
Urgent directive to stop an unspecified person, likely urging government action on immigration enforcement.
Call to Action
0.75
@ikemedanizu1917
Mar 4, 2025
As much as I hate the idea of Americans suffering at the hands of Trump, I think PM Trudeau should cut Niagara power to the American side! Trump wants to play games, then Canada should …
As much as I hate the idea of Americans suffering at the hands of Trump, I think PM Trudeau should cut Niagara power to the American side! Trump wants to play games, then Canada should stop the flow of everything coming into the U.S. just to show DJT how tariffs really work!
Urges PM Trudeau to take specific retaliatory action (cutting power/tariffs) in response to Trump's policies.
@zivagoldman2001
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)