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
Search & Filter
Call to Action
2,768 comments
Time to clean up house
Time to clean up house
Vague call for corrective action using metaphorical language, suggesting need for policy enforcement or systemic change.
james123783
Oct 1, 2025
Well done, it's time, I am impressed
Well done, it's time, I am impressed
Brief approval statement that appears to endorse action, though minimal context makes classification uncertain.
Call to Action
0.65
@michaelquan123
Mar 4, 2025
Deport pajeeet to pajeeet zombie land
Deport pajeeet to pajeeet zombie land
The comment calls for deportation using a derogatory ethnic slur, combining a policy demand with hostile identity-based language.
northeast_freedom_fighter
Feb 23, 2026
Well let the trade war begin!
Well let the trade war begin!
Expresses anticipation of conflict ('trade war begin') with a tone suggesting either sarcastic call-to-action or alarmist threat framing.
@donkeefe6222
Mar 4, 2025
Send then to work
Send then to work
Brief directive to put immigrants to work, implying policy action though context is unclear.
Call to Action
0.65
reginasalazar2126
Nov 22, 2025
JUSTICE FOR ILLEGAL ALIENS IN CANADA, WE R NOT OSTRICHES !!!
JUSTICE FOR ILLEGAL ALIENS IN CANADA, WE R NOT OSTRICHES !!!
Demands justice for undocumented immigrants while asserting Canada should not ignore the issue, though the message is fragmented.
gregpo-g5j
Nov 22, 2025
Why you are afraid \nTake care of Canada
Why you are afraid \nTake care of Canada
Urges Canada to take care of itself and not be afraid, functioning as a rallying call for national self-protection and resilience.
Call to Action
0.65
@Peace-q3k
Mar 4, 2025
Cutt off the electricity to Ny?? and water to california ?
Cutt off the electricity to Ny?? and water to california ?
Suggests retaliatory action (cutting utilities) against the USA, framed as a provocative proposal or escalation threat.
@Beermanposse1234
Mar 4, 2025
Governor Trudeau Join USA, it's as simple as that ??
Governor Trudeau Join USA, it's as simple as that ??
Urges Trudeau to join the USA, presented as a directive action with implicit criticism of Canadian independence.
@VijayPatil-tz3cr
Mar 4, 2025
Hey Trudeau you don't have the cards
Hey Trudeau you don't have the cards
Brief challenge to Trudeau implying he should take stronger action in negotiations.
Call to Action
0.65
@thegoldentooth9581
Mar 4, 2025
Pls don't mention the Russian president Mr foolish prime minister
Pls don't mention the Russian president Mr foolish prime minister
Cryptic plea to avoid mentioning Russian president and criticism of PM, with implied call for different action/approach.
@MustaphaMKamara-s2l
Mar 4, 2025
Trudeau don't forget
Trudeau don't forget
Appears to be a truncated call to action or reminder directed at a political figure, though context is limited.
Call to Action
0.65
bear-qg6wt
Aug 25, 2025
Look man, cut that power off ?
Look man, cut that power off ?
Appears to urge action ('cut that power off'), though the meaning is ambiguous and could be metaphorical or unclear.
Call to Action
0.65
@MilesLong-d5u
Mar 4, 2025
We need to stop this
We need to stop this
Vague imperative to stop something unspecified, likely expressing concern about immigration policy.
bensondentalassociates8690
Jan 27, 2026
No one believes the fentanyl lies the American Nazis in the Whitehouse tell NO ONE!!! they should have already been dragged out and took to the gilotin CANADA is our loyal family and we have …
No one believes the fentanyl lies the American Nazis in the Whitehouse tell NO ONE!!! they should have already been dragged out and took to the gilotin CANADA is our loyal family and we have attacked our own familyand the tariffs are on US!! he has lied on Canada to steal from all of us to give more and more to the billionaires THE OLIGARDS OF AMERICA!!! the elderly of America will starve the children of America will starve and our children of America will be working the jobs the immigrants work to support their families and that is the plan it's in their 2025 plan and everyone who voted for it knew it !!! NOW only knowing they are doing everything in their power to fight this is the only way they will be shown any sympathy!!! everyone who supports these Nazis should be exposed every business from the billionaires to the hotdog stand should be boycotted the real Americans need to support each other now ! what people need now is constant information on who is helping and who is not!! and if the media is going to support the people then we must not support them !! and the commercials on media that show any support to these aggressors or works to suppresses the truth should noted and boycotted .we must boycott them all we cannot give them a penny and take any penny we can we must get our country back let's all go AMERICA NOW!!! we must save america
Combines conspiracy-like claims about hidden plans, violent rhetoric, and repeated calls to boycott and take action against perceived enemies.
@lisaperkins473
Mar 4, 2025
WELL DONALD....YOUR MOVE.
WELL DONALD....YOUR MOVE.
Appears to be urging Trump to respond or take action in response to Trudeau's speech.
Call to Action
0.65
@RidersInBlack
Mar 4, 2025
Let the leader start telling the truth the word need it
Let the leader start telling the truth the word need it
Urges leadership to tell the truth, framed as a moral imperative for global benefit.
@Idowu-w5y
Mar 4, 2025
Stop Lying. Thank you PM Pierre.\n\nhttps://youtu.be/SoV7q5MhQEQ
Stop Lying. Thank you PM Pierre.\n\nhttps://youtu.be/SoV7q5MhQEQ
Accusation of dishonesty with a link to alternative content, implying viewers should check the source.
@tonycallahan3356
Mar 4, 2025
America wake up
America wake up
Exhortatory statement urging Americans to take notice, implicitly contrasting US and Canadian positions.
@louisehicks3285
Mar 4, 2025
SUSAN RICE FOR PRESIDENT 2028!!!
SUSAN RICE FOR PRESIDENT 2028!!!
Off-topic call for US political candidate, appears to be spam or misplaced comment unrelated to Canadian immigration discussion.
@gregoryM8105
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)