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
Clean the country, deport this !!!!
Clean the country, deport this !!!!
Urges mass deportation as a solution, framed as 'cleaning the country,' combining action-oriented language with threat framing.
kayle_N
Oct 2, 2025
Canada should change again. Canada needs ICE. So many people don't belong here.
Canada should change again. Canada needs ICE. So many people don't belong here.
Calls for policy change (referencing ICE enforcement) and asserts that certain groups don't belong, combining exclusionary framing with action-oriented language.
kaydenlamont4009
Oct 3, 2025
Governor Trudeau quit the tough act and join our ranks!
Governor Trudeau quit the tough act and join our ranks!
Urges Trudeau to abandon his position and join 'our ranks,' combining identity framing with action appeal.
@ApolloX-e4q
Mar 4, 2025
WE WILL NOT BACK DOWN THEY HAVE A FIGHT ON THEIR HANDS WE WERE WILLING TO STOP TRADING WE WILL SEE WHAT WILL HAPPEN TO OUR RELATIONSHIP I WILL TELL YOU WHAT WILL HAPPEN TO …
WE WILL NOT BACK DOWN THEY HAVE A FIGHT ON THEIR HANDS WE WERE WILLING TO STOP TRADING WE WILL SEE WHAT WILL HAPPEN TO OUR RELATIONSHIP I WILL TELL YOU WHAT WILL HAPPEN TO THE USA WILL NOT WIN THEY WILL LOSE THIS IS THEIR LAST CHANCE THEY CAN MAKE THIS STOP TRUMP HAS TO BE STOP NOW ❤???????????????????????????????????????????????
Calls for resistance and confrontation with the US, urging action to stop Trump while expressing threat perception.
@MARILYNNEWTONGIBB
Mar 4, 2025
When was the last time Trump said 'thank you' for the electricity? Shut it down!
When was the last time Trump said 'thank you' for the electricity? Shut it down!
Urges Canada to shut down electricity exports to the US as a retaliatory action against Trump.
@fernandofernandes9508
Mar 4, 2025
Its mass deportation time ...
Its mass deportation time ...
Advocates for mass deportation as a policy action, framed as an urgent imperative.
CanadianConservativeGuy
Oct 7, 2025
Boycott their businesses. If I walk into a restaurant and they work there. I turn around and leave. They have ZERO concept of food safety. Ive worked with them. They are FILTHY.
Boycott their businesses. If I walk into a restaurant and they work there. I turn around and leave. They have ZERO concept of food safety. Ive worked with them. They are FILTHY.
Urges boycott of immigrant-owned businesses while making unsubstantiated claims about food safety and hygiene practices.
canadiansfirst3636
Jan 28, 2026
All of you people that talk so tough, you should volunteer to the front lines and put your soul where your gob is. I bet none of you have the gonads to front line it. …
All of you people that talk so tough, you should volunteer to the front lines and put your soul where your gob is. I bet none of you have the gonads to front line it. To serve where the bullets fly. Trudy your young enough, grow a pair and confront that lying, murderous dictator, and show the world your worth... you pu....!!
Challenges commenters and Trudeau to take military action against Putin, using aggressive rhetoric to urge confrontation.
@RobertojavierSilvaharth-ub3pz
Mar 4, 2025
Send the boys in rip em down
Send the boys in rip em down
Urges aggressive action ('send the boys in rip em down') in response to perceived threat, combining call-to-action with threat rhetoric.
bobafett896
Feb 28, 2026
Stop the flow of human trafficking and drugs you pos, you want to continue a disgusting war. Now you will be humbled, you were doing nothing tell Trump stepped in. Y’all are cowards
Stop the flow of human trafficking and drugs you pos, you want to continue a disgusting war. Now you will be humbled, you were doing nothing tell Trump stepped in. Y’all are cowards
Demands action on human trafficking and drugs while criticizing previous inaction, framed as urgent directive.
@PddIFYU
Mar 4, 2025
Secure your fucking borders.
Secure your fucking borders.
Demands border security action with urgent language, framing it as a necessary response to perceived threat.
@patriotknight8915
Mar 4, 2025
This is it! We need more world leaders addressing him by name and letting him know how stupid he is.
This is it! We need more world leaders addressing him by name and letting him know how stupid he is.
Urges world leaders to publicly confront and criticize another leader, combining a call for action with moral judgment.
@AlonzoWallace51
Mar 4, 2025
Enjoy the U.S. You made the choice to put him in that position. This is the result what you see and experience.
Enjoy the U.S. You made the choice to put him in that position. This is the result what you see and experience.
Implicitly urges Americans to accept consequences of their electoral choice, framing it as accountability for collective action.
@dianaj2098
Mar 4, 2025
For the votes to keep the fuckin liberals in power
For the votes to keep the fuckin liberals in power
Implies criticism of immigration policy as a means to maintain political power, with an implicit call to oppose it.
user-c5f2o
Mar 3, 2026
WE NEED ICE ASAP
WE NEED ICE ASAP
Urgent demand for ICE (Immigration and Customs Enforcement) action, expressing security/threat concerns.
@blaze1420666
Feb 19, 2026
People have the right idea of talking to trump directly and make it clear that he just took sides with Russia over his allies in democracy and freedom,something that no other president would do allow …
People have the right idea of talking to trump directly and make it clear that he just took sides with Russia over his allies in democracy and freedom,something that no other president would do allow a dictator to invade a country and blackmail the country that is being invaded just for it mineral and don’t have a statement of giving help. I don’t respect trump or his family they are standing by his side as he destroys the country what kind of people are they are they that corrupt the whole family is willing let their father or let her husband do what he doing without saying anything to stop the corruption.
Urges people to communicate with Trump about his Russia alignment while making moral arguments about democracy and corruption.
@jamesadams8595
Mar 4, 2025
F**k all Liberials
F**k all Liberials
Expresses strong opposition to Liberals, implicitly urging political action or change.
Call to Action
0.75
Sierra0011
Feb 28, 2026
If you voted for trump and you think this is good for America or middle class Americans you’re a damn fool
If you voted for trump and you think this is good for America or middle class Americans you’re a damn fool
Condemns Trump voters as foolish, implicitly urging against supporting his policies, with moral judgment embedded.
@teetortother4825
Mar 4, 2025
Don't buy arms from either USA or Russia. Worls will be peaceful.
Don't buy arms from either USA or Russia. Worls will be peaceful.
Directive urging action (don't buy arms) framed as moral imperative for global peace.
@basavarajnandargi4204
Mar 4, 2025
Please stay in office justin!!!! Lets kick this guys asss along with the americans!!!!
Please stay in office justin!!!! Lets kick this guys asss along with the americans!!!!
Urges political leader to remain in office and frames confrontation with adversaries as a collective action, combining solidarity with mobilization language.
@SherryHudson-je8ke
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)