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
Can trump come take the liberals like he did maduro please
Can trump come take the liberals like he did maduro please
Urges removal of a political group ('take the liberals') while invoking a political figure, combining call-to-action with partisan identity framing.
kdubz7680
Jan 3, 2026
Depose expel Trump and co already!\nWhat's the 2nd amendment for?
Depose expel Trump and co already!\nWhat's the 2nd amendment for?
Urges removal of Trump and references the Second Amendment, implying violent action as a solution.
@AIBot-d5r
Mar 4, 2025
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Urges Canadians to act against government leadership, with unverified conspiracy claim about WEF involvement in country destruction.
bking9226
Sep 23, 2025
TRUMP 2029!!! YOU GUYS DID THIS TO YOURSELVES!!
TRUMP 2029!!! YOU GUYS DID THIS TO YOURSELVES!!
Enthusiastic political endorsement with blame-assignment framing, urging support for a candidate.
@4runnerManco
Mar 4, 2025
All the more reason not to go. When trumps gone we’ll be back.
All the more reason not to go. When trumps gone we’ll be back.
Urges avoidance of travel to USA with conditional framing tied to Trump's political tenure.
susanscovill6817
Dec 10, 2025
We need to DEPORT
We need to DEPORT
Demands deportation action, expressing a strong exclusionary stance toward immigrants.
GreenLantern-i4e
Sep 20, 2025
Let go Canada ??
Let go Canada ??
Exhortation to Canada to take action ('Let go'), though phrasing is ambiguous.
Call to Action
0.75
@Mktwiz99
Mar 4, 2025
Trump, you listen !
Trump, you listen !
Direct address attempting to get Trump's attention, implying a demand for action or response.
Call to Action
0.75
@joeramos8404
Mar 4, 2025
Bring him here. We need a leader like him
Bring him here. We need a leader like him
Urges bringing in a leader while implicitly asserting national preference, mixing advocacy with identity-based framing.
@Ronnie-d3s
Mar 4, 2025
I wish he is the president of the us
I wish he is the president of the us
Expresses a wish for political change, implicitly urging support for an alternative leader.
Call to Action
0.75
@michiyonakatani9143
Mar 4, 2025
I want these people out
I want these people out
Direct statement demanding removal of immigrants, functioning as an implicit call for policy action against a perceived threat.
nono86753
Sep 20, 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
And yet, liberal government got elected for additional 4 years. Canada voted for this. No point to complain about it now.
And yet, liberal government got elected for additional 4 years. Canada voted for this. No point to complain about it now.
Implicitly calls for political accountability while asserting that Canadians voted for current policies and should accept consequences.
sHrG78
Sep 19, 2025
Go back home please and thank you.
Go back home please and thank you.
Direct demand for immigrants to leave the country, functioning as a call to action against immigration.
Call to Action
0.75
Pasta705
Sep 19, 2025
He said it all... americans need to act now to save themselves
He said it all... americans need to act now to save themselves
Urges Americans to take action ('act now') while asserting national identity and in-group concern ('save themselves').
@jomane
Mar 4, 2025
Fight Canada ?? Fight! And this is from a New Yorker.
Fight Canada ?? Fight! And this is from a New Yorker.
Urges Canada to resist/fight while asserting American identity in support, combining exhortation with solidarity.
@yahyahussein425
Mar 4, 2025
In the past 10 years brought with student visa must be deported. No PR no nothing. Go home. This is absolutely ridiculous because they are hiding and working with cash because managers are Indians.
In the past 10 years brought with student visa must be deported. No PR no nothing. Go home.
This is absolutely ridiculous because they are hiding and working with cash because managers are Indians.
Demands mass deportation of student visa holders and makes unsubstantiated claims about cash work and ethnic favoritism.
samlsd9711
Sep 29, 2025
I did Not vote for that idiot!!!
I did Not vote for that idiot!!!
Expresses political opposition and implicitly urges others to reject the referenced leader, though the call-to-action is implicit rather than explicit.
Call to Action
0.75
@patriciatramel2621
Mar 4, 2025
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're …
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're saying. Not ... one ... word. Their agenda isn't affected by your little concerns about the economy or jobs or immigration or how much youre struggling. It must be exhausting for the liberals to even have to do their performance theatre in the HOC. Ugh, you little people. Anyway, they will carry on with the charade until unquestionable power is achieved, and good luck to all of us in prying them out. Adrienne, Brian, Lorrie, you endlessly chat about the issues as if you think you can bring reason to whats happening if only they'd listen. Just stop it, really. With complete respect to all of you, do you think you change anything in this commentary? Youre all great, but we're in a paradigm rut on how to view this government and frankly, all governments. Perhaps we should all personally step back for a period and examine exactly what it is we're doing and start looking for solid, out-of-the-box solutions, because using 19th century political tools for affecting change just doesn't work anymore. Finally, this might be hard to wrap our heads around, but we are all part of the problem in some way. If you have the faculty to do so, ask yourself if you work for or support entities that ultimately support the very system oppressing you. Be smarter out there, everyone.
Urges commenters and viewers to stop conventional political engagement and seek systemic solutions, while critiquing the video's approach.
greytogray6070
Feb 27, 2026
I know many americans voted for trump but this action is trump voting against the american people. I mean do you guys really think Putin is a 'good' guy? You guys have to get trump …
I know many americans voted for trump but this action is trump voting against the american people. I mean do you guys really think Putin is a 'good' guy? You guys have to get trump out of there he wants to destroy america.
Urges Americans to remove Trump from office, framed as a moral imperative to protect America and oppose Russian influence.
@DGE123
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)