Skip to content
Canadian Immigration Dashboard [ CID ]
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

Search comment text, filter by category or video
Clear all

Call to Action

2,768 comments
Page 109 of 139
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.
@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.
@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.
@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.
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.
@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
« Prev 109 / 139 Next »

Compare Videos

Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).

Discourse Taxonomy

Click a category to filter comments

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

Which YouTube channels attract each type of discourse
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)