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
Policy Critique
5,980 comments
Would be good if Canada had ICE
Would be good if Canada had ICE
References ICE (U.S. immigration enforcement) as a policy model Canada should adopt, implying criticism of current Canadian immigration enforcement.
ozzieonline
Feb 18, 2026
You are finish. Enough of taking advantage of USA
You are finish. Enough of taking advantage of USA
Accusation that Canada is exploiting the USA, framing Canadian policy as unfair advantage-taking.
@BeySim1490
Mar 4, 2025
We have the worst liberal scandals government
We have the worst liberal scandals government
Expresses disapproval of the current government's scandals and performance, framed as partisan criticism.
vinndiesel64
Feb 17, 2026
Alberta Calling. The bomb maker lights the fuse then the bomb goes boom. ... Duh, blame Ottawa.
Alberta Calling. The bomb maker lights the fuse then the bomb goes boom. ... Duh, blame Ottawa.
Uses sarcastic metaphor to critique Alberta's policy approach and blame-shifting to Ottawa, combining satire with political criticism.
@michaeldarling1759
Feb 20, 2026
Trudeau is such a nancy that I just cannot take him seriously.
Trudeau is such a nancy that I just cannot take him seriously.
Dismissive criticism of Trudeau's leadership credibility, framed as a personal attack on his character rather than specific policy analysis.
@ricb7801
Mar 4, 2025
There is a misunderstanding and disagreement happening between Canada and America obviously but a trade WAR?! Come on now smh that’s a bit dramatic. There is no war of any kind between America and Canada …
There is a misunderstanding and disagreement happening between Canada and America obviously but a trade WAR?! Come on now smh that’s a bit dramatic. There is no war of any kind between America and Canada , not even a trade war. Fake news, knock it off. Smh
Challenges the characterization of trade tensions as a 'war,' dismissing media framing while implicitly critiquing the discourse around the conflict.
@KatrinaMelvin
Mar 4, 2025
Good point. That was a mistake. How much of it was Kenny, how much was based on denial regarding the economy, and how much was Smith, I don't really know.
Good point. That was a mistake. How much of it was Kenny, how much was based on denial regarding the economy, and how much was Smith, I don't really know.
Analyzes past policy mistakes and attempts to assign responsibility among political figures, seeking understanding of causation.
@GB-jarvy-z
Feb 20, 2026
Canada treated them truckers like dirt!
Canada treated them truckers like dirt!
Criticizes Canadian government's treatment of truckers, referencing a specific policy controversy.
Policy Critique
0.75
@MrImog65
Mar 4, 2025
Great speech, but until it hurts them, they don’t believe. ?
Great speech, but until it hurts them, they don’t believe. ?
Critiques government inaction on immigration policy, suggesting consequences are needed to drive change.
@sylviaespeckerman8348
Mar 4, 2025
Importing American style divide and conquer tactics
Importing American style divide and conquer tactics
Critiques immigration policy as a deliberate divisive strategy, combining policy analysis with concern about social fragmentation.
@HonestFred
Feb 21, 2026
Basically chickened out on a referendum to separate (avoid egg on the face) and here's some red meat for the wolves to distract themselves. I believe a new republic must stretch from the Great Lakes …
Basically chickened out on a referendum to separate (avoid egg on the face) and here's some red meat for the wolves to distract themselves.
I believe a new republic must stretch from the Great Lakes to the Pacific and have at least 80% support across a broad field including the western provinces, the indigenous treaty holders and the territories, including Ontario west of 88⁰ and so the idea of Alberta going it alone obviously ends up with them becoming a US state at best, a territory like Puerto Rico more likely.
More work is needed.
Critiques political strategy and proposes alternative policy framework for regional separation, comparing different governance models.
@brettb9194
Feb 20, 2026
How about we hear him in court has everyone forget what he's done and doing to Canada and using this turbulent time to try and save his sorry ass don't fall for it if he …
How about we hear him in court has everyone forget what he's done and doing to Canada and using this turbulent time to try and save his sorry ass don't fall for it if he really cared we would have had a new PM long ago and sing would've got that pension and he's stepped down and closed parliament but still spending billions
Criticism of Trudeau's governance and motives, with unsubstantiated claims about his actions and spending without evidence.
@mikehewitt2146
Mar 4, 2025
So why don't you just work with Trump and the American people, the demands are simple:\nStop the flow of fentanyl \nEnhance border security \nTake a look at the Trade deficit between the country and come …
So why don't you just work with Trump and the American people, the demands are simple:\nStop the flow of fentanyl \nEnhance border security \nTake a look at the Trade deficit between the country and come to a fair agreement.
Presents specific policy demands (border security, fentanyl, trade) framed as reasonable requests to address through negotiation.
@TJDowning21
Mar 4, 2025
Poilievre has been screaming about this and all MSM did was deny, deny, deny. It didn’t go unnoticed. It was ignored for far too long.
Poilievre has been screaming about this and all MSM did was deny, deny, deny.
It didn’t go unnoticed. It was ignored for far too long.
Criticizes mainstream media for ignoring a political figure's warnings about immigration issues.
@AAnnie...Iamokay
Feb 20, 2026
This is the same Trudeau that flew to Mar-a-Largo to grovel and kneel at Trumps feet. I have complete respect for Canada but not Trudeau. If he had any balls, he would shut down all …
This is the same Trudeau that flew to Mar-a-Largo to grovel and kneel at Trumps feet. I have complete respect for Canada but not Trudeau. If he had any balls, he would shut down all power to America.
Criticizes Trudeau's past behavior at Mar-a-Lago and calls for stronger action, with an unverified characterization of his prior conduct.
@Jorr235
Mar 4, 2025
I welcome diversity in Canada but people here illegally and breaking laws (usually against their own community) should be removed from Canada in an expedited fashion. Special courts and changes to the law may be …
I welcome diversity in Canada but people here illegally and breaking laws (usually against their own community) should be removed from Canada in an expedited fashion. Special courts and changes to the law may be necessary to expedite removals.
Proposes policy changes regarding illegal immigration and law enforcement while framing it as balanced with diversity support.
@GuyGoodwin-l4q
Feb 20, 2026
Immigration, Corruption, Deportation. Well said Elenore!...and that's in B.C.....
Immigration, Corruption, Deportation. Well said Elenore!...and that's in B.C.....
Summarizes three policy areas (immigration, corruption, deportation) in apparent agreement with another commenter's critique.
Policy Critique
0.75
@marlonsmith7342
Feb 19, 2026
could always just legalize handguns... that would help
could always just legalize handguns... that would help
Suggests an alternative policy solution (legalizing handguns) as a response to immigration-related concerns.
Policy Critique
0.75
@politicalofficer832
Feb 20, 2026
Turdeau has zero leverage. His communist tendencies that he inherited from his commie father wont work.
Turdeau has zero leverage. His communist tendencies that he inherited from his commie father wont work.
Critique of PM's political ideology and negotiating position, with identity-based framing about political heritage.
@dldiss5208
Mar 4, 2025
This is all for show. If Trudeau cared about his Canadian citizens he wouldn't have censored their speech the last several years or restricted their religious freedom, or jailed their truck drivers or, taxed them …
This is all for show. If Trudeau cared about his Canadian citizens he wouldn't have censored their speech the last several years or restricted their religious freedom, or jailed their truck drivers or, taxed them in to oblivion with his father the last several decades. Be wise folks.
Critiques Trudeau's record on censorship, religious freedom, and taxation while dismissing current tariff response as performative.
@v.j.morrison1784
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)