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
Canadians seem to keep doubling down on total incompetence in their government. And Canadians wonder why the country is going downhill fast.
Canadians seem to keep doubling down on total incompetence in their government. And Canadians wonder why the country is going downhill fast.
Criticizes Canadian government incompetence and connects it to national decline, with implicit identity-based concern about the country's trajectory.
RMA_Geofiles
Feb 26, 2026
Consequences of mass immigration Thank a liberal
Consequences of mass immigration
Thank a liberal
Blames mass immigration and liberal government policy for negative consequences, with partisan framing.
@affanculo
Feb 20, 2026
This guy ruined the country. Look at the streets.
This guy ruined the country. Look at the streets.
Commenter criticizes the PM's governance with a vague reference to street conditions, blending policy critique with implied social concern.
@weezing-o
Mar 4, 2025
Woke doesn’t work…. President Trump finally is giving my country back to the people. It is time my tax dollars stop paying for other country benefits. Maybe your leader should stop talking out of both …
Woke doesn’t work…. President Trump finally is giving my country back to the people. It is time my tax dollars stop paying for other country benefits. Maybe your leader should stop talking out of both sides of his mouth. Finally proud again post forced illness. Wake up people!
Criticizes government spending priorities and leadership credibility while calling for public awareness, blending policy critique with mobilization.
@alvinbuch303
Mar 5, 2025
Nothing will happen ! Thank you Liberals !
Nothing will happen !
Thank you Liberals !
Expresses skepticism that government action will be effective, with partisan blame toward Liberals.
@CB5541g
Feb 20, 2026
What a disgusting, moronic clown this utter idiot is. Total scum. Ruined a great country, and just won’t go away. Loathed through the country and beyond. Only the kind of idiot that watches CNN would …
What a disgusting, moronic clown this utter idiot is. Total scum. Ruined a great country, and just won’t go away. Loathed through the country and beyond. Only the kind of idiot that watches CNN would support this kind of vermin.
Harshly criticizes leader's competence and impact on the country while invoking in-group/out-group framing about supporters.
@cdobeson
Mar 5, 2025
Love how Canada quietly decided that a driver's license in India and Bangladesh were the equal to ours that requires zero testing. What a clown show of a country.
Love how Canada quietly decided that a driver's license in India and Bangladesh were the equal to ours that requires zero testing. What a clown show of a country.
Criticizes specific policy (credential recognition standards) as lowered for certain countries, with dismissive tone toward national competence.
JustTTone
Jan 21, 2026
This is coming from someone that let Vancouver go to shit.
This is coming from someone that let Vancouver go to shit.
Criticizes a political figure's handling of urban conditions in Vancouver.
Policy Critique
0.80
@kpax9852
Mar 4, 2025
Trudeau has nothing to stand on. Sit down Justin. No one cares about you or your bullshit
Trudeau has nothing to stand on. Sit down Justin. No one cares about you or your bullshit
Dismissive criticism of Trudeau's political credibility and leadership.
Policy Critique
0.80
@peterdaniel66
Mar 4, 2025
Funny he destroys canada and dares call our president names
Funny he destroys canada and dares call our president names
Criticism of Trudeau's domestic policy record combined with nationalist framing of defending Canada.
@Jerry-m9n
Mar 5, 2025
this clown still has a job? ?
this clown still has a job? ?
Dismissive criticism of Trudeau's continued position in office, expressed with sarcastic tone.
@Ozo_Violet23
Mar 5, 2025
Now you are all taking your hats off to Trudeau, how fickle minded you all are, short memories, i guess that’s why he stood down? And now he is trying to make out like the …
Now you are all taking your hats off to Trudeau, how fickle minded you all are, short memories, i guess that’s why he stood down? And now he is trying to make out like the hero ???
Criticizes Trudeau's credibility and accuses him of hypocrisy regarding his resignation and public image.
@christheodore7772
Mar 5, 2025
COVID! Stop using it as excuse instead come up with solutions!
COVID! Stop using it as excuse instead come up with solutions!
Criticizes government use of COVID as an excuse rather than developing substantive solutions to immigration issues.
Policy Critique
0.80
forc3s646
Jan 21, 2026
Man just posted an actual human trafficker on YouTube but not a damn action will be taken on them.
Man just posted an actual human trafficker on YouTube but not a damn action will be taken on them.
Criticizes YouTube and authorities for failing to take action against alleged human trafficking content, implying systemic negligence.
RKMY
Jan 27, 2026
System and officials are compromised. All scams and corruptions are fuelling this crimea. Government is doing drama. Nothing will change in Canada.
System and officials are compromised. All scams and corruptions are fuelling this crimea. Government is doing drama. Nothing will change in Canada.
Alleges systemic corruption and government incompetence with vague claims about scams and corruption fueling unspecified crisis.
@Alwaysbrave
Feb 19, 2026
You people of canada think this is just about canada and the well being it aint its about your politicians and ours and how fat there pockets get
You people of canada think this is just about canada and the well being it aint its about your politicians and ours and how fat there pockets get
Critiques politicians' motivations and corruption, suggesting policy decisions serve personal financial interests rather than public good.
@MikeLeo-h9y
Mar 5, 2025
Thank you liberals and ndp for this
Thank you liberals and ndp for this
Blames specific political parties for immigration outcomes, critiquing government policy decisions.
Policy Critique
0.80
chaldeankings2226
Jan 27, 2026
Not a very good speech. Over 90% of drug traffic reduction in 1 month, which really proves what Trump said. US official knows that significant reduction, yet, they still impose the tariff. Why will you …
Not a very good speech. Over 90% of drug traffic reduction in 1 month, which really proves what Trump said. US official knows that significant reduction, yet, they still impose the tariff. Why will you still spend so much money to help America if they do not appreciate? Grow a pair!!!
Criticizes speech quality and questions US policy logic, citing unverified drug reduction statistics as evidence.
@guoxianwu6797
Mar 5, 2025
WHY HASNT JUSTIN STEPPED DOWN. He has a lot to say while he taxes the fuck out of his own people. Entire bullshit speech.
WHY HASNT JUSTIN STEPPED DOWN. He has a lot to say while he taxes the fuck out of his own people. Entire bullshit speech.
Criticizes Trudeau's leadership and taxation policies while implicitly calling for his resignation.
@clintperez8874
Mar 4, 2025
What a bafoon, inflation will go tremendously down when we start DRILLING, and BUILDING from the USA! C-YA CANADA
What a bafoon, inflation will go tremendously down when we start DRILLING, and BUILDING from the USA! C-YA CANADA
Criticizes Canadian policy while praising US economic approaches (drilling, building) and expressing preference for the US model.
@hercules101jovatronmx7
Mar 5, 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)