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
Umm canada Is not guuilty of not paying out share !! We rinigged on the nato agreement ! Wake up your all being played
Umm canada Is not guuilty of not paying out share !! We rinigged on the nato agreement ! Wake up your all being played
Critiques Canada's NATO spending compliance while making an unsubstantiated claim about being 'played' by leadership.
@Shericams
Mar 4, 2025
The West Russia pathetic government doesn’t care about the drugs on their citizens. If he cared he would do something about their stupid Guns
The West Russia pathetic government doesn’t care about the drugs on their citizens. If he cared he would do something about their stupid Guns
Criticizes government inaction on drugs and guns, with vague reference to 'West Russia' suggesting confused or sarcastic framing.
@grantwells6189
Mar 4, 2025
Its bad when they say its too much
Its bad when they say its too much
Vague criticism of policy or statements regarding immigration levels being excessive.
Policy Critique
0.65
ThePh4ntomHammer
Jan 28, 2026
I would go ahead and implement 30% back or even more for at least 30 days more than they
I would go ahead and implement 30% back or even more for at least 30 days more than they
Appears to advocate for implementing tariffs at a higher rate, though the comment is incomplete and unclear.
Policy Critique
0.65
@davidc_ac9377
Mar 4, 2025
Good for them! This is terrible
Good for them! This is terrible
Brief expression of approval for unspecified action and disapproval of an unnamed situation, likely related to tariff policy.
Policy Critique
0.65
@nita2bjuan7
Mar 4, 2025
My god man u have put your people in bad place little man you of all people American people will be fine
My god man u have put your people in bad place little man you of all people American people will be fine
Commenter criticizes Trudeau's policies or leadership for negatively affecting Canadians, though the statement is somewhat unclear.
Policy Critique
0.65
@William-k6b
Mar 4, 2025
Trying to gain popularity back
Trying to gain popularity back
Suggests political motivation behind policy decisions, implying criticism of leadership's motives rather than substantive policy analysis.
Policy Critique
0.65
@wandatruax
Mar 4, 2025
or those who come through other safe countries
or those who come through other safe countries
Fragmentary comment critiquing asylum policy regarding safe third countries, though context is minimal.
Policy Critique
0.65
Susan-m6v8i
Feb 24, 2026
Good fair tarifs
Good fair tarifs
Brief approval of tariff policy, though minimal elaboration makes confidence moderate.
Policy Critique
0.65
@Mile9homesteadalaska
Mar 4, 2025
It not a trade war it's call making good deals for both nations but this leader but suck up to Joe Biden an Harris an Bush an bill an Hillary an democratic party an deep …
It not a trade war it's call making good deals for both nations but this leader but suck up to Joe Biden an Harris an Bush an bill an Hillary an democratic party an deep State around the world.
Criticizes Canadian leadership for being subservient to Democratic/establishment figures while defending Trump's trade approach.
@KingShoemaker
Mar 4, 2025
Tired of the bs
Tired of the bs
Vague expression of frustration with government/policy, though minimal detail provided.
Policy Critique
0.65
GeorginaMccallum-q7w
Sep 7, 2025
Was the Flower city now garbage city Go Profesor lake Full garbage live everything behind
Was the Flower city now garbage city Go Profesor lake Full garbage live everything behind
Criticizes conditions/management of a location (Flower city now garbage city), though fragmented syntax makes interpretation uncertain.
Policy Critique
0.65
katalinmohos7574
Nov 12, 2025
It's not your province.
It's not your province.
Brief assertion about jurisdictional boundaries, likely critiquing someone's authority or policy scope.
Policy Critique
0.65
@Tankhead69
Feb 22, 2026
Ms, Trudeau is out of her league.
Ms, Trudeau is out of her league.
Brief dismissal of Trudeau's competence, suggesting inadequacy for the role.
Policy Critique
0.65
@fastbike1702
Mar 4, 2025
All of that on the groceries and gas and cars and Holmes was divided in Harrison administration let's get it right now if you're going to do the story let's get it right
All of that on the groceries and gas and cars and Holmes was divided in Harrison administration let's get it right now if you're going to do the story let's get it right
Critiques media coverage and factual accuracy of a story about economic issues, though the comment is somewhat incoherent.
Policy Critique
0.65
@moonchild2020
Mar 4, 2025
No blody weapon money to Israel
No blody weapon money to Israel
Brief critique of government spending priorities, though context is unclear; appears to oppose military/foreign aid allocation.
Policy Critique
0.65
@GunnarAndersen-ee5hx
Mar 4, 2025
This shouldn't be normalized...
This shouldn't be normalized...
Brief statement opposing normalization of something related to immigration policy, though vague about what specifically.
Policy Critique
0.65
alexnascimento3078
Nov 20, 2025
Give discounts to Americans Vacationing in Canada!
Give discounts to Americans Vacationing in Canada!
Suggests a policy proposal (tourism discounts) as a response to economic or diplomatic concerns, framed as criticism of current approach.
Policy Critique
0.65
@jackielehman8945
Mar 4, 2025
Omg nobody for America. Like they know better .
Omg nobody for America. Like they know better .
Expresses skepticism about American authority and competence, implying concern about external influence on Canadian policy.
@alchika2424
Mar 4, 2025
It's about time
It's about time
Vague expression of approval for restrictive immigration action, implying criticism of current policy without elaboration.
Policy Critique
0.65
Hon_cb1kr
Nov 21, 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)