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
Y know what is really stupid? Are the American businesses ready for Canadian goods,parts and materials replacements? Of coarse no.THEN WHY Redhair freak started the trade war now? He set Americans same way as he …
Y know what is really stupid? Are the American businesses ready for Canadian goods,parts and materials replacements? Of coarse no.THEN WHY Redhair freak started the trade war now? He set Americans same way as he does with Canadians.Then who really needs it ? HIM.THAT REDHAIR FOOL IN ORDER TO PERFORM ON VIDEOCAMERAS ONE MORE DAY showing own toughness.He would rather show it to his wife and kids conservative way he likes.
Criticizes Trump's trade war policy as economically illogical and motivated by personal performance rather than genuine strategy.
@raneesudim2248
Mar 4, 2025
Good, just make sure the ones which are of value for Canada stay.
Good, just make sure the ones which are of value for Canada stay.
Critiques immigration policy by suggesting selective retention based on perceived economic value to Canada.
Policy Critique
0.75
darthvader9203
Jan 20, 2026
Hello, you cannot wake up someone who pretendes to sleep. Dont bother mr. Prime Minister, Trump is gone
Hello, you cannot wake up someone who pretendes to sleep. Dont bother mr. Prime Minister, Trump is gone
Dismisses the Prime Minister's efforts as futile while referencing Trump's departure, combining political critique with implicit national positioning.
@ion-petrupopescu1115
Mar 4, 2025
Let it be: we needed a break. We also have our own problems. Everwhere we went, we were hearing the song of the mosquito been played quote: a thousand have safely landed, and there's room …
Let it be: we needed a break. We also have our own problems. Everwhere we went, we were hearing the song of the mosquito been played quote: a thousand have safely landed, and there's room for a million more. Unquote.
Expresses concern about immigration intake levels and references a satirical quote suggesting Canada is accepting too many immigrants, combining policy skepticism with demographic anxiety.
a.r1832
Dec 24, 2025
Smoke and mirrors! This is a drop in the bucket compared to the hundreds of thousands that should never have been let in the door..... Retired LEO.
Smoke and mirrors! This is a drop in the bucket compared to the hundreds of thousands that should never have been let in the door..... Retired LEO.
Dismisses government action as inadequate while asserting that too many immigrants were admitted, framed as protecting national interests.
thomasrichard890
Dec 27, 2025
Guys you understand canada priminster brings canada very poor country also support terrorists, I love canada come back right direction with other prime minister, canada is great country no doubt
Guys you understand canada priminster brings canada very poor country also support terrorists, I love canada come back right direction with other prime minister, canada is great country no doubt
Criticizes the Prime Minister's policies and governance while making unsubstantiated claims about supporting terrorists and economic mismanagement.
@Parthasarathyinderson-cw4sb
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
not high enough
not high enough
Expresses dissatisfaction with enforcement levels, implying current deportation numbers are insufficient.
Policy Critique
0.75
ericyuan9718
Dec 24, 2025
Spends your own Money \nFight your own wars...\nAMERICA is the not your RESPONSIBLE....\nSO Canada stop crying,and wheeping...?
Spends your own Money \nFight your own wars...\nAMERICA is the not your RESPONSIBLE....\nSO Canada stop crying,and wheeping...?
Criticizes Canadian government policy regarding military spending and international responsibility, comparing Canada unfavorably to the US.
@Asfan-w8x
Mar 4, 2025
Anything is higher than zero
Anything is higher than zero
Implies current deportation numbers are inadequate, critiquing policy insufficiency.
Policy Critique
0.75
jonontube
Dec 25, 2025
What a useless expert lol. It only applies for travelers that are staying more than 30 days.
What a useless expert lol. It only applies for travelers that are staying more than 30 days.
Dismisses an expert's credibility while questioning the scope of a policy rule, combining skepticism with clarification about applicability.
peterf4719
Dec 9, 2025
Those cabinet members from the US know nothing because don the con put them in that position and they know nothing about the position they are in they came from fox and other things having …
Those cabinet members from the US know nothing because don the con put them in that position and they know nothing about the position they are in they came from fox and other things having nothing to to with government. Did any of them go to school to learn any of that? NO, they did not. No knowledge what so ever on the positions they are holding
Criticism of Trump's cabinet appointments and their qualifications, with unsubstantiated claims about their backgrounds and education.
@EstherVega-d4q
Mar 4, 2025
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
Trump will renege on any deal he makes if he thinks he can get more. As described in the title of his niece’s book about him “ Too much but never enough”
Trump will renege on any deal he makes if he thinks he can get more. As described in the title of his niece’s book about him “ Too much but never enough”
Critiques Trump's negotiating reliability by referencing his niece's book characterization, combining personal critique with cited source.
@Rex-l2t
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
Implement visa system for americans
Implement visa system for americans
Proposes a specific policy change (visa system for Americans) as a critique of current immigration policy.
naturebc
Dec 9, 2025
This is Trump's attempt at a hostile takeover of Canada as if it can be done the same as venture capitalism.
This is Trump's attempt at a hostile takeover of Canada as if it can be done the same as venture capitalism.
Critiques Trump's approach as a hostile takeover attempt, framing it as a threat to Canadian sovereignty.
@ComeCleanAmerica
Mar 4, 2025
There is mandatory photographs and fingerprinting all over the world. If the liberals would do their job and get a handle on immigration and drug labs it would be a lot different.
There is mandatory photographs and fingerprinting all over the world. If the liberals would do their job and get a handle on immigration and drug labs it would be a lot different.
Criticizes government handling of immigration and drug labs while asserting unverified claims about mandatory biometric procedures.
ShelleyAllen-sb8tz
Dec 10, 2025
Thank to Mark Carney 😡😡😡
Thank to Mark Carney 😡😡😡
Blames a specific political figure (Mark Carney) for policy decisions, expressing disapproval through emotional reaction.
Policy Critique
0.75
MarcosMaturell-g3p
Dec 8, 2025
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
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)