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
Unverified Claim
3,221 comments
You got to love the world economic forum
You got to love the world economic forum
Vague reference to WEF conspiracy theories commonly associated with false claims about immigration policy coordination, though context is ambiguous.
tryppaces420
Jan 27, 2026
Dodge Ram Trucks now cost $20K+ post-Trump tariff announcement - Fox News
Dodge Ram Trucks now cost $20K+ post-Trump tariff announcement - Fox News
Presents a specific factual claim about truck price increases attributed to Trump tariffs without supporting evidence or source verification.
Unverified Claim
0.65
@keepintouch15
Mar 4, 2025
First thrull monopolise thrn give u crumbs u vsn eat for free saying its relegious charity
First thrull monopolise thrn give u crumbs u vsn eat for free saying its relegious charity
Makes vague conspiratorial claims about monopolization and charity without evidence, though the garbled text makes interpretation difficult.
shashil3002
Dec 5, 2025
well they are from specific region like weeks ago you projected a village as a whole country.
well they are from specific region like weeks ago you projected a village as a whole country.
Comment makes a vague accusatory claim about misrepresentation of geographic/demographic data without clear evidence, suggesting false or misleading framing.
karankhanna-z6l
Jan 28, 2026
Trump and Putin really scooping the Nazi Swamp of the Globe
Trump and Putin really scooping the Nazi Swamp of the Globe
Makes an unsubstantiated conspiratorial claim about Trump and Putin's intentions regarding a 'Nazi Swamp,' presented without evidence.
@Noah_bsl33
Mar 5, 2025
Blah blah blah everything‘s gonna work out great for the US in time. Sorry to tell you people this but that’s the fact.
Blah blah blah everything‘s gonna work out great for the US in time. Sorry to tell you people this but that’s the fact.
Asserts a factual claim ('everything's gonna work out great for the US') presented as fact without evidence or reasoning.
Unverified Claim
0.65
@VeechMobil
Mar 4, 2025
The Governor of the Great State of Canada is speaking against his President. The United States truly believes in its first amendment for free speech.?
The Governor of the Great State of Canada is speaking against his President. The United States truly believes in its first amendment for free speech.?
Misidentifies Canada's political structure (Governor, President) and makes an unverified claim about US free speech beliefs, though framed as comparative commentary.
@bhaskarshukla11
Mar 4, 2025
you guys know exactly why people at the top doing what they r doing.
you guys know exactly why people at the top doing what they r doing.
Vague insinuation of conspiracy without evidence, suggesting hidden motives behind immigration policy without substantiation.
Unverified Claim
0.65
Duriyod
Jan 27, 2026
We all should know what happened when the US attacked Canada last time. Canada won and to retaliate the British burned down the white House.
We all should know what happened when the US attacked Canada last time. Canada won and to retaliate the British burned down the white House.
Makes historical claims about US-Canada conflict and British retaliation presented without evidence.
@andrewbell8837
Mar 4, 2025
And the Majority voted for him!
And the Majority voted for him!
Commenter makes a factual assertion about electoral outcomes without context or evidence, presented as a standalone claim.
Unverified Claim
0.65
@dawnjones3148
Mar 4, 2025
Ukraine is killing their poeple lol
Ukraine is killing their poeple lol
Makes an unsubstantiated factual claim about Ukraine killing its own people without evidence, presented as accusation.
@mariohenandez1074
Mar 4, 2025
Canadians are great friends with cuba.They can get their liquor that way
Canadians are great friends with cuba.They can get their liquor that way
Presents a specific factual claim about Canadian-Cuban relations and liquor trade without evidence, with sarcastic tone.
@pancake2662
Mar 4, 2025
export to EU, we also have the goods you need. Simple. Let go of that small country, untill they are grate again 4 years from now, after elections (if there ever be another one, in …
export to EU, we also have the goods you need. Simple. Let go of that small country, untill they are grate again 4 years from now, after elections (if there ever be another one, in trumpistan desunited states)\n\n\nHo, by the way, mister Zelensky will start peace talks with EU, WITHOUT INVITING UZA, and make a contract ripping of 50% of theyre resources for no reason or warranties and give alf of UZA to Canada ?
Contains fabricated or highly speculative claims about resource theft and political scenarios presented without evidence, mixed with alarmist framing.
@paulosaraiva4923
Mar 4, 2025
The idea that Trump is+ve with Russia is wrong. Rest is Chris Allen's Greek encounter. Learn.?
The idea that Trump is+ve with Russia is wrong. Rest is Chris Allen's Greek encounter. Learn.?
Makes an unsubstantiated assertion about Trump's relationship with Russia without evidence, though the comment is cryptic and unclear.
Unverified Claim
0.65
@solapowsj25
Mar 4, 2025
You gave free drugs to Canadians you destroyed Canadian families USA's population is way too big to worry about all Canadian products
You gave free drugs to Canadians you destroyed Canadian families USA's population is way too big to worry about all Canadian products
Makes unsubstantiated claims about Canadian drug policy and family destruction without evidence, mixed with comparative framing.
@rimoxbrikha6558
Mar 4, 2025
They made a special place near Toronto where they spread cremated remains into the waterway.
They made a special place near Toronto where they spread cremated remains into the waterway.
States a specific factual claim about cremation practices near Toronto without evidence, presented as problematic.
Unverified Claim
0.65
madelinebock6469
Aug 29, 2025
Time people now 79,000 now deported them back home
Time people now 79,000 now deported them back home
States a specific number (79,000) of deportations without evidence or context, presented as fact.
Unverified Claim
0.65
AlfredMajor-d1t
Sep 30, 2025
FSB agent Donald Trump
FSB agent Donald Trump
Makes an unsubstantiated factual claim that Trump is an FSB agent without evidence.
Unverified Claim
0.65
@juuhaa1
Mar 4, 2025
The RCMP police can't get a copy of the police RCMP report Access to information subparagraph (16)(1)(c) the illegally satellites, illegally CFB military helicopters and RCMP illegally marauding emphasize stopping the illegal marauding stealing and …
The RCMP police can't get a copy of the police RCMP report Access to information subparagraph (16)(1)(c) the illegally satellites, illegally CFB military helicopters and RCMP illegally marauding emphasize stopping the illegal marauding stealing and schemes liberals.
Presents incoherent conspiracy-like claims about illegal government activities without substantiation.
Unverified Claim
0.65
@bff1586
Mar 4, 2025
Obviously a lot of $$$ were made lol .. by vested interests who opened the gates ? 😁
Obviously a lot of $$$ were made lol .. by vested interests who opened the gates ? 😁
Makes vague conspiratorial claim about financial interests profiting from immigration policy without specifics, with sarcastic tone.
jay1645
Jun 23, 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)