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
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Unverified Claim
3,221 comments
Western governments running SCAMS😂 😂
Western governments running SCAMS😂 😂
Comment makes a vague conspiratorial claim about government scams with dismissive emoji tone, blending misinformation with satirical framing.
HellORhighwaters
Feb 11, 2026
Trump supports the RUSSIANS! \nIs trump a traitor. \nTrump is hurting the stock market its the lowest since trump started.
Trump supports the RUSSIANS! \nIs trump a traitor. \nTrump is hurting the stock market its the lowest since trump started.
Makes specific factual claims about Trump's economic impact ('lowest stock market since trump started') without evidence, presented as fact.
@IamHisEcstasy
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
Trump’s rich friends who can’t compete with Canada have paid Trump to make things more expensive, so they can gouge Americans with high prices we need to accept, because we now have no alternative.
Trump’s rich friends who can’t compete with Canada have paid Trump to make things more expensive, so they can gouge Americans with high prices we need to accept, because we now have no alternative.
Presents a specific conspiratorial claim about Trump's wealthy backers manipulating trade policy without evidence.
@CarlosCruz-cu1km
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
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
He’s been talking to our democrats
He’s been talking to our democrats
Makes an unsubstantiated factual claim about Trudeau communicating with Democrats without providing evidence.
Unverified Claim
0.65
@sport07-o2l
Mar 5, 2025
To śmierdziele !!!!
To śmierdziele !!!!
Polish-language slur expressing xenophobic sentiment without substantive argument; appears to be inflammatory name-calling.
Duszan1Duszan
Mar 2, 2026
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
Thought Castro child had resigned creep.
Thought Castro child had resigned creep.
Makes an unsubstantiated claim about Trudeau's resignation status without evidence.
Unverified Claim
0.65
@ColinC33
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
His Mistress always stands besides this ?
His Mistress always stands besides this ?
Makes an unsubstantiated personal claim about a political figure's relationship without evidence.
Unverified Claim
0.65
@gsoodhm
Mar 5, 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
wtf!!!!! some punjabians did not identifying as indian
wtf!!!!! some punjabians did not identifying as indian
Makes a potentially false or misleading claim about ethnic/linguistic identity and border operations.
Clipszaarr
Jan 27, 2026
These people with a very low IQ as the person with the bike says happens to be 100% human people They are not Neanderthal men!
These people with a very low IQ as the person with the bike says happens to be 100% human people
They are not Neanderthal men!
Makes pseudoscientific claims about intelligence and humanity, mixing incoherent grammar with false biological assertions.
VALDENEUS
Jan 28, 2026
Is a.i. ruling the American idiocratie? Guns morrons racism anti socialism considered to be communism. Blackrock Opioids...
Is a.i. ruling the American idiocratie? Guns morrons racism anti socialism considered to be communism. Blackrock Opioids...
Makes vague, unsubstantiated claims about AI control, guns, racism, and corporate influence without evidence, presented as rhetorical questions.
@kimsonone
Mar 4, 2025
The point is that it is not a trade war. Is is the war with real camps. Trudeau is in the camp of the ennemy
The point is that it is not a trade war. Is is the war with real camps. Trudeau is in the camp of the ennemy
Makes an unsubstantiated claim that Trudeau is aligned with an enemy and references 'real camps' without evidence.
@ericeric9419
Mar 4, 2025
This is retribution to all Americans for not electing him in 2019. Trump IS that kind of person.
This is retribution to all Americans for not electing him in 2019. Trump IS that kind of person.
Makes an unsubstantiated claim about Trump's motivations as retribution, with character assertion.
@cyclenut
Mar 4, 2025
🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷
🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🕋🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷🇹🇷
Emoji spam with religious and national symbols appears to be inflammatory content or bot-like activity without substantive argument.
ÖmerAsafSarı-i9k5n
Feb 11, 2026
Derka derka
Derka derka
Appears to be a mocking/stereotypical phrase with unclear intent, potentially offensive mockery or nonsensical spam.
CertiCH
Jan 28, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)