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
The term "Racism" doesn't exist.
The term "Racism" doesn't exist.
Commenter makes a demonstrably false claim that the concept of racism does not exist, contradicting established social and academic understanding.
Unverified Claim
0.75
BasedMisatoSpeaks1488
Feb 3, 2026
The American people ARE dumb. All their prices will go up and worsen inflation lol. \nTrump IS a dictator….hitler also promised his people financial saving…..
The American people ARE dumb. All their prices will go up and worsen inflation lol. \nTrump IS a dictator….hitler also promised his people financial saving…..
Makes unverified claims about American intelligence and economic consequences, while comparing leader to Hitler without evidence.
@justanothercreator7273
Mar 4, 2025
One man that said "the price was right so I came".... he couldn't possibly mean affordability in Canada sooo yeah that's pretty much what we figured. Definitely paid voters and changers.
One man that said "the price was right so I came".... he couldn't possibly mean affordability in Canada sooo yeah that's pretty much what we figured. Definitely paid voters and changers.
Makes unsubstantiated claims about immigrants being 'paid voters' and deliberately changing demographics, combining conspiracy thinking with demographic anxiety.
katwalks
Feb 3, 2026
comerate trumpofsky also selling america visa for 5mil... who have this money?\nUS will have fantanol and other drugs bosses from all over the world IN UZA (not uSa anymore), living in Florida and Texas, mainly …
comerate trumpofsky also selling america visa for 5mil... who have this money?\nUS will have fantanol and other drugs bosses from all over the world IN UZA (not uSa anymore), living in Florida and Texas, mainly ?????
Makes specific unsubstantiated claims about visa sales and drug trafficking without evidence, combined with alarmist framing.
@paulosaraiva4923
Mar 4, 2025
Drugs is a made up excuse and definitely kremlin orchestrated. Everything that orange felon says and does comes from his boss, putin. Love from ??
Drugs is a made up excuse and definitely kremlin orchestrated. Everything that orange felon says and does comes from his boss, putin. Love from ??
The comment presents unverified conspiracy claims that drug trafficking is fabricated and orchestrated by Russia/Putin without evidence.
Unverified Claim
0.75
@lordiari7110
Mar 4, 2025
Hanuman converted to Buddhism. Indians don't like this fact.
Hanuman converted to Buddhism. Indians don't like this fact.
Makes a religious/historical claim presented as fact that appears tangential and potentially misleading.
Unverified Claim
0.75
jessepasley5429
Feb 3, 2026
Wall Street journal is just another name for the Democrat party whatever they tell you to print and you print
Wall Street journal is just another name for the Democrat party whatever they tell you to print and you print
Makes an unsubstantiated claim that Wall Street Journal is controlled by Democrats without evidence.
Unverified Claim
0.75
@Mrdick-gn4qg
Mar 4, 2025
Bc wtf khalistan is from pak 😡
Bc wtf khalistan is from pak 😡
Factually incorrect claim that Khalistan originates from Pakistan rather than Punjab region.
Unverified Claim
0.75
TERACARTOON06
Feb 3, 2026
Justin Trudeau is a parasite...he caused 86% food inflation, causing millions of Canadians to have to rely on food banks, while Trudeau spent $81k of Canadian taxpayers dollars on groceries for himself this year alone...Trudeau …
Justin Trudeau is a parasite...he caused 86% food inflation, causing millions of Canadians to have to rely on food banks, while Trudeau spent $81k of Canadian taxpayers dollars on groceries for himself this year alone...Trudeau underfunded Canada in relation to NATO, underfunded Canada in relation to NORAD, ticked off Trump by being rude to him in the past so that now Trump launches an economic trade war against Canada cause he just wants to hurt Canada to hurt Trudeau. Yes, Trump is an absolute economic imbecile as this trade war will cause Great Depression 2 in America and Canada (unless he invades which I think he will in some years) but the thing I hate the most about this is that Trump makes Trudeau look like the good guy in all this when Trudeau ruined Canada beforehand...all Trump needed to do was SHUT UP and let the Canadian perpetual liar LEAVE office...now we all pay the price for Trump's hatred of Justin Trudeau :(
Contains multiple specific factual claims (86% food inflation, $81k grocery spending, NATO/NORAD funding) presented without evidence, alongside economic and policy critique.
@thisspacenotforrent
Mar 4, 2025
Lol why not also make video on illegal people and drug trafficking from your ancestors country Brazil 😂. Also they start following international visitors from the airport and scam/loot them on the way!
Lol why not also make video on illegal people and drug trafficking from your ancestors country Brazil 😂. Also they start following international visitors from the airport and scam/loot them on the way!
Uses deflection and makes unsubstantiated claims about scamming/looting by a nationality, mixing sarcasm with false generalizations.
jonas19999
Jan 28, 2026
This is a clear indication that the US is partnering with Russia and is now part of the Evil Empire. I guess Americans need to start learning Russian now.
This is a clear indication that the US is partnering with Russia and is now part of the Evil Empire. I guess Americans need to start learning Russian now.
Makes unsubstantiated claims about US-Russia partnership and alignment with evil, presented as factual assertion.
@123jpoon
Mar 4, 2025
The poop eaters tried to get this taken down. 🤣
The poop eaters tried to get this taken down. 🤣
Contains a dehumanizing slur and conspiracy claim about censorship attempts, presented with sarcastic emoji.
homelessjesse9453
Feb 3, 2026
The whole New World Order thing seems to becoming reality. Trump is aligning with Russia and enemy countries while simultaneously sabotaging ours. They want to take over the world. It’s scary.
The whole New World Order thing seems to becoming reality. Trump is aligning with Russia and enemy countries while simultaneously sabotaging ours. They want to take over the world. It’s scary.
Presents conspiracy theory claims about New World Order and Trump-Russia alignment without evidence, combined with expressions of fear.
@x.x.cam.x.x
Mar 4, 2025
Jan 2025\n\n1. Schedule F grants Trump power to replace federal employess with loyalists.\n2. Musk does Nazi salute at inaguration.\n3. Bill proposed to allow Trump a 3rd term but not Obama.\n4. General Inspector Watch Dogs all …
Jan 2025\n\n1. Schedule F grants Trump power to replace federal employess with loyalists.\n2. Musk does Nazi salute at inaguration.\n3. Bill proposed to allow Trump a 3rd term but not Obama.\n4. General Inspector Watch Dogs all fired from White House. [No one to monitor coruption]\n5. Musk continues to fund and speaks at ADF rally.\n\nFeb 2025\n\n1. Trump states Ukraine started war with Russia.\n2. 21 Doge employees resign refusing to dismantal gov as directed n put citizen data at risk.\n3. EU chief declares US is no longer leader of the free world.\n\nMar 2025\n\n1. Trump pauses military aide for ukraine.
Lists specific factual claims about Trump administration actions (Schedule F, Nazi salute, firing inspectors) presented without evidence or sources, combined with alarmist framing about corruption and dismantling government.
@misterriktus151
Mar 4, 2025
Trudeau compared all the crime these people are committing to all the Italians that came here in the early and mid 1900's. What an insult.
Trudeau compared all the crime these people are committing to all the Italians that came here in the early and mid 1900's. What an insult.
Makes a specific factual claim about Trudeau's statement and immigrant crime without evidence, framed as insulting.
johnb5519
Feb 18, 2026
A lot of colleges in Canada is fakes and these Indians some don't go to school is work
A lot of colleges in Canada is fakes and these Indians some don't go to school is work
Makes unsubstantiated claims about fake colleges and Indian students not attending school, combining false allegations with ethnic targeting.
eunicemurray8482
Feb 7, 2026
Its has to do with Elon Musk and wanting everybody’s minerals,power and greed !!!!
Its has to do with Elon Musk and wanting everybody’s minerals,power and greed !!!!
Makes an unsubstantiated claim linking Elon Musk to resource extraction and greed without evidence, framed as a conspiracy theory.
@helenerichard4800
Mar 4, 2025
Our president is acting like an undeclared foreign agent. His actions make sense when you think about his trying to destroy America.
Our president is acting like an undeclared foreign agent. His actions make sense when you think about his trying to destroy America.
Makes unsubstantiated claim that president is acting as foreign agent with intent to destroy America.
@marklutz5837
Mar 4, 2025
Upper class????? I see them in California: ALL SCAMMERS buying BRAND NEW HOUSES!!! How come??!!!?? Cash transactions: no record, evade taxes!!!!
Upper class????? I see them in California: ALL SCAMMERS buying BRAND NEW HOUSES!!! How come??!!!?? Cash transactions: no record, evade taxes!!!!
Makes unsubstantiated claims about immigrants as scammers engaging in tax evasion, combining conspiracy thinking with xenophobic framing.
gem3132
Feb 10, 2026
Guy on the bike spitting facts on IQ lmfao
Guy on the bike spitting facts on IQ lmfao
References discredited pseudoscientific claims about IQ while using casual language that suggests endorsement of false claims.
GinJ1337
Feb 10, 2026
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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)