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
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
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
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
when are all of you sheepeople going to realize that this media is offering only propagandized information. and their newscaster’s probably don’t even realize what they’ve been sold. That's why they’re so good at 4:38 …
when are all of you sheepeople going to realize that this media is offering only propagandized information. and their newscaster’s probably don’t even realize what they’ve been sold. That's why they’re so good at 4:38 selling us that garbage. I think it was Clinton that legalized us being propagandized. this man was shamed out of his Prime Minister position. he’s no friend to Canada and certainly not a friend to America. he’s been bought off and I’m sure he comes with a high price tag??????\nThe swamp is an ugly place. Maybe it takes an ugly acting man to clean it up. Go Trump! \nI’m turning off the fake news, it’s such a turn off the way they insult our intelligence. Wake up people!
Makes multiple unverified claims about media propaganda, government corruption, and Trudeau being compromised, while promoting Trump as a solution.
@lidoibenfuchenoff7632
Mar 4, 2025
Trudeau is an evil globalist. Would rather he cursed and showed his true nature.
Trudeau is an evil globalist. Would rather he cursed and showed his true nature.
Commenter makes an unsubstantiated claim that Trudeau is an 'evil globalist' and speculates about his character without evidence.
Mar 4, 2025
I have this very bad feeling that Trump is purposely trying to make the USA less secure so that Russia can take over.
I have this very bad feeling that Trump is purposely trying to make the USA less secure so that Russia can take over.
Makes a specific conspiratorial claim about Trump's intentional actions without evidence, framed as a security threat.
@SMBowers
Mar 4, 2025
Nobody, nobody, really thinks this was about fentanyl.
Nobody, nobody, really thinks this was about fentanyl.
Asserts a specific factual claim (that the stated rationale was false) without evidence, combined with implicit policy skepticism.
@lordstobbo
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
What did they call the Democrats, “the looney left”? What irony. The shocker though is 45% of Americans think this is a good idea.
What did they call the Democrats, “the looney left”? What irony. The shocker though is 45% of Americans think this is a good idea.
Presents a specific factual claim (45% of Americans support this) without evidence, though also includes ironic commentary.
@josephsmith594
Mar 4, 2025
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
Don't worry they are not muslims who operate crime racket of conversation, trapping girls Besides crime is everywhere and laws are also ❤
Don't worry they are not muslims who operate crime racket of conversation, trapping girls
Besides crime is everywhere and laws are also ❤
Makes unsubstantiated claims about Muslim immigrants and crime while attempting to deflect criticism.
yaduripuarya
Feb 11, 2026
Mass terminations of federal employees ??⚠️, directed by Donald Trump ?️??️ and Elon Musk ?? through DOGE ?☠️, are expected to wreak havoc on the Bureau of Labor Statistics (BLS) ??? Employment Situation report for …
Mass terminations of federal employees ??⚠️, directed by Donald Trump ?️??️ and Elon Musk ?? through DOGE ?☠️, are expected to wreak havoc on the Bureau of Labor Statistics (BLS) ??? Employment Situation report for February 2025, scheduled for release on March 7, 2025. ⏳??\nhttps://youtube.com/watch?v=UM_WCKwSkmc
Makes specific factual claims about Trump/Musk-directed federal terminations and their expected impact on BLS reports without evidence.
@futureglobal7258
Mar 4, 2025
Let's be fucking clear here; much more fentanyl is coming into Canada from the US than vice versa.
Let's be fucking clear here; much more fentanyl is coming into Canada from the US than vice versa.
Presents a specific factual claim about fentanyl flows between countries without evidence, while comparing Canada and US drug trafficking patterns.
@dereckpoirier1992
Mar 4, 2025
A convicted criminal drug Prime Minister look up his charges! Public record! Facts
A convicted criminal drug Prime Minister look up his charges! Public record! Facts
Makes a specific factual claim about criminal charges against the Canadian PM without providing evidence or context.
Unverified Claim
0.75
@jeffreyskinner7167
Mar 4, 2025
As usual media is lying. I haven't met a single person who does not want less / no immigration.
As usual media is lying. I haven't met a single person who does not want less / no immigration.
Makes a sweeping, unverifiable claim that media is lying and that no one supports immigration, while also critiquing media credibility.
Mordenperson
Feb 11, 2026
Putins puppet
Putins puppet
Asserts without evidence that a political figure is controlled by Putin, a conspiracy-adjacent factual claim.
@CanadaFightsBack
Mar 4, 2025
Is it possible that this is all about access to critical minerals - which Canada and Ukraine hav in abundance. America has form in creating a pretence to go to war to protect access to …
Is it possible that this is all about access to critical minerals - which Canada and Ukraine hav in abundance. America has form in creating a pretence to go to war to protect access to cheap oil. But in the past these wars were against arab nations and so the West found it easy to 'other' and accept the need for war. Now America under Trump is hoping to secure critical minerals (modern day oil) - but because they are allies he cant start an outright war. So hes doing it through trade. This is old form for America. When looked through this lense is not so difficult to understand. The big question is will the west allow him to bully western allies - democracies to be bullied into submission?
Presents a specific conspiracy theory about Trump's hidden motives regarding critical minerals without evidence, comparing to past US military interventions.
@CarolHautotOnline
Mar 4, 2025
Khalistan (for people unfamiliar) is an ISIS backed separatist movement/mindset which breeds terrorism. Trust me, there ain't no discrimination with Sikhs in India on basis of ANYTHING. Period. And no, not even single ONE of …
Khalistan (for people unfamiliar) is an ISIS backed separatist movement/mindset which breeds terrorism.
Trust me, there ain't no discrimination with Sikhs in India on basis of ANYTHING. Period.
And no, not even single ONE of these brainwashed people are gonna be leaving Canada even if hypothetically there was a Khalistan created lmao. That's the factual truth.
Aside from that info, there was a really great video by some Canadian creator only which explained how the influx of Indian descent people are the wrongdoings of Ca's current govt. policies.
Makes unsubstantiated claims about Khalistan being ISIS-backed and denies discrimination in India, while also promoting a conspiracy theory about Indian immigration policy.
baburao103
Feb 12, 2026
What a prick. Acting like putin is a criminal and dupporting that teprobate killer zelensky. Outrageous. And outrageous trying to pretend the US is evil. Go ahead canada, kiss his butt. The US will dirvive …
What a prick. Acting like putin is a criminal and dupporting that teprobate killer zelensky. Outrageous. And outrageous trying to pretend the US is evil. Go ahead canada, kiss his butt. The US will dirvive better than canada. And hes trying to subvert the US citizen. But he doesnt want to do crap about the border. His own nayives suffer kidnaping for himan trafficking constantly. \nTrudeau is a woke lefty and a little tyrant. We arent hust talking fentanyl here castro jr.
Comment makes specific factual claims about Trudeau's policies and border issues without evidence, alongside ideological characterization.
@deborahdean8867
Mar 4, 2025
The Word Racism. Is A Word Invented By People In A Caucasian Country.
The Word Racism. Is A Word Invented By People In A Caucasian Country.
Makes a demonstrably false claim about the origin of the term 'racism,' presenting a conspiracy-like assertion about language invention.
The-Psychic_SSJ
Feb 13, 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)