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
Dig enough and you’ll probably discover we’re paying for asylum rejectees to get happy endings massages.
Dig enough and you’ll probably discover we’re paying for asylum rejectees to get happy endings massages.
Makes an unsubstantiated conspiratorial claim about government spending on asylum rejectees, presented with sarcastic tone.
Saint_Sade
Feb 27, 2026
MAGA is going to lose their marbles when the price of bullets goes through the roof in the coming days. America has an insatiable appetite for ammo, so much so that there isn’t enough metals …
MAGA is going to lose their marbles when the price of bullets goes through the roof in the coming days. America has an insatiable appetite for ammo, so much so that there isn’t enough metals in the ground to keep pace with demand. America is able to supply about half of the needed metals required for the demand of ammunition production. \nTake a wild guess where the other half comes from… ????
Presents specific factual claims about ammunition supply chains and metal sourcing without evidence, mixed with economic speculation.
@HeliRy
Mar 4, 2025
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost …
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost every year.
Makes specific factual claims about immigrant employment practices and financial arrangements without evidence, presented as established fact.
brokenhearted8255
Oct 2, 2025
All comes back to the fake printed from nothing backed by nothing money system. Play Monopoly? WHAT happens at the end ? Wake up. Fake currency is NOT MONEY!
All comes back to the fake printed from nothing backed by nothing money system. Play Monopoly? WHAT happens at the end ?
Wake up. Fake currency is NOT MONEY!
Makes unsubstantiated claims about currency systems being 'fake' and urges people to 'wake up,' presenting conspiracy-adjacent assertions without evidence.
DaveTechCA
Aug 26, 2025
Its not the government that “allows” it, its the bankers
Its not the government that “allows” it, its the bankers
Conspiracy theory claiming bankers rather than government control immigration policy, a common unfounded claim.
yknows3158
Jan 28, 2026
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other …
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other countries. This is F facts.
Makes a sweeping factual claim about immigrant motivations ('no immigrant will ever consider Canada home') presented without evidence, framed as absolute truth.
n2r4t
Jan 19, 2026
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
as if Putin is trumps adversary, are you kidding me, Putin is Trumps savior.. his true messiah, his hero. Trump is doing exactly what Putin tells him to do.\nHow do i get nearly 4 more …
as if Putin is trumps adversary, are you kidding me, Putin is Trumps savior.. his true messiah, his hero. Trump is doing exactly what Putin tells him to do.\nHow do i get nearly 4 more years of popcorn for this epic soap that is Trump 2025.
Makes unsubstantiated claims about Trump-Putin relationship while using sarcastic tone about the political situation.
@mindwis3
Mar 4, 2025
What this gentleman Justinder trudsingh is talking about Pres Putin, Justinder himself is a terrorist as he supports terrorism ,now US kicked hin in his ass ??? & look this shameless person is talking big …
What this gentleman Justinder trudsingh is talking about Pres Putin, Justinder himself is a terrorist as he supports terrorism ,now US kicked hin in his ass ??? & look this shameless person is talking big about US. My dear fellow Canadians kick this man out of office if you want peace peace in your life
Makes unsubstantiated accusations of terrorism and calls for removal from office based on unsupported claims.
@pankajbharali94
Mar 4, 2025
4:06 Says the Corrupt Guy who keeps Khalistani Terrorists in his backyard. Canadians should just remove this hypocrite
4:06 Says the Corrupt Guy who keeps Khalistani Terrorists in his backyard. Canadians should just remove this hypocrite
Commenter makes specific factual accusations (harboring Khalistani terrorists) without evidence, while calling for removal of the Prime Minister.
@GraphersPremiere
Mar 4, 2025
Why canadian government don't stop them even though they know its fraud but they still letting them in because government need money big money
Why canadian government don't stop them even though they know its fraud but they still letting them in because government need money big money
Makes unsubstantiated claim that government knowingly allows fraud for financial gain without providing evidence.
KINGRAJPUTJABBAR
Oct 2, 2025
Through Canada to USA comes tons of drug's, look at Vancouver and Toronto, USA not only gets goods from Canada we get illegal immigrants and drug's. Canada has dirty oil, that USA has to refine …
Through Canada to USA comes tons of drug's, look at Vancouver and Toronto, USA not only gets goods from Canada we get illegal immigrants and drug's. Canada has dirty oil, that USA has to refine to use. Shame both countries can't work together and be strong. Ukraine Zelensky just wants money, don't care about his people, and will cause WWW111 if countries keep giving to him.
Makes specific factual claims about drug trafficking and illegal immigration without evidence, mixed with economic arguments.
@Coffee240
Mar 4, 2025
What about governments biggest terrorise yhat walk the planet. Legal pharma poisons oh and just so you havnt forgot covid murderers
What about governments biggest terrorise yhat walk the planet. Legal pharma poisons oh and just so you havnt forgot covid murderers
Makes unsubstantiated claims about government and pharmaceutical harm without evidence, framed as conspiracy allegations.
@woodnugget1301
Mar 4, 2025
But what was trump taking about when he said we give them billions of dollars of free money every year I believe that’s why we got here us Americans are wiping everyone’s ass and when …
But what was trump taking about when he said we give them billions of dollars of free money every year I believe that’s why we got here us Americans are wiping everyone’s ass and when the toliet paper runs out we have to buy more we want you guys to start buying us toliet paper wipe our ass
References Trump's unsubstantiated claim about U.S. giving 'billions of dollars of free money' to Canada without evidence.
@Cujo-b1b
Mar 4, 2025
over 60% of canadians wanted trudeau to step down.. he did.
over 60% of canadians wanted trudeau to step down.. he did.
Presents a specific statistic ('over 60% of canadians') without evidence or source attribution.
Unverified Claim
0.75
@beegreensgreens
Mar 4, 2025
The only way to avoid brainwashing is to do your own fact checking, and not to be influenced by msm reports or Google browsing.\nIf you're unable to do so, simply believe the opposite of what …
The only way to avoid brainwashing is to do your own fact checking, and not to be influenced by msm reports or Google browsing.\nIf you're unable to do so, simply believe the opposite of what msm reports.?
Makes unsubstantiated claims about media brainwashing and suggests believing the opposite of mainstream reports without evidence.
@eugenelombard960
Mar 4, 2025
The intentional destruction a controlled decline began with Trudeau continues with Carney
The intentional destruction a controlled decline began with Trudeau continues with Carney
Makes unsubstantiated claim of intentional destruction and controlled decline by named officials.
phillip4742
Feb 17, 2026
The Canadian politician and official became part of khalistani scam to rob Canada blind on refugee support. People from Punjab spend a lot of money to agents to handle bribes and cost.
The Canadian politician and official became part of khalistani scam to rob Canada blind on refugee support. People from Punjab spend a lot of money to agents to handle bribes and cost.
Makes unsubstantiated claims about corruption involving Punjabi immigrants and government officials without evidence.
kousiksarkar9627
Jan 28, 2026
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe …
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe persecution, injury, or death
Presents a selective and misleading definition of Taqiyya designed to suggest Muslims inherently practice religious deception, a common anti-Muslim conspiracy trope.
Unverified Claim
0.75
14BritainXIV
Jan 28, 2026
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Makes a stereotypical generalization about Indian workers' competence while acknowledging broader immigration concerns.
wilMar7218
Jan 27, 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)