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
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Posts another religious text quote out of context, appearing to support caste-based discrimination through selective scriptural citation.
Unverified Claim
0.70
GrambanglaRestaurant
Feb 23, 2026
The USA wants War. That’s why we are cutting programs. To help pay for it. I’m guessing
The USA wants War. That’s why we are cutting programs. To help pay for it. I’m guessing
Presents unsubstantiated claim that US wants war and Canada is cutting programs to fund it, framed as speculation.
@stevenruiz6507
Mar 4, 2025
India is like Zionist Israel which wants to control all aspects of life
India is like Zionist Israel which wants to control all aspects of life
Makes a sweeping, unsubstantiated comparison between India and Israel using inflammatory language.
IvanCuex
Feb 23, 2026
I think the king is trying to hurt America to get back at the Democrats
I think the king is trying to hurt America to get back at the Democrats
Makes a specific factual claim about political motivation without evidence.
Unverified Claim
0.70
@bernardjones5950
Mar 4, 2025
Trump doesn’t care about drugs he pardoned the world’s biggest drug dealer. Trump hates America.
Trump doesn’t care about drugs he pardoned the world’s biggest drug dealer. Trump hates America.
Makes a specific factual claim about Trump pardoning 'the world's biggest drug dealer' without evidence, paired with a moral judgment.
@kevinhajducky5482
Mar 4, 2025
Trump administration trying to make Americans refugees is what it looks like
Trump administration trying to make Americans refugees is what it looks like
Makes an unsubstantiated claim that Trump's policies would create American refugees without supporting evidence.
@analoggurl
Mar 4, 2025
Yes Trump is definitely being played by Putin
Yes Trump is definitely being played by Putin
Makes a specific factual assertion about Trump being controlled by Putin without providing evidence, characteristic of conspiracy-adjacent claims.
Unverified Claim
0.70
@dianeaalders2520
Mar 4, 2025
Andrew Callahan got arrested for crossing the Canada U.S. border.
Andrew Callahan got arrested for crossing the Canada U.S. border.
States a factual claim about the video creator's arrest, potentially providing context or misinformation about the creator.
John-k9q7b
Jan 27, 2026
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were …
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were given papers to come into Canada in 2016 by none other than this very liberal government. Immigration minister Marc miller who is still a cabinet mp in a different position
Makes claims about ISIS fighters and immigration minister approval that require verification; blames liberal government for security failures.
krism1815
Feb 18, 2026
Cleaner yet they are still dirty
Cleaner yet they are still dirty
Makes a derogatory and unsubstantiated generalization about a group of people without evidence or context.
Unverified Claim
0.70
NOTabugspy
Feb 18, 2026
5,000,000 Millions
5,000,000 Millions
Presents inflated numerical claim (5 million) without context or evidence, likely exaggerating immigration figures.
Unverified Claim
0.70
stephanienguyen6992
Jan 15, 2026
Atleast we are peacefull not like follower of a 6 year old girl rapist 😢
Atleast we are peacefull not like follower of a 6 year old girl rapist 😢
Makes an inflammatory unverified claim about a religious figure while asserting national/group identity superiority.
tusharsaini212-l5g
Dec 7, 2025
That's over 7% of Canada's population...
That's over 7% of Canada's population...
Presents a specific statistical claim (7% of population) without source or context verification.
Unverified Claim
0.70
k.herzog814
Jan 15, 2026
American here. It's obvious Trump is a traitor and a Russian agent who is following orders from Putin to dismantle the US government, and destabilize/destroy all Western alliances. It shouldn't be a surprise: Trump has …
American here. It's obvious Trump is a traitor and a Russian agent who is following orders from Putin to dismantle the US government, and destabilize/destroy all Western alliances. It shouldn't be a surprise: Trump has had dealings with Russian oligarchs for the past 40 years. Trump is a clear and present danger to the US, the West, and the world. He will probably be the cause of World War 3 since he has put the US on the side of Russia - which destabilizes the entire world order.
Makes specific unsubstantiated claims about Trump being a Russian agent and traitor, combined with apocalyptic threat language about World War 3.
@ets5697
Mar 4, 2025
Trump is a disaster capitalist. Him and his cronies will be shorting various stocks and indexes which will be falling from which they can make millions of dollars on each trade.
Trump is a disaster capitalist. Him and his cronies will be shorting various stocks and indexes which will be falling from which they can make millions of dollars on each trade.
Makes a specific factual claim about Trump and associates engaging in stock manipulation without evidence, presented as assertion.
@pastyman001
Mar 4, 2025
Dumb Drumpf! So obsessed with fentanyl as an excuse for imposing tariffs on Canada -then tell me why did he release the America's kingpin from jail after serving less than 10 years after being handed …
Dumb Drumpf! So obsessed with fentanyl as an excuse for imposing tariffs on Canada -then tell me why did he release the America's kingpin from jail after serving less than 10 years after being handed down a sentence of 80 years! Max Butler was a master at drug dealings of any kind you could imagine making 1.2 billion dollars including 4-5 murders. This was cyber crime in the dark web used as a tool to commit these crimes which had eluded authorities. How many other people had died because of him. Now he's free!
Makes specific factual claims about a released criminal (Max Butler) without verification, using it to critique Trump's drug policy rhetoric.
@alharmonica546
Mar 4, 2025
Yes it doesn’t make sense , Putin suport and against allies
Yes it doesn’t make sense , Putin suport and against allies
Asserts without evidence that a political figure supports Putin and opposes allies, a conspiracy-adjacent claim.
@davidgg8462
Mar 4, 2025
Don the Dragon's mouth piece. God gave the American Faux Church. The king that they chose. Read 1 Samuel 8:18. & Isaiah 29:10,11
Don the Dragon's mouth piece. God gave the American Faux Church. The king that they chose. Read 1 Samuel 8:18. & Isaiah 29:10,11
Makes unsubstantiated claims about political leadership and religious prophecy without evidence.
@WilliamBeers-t2q
Mar 4, 2025
Flump knows that Trudeau & Euro leaders laughed at Flump's arrogance and laziness, behind his back, in the first Flump admin. Example: at a Euro conference Flump did not arrive on time. His handlers lied …
Flump knows that Trudeau & Euro leaders laughed at Flump's arrogance and laziness, behind his back, in the first Flump admin. Example: at a Euro conference Flump did not arrive on time. His handlers lied and said he had been there, although all persons present saw the empty chair and no Flump. Must save face.
Presents specific anecdotal claims about Trump's behavior and alleged deception at a Euro conference without evidence, framed as factual narrative.
@michaelmartin5632
Mar 4, 2025
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. …
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. So if there is drugs in America, it can only come from the north. Our so called friendS from Canada. Wasn't a Canadian Olympian the biggest drug smuggler caught?
Makes specific factual claims about drug smuggling from Canada without evidence, framing Canadians as a security threat.
americaamerica8579
Dec 10, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)