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
For those who admires Trudeau. Did you know that he did so bad for the last 10 years and resigned two month ago. And before he resigned he got permission from the king of England …
For those who admires Trudeau. Did you know that he did so bad for the last 10 years and resigned two month ago. And before he resigned he got permission from the king of England to close the Parliament until his party elected a new leader?
Makes specific factual claims about Trudeau's resignation and parliamentary closure without evidence, presented as established fact.
@mingzhu8093
Mar 4, 2025
0:32 Trump is a Russian asset kind of makes sense to me, Putin's manchurian candidate or rather Moscow candidate
0:32 Trump is a Russian asset kind of makes sense to me, Putin's manchurian candidate or rather Moscow candidate
Makes an unsubstantiated claim that Trump is a Russian asset/Putin's candidate without evidence.
@jizziejustin
Mar 4, 2025
better believe they will commit fraud ~ they have no shame
better believe they will commit fraud ~ they have no shame
Makes a specific factual assertion ('they will commit fraud') without evidence, combined with a threat-based framing.
tonisylviamallette1601
Oct 21, 2025
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
Presents specific fabricated statistics (20,000 absences, fake letters) and demands mass expulsion based on nationality.
bff1586
Oct 23, 2025
Yeah theres a drop in fentynal seizures because you quit documenting them. These are the sick tactics the left uses. They are evil
Yeah theres a drop in fentynal seizures because you quit documenting them. These are the sick tactics the left uses. They are evil
Asserts without evidence that fentanyl seizure data is being manipulated and accuses the government of deceptive tactics.
@Realismike
Mar 4, 2025
Trump doesnt kno da true meaning of friend. So Da People are in trouble. And We Da People didnt vote him in. Da secret dark in da back did. Have no one notice dat NOBODY …
Trump doesnt kno da true meaning of friend. So Da People are in trouble. And We Da People didnt vote him in. Da secret dark in da back did. Have no one notice dat NOBODY ever liked trump dat much to vote him in. Many/majority People been hating on trump since his first run. Powerful people in da background put him in anyway
Makes unsubstantiated claims about Trump being installed by 'powerful people in the background' despite lack of popular support.
@vakilmuhammad5399
Mar 4, 2025
9:06 did trump hurt Canada to let China do a financial takeover ? hold on ?
9:06 did trump hurt Canada to let China do a financial takeover ? hold on ?
Presents a speculative factual claim (Trump hurt Canada to benefit China) framed as a question, suggesting conspiracy without evidence.
@Blessed1Jesta
Mar 4, 2025
Well u should have helped our country like trump asked you to do!!!! He warned you and you didn’t lift a finger so us taxpayers can give you the finger!! ?. ? u think Trump …
Well u should have helped our country like trump asked you to do!!!! He warned you and you didn’t lift a finger so us taxpayers can give you the finger!! ?. ? u think Trump was playing games???!!! Why was your border still opened allowing illegals in our country??!!! They were flying in thru plane and just walk thru Canada & u did nothing about it!!!????
Makes specific factual claims about illegal immigration through Canada without evidence, framing it as a security threat.
@sandracontreras5417
Mar 4, 2025
Trump is breaking his own trade deal his administration previously negotiated! Someone is on the Russian payroll here and it’s pretty obvious who!
Trump is breaking his own trade deal his administration previously negotiated! Someone is on the Russian payroll here and it’s pretty obvious who!
Makes specific factual claim about Trump breaking trade deals and unsubstantiated allegation about Russian payroll without evidence.
@PhilLevesque-g6u
Mar 4, 2025
Mr Trudeau, trump talking about Fentanol is a lie, simply take a look, if that drug is so dangerous, why in China ?? there is nothing noticed about that Fentanol, no drugs records, no drugged …
Mr Trudeau, trump talking about Fentanol is a lie, simply take a look, if that drug is so dangerous, why in China ?? there is nothing noticed about that Fentanol, no drugs records, no drugged chinese people on streets, like in usa drugged nation .. \nusa is deadly scared of Chinese ?? development .. so please take proper side of that usa BS ..
Makes unsubstantiated claims about fentanyl prevalence in China versus the U.S. while comparing nations and dismissing U.S. concerns.
@zorabixun
Mar 4, 2025
So true the crime rate is up and disorganization in the cities.
So true the crime rate is up and disorganization in the cities.
Asserts specific factual claims about rising crime rates and urban disorganization without evidence or sources.
Unverified Claim
0.75
nyakanga
Oct 26, 2025
??? Canada is hurting ..De dollarisation script in play..US doesn’t have extra money at all
??? Canada is hurting ..De dollarisation script in play..US doesn’t have extra money at all
Makes unsubstantiated claims about de-dollarization and U.S. financial capacity without evidence.
@AshishBagade-hv4el
Mar 4, 2025
You wont see or hear for them because Trump and JD are hiding now !
You wont see or hear for them because Trump and JD are hiding now !
Makes a specific factual assertion about Trump and JD hiding without evidence, presented as conspiracy-like claim.
Unverified Claim
0.75
@michelehansen1653
Mar 4, 2025
Tredeau and Zelenski are brothers. They both need US dollars to exist. If we quit feeding them will they go away??
Tredeau and Zelenski are brothers. They both need US dollars to exist. If we quit feeding them will they go away??
Makes unsubstantiated claims about Trudeau and Zelenski's financial dependence on US dollars, framed as a rhetorical question.
@ZachG0311
Mar 4, 2025
Trump provoked this because he wants to take over Canada.
Trump provoked this because he wants to take over Canada.
Makes an unsubstantiated factual claim about Trump's territorial intentions toward Canada without evidence.
@WendyNelson-g9r
Mar 4, 2025
They sold there stocks and then tank the market so they can buy back at a low. Seen it before, old play book. We are going to be alright.
They sold there stocks and then tank the market so they can buy back at a low. Seen it before, old play book. We are going to be alright.
Asserts a specific market manipulation conspiracy ('sold stocks then tank market') without evidence, though framed as observed pattern.
@winstonphillips1908
Mar 4, 2025
Smuggler is not punjabi he is speaking in urdu because he is from pakistan he is liar
Smuggler is not punjabi he is speaking in urdu because he is from pakistan he is liar
Claims someone is lying about their identity/language origin, mixing factual dispute with identity-based framing.
Khalsasingh1256
Jan 28, 2026
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Provides false information about border security vulnerabilities as a statement of fact.
MrJol420
Jan 28, 2026
Trudumb, a friend dose not take and never return generosity. The current administration is just demonstrating how much of the American tax dollars go to Canada. About $300B, sounds like you all get more than …
Trudumb, a friend dose not take and never return generosity. The current administration is just demonstrating how much of the American tax dollars go to Canada. About $300B, sounds like you all get more than any US state. \n\nFYI: Canada has the best fence in the world…it’s called the United States of America!!!
Makes specific unsupported claim about $300B in US tax dollars going to Canada without evidence, while also comparing nations and asserting identity through nationalist humor.
@bradb799
Mar 4, 2025
Now, Canada will gonna lose 200B subsidy from “Donald” that DOGE found out.
Now, Canada will gonna lose 200B subsidy from “Donald” that DOGE found out.
Makes a specific factual claim about Canada losing a $200B subsidy without providing evidence or source.
Unverified Claim
0.75
@amerpinay6082
Mar 4, 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)