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
That is a rouse from trump , had nothing to do with fentanyl, trump wants Canada’s resources for his maga
That is a rouse from trump , had nothing to do with fentanyl, trump wants Canada’s resources for his maga
Asserts without evidence that tariffs are a pretext for resource extraction, presenting a conspiracy theory.
@desdesormeaux6206
Mar 4, 2025
European women don't have babies.
European women don't have babies.
Makes a generalized factual claim about European women's reproductive behavior without evidence, implying demographic threat.
troump-the-pervrt-peeg
Jun 17, 2025
It’s because Canada hasn’t stopped allowing fentanyl
It’s because Canada hasn’t stopped allowing fentanyl
Makes a specific factual claim about Canada's fentanyl policy without evidence, presented as causal explanation.
@preethiarthur8817
Mar 4, 2025
Trump is not being fooled by Russia, he loves everything Putin says and does. They're his allies, now.
Trump is not being fooled by Russia, he loves everything Putin says and does. They're his allies, now.
Makes a specific factual assertion about Trump's relationship with Putin without evidence, framing them as allies.
@RGEtienne
Mar 4, 2025
A real leader needs to be prime minister. Not these satanic cabal clowns
A real leader needs to be prime minister. Not these satanic cabal clowns
Makes unsubstantiated conspiracy-like claims about government leadership without evidence.
WesZillich88
Aug 26, 2025
Russia should take it's old soviet satellite countries. China can have Taiwan. America unites the contenent. Canada and Mexico become the new US territories. This is the new world order to come. You can't fight …
Russia should take it's old soviet satellite countries. China can have Taiwan. America unites the contenent. Canada and Mexico become the new US territories. This is the new world order to come. You can't fight the future. Resistance is futile.
Presents conspiracy-theory-like claims about geopolitical reorganization and a 'new world order' without evidence.
@Harry_Tick
Mar 4, 2025
Wake up citizens of the world..stop eating up the narrative forced upon you...open your eyes and truly investigate what lies deep beneath!! This guy and the rest of the world (EU) are full of crap …
Wake up citizens of the world..stop eating up the narrative forced upon you...open your eyes and truly investigate what lies deep beneath!! This guy and the rest of the world (EU) are full of crap and gaslighting you to no end!!!
Makes vague conspiratorial claims about hidden truths and gaslighting by world leaders without specific evidence.
@ronellerheeder1992
Mar 4, 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
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
Jeez, when will the world realise that the US is now a puppet of Russia, just like it's a puppet of Israel. I think Canada and the rest of the world should take this opportunity …
Jeez, when will the world realise that the US is now a puppet of Russia, just like it's a puppet of Israel. I think Canada and the rest of the world should take this opportunity to create new trade deals and lean-in to a new world order. The sooner world leaders accept this, the sooner the US can get on with imploding.
Makes unsubstantiated claims about US being a puppet of Russia and Israel, while suggesting geopolitical strategy for Canada.
@mannyloupas607
Mar 4, 2025
Dear CNN, \n The last time Trump went to Ruzzia to 'Negotiate' anything, he curiously left behind his Translation Team, his National Security Team, AND his Intelligence Team and walked into a room with Putin, …
Dear CNN, \n The last time Trump went to Ruzzia to 'Negotiate' anything, he curiously left behind his Translation Team, his National Security Team, AND his Intelligence Team and walked into a room with Putin, (who had ALL those things with him). This resulted in D.J. getting pumped for info for around three hours. This 'Info' Putin has managed to use to great effect, as he entered into the Ukraine War, and now Donald wants to 'Negotiate' with Putin AGAIN on behalf of Ukraine?!? Trump doesn't even use the CIA for his geopolitical briefings, he actually uses 'Private Services' for his info, (at Taxpayer Expense) largely I'm sure, because anyone who is close to being Competent at what they do would 'KNOW' things, and would be correcting Trump, constantly, which he hates with a passion. On top of this there's Tulsi Gabbard who the Ruzzians themselves have publicly stated IS an Agent of theirs for the last Decade. It's for these reasons and more that I say D.J. is a Traitor to this Country for the love of money. \n How much more of an illustration does one require for a 'Worst Case' scenario?!? A 'Rogue Actor' taking control of the U.S. Government with full access to it's Nuclear Codes. It truly makes more sense to go Radio Silent with America, (for the time being at least) and co-ordinate with Mr.Zelenskyy as to how you will proceed. I would seriously be 'dragging my heels' on that Royal Invitation as well, as D.J. will completely misinterpret that to mean something entirely else! We in the U.S. are undergoing a COUP, plain and simple. No need to Soft Sell it going forward as Trump and Vance have knowingly delivered us to Ruzzia without so much as a single shot being fired. Thanks for the Post.
Makes specific factual assertions about Trump's meetings with Putin, Tulsi Gabbard being a Russian agent, and Trump using private intelligence services without evidence.
@skibo3522
Mar 4, 2025
This is a fact. Nicol Suarez is a man with a Yard who put it in a boy. That is the Fact.
This is a fact. Nicol Suarez is a man with a Yard who put it in a boy. That is the Fact.
Presents a specific factual claim about an individual (Nicol Suarez) without evidence or context, appearing to be an unsubstantiated assertion.
Unverified Claim
0.75
@johndunlavey8927
Mar 5, 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
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government …
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government has been keeping the movement alive in order to mobilize their community for votes. This has caused many diplomatic fallouts with India lately since terrorists from Canada have been causing a resurgence in the movement in India and no one in India wants to deal with this. So essentially, you can't put the Indians and Khalistanis in the same bucket for this video.
Makes specific factual claims about Khalistani terrorists, Canadian government motives, and diplomatic incidents without evidence, while also asserting group distinctions.
angryowl5972
Jan 27, 2026
sikhs dont eat cow poo like the hindus do.
sikhs dont eat cow poo like the hindus do.
Makes a derogatory factual claim about Hindu practices without evidence, framed as comparative identity distinction.
jannahreminders4310
Jan 27, 2026
They come here and then go to USA
They come here and then go to USA
Makes a specific factual assertion about immigrant behavior patterns without evidence.
Unverified Claim
0.75
SPACEMAN_2.0
Oct 1, 2025
No one in India eat cow poop that's old man is lier thats the only one person in village of gaumatipura in the video of cow poop festival
No one in India eat cow poop that's old man is lier thats the only one person in village of gaumatipura in the video of cow poop festival
Disputes a specific factual claim about cow dung consumption practices with a counter-claim about a single village incident.
Unverified Claim
0.75
DeepakKumar-tp5sz
Jan 27, 2026
Now why are africans catching strays and being shot while we're talking of indians; their intelligence level is below down syndrome??? that's crazy
Now why are africans catching strays and being shot while we're talking of indians; their intelligence level is below down syndrome??? that's crazy
Makes fabricated claims about intelligence levels of specific ethnic groups presented as fact.
kingfisher-g1c
Jan 27, 2026
You think it's bad there,.. Toronto is Little Iran,.. they hold candle light vigils when Iranian terrorists die.
You think it's bad there,.. Toronto is Little Iran,.. they hold candle light vigils when Iranian terrorists die.
Makes specific factual claims about Toronto's demographics and alleged behavior of a group without evidence, presented as established fact.
dr.decker3623
Jan 27, 2026
You wont find such good criminals 😂 Indians dont have a criminal mindset or personality but are always keen on making quick easy money via scams or loopholes
You wont find such good criminals 😂 Indians dont have a criminal mindset or personality but are always keen on making quick easy money via scams or loopholes
Makes a stereotypical claim about a specific ethnic group's criminal behavior and financial practices, presented with sarcasm/dark humor but still asserting unverified claims.
ManvSinghJamwal
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)