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
Indians do legal Fraud
Indians do legal Fraud
Makes an unsubstantiated claim linking Indians to fraud without providing evidence or context.
Unverified Claim
0.80
rimindia1
Sep 29, 2025
Follow the money. Tell me Trump is not trying to pull off his biggest grift and that tariffs won’t flow to Trump’s family and friends’ businesses. And I use the term friend loosely as he …
Follow the money. Tell me Trump is not trying to pull off his biggest grift and that tariffs won’t flow to Trump’s family and friends’ businesses. And I use the term friend loosely as he has zero friends. His so called friends are solely business transactions for him and the number of his friends are dwindling quickly.
Makes specific unverified claims about Trump's financial motives and tariff corruption without evidence, framed as moral critique.
@kenmacdonald3447
Mar 4, 2025
Yes but Putin is Trump’s friend and boss
Yes but Putin is Trump’s friend and boss
Makes a specific factual assertion about Trump-Putin relationship ('Putin is Trump's friend and boss') without evidence.
Unverified Claim
0.80
@kevanbygate9485
Mar 4, 2025
Wes Clark is a smart man, and he doesn't understand this process. Russia is now the USAs strongest ally. Weird.
Wes Clark is a smart man, and he doesn't understand this process. Russia is now the USAs strongest ally. Weird.
Makes an unsubstantiated claim that 'Russia is now the USA's strongest ally' presented as fact without evidence.
@grantcampbell3264
Mar 4, 2025
This guy is a liar. Trudeau is a liar. I live in Maine 40 minutes outside of the Canadian border. I have trail cameras everywhere that pick up people crossing the border all the time …
This guy is a liar. Trudeau is a liar. I live in Maine 40 minutes outside of the Canadian border. I have trail cameras everywhere that pick up people crossing the border all the time in the United States from Canada. We’ve seen it. It’s everywhere all over the state. And where else will they have strong forests full as far as the eyes can see cause 90% of Maine is for the Woods thick dense force in woods anybody can get through that with a compass in the will.
Personal anecdotal account presented as evidence of border crossing claims without verification, mixing lived experience with unsubstantiated assertions.
@conradallen703
Mar 4, 2025
Our current government has an unelected leader and three unelected MPs. All bought and paid for with cash from the Davos Elites. I don't blame Alberta one bit for wanting to separate from socialist non-democratic …
Our current government has an unelected leader and three unelected MPs. All bought and paid for with cash from the Davos Elites.
I don't blame Alberta one bit for wanting to separate from socialist non-democratic Canada so they can have a free country with fair elections once more.
Promotes conspiracy theories about unelected leadership and Davos elites controlling Canada, while calling for provincial separation.
@Richiesrant
Feb 22, 2026
I think that Trump is far more dangerous than most people understand. He just bought the Panama Canal. He wants the soon to be viable NW passage. Add Greenland to the list… this has nothing …
I think that Trump is far more dangerous than most people understand. He just bought the Panama Canal. He wants the soon to be viable NW passage. Add Greenland to the list… this has nothing to do with boarder issues. This is about him taking the trillion a year that these trade routs will give him and then giving Europe to Putin.
Makes specific unsubstantiated claims about Trump buying the Panama Canal and a geopolitical conspiracy involving Putin.
@DiannaHoover
Mar 4, 2025
CANADA SLAP US WITH 100% WE HAVE A RUSSIAN AGENT IN THE WHITE HOUSE…—-FROM A PROUD AMERICAN ?? NOT A MAGGOT ( MAGA IDIOT) AND I STAND WITH CANADA, UKRAINE, MEXICO…
CANADA SLAP US WITH 100% WE HAVE A RUSSIAN AGENT IN THE WHITE HOUSE…—-FROM A PROUD AMERICAN ?? NOT A MAGGOT ( MAGA IDIOT) AND I STAND WITH CANADA, UKRAINE, MEXICO…
Makes unsubstantiated claim that there is a 'Russian agent in the White House' while expressing solidarity with Canada and other nations against Trump.
@lovsply
Mar 4, 2025
These khalistani are designated terrorist in india and your Canadian government give them shelter,and citizenship,now they are canadian, and it's your problem to tackle them.
These khalistani are designated terrorist in india and your Canadian government give them shelter,and citizenship,now they are canadian, and it's your problem to tackle them.
Makes specific factual claims about Khalistani terrorists being granted Canadian citizenship without evidence, framing as government failure.
Ppapai
Jan 27, 2026
79000 students may cross borders to the USA under the biden administration they apply for asylum in US 100%. i know some students they came to in the USA
79000 students may cross borders to the USA under the biden administration they apply for asylum in US 100%. i know some students they came to in the USA
Makes a specific numerical claim about student asylum applications without evidence, supported only by anecdotal personal knowledge.
gaiwanmaan23
Sep 28, 2025
Trump is a Putin Plant.
Trump is a Putin Plant.
Makes a specific factual assertion (Trump is a Putin agent) without evidence or substantiation.
Unverified Claim
0.80
@YugambehCountry
Mar 5, 2025
Canada will have to build a wall to avoid illegal Americans swarming into Canada…?\ntrump doesn’t care. I believe he is a secret Russian operative so he doesn’t care how much he wrecks. Putin has got …
Canada will have to build a wall to avoid illegal Americans swarming into Canada…?\ntrump doesn’t care. I believe he is a secret Russian operative so he doesn’t care how much he wrecks. Putin has got to be pleased with his US operative.
Combines unsubstantiated claims about Trump being a Russian operative with fear-based speculation about border security threats.
@julianneheindorf5757
Mar 4, 2025
trump is a traitor doing Putins bidding.
trump is a traitor doing Putins bidding.
Makes a specific factual assertion ('Trump is a traitor doing Putin's bidding') presented without evidence.
Unverified Claim
0.80
@rkeithlloyd
Mar 4, 2025
The most dirty people in the world
The most dirty people in the world
Makes a sweeping, demonstrably false generalization about a group of people based on ethnicity/origin.
SohrabWaziri-yr5jx
Feb 13, 2026
Trump must’ve made a ——->personal,,,$,,, <——-DEAL <——- with Putin to act dummy like this, absolute nonsense, a narcissist only thinks about himself,, he, him and himself only, time to get in the street and the …
Trump must’ve made a ——->personal,,,$,,, <——-DEAL <——- with Putin to act dummy like this, absolute nonsense, a narcissist only thinks about himself,, he, him and himself only, time to get in the street and the White House and make Trump feel what he has done to the other party before! July 6 seems like a good time!
Makes unsubstantiated claim about a secret deal between Trump and Putin, then calls for street action.
@daniellapierre9798
Mar 4, 2025
Well done Canada. Trump is a crook who has been laundering Russian money for years.
Well done Canada. Trump is a crook who has been laundering Russian money for years.
Asserts specific criminal allegations (money laundering) presented as fact without evidence, combined with praise for Canada.
@MixedUpSignals
Mar 4, 2025
Import street shitters not a very sensible thing now is it
Import street shitters not a very sensible thing now is it
Uses a dehumanizing slur and false stereotype to characterize immigrants as a threat to public health and decency.
EnterTainment-rd7ht
Feb 12, 2026
Hey trudey, you, biden and trump are aligned with a murderous terro1st that goes by BB, how is he different than putin? One of you liberals can answer that
Hey trudey, you, biden and trump are aligned with a murderous terro1st that goes by BB, how is he different than putin? One of you liberals can answer that
Makes an unsubstantiated factual claim that Trudeau, Biden, and Trump are aligned with a terrorist without providing evidence.
@CaliPaliGuy
Mar 4, 2025
He promised Putin Ukraine as long as he could have Canada...
He promised Putin Ukraine as long as he could have Canada...
Presents a specific fabricated claim about Trump trading Ukraine for Canada without evidence, framed as a conspiracy.
@ep4115
Mar 4, 2025
lot of people who commits crime and scams in india who are running from authority come to canada tell canadian government that they are persecuted minority indian government be like you wants them take them …
lot of people who commits crime and scams in india who are running from authority come to canada tell canadian government that they are persecuted minority indian government be like you wants them take them so congratulation canada
government of india agreed to take back all illegal immigrant
Makes unsubstantiated claims about criminals fleeing India to Canada, mixing speculation with false assertions about government agreements.
Noreligion5
Feb 23, 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)