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
American here. Trust me what Trump is doing is foolish. There are many MANY Americans like myself that can agree. We cannot control this devil in power.\n\n\n\n\n\n\n\n\n\n\n\n\n\ntrumps attempted assassination was staged for rigged election results. …
American here. Trust me what Trump is doing is foolish. There are many MANY Americans like myself that can agree. We cannot control this devil in power.\n\n\n\n\n\n\n\n\n\n\n\n\n\ntrumps attempted assassination was staged for rigged election results. elon is an oligarchy that paid his way into government.
Combines personal narrative with unsubstantiated conspiracy claims about Trump's assassination attempt and election rigging.
@JstnWhite
Mar 4, 2025
A lot of colleges in Canada is fakes and these Indians some don't go to school is work
A lot of colleges in Canada is fakes and these Indians some don't go to school is work
Makes unsubstantiated claims about fake colleges and Indian students not attending school, combining false allegations with ethnic targeting.
eunicemurray8482
Feb 7, 2026
Trump also accuses China of fentanyl. The truth is, China produces a precursor or an ingredient of fentanyl and legally exports to pharmaceutical companies all over the world. Not like the drug dealers in the …
Trump also accuses China of fentanyl. The truth is, China produces a precursor or an ingredient of fentanyl and legally exports to pharmaceutical companies all over the world. Not like the drug dealers in the US call up China and say” hey China, hook me with some fentanyl, bro!”
Makes a specific factual claim about China's fentanyl production and export practices presented as corrective truth without evidence.
@tutuluvable
Mar 4, 2025
Concise: Putin is cannibal demon,Trump is Big robber
Concise: Putin is cannibal demon,Trump is Big robber
Makes inflammatory unsubstantiated claims characterizing Putin and Trump with extreme language without evidence.
Unverified Claim
0.75
@zadhudrahula7318
Mar 4, 2025
Justin just accepted all Indians
Justin just accepted all Indians
Makes a specific factual claim about immigration policy toward Indians without supporting evidence.
@Bobcruz1967
Mar 4, 2025
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in …
Immigration law practice: a lucrative business!
If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in migrants' mouths to facilitate their entry into Canada.
Makes unsubstantiated claim about immigration lawyers coaching migrants with fabricated statements, presented with sarcastic tone.
davidmartin7931
Nov 21, 2025
Sadly, it seems America is shutting down for project 25 and America first. When you look at how the people given power by trump, it is the only conclusion
Sadly, it seems America is shutting down for project 25 and America first. When you look at how the people given power by trump, it is the only conclusion
Makes an unsubstantiated claim that 'America is shutting down for project 25' while expressing alarm about Trump's appointees.
@Michaela-bk3mm
Mar 4, 2025
Does anyone ponder whether Don and the other oligarchs are deliberately crashing the markets for their own collective gains? didnt buffet just cash up in anticipation of this?
Does anyone ponder whether Don and the other oligarchs are deliberately crashing the markets for their own collective gains? didnt buffet just cash up in anticipation of this?
Presents conspiracy theory about oligarchs deliberately crashing markets without evidence, framed as speculation.
@gromit368
Mar 4, 2025
Trump isn't being played by Putin. Trump is playing with Putin; they are partners.
Trump isn't being played by Putin. Trump is playing with Putin; they are partners.
Makes a specific factual assertion about Trump and Putin's relationship without evidence, presenting it as established fact.
Unverified Claim
0.75
@JoyceElFer
Mar 4, 2025
Unfortunately, Canadian is dealing with a Russian puppet.
Unfortunately, Canadian is dealing with a Russian puppet.
Unsubstantiated claim that Trudeau is a 'Russian puppet,' presented without evidence.
@imaro2358
Mar 4, 2025
Trump is a traitor and russian hack
Trump is a traitor and russian hack
Specific factual assertion ('traitor and russian hack') presented without evidence or substantiation.
Unverified Claim
0.75
@Kermodo
Mar 4, 2025
And yes they hire the immigrants instead of the actual locals
And yes they hire the immigrants instead of the actual locals
Asserts specific hiring preference for immigrants over locals without supporting evidence.
ancacox8886
Aug 25, 2025
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Makes specific factual claim about crime rates by religious/ethnic groups without evidence, presented as basis for immigration policy discussion.
theurbanmonkss4743
Nov 11, 2025
Trump’s intention is to raid the American economy for his own personal financial interests. Regardless of the fallout on the American people or the world.
Trump’s intention is to raid the American economy for his own personal financial interests. Regardless of the fallout on the American people or the world.
Makes an unsubstantiated claim about Trump's personal financial motivations driving policy decisions.
@stephenchen2290
Mar 4, 2025
Fentanyl flows FROM the US into Canada, NOT the reverse.
Fentanyl flows FROM the US into Canada, NOT the reverse.
Makes a specific directional claim about fentanyl flows without evidence, presented as factual correction.
@jangriffiths8013
Mar 4, 2025
Trump isn't worried about the cost of living. He's on Elon's payroll.
Trump isn't worried about the cost of living. He's on Elon's payroll.
Makes an unsubstantiated claim that Trump is on Elon's payroll, framed as a factual assertion without evidence.
@suzannahirwin7165
Mar 4, 2025
Trump’s destroying the free world’s economies just as Putin had ordered.
Trump’s destroying the free world’s economies just as Putin had ordered.
Makes an unsubstantiated claim about Trump following Putin's orders to destroy economies, combining conspiracy-like assertion with threat framing.
@billyrubin3108
Mar 4, 2025
You are lying about the minerals,Trudeau has nothing on the table for this
You are lying about the minerals,Trudeau has nothing on the table for this
Makes a specific factual assertion ('Trudeau has nothing on the table') about mineral negotiations without evidence, framed as a direct contradiction.
@KennethSharpe-d7q
Mar 4, 2025
P I thought Canada got rid of that child molesting dictator
P I thought Canada got rid of that child molesting dictator
Makes a serious factual accusation ('child molesting dictator') without evidence, presented as a claim about Trudeau's character and fitness for office.
@MontanaBail
Mar 4, 2025
i don't see Indians asking for money and begging
i don't see Indians asking for money and begging
Makes a sweeping, unsubstantiated generalization about Indian immigrants' behavior that appears designed to contrast them favorably with other groups, combining stereotype with false claim.
Chano601
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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