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
52 % of Americans did not vote but now you have a CLOWN for president ... pay your due from CAnada.
52 % of Americans did not vote but now you have a CLOWN for president ... pay your due from CAnada.
Presents specific statistic ('52% of Americans did not vote') without evidence, framing it as justification for criticism.
@marioduchesne1564
Mar 4, 2025
Trudeau liberals NDP only answer to klaus Shwabe WEF SCUM reign and call election you fn parasitic vermin you gave war criminal Zelinskie 25 billion to wage war and wanting World War 3 ,open borders
Trudeau liberals NDP only answer to klaus Shwabe WEF SCUM reign and call election you fn parasitic vermin you gave war criminal Zelinskie 25 billion to wage war and wanting World War 3 ,open borders
Makes unsubstantiated conspiracy claims (WEF control, war criminal accusations) mixed with fear-based rhetoric about open borders and world war.
@RobertButt-b6d
Mar 4, 2025
Follow the money! The world knows that trump is putins puppet.
Follow the money! The world knows that trump is putins puppet.
Makes an unsubstantiated factual claim about Trump being Putin's puppet without evidence, framed as conspiratorial.
@insanedw4947
Mar 4, 2025
Trump has a gold card he is peddling, and im guessing the drug cartels will be buying them up ...seems like a money laudering scheme to me .
Trump has a gold card he is peddling, and im guessing the drug cartels will be buying them up ...seems like a money laudering scheme to me .
Makes unsubstantiated claims about Trump's gold card scheme and money laundering without evidence, framed as speculation.
@Rmk4luv61
Mar 4, 2025
Trump hates heads of state that Klaus Schwab trained. Justin works for Globalist not the good Canadians
Trump hates heads of state that Klaus Schwab trained. Justin works for Globalist not the good Canadians
Makes unsubstantiated claims about Trudeau working for globalists and Klaus Schwab, presenting conspiracy-adjacent assertions.
@investwithjeff
Mar 4, 2025
MAGA is going to lose their marbles when the price of bullets goes through the roof in the coming days. America has an insatiable appetite for ammo, so much so that there isn’t enough metals …
MAGA is going to lose their marbles when the price of bullets goes through the roof in the coming days. America has an insatiable appetite for ammo, so much so that there isn’t enough metals in the ground to keep pace with demand. America is able to supply about half of the needed metals required for the demand of ammunition production. \nTake a wild guess where the other half comes from… ????
Presents specific factual claims about ammunition supply chains and metal sourcing without evidence, mixed with economic speculation.
@HeliRy
Mar 4, 2025
But what was trump taking about when he said we give them billions of dollars of free money every year I believe that’s why we got here us Americans are wiping everyone’s ass and when …
But what was trump taking about when he said we give them billions of dollars of free money every year I believe that’s why we got here us Americans are wiping everyone’s ass and when the toliet paper runs out we have to buy more we want you guys to start buying us toliet paper wipe our ass
References Trump's unsubstantiated claim about U.S. giving 'billions of dollars of free money' to Canada without evidence.
@Cujo-b1b
Mar 4, 2025
A world recession is what we need to defeat the Russians, biden did not know how to do this except raise the interest rates. Maybe this is some kind of covert attack.
A world recession is what we need to defeat the Russians, biden did not know how to do this except raise the interest rates. Maybe this is some kind of covert attack.
Commenter makes unsubstantiated claims about recession as strategy and suggests covert attack without evidence.
@scottphillips2420
Mar 4, 2025
Canada has more real MAFIA Activity than the . There is a direct connection with N'drangheta from Calabria, Italy. They work with Mexico, China and Colombia to flood USA with drugs.
Canada has more real MAFIA Activity than the . There is a direct connection with N'drangheta from Calabria, Italy. They work with Mexico, China and Colombia to flood USA with drugs.
Makes specific factual claims about organized crime connections without evidence, framed as a security threat.
@wilfredopadrojr.8059
Mar 4, 2025
Oh yeah and you had a Nazi war criminal and praise him in your high courts when Zelensky was there looking for a hand out to support Ukraines war machine
Oh yeah and you had a Nazi war criminal and praise him in your high courts when Zelensky was there looking for a hand out to support Ukraines war machine
Makes a specific factual claim about a Nazi war criminal being praised in Canadian courts without evidence, presented as accusation.
@carlbernas1220
Mar 4, 2025
Trump just want destroyed everything to make Putin happy
Trump just want destroyed everything to make Putin happy
Makes an unsubstantiated claim linking Trump's actions to Putin without evidence, framed as conspiracy.
@susanh6217
Mar 4, 2025
All politicians get kickbacks he is just putting up a good act.\nThe only ones affected by this terrific is the people.
All politicians get kickbacks he is just putting up a good act.\nThe only ones affected by this terrific is the people.
Makes unsubstantiated claim that all politicians receive kickbacks without evidence.
@jorgefierro6246
Mar 4, 2025
Canada had an Ukraine WW2 Nazi in their parliament and gave him a standing ovation. Until they realized who he actually was…. ?
Canada had an Ukraine WW2 Nazi in their parliament and gave him a standing ovation. Until they realized who he actually was…. ?
References a specific factual claim about a Nazi in Canadian parliament without evidence, framed as identity/national criticism.
@spaceoddity2485
Mar 4, 2025
there is no evidence that Trump is smart......dont even concede that
there is no evidence that Trump is smart......dont even concede that
Makes a factual assertion ('no evidence that Trump is smart') presented without supporting evidence.
Unverified Claim
0.75
@DoyMartija
Mar 4, 2025
90% of Americans do not want this we weep for what is being done. ?????
90% of Americans do not want this we weep for what is being done. ?????
Presents an unsubstantiated statistic ('90% of Americans') combined with expressions of distress about policy consequences.
@LeighLong-z1o
Mar 4, 2025
Once you leave office, Trump will reverse the tariffs.
Once you leave office, Trump will reverse the tariffs.
Makes a specific factual prediction about Trump's future actions without evidence or source.
Unverified Claim
0.75
@SuperWhiteshadow1
Mar 4, 2025
Why are those 2 people standing behind him trying not to smile when Trudeau is making up that Trump wants a trade war and he's siding with Putin? This guy is trying to start problems …
Why are those 2 people standing behind him trying not to smile when Trudeau is making up that Trump wants a trade war and he's siding with Putin? This guy is trying to start problems and spreading lies to keep the division going!!! That is the whole plan with this whole Ukraine deal!!! Stop funding the wars and we could all move forward not with this BS!!!
Makes unsubstantiated claims about Trudeau spreading lies and a hidden agenda involving Ukraine funding, framed as conspiracy.
@JoseLopez-md6lx
Mar 4, 2025
A convicted criminal drug Prime Minister look up his charges! Public record! Facts
A convicted criminal drug Prime Minister look up his charges! Public record! Facts
Makes a specific factual claim about criminal charges against the Canadian PM without providing evidence or context.
Unverified Claim
0.75
@jeffreyskinner7167
Mar 4, 2025
Trudeau needs to leave. All canadians want it.
Trudeau needs to leave. All canadians want it.
Claims 'All canadians want' Trudeau to leave without evidence, presenting an unsubstantiated generalization as fact.
@glendaleaz1593
Mar 4, 2025
If you ask ChatGPT who MAGA voters are it says - people with lower education...
If you ask ChatGPT who MAGA voters are it says - people with lower education...
References a specific claim about what ChatGPT says regarding MAGA voters' education levels, presented without verification or context.
@toncek6365
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)