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
Trump is a KGB Agent
Trump is a KGB Agent
Makes an unsubstantiated factual claim that Trump is a KGB agent, combining conspiracy theory with threat framing.
@Caitlyn-p3j
Mar 4, 2025
Straight from CNN Communist News Network
Straight from CNN Communist News Network
Makes an unsubstantiated claim about CNN's political bias without evidence.
@sparkstigator
Mar 4, 2025
When will CNN even fkn MENTION \nTHE 200-500 THOUSAND INDIVIDUAL MILITARY GRADE WEAPONS US MANUFACTURERS SELL TO DRUG CARTELS EVERY YEAR ? \nYOUR CORRUPT OFFICIALS TAKING PART I. TRAFFICKING THE DRUGS. DID YOU EVEN REPORT …
When will CNN even fkn MENTION \nTHE 200-500 THOUSAND INDIVIDUAL MILITARY GRADE WEAPONS US MANUFACTURERS SELL TO DRUG CARTELS EVERY YEAR ? \nYOUR CORRUPT OFFICIALS TAKING PART I. TRAFFICKING THE DRUGS. DID YOU EVEN REPORT THE ALABAMA CASE OF THE 5 cops and a spouse. Including the CHIEF OF POLICE Using the Evidence room as their drug supply ??\nHUH. ?\n\nCNN ????????
Commenter makes specific factual claims about weapons trafficking and police corruption without evidence, criticizing media for not reporting these alleged facts.
@woodywoodlstein9519
Mar 4, 2025
Another Dumb PM who is always under influence of drugs ???
Another Dumb PM who is always under influence of drugs ???
Makes an unsubstantiated factual claim that the PM is 'under influence of drugs' without evidence, combined with name-calling.
@ilovemyindia9555
Mar 4, 2025
Order out of chaos, all you have seen for the last 5 years was deliberate so that they can implement the AI government system will you will be a bio-metric number.
Order out of chaos, all you have seen for the last 5 years was deliberate so that they can implement the AI government system will you will be a bio-metric number.
Presents a conspiracy theory about deliberate government chaos and AI surveillance systems without evidence.
@geocentrictruth
Mar 4, 2025
I agree, this isn't about Fentanyl. I'm starting to think it's more about putting such a wedge between the U.S. and Canada that Trump will feel emboldened to do whatever it takes to take over …
I agree, this isn't about Fentanyl. I'm starting to think it's more about putting such a wedge between the U.S. and Canada that Trump will feel emboldened to do whatever it takes to take over Canada, making it the 51st state, after all. I know that sounds ridiculous, but tell me when he truly HASN'T been ridiculous!
Presents a conspiracy theory that Trump intends to annex Canada as the 51st state without evidence, framed as speculation.
@naynay3710
Mar 4, 2025
Trumps net worth increased drastically by launching Trump coin. Guess who most probably bought most of Trumps meme coin? Guess who is going to dump Trump coin when Trump does not act according to the …
Trumps net worth increased drastically by launching Trump coin. Guess who most probably bought most of Trumps meme coin? Guess who is going to dump Trump coin when Trump does not act according to the Kremlin agenda?
Makes specific unsubstantiated claims about Trump coin manipulation and Kremlin influence without evidence.
@anoniem9518
Mar 4, 2025
It is possible Trump is a Russian asset by intention and receives money through Bitcoin. If not by intention, just through ignorance and character limitations, he supports Totalitarianism.
It is possible Trump is a Russian asset by intention and receives money through Bitcoin. If not by intention, just through ignorance and character limitations, he supports Totalitarianism.
Makes specific unsubstantiated claims about Trump receiving Russian money via Bitcoin and being a Russian asset.
@kltyo
Mar 4, 2025
Trump go trump don't send any goods to Canada put more tariffs on if Canada want to become our honest partner they should be equal we aren't equal currently Canadian stole all our jobs send …
Trump go trump don't send any goods to Canada put more tariffs on if Canada want to become our honest partner they should be equal we aren't equal currently Canadian stole all our jobs send all illegal immigrants and all the drugs in to USA and that's enough now Canada doesn't want to get hurt same as USA currently Canada can't get along with USA better came with some other idea or wait until 2028 ❤❤❤?????????
Makes multiple unsubstantiated claims (Canada stealing jobs, drugs flowing from Canada) while expressing threat perception and demanding policy action.
@gamingwithamin9957
Mar 4, 2025
You forgot to touch on the fact that 60-70% of all our immigration comes from india
You forgot to touch on the fact that 60-70% of all our immigration comes from india
Presents a specific statistical claim about immigration sources (60-70% from India) without evidence or context.
Unverified Claim
0.78
@papabadgers1555
Mar 4, 2025
Make this make sense, turdeau is the son of Fidel talking about Putin!
Make this make sense, turdeau is the son of Fidel talking about Putin!
Makes an unsubstantiated claim about Trudeau's parentage (conspiracy theory) while criticizing his credibility on geopolitical matters.
@idunnoanymore2870
Mar 4, 2025
If Trump canceled elections and declared martial law indefinitely would you understand that is what a dictator does? That's what Zelinskyy did....plus they are anti marriage between same sex couples, it is illegal. Would you …
If Trump canceled elections and declared martial law indefinitely would you understand that is what a dictator does? That's what Zelinskyy did....plus they are anti marriage between same sex couples, it is illegal. Would you still think him a hero if he locked up all of his political opponents and made All tv stations state run? Zelinskyy did.
Makes specific factual claims about Zelenskyy's actions (martial law, political imprisonment, state TV control) presented without evidence.
@MugglesBWare
Mar 4, 2025
Trump is doing all of this because of Putin. He’s deliberately alienating all our allies to appease putin. We are all in trouble.
Trump is doing all of this because of Putin. He’s deliberately alienating all our allies to appease putin. We are all in trouble.
Makes a specific factual claim about Trump's motivations being Putin-driven without evidence, combined with expressions of existential threat.
@Idamea
Mar 4, 2025
Trump and Elon are doing Putin's work to weaken the USA and it's ally's.
Trump and Elon are doing Putin's work to weaken the USA and it's ally's.
Asserts unsubstantiated conspiracy claim linking US leadership to foreign adversary interests without evidence, framed as security threat.
@chrisvincent8123
Mar 4, 2025
hmmmm.. that trump is wanting 50% of Ukrainian minerals, wants Greenland, wants Canada to be the 51st state.. it’s all mineral greed .. panama a nice real trade route.. scattergun approach to land grabbing .. …
hmmmm.. that trump is wanting 50% of Ukrainian minerals, wants Greenland, wants Canada to be the 51st state.. it’s all mineral greed .. panama a nice real trade route.. scattergun approach to land grabbing .. vile and not smart at all
Presents specific factual claims about Trump's territorial ambitions (50% minerals, Greenland, Canada as 51st state) without evidence, framed as 'land grabbing.'
@pitchforkcustom
Mar 4, 2025
All sane Americans know this isn't about tariffs, it is about separating the US from its allies, lining his pockets with the collected tariffs while simultaneously weakening and destroying the US from within as a …
All sane Americans know this isn't about tariffs, it is about separating the US from its allies, lining his pockets with the collected tariffs while simultaneously weakening and destroying the US from within as a service to Putin.
Makes specific unsubstantiated claims about Trump's motives (pocketing tariffs, serving Putin) presented as fact without evidence.
@sant748
Mar 4, 2025
I think Trump’s plan is to disconnect Canada as ally and join Russia to defeat us and take over Canada
I think Trump’s plan is to disconnect Canada as ally and join Russia to defeat us and take over Canada
Presents a specific conspiratorial claim about Trump's plan to disconnect Canada and align with Russia without evidence.
@stang1725
Mar 4, 2025
Canada doesn’t need to put the tariffs on USA products because Canadians have wijzend up and refuse to buy American things.
Canada doesn’t need to put the tariffs on USA products because Canadians have wijzend up and refuse to buy American things.
Asserts a specific factual claim about consumer behavior ('Canadians have wijzend up and refuse to buy American') without evidence.
Unverified Claim
0.78
@irenehabes-quene2839
Mar 4, 2025
Trudeau would not agree to stop Fentanyl coming across Border so now you Canadians are paying the price just a thought do you think trudeau is getting kickbacks for the drug trade if not why …
Trudeau would not agree to stop Fentanyl coming across Border so now you Canadians are paying the price just a thought do you think trudeau is getting kickbacks for the drug trade if not why would he not stop illegal drugs?
Makes specific factual claims about Trudeau's alleged inaction on fentanyl and hints at corruption without evidence, presented as conspiracy.
@billpope2652
Mar 4, 2025
Why should anyone be surprised, Trump stated that he would annex Canada by the means of an economic war. And if this fails who knows, maybe a “ Special Military Operation”.
Why should anyone be surprised, Trump stated that he would annex Canada by the means of an economic war. And if this fails who knows, maybe a “ Special Military Operation”.
Presents Trump's alleged annexation threat and potential military action as factual claims without evidence, combining with alarmist framing.
@Rex-l2t
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)