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
ITS ABOUT WORLD CONTROL WITH TRUMP PUTIN KIM IRAN
ITS ABOUT WORLD CONTROL WITH TRUMP PUTIN KIM IRAN
Makes an unsubstantiated conspiracy claim linking Trump, Putin, Kim, and Iran to world control without evidence.
@writetrace
Mar 4, 2025
92% of black women did not vote for this chaos...This is terrible, so disheartening to even witness this. Out of pure greed, ego, and pride!
92% of black women did not vote for this chaos...This is terrible, so disheartening to even witness this. Out of pure greed, ego, and pride!
Presents a specific statistical claim (92% of Black women) without evidence, paired with moral judgment about the outcome.
@donettahuggins2635
Mar 4, 2025
See, what Trump really wants is not the one he is talking about. What Trump wants is the whole Canada to be USA.
See, what Trump really wants is not the one he is talking about. What Trump wants is the whole Canada to be USA.
Presents a specific factual claim about Trump's hidden agenda without evidence.
Unverified Claim
0.75
@civtegrar
Mar 4, 2025
they voted a leader that have a criminal record...ridiculus country.....????
they voted a leader that have a criminal record...ridiculus country.....????
Makes a specific factual claim about a leader's criminal record without evidence, combined with dismissive national characterization.
@restytamayo3984
Mar 4, 2025
Trump just doing Putin’s bidding.
Trump just doing Putin’s bidding.
Makes a specific factual assertion (Trump acting as Putin's agent) without evidence, suggesting a conspiracy.
Unverified Claim
0.75
@davidcopeland6809
Mar 4, 2025
jews love the indians
jews love the indians
Makes an unsubstantiated conspiratorial claim linking Jewish and Indian communities without evidence or context.
shooting_star..
Jan 28, 2026
Everything is within God's plan, not just NATO, but also the UN. We will witness a dramatic shift in the geopolitical arena, hold on tight folks as we move towards removing the sixth seal - …
Everything is within God's plan, not just NATO, but also the UN. We will witness a dramatic shift in the geopolitical arena, hold on tight folks as we move towards removing the sixth seal - All for the Glory of God.
Makes unsubstantiated claims about geopolitical events being part of divine plan and references apocalyptic religious predictions without evidence.
Unverified Claim
0.75
@EdwinDelPilar-o4n
Mar 4, 2025
Chuck Zito, the former head of Hells Angels thinks his longtime friend, Donald Trump is greatest president America ever had. He attended Trump's court hearing. To stop drug trafficking, you have to investigate money laundering. …
Chuck Zito, the former head of Hells Angels thinks his longtime friend, Donald Trump is greatest president America ever had. He attended Trump's court hearing. To stop drug trafficking, you have to investigate money laundering. I'm not sure how committed Donald is to this important aspect of the war against fentanyl.
Presents unverified claim about Chuck Zito's views and Trump's commitment to fentanyl enforcement without evidence.
@victorthurse6027
Mar 4, 2025
Again Canada backstabbing Mexico , Mexico’s other so called trading partner, by siding with the United States in calling the cartels “ terrorist “ in the hopes that the United States, will pardon Canada and …
Again Canada backstabbing Mexico , Mexico’s other so called trading partner, by siding with the United States in calling the cartels “ terrorist “ in the hopes that the United States, will pardon Canada and only attack Mexico…
Makes unsubstantiated claim that Canada is backstabbing Mexico to avoid U.S. attack.
@migueltello4874
Mar 4, 2025
US is bankrupt anyways; that's why it wants free minerals from Ukraine!!
US is bankrupt anyways; that's why it wants free minerals from Ukraine!!
Makes an unsubstantiated factual assertion that the US is bankrupt and motivated by resource extraction, presented without evidence.
@Frank-rp6ni
Mar 4, 2025
I mean he’s certainly well spoken Im sure we all can agree but factual….not so much. People do your research on Chinese Triad gang members buying up real estate in Vancouver to launder money from …
I mean he’s certainly well spoken Im sure we all can agree but factual….not so much. People do your research on Chinese Triad gang members buying up real estate in Vancouver to launder money from drug sales. There is no doubt a growing problem in Canada that is impacting the US. By the numbers Canada illegal border crossings and Fentanyl crossing volume might pale in comparison to Mexico but it’s important to note that it’s still a rising problem they’ve yet to fully understand. Look at how much of the Northern US border is unguarded compared to the southern border. This tariff war between the US and Canada is no doubt a problem but Canada is absolutely a part of the reason it exists. In the end please remember there’s always two sides to every story and mainstream media is anything but objective when it comes to how they cover them.
Presents specific factual claims about Chinese Triad money laundering, border crossings, and fentanyl volumes without evidence while critiquing media objectivity.
@Thecultureguy
Mar 4, 2025
Trump is nothing less than an employee of Putin.
Trump is nothing less than an employee of Putin.
An unsubstantiated factual claim that Trump is controlled by Putin, presented without evidence.
Unverified Claim
0.75
@amb8761
Mar 4, 2025
All which is happening is, the governments are taxing their peoples an extra 25% and hiding it in the form of slight of hand
All which is happening is, the governments are taxing their peoples an extra 25% and hiding it in the form of slight of hand
Makes a specific factual claim about governments imposing hidden 25% taxes without evidence, presented as conspiracy-like assertion.
@GeekanArtemis
Mar 4, 2025
We need to stop giving Canada 2 trillion a year we get nothing out of it. Stop giving him that and we can solve our own problems about trade. Donald Trump is smart. Don’t fool …
We need to stop giving Canada 2 trillion a year we get nothing out of it. Stop giving him that and we can solve our own problems about trade. Donald Trump is smart. Don’t fool yourselves we’re gonna make out in the long run.
Makes a specific unsupported factual claim ('Canada 2 trillion a year') presented as fact without evidence, combined with economic reasoning about trade benefits.
@Dan-hx9og
Mar 4, 2025
Trumps playing the first set of cards in the pursuit of buying Canada and Mexico.....! Bravo
Trumps playing the first set of cards in the pursuit of buying Canada and Mexico.....! Bravo
Makes an unsupported conspiratorial claim that Trump is pursuing territorial acquisition of Canada and Mexico without evidence.
@francisthomas100k6
Mar 4, 2025
CNN is the mouthpiece of big pharma. You suck.
CNN is the mouthpiece of big pharma. You suck.
Makes an unsubstantiated claim that CNN is controlled by pharmaceutical interests, with dismissive meta-commentary about the channel.
@djholliday5132
Mar 4, 2025
What the hell is Putin blackmailing Donald Trump with? \nHe's a damn puppet
What the hell is Putin blackmailing Donald Trump with? \nHe's a damn puppet
Makes an unsubstantiated conspiracy claim that Putin blackmails Trump without evidence.
@mdr_jonas
Mar 4, 2025
Don't give in to that Traitor he loves Putin let him move to Russia most Americans with a brain know hes out for his self!
Don't give in to that Traitor he loves Putin let him move to Russia most Americans with a brain know hes out for his self!
Makes unsubstantiated claims about Trump's loyalty to Putin and self-interest without evidence.
@spititualwarfare
Mar 4, 2025
if i was to take a wild guess, probably more drugs to canada from us. than other way around. bu donald does putins dirty work.
if i was to take a wild guess, probably more drugs to canada from us. than other way around. bu donald does putins dirty work.
Presents unsubstantiated claim about drug trafficking patterns between US and Canada, combined with moral criticism of Trump.
@barryg7139
Mar 4, 2025
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Provides false information about border security vulnerabilities as a statement of fact.
MrJol420
Jan 28, 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)