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
Funny that hindi and Sikhs looove Israel and the jewish zionists
Funny that hindi and Sikhs looove Israel and the jewish zionists
Makes a sweeping, unsubstantiated generalization about religious/ethnic groups and their political allegiances.
Averageaussiebogan101
Feb 26, 2026
Bs they get like 10k for a family of 4
Bs they get like 10k for a family of 4
User makes a specific factual claim about immigrant settlement payments without evidence, dismissing them as inadequate.
Unverified Claim
0.80
mAx87iStar
May 29, 2025
India has a good GDP 4.5 trillion but a disaster population of 1.4 billion.The population should have been 60 million like the UK.The overpopulation is the British fault for not teaching the Indians benefits of …
India has a good GDP 4.5 trillion but a disaster population of 1.4 billion.The population should have been 60 million like the UK.The overpopulation is the British fault for not teaching the Indians benefits of having a small family.
Makes false historical claims (blaming British for India's population) and uses misleading comparisons to frame overpopulation as a problem.
muhammaduddin9268
Feb 8, 2026
The guy on the bike was paid by This Tyler(The one making the video) to say all that. If you know you know.
The guy on the bike was paid by This Tyler(The one making the video) to say all that. If you know you know.
Makes an unsubstantiated conspiracy claim about video staging without evidence.
Ceecee-f8c
Feb 26, 2026
Justin T is the same as Russia leadership he has burned down churches during covid he has no soul
Justin T is the same as Russia leadership he has burned down churches during covid he has no soul
Makes specific factual claims about Trudeau burning churches and lacking a soul without evidence, presented as established fact.
@mariavanwyk3863
Mar 4, 2025
Okay Youtube hs removed the Jewish invasion, but left up the India invasion, INTERESTING.
Okay Youtube hs removed the Jewish invasion, but left up the India invasion, INTERESTING.
Makes a conspiracy-theory claim about YouTube censorship bias while using inflammatory ethnic framing.
DavidJohnson-dc8lu
Feb 26, 2026
Fentanyl and illegal migration are side shows to the actual intent to force Canada into joining the United States… this is not fantasy to Trump, this is his actual objective…
Fentanyl and illegal migration are side shows to the actual intent to force Canada into joining the United States… this is not fantasy to Trump, this is his actual objective…
Presents a specific conspiratorial claim about Trump's hidden objective to force Canada into the US without evidence, framed as factual assertion.
@SylvainSlyTherriault
Mar 4, 2025
A new Indian reservation might get established, the Canadian government might have to kidnap their kids in order to set up Indian Schools and ban alcohol sales around the area.
A new Indian reservation might get established, the Canadian government might have to kidnap their kids in order to set up Indian Schools and ban alcohol sales around the area.
Makes false historical comparisons and fabricated predictions about government actions toward immigrants, conflating them with historical Indigenous policies.
1dravano
Feb 5, 2026
To Canadian people, the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI. They rebels( khalistani ) disguised …
To Canadian people,
the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI.
They rebels( khalistani ) disguised themselves as Holy warriors ironically their actions were against Sikh Principles. Long story short Indian Republic went to war with them, smashed their butts . Most of them started taking refuge in UK and Canada. Your Govt tried to fish in troubled waters in India. Back to present, these guys got rich due to better job opportunities. This attracted their relatives to shift as well. This started to take a form of movement in Punjab, India to go settle in Canada. Canadian govt supported this, I don't why they wanted that. Now these guys rally your streets, don't obey rules. Guess what, Canadian Govt is protecting them from Indian Govt. Destroying relationship with Indian Govt just for them.
Presents specific historical and geopolitical claims about Sikh immigration patterns and government motivations without evidence, mixing conspiracy-like assertions with comparative framing.
namangupta3473
Sep 28, 2025
Trump is a lackey of Putin. Russia just won the new cold war.
Trump is a lackey of Putin. Russia just won the new cold war.
Makes specific factual claims ('Trump is a lackey of Putin,' 'Russia won the cold war') presented without evidence.
Unverified Claim
0.80
@HFD96SD99
Mar 4, 2025
They commit fraud en masse on behalf of our communist government. I hate these people, they hide behind thier religion while bringing all thier mafia bullshit. They flagrantly break laws and make exceptions. Riding motorcycle …
They commit fraud en masse on behalf of our communist government. I hate these people, they hide behind thier religion while bringing all thier mafia bullshit.
They flagrantly break laws and make exceptions. Riding motorcycle with a turban, blatantly saying my religion, my enclave is above your countries laws. They take religious charity and then behave like cartels.
Makes specific factual claims about fraud, law-breaking, and organized crime by an ethnic/religious group without evidence, framed as systemic conspiracy.
deepdive5riku
Sep 28, 2025
Our wannabe dictator in chief admires Hitler according to one of his previous wives… he loves Kim and Putin, and others. Now he is floating the idea of taking over other countries and has renamed …
Our wannabe dictator in chief admires Hitler according to one of his previous wives… he loves Kim and Putin, and others. Now he is floating the idea of taking over other countries and has renamed the Gulf of Mexico!
Makes specific factual claims about Trump's admiration for dictators and territorial ambitions presented without evidence.
@4NES_pronounced_Finesse
Mar 4, 2025
The globalists' plan is now a reality
The globalists' plan is now a reality
Vague conspiracy theory invoking 'globalists' without evidence, combining conspiratorial framing with implicit threat narrative.
from_ZA
Feb 7, 2026
The dude saying subsaharan Africans have an IQ of less than 70 on average is the most moronic stuff I've heard in a while😅😂
The dude saying subsaharan Africans have an IQ of less than 70 on average is the most moronic stuff I've heard in a while😅😂
Critiques a false racist claim (fabricated IQ statistics) with sarcastic tone, but the underlying reference is to misinformation.
boristeka9515
Feb 7, 2026
Its not the Indiams you need to worry about, its Pakistan backed Khalistanis in Canada
Its not the Indiams you need to worry about, its Pakistan backed Khalistanis in Canada
Conspiracy-adjacent claim redirecting blame to a specific religious/political group without evidence.
abhishekmathur05
Feb 7, 2026
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.
Personal anecdote about border crossings presented as evidence of widespread illegal immigration without verification.
@conradallen703
Mar 4, 2025
They crap on the beaches
They crap on the beaches
Makes a dehumanizing, unsubstantiated claim about immigrant behavior designed to provoke disgust and alarm.
Diane-re7xz
Feb 6, 2026
All done deliberately don't think this is just another useless clueless liberal...the wef is doing it everyone wake up
All done deliberately don't think this is just another useless clueless liberal...the wef is doing it everyone wake up
Promotes conspiracy theory about WEF deliberately causing harm to Canada, combining unfounded claims with alarmism.
jfk19780
Feb 26, 2026
Don't judge us for this clowns ignorance. 70% Americans don't except this clown as our president!!!
Don't judge us for this clowns ignorance. 70% Americans don't except this clown as our president!!!
Makes an unsubstantiated statistical claim ('70% Americans don't accept') presented as fact without evidence.
@jaimeortega3434
Mar 4, 2025
Donald is not a smart guy. Do not flatter him. He is a russian asset and Putin will lose the war if Donald does not fuck up Amerika and Ukraine fast. You guys try to …
Donald is not a smart guy. Do not flatter him. He is a russian asset and Putin will lose the war if Donald does not fuck up Amerika and Ukraine fast. You guys try to reason with a russian asset and megalomaniac that wants to have a third term. Wake up and understand. This is a new world where diplomacy with US and Russia does not work. It stalls.
Makes unsubstantiated claims about Trump being a Russian asset and Putin's influence without evidence, combined with alarmist framing.
@matkany
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)