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
No one is eating poop in india no body in india knows aout the fuck he is talking about
No one is eating poop in india no body in india knows aout the fuck he is talking about
Defends against a false stereotype with emphatic denial, though the response itself may be sarcastic or defensive.
soumikdas2srl-338
Feb 4, 2026
I can make it make sense. Putin has tRump by the curls, tRump works for Putin. tRump has been groomed for this exact moment since the 1980s...
I can make it make sense. Putin has tRump by the curls, tRump works for Putin. tRump has been groomed for this exact moment since the 1980s...
Presents a conspiracy theory about Trump being controlled by Putin since the 1980s without evidence.
@EmRilee
Mar 4, 2025
The globalists are loosing their shit ??? these corrupt war mongering politicians are terrified
The globalists are loosing their shit ??? these corrupt war mongering politicians are terrified
Makes vague conspiratorial claims about 'globalists' and 'corrupt war mongering politicians' without evidence, combined with alarmist framing.
@deliverinwales
Mar 4, 2025
Donald is just a puppet of Putin and Xi?
Donald is just a puppet of Putin and Xi?
Makes a specific factual claim about Trump being controlled by Putin and Xi without evidence, presented as conspiracy theory.
@levislam725
Mar 4, 2025
One thing people should take note of is how only India or Pakistan work in a place . White people are worried about racism when they are looking at it in those stores as those …
One thing people should take note of is how only India or Pakistan work in a place .
White people are worried about racism when they are looking at it in those stores as those Indians are only hiring their own. Happens everywhere in the west
Presents specific factual claims about hiring discrimination and in-group employment without evidence, framed as widespread pattern.
Siris101
Jan 27, 2026
I can smell it
I can smell it
Dehumanizing sensory stereotype presented as crude humor, relying on ethnic prejudice rather than substantive argument.
lukekauffman9603
Feb 3, 2026
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent from Europe and Asia as well. But the USA doesn’t want this to happen, so these propaganda channels are becoming active. Look at the timing of this video.
Keep in mind that the most brilliant minds from Asia, Europe, and even your own country are working for Canada that’s why companies are recruiting them so assuming they have no civic sense doesn't make sense . At the same time, you must be able to identify the moles among them.
Trudeau has already given authority to an alleged Indian terrorist within his regime. A wise decision is needed for your country's growth
Presents conspiracy theory about geopolitical propaganda and makes unsubstantiated claims about government officials.
Satyam00p1z
Jan 28, 2026
Trump is working like a Putin's mole ???
Trump is working like a Putin's mole ???
Makes an unsubstantiated conspiracy claim that Trump is acting as a Russian agent.
Unverified Claim
0.80
@bobk7827
Mar 4, 2025
They are doing dihadi work, should be easy to find and please deport to afghanistan not India.
They are doing dihadi work, should be easy to find and please deport to afghanistan not India.
Makes unsubstantiated claim about work type and calls for deportation to an incorrect country.
nouin12
Oct 2, 2025
Justin Trudeau, they are pocketing monies thst belong to the people. They most likely are making money on the drugs also.
Justin Trudeau, they are pocketing monies thst belong to the people. They most likely are making money on the drugs also.
Makes specific factual accusations about government corruption and drug trafficking without evidence.
@elizabethschweickart5545
Mar 4, 2025
Clown Trudeau's been colluding with China for years. He sold Canada out to Xi and CCP, and these Canadan dummies still support him and wonder why their country is in turd state and somehow blame …
Clown Trudeau's been colluding with China for years. He sold Canada out to Xi and CCP, and these Canadan dummies still support him and wonder why their country is in turd state and somehow blame Trump. ?
Makes specific factual claims about collusion with China and selling out to CCP without evidence, presented as established fact.
@kimuratakuya4118
Mar 4, 2025
Liberal Government Incompetence? No, Think.... Diabolical. Our historically successful immigration program, and the entire Carbon Tax/Credit/Capture system of values "is being abused'' to promote economic STAGFLATION in our nation, by WEF Great Reset Agenda influenced, …
Liberal Government Incompetence? No, Think.... Diabolical.
Our historically successful immigration program, and the entire Carbon Tax/Credit/Capture system of values "is being abused'' to promote economic STAGFLATION in our nation, by WEF Great Reset Agenda influenced, Carney/Liberal government design.
Combines conspiracy theories (WEF Great Reset) with policy criticism, making unsubstantiated claims about deliberate economic sabotage.
TerryConspiracy420
Mar 2, 2026
Donald does not care about Fentanyl and its victims. The only Thing He Cares about is to make Kanada the 51st s of the U.S.
Donald does not care about Fentanyl and its victims. The only Thing He Cares about is to make Kanada the 51st s of the U.S.
Makes unsubstantiated claims about Trump's motives (annexing Canada) presented as fact, combined with policy criticism.
@GerhardWinkler-n5x
Mar 4, 2025
I think we might be making a mistake by saying that Trump is being played by Putin. I am beginning to believe more so that he is an agent of Russia with a sense of …
I think we might be making a mistake by saying that Trump is being played by Putin. I am beginning to believe more so that he is an agent of Russia with a sense of agency and the people being played are the people choosing to work for him.
Presents a specific factual assertion (Trump is a Russian agent) without evidence, framed as emerging belief.
@selftotjits
Mar 4, 2025
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to …
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to rubber stamp all the old ones, dam covid really made a mess of things didn’t it” Liberal Government
Asserts unsubstantiated conspiracy theory that government deliberately created backlog to justify rubber-stamping applications.
pauloantunes8372
Jan 19, 2026
Under 70 iq 😅
Under 70 iq 😅
Makes a dehumanizing false claim about intelligence levels of a group, using pseudoscientific IQ framing.
josefsacala855
Jan 30, 2026
Trump wants Canada's resources, but doesn't want to pay for them. So, he's bullying them into becoming the 51st state. It seems pretty straightforward?
Trump wants Canada's resources, but doesn't want to pay for them. So, he's bullying them into becoming the 51st state. It seems pretty straightforward?
Commenter makes a specific factual claim about Trump's intentions (bullying Canada into statehood) presented without evidence, framed as conspiracy.
@aural_angst
Mar 4, 2025
How to ruin any country? Let indians come
How to ruin any country?
Let indians come
Makes a xenophobic generalization blaming a specific ethnic group for national decline without evidence.
abbs4552
Jan 30, 2026
I know 8 indians that workout at Planet Fitness that have expired visa and won't leave the country, Trudeau caused all of this...
I know 8 indians that workout at Planet Fitness that have expired visa and won't leave the country, Trudeau caused all of this...
Presents a specific anecdotal claim about visa overstays without evidence and attributes systemic blame to Trudeau, mixing personal observation with unsubstantiated causal assertion.
Canerican_2026
Jan 20, 2026
Liberals are trying to change Canada's population into a grocery store employee Workforce for the world economic forum
Liberals are trying to change Canada's population into a grocery store employee Workforce for the world economic forum
Makes a specific conspiratorial claim about Liberal intent to deliberately reshape Canada's workforce for the World Economic Forum without evidence.
acepath3001
Nov 21, 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)