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
Trudeau ? Man who brought WW2 Nazi Ukrainian monster into Canadian parliament, and saluted him ?
Trudeau ? Man who brought WW2 Nazi Ukrainian monster into Canadian parliament, and saluted him ?
Makes specific factual claim about Trudeau's actions regarding Nazi Ukrainian figure without evidence.
@nikolaandrich2980
Mar 4, 2025
Same in Europe. They avoid all 53 countries that have their religion that they have to pass to get to the UK. Make it make sense.
Same in Europe. They avoid all 53 countries that have their religion that they have to pass to get to the UK. Make it make sense.
Makes a dubious claim about migrants avoiding 53 countries based on religion, presenting it as fact without evidence.
Dogomatic
Jan 28, 2026
That guy with the bike is an idiot. He said Indians the people known for rape are ok but Africans are rapists like ok dumbass
That guy with the bike is an idiot. He said Indians the people known for rape are ok but Africans are rapists like ok dumbass
Makes inflammatory stereotypical claims about ethnic groups and sexual violence, relying on false generalizations.
warthog1285
Jan 28, 2026
How many of those illegals that came in through that app were the Haitians that were told to self deport back to Haiti and don’t forget the great state of Rochester busting up all these …
How many of those illegals that came in through that app were the Haitians that were told to self deport back to Haiti and don’t forget the great state of Rochester busting up all these illegals
Makes specific factual claims about illegal immigrants using an app and Haitian deportations without evidence, combined with alarmist framing.
Tree74-b3s
Nov 20, 2025
It is all lies. He uses fear and hate to bully our allies. He used fear and hate to win the election (and im not convinced they didnt actually cheat to win) and im not …
It is all lies. He uses fear and hate to bully our allies. He used fear and hate to win the election (and im not convinced they didnt actually cheat to win) and im not sure he even won. What a shit show. I love the movie millers crossing. I wish someone would take them on a long walk in the woods.
Makes unsubstantiated claims about election fraud and cheating without evidence, combined with expressions of alarm.
@morganjacob1195
Mar 4, 2025
you guys came over canada and usa dont wanna work and are genuinely idiots. You are savages who left their old goda and your mama opened up her legs for jesus christ
you guys came over canada and usa dont wanna work and are genuinely idiots. You are savages who left their old goda and your mama opened up her legs for jesus christ
Makes inflammatory, unsubstantiated generalizations about immigrants' work ethic and character combined with dehumanizing language.
CzarKrishna
Jan 28, 2026
To the “pundits “ - Why are you, media, not reporting on the amounts of FENTANYL that IS PRODUCED IN AMERICA? Or why aren’t you reporting that besides bourbon, Tennessee ALSO AND KENTUCKY ARE TH3 …
To the “pundits “ - Why are you, media, not reporting on the amounts of FENTANYL that IS PRODUCED IN AMERICA? Or why aren’t you reporting that besides bourbon, Tennessee ALSO AND KENTUCKY ARE TH3 LARGEST METH DRUG PRODUCERS? Your COLLAPSING YOUR OWN COUNTRY!
Makes specific factual claims about drug production statistics without evidence and accuses media of selective reporting.
@juanvillarreal4054
Mar 4, 2025
Trump is a Russian asset...It's the only rational explanation...The Russians have already won...The markets the US is losing aren't coming back...
Trump is a Russian asset...It's the only rational explanation...The Russians have already won...The markets the US is losing aren't coming back...
Makes unsubstantiated claims about Trump being a Russian asset and predicts economic collapse without evidence.
@MrPough
Mar 4, 2025
I thought the felon Trump was going to bring prices down.?
I thought the felon Trump was going to bring prices down.?
Comment makes a factual assertion about Trump's campaign promise versus actual price outcomes without evidence, questioning the validity of a specific claim.
Unverified Claim
0.80
@jcrewzak9409
Mar 4, 2025
All white people at the food shelters
All white people at the food shelters
Makes a specific factual claim about racial composition of food shelters without evidence, implying demographic or resource allocation concerns.
mainland1396
Sep 19, 2025
Zelenski is the lying murderous dictator.
Zelenski is the lying murderous dictator.
Makes a specific factual claim about Zelenski's character and actions ('lying murderous dictator') presented without evidence or substantiation.
Unverified Claim
0.80
@seadragonrobert
Mar 4, 2025
They come here with nothing from one of the poorest countries in the world. Yet when they get here somehow they're able to afford million dollar homes million dollar businesses tens of thousands of dollars …
They come here with nothing from one of the poorest countries in the world. Yet when they get here somehow they're able to afford million dollar homes million dollar businesses tens of thousands of dollars in cars expensive. Luxuries. All while still collecting taxpayers dollars from hard-working Canadians! There's a 1% of them who conform to our laws and our ways and the ways of the Canadians. The rest are just f****** savages who don't give a s*** who abuse our system.
Makes specific factual claims about immigrants' wealth acquisition and welfare fraud without evidence, combined with dehumanizing language.
codyhannah594
Sep 20, 2025
They have friends who work in the ministry of transportation so they buy the license.
They have friends who work in the ministry of transportation so they buy the license.
Makes an unsubstantiated claim about corruption in licensing practices, presenting a conspiracy theory as fact.
ad8411
Jan 28, 2026
This is stupid and only makes sense when you realize the Kremlin is in charge of U.S. policy.
This is stupid and only makes sense when you realize the Kremlin is in charge of U.S. policy.
Presents a conspiracy theory that 'the Kremlin is in charge of U.S. policy' without evidence.
Unverified Claim
0.80
@hankstalica1922
Mar 4, 2025
14:59 Hindus believe in countless gods. Lmaaao Secondly, These people vandalize churches and arrest those who convert to Christianity. Hindus use slurs like "rice bag converts," "low caste" and so on. These are deceitful scammers.
14:59 Hindus believe in countless gods. Lmaaao
Secondly, These people vandalize churches and arrest those who convert to Christianity. Hindus use slurs like "rice bag converts," "low caste" and so on. These are deceitful scammers.
Makes unsubstantiated claims about Hindu practices and character, using stereotypes and dehumanizing language ('scammers').
SaifRaa
Sep 20, 2025
Immigration lawyer consultant are the one becomes millionaire here who knows they are all connected to the corrupt immigration worker just asking
Immigration lawyer consultant are the one becomes millionaire here who knows they are all connected to the corrupt immigration worker just asking
Makes specific factual allegations about corruption and connections between immigration lawyers and workers without evidence.
Bing-zj1nf
Nov 20, 2025
Mr President of Canada common Donald Trump know exactly what he's doing ‼️ he works for Russia he's here to destroy the United States and make it part of Russia or an ally of russia! …
Mr President of Canada common Donald Trump know exactly what he's doing ‼️ he works for Russia he's here to destroy the United States and make it part of Russia or an ally of russia! And if America doesn't stand up he's going to succeed ‼️?????????????
Makes specific factual claims about Trump working for Russia and plotting to destroy the US without evidence, presenting conspiracy-like assertions.
@JoePhantom-t3e
Mar 4, 2025
This needs to stop apparently 224 a day, 80k+ a year for each refugee, with 35000 this year alone thats almost 3 billion on just the ones who came this year, and not the previous, …
This needs to stop apparently 224 a day, 80k+ a year for each refugee, with 35000 this year alone thats almost 3 billion on just the ones who came this year, and not the previous, this country is a joke, elbows up, my tax bill is gonna be expensive on the backs of liberal sympathy
Presents specific unverified cost calculations and refugee statistics while critiquing government spending and policy.
TreeSharks
Nov 22, 2025
Trump wants to be a dictator like Putin and grow his Empire, he wants Canada as 51st state to grow his empire. That is what it’s about, not fentanyl.
Trump wants to be a dictator like Putin and grow his Empire, he wants Canada as 51st state to grow his empire. That is what it’s about, not fentanyl.
Presents specific conspiratorial claim about Trump's territorial ambitions without evidence, framed as hidden motivation behind stated policy.
@cathy1672
Mar 4, 2025
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
Makes sweeping, unsubstantiated claims about credential fraud at Brampton colleges targeting Indian immigrants.
WorldListVideos
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)