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
You don't worry if Indian food tastes bad, you worry if the food is bad. As in food poisoning. Mainly because Indian personal hygiene is non existent.
You don't worry if Indian food tastes bad, you worry if the food is bad. As in food poisoning. Mainly because Indian personal hygiene is non existent.
Makes a specific factual claim about hygiene practices of an ethnic group without evidence, presenting stereotype as fact.
Trueblood2020
Jan 27, 2026
Some think Trump purposely tanked the deal because Putin wants the minerals. Either way Trump is an ass and those of us not in the cult know he doesn’t care about anything
Some think Trump purposely tanked the deal because Putin wants the minerals. Either way Trump is an ass and those of us not in the cult know he doesn’t care about anything
Presents unsubstantiated claim that Trump tanked a deal for Putin's mineral interests, combined with moral condemnation.
@auntbee2745
Mar 4, 2025
Shame on you, CNN! Taking the side of a dictator wanna be when Canada and Mexico is trying to work with our lousy president! Shame on you! Wake up people! Trump is Putin’s puppet. He …
Shame on you, CNN! Taking the side of a dictator wanna be when Canada and Mexico is trying to work with our lousy president! Shame on you! Wake up people! Trump is Putin’s puppet. He is selling out the United States for God sake wake up!
Asserts Trump is Putin's puppet and selling out the US without evidence, while calling others to wake up and take notice.
@Deedee-f9k5u
Mar 4, 2025
lol i fly about monthly from YVR, as soon as you exit the plane and walk into the airport it feels like india, its gotta stop 90 percent of them are scammers and just need …
lol i fly about monthly from YVR, as soon as you exit the plane and walk into the airport it feels like india, its gotta stop 90 percent of them are scammers and just need to go, but m0r0ns elected the liberals again, and well if you check the numbers so far on the immigration website, they are already set for another record year, they are not lowering the numbers its all gas lighting.
Makes specific factual claims ('90 percent are scammers') without evidence while expressing security concerns and criticizing government policy.
TreeSharks
Jan 27, 2026
ALL OF THEM SOUND SKETCHY AND SKETCHY ANSWERS! They all know they’ve been handsomely paid off and now they must cover their tracks!! 🇮🇳
ALL OF THEM SOUND SKETCHY AND SKETCHY ANSWERS! They all know they’ve been handsomely paid off and now they must cover their tracks!! 🇮🇳
Makes unsubstantiated claims that officials are 'handsomely paid off' and 'covering tracks,' combined with suspicion and alarmism about corruption.
gregmcqueen4540
Sep 29, 2025
Trump is just right squeezing India US migration. They’re masters of fraudulence.
Trump is just right squeezing India US migration. They’re masters of fraudulence.
Makes an unsubstantiated generalization that Indians are 'masters of fraudulence,' combining stereotype with unsupported factual claim.
2ndamendment980
Sep 29, 2025
Why would Canadians be upset?! They bring plane loads of unvetted immigrants here, give them free housing, free medial, free dental, free housing, free food, money for expenses, easy bail for crimes, allow them to …
Why would Canadians be upset?! They bring plane loads of unvetted immigrants here, give them free housing, free medial, free dental, free housing, free food, money for expenses, easy bail for crimes, allow them to infiltrate key employment then restrict regular Canadians from being employed!! Silly us!! Thank you Liberal voters!
Lists multiple unsubstantiated claims about government benefits to immigrants and employment restrictions without evidence, combined with policy criticism.
RottiX4
Aug 25, 2025
79,000 people brought in on a fake premise. I guarantee these people were not vetted, at all. I'm all for diversity, as our Country has been for over a 100 years, but these people need …
79,000 people brought in on a fake premise. I guarantee these people were not vetted, at all. I'm all for diversity, as our Country has been for over a 100 years, but these people need to go back home and stop stealing the jobs and wealth of our Country, Canada is not a economical handout.
Makes unsubstantiated claims about lack of vetting and job theft while critiquing immigration policy and economic impacts.
desro5494
Sep 29, 2025
Yeah, anyone who thinks Donald is in charge is living in a fantasy world. Elon and the other oligarchs are in charge, and they want to rule us all. There's a plan here. Make no …
Yeah, anyone who thinks Donald is in charge is living in a fantasy world. Elon and the other oligarchs are in charge, and they want to rule us all. There's a plan here. Make no mistake about that, and it doesn't involve the rest of us having rights.
Presents specific factual claims about power structures (Elon and oligarchs controlling government) without evidence, combined with dystopian threat framing.
@Hemingway-dq4fx
Mar 4, 2025
@9:50 bruh why is he lying. they are working under the table .
@9:50 bruh why is he lying. they are working under the table .
Accuses someone in the video of lying and makes a specific factual claim about undocumented work without evidence.
Unverified Claim
0.80
87sabbo
Sep 23, 2025
We all know the frauds mostly come from Indians. No need to investigate😂
We all know the frauds mostly come from Indians. No need to investigate😂
Makes unsubstantiated claim that fraud 'mostly comes from Indians' presented as fact, with sarcastic emoji.
renataferreira8829
Sep 29, 2025
@robertedward7023 The channels you watch spoon fed you propaganda day and night. Try doing your own research for once in your life. Canada is making everything that goes into Fentanyl. They do NOT want our …
@robertedward7023 The channels you watch spoon fed you propaganda day and night. Try doing your own research for once in your life. Canada is making everything that goes into Fentanyl. They do NOT want our borders closed. Go see how much is really coming in from the northern border. It's not the 2% that they apprehend!!!! It kills 200 Americans PER DAY!!! EVERYDAY!!!
Makes specific factual claims about fentanyl production, border apprehension rates, and death statistics without evidence, combined with alarmism.
@n_baileyname2698
Mar 4, 2025
Talks about getting the good ones says one pooped on the bus 😑
Talks about getting the good ones says one pooped on the bus 😑
Presents a specific anecdotal claim ('one pooped on the bus') as evidence contradicting a generalization about 'good ones.'
acemoonwolf
Jan 27, 2026
Russians are in the OVAL OFFICE!!! Donald Trump is a traitor and a KBG Plant!! He was recruited by his first wife a KBG agent who was brought to the US in 1978. as part …
Russians are in the OVAL OFFICE!!! Donald Trump is a traitor and a KBG Plant!! He was recruited by his first wife a KBG agent who was brought to the US in 1978. as part of a plot to break in to the NYC real estate market!!! The idea was to find a way to launder the increasing profits from Moscows drug and gambling operations!!! He has worked with the Russians for many years and is a personal friend of Putins!!! Russia has control of the US GOVERNMENT AND THEY ARE BUSY DESTROYING THE US ECONOMY AND DEMOCRACY!!! You might as well put Putin in charge!!! Hopefully they will arrest and IMPEACH Trump and his government, before it's too late to do anything!!!
Makes multiple unsubstantiated conspiratorial claims about Trump, Putin, and Russian infiltration without evidence, combined with alarmist rhetoric.
@user-jl3od4wp3o
Mar 4, 2025
trump is just trying to trash the canadian economy so he can make it the 51st state....he trying to be like his hero named putin
trump is just trying to trash the canadian economy so he can make it the 51st state....he trying to be like his hero named putin
Makes unsubstantiated claims about Trump's intentions to make Canada the 51st state and compares him to Putin without evidence.
@lonewolf6805
Mar 4, 2025
No surprise India is the top country for frauds. And stop mass immigration from India. It's a disaster
No surprise India is the top country for frauds. And stop mass immigration from India. It's a disaster
Makes a specific factual claim linking India to fraud without evidence, then calls for policy restriction.
kingcobra915
Sep 29, 2025
Trump and the Republicans have sold out to Putin.
Trump and the Republicans have sold out to Putin.
Makes a specific factual assertion about Trump and Republicans' alleged collusion with Putin without supporting evidence.
Unverified Claim
0.80
@david4096
Mar 4, 2025
Most of the Drugs in Canada come from the USA. The drug trade comes from the south and moves north into Canada not from Canada to the USA.
Most of the Drugs in Canada come from the USA. The drug trade comes from the south and moves north into Canada not from Canada to the USA.
Commenter makes a specific directional claim about drug trade flow between countries without supporting evidence, presented as factual assertion.
@nicholaskelly9791
Mar 4, 2025
A paid for by you (tax payers thx govt) Trojan horse’d in the continuation of The Crusades.
A paid for by you (tax payers thx govt) Trojan horse’d in the continuation of The Crusades.
Makes a specific conspiratorial claim about government-funded immigration as a deliberate strategy ('Trojan horse') without evidence, framed as religious/historical conflict.
shibawiinu
Aug 26, 2025
the problem of immigration is due to women in the workplace
the problem of immigration is due to women in the workplace
Makes a causal claim linking women in the workplace to immigration problems without evidence or explanation.
Unverified Claim
0.80
Stjepannn
Sep 29, 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)