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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
Page 70 of 162
Tyler you can go to a Tim Hortons in a small town in the middle of nowhere Ontario and 75% of the staff will be Indian.
Tyler you can go to a Tim Hortons in a small town in the middle of nowhere Ontario and 75% of the staff will be Indian.
Presents a specific factual claim (75% of Tim Hortons staff in rural Ontario are Indian) without evidence, implying demographic concern.
TheDanAge Jan 27, 2026
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
Canada has no ICE so everyone is staying
Canada has no ICE so everyone is staying
Makes a false claim about Canada lacking immigration enforcement (ICE), presenting it as factual explanation for immigration patterns.
artifexdei3671 Jan 20, 2026
Now COMPLETELY OFF Subject. BUT This is a BIG Problem. When the US V.Pres. BELIEVES MY Country UK. HAS NOT Been any armed Conflict, within the Past 30-40xYrs. AND LETS Just say Politly HE NO'S …
Now COMPLETELY OFF Subject. BUT This is a BIG Problem. When the US V.Pres. BELIEVES MY Country UK. HAS NOT Been any armed Conflict, within the Past 30-40xYrs. AND LETS Just say Politly HE NO'S ABS J/S! As Just 1x Armed incident (N.Ireland Troubles). Was 1969-1994/5. SO basically he No:s F-ALL! So UR President IS AS FAKE As the Orange Peel on his skin.
Makes specific factual claim that US VP believes UK had no armed conflict in 30-40 years without evidence, presented as fabricated ignorance.
@PeterCummins-gm2bu Mar 4, 2025
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
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
The guy on the bike was straight up ly ing. Indians don't e at p oop, that was just one man and one village. Indians are also well known for their intelligence.
The guy on the bike was straight up ly ing. Indians don't e at p oop, that was just one man and one village. Indians are also well known for their intelligence.
Defends against a false stereotype while asserting positive claims about Indian intelligence, mixing fact-checking with identity assertion.
mangopudding5979 Jan 27, 2026
Trump works for Putin, when you view things through that lense, it makes perfect sense.
Trump works for Putin, when you view things through that lense, it makes perfect sense.
Makes a specific factual assertion ('Trump works for Putin') presented without evidence, framed as explanatory framework.
@cubajonesie Mar 4, 2025
Don't forget that these Indians attempted to assassinate a political opponet.
Don't forget that these Indians attempted to assassinate a political opponet.
Makes a serious allegation about assassination attempts without context or evidence, spreading potentially false claims.
DemonicVodNic Jan 27, 2026
17:09 did he make you shit in the street before you entered Canada
17:09 did he make you shit in the street before you entered Canada
Offensive stereotype presented as crude humor, referencing false claims about sanitation practices in India.
neoclassic09 Jan 27, 2026
Trump is Russia asset. This is what putin want his orange puppet to do. To destroy the us and its allies. Looks like this traitor doing a damn good job as we speak
Trump is Russia asset. This is what putin want his orange puppet to do. To destroy the us and its allies. Looks like this traitor doing a damn good job as we speak
Makes specific factual assertions about political figures and foreign influence without evidence, presenting conspiracy-like claims.
@HoangTran-zk8id Mar 4, 2025
East Indian people paint their houses with cow dung. They believe that because “Krishna” was the highest manifestation of God who was a “cow herd” loved cows. That’s where the term “sacred cow” comes from. …
East Indian people paint their houses with cow dung. They believe that because “Krishna” was the highest manifestation of God who was a “cow herd” loved cows. That’s where the term “sacred cow” comes from. Krishna is the Indian God of love. Hindus have taken this belief to the extreme by consuming cow dung,…
Makes specific unsubstantiated claims about Hindu practices (cow dung consumption) presented as fact without evidence.
wildmanken1236 Jan 27, 2026
Thanks for making this video! What's crazy that people might not understand is it's not isolated to just that city. It's every major populated city in Canada is getting overrun. Most minimum wage jobs and …
Thanks for making this video! What's crazy that people might not understand is it's not isolated to just that city. It's every major populated city in Canada is getting overrun. Most minimum wage jobs and security are always 95% Indians. I don't understand how this was aloud..
Presents specific factual claims about employment demographics and systemic overrepresentation without evidence, framing it as a widespread problem.
Jam_Ram Jan 27, 2026
I thought these people was peaceful thats the propaganda the system has painted about these people the truth is something else they are very rude and not good neighbors
I thought these people was peaceful thats the propaganda the system has painted about these people the truth is something else they are very rude and not good neighbors
Makes unsupported generalizations about a group's behavior and character, contrasting claimed propaganda with anecdotal 'truth'.
AH031 Jan 27, 2026
No its lile the somali fraud. Policitcans use the Indians as pawns to laubder and funnel money. And they need the scam to get rich and the indians are happy to be the pawns they …
No its lile the somali fraud. Policitcans use the Indians as pawns to laubder and funnel money. And they need the scam to get rich and the indians are happy to be the pawns they get wealthy oarticipating
Makes specific but unsubstantiated claims about politicians using Indian immigrants for money laundering and fraud schemes.
Honeyddripdiddler Jan 27, 2026
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
US. Is. Allied. With. Russia. Now.
US. Is. Allied. With. Russia. Now.
Factual claim about US-Russia alliance presented without evidence, functioning as alarmist assertion.
@garmatey3816 Mar 4, 2025
Canada is the WEF playground.
Canada is the WEF playground.
Conspiracy theory claiming Canada is controlled by the World Economic Forum, combining misinformation with threat framing.
outdoorloser4340 Jan 27, 2026
im sure much more Fentanyl flows INTO Canada FROM America. This is bonkers
im sure much more Fentanyl flows INTO Canada FROM America. This is bonkers
Makes a specific factual claim about fentanyl flows from America to Canada without evidence.
@zonapirate Mar 4, 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
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Discourse Taxonomy

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Category Distribution

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Classifier Confidence

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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

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)