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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

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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 76 of 162
Indians are taking white teenagers jobs. They are the worse invaders you could ever find
Indians are taking white teenagers jobs. They are the worse invaders you could ever find
Presents unsubstantiated claim that Indians are taking white teenagers' jobs and frames them as 'invaders,' combining factual assertion with identity framing.
chriswilson3698 Jan 27, 2026
It all boils down to how the Indians are raised in their own country. They are raised with the individual mentality. Do for yourself, and to hell with the others. Leave it for someone else …
It all boils down to how the Indians are raised in their own country. They are raised with the individual mentality. Do for yourself, and to hell with the others. Leave it for someone else to take care of. This is why their country is one of the dirtiest in all the world. They use the streets as a garbage can or toilet, then just leave it for someone else to clean it up. But, when everyone is raised with this attitude, there's no one left to clean it up. In India, they have the "untouchables". Yes, the caste system is still operating in India, although it's not recognized by the government. It's the untouchables that are supposed to clean up all the trash and feces off the streets, but they never do. They don't get paid to do it. This is why their trash clean up is so poor as far as having trucks go around and pick it up to take to a landfill. There are very few untouchables and the other people won't work for the trash pick up companies, because they feel it's beneath them. So, they trash their country and instead of cleaning it up, they move to another country to trash it. My brother used to be a truck driver for many years. Every time he saw a truck rolled over on it's side, he'd say "Must have been an Indian", because every rolled over truck he ever saw was driven by someone from India. If you look at videos of the traffic in India, you will see lot of trucks rolled over, and you'll see no one pay attention to stop lights, stop signs and everyone just cuts off everyone. This is the individual idea. I have to get somewhere, so I will cut you off to get there. It's always "Me, me, me". This attitude causes so many wrecks. Westerners have a hard time driving in India because we are all raised with everyone in mind, not just ourselves. We are a community, not an individual. We need to put a big wall around India and stop all airplanes going in and out, so they don't spread their diseased ideals of life and end up ruining another country. Do you know why India doesn't really take military training very seriously? Because no other country wants to invade and have to deal with the clean up. At this point, it's just about impossible to ever clean that country up.
Makes sweeping, unsubstantiated generalizations about Indian cultural practices and driving behavior, mixing anecdotal claims with false stereotypes to support an alarmist narrative.
macD723 Jan 27, 2026
You speak neither English or French? You make broom handles? you belong to a sexist idiot religion? You have 15 kids and can't even take care of yourself? You hate the West and want to …
You speak neither English or French? You make broom handles? you belong to a sexist idiot religion? You have 15 kids and can't even take care of yourself? You hate the West and want to see it destroyed? Your kids are annoying, loud and terrible? Ok you are perfect for Canada and here's 80 grand and house. Honestly, these are the people I'm constantly meeting as a teacher. Canada will be crumbling for the next 40 years, easy.
Presents anecdotal teaching experience as evidence of immigrant stereotypes (language, religion, family size, values) without substantiation, predicting national decline.
stelladavis7832 Jun 21, 2025
they drive truck anda killed people. They cant drive
they drive truck anda killed people. They cant drive
Makes a sweeping, unsubstantiated claim about a group's driving and violence, combining false generalization with threat rhetoric.
maxlamenace244 Jan 27, 2026
Trump seems to be an agent provocateur for Russia. Becomes more obvious each day.
Trump seems to be an agent provocateur for Russia. Becomes more obvious each day.
Presents a specific factual claim (Trump is a Russian agent) without evidence or substantiation.
@steveblake4187 Mar 4, 2025
At 400 per week it will take 95 years to deport 2 million immigrants.
At 400 per week it will take 95 years to deport 2 million immigrants.
Presents a specific mathematical claim about deportation rates and timelines without evidence to support the assertion.
notfoolediknowthetruth3101 Dec 26, 2025
I guess we have to get used to living with rapist and child molesters getting whatever they want. Since Trump literally got the sex offender brothers in the country so they skip out on justice …
I guess we have to get used to living with rapist and child molesters getting whatever they want. Since Trump literally got the sex offender brothers in the country so they skip out on justice just like Donnie got to do. That's the country we live in. A country where literally rapist and child molesters are granted safe passage and decent people with integrity are talked to like criminals. It's absolutely shameful to be an American
Makes specific factual claims about Trump granting safe passage to sex offenders without evidence, presented as fact.
@AntisocialAtheist1 Mar 4, 2025
How come you don't go to New York and check out the fraud in the Jewish community
How come you don't go to New York and check out the fraud in the Jewish community
Deflects from the video's topic by making an unsubstantiated accusation against another community, potentially spreading false claims.
elsaarauz2188 Jan 27, 2026
Don’t be surprised Trump is trying to force his allies into a position where he will ‘claim’ they’re a danger to the US, so he can convince he owned and controlled political party and goons …
Don’t be surprised Trump is trying to force his allies into a position where he will ‘claim’ they’re a danger to the US, so he can convince he owned and controlled political party and goons to ‘defend ‘ America and justify a war on those countries to gain control of their territories :(
Presents a specific conspiratorial claim about Trump's alleged strategy to manufacture justifications for war without evidence, combined with threat framing.
@roylidstone3678 Mar 4, 2025
And the money collected from Trump’s tariffs will go to the department of finance, which is under Musk’s control. If a light didn’t go on in your mind, read the first sentence over again.
And the money collected from Trump’s tariffs will go to the department of finance, which is under Musk’s control. If a light didn’t go on in your mind, read the first sentence over again.
Presents a specific factual claim (tariff revenue going to Musk-controlled department) without evidence, suggesting a conspiracy.
@fraudbuster1456 Mar 4, 2025
If it's that easy to infiltrate, record on camera, and do; there's no excuse why our Government with near infinite resources couldn't. The purpose of a system is what it does. They allow this on …
If it's that easy to infiltrate, record on camera, and do; there's no excuse why our Government with near infinite resources couldn't. The purpose of a system is what it does. They allow this on purpose
Conspiracy theory claiming the government deliberately allows infiltration and criminal activity as part of a hidden agenda.
BDra7 Jan 27, 2026
Many come with fake study visa, then go to downtown Toronto and do uber eats on their moped/ebikes. They drive extremely recklessly, often without lights at night or stopping in the middle of the bike …
Many come with fake study visa, then go to downtown Toronto and do uber eats on their moped/ebikes. They drive extremely recklessly, often without lights at night or stopping in the middle of the bike lanes glued to their phone. Its absolutely ridiculous the amount of close calls i have had with them, going down the wrong way, running stop signs and red lights.
Makes specific claims about fake study visas and reckless driving behavior by immigrants without evidence, implying ethnic/national targeting through anecdotal observation.
bobuxman69 Sep 19, 2025
the sponsor is a scam btw dont download
the sponsor is a scam btw dont download
Makes unsubstantiated claim about a sponsor being a scam, likely spam or misinformation.
TickleMonsta420 Jan 27, 2026
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India …
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India airlines
Makes specific factual claims about fake students and fraudulent documents ('over 30k a year') without evidence, presented as rumor.
kw9377 Jan 27, 2026
THAT TRAITOR IS WORKING FOR FUCKING RUSSIA
THAT TRAITOR IS WORKING FOR FUCKING RUSSIA
Makes an unsubstantiated factual claim that the PM is working for Russia without evidence.
@michaela0elisej667 Mar 4, 2025
Now think about it...Putin's plan stage 2. Isolate America after UK's brexit. Individually, EU contureas are not strong enough.
Now think about it...Putin's plan stage 2. Isolate America after UK's brexit. Individually, EU contureas are not strong enough.
Presents a conspiracy theory about Putin's multi-stage plan to isolate America without evidence.
@ryoichinakamura5241 Mar 4, 2025
AFTER SUCCESSFULLY 🇮🇳 🕉 P💩💩PING OUTSIDE IN CANADA 🇨🇦 IT'S PART OF INDIAN CULTURE AND CANADA 🇨🇦 IS MULTICUTURAL 🇮🇳 🕉 NOW INDIAN 🇮🇳 🕉 ARE P💩💩PING OUTSIDE IN AUSTRALIA 🇦🇺 IS AUSTRALIA 🇦🇺 MULTICUTURAL???😂😂😂
AFTER SUCCESSFULLY 🇮🇳 🕉 P💩💩PING OUTSIDE IN CANADA 🇨🇦 IT'S PART OF INDIAN CULTURE AND CANADA 🇨🇦 IS MULTICUTURAL 🇮🇳 🕉 NOW INDIAN 🇮🇳 🕉 ARE P💩💩PING OUTSIDE IN AUSTRALIA 🇦🇺 IS AUSTRALIA 🇦🇺 MULTICUTURAL???😂😂😂
Inflammatory stereotyping using crude language and false cultural generalizations presented sarcastically across multiple countries.
shakeelkhan3119 Jan 27, 2026
It has never been about fentanyl. It is about weakening Canada's economy. I do believe he wants to annex Canada.
It has never been about fentanyl. It is about weakening Canada's economy. I do believe he wants to annex Canada.
Makes specific factual claims about Trump's intentions (economic weakening, annexation) without evidence, presented as conspiracy theory.
@LadyHeathersLair Mar 4, 2025
He should just say that Trump is a Russian agent.
He should just say that Trump is a Russian agent.
Suggests making an unsubstantiated accusation that Trump is a Russian agent.
@ishdenzel Mar 4, 2025
Yes it is hard to find work. They have taken over bc of the government kick backs
Yes it is hard to find work. They have taken over bc of the government kick backs
Makes specific factual claim about government kickbacks causing job displacement without evidence.
ancacox8886 Aug 25, 2025
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Discourse Over Time

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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)