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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 5 of 162
This immediate and massive influx of "immigrants" from India and China into North America is deliberate and done with the permission of all governments involved. It is a great reset great replacement of the European …
This immediate and massive influx of "immigrants" from India and China into North America is deliberate and done with the permission of all governments involved. It is a great reset great replacement of the European populations of North America, done to run the bio-tech great reset. None of these people belong here. They have completely different histories and assumptions and narrative mythologies. I am now a foreigner in my family's. hometown of three generations.
The comment promotes conspiracy theories ('great reset,' 'great replacement') with fabricated claims about deliberate demographic engineering and government coordination.
barttare-h1k Jan 27, 2026
zionist jew government officials in our government are taking down our country from the inside out.
zionist jew government officials in our government are taking down our country from the inside out.
Makes an unsubstantiated conspiracy claim about government officials sabotaging the country based on religious/ethnic identity.
@supersonicsam1 Mar 4, 2025
Hear me out. I think Trump was threatened by Netanyahu to do this to all the countries that agreed with ICJ's arrest warrant and promised to arrest him on arrival. Netanyahu was the first leader …
Hear me out. I think Trump was threatened by Netanyahu to do this to all the countries that agreed with ICJ's arrest warrant and promised to arrest him on arrival. Netanyahu was the first leader Trump met and suddenly EU, Canada, and Mexico are being treated like this.
Presents a specific conspiracy theory about Netanyahu threatening Trump without evidence to support the causal claim.
@khaler21 Mar 4, 2025
Why do you just not get it? Everything Trump does is for the benefit of Putin. Trump is a Russian Asset! Clear and simple. The americans have voted for a president who is working for …
Why do you just not get it? Everything Trump does is for the benefit of Putin. Trump is a Russian Asset! Clear and simple. The americans have voted for a president who is working for Putin. DOH!!
Makes the unsubstantiated claim that Trump is a Russian asset working for Putin's benefit.
@michaelives9164 Mar 4, 2025
Usir mereka india 🇮🇳 itu pengacau mereka tidak ada kebersihan merka sangat kotor hancur negara
Usir mereka india 🇮🇳 itu pengacau mereka tidak ada kebersihan merka sangat kotor hancur negara
Makes sweeping, dehumanizing stereotypes about Indian immigrants using fabricated generalizations about cleanliness and national destruction, constituting both misinformation and xenophobic fear-mongering.
mubarakpstin3919 Feb 20, 2026
Putin bought billions in trump coin. Trump has been paid for, just like the Chinese crypto crook who's case was just dropped for no reason last week. His name is Justin Su, he bought 70+ …
Putin bought billions in trump coin. Trump has been paid for, just like the Chinese crypto crook who's case was just dropped for no reason last week. His name is Justin Su, he bought 70+ million in trumps crypto. It's a direct payment to trump who owns over 80% of the coin holding.
Makes specific factual assertions about cryptocurrency transactions, political payments, and ownership percentages without providing evidence or sources.
@dominickbrookes5103 Mar 4, 2025
Watching Jewish NGOs and Jewish lawmakers and Catholic NGOs flood white countries with brown people is total bullshit. It's demographic warfare on white people. These pieces of shit need to be held accountable
Watching Jewish NGOs and Jewish lawmakers and Catholic NGOs flood white countries with brown people is total bullshit. It's demographic warfare on white people. These pieces of shit need to be held accountable
Promotes conspiracy theory about coordinated demographic replacement by specific religious/ethnic groups, combining false claims with threat framing.
fertnerker9878 Jan 27, 2026
It’s the global elites trying to eliminate white people in their own countries
It’s the global elites trying to eliminate white people in their own countries
Promotes a conspiracy theory about global elites deliberately eliminating white populations through immigration policy.
Unclerico25 Jan 28, 2026
It’s worth noting j*ws & Indians are good at one thing, to keep you distracted from the real issues. Both have created a tight-knit networks form, leading to hiring that favors people from the same …
It’s worth noting j*ws & Indians are good at one thing, to keep you distracted from the real issues. Both have created a tight-knit networks form, leading to hiring that favors people from the same community rather than merit this gives them huge benefits
Makes sweeping, unsubstantiated claims about ethnic groups engaging in nepotism and distraction tactics, promoting conspiracy thinking.
RIZZY577-pv1sf Jan 27, 2026
True all crime take place at a gurudware including sales off alchole in oman.
True all crime take place at a gurudware including sales off alchole in oman.
Makes a sweeping, demonstrably false claim linking a specific religious/ethnic group to crime without evidence.
dixondpenha9395 Feb 20, 2026
Trump doesn’t have a choice in the matter because of the sex tape.
Trump doesn’t have a choice in the matter because of the sex tape.
Makes an unsubstantiated conspiracy claim about Trump being coerced by a 'sex tape' without evidence.
@rogermartinez78 Mar 4, 2025
we will invade all develop nations like british invaded most countries and steal all the wealth and take it back to india. all Immigrant indian are trained agent by india secret agencies and the sole …
we will invade all develop nations like british invaded most countries and steal all the wealth and take it back to india. all Immigrant indian are trained agent by india secret agencies and the sole purpose is to bring back the wealth and make india great again.
Presents a conspiracy theory claiming Indian immigrants are trained agents engaged in wealth theft, combining fabricated claims with alarmist rhetoric.
jattsingh001 Feb 21, 2026
they want to bring poop eating in canada
they want to bring poop eating in canada
Makes a demonstrably false and inflammatory claim designed to provoke fear about immigrants, representing both misinformation and threat-based rhetoric.
magneticpsychologyofficial Feb 20, 2026
I have not met one person that says they have voted liberal.?. The election was 100% rigged. We are in serious trouble. We need to wake the fuck up.!
I have not met one person that says they have voted liberal.?. The election was 100% rigged. We are in serious trouble. We need to wake the fuck up.!
Asserts unsubstantiated claims about election rigging and calls for collective action ('wake up') based on conspiracy theory.
DBR777productions Aug 29, 2025
Never let Indians near water bodies, water bodies are infected with fecul bacteria.
Never let Indians near water bodies, water bodies are infected with fecul bacteria.
Makes a specific false/unverified health claim targeting Indians, functioning as both fabricated claim and ethnic stereotype.
MullBatoora-kf6cj Aug 25, 2025
Designated shetting streets
Designated shetting streets
References a false and offensive stereotype used to demean a specific group.
GengaDrama Jan 27, 2026
It gets bad they own every fast food business or gas station and only hire Indians 🤣
It gets bad they own every fast food business or gas station and only hire Indians 🤣
Makes a sweeping, unsubstantiated claim about Indian business ownership and hiring practices presented as fact.
Jamesthegoon_gm Jan 27, 2026
they scam us and eat poo, that's wild bro
they scam us and eat poo, that's wild bro
Contains demonstrably false and offensive stereotypes presented as fact.
DarkTempz Jan 27, 2026
No we don't they are disgusting. And can't drive ppl hate going anywhere close to durka land .the crime the scamers.. we hate the smell they are rude horrible ppl ... crime and scams
No we don't they are disgusting. And can't drive ppl hate going anywhere close to durka land .the crime the scamers.. we hate the smell they are rude horrible ppl ... crime and scams
Makes sweeping false generalizations about Indian immigrants using dehumanizing language, slurs, and fabricated claims about crime and behavior.
wattscee1 Jan 27, 2026
USSR has taken over america
USSR has taken over america
Makes an unsubstantiated conspiracy claim that the USSR has taken over America without evidence.
@DayzCouple Mar 4, 2025
« Prev 5 / 162 Next »

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Category Distribution

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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

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)