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
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. …
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. Buy a house with stolen money. The own and work in all convenience stores, gas stations where they also sell stolen goods. The do fraud. Operation Big Red a cargo theft ring, Brampton's Peel region is second in the world for most stolen cargo, second to LA.
Duplicate of previous comment making unsubstantiated claims linking a specific ethnic group to cargo theft crimes.
JTOWN-y2l
Jan 29, 2026
The Indians here in Indiana are buying up all the gas stations and turning them into "smoke shops" and most people avoid their shops...also the apartments they pack them in, live with cockroaches and do …
The Indians here in Indiana are buying up all the gas stations and turning them into "smoke shops" and most people avoid their shops...also the apartments they pack them in, live with cockroaches and do not clean and are just dumb people.
Makes sweeping negative generalizations about Indian immigrants with dehumanizing language and unsubstantiated claims.
justmissjamey
Jan 27, 2026
I'm not surprised about the bad driving. Watch any Indian IRL streamer and all you hear is constant honking. Indians have no patience when driving, they just honk and honk and keep driving by their …
I'm not surprised about the bad driving. Watch any Indian IRL streamer and all you hear is constant honking. Indians have no patience when driving, they just honk and honk and keep driving by their own rules.
Makes a false generalization about Indian drivers based on anecdotal evidence from streamers, stereotyping an entire nationality.
LordKohaegan
Jan 27, 2026
More immigrants more money ..thats why they invite a lot of new comers..
More immigrants more money ..thats why they invite a lot of new comers..
Makes unsubstantiated claim that government invites immigrants primarily for financial gain without evidence.
PulubeMotoVlog-ud1tw
Sep 10, 2025
They come from private one room universities in India without any acredition or check how they graduated. Money works and fake degrees are allotted.
They come from private one room universities in India without any acredition or check how they graduated. Money works and fake degrees are allotted.
Makes unsubstantiated claims about fake degrees and fraudulent credentials from Indian universities.
Didi-o3c9q
Mar 2, 2026
Thewy are more than likely living/hiding in Toronto, Ontario' the city is over run by them.
Thewy are more than likely living/hiding in Toronto, Ontario' the city is over run by them.
Asserts an unsubstantiated claim about Toronto being 'overrun' with a specific group, implying demographic threat.
ginevrawilliams866
Oct 5, 2025
This is a World Economic Forum project. Vote conservative and get our country back.
This is a World Economic Forum project. Vote conservative and get our country back.
Makes an unsubstantiated claim that immigration is a WEF project, then calls for voting conservative as a solution.
kimparke6653
Aug 28, 2025
Indians are know for scamming: look st the scam call center in India, they even send in people in person to scam elders in the USA. There is that guy scamming out of gold bars …
Indians are know for scamming: look st the scam call center in India, they even send in people in person to scam elders in the USA. There is that guy scamming out of gold bars from an old veteran pretending he was with the military. India is know for corruption, rape against women, murders and scamming. Indians need to fix india and stay in india.
Makes sweeping factual claims about Indian nationals as scammers and criminals without evidence, combined with ethnic stereotyping and calls for exclusion.
davrocket5304
Sep 28, 2025
Majority of new Indian Sikhs in Canada dont want khalistan for starters... Its just old sikhs immigrants and their low iq grandchildren
Majority of new Indian Sikhs in Canada dont want khalistan for starters... Its just old sikhs immigrants and their low iq grandchildren
Makes unsubstantiated claims about immigrant groups and uses dehumanizing language with false generalizations.
ManinderSinghSidhu89
Jan 27, 2026
Its all staged trump and this goof ball are in on a world wide masonic satanic take over.
Its all staged trump and this goof ball are in on a world wide masonic satanic take over.
Presents unfounded conspiracy theory about staged events and secret organizations without evidence.
@TheWorldisALie007
Mar 4, 2025
The problem for trump is he look like he volunteered to be an agent of putin..
The problem for trump is he look like he volunteered to be an agent of putin..
Makes a specific factual assertion (Trump is Putin's agent) presented without evidence, implying conspiracy.
@tavzung2386
Mar 4, 2025
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the …
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the room”, politicians won’t talk about, nobody knows what to do. Cowards.
Makes unsubstantiated conspiracy claims about Canada being 'captured' by foreign interests without evidence.
ll5568
Feb 27, 2026
Donvict, The “Greatest Businessman” who bankrupted 3 casinos and lost over $1B in 10 years.\nMAGA: Make Russia Great Again. (FYI: Abbreviations doesn't matter to Donvict supporters...most can't spell)
Donvict, The “Greatest Businessman” who bankrupted 3 casinos and lost over $1B in 10 years.\nMAGA: Make Russia Great Again. (FYI: Abbreviations doesn't matter to Donvict supporters...most can't spell)
Presents specific factual claims about Trump's business failures and makes a conspiracy-adjacent claim about Russia, delivered sarcastically.
@deadave100
Mar 4, 2025
Wow, it's like the powers that be in Canada for the last 10 years drilled into people's heads on social media, that being a racist is worse than being a murderer, and then proceeded to …
Wow, it's like the powers that be in Canada for the last 10 years drilled into people's heads on social media, that being a racist is worse than being a murderer, and then proceeded to flood the country with immigrants from India and hope that people would self-censor and not say anything.
Presents a conspiracy theory about government manipulation of social attitudes combined with demographic anxiety about immigration.
PhilMckraken1111
Jan 28, 2026
In 1956, Nikita Khrushchev, the leader of the Soviet Union after Stalin’s death, said, “We will take America without firing a shot. We do not have to invade the U.S. We will destroy you from …
In 1956, Nikita Khrushchev, the leader of the Soviet Union after Stalin’s death, said, “We will take America without firing a shot. We do not have to invade the U.S. We will destroy you from within.”
Presents a specific historical quote attributed to Khrushchev without verification, commonly circulated as an unverified claim in Cold War discourse.
@kittycat-f2j
Mar 4, 2025
The plan is made for sure. These mf's will replace canada and mexic trade with Russia. \nOil, gas, mineral resources. It's ao obvious. They planned it all along.
The plan is made for sure. These mf's will replace canada and mexic trade with Russia. \nOil, gas, mineral resources. It's ao obvious. They planned it all along.
Presents a specific conspiracy theory about planned trade replacement with Russia without evidence.
@mihaipop5266
Mar 4, 2025
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a …
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a law were if just one of your family members stayed in Canada for 3 years all of their family will become citizens without ever stepping into the country and people can now bring over their elderly parents also they get 83 thousand dollars a year they used the system against us arranged marriages...
Contains multiple unverified claims about Indian immigration numbers, visa policies, and benefits that appear fabricated or exaggerated.
spencergear
Jan 27, 2026
I think The bike guy daughter was smash by a indian soo The white monkey acting like that first learn to wipe your a**😂
I think The bike guy daughter was smash by a indian soo
The white monkey acting like that first learn to wipe your a**😂
Makes unsubstantiated claims about a specific incident while using derogatory language and ethnic stereotyping.
dhanushmj952
Jan 28, 2026
Anyone supporting Trudeau is a fentanyl addict
Anyone supporting Trudeau is a fentanyl addict
Makes a sweeping, unverified factual claim linking Trudeau supporters to drug addiction without evidence.
Unverified Claim
0.82
@kpb9010
Mar 5, 2025
FAKE STUDENT PERMIT. IS WORST. THEY ARE NOT REAL STUDENT
FAKE STUDENT PERMIT. IS WORST. THEY ARE NOT REAL STUDENT
Makes specific factual claim about fake student permits without evidence, presented as established fact.
jeansecjadas289
Oct 12, 2025
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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)