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
Punj** these left cast!iest religion and found new, but its effects and ideology is still carried, when such beliefs enter your mind and body, extreme selfishness, corruption, no care for others, extreme pride, these things …
Punj** these left cast!iest religion and found new, but its effects and ideology is still carried, when such beliefs enter your mind and body, extreme selfishness, corruption, no care for others, extreme pride, these things happen dru* 💊 extortion, how come so many let inside without doing proper police checks, what is happening in this country, as one MP said Rwanda is much safer than 🇨🇦
Punj* and casti est faith will bring no good to any community or Nation
Why follow rules when you have no beliefs, so enjoy this life do what ever to make you happy, why care about others, beliefs reincarnation, anyway i am gonna be ant insect or animal when i die, what would such beliefs bring ? This is what extreme selfishness corruption....
Makes sweeping, unsubstantiated claims linking religious/caste identity to corruption and criminality, with fabricated concerns about security vetting.
Globetrotter2022
Feb 11, 2026
The corrupt politicians are allowing Canada to be invaded. And you can't vote them out because the elections are rigged. It wont be long until there are no more Canadians in Canada. The country will …
The corrupt politicians are allowing Canada to be invaded. And you can't vote them out because the elections are rigged. It wont be long until there are no more Canadians in Canada. The country will need to be renamed.
Makes demonstrably false claims about rigged elections and uses alarmist language about national replacement without evidence.
christinah7716
Jan 27, 2026
If you want a job in any of Amazon fulfillment in Edmonton, you need to pay $640 to an Indian supervisor. Indians brought their corruption with them.
If you want a job in any of Amazon fulfillment in Edmonton, you need to pay $640 to an Indian supervisor. Indians brought their corruption with them.
Makes a specific false claim about hiring practices and generalizes corruption to an ethnic group without evidence.
thegreatnormad3424
Feb 24, 2026
This is all planned by the global elites.
This is all planned by the global elites.
The comment asserts a conspiracy theory about global elites orchestrating immigration without evidence.
Unverified Claim
0.88
FredWilliams-j9e
Feb 9, 2026
Youth unemployment is at an all-time high because Gurjeet and her 14 brothers are all 30 years old working at every fast food chain in Canada. I legit haven't seen a non-indian working a minimum …
Youth unemployment is at an all-time high because Gurjeet and her 14 brothers are all 30 years old working at every fast food chain in Canada. I legit haven't seen a non-indian working a minimum job for weeks.
Makes a fabricated statistical claim about employment demographics using ethnic stereotyping without evidence.
Kay85-i2c
Jan 29, 2026
Our taxes are being used to put third world monkies ahead of westerners
Our taxes are being used to put third world monkies ahead of westerners
Makes a false claim about tax allocation and uses dehumanizing language to frame immigrants as threats to 'westerners.'
TravisTouchdown-o2z
Jan 27, 2026
Everything in Canada became Indian, we are all immigrants here, and I appreciate the multi culture, but I don’t appreciate Indians working in restaurants, sorry but I can’t eat from Indians hands, I know they …
Everything in Canada became Indian, we are all immigrants here, and I appreciate the multi culture, but I don’t appreciate Indians working in restaurants, sorry but I can’t eat from Indians hands, I know they dont have good hygiene, probably not at all.
Contains demonstrably false stereotypes about Indian hygiene practices combined with identity-based discrimination framing.
bilalothman2107
Feb 24, 2026
Ice ice ice ice ice, all 🐀🐀🐀🐀deport to indi🐀a
Ice ice ice ice ice, all 🐀🐀🐀🐀deport to indi🐀a
Incoherent message combining false claims with dehumanizing language and calls for deportation.
kosovoalbanian
Jan 27, 2026
Who's gonna tell these white w h o r e s that it's not u but it's the dollar hagemony u guys are just dumb people just check a 1000 year history it was always …
Who's gonna tell these white w h o r e s that it's not u but it's the dollar hagemony u guys are just dumb people just check a 1000 year history it was always india and China that ruled economic might
Makes inflammatory, historically inaccurate claims about economic dominance while using dehumanizing language and conspiracy-like framing.
GurjarUmesh-y9y
Feb 26, 2026
And these Indians are getting $3500 per month from the government.
And these Indians are getting $3500 per month from the government.
Makes specific factual claim about government payments to Indians without evidence, framed as grievance.
MatrixDiscovery
Oct 3, 2025
"Indians are dirty people." Not all but yes most. It's one of those things that sounds racist, but it's facts 70% of the time. But as the guy said. Canada mainly has the upper class …
"Indians are dirty people." Not all but yes most. It's one of those things that sounds racist, but it's facts 70% of the time. But as the guy said. Canada mainly has the upper class Indians who are not dirty.
Makes fabricated statistical claims ('70% of the time') to support ethnic stereotyping while acknowledging the racist framing.
BreakerLove
Jan 28, 2026
Castro’s love child.
Castro’s love child.
Makes a specific factual claim (Trudeau is Castro's child) presented without evidence, a conspiracy theory.
@BJBlaskovichGaming
Mar 4, 2025
5:32 Side note about this: The book that is often cited as the main source for the "average IQs of countries" misused their data to come to their conclusion about many countries. For instance, they …
5:32 Side note about this: The book that is often cited as the main source for the "average IQs of countries" misused their data to come to their conclusion about many countries. For instance, they calculated Somalia's average IQ of 62 by using figures from a study about malnourished ethiopian child refugees in Israel who arrived off the boats only 1 year earlier. That same study then performed interventions to help those ethiopian child refugees, at which point their average IQ then rose to match their Israeli peers, showing that this problem is indeed fixable.
I wholeheartedly agree with this person's points about culture, but the particular source these myths about national IQ have come from is bogus.
Detailed fact-check debunking false claims about national IQ statistics and their misuse, while supporting cultural arguments.
socialistrepublicofvietnam1500
Jan 27, 2026
these guys worship demons btw
these guys worship demons btw
Makes a fabricated, inflammatory religious claim designed to demonize a group, combining conspiracy-like thinking with fear-mongering.
mostsanestoneyplaysfan7931
Jan 27, 2026
LYING TURDEAU OPENS HIS MOUTH BUT CHINA IS TALKING. USA DON'T BE FOOLED. TURD TURDEAU IS A COOMUNIST BASTARD OUT TO F@@@@CK THE USA AND TRUMP. THIS IS A PSY-OPS BY COMMUNISTS
LYING TURDEAU OPENS HIS MOUTH BUT CHINA IS TALKING. USA DON'T BE FOOLED. TURD TURDEAU IS A COOMUNIST BASTARD OUT TO F@@@@CK THE USA AND TRUMP. THIS IS A PSY-OPS BY COMMUNISTS
Makes unsubstantiated claims about Trudeau being a communist and conducting psychological operations without evidence.
@sequimsquid
Mar 4, 2025
All frauds and fake made in India 🇮🇳
All frauds and fake made in India 🇮🇳
Makes a sweeping, unsubstantiated claim that all Indian immigration/credentials are fraudulent.
Unverified Claim
0.88
B33333
Oct 2, 2025
Let's just be honest. Bringing loads of Africans into a country is intended to destroy it. Indians assimilate well & are typically polite & willing to work...the opposite of Africans.
Let's just be honest. Bringing loads of Africans into a country is intended to destroy it. Indians assimilate well & are typically polite & willing to work...the opposite of Africans.
Makes sweeping false generalizations about African immigrants and conspiracy-like claims about intentional national destruction, combined with stereotyping.
f.f.6323
Jan 27, 2026
Trump appears to be a Russian asset
Trump appears to be a Russian asset
Makes a specific factual assertion (Trump is a Russian asset) presented without supporting evidence.
Unverified Claim
0.88
@justinmolsal5613
Mar 4, 2025
I use to live in a beautiful little neighborhood. Then the Somolians moved here . I swear they let the worst criminals immigrate here . They are thieves they fight and then run and hide …
I use to live in a beautiful little neighborhood. Then the Somolians moved here . I swear they let the worst criminals immigrate here . They are thieves they fight and then run and hide from the police in the Mosque. The Immam refused to let the police in to arrest them . Then we were hit by a load of Roma Gypsy's. They are absolute animals . No home was safe from they're breaking in . They break into cars , trucks and steal whatever isn't nailed down . Now tell me why I should be nice to these people and not be racist ?????😮😮😮😮😮😮😮
Makes specific unsubstantiated claims about criminal behavior by immigrant groups and religious institutions harboring criminals, framed as personal experience.
anthonysardella3654
Aug 31, 2025
Within the last century these people destroyed their own country & now they all run to white countries. Finally, Governor Carney has restricted the number of students from India 🇮🇳 plus cut back on immigration.
Within the last century these people destroyed their own country & now they all run to white countries. Finally, Governor Carney has restricted the number of students from India 🇮🇳 plus cut back on immigration.
Makes false historical claims about India, uses racial framing ('white countries'), and misrepresents policy details.
Spirit_Bear2
Jan 27, 2026
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)