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
Search & Filter
Unverified Claim
3,221 comments
better believe they will commit fraud ~ they have no shame
better believe they will commit fraud ~ they have no shame
Makes a specific factual assertion ('they will commit fraud') without evidence, combined with a threat-based framing.
tonisylviamallette1601
Oct 21, 2025
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Presents anecdotal hearsay as evidence of ethnic nepotism without verification, combined with ethnic stereotyping.
zal1389
Oct 9, 2025
Upper class????? I see them in California: ALL SCAMMERS buying BRAND NEW HOUSES!!! How come??!!!?? Cash transactions: no record, evade taxes!!!!
Upper class????? I see them in California: ALL SCAMMERS buying BRAND NEW HOUSES!!! How come??!!!?? Cash transactions: no record, evade taxes!!!!
Makes unsubstantiated claims about immigrants as scammers engaging in tax evasion, combining conspiracy thinking with xenophobic framing.
gem3132
Feb 10, 2026
Guy on the bike spitting facts on IQ lmfao
Guy on the bike spitting facts on IQ lmfao
References discredited pseudoscientific claims about IQ while using casual language that suggests endorsement of false claims.
GinJ1337
Feb 10, 2026
Brampton = organized crime... wars 4
Brampton = organized crime... wars 4
Makes an unsubstantiated factual claim linking a specific city to organized crime without evidence.
bramptoncrimevideos
Oct 7, 2025
All the low quality colleges, universities are full of them!
All the low quality colleges, universities are full of them!
Makes an unsubstantiated claim that educational institutions are 'full of' immigrants (implied low-quality students), without providing evidence or context.
HunCan0809
Oct 3, 2025
A convicted criminal drug Prime Minister look up his charges! Public record! Facts
A convicted criminal drug Prime Minister look up his charges! Public record! Facts
Makes a specific factual claim about criminal charges against the Canadian PM without providing evidence or context.
Unverified Claim
0.75
@jeffreyskinner7167
Mar 4, 2025
Don't worry they are not muslims who operate crime racket of conversation, trapping girls Besides crime is everywhere and laws are also ❤
Don't worry they are not muslims who operate crime racket of conversation, trapping girls
Besides crime is everywhere and laws are also ❤
Makes unsubstantiated claims about Muslim immigrants and crime while attempting to deflect criticism.
yaduripuarya
Feb 11, 2026
So since the start of the Trudeau regime, the population has increased 37%
So since the start of the Trudeau regime, the population has increased 37%
Presents a specific factual claim (37% population increase since Trudeau) without evidence, framed as criticism.
johnbolt665
Oct 2, 2025
Find these fraud and send them back to India..
Find these fraud and send them back to India..
Unsubstantiated accusation of fraud against individuals combined with demand for deportation.
archanasinha5996
Oct 2, 2025
some of them is crowding in apartment in GTA.
some of them is crowding in apartment in GTA.
Makes a vague factual claim about immigrant housing patterns without evidence or specificity.
Unverified Claim
0.75
willduterte9507
Oct 1, 2025
US is bankrupt anyways; that's why it wants free minerals from Ukraine!!
US is bankrupt anyways; that's why it wants free minerals from Ukraine!!
Makes an unsubstantiated factual assertion that the US is bankrupt and motivated by resource extraction, presented without evidence.
@Frank-rp6ni
Mar 4, 2025
Disappeared?? Look at Singh Hortons, Bramption and Dundas Square
Disappeared?? Look at Singh Hortons, Bramption and Dundas Square
References specific locations as evidence of a problem without explaining the claim or providing substantiation.
Unverified Claim
0.75
xSinCityx
Sep 30, 2025
Trudeau needs to leave. All canadians want it.
Trudeau needs to leave. All canadians want it.
Claims 'All canadians want' Trudeau to leave without evidence, presenting an unsubstantiated generalization as fact.
@glendaleaz1593
Mar 4, 2025
90 % of them are in Brampton !
90 % of them are in Brampton !
Presents an unsubstantiated statistical claim ('90% in Brampton') implying geographic concentration of a specific group.
vrod1a
Sep 29, 2025
if you have Indians working in Immigration expect things get screwed
if you have Indians working in Immigration expect things get screwed
Makes a specific factual claim that Indians working in Immigration cause problems without evidence, combining ethnic stereotyping with an unsubstantiated assertion.
user-bp9er6do9y
Sep 29, 2025
They're not missing. They are working for their relatives illegally in businesses. Many of them have taken up in criminal organizations. They only "applied" to a school for the paperwork to support living in Canada.
They're not missing. They are working for their relatives illegally in businesses. Many of them have taken up in criminal organizations. They only "applied" to a school for the paperwork to support living in Canada.
Makes specific factual assertions about student visa fraud, illegal employment, and criminal organization involvement without evidence.
Unverified Claim
0.75
keikairin2038
Sep 29, 2025
They are in Brampton
They are in Brampton
Makes a specific locational assertion about a demographic group in Brampton without supporting evidence or context.
Unverified Claim
0.75
louiskwaku8879
Sep 27, 2025
U don't talk about terr orists religion and indian are peaceful
U don't talk about terr orists religion and indian are peaceful
Makes a blanket false claim conflating a religion with a nationality while denying association with terrorism.
movieinsider-c
Feb 28, 2026
Trump is a planted Russian agent and he would rather have a relationship in BRICS than the one established with all of our true allies. He needs to be dealt with before it's too late.
Trump is a planted Russian agent and he would rather have a relationship in BRICS than the one established with all of our true allies. He needs to be dealt with before it's too late.
Makes unsubstantiated claims about Trump being a Russian agent and presents a vague threat ('needs to be dealt with') without evidence.
@bakahitsuji742
Mar 4, 2025
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)