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
Yes they wowk for caha and like that gentleman said there will be at least 10 of them living in the same place minimum
Yes they wowk for caha and like that gentleman said there will be at least 10 of them living in the same place minimum
Makes an unsubstantiated claim about minimum household occupancy ('at least 10 of them living in the same place') presented as fact.
ancacox8886
Sep 22, 2025
Half of india popu went to usa and canada in the last 6years😂😂😂
Half of india popu went to usa and canada in the last 6years😂😂😂
Makes a specific factual claim about Indian migration patterns without evidence, presented with laughing emojis suggesting satirical intent, but the claim itself is unsubstantiated.
didisinful
Aug 26, 2025
I heard many jobs is taking by Indians, they have take their family to Canada and give job
I heard many jobs is taking by Indians, they have take their family to Canada and give job
Makes a specific factual claim about Indians taking jobs and hiring family members without evidence, presented as hearsay.
arayechannel
Sep 22, 2025
8.5% of Canada is South Asian 5.9% is Indian This only counts people with citizenship
8.5% of Canada is South Asian
5.9% is Indian
This only counts people with citizenship
Presents specific demographic statistics without source attribution or context, potentially selective data presentation to support an unstated argument.
Unverified Claim
0.75
d.3521
Sep 24, 2025
There’s no Canadian born officers
There’s no Canadian born officers
Makes a specific factual assertion that there are no Canadian-born immigration officers without providing evidence.
christyrajendram6500
Sep 28, 2025
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
Alleges a specific company illegally hires Asian workers on visitor visas without evidence, urging investigation.
VT-fw9hr
Sep 29, 2025
As far I am.comcern through generations Indian anywhere will.never progress one !
As far I am.comcern through generations Indian anywhere will.never progress one !
Makes a sweeping, unsubstantiated factual claim that Indians will never progress across generations, presented without evidence.
noorulamin9503
Sep 23, 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
A real leader needs to be prime minister. Not these satanic cabal clowns
A real leader needs to be prime minister. Not these satanic cabal clowns
Makes unsubstantiated conspiracy-like claims about government leadership without evidence.
WesZillich88
Aug 26, 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
Even their parents got visa very easily , who is issuing visa for them?
Even their parents got visa very easily , who is issuing visa for them?
Makes an unsubstantiated claim that visa issuance is improperly lenient without providing evidence.
Unverified Claim
0.75
saraq4277
Sep 29, 2025
the government has done this bs put rag on ur head n u get the job
the government has done this bs put rag on ur head n u get the job
Makes a specific factual claim about hiring discrimination based on religious/cultural markers without evidence, presented as established fact.
littledove1292
Aug 26, 2025
#StopCoveringUp! Western and Muslim ecosystems, there are #consequences waiting for you guys.
#StopCoveringUp! Western and Muslim ecosystems, there are #consequences waiting for you guys.
Makes vague unsubstantiated claims about consequences and divides groups by religious/cultural identity.
hemantpanchpor
Sep 28, 2025
The whole immigration scam relies on no one tracking and enforcing the laws
The whole immigration scam relies on no one tracking and enforcing the laws
Asserts a specific factual claim about immigration system dysfunction ('scam') and lack of enforcement without evidence.
tinab1317
Sep 29, 2025
The crime is outta control thanks to feminism and a corrupt liberal government
The crime is outta control thanks to feminism and a corrupt liberal government
Makes an unsubstantiated causal claim linking crime to feminism and government corruption without evidence.
sheldoncarmichael4534
Aug 26, 2025
It's all about money and career advancement. Not one of them cares about education or Canada
It's all about money and career advancement. Not one of them cares about education or Canada
Makes a sweeping unsubstantiated generalization about immigrant students' motivations and lack of care for Canada.
JDPeterson-s7v
Sep 28, 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
What did they learn? Can't make coffee or keep washrooms clean or open.
What did they learn? Can't make coffee or keep washrooms clean or open.
Makes a specific factual claim about immigrant competencies ('can't make coffee or keep washrooms clean') without evidence.
jasonsloboda9443
Sep 30, 2025
Just look at your language no manners that’s why she can’t find the job
Just look at your language no manners that’s why she can’t find the job
Makes an unsubstantiated claim linking language/manners to employment discrimination, implying immigrants lack these qualities.
Hardam-lk8ht
Aug 25, 2025
They went home. Collecting our money. Scammers.
They went home. Collecting our money. Scammers.
Makes unsubstantiated claim that immigrants are collecting Canadian money and committing fraud without specific evidence.
basementbanter366
Sep 30, 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)