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
All of them are now truckers
All of them are now truckers
Makes a sweeping generalization about immigrant occupational clustering without evidence or context.
Unverified Claim
0.75
brookstube5385
Oct 11, 2025
Trump has a gold card he is peddling, and im guessing the drug cartels will be buying them up ...seems like a money laudering scheme to me .
Trump has a gold card he is peddling, and im guessing the drug cartels will be buying them up ...seems like a money laudering scheme to me .
Makes unsubstantiated claims about Trump's gold card scheme and money laundering without evidence, framed as speculation.
@Rmk4luv61
Mar 4, 2025
So true the crime rate is up and disorganization in the cities.
So true the crime rate is up and disorganization in the cities.
Asserts specific factual claims about rising crime rates and urban disorganization without evidence or sources.
Unverified Claim
0.75
nyakanga
Oct 26, 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
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
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the …
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the Domestic housing apartment and houses have mild and severe building faults, so isn't that ABUSE by White Fellars and there's nothing the home owner can do because legal and Court costs are so so expensive
Makes a specific factual claim ('50% of domestic housing has building faults') without evidence, while using comparative framing to deflect criticism of one group onto another.
lances1457
Oct 15, 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
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
It makes perfect sense what are any of you talking about you're missing the whole point we are all allied with Russia what Trump has wanted from day one get with the times. This is …
It makes perfect sense what are any of you talking about you're missing the whole point we are all allied with Russia what Trump has wanted from day one get with the times. This is not the same country it was a month and a half ago
Makes an unsubstantiated claim that 'we are all allied with Russia' and that Trump orchestrated this, presented as fact without evidence.
@aronkormout9014
Mar 4, 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
Tax evasion is very common amongst most foreign business owners , it's not just indians , cuz they mostly work in cash transactions
Tax evasion is very common amongst most foreign business owners , it's not just indians , cuz they mostly work in cash transactions
Makes a specific factual claim about tax evasion prevalence among foreign business owners without evidence.
john-fr5yd
Oct 28, 2025
I am sure this place is one of the filthiest place in Canada
I am sure this place is one of the filthiest place in Canada
Makes a specific factual assertion about a location being 'filthy' without evidence, presented as a claim about a particular place.
Unverified Claim
0.75
nitingons
Nov 2, 2025
Criminals....share this
Criminals....share this
Makes unsubstantiated accusation of criminality and urges viral sharing without evidence.
alohallo2879
Sep 28, 2025
All pointed that Trump himself wants to destroy USA ( i have the feeling that was a promise made to Putin) with all of us in there.
All pointed that Trump himself wants to destroy USA ( i have the feeling that was a promise made to Putin) with all of us in there.
Makes a specific factual claim about Trump's intentions and alleged secret agreement with Putin without evidence, presented as conspiracy theory.
@JavierComitre-ql4yr
Mar 4, 2025
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you …
*Not a single day for cash*
Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol
Also, you came as a international student and knowingly u cant afford the tuition.
Its clearly u didnt care about going to school and used it as a gate way to canada.
You dont go aboard studying for a better life in that country.
U study abroad to either bring back new knowledge to your country or to full fill a requirements for a job back home..
The most common one is the opportunity to have a degree from a well known school for family braging rights and take over family bussiness.
Which bring us back to, studying aboard is strictly for wealthy families no matter where u live .
Imagine a candian going to london or europe
we would pay just as much plus conversion rate.
So for indians like him self, studying aboard paying 8 k cad per course shojdl be impossible. Only a super wealthy family can afford that in india or canada .
Makes specific factual claims about student visa work restrictions and payment methods without evidence, while critiquing student motivations and affordability.
ubae-nage
Sep 27, 2025
3:15 pay no taxes? Wow! That's what happens when you get interview a homeless person who has no idea what the hell he's talkin about. Live among themselves? You don't live among your kind?
3:15 pay no taxes? Wow! That's what happens when you get interview a homeless person who has no idea what the hell he's talkin about. Live among themselves? You don't live among your kind?
Asserts unverified claim that interviewed person 'pay no taxes' while also critiquing the interview quality and making identity-based assumptions.
hurmanbansal
Sep 21, 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
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
Russia should take it's old soviet satellite countries. China can have Taiwan. America unites the contenent. Canada and Mexico become the new US territories. This is the new world order to come. You can't fight …
Russia should take it's old soviet satellite countries. China can have Taiwan. America unites the contenent. Canada and Mexico become the new US territories. This is the new world order to come. You can't fight the future. Resistance is futile.
Presents conspiracy-theory-like claims about geopolitical reorganization and a 'new world order' without evidence.
@Harry_Tick
Mar 4, 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
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)