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
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Makes exaggerated or false claims about government benefits for immigrants while Canadian citizens work harder.
dalmatiandevilTV
Jan 27, 2026
Trump provoked this because he wants to take over Canada.
Trump provoked this because he wants to take over Canada.
Makes an unsubstantiated factual claim about Trump's territorial intentions toward Canada without evidence.
@WendyNelson-g9r
Mar 4, 2025
Using the drug war to implement AI surveillance on us all…
Using the drug war to implement AI surveillance on us all…
Makes a specific factual claim about drug war being used for AI surveillance without evidence, combined with underlying threat framing.
@timothyproznick3867
Mar 4, 2025
Criminals....share this
Criminals....share this
Makes unsubstantiated accusation of criminality and urges viral sharing without evidence.
alohallo2879
Sep 28, 2025
Trump lies about everything.
Trump lies about everything.
Makes a sweeping factual assertion ('Trump lies about everything') without specific evidence or examples.
Unverified Claim
0.75
@kinnamangaming3216
Mar 4, 2025
WEF agenda. We need to break up this nation.
WEF agenda.
We need to break up this nation.
References conspiracy theory (WEF agenda) and calls for national dissolution, mixing unsubstantiated claims with radical rhetoric.
christianrobertdemassy900
Feb 26, 2026
100 K of Indian ppl with fake certificates were caught in Australia 😂
100 K of Indian ppl with fake certificates were caught in Australia 😂
Unverified claim about fake certificates with laughing emoji; likely exaggerated or false statistic presented as fact.
Amjan-b7g
Jan 27, 2026
@3:51 companies actual get subsidized for hiring immigrants. My aunty actually wrote her name down on her resume as Indian sounding and she got an interview right away! lol
@3:51 companies actual get subsidized for hiring immigrants. My aunty actually wrote her name down on her resume as Indian sounding and she got an interview right away! lol
Presents an anecdotal story as evidence of hiring discrimination/subsidies, mixing personal narrative with an unverified claim about corporate hiring practices.
leifrace1496
Jan 27, 2026
This kind of scam cannot happen without support on both ends.
This kind of scam cannot happen without support on both ends.
Makes vague allegation of systemic corruption and fraud without specific evidence or details.
Unverified Claim
0.75
paevents8064
Oct 2, 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
Cross canada mostly Indians are making our country duty. Deceptive should thrown out of canada.
Cross canada mostly Indians are making our country duty. Deceptive should thrown out of canada.
Makes unsubstantiated claims about immigrants harming the country and calls for deportation without evidence.
cmssinc214
Oct 3, 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
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost …
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost every year.
Makes specific factual claims about immigrant employment practices and financial arrangements without evidence, presented as established fact.
brokenhearted8255
Oct 2, 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
*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
Its 🇮🇳 fault
Its 🇮🇳 fault
Makes an unsubstantiated claim blaming India for Canada's immigration issues without evidence or explanation.
RichardLiquidPepstein
Aug 30, 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
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
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
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
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)