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
Go to your local McDonald's or Tim Hortons, you will find a bunch of them.
Go to your local McDonald's or Tim Hortons, you will find a bunch of them.
Makes an unsubstantiated factual claim about immigrant employment patterns at specific businesses without evidence.
Unverified Claim
0.75
DavidDeshane-ic4cg
Oct 22, 2025
Madarchod Tyler Loves Qatri and Paki Dicks
Madarchod Tyler Loves Qatri and Paki Dicks
Abusive slur-laden comment making inflammatory claims about individuals; classified as misinformation due to baseless personal attacks and identity-based stereotyping.
user-nr4gk9wv8d
Jan 27, 2026
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
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
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
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
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
Presents specific fabricated statistics (20,000 absences, fake letters) and demands mass expulsion based on nationality.
bff1586
Oct 23, 2025
when you discover the level of fraud they do and how sneaky and nonchalant they are about it, somalis will seem like angels.
when you discover the level of fraud they do and how sneaky and nonchalant they are about it, somalis will seem like angels.
Makes sweeping, unsubstantiated claims about fraud by a specific ethnic group while using comparative framing to minimize concerns about another group.
hauntedgecko151
Jan 27, 2026
They need god for deodorant and soap
They need god for deodorant and soap
Makes a dehumanizing, stereotypical claim about immigrants lacking basic hygiene without evidence, combining false generalization with identity-based othering.
ilmsnti1357
Jan 27, 2026
they are acting like the bad drivers is because people aren't "focused". no they have fraud licenses LMAO
they are acting like the bad drivers is because people aren't "focused". no they have fraud licenses LMAO
Makes an unsubstantiated claim about 'fraud licenses' as explanation for bad driving, presenting it as fact.
kcvswrld
Jan 27, 2026
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
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
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
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Makes derogatory claims about intelligence and nationality while containing incoherent accusations, mixing false generalizations with identity-based attacks.
Srinivas-vf6lz
Jan 28, 2026
Trump sold American out to Russia.
Trump sold American out to Russia.
Makes a specific factual claim about Trump's alleged collusion with Russia without supporting evidence.
Unverified Claim
0.75
@Nomorehate24
Mar 4, 2025
@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
Its not the government that “allows” it, its the bankers
Its not the government that “allows” it, its the bankers
Conspiracy theory claiming bankers rather than government control immigration policy, a common unfounded claim.
yknows3158
Jan 28, 2026
The Canadian politician and official became part of khalistani scam to rob Canada blind on refugee support. People from Punjab spend a lot of money to agents to handle bribes and cost.
The Canadian politician and official became part of khalistani scam to rob Canada blind on refugee support. People from Punjab spend a lot of money to agents to handle bribes and cost.
Makes unsubstantiated claims about corruption involving Punjabi immigrants and government officials without evidence.
kousiksarkar9627
Jan 28, 2026
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe …
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe persecution, injury, or death
Presents a selective and misleading definition of Taqiyya designed to suggest Muslims inherently practice religious deception, a common anti-Muslim conspiracy trope.
Unverified Claim
0.75
14BritainXIV
Jan 28, 2026
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
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)