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
Canada has imposed prohibitive taxes on a vast amount of US goods for decades.
Canada has imposed prohibitive taxes on a vast amount of US goods for decades.
Makes a specific factual assertion about Canadian tariff history without evidence, presented as justification for US tariffs.
@ancientcoins7332
Mar 5, 2025
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed …
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed about Brampton when the international student boom happened. This is different from families settling or people starting families. Young students who are basically poor and desperate take up all the jobs and they pack so much into one house. Indian international students have ruined Indian reputation in Canada. Indians figured how to game the system and flood Canada better than other nationalities. And it’s true they do not integrate. They leave their land and come to a place where it’s just like home. Where they can live work, and go to school and not interact with any other race, ethnicity probably can go weeks without speaking English. Chinese have similar places like this but they’re not frowned upon.
Makes specific factual claims about international students 'gaming the system,' Indian students ruining reputation, and lack of integration without evidence, while also expressing demographic and cultural anxiety.
asanteakan70
Sep 19, 2025
Dood. Enjoy their imported caste system which is now healthily applied by Indians working in HR departments dood.
Dood. Enjoy their imported caste system which is now healthily applied by Indians working in HR departments dood.
Makes an unsubstantiated claim about caste system being applied by Indian HR workers without evidence.
blastermaster5039
Sep 19, 2025
Liberal Diversity is importing 86 percent from 1 country.
Liberal Diversity is importing 86 percent from 1 country.
Presents a specific factual claim (86% immigration from one country) without evidence, framed as criticism of Liberal diversity policy.
reneprevost2943
Sep 20, 2025
Islam is the only one which says everyone non Muslim is bad
Islam is the only one which says everyone non Muslim is bad
Makes sweeping, unverified generalization about Islamic doctrine and Muslims as a monolithic group with hostile intent.
globalcitizen7811
Sep 20, 2025
When Trudeau leaves....so too will the tarrifs \n\nTrump does not like Trudeau.\n\nOnce Trudeau is gone.....things will be much easier for Canadians.
When Trudeau leaves....so too will the tarrifs \n\nTrump does not like Trudeau.\n\nOnce Trudeau is gone.....things will be much easier for Canadians.
Presents a specific factual assertion (Trump dislikes Trudeau and tariffs will end when he leaves) without evidence to support the causal claim.
@DavidMcconnell-v3b
Mar 4, 2025
His approval rating is at 34% by the way.
His approval rating is at 34% by the way.
Presents a specific factual claim (approval rating at 34%) without source or evidence, stated as assertion.
Unverified Claim
0.75
@Stoddardian
Mar 4, 2025
Everyone is going to be pissed of in the fall because there is a new report of 100,000 more coming
Everyone is going to be pissed of in the fall because there is a new report of 100,000 more coming
Makes specific factual claim about '100,000 more coming' without evidence, framed as demographic threat.
LukePatterson-d9s
Sep 20, 2025
US and Canada fighting is exactly what Trump did, because he wants to please his foreign masters. Scum bag!
US and Canada fighting is exactly what Trump did, because he wants to please his foreign masters. Scum bag!
Makes unsubstantiated claim that Trump deliberately sows discord to serve 'foreign masters,' presented as factual assertion without evidence.
@druwk
Mar 4, 2025
That's a lie not paying taxes. All houses are paying taxes and working hard. When Italians came they complained, when Germans came they complained. And now Indians. Not paying tax? That's a big fat lie. …
That's a lie not paying taxes. All houses are paying taxes and working hard. When Italians came they complained, when Germans came they complained. And now Indians. Not paying tax? That's a big fat lie. All Indian immigrants work gard and pay taxes. He is a racist.
Directly contradicts tax-payment claim with assertion that 'all houses are paying taxes' while accusing the video creator of racism.
chelvyVethanayagam
Sep 21, 2025
Most Indians have immigrated legally. “As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’” -- “Proud …
Most Indians have immigrated legally.
“As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’”
-- “Proud Boys and the White Ethnostate” by Alexandra Minna Stern (2019).
Opens with an unverified factual claim about Indian immigration legality, then pivots to identity-based framing about ethnostates and racial dominance.
AshokeDasgupta
Sep 20, 2025
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
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
There are more Muslim in canada than Indians.
There are more Muslim in canada than Indians.
Specific factual assertion about religious demographic composition without evidence or source.
Unverified Claim
0.75
BrutCanada
Sep 19, 2025
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
Makes an unsubstantiated claim about new immigrants being involved in drug trafficking without evidence.
tangocharlie02
Sep 20, 2025
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a …
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a takeover of Canada with the assistance of quisling politicians. The very ones he votes for by-the-way. Kali is funded by rich Indian billionaires. End-game 2100. When Canada be little more than offshore state of India. Well recently his son was laid off from his job. Replaced by a lower paid Indian worker as prophesied would gradually happen to native workers by whoever outed Project Kali four decades back. Low & behold his lad is now looking to move overseas. Surprise, surprise. My mate has become a big believer in Project Kali. Now even wants an Alberta free of Ottawa.
Presents a conspiracy theory ('Project Kali') about Indian orchestration of Canadian takeover, mixing satire with demographic anxiety.
underwatergoatwithflippers
Sep 20, 2025
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
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
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)