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
Fear / Threat
3,873 comments
pro trump media brought you here... enjoy the destruction!!!
pro trump media brought you here... enjoy the destruction!!!
Warns of destructive consequences while critiquing media influence, expressing alarm about outcomes.
@Rumpel-TV
Mar 4, 2025
Daammnnn... I know every place you were at.... Brampton really has changed for the worse
Daammnnn... I know every place you were at.... Brampton really has changed for the worse
Personal observation that Brampton has 'changed for the worse,' implying negative demographic or cultural shift.
gregorylillie3928
Feb 7, 2026
Its not they moved there to avoid racisim. They are there to create it. This needs to be disbanded
Its not they moved there to avoid racisim. They are there to create it. This needs to be disbanded
Expresses alarm that immigrants are creating racism and calls for dismantling an organization, combining threat perception with action demand.
Howiex-is8gq
Feb 7, 2026
Air India happened decades ago Canada was fucked back then by this country and culture
Air India happened decades ago Canada was fucked back then by this country and culture
References historical incident to express long-standing cultural threat and national decline.
andybee3785
Feb 4, 2026
YES THANKYOU FOR DOING THIS VIDEO CANADA IS FULL OF EM I HATE IT
YES THANKYOU FOR DOING THIS VIDEO CANADA IS FULL OF EM I HATE IT
Expresses strong opposition to immigration with alarmist language about Canada being 'full' of immigrants.
Zach_22_
Jan 27, 2026
Indians in Canada is like Mexicans in US. There's a time when ICE Canada will happen when Elected a dictator like Trump.
Indians in Canada is like Mexicans in US. There's a time when ICE Canada will happen when Elected a dictator like Trump.
Compares Indian immigration to US-Mexico dynamics while predicting authoritarian crackdown ('dictator like Trump'), expressing demographic anxiety.
MisterPollenzski
Jan 29, 2026
Sad seeing the downfall of America and Canada too. Just look at the countries where all these immigrants come from to see what the end result will be, smh.🤦🏼♂️
Sad seeing the downfall of America and Canada too. Just look at the countries where all these immigrants come from to see what the end result will be, smh.🤦🏼♂️
Comment expresses alarm about national decline and uses comparative framing (looking at source countries as predictors of Canada's future) to suggest demographic threat.
DB800187
Jan 27, 2026
Look at their pos restarded country how lawless polluted and corrupted. Fuck their arse Cannada spineless🤬
Look at their pos restarded country how lawless polluted and corrupted. Fuck their arse Cannada spineless🤬
Compares source countries negatively while expressing xenophobic fear about Canada's decline through hostile stereotyping.
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
One day Canada gonna be a second India 😂
One day Canada gonna be a second India 😂
Expresses demographic anxiety about Canada becoming like India, framed as a threat with sarcastic tone.
Masihi1234
Jan 29, 2026
Western countries need to rise and restore sovreignty. We’re running out of time
Western countries need to rise and restore sovreignty. We’re running out of time
Expresses urgency and alarm about Western nations losing sovereignty, framing immigration as an existential threat requiring action.
user-bs3ed1te7p
Jan 29, 2026
Canada is cooked
Canada is cooked
Expresses existential concern about Canada's future state, implying immigration-related decline or collapse.
MinhoTv03
Jan 29, 2026
Basically every developed country is dealing with this problem of infinite third worldlers coming in
Basically every developed country is dealing with this problem of infinite third worldlers coming in
Frames immigration as a widespread 'problem' with dehumanizing language ('third worldlers'), expressing demographic anxiety.
jeff35741
Jan 27, 2026
All the countries around the world have enough people to destroy western populations and still have higher pop in their country
All the countries around the world have enough people to destroy western populations and still have higher pop in their country
Expresses demographic anxiety about global population imbalance threatening 'western populations' without evidence, framing immigration as existential threat.
jaymay7957
Jan 27, 2026
Invasion in action!😂😂
Invasion in action!😂😂
Uses 'invasion' language to express demographic threat, with emoji suggesting ironic tone but underlying alarmist framing.
alehandrodel817
Jan 28, 2026
My company actively won’t do business with Brampton. It’s the armpit of Canada. Scammers and cheats.
My company actively won’t do business with Brampton. It’s the armpit of Canada. Scammers and cheats.
Makes sweeping negative claims about a city and its residents, framing them as dangerous/untrustworthy with ethnic undertones.
puppiesandhorsepower
Jan 28, 2026
save Canada😭
save Canada😭
Emotional plea expressing existential concern about Canada's future with implicit urgency to prevent demographic change.
maxvirusyt3728
Jan 28, 2026
Send them back! They over populated their country and now us. It stinks!
Send them back! They over populated their country and now us. It stinks!
Expresses demographic anxiety and calls for deportation, framing immigration as overpopulation and cultural contamination.
613sRandumb
Jan 28, 2026
You can’t import low trust scammers into a country of high trust kind hearted people
You can’t import low trust scammers into a country of high trust kind hearted people
Expresses concern about importing 'low trust scammers' into Canada, framing immigration as a threat to national character.
guccithickums
Jan 28, 2026
Come to Texas next- I saw a man poop in the park fountain. They’re everywhere
Come to Texas next- I saw a man poop in the park fountain. They’re everywhere
Expresses concern about public safety and disorder, comparing Canada's situation to Texas with alarmist framing.
buchrisss
Jan 28, 2026
Um the guy on the bike was a POS I know not to take my black ass to Canada
Um the guy on the bike was a POS I know not to take my black ass to Canada
Personal account of witnessing racism that deters the commenter from visiting Canada based on safety concerns.
Nadia-l7o6t
Jan 28, 2026
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)