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
Who didn't see this gonna happen before November 4th, 2024? 77 million vote for this, knowing this was gonna happen. Whatever happened, I hope the 77 million enjoy the ride. You think things were bad …
Who didn't see this gonna happen before November 4th, 2024? 77 million vote for this, knowing this was gonna happen. Whatever happened, I hope the 77 million enjoy the ride. You think things were bad before watch what the next 4 years gonna get you. Buck Up America ?? Let go for the ride
Expresses anxiety about future consequences of political choices and warns of worsening conditions ahead.
@charmangelz777
Mar 4, 2025
I kept saying the border tightening wasnt to apease the Orange MAGAggot. Its for keeping illegal Americans out of our country. Get ready for an influx of American refugees sneaking through.
I kept saying the border tightening wasnt to apease the Orange MAGAggot. Its for keeping illegal Americans out of our country. Get ready for an influx of American refugees sneaking through.
Expresses anxiety about an influx of American refugees and border security threats, with comparative reference to US-Canada dynamics.
ToudaHell
Jan 5, 2026
And they are invading upstate NY.
And they are invading upstate NY.
Uses 'invading' language to express alarm about Canadian immigrants moving to upstate New York, framing migration as a threat.
papasnake01
Feb 5, 2026
Mena cultural immigrants that has devided Canada would probably be a more important topic? As they have done in UK and Europe in general...
Mena cultural immigrants that has devided Canada would probably be a more important topic?
As they have done in UK and Europe in general...
Expresses concern about cultural division and invokes comparative examples (UK, Europe) to suggest demographic threat.
kajman911
Feb 11, 2026
What we are seeing is the decline of western civilization.
What we are seeing is the decline of western civilization.
Expresses civilizational decline anxiety linked to demographic change, a common alarmist framing.
CapnPatrick
Feb 6, 2026
As a Canadian. I feel like I'm watching the death of America and American Values right in front of all our eyes. How long will Americans allow this enemy within destabilize America??
As a Canadian. I feel like I'm watching the death of America and American Values right in front of all our eyes. How long will Americans allow this enemy within destabilize America??
Canadian commenter expresses alarm about American political leadership as an existential threat to American values and stability.
@zedtradertoronto158
Mar 4, 2025
the problem is , its mostly single indian men too..
the problem is , its mostly single indian men too..
Identifies a specific demographic concern about single Indian men, expressing anxiety about immigrant composition.
richyq8786
Jan 27, 2026
Yoo I"m a french Canadian from Montréal , I was angry with whats happening in Brampton Ontario, but to see my city hosting these type of bullshit make me loose my damn mind . Sorry …
Yoo I"m a french Canadian from Montréal , I was angry with whats happening in Brampton Ontario, but to see my city hosting these type of bullshit make me loose my damn mind . Sorry to my US friends, we don't want that to happen.
Expresses alarm about events in Montreal and frames them as a threat to national identity.
SakeBushi
Jan 27, 2026
Brampton.... yeah no shit. Shit hole of this country. Come to Calgary or something and see how bad it is even in a conservative area.
Brampton.... yeah no shit. Shit hole of this country. Come to Calgary or something and see how bad it is even in a conservative area.
Expresses negative assessment of Brampton as a deteriorated location and compares it to Calgary, suggesting widespread demographic or social decline.
Outcast569
Feb 5, 2026
This report sounds like only activists were consulted. Not at all the mood in Canada. Mass immigration severely damaged the fabric of the nation.
This report sounds like only activists were consulted. Not at all the mood in Canada. Mass immigration severely damaged the fabric of the nation.
Claims mass immigration has 'damaged the fabric of the nation,' expressing demographic and social anxiety while dismissing the report as unrepresentative.
clooaan
Feb 11, 2026
Worse than the drug dealers coming in from the southern border.
Worse than the drug dealers coming in from the southern border.
Expresses security concern by comparing Canadian immigration to drug trafficking at the US border, implying danger.
Spencer859
Jan 27, 2026
it certainly makes sense if he wants to divide his entire country, create civil unrest, have the American people start fighting amongst themselves, introduced martial law, suspend voting, take over as a dictator/emperor/King. Call it …
it certainly makes sense if he wants to divide his entire country, create civil unrest, have the American people start fighting amongst themselves, introduced martial law, suspend voting, take over as a dictator/emperor/King. Call it what you want he wants to be untouchable and have complete control
Expresses alarm about authoritarian takeover, civil unrest, and dictatorial ambitions without evidence.
@johnmorrell
Mar 4, 2025
too many foreigners and too much government control, we need conceal carry and castle doctrine
too many foreigners and too much government control, we need conceal carry and castle doctrine
Expresses demographic and governmental anxiety, linking immigration concerns to broader control and security issues.
loganwhite3904
Aug 26, 2025
🌈🧬🦄🧬🌈 Even many of the Punjabi people agree it is just way too many in Canada. The Punjabi people are mostly very nice good people though. 🇨🇦✨🇨🇦
🌈🧬🦄🧬🌈 Even many of the Punjabi people agree it is just way too many in Canada. The Punjabi people are mostly very nice good people though. 🇨🇦✨🇨🇦
Expresses demographic anxiety about immigration levels while attempting to appear balanced through reference to Punjabi people.
therealcattogaming5811
Jan 27, 2026
GET OUT !!! B
GET OUT !!! B
Aggressive demand for removal expressing xenophobic sentiment and exclusionary stance toward immigrants.
heyitsme3464
Feb 11, 2026
Degradation of society around the world, people want easy life so they become criminals people don't want to behave accordingly to the surrounding and the culture of the country.
Degradation of society around the world, people want easy life so they become criminals people don't want to behave accordingly to the surrounding and the culture of the country.
Expresses anxiety about societal degradation and criminal behavior linked to immigration, framed as a threat to cultural norms.
csans5997
Aug 26, 2025
Yeah, when the Yellowstone supervolcano wakes up and causes massive damage in the US don't ask for help to your (gone) allies...
Yeah, when the Yellowstone supervolcano wakes up and causes massive damage in the US don't ask for help to your (gone) allies...
Expresses catastrophic threat scenario (supervolcano) and warns of consequences for allies, combining disaster anxiety with comparative framing.
@danielnavarro8569
Mar 4, 2025
Canada is full
Canada is full
Brief statement expressing capacity/saturation concerns about Canada's ability to accept more immigrants, reflecting demographic anxiety.
xaviermoreno2248
Feb 11, 2026
Do we need more proof that Mr Chump is severely mentally challenged at this point, and is bringing a wrecking ball to our society...
Do we need more proof that Mr Chump is severely mentally challenged at this point, and is bringing a wrecking ball to our society...
Uses alarmist language ('wrecking ball,' 'severely mentally challenged') to express existential threat and societal danger from Trump.
@PaisleyPatchouli
Mar 4, 2025
It's getting to the point that as an american. I almost just want to move somewhere else. This administration is a clown show. It's tiring
It's getting to the point that as an american. I almost just want to move somewhere else. This administration is a clown show. It's tiring
Expresses anxiety about political conditions and desire to leave, framing the situation as chaotic and concerning.
@Alibi0014
Mar 4, 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)