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
Canada is fakken COOKED
Canada is fakken COOKED
Expresses catastrophic concern about Canada's future state using colloquial language, implying systemic failure or irreversible damage.
Fear / Threat
0.70
mariuszdeptulski4644
Oct 3, 2025
world is fckd!
world is fckd!
Expresses general apocalyptic concern about the state of the world without specific policy or immigration focus.
Fear / Threat
0.70
askeladd9591
Jan 27, 2026
Hurt us?? Stop Canada, just stop.
Hurt us?? Stop Canada, just stop.
Expresses alarm about harm to Canada and urgently calls for the country to stop something, conveying anxiety and threat perception.
@blackop101
Mar 4, 2025
Only a few million more to go
Only a few million more to go
Sarcastically implies millions more deportations are needed, expressing demographic anxiety through dark humor.
TrevVision
Feb 18, 2026
The ‘golden age’ is tarnished now and forever. He is not yet a king, it I bet he has some illegal plan n the works
The ‘golden age’ is tarnished now and forever. He is not yet a king, it I bet he has some illegal plan n the works
Expresses alarm about authoritarian consolidation of power and vague allegations of illegal plans without evidence.
@sandramacphee638
Mar 4, 2025
All that talking.. Go to war! Let's see who have the balls..
All that talking.. Go to war! Let's see who have the balls..
Escalatory rhetoric suggesting military conflict as a solution, expressing threat/confrontation framing.
@youtubewatch8680
Mar 4, 2025
To many Indians, im from Windsor ont
To many Indians, im from Windsor ont
Personal observation from Windsor resident expressing concern about the number of Indians in Canada, framing it as excessive.
daniiii90
Jan 27, 2026
Wow, how scary
Wow, how scary
Expresses alarm or concern with minimal elaboration, suggesting anxiety about the topic.
Fear / Threat
0.70
@manu_spawn
Mar 4, 2025
The more this guy talks the more he unleashes the beast? USA would not need Canada with trump. Don’t get lured into this guys rhetoric ?
The more this guy talks the more he unleashes the beast? USA would not need Canada with trump. Don’t get lured into this guys rhetoric ?
Expresses concern about being 'lured' by rhetoric and warns of negative consequences, combining alarmism with skepticism of policy messaging.
@kevincamilleri1695
Mar 4, 2025
Canada is gonna cave in less than a week or 2. ??
Canada is gonna cave in less than a week or 2. ??
Expresses anxiety that Canada will 'cave in' quickly, suggesting vulnerability and impending collapse under pressure.
Fear / Threat
0.68
@ProssPrean
Mar 4, 2025
Mayfield Rd is the borderline, and it's seeping into Bolton
Mayfield Rd is the borderline, and it's seeping into Bolton
Expresses concern about demographic change spreading geographically, using spatial metaphors to convey anxiety about immigration's expansion.
Fear / Threat
0.68
peterjanjanin9883
Sep 20, 2025
Time to invade Canada come here
Time to invade Canada come here
Expresses hostile threat language toward Canada, likely satirical but framed as aggressive rhetoric.
@gavinbrown1413
Mar 4, 2025
Only 25%, what's the problem, causeing Canadian getting crazy!
Only 25%, what's the problem, causeing Canadian getting crazy!
References a statistic (25%) without context and expresses alarm about Canadians becoming 'crazy,' conveying demographic or social anxiety.
@dapnlee
Mar 4, 2025
Well folks, it's been nice. I will now officially retreat in disgust, and live my own life to the fullest. May as well party at the end of meaning.
Well folks, it's been nice. I will now officially retreat in disgust, and live my own life to the fullest. May as well party at the end of meaning.
Expresses despair and withdrawal from society, suggesting apocalyptic concerns about the country's direction.
N0p3er5
Feb 27, 2026
World is going to shit.
World is going to shit.
Expresses apocalyptic concern and anxiety about global conditions deteriorating.
Fear / Threat
0.68
@a.y.s.101
Mar 4, 2025
The backlash against the US in the form of anti americanism, will be epic. This is the dumbest administration and the most epic of fails in history.
The backlash against the US in the form of anti americanism, will be epic. This is the dumbest administration and the most epic of fails in history.
Predicts severe negative consequences ('epic backlash') and expresses alarm about US administration, with comparative framing of US-Canada relations.
@youtubebob123
Mar 4, 2025
Like multiple like rats.
Like multiple like rats.
Vague but alarmist statement comparing immigrants to rats, expressing demographic anxiety and threat perception.
Fear / Threat
0.68
SandraMiller-q9f
Aug 30, 2025
3rd world country in the making
3rd world country in the making
Predicts Canada's decline to third-world status, expressing demographic and cultural anxiety without supporting evidence.
1marcelfilms
Sep 20, 2025
Trump & Putin roll the world
Trump & Putin roll the world
Brief statement suggesting Trump and Putin represent a threat or concerning alliance, expressing geopolitical anxiety.
Fear / Threat
0.68
@jasonsia2300
Mar 4, 2025
Western must wake up 20 years ago this piss shit down country where ever they go.
Western must wake up 20 years ago this piss shit down country where ever they go.
Expresses alarm about Western decline attributed to immigration, with unclear but alarmist phrasing.
RakeshSharma-il8su
Feb 15, 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)