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
We are so fucked
We are so fucked
Expresses existential anxiety and doom about the current political/economic situation.
Fear / Threat
0.88
@DangerousKaos
Mar 4, 2025
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
Expresses demographic anxiety about declining majority status and frames immigration as an existential threat requiring urgent action.
Im_offended.
Sep 14, 2025
new zealand has this problem too. i cant even go anywhere without a indian working there.
new zealand has this problem too. i cant even go anywhere without a indian working there.
Expresses demographic anxiety about Indian workers and references New Zealand as comparative example of perceived problem.
carlsantayo
Jan 27, 2026
I don’t care if I am called a racist…I am disgusted by the entitlement, arrogance, violence and filth that has come to this country. Today immigrant is destroying this country.
I don’t care if I am called a racist…I am disgusted by the entitlement, arrogance, violence and filth that has come to this country. Today immigrant is destroying this country.
Expresses alarm and disgust about immigrants as a threat to national character and social order, with sweeping negative generalizations.
Katrn30
Aug 27, 2025
canada has gone to shit its disgusting even here in alberta it has gotten pretty bad
canada has gone to shit its disgusting even here in alberta it has gotten pretty bad
Expresses alarm about Canada's deterioration ('gone to shit') with personal observation, combining demographic anxiety with lived experience.
ultimateapex1885
Jan 27, 2026
az kaldı hintliler yakında sizi ülkenizden sürecekler.
az kaldı hintliler yakında sizi ülkenizden sürecekler.
Turkish-language comment expressing demographic anxiety and threat narrative about Indians displacing native populations.
serdarseyhan5779
Feb 12, 2026
They want to be replaced. Pathetic self hate
They want to be replaced. Pathetic self hate
Expresses demographic anxiety and existential threat framed as self-destructive behavior.
THECHIEF-1981
Feb 12, 2026
We need to nuke Brampton
We need to nuke Brampton
Extreme hyperbolic statement expressing severe hostility toward a city with high Indian immigration, using violent rhetoric as proxy for demographic anxiety.
joshuaquiel9085
Jan 27, 2026
These people have messed up their own nation royaly..now they're ready to Ruin the western world... Cockroaches on the rise
These people have messed up their own nation royaly..now they're ready to Ruin the western world... Cockroaches on the rise
Uses dehumanizing language and apocalyptic framing to express demographic and civilizational anxiety.
Goldendreams-k2e
Jan 29, 2026
Living in Nova Scotia close to Halifax. They’ve swapped like 90% of the minimum wage workers for Indians. Our demographic has changed significantly since COVID, which I don’t think is an accident. I have a …
Living in Nova Scotia close to Halifax. They’ve swapped like 90% of the minimum wage workers for Indians. Our demographic has changed significantly since COVID, which I don’t think is an accident. I have a feeling the government is lying about our census studies.
Expresses demographic anxiety about workforce composition changes and suggests conspiratorial government deception regarding census data.
GrizbyK72
Jan 29, 2026
I see them and I feel puking.... Germany is so full of them too, is a plague.....
I see them and I feel puking.... Germany is so full of them too, is a plague.....
Expression of visceral disgust and plague metaphor describing immigrants, with comparative reference to Germany.
Franz_Messerschmitt
Jan 27, 2026
Carpet bomb the place!
Carpet bomb the place!
Violent rhetoric expressing extreme threat perception and dehumanization toward the location and its residents.
Fear / Threat
0.88
larrygee5311
Sep 20, 2025
TRUMP is a THREAT to AMERICA
TRUMP is a THREAT to AMERICA
Characterizes Trump as a threat to America, expressing security and danger concerns.
Fear / Threat
0.88
@markusallard2830
Mar 4, 2025
THABK YOU TYLER OMG AS A CANADAIN THIS NEEDS TO BE STUDIED. These poop ppl refuse to leave its disgusting
THABK YOU TYLER OMG AS A CANADAIN THIS NEEDS TO BE STUDIED. These poop ppl refuse to leave its disgusting
Expresses alarm about immigrant groups refusing to leave and frames them as a problem requiring study, with dehumanizing language.
SarabiLewis
Jan 27, 2026
Im so sick of Canada turning into a shithole full of scumbags
Im so sick of Canada turning into a shithole full of scumbags
Expresses strong negative sentiment about Canada's condition using inflammatory language, framing immigration as a threat to national character.
1991tommygun
Jan 27, 2026
Canada being destroyed from within and it barely took 6 years.
Canada being destroyed from within and it barely took 6 years.
Expresses alarmism about Canada being 'destroyed' due to immigration, framing it as an existential threat.
Moneyhacks1010
Feb 12, 2026
We don’t want these sister fuckers in our country
We don’t want these sister fuckers in our country
Uses dehumanizing slurs and expresses exclusionary sentiment about keeping certain groups out of Canada.
XyxxxE
Jan 29, 2026
A minimum of 95% of the Indians in Canada MUST be sent home. Revoked visas, revoked citizenship, whatever is necessary. They do not contribute, they do not assimilate, they do not belong here. Remigration is …
A minimum of 95% of the Indians in Canada MUST be sent home. Revoked visas, revoked citizenship, whatever is necessary. They do not contribute, they do not assimilate, they do not belong here. Remigration is inevitable.
Commenter expresses demographic anxiety and calls for mass deportation of Indians, using alarmist language about non-assimilation and inevitability of 'remigration.'
erc8949
Jan 29, 2026
Save world from Indians
Save world from Indians
Expresses xenophobic sentiment framing a specific nationality as a threat to the world without substantiation.
mrajesh8323
Jan 29, 2026
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We …
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We came and worked hard to be an asset to this country....not to leach from it. These Indians coming from India come to rape our land , use or medical system, create gangs.........they need to go back home. But the useless Liberals wont let this happen, as they need their votes.
Uses personal immigration history as contrast to demonize current immigrants with serious unsubstantiated accusations (rape, gangs, exploitation).
zttaki1
Jan 29, 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)