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
Send all the parasites back
Send all the parasites back
Uses dehumanizing language ('parasites') to express xenophobic sentiment and call for deportation.
akiranp
Feb 15, 2026
Canada is doomed.. See how these snakes destroy them inside out..
Canada is doomed.. See how these snakes destroy them inside out..
Expresses catastrophic anxiety about immigrants as a destructive force undermining Canada's future.
yourmummy1985
Nov 3, 2025
Send them.all back to india !!!
Send them.all back to india !!!
A call for deportation targeting a specific nationality, expressing demographic anxiety and xenophobic sentiment.
PrairiePatriots
Feb 15, 2026
They are terrorist, gangsters, they spread violence, they addicted & supply drugs, intoxicants... They are funded by Pakistan and supported by canada, USA, Pakistan, UK for their nerrative and agenda....they will spread violence where they …
They are terrorist, gangsters, they spread violence, they addicted & supply drugs, intoxicants... They are funded by Pakistan and supported by canada, USA, Pakistan, UK for their nerrative and agenda....they will spread violence where they will live and canada will be next khalistan in future, so stay safe... They are backed by a country that is full of terrorist and terrorist organizations...Punjab is in full of violence, drugs, intoxication due to these khalistani people they got fund, weapons, drugs, traning, by Pakistan.... So save your country before becoming next Punjab or khalistan
Uses alarmist language about violence, drugs, and terrorism, predicting Canada will become a failed state, mixing unsubstantiated claims with security anxiety.
0__-_-..._-.Matter._-_._-_-._
Feb 18, 2026
Canada is doomed.
Canada is doomed.
Brief apocalyptic statement expressing existential threat or doom related to Canada's immigration situation.
Fear / Threat
0.90
lowrecoil
Jan 27, 2026
It’s so bad in Canada. It’s enraging
It’s so bad in Canada. It’s enraging
Expresses strong negative emotion and alarm about the state of immigration in Canada without specific claims or arguments.
Fear / Threat
0.90
brytonalley9356
Jan 27, 2026
Fuck all the rat animal foreigners. Leave them in the jungle
Fuck all the rat animal foreigners. Leave them in the jungle
Dehumanizing language expressing hostility and exclusionary sentiment toward foreigners as a threat.
ElDuDerinO-ql7gm
Jan 27, 2026
As a Canadian, im outraged and appalled by this invasion, we Canadians hardly recognize our own country anymore THIS MUST STOP !! MASS DEPORTATIONS NOW!!
As a Canadian, im outraged and appalled by this invasion, we Canadians hardly recognize our own country anymore THIS MUST STOP !!
MASS DEPORTATIONS NOW!!
Expresses demographic anxiety and invasion rhetoric, asserts national identity loss, and calls for mass deportations as urgent action.
RobHellfire666
Jan 27, 2026
Get these illegals out now. No jobs and they deserve welfare on the back of our tax payers. We can’t afford them and they will never blend in with our culture! GET them out now. …
Get these illegals out now. No jobs and they deserve welfare on the back of our tax payers. We can’t afford them and they will never blend in with our culture! GET them out now. They are using our systems.
Expresses demographic anxiety and security concerns about immigrants, combined with economic and cultural identity arguments.
charleswood2948
Feb 27, 2026
THIS IS AN ATTACK ON USSSSS
THIS IS AN ATTACK ON USSSSS
All-caps expression of alarm and perceived threat directed at the in-group, indicating anxiety about external danger.
Fear / Threat
0.90
@HighTopHigher
Mar 4, 2025
Where is the Canadian ICE? This is an Invasion.
Where is the Canadian ICE? This is an Invasion.
Uses militaristic language ('ICE,' 'Invasion') to frame immigration as a security threat and existential danger.
Newfoundmindset2.0
Jan 27, 2026
THE WHITE GUY SHOULD NOT SWEAT TOO MUCH ABT AFRICAN BLACKS.....IT'S ASIANS WHO ARE RE-COLONIZING HIS COUNTRY......JUST LIKE IN AUSTRALIA WHERE I AM, ASIANS AT LARGE ARE COMING TO AUSTRALIA EVERY YEAR IN BRUTE FORCE …
THE WHITE GUY SHOULD NOT SWEAT TOO MUCH ABT AFRICAN BLACKS.....IT'S ASIANS WHO ARE RE-COLONIZING HIS COUNTRY......JUST LIKE IN AUSTRALIA WHERE I AM, ASIANS AT LARGE ARE COMING TO AUSTRALIA EVERY YEAR IN BRUTE FORCE NUMBERS......THERE ARE SUBURBS IN MELBOURNE WHERE YOU SEE ONLY INDIANS !
Uses alarmist language about Asian immigration as 're-colonization' and cites demographic concentration as evidence of demographic threat.
testarosa5365
Jan 27, 2026
We're being replaced by 3rd world people... we need to stop letting 3rd world people in the west.
We're being replaced by 3rd world people... we need to stop letting 3rd world people in the west.
Expresses demographic anxiety about replacement by 'third world people' and calls for restrictive immigration policy based on perceived threat.
don7777s
Feb 6, 2026
We are so cooked....
We are so cooked....
Expresses existential anxiety and doom about Canada's situation using colloquial language indicating perceived crisis.
Fear / Threat
0.90
@ericball1676
Mar 4, 2025
Indians legally colonising country?!? Nice cry more poor illiterate people 🥺
Indians legally colonising country?!? Nice cry more poor illiterate people 🥺
Uses inflammatory language ('colonising') and dehumanizing stereotypes ('poor illiterate people') to express demographic anxiety and threat perception.
sambhavkumar7870
Jan 29, 2026
A FIRE storm is brewing! 🤬🤬🤬🤬🤬🤬
A FIRE storm is brewing! 🤬🤬🤬🤬🤬🤬
Expresses alarm and anger about an impending crisis or conflict brewing, using inflammatory language.
Fear / Threat
0.90
JohnNaturkach
Oct 1, 2025
Just get them all out of our country, this is an planned invasion to destroy this country and every western society
Just get them all out of our country, this is an planned invasion to destroy this country and every western society
Expresses demographic anxiety and conspiracy thinking ('planned invasion') with demand for mass deportation.
Damers01
Jan 28, 2026
I live in Nova Scotia Canada & this shit is happening EVERYWHERE UP HERE. Go the fuck home
I live in Nova Scotia Canada & this shit is happening EVERYWHERE UP HERE. Go the fuck home
Expresses alarm about widespread criminal activity and demands immigrants leave, combining demographic anxiety with exclusionary rhetoric.
Slicpimp420
Jan 27, 2026
population replacement
population replacement
Invokes demographic replacement conspiracy theory, expressing existential anxiety about population change.
pemaZbi
Jan 27, 2026
Same shit in the US. Indians taking over. Unfortunately nobody stops them or even criticize to not be framed as racists. Indians abuse and bend evey opportunity. It's too late. Canadians and Americans are doomed
Same shit in the US. Indians taking over. Unfortunately nobody stops them or even criticize to not be framed as racists. Indians abuse and bend evey opportunity. It's too late. Canadians and Americans are doomed
Expresses demographic anxiety and existential threat framing about a specific ethnic group, combining alarmism with identity-based stereotyping.
Atas_Adventures
Feb 24, 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)