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
Based on this trend, by the next 50 years, the real Canadians could probably be extinct. I'm sorry, my wonderful Canadians. Your government has failed you.
Based on this trend, by the next 50 years, the real Canadians could probably be extinct. I'm sorry, my wonderful Canadians. Your government has failed you.
Expresses demographic anxiety about 'real Canadians' becoming 'extinct' due to immigration trends, framing it as an existential threat.
mrhodes3389
Jan 30, 2026
Why why did you let this happen , why no self preservation ... it is to late now you crossed the treshold
Why why did you let this happen , why no self preservation ... it is to late now you crossed the treshold
Expresses alarm about demographic change, loss of self-preservation, and crossing a threshold of no return.
zyxiryxiciachmach1331
Jan 27, 2026
What a nightmare we americans are living in. Terrorized by our own government.?
What a nightmare we americans are living in. Terrorized by our own government.?
Expression of fear and threat perception regarding government oppression of Americans.
Fear / Threat
0.85
@sharonthorne6451
Mar 4, 2025
I think the majority of us here in America, agree with you! Can I move to your country? I don't want to stay here. I am truly afraid for my brown skinned children!
I think the majority of us here in America, agree with you! Can I move to your country? I don't want to stay here. I am truly afraid for my brown skinned children!
Expresses fear for children's safety and seeks to relocate, combining personal narrative with anxiety about threat.
@juliemonteleone7172
Mar 4, 2025
i cant stand it i am literally a minority in Ottawa now
i cant stand it i am literally a minority in Ottawa now
Expresses demographic anxiety about becoming a minority in their city, framing it as a negative development.
williamwhite-dj7ru
Jan 29, 2026
It's the liberals letting as many in as possible to buy votes. Here on the west coast 1/10 of them has the intelligence and work ethic not to be a total waste of space. The …
It's the liberals letting as many in as possible to buy votes. Here on the west coast 1/10 of them has the intelligence and work ethic not to be a total waste of space. The rest are absolutely restarted and useless. We have a housing crisis and we are letting over 2x more immigrants in than new houses built. I have asked many Indian coworkers and most of them get payments to help with rent. Or just reduced rent prices altogether. It takes a lot to make Canadians hate a certain race and culture ... But you done did it indians ...
Expresses demographic anxiety and cultural threat, combining policy criticism with alarmist framing about Indian immigrants and housing crisis.
Mindgoblin321
Jan 29, 2026
Now I know how decent Germans felt when the Nazis took over, only in the USA it's MAGA. This is humiliating to watch. And it is over. Trump will never allow another election that's not …
Now I know how decent Germans felt when the Nazis took over, only in the USA it's MAGA. This is humiliating to watch. And it is over. Trump will never allow another election that's not rigged. Trump controls ALL the enforcement agencies in the US government, he's put traitorous dirtbags in charge of all of them, and he's purged or is purging anyone who opposes him. It's already over. IF the Democrats win the next mid-terms, they will be POWERLESS to do anything. The USA is now under control of Putin/MAGA.
Expresses existential alarm about democratic collapse, authoritarianism, and loss of electoral integrity, with unsubstantiated claims about rigged elections and foreign control.
@stevematthews4489
Mar 4, 2025
We have joined the new Axis powers
We have joined the new Axis powers
Compares Canada to 'Axis powers,' invoking historical fascist imagery to express alarm about the country's political direction.
@4realGTFOH
Mar 4, 2025
Wait until the somalis come
Wait until the somalis come
Expresses demographic anxiety and alarmism about a specific immigrant group arriving in the future.
Fear / Threat
0.85
snakeplissken814
Jan 29, 2026
Americans voted for America First. You’re about to get America Alone.
Americans voted for America First. You’re about to get America Alone.
Warns of negative consequences for America from isolationist policies, expressing concern about strategic isolation.
@niznoz8379
Mar 4, 2025
Indian food is delicious. The people are disgusting.
Indian food is delicious. The people are disgusting.
Expresses dehumanizing sentiment toward a specific ethnic group, combining cultural appreciation with explicit hostility.
watermainz
Jan 29, 2026
There's like 2 billion of them That's 2 billion too many indians crashing out in replies
There's like 2 billion of them
That's 2 billion too many
indians crashing out in replies
Expresses demographic anxiety and threat perception using unsubstantiated population claims to frame immigration as an existential problem.
AChunkyDog
Jan 27, 2026
Replacing the Canadian people😢
Replacing the Canadian people😢
An alarmist statement expressing demographic anxiety about population replacement, a common white nationalist trope.
tracypauling47
Jan 29, 2026
don’t recommend coming to canada anymore it’s basically indian
don’t recommend coming to canada anymore it’s basically indian
Commenter expresses demographic anxiety about Indian immigration, discouraging others from moving to Canada due to perceived demographic change.
XDVSS69FN
Jan 29, 2026
Filthy people. GTA is a shithole now
Filthy people. GTA is a shithole now
Expresses demographic anxiety and decline narrative, characterizing immigrants as degrading the area.
Chrizpl
Jan 27, 2026
bruh what are we gonna do in America about this. Trump Administration is literally leading us to WW3. How do you cause rifts with two of your ally countries in a matter of a week. …
bruh what are we gonna do in America about this. Trump Administration is literally leading us to WW3. How do you cause rifts with two of your ally countries in a matter of a week. America may be great, but weak alone
Expresses alarm about geopolitical danger (WW3) and criticizes Trump administration's diplomatic approach, framed as a security threat.
@dwannthomas9543
Mar 4, 2025
I’m from just by here n it’s bad, there not here to be your friendly neighbour. They want to take over and it has already happened. They have ruined there own country so what do …
I’m from just by here n it’s bad, there not here to be your friendly neighbour. They want to take over and it has already happened. They have ruined there own country so what do u think is going to happen to ours
Expresses demographic takeover anxiety and threat narrative, claiming immigrants intend harm and have ruined their origin country.
braydonhouston5467
Jan 27, 2026
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
Expresses concern about Indian nationals suppressing Canadian workers' speech, comparing Canada unfavorably to India.
Neilfachman1234
Jan 29, 2026
Indians, Africans, Muslims. This is the greatest cultural invasion since European colonialism.
Indians, Africans, Muslims. This is the greatest cultural invasion since European colonialism.
Frames immigration as an invasive threat comparable to colonialism, expressing demographic anxiety.
Duc_Anh_809
Jan 29, 2026
Canada's biggest export should be Indians back to India... YEET THE JEET.
Canada's biggest export should be Indians back to India... YEET THE JEET.
Uses crude slur and dehumanizing language to call for mass deportation, framed with dark humor.
malokk5773
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)