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
This is what demographic collapse looks like.
This is what demographic collapse looks like.
Uses alarmist language about demographic collapse to express existential anxiety about population change.
its-a-breadcake
Feb 11, 2026
Canada is the new India🔥🔥
Canada is the new India🔥🔥
Expresses demographic anxiety through a provocative statement suggesting Canada is being transformed into India, implying cultural displacement threat.
Akiii071
Jan 27, 2026
No replacement at all, next...
No replacement at all, next...
Expresses demographic anxiety about replacement, a common fear-based framing about immigration.
AB-fo3hj
Jan 29, 2026
Greenland borders Canada. Greenland is a part of the Danish realm. Chump the TRAITOR has started a fight with Denmark. \nThis path makes the US vulnerable to attack if communications are broken with our allies.
Greenland borders Canada. Greenland is a part of the Danish realm. Chump the TRAITOR has started a fight with Denmark. \nThis path makes the US vulnerable to attack if communications are broken with our allies.
Expresses security concerns about geopolitical vulnerability and damaged alliances due to Trump's actions.
@ceciliajones7816
Mar 4, 2025
Putin is having a great day!
Putin is having a great day!
Implies geopolitical threat or advantage to Russia from current events, expressing security anxiety.
@kbee
Mar 4, 2025
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
Having Indian is better, they will never hold a knife on you to convert when they will be 30 percent or more....
Having Indian is better, they will never hold a knife on you to convert when they will be 30 percent or more....
Expresses security concerns about religious conversion and demographic dominance, comparing Indian and other immigrant groups as threats.
blacksparrowsparrow5467
Mar 1, 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
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing …
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing it are the Albino Smurfs, "the champions of the oppressed." This situation is apparently happening all over the West.
Expresses concern that immigration dissolves parent culture and frames Western nations as under threat from demographic change.
DanielBMaximoff
Jan 28, 2026
I hope Trump makes it worse for the Canadians. Canada, Europe; they're gone. If Trump saves us in the US; which I don't believe he can because there are too many stupid Americans. If he …
I hope Trump makes it worse for the Canadians. Canada, Europe; they're gone. If Trump saves us in the US; which I don't believe he can because there are too many stupid Americans. If he does; we will need to look toward east Europe and Russia. After I he west collapses itself these nations will rise due to their unity. China will also rise. The West is going down.
Expresses apocalyptic concerns about Western collapse, frames Canada and Europe as 'gone,' and predicts geopolitical decline with alarmist tone.
scottclemens9245
Aug 25, 2025
Please protect our dear toronto😭😭😭
Please protect our dear toronto😭😭😭
Emotional plea expressing anxiety about Toronto's future, framed as a threat requiring protection.
screwdriver54252
Feb 26, 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
Your job as a canadian what ever background is to protect it at whatever cost. Pr live under Sharia law spoken by a 1st generation immigrant
Your job as a canadian what ever background is to protect it at whatever cost. Pr live under Sharia law spoken by a 1st generation immigrant
Frames immigration as an existential threat to Canadian identity and way of life, invoking religious/cultural anxiety.
wtsnapforpcoriginal
Aug 25, 2025
GET OUT !!! B
GET OUT !!! B
Aggressive demand for removal expressing xenophobic sentiment and exclusionary stance toward immigrants.
heyitsme3464
Feb 11, 2026
I been saying this for a long time they bringing these pay to other countries to take there place
I been saying this for a long time they bringing these pay to other countries to take there place
Expresses demographic replacement anxiety, claiming immigrants are displacing native populations without evidence.
TonyCapps-y1r
Aug 25, 2025
They're taking over Canada like crazy, can't even view niagara falls without a sardar and his family of 15 hogging the viewpoints and they are also quite dirty but not as dirty as those in …
They're taking over Canada like crazy, can't even view niagara falls without a sardar and his family of 15 hogging the viewpoints and they are also quite dirty but not as dirty as those in australia or india themselves, some are nice to be fair, like my familys personal driver is actually very kind and nice but then you have like 100s of illegals especially some of them running scams
Expresses demographic anxiety about immigrant 'takeover' while making stereotypical generalizations and comparisons to other countries.
raza-w8s6s
Jan 27, 2026
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
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Expresses demographic replacement anxiety ('being replaced') combined with ideological critique of socialism and social policies.
capevancouver1157
Aug 25, 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)