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
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Fear / Threat
3,873 comments
4 cities with huge demographic changes on the others side of the country. Abbotsford, Surrey, Calgary, and Edmonton.
4 cities with huge demographic changes on the others side of the country. Abbotsford, Surrey, Calgary, and Edmonton.
Identifies specific Canadian cities experiencing rapid demographic changes, implying concern about the scale and speed of transformation.
sparrowriver7916
Jan 27, 2026
Human trafficking in canada and says ‘bie’ instead of ‘bye’ holy shit whats happening in that country
Human trafficking in canada and says ‘bie’ instead of ‘bye’ holy shit whats happening in that country
Commenter expresses concern about human trafficking in Canada while using sarcasm about linguistic differences.
PapaYagaa
Jan 29, 2026
Brampton is uninhabitable.
Brampton is uninhabitable.
Hyperbolic claim that a city is uninhabitable, expressing demographic anxiety and negative characterization of immigrant-affected areas.
aarongoodman2301
Jan 29, 2026
And just like that, canada ceased to exist.
And just like that, canada ceased to exist.
Hyperbolic statement expressing existential anxiety about Canada's future, delivered with satirical tone.
@r1tsa
Mar 4, 2025
We are watching Canada turn into a cow-shit factory
We are watching Canada turn into a cow-shit factory
Uses crude metaphorical language to express alarm about Canada's transformation due to immigration, with a sarcastic tone.
Anonymos-3
Feb 6, 2026
Well this is what happens when radicals are not punished
Well this is what happens when radicals are not punished
Implies danger from unspecified 'radicals' and suggests punitive action is needed, framing immigration as a security threat.
recollectionofmemory
Feb 7, 2026
I mean Canada is also being invaded by Filipinos too 😂
I mean Canada is also being invaded by Filipinos too 😂
Uses the word 'invaded' to describe Filipino immigration with a laughing emoji, blending demographic anxiety with sarcastic tone.
marky_bruh
Feb 7, 2026
These mfs turn b town into little India Making insurance nearly impossible to get They be living like 10 of them in a 2 bed room home 😂😂 next time investigate the mayor N ask …
These mfs turn b town into little India
Making insurance nearly impossible to get
They be living like 10 of them in a 2 bed room home 😂😂 next time investigate the mayor
N ask bout the multimillion speed camera building 😂😂
Expresses concerns about demographic change and housing/insurance impacts while using humor to frame immigrants as problematic, with undertones of ethnic stereotyping.
JohnDoe-l2i3w
Feb 7, 2026
Yup Punjabs tuth pajh has come ..
Yup Punjabs tuth pajh has come ..
Cryptic statement using ethnic slurs and fragmented language to express anxiety about demographic or cultural change.
chronicmasonic6669
Feb 25, 2026
I saw hindu with 9 kids in my neighborhood
I saw hindu with 9 kids in my neighborhood
Observational comment with implicit demographic anxiety about religious/ethnic groups and family size.
Isaac-qm7nh
Feb 7, 2026
Canada sounds FÆKED
Canada sounds FÆKED
Expresses alarm about Canada's situation using hyperbolic language suggesting systemic failure or crisis.
Fear / Threat
0.75
hailstormshadow
Feb 7, 2026
It's not good up here.
It's not good up here.
Vague expression of concern or negativity about conditions in Canada, suggesting anxiety without specific details.
Fear / Threat
0.75
slynorth
Jan 27, 2026
So tired of them
So tired of them
Expresses fatigue and negative sentiment toward an unspecified group, suggesting demographic anxiety.
Fear / Threat
0.75
SickenedDemon
Feb 8, 2026
The Great Depression 2.0 ?
The Great Depression 2.0 ?
Expresses economic anxiety and catastrophic framing ('Great Depression 2.0') suggesting imminent danger to the economy.
Fear / Threat
0.75
@nickelwindow538
Mar 4, 2025
Thank you for doing a video on this!! I’m Canadian and I I love everyone, but this is really what Canada is like now…. It’s changed a lot.
Thank you for doing a video on this!! I’m Canadian and I I love everyone, but this is really what Canada is like now…. It’s changed a lot.
Personal observation expressing concern about demographic and cultural change in Canada, framed as loss or anxiety about transformation.
lifewithmandj3125
Feb 9, 2026
Guess Canada is the first stop before Dallas Texas
Guess Canada is the first stop before Dallas Texas
Implies Canada is a temporary waypoint for immigrants heading elsewhere, framing immigration as a security or demographic concern.
PetittBodyBuilding
Feb 8, 2026
La vie invivable avec eux😢
La vie invivable avec eux😢
French-language expression of distress/unlivability attributed to immigrants, expressing anxiety about their presence.
Fear / Threat
0.75
algerois4674
Feb 25, 2026
Mass migration.
Mass migration.
Two-word phrase expressing concern about mass migration as a threat or problem.
Fear / Threat
0.75
christiancruz4572
Feb 11, 2026
The country is disgusting
The country is disgusting
Brief negative statement expressing disgust about the country, likely referring to immigration-related concerns given context.
Fear / Threat
0.75
resortcondorentals4659
Feb 5, 2026
Какой кошмар😢
Какой кошмар😢
Russian text expressing horror/nightmare sentiment about the video content, conveying alarm and distress.
Fear / Threat
0.75
ROKKI-ym6hc
Feb 13, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)