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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Identity Assertion
5,512 comments
“I can go days without speaking English”
“I can go days without speaking English”
Quotes immigrant behavior to assert cultural non-assimilation and challenge to Canadian linguistic/cultural norms.
jake_wuz_here
Oct 5, 2025
What if the Punjabi people decided to live only in a few places? like Chestermere (in Alberta)?—simply because of the fact there is a Gurudwara? Imagine building a Gurdwara in Stetler, Alberta—the brow raises, the …
What if the Punjabi people decided to live only in a few places? like Chestermere (in Alberta)?—simply because of the fact there is a Gurudwara?
Imagine building a Gurdwara in Stetler, Alberta—the brow raises, the stares etc. You should interview successful white people, no the homeless ones, ofcourse they are going to blame the visbily succesful ones—but then just like he said he does not give a shit, the punjabis to does not give a shit,
Discusses Punjabi community clustering patterns and social dynamics, asserting group identity and defensive positioning against stereotyping.
sivaforutube
Feb 1, 2026
My church in Brampton, they are desperately seeking to take it away from us. Constantly praying around our building. But in the name of Jesus! Our church will remain the cornerstone in that community. Gods …
My church in Brampton, they are desperately seeking to take it away from us. Constantly praying around our building. But in the name of Jesus! Our church will remain the cornerstone in that community. Gods vision has come to pass and will remain.
Asserts community identity and belonging through religious/cultural framing while describing a local conflict over church presence.
BClanBeauty
Oct 2, 2025
Do they assimilate?What drinking,drugs , welfare and the Canadian lifestyle!
Do they assimilate?What drinking,drugs , welfare and the Canadian lifestyle!
Questions whether immigrants assimilate and frames Canadian lifestyle negatively, asserting cultural boundaries and implying incompatibility.
yogasamrat
Oct 5, 2025
Canadindia ... F*ck that!
Canadindia ... F*ck that!
Hostile rejection of 'Canadindia' framing expresses ethnic/national identity anxiety and opposition to demographic change.
OneManArmy1973
Oct 2, 2025
Thank you Liberal voters.
Thank you Liberal voters.
Blames a political group (Liberal voters) for immigration outcomes, framing this as partisan identity conflict.
FrankShoniker
Oct 1, 2025
Punjabi Metropolis..not seeing all sort of Indians
Punjabi Metropolis..not seeing all sort of Indians
Observation about ethnic/cultural composition of a location, implying demographic change and identity-based framing.
Identity Assertion
0.75
CarEngineOutCompetely
Oct 7, 2025
street shitters are called
street shitters are called
Uses a derogatory ethnic slur to demean a specific community, asserting negative identity-based stereotypes.
Identity Assertion
0.75
alexio6977
Oct 6, 2025
You are a colonizer. You are NOT indigenous to ANYWHERE on the planet except Europe/Eurasia
You are a colonizer. You are NOT indigenous to ANYWHERE on the planet except Europe/Eurasia
Uses identity-based framing to exclude the commenter from belonging, invoking colonial history and geographic origin claims.
placesandspaces3489
Aug 29, 2025
American siding with the stronger and much more intelligent leader! ??????????
American siding with the stronger and much more intelligent leader! ??????????
Asserts preference for a foreign leader over Canadian leadership, using comparative framing and identity positioning.
@vannymanny8667
Mar 4, 2025
Don't call them "Pakis", call them Indians. Pakistanis don't flock into places this way, These guys simply don't want to live in India.
Don't call them "Pakis", call them Indians. Pakistanis don't flock into places this way, These guys simply don't want to live in India.
Distinguishes between ethnic groups and makes unsupported claims about migration motivations while asserting cultural/national identity boundaries.
dst1035
Oct 5, 2025
Justin Trudeau got his ass fxxck by Trump and did not get paid. He is a shame to Canadians.
Justin Trudeau got his ass fxxck by Trump and did not get paid. He is a shame to Canadians.
Attacks Prime Minister's credibility and frames him as a shame to Canadian identity, combining personal criticism with national belonging claims.
@efaxing6649
Mar 4, 2025
Every immigrant of any color thinks they deserve the best , rest are just trash.
Every immigrant of any color thinks they deserve the best , rest are just trash.
Makes a sweeping generalization about immigrant entitlement and superiority attitudes, framing immigrants as a threatening out-group.
vicky8919
Oct 11, 2025
Canada and UK are the provinces of India
Canada and UK are the provinces of India
Provocative claim that Canada and UK are now 'provinces of India,' using comparative framing to assert demographic takeover and loss of national identity.
arslantariq842
Oct 14, 2025
Why polish peaple are so racist that guy his taking about immigrant he come from polland why he talking about anther immigrant???????
Why polish peaple are so racist that guy his taking about immigrant he come from polland why he talking about anther immigrant???????
Raises a question but primarily makes an identity-based accusation about Polish people being racist, framing an in-group/out-group dynamic.
suldaanadan2989
Oct 14, 2025
canada is such a cuckhold country
canada is such a cuckhold country
Uses derogatory language to assert a negative characterization of Canadian national identity and values.
Identity Assertion
0.75
rounddonke7800
Oct 12, 2025
Donald Trump is the greatest president we have ever had
Donald Trump is the greatest president we have ever had
Assertion of political allegiance and positive evaluation of a US political figure, reflecting identity positioning.
Identity Assertion
0.75
@dustinbennett5346
Mar 4, 2025
Remember Trump and his little entourage and delusional supporters wanted this. Most Americans did not and do not all feel the same way.
Remember Trump and his little entourage and delusional supporters wanted this. Most Americans did not and do not all feel the same way.
Distinguishes between Trump supporters and broader American population, asserting that most Americans don't support Trump's position.
@themandalorian2107
Mar 4, 2025
Bruh don’t just stand with Canada you might as well stand in Canada, echo chamber in this bitch can’t hear that we are not here to hold canadas broke ass hand
Bruh don’t just stand with Canada you might as well stand in Canada, echo chamber in this bitch can’t hear that we are not here to hold canadas broke ass hand
Us-vs-them framing asserting American identity and rejecting alignment with Canada, with dismissive tone toward Canadian economic situation.
@migstersworld
Mar 4, 2025
We don't care what you say have or promise
We don't care what you say have or promise
Dismissive statement asserting independence and rejection of external authority or influence.
Identity Assertion
0.75
@dansimmons5796
Mar 4, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)