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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Moral Argument
2,863 comments
All I see is a group of people who were friendly and nice to you, while you platformed low-lifes and junkies to denigrate them.
All I see is a group of people who were friendly and nice to you, while you platformed low-lifes and junkies to denigrate them.
Critiques the video's framing and editorial choices, arguing it unfairly represents a community by platforming negative examples.
ifeanyianene6770
Nov 2, 2025
Either Canada belong to no one or Canada belongs to everyone ! We can't play favourite until we consult the real people of this land who were not interviewed ! lol Canada is a circus …
Either Canada belong to no one or Canada belongs to everyone ! We can't play favourite until we consult the real people of this land who were not interviewed ! lol Canada is a circus people take it too seriously !
Appeals to fairness and consultation principles regarding Indigenous sovereignty, with ironic/satirical tone about Canadian governance.
RA6162
Oct 27, 2025
"No raindrop ever considers itself responsible for the storm"
"No raindrop ever considers itself responsible for the storm"
Uses a metaphorical appeal to collective responsibility and shared accountability, suggesting individuals shouldn't bear sole blame for systemic issues.
LordDuncon
Oct 28, 2025
The woman crying about her pity party maybe should get rid of the car...try living on a fixed income before you bitch about how sad your life is
The woman crying about her pity party maybe should get rid of the car...try living on a fixed income before you bitch about how sad your life is
Dismissive critique questioning someone's right to complain about hardship, implying moral judgment about their circumstances.
roxannegallinger7511
Aug 26, 2025
Out of so many people those degenerate glorified thieves (“people in AI”) are your concern? Are tou joking? You can easily replace them with AI or if not hire these types remotely overseas much cheaper. …
Out of so many people those degenerate glorified thieves (“people in AI”) are your concern? Are tou joking? You can easily replace them with AI or if not hire these types remotely overseas much cheaper. What a joke.
Im not interested in immigration stuff but I am happy this law passed since it gives some justice to these vile people.
Uses dehumanizing language ('degenerate thieves') to make a moral judgment about certain immigrants while discussing economic alternatives.
Wandrative
Nov 21, 2025
Isn't that sick 2 people? 7 or 8 years in jail for peaceful protest. I hope so many Canadians come out to defend them. I'll be one of them. Government. Pretty d*** disgusting, Trudeau. Made …
Isn't that sick 2 people? 7 or 8 years in jail for peaceful protest. I hope so many Canadians come out to defend them. I'll be one of them.
Government. Pretty d*** disgusting, Trudeau.
Made that happen telling my neighbors when they had an extra person in the house. Go to hell.
I can't stand none of you. I totally agree with that woman speaking about this.
I refused to totally hate myself for my opinion. I see. What's going on? It's a takeover.
Condemns government action as 'disgusting' and unjust, calls for public defense of protesters, framed as ethical outrage against perceived injustice.
susanurquhart8156
Aug 26, 2025
Shameful and disgusting what a joke this crap must stop I cannot believe this shit
Shameful and disgusting what a joke this crap must stop I cannot believe this shit
Expresses moral disapproval of immigration policy using emotional language about shame and disgust.
Moral Argument
0.75
gl-pj1kf
Nov 21, 2025
That 70iq remark is based on racism. Do a little research and you’ll see what I mean
That 70iq remark is based on racism. Do a little research and you’ll see what I mean
Calls out a racist claim as unethical and urges fact-checking, appealing to fairness and evidence-based reasoning.
MarioJimenez-r3n
Jan 27, 2026
Carnivorous Cultures Take Advantage of Our Christian Compassion 😮🎉😢
Carnivorous Cultures Take Advantage of Our Christian Compassion 😮🎉😢
Appeals to Christian values and compassion while framing certain immigrant groups as exploitative, mixing moral and identity-based framing.
митрида
Aug 25, 2025
Now i understand why the canadian immigration has the requirements they do in place. It is to protect their Canadian people
Now i understand why the canadian immigration has the requirements they do in place. It is to protect their Canadian people
Appeals to protective duty and fairness principle that immigration requirements exist to safeguard Canadian citizens.
Moral Argument
0.75
Tshy-2025
Aug 25, 2025
The guy with a bike needs to learn that his grandfathers stole Canada from the Indians! 😂Calling Africans useless shows how low IQ he has.
The guy with a bike needs to learn that his grandfathers stole Canada from the Indians! 😂Calling Africans useless shows how low IQ he has.
Combines a historical moral argument about colonial theft with a dehumanizing false claim about intelligence, primarily framed as ethical critique.
Iyassu-k8d
Jan 27, 2026
You guys just complain too much about everything yall live in Canada everything is available around you but yet can't get it, what about the people in Gaza that is starving to death and Yemen …
You guys just complain too much about everything yall live in Canada everything is available around you but yet can't get it, what about the people in Gaza that is starving to death and Yemen and Sudan what they can say about it
Appeals to perspective and gratitude by comparing Canadian conditions to humanitarian crises elsewhere, implying moral judgment of complainers.
Abchdnd
Aug 25, 2025
5:20 "grape isnt against their culture" is false. this is a MAN issue. men dont find it a problem to violate women and they barely get any punishment for it. look at the files recently …
5:20 "grape isnt against their culture" is false. this is a MAN issue. men dont find it a problem to violate women and they barely get any punishment for it. look at the files recently published by the fbi. you got every type of coloured man hurting kids and women.
Commenter makes a moral argument about gender-based violence while citing FBI data, though the claim about 'every type of coloured man' appears to misrepresent or fabricate evidence.
thechosenone-g4v
Feb 7, 2026
Well, all Liberal voters deserve to be homeless and unemployed.
Well, all Liberal voters deserve to be homeless and unemployed.
Makes a harsh moral judgment wishing harm on a political group, framed as retributive justice.
Moral Argument
0.75
ToonieCollector
Jun 20, 2025
Shitting on immigrants when the economy takes a hit, it’s as old as the rosetta stone unfortunately.
Shitting on immigrants when the economy takes a hit, it’s as old as the rosetta stone unfortunately.
Uses historical analogy to critique the pattern of blaming immigrants during economic downturns as an old, unjust practice.
ovrskr
Nov 24, 2025
A tragedy? Excuse me??? Gtfo
A tragedy? Excuse me??? Gtfo
Rejects characterization of immigration situation as tragic, implying disagreement with the moral framing presented.
Moral Argument
0.75
a.b.2850
Nov 22, 2025
Freedom is a lie, they want immigrants to pay taxes but don’t expect any freedom or rights
Freedom is a lie, they want immigrants to pay taxes but don’t expect any freedom or rights
Argues that immigrants are denied freedom and rights despite contributing taxes, framing this as an injustice and broken social contract.
NarinaLove
Dec 5, 2025
Trump is a bully. ?
Trump is a bully. ?
Characterizes Trump as a bully, invoking moral judgment about his behavior and character.
Moral Argument
0.75
@TheJeeJoo
Mar 5, 2025
Speaking truth to power is very unpopular these days and the truth is coming from Canada.
Speaking truth to power is very unpopular these days and the truth is coming from Canada.
Appeals to truth-telling as a moral principle while implicitly critiquing those in power for suppressing it.
@mrt5040
Mar 5, 2025
This is the mindsets of western county's what's they thinking about none white people's they are treat them like a animals
This is the mindsets of western county's what's they thinking about none white people's they are treat them like a animals
Appeals to fairness and human dignity while critiquing Western countries' dehumanizing treatment of non-white people.
gajendersing7600
Feb 17, 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)