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
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
I pray Trump does not give up his fight for American people. All American people. They tariff some of our goods 100+% and they no longer will get away with it. Thank you Trump.
I pray Trump does not give up his fight for American people. All American people. They tariff some of our goods 100+% and they no longer will get away with it. Thank you Trump.
Appeals to fairness and justice ('All American people') while defending tariff policy as retaliation against unfair trade practices.
@williamthomas4458
Mar 4, 2025
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
..no immigrants involved in Lindsay incident..the new slaves are the immigrants..business greed..they tell Ford they need young folks they can oppress..greed..subjugation..government supported..
..no immigrants involved in Lindsay incident..the new slaves are the immigrants..business greed..they tell Ford they need young folks they can oppress..greed..subjugation..government supported..
Frames immigration as exploitation and subjugation driven by business greed and government complicity, appealing to justice concerns while critiquing policy.
wadeanthony8538
Aug 25, 2025
That guy explained what they think and not respecting our religion, then easier go in the country of your religion and no more need for hating Christian or other religions 🤔😥
That guy explained what they think and not respecting our religion, then easier go in the country of your religion and no more need for hating Christian or other religions 🤔😥
Appeals to religious respect and cultural fit, suggesting immigrants should relocate to countries matching their faith rather than disrespect the host nation's religion.
Germany._.Kit77
Aug 26, 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
Justin: Trump is a fool. Not Americans, who value our relationship.
Justin: Trump is a fool. Not Americans, who value our relationship.
Distinguishes between Trump's character and American values, appealing to ethical principles about respecting relationships.
@michaellargent4411
Mar 4, 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
*hot take* You don't own what you can't protect. Sadly, the people trusted the government to protect these things for them!
*hot take* You don't own what you can't protect. Sadly, the people trusted the government to protect these things for them!
Presents philosophical argument about ownership and protection rights, critiquing government's failure to protect national interests.
sin_scorpion79
Aug 28, 2025
Donald has done such a great job in making America's allies running away and the global declining of America's influence will exacerbate from this point on?\nKeep up good work Donald!
Donald has done such a great job in making America's allies running away and the global declining of America's influence will exacerbate from this point on?\nKeep up good work Donald!
Uses ironic criticism to argue that Trump's actions damage America's global standing and relationships with allies, framed as a cautionary concern.
@บักแหวงคนไม่เต็ม87792
Mar 4, 2025
Do not judge, lest ye be judged. I can see (soon) people advocating for things that they called others "evil" for only half a century ago.
Do not judge, lest ye be judged.
I can see (soon) people advocating for things that they called others "evil" for only half a century ago.
Invokes moral principle (non-judgment) and warns against hypocrisy, implicitly critiquing the discourse in comments above on ethical grounds.
infinityinfinityinfi
Aug 28, 2025
Sounds like micro aggression disguised.
Sounds like micro aggression disguised.
Critiques the video/discussion as containing microaggression, appealing to fairness and ethical treatment.
Moral Argument
0.75
independentmind6345
Aug 29, 2025
We believe you, we know trump is a liar, a felon, a criminal.
We believe you, we know trump is a liar, a felon, a criminal.
Makes character accusations against Trump (liar, felon, criminal) framed as moral judgments, with 'felon' and 'criminal' being specific claims.
@kerrypolingo1607
Mar 4, 2025
When Canada says No to her Creator God/Jesus the Christ, she goes downhill.
When Canada says No to her Creator God/Jesus the Christ, she goes downhill.
Frames national decline as moral/spiritual consequence of rejecting religious values, appealing to religious ethics and divine judgment.
Moral Argument
0.75
TinaMac-j9o
Sep 3, 2025
Amen Amen I totally agree with you immigrants must adapt to Canadians culture. Most immigrants are honest hard working people. Some people just come and use and abuse the system, and this should be tolerated …
Amen Amen I totally agree with you immigrants must adapt to Canadians culture. Most immigrants are honest hard working people. Some people just come and use and abuse the system, and this should be tolerated it must stop now.
Balances acknowledgment of honest immigrants with moral condemnation of those who 'abuse the system,' appealing to fairness principles.
yvonnethomas5599
Sep 8, 2025
As an American I am deeply ashamed of the current administration; the greed, the ignorance & the blatant corruption. The GOP is the party of Putin.
As an American I am deeply ashamed of the current administration; the greed, the ignorance & the blatant corruption. The GOP is the party of Putin.
Personal expression of shame about US administration's corruption and greed, framed as ethical critique of GOP governance.
@ashflash8067
Mar 4, 2025
if you enter someone else's house, you take your damn shoes off at the door and be polite to the host
if you enter someone else's house, you take your damn shoes off at the door and be polite to the host
Uses a metaphorical moral principle (respecting the host's house) to argue immigrants should conform to Canadian norms.
YouLikeJazzy
Sep 13, 2025
When are people gonna start telling the truth? Donald isn't smart, his government is clearly a russian asset, he's got the mental acuity of a four year old. America, wtf are you doing, stop watching …
When are people gonna start telling the truth? Donald isn't smart, his government is clearly a russian asset, he's got the mental acuity of a four year old. America, wtf are you doing, stop watching the news, get to Washington....
Criticizes political leadership on moral/competence grounds and urges Americans to take action ('get to Washington'), combining ethical appeal with mobilization.
@donohirst
Mar 4, 2025
this is because of sikhs being persecuted in India..
this is because of sikhs being persecuted in India..
Provides humanitarian justification for Sikh migration based on persecution in India, appealing to moral principles of refuge and safety.
Moral Argument
0.75
OpenSoceity
Sep 19, 2025
People who against immigration, they don't know , if immigrants not came here , how you could get social welfare.
People who against immigration, they don't know , if immigrants not came here , how you could get social welfare.
Appeals to immigrants' economic contribution to social welfare systems as a moral argument for their acceptance.
Moral Argument
0.75
muhammadanwerhussain2113
Sep 19, 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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