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
And how about not sabotaging one another and cooperating instead? Huh? Politicians, I hate you all so much...mainly politicians of leading countries...
And how about not sabotaging one another and cooperating instead? Huh? Politicians, I hate you all so much...mainly politicians of leading countries...
Appeals to ethical principles of cooperation while criticizing politicians, framed as a moral imperative rather than policy-specific critique.
@Midas_2002
Mar 4, 2025
Without rules of law, a country will self-destruct.
Without rules of law, a country will self-destruct.
Appeals to abstract principle of rule of law and national stability as justification for immigration enforcement.
Moral Argument
0.85
jamil19
Sep 29, 2025
Trump and his bunch are just insane.
Trump and his bunch are just insane.
Brief moral condemnation of Trump and associates as 'insane,' appealing to sanity/rationality as ethical standard.
Moral Argument
0.85
@mariohelbig9877
Mar 4, 2025
Even as non canadian, this is very furiating. Its unacceptable
Even as non canadian, this is very furiating. Its unacceptable
Expresses ethical disapproval of the situation as unacceptable, appealing to standards of fairness and accountability.
Moral Argument
0.85
Kailreece
Sep 29, 2025
Trump should be impeached. He's making such bizarre, cruel decisions that show he is not fit for his position.
Trump should be impeached. He's making such bizarre, cruel decisions that show he is not fit for his position.
Argues Trump is unfit based on ethical grounds (cruelty, bizarre decisions), framed as a moral judgment rather than policy analysis.
@1DangerMouse1
Mar 4, 2025
Trump is a criminal and a con man. He is treasonous to his citizens and runs the republican confederate administration. The only people backing him are the maggots who follow the orange orangutan blindidly
Trump is a criminal and a con man. He is treasonous to his citizens and runs the republican confederate administration. The only people backing him are the maggots who follow the orange orangutan blindidly
Makes ethical accusations against Trump (criminal, treasonous) and uses dehumanizing language toward supporters.
@Ivan-eu8nx
Mar 4, 2025
What is the problem here. I wonder how the Natives felt when the Euros came and murdered, raped and held them in reservations.
What is the problem here. I wonder how the Natives felt when the Euros came and murdered, raped and held them in reservations.
Uses historical injustices against Indigenous peoples as a moral counterargument to concerns about current immigration.
jbrown7618
Sep 28, 2025
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats …
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats from the north (3) If immigrants didn't buy our inflated GTA houses from us then we might not have had the Golden Retirements (4) The Dutch in South Africa lost their colony because they didn't have adequate immigrants to help them hold the massive land they captured (5) When someone is uprooted and brought here, they work 150 % than the lazy locals to reestablish their lives this is a fact supported by various economic studies and this is what becomes the engine propelling the country's economic growth (6) When the Chinese came from Hong Kong the locals blamed the Chinese for everything. When the Italians out grew locals in Woodbridge the locals blamed them for everything and called them as Mafia . Now you guys are painting the same thing on to Brown People .This is hypocrisy and not a fact !!! ALL OF YOU ARE SETTLER DESENDANTS OR IMMIGRANTS IN CANADA UNLESS YOU ARE A NATIVE MIND THAT !!! and be grateful for this beautiful world and the life you have . Another fact is Second world war was won by English & Allies using massive African and Indian armies. So the freedom we enjoy today in Canada was helped by African and Indian soldiers as well !!! The English simply don't have the numbers win by themselves .
BE GREATFUL AND LOVE THIS COUNTRY AND IT'S DIVERSITY PERIOD !!!
BELOW IS A SAMPLE OF WHAT IMMIGRANTS ARE DOING TO HELP THE ANGLOSAXONS :
Immigrant Oppenheimer - Enabled America win Second World War
Immigrant Frank Stronach - Founded Magna Corp
Immigrant Andrew Carnegie - Founded United Steel
Immigrant Albert Einstein - Enabled America win Second World War
Immigrant Shiva Ayyadurai- Invented Email
Kevin O'Leary - Irish / Lebanese immigrant
Elon Musk- South African immigrant
AMERICA RUNS ON IMMIGRANT POWER !!! BE GREATFUL !!!
Comprehensive moral defense of immigration using historical comparisons, economic arguments, and appeals to gratitude and fairness against discrimination.
webtv2039
Sep 21, 2025
I respect their right to keep their religion, however not very comfortable with them erecting statues in our country. Its plain disrespectful.
I respect their right to keep their religion, however not very comfortable with them erecting statues in our country. Its plain disrespectful.
Expresses discomfort with religious expression in Canada framed as a matter of respect and national values.
arturitodingo6635
Sep 19, 2025
that iq statement about african people is beyond racist lol..
that iq statement about african people is beyond racist lol..
Calls out racist pseudoscientific claims (IQ statements about African people) as morally wrong.
katama06
Jan 29, 2026
You can still do your thing, live your life, wear your clothes, eat your food. Heck, we love indian, Chinese and Jamaican food. But realize you are here, and act as such...
You can still do your thing, live your life, wear your clothes, eat your food. Heck, we love indian, Chinese and Jamaican food. But realize you are here, and act as such...
Argues that immigrants can maintain cultural practices but must assimilate behaviorally to Canadian norms, framing this as a fairness principle.
xCoffeeNWeedx
Sep 24, 2025
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in …
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in Little Italy. Then it was the Chinese; now every city has a Chinatown. Then it was the Japanese who we sent to camps in the 40s; now we drive their cars. Then it was the Vietnamese they hated because they were fleeing war; now we get a $15 haircut from the woman at the mall. Then it was the Mexicans; now we eat the food from the farms they work at. Then it was the Arabs; now we're fighting for their statehood. Then it was the Koreans; now we have their appliances in our kitchens and cell phones in our hands. Now it's the South East Asian's turn at discrimination and the labelling of those "very dirty people." You'll get over it soon enough and become friends with the Pakistani restaurant owner down the street, or you'll move to Woodstock and enjoy your cultural homogeneity, before the next wave of "others" from some new place around the world threatens your sense of 'I was here first' mentality and ownership of being Canadian. FFS!
Uses historical examples of immigrant groups to argue that discrimination is cyclical and unfounded, appealing to fairness and acceptance.
nitro13333
Sep 20, 2025
Dear everyone, Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, …
Dear everyone,
Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, European culture became more prominent, but it was still a very different place from what we see today. Family values were strong, and who your family was often determined much of your future.
Now, Canadian culture is changing once again. The arrival of Indian immigrants will inevitably influence Canadian culture, whether people like it or not. Some may try to resist—perhaps through a kind of “Trumpism”—but that will only provide temporary comfort. In the long run, Canadian culture will continue to evolve with the influx of newcomers. Today it is Indians; in the coming decades, it may be another nationality.
The key point is to embrace change—and perhaps change ourselves in the process. For example, the rise in homelessness is tied more to social and economic issues than to immigration. Family structures among white Canadians are becoming less central in people’s lives, and religion is also losing influence. Parenting values are often shaped by fleeting psychology trends and “helicopter parenting,” leaving many children without the strong foundation they need.
Perhaps there is something to learn from Indian immigrants about building families, fostering strong connections, and strengthening community ties.
Thank you.
Argues for cultural acceptance and learning from Indian immigrants, appealing to principles of change, fairness, and community values.
human8807
Sep 19, 2025
Trump is a bully. I like how other countries are fighting back to his senseless policies.
Trump is a bully. I like how other countries are fighting back to his senseless policies.
Characterizes Trump as a bully and appeals to the moral principle that other countries should resist what are framed as unjust policies.
@sydneyokpoko625
Mar 4, 2025
Any other past president in history would call Trump treasonous. Even Nixon.
Any other past president in history would call Trump treasonous. Even Nixon.
Invokes historical precedent and moral judgment (treason) to critique Trump's actions, comparing him unfavorably to past presidents.
@domosaur909
Mar 4, 2025
Horrible that all these "right" inmigrants throw under the bus to the new inmigrants. Everybody has the right to dream and better their lives, not just the "correct" inmigrants
Horrible that all these "right" inmigrants throw under the bus to the new inmigrants.
Everybody has the right to dream and better their lives, not just the "correct" inmigrants
Appeals to fairness and equal rights, criticizing established immigrants for discriminating against newer ones based on moral principles of equal opportunity.
abeconrad
Sep 20, 2025
Trump has some twisted affinity for Putin and Dictators. When Trump does not get his way, he tantrums and acts out…a very cardinal trait of Trumps personality. There is no logic—he goes on and on …
Trump has some twisted affinity for Putin and Dictators. When Trump does not get his way, he tantrums and acts out…a very cardinal trait of Trumps personality. There is no logic—he goes on and on about all the lives and dying, then he supports Putin who has 1200 to 1500 Russian youth getting killed daily. \nSLAVA UKRAINI ????
Critiques Trump's moral inconsistency (opposing war deaths while supporting Putin) and compares his actions to dictatorial behavior, grounded in ethical principles.
@collinbillingsley9798
Mar 4, 2025
As an Navy vet what kills me is the U.S., Russia and Ukraine issued an historic Trilateral Statement that promised security assurances to Ukraine once the START I Treaty entered into force and Ukraine became …
As an Navy vet what kills me is the U.S., Russia and Ukraine issued an historic Trilateral Statement that promised security assurances to Ukraine once the START I Treaty entered into force and Ukraine became a non-nuclear weapons state and a party to the Nuclear Non-proliferation Treaty. We as a country have allowed 700 THOUSAND people to perish because we didn't keep our word...it sickens me to no end.
Navy veteran shares lived experience to make an ethical argument about broken security commitments and loss of life.
@shawnadams1460
Mar 4, 2025
Wondering if native peoples were saying that when they became minorities and white people became the majority.
Wondering if native peoples were saying that when they became minorities and white people became the majority.
Uses historical comparison to challenge the fairness of concerns about demographic change, appealing to consistency in moral reasoning.
9desertrose9
Sep 21, 2025
Canadian values: human rights, fairness, and equality, alongside principles of multiculturalism, diversity, and respect for the law. So much for the principles of multiculturalism and diversity canadians keep bitching about.
Canadian values: human rights, fairness, and equality, alongside principles of multiculturalism, diversity, and respect for the law.
So much for the principles of multiculturalism and diversity canadians keep bitching about.
Critiques Canada's failure to uphold stated values of multiculturalism and diversity, framing this as a moral inconsistency.
yashpatel1460
Sep 22, 2025
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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)