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
Search & Filter
Moral Argument
2,863 comments
This is an interesting issue. I have lived in both Brampton and Surrey, and there is some real issues with immigration. But the homeless you showed made me think about the other side of the …
This is an interesting issue. I have lived in both Brampton and Surrey, and there is some real issues with immigration.
But the homeless you showed made me think about the other side of the coin, these Indian immigrants would probably do a better job feeding our own homeless if they were aware they were welcome.
Things like garbage and stuff, indians have less civil duty because their own cultural issues. But they have a sense of duty of family and community.
So we need to hold our goverment responsible for not handling emmigration properly, but also if have compassion and bring these people into our communities as well, then you will feel a new sense of duty from them.
Its a tough issue on both sides that our goverments are forcing us the people to deal with
Nuanced lived experience acknowledging both integration challenges and potential for community contribution, appealing to compassion and government accountability.
Jeff-Von-Landshark
Oct 2, 2025
The politicians and heads of the banks are traitors to the Canadian people. It's unreal what they've done to this country
The politicians and heads of the banks are traitors to the Canadian people. It's unreal what they've done to this country
Accuses political and financial leaders of betrayal and harm to Canadians, combining moral condemnation with threat perception.
videomofo
Nov 25, 2025
what about the rest of the countries? Have you checked? Sounds like a racist agenda targeted against Indians
what about the rest of the countries? Have you checked? Sounds like a racist agenda targeted against Indians
Accuses the video of targeting a specific ethnic group unfairly, framing the issue as discriminatory.
binarystar-y9w
Oct 1, 2025
you know then tell all whites not to receive any benefits from Indian tax payers. just don't get that. create an exception that Canada is only for white europeans who came here may be 100 …
you know then tell all whites not to receive any benefits from Indian tax payers. just don't get that. create an exception that Canada is only for white europeans who came here may be 100 years earlier than Indians. these kind of bullshits are normalized.
Appeals to fairness and equal treatment by questioning why Indian immigrants should receive benefits if they're not 'European,' framed as a justice argument against perceived discrimination.
anandbabu1346
Jan 27, 2026
Trump is a NARCISSISTIC egotistical bully, liar, racist, sexist, uneducated moron. He is a friend of Russia, interested only in boosting his own sense of importance and greed. Here in the UK he is universally …
Trump is a NARCISSISTIC egotistical bully, liar, racist, sexist, uneducated moron. He is a friend of Russia, interested only in boosting his own sense of importance and greed. Here in the UK he is universally DETESTED. I hope the whole world responds in the same way as Canada.
Makes character-based moral condemnation of Trump with comparative framing about international sentiment.
@philipperry1
Mar 4, 2025
by that he means, the same group of people will protect themselves and the same group always trampled on will be trampled on.
by that he means, the same group of people will protect themselves and the same group always trampled on will be trampled on.
Critiques fairness and justice by suggesting systemic inequality will persist, with undertones of social concern.
@BrynFLEW
Mar 4, 2025
Canada was built on stolen money from Panjab used to kill natives
Canada was built on stolen money from Panjab used to kill natives
Identical to previous comment; moral critique of Canada's colonial history and treatment of indigenous peoples.
GuyBuddy-i6q
Sep 20, 2025
After slaughter idian native ppl - this is your revard !
After slaughter idian native ppl - this is your revard !
Moral argument invoking historical injustice against Indigenous peoples to critique current immigration policy as karmic consequence.
redwind47
Dec 25, 2025
Canada was built on stolen money from Panjab used to kill natives
Canada was built on stolen money from Panjab used to kill natives
Makes a moral critique of Canada's founding based on historical injustices (stolen wealth, violence against natives).
GuyBuddy-i6q
Sep 20, 2025
I am wonderful about his racism, he even didn't know how the Eritreans faith and how they fear God more than the law. And about their hard working and honesty, richest cultural family orientation.
I am wonderful about his racism, he even didn't know how the Eritreans faith and how they fear God more than the law. And about their hard working and honesty, richest cultural family orientation.
Defends Eritrean immigrants by appealing to their moral virtues (faith, hard work, honesty, family values) against accusations of racism.
Erifuture
Jan 29, 2026
I have heard and seen Canadians get upset with Trudeau but they should be proud of him. Trudeau is a gentleman very professional and he is actually sane. Trump has a lot of loose bolts …
I have heard and seen Canadians get upset with Trudeau but they should be proud of him. Trudeau is a gentleman very professional and he is actually sane. Trump has a lot of loose bolts up there. The worst thing a leader can do is, betray their allies. Trump is a traitor!
Appeals to ethics and sanity as moral principles while comparing leaders and criticizing Trump as a traitor.
@emigdioobesovaldez7426
Mar 4, 2025
I'm sad that so many people are going through so much pain, according to the polls this is what you asked for you all saw what the liberals did in the past so why would …
I'm sad that so many people are going through so much pain, according to the polls this is what you asked for you all saw what the liberals did in the past so why would you give them 4 more years.
Expresses sadness about people's suffering and appeals to voters' judgment about past government performance, grounded in ethical concern.
DavidCassidy-o1p
Sep 7, 2025
This is so sad. The American government undermines its people.
This is so sad. The American government undermines its people.
Moral critique of American government for undermining its own people, implicitly contrasting with Canadian approach.
@JoseGutierrez-rw6tg
Mar 4, 2025
This is how a leader should be, clear in speech and calm, and addressing the problems instead of being a turncoat and selling your own country out, but then were already annoyed at Starmer
This is how a leader should be, clear in speech and calm, and addressing the problems instead of being a turncoat and selling your own country out, but then were already annoyed at Starmer
Appeals to ethical leadership qualities (clarity, calmness, integrity) while comparing favorably to other leaders.
@kidsgrove-spider8405
Mar 4, 2025
As a Canadian that crosses the border, there is an archway with two gates at the crossing. On it the words that say “one mother, two sons” may these gates never close. \n\nNobody wins when …
As a Canadian that crosses the border, there is an archway with two gates at the crossing. On it the words that say “one mother, two sons” may these gates never close. \n\nNobody wins when family fights family.
Personal account of border crossing combined with an appeal to unity and against conflict based on family/relational ethics.
@ASingh-u1x
Mar 4, 2025
Mr. Trudeau is right on and not afraid of the tyrant Donald idiot Trump, but guess who will have to pay for stupid move by the republican idiot that 75 mil. people voted, yes we …
Mr. Trudeau is right on and not afraid of the tyrant Donald idiot Trump, but guess who will have to pay for stupid move by the republican idiot that 75 mil. people voted, yes we will pay the price.
Defends Trudeau's stance as morally right while expressing concern about economic consequences for Canadians.
@tombost6582
Mar 4, 2025
Trump doesn't care about fair, doesn't care about truth, doesn't care about anything other than 1) how much he can get people to fawn over him and 2) how much money he can make off …
Trump doesn't care about fair, doesn't care about truth, doesn't care about anything other than 1) how much he can get people to fawn over him and 2) how much money he can make off of any situation, regardless of who gets hurt in the process.\n\nHey Trudeau, why don't you just annex the US as the 11th Canadian province! That's what I'm talking aboot!
Criticizes Trump's character and motives on ethical grounds, with satirical suggestion about annexing the US.
@craftyguyinthewoods
Mar 4, 2025
What a disgusting joke this current administration is. To trump, his sycophants, and his MAGA supporters... One day all of this will come back on you. I won't be sorry to see it, but I …
What a disgusting joke this current administration is. To trump, his sycophants, and his MAGA supporters... One day all of this will come back on you. I won't be sorry to see it, but I do genuinely pity you.
Condemns the current administration on moral grounds, invoking justice and consequences for wrongdoing.
@capodo
Mar 4, 2025
Speaking as an American. A REAL American who stands by our Constitution and the laws of our land and not with a TRAITOR. We do NOT want this. I have always been clueless to how …
Speaking as an American. A REAL American who stands by our Constitution and the laws of our land and not with a TRAITOR. We do NOT want this. I have always been clueless to how Americans can hear what this traitor says and support it. It reminds me of the movie Shalow Hal. The woman was fat and unattractive but the guy saw this slim beautiful model. This is American right now. We have this Fat Traitor and some Americans see this STRONG Man who is going to make their lives wonderful by hurting all the black and brown people. Right out of the gate he’s telling them all he’s here to hurt and harm every American, but will still hurt and harm black and brown people the most. Many of them will be removed from earth in the largest earth removal since the mid 1930’s. This will end badly for him and all who supports him. The sad result will be the total destruction of our country and if you listened to him. He kept telling you that.
Appeals to constitutional values and warns of moral danger from Trump's policies, particularly targeting vulnerable populations, framed as ethical opposition.
@madboyreadynow28
Mar 4, 2025
we know you guys dont want this nor does us true Americans want it. trump wants this to pretend like hes a tough guy to make him feel like a man for a split second …
we know you guys dont want this nor does us true Americans want it. trump wants this to pretend like hes a tough guy to make him feel like a man for a split second cause deep down he knows hes a disgusting person.
Critiques Trump's character and motivations on ethical grounds while claiming to speak for 'true Americans.'
@mewinthedark8513
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)