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
Unverified Claim
3,221 comments
Trump is being played by Elon Musk. Elon is during the work of Putin. Elon is Trojan Horse, and Trump can only see dollar signs.
Trump is being played by Elon Musk. Elon is during the work of Putin. Elon is Trojan Horse, and Trump can only see dollar signs.
Makes specific unsubstantiated claims about Elon Musk being controlled by Putin and serving as a Trojan Horse.
@carriecancer3679
Mar 4, 2025
Trump doesn't want to invest in Canada. He wants to steal their assets.
Trump doesn't want to invest in Canada. He wants to steal their assets.
Makes unsubstantiated claim that Trump intends to 'steal' Canadian assets rather than engage in legitimate trade negotiations.
@judyjackson2260
Mar 4, 2025
Bc your caused are subsidized that's why 🤦🤦🤦🤦🤦🙎wake up people
Bc your caused are subsidized that's why 🤦🤦🤦🤦🤦🙎wake up people
Asserts without evidence that immigrant causes are subsidized, paired with a call to awareness ('wake up people').
ancacox8886
Sep 22, 2025
Donald Trump say he's a teetotaler but I seriously doubt it.
Donald Trump say he's a teetotaler but I seriously doubt it.
Makes an unsubstantiated claim about Trump's personal habits contradicting his public statements.
Unverified Claim
0.80
@blackfrost1359
Mar 4, 2025
While everyone blames China, India is conquering and destroying the world under everyone's noses.
While everyone blames China, India is conquering and destroying the world under everyone's noses.
Makes an unsubstantiated claim that India is 'conquering and destroying the world' without evidence, framed as a hidden threat.
PinoyVanLife
Sep 20, 2025
These are fraud colleges opened to solicite money inthe name of Canadian university
These are fraud colleges opened to solicite money inthe name of Canadian university
Makes an unsubstantiated claim that colleges are fraudulent schemes designed to solicit money.
Form_Evolve_Invent_India
Jan 29, 2026
The duck made enemies with Zelenskyy/Ukraine and now it made enemies with Trudeau/Canada.\nThe duck is a russian puppet.
The duck made enemies with Zelenskyy/Ukraine and now it made enemies with Trudeau/Canada.\nThe duck is a russian puppet.
Makes an unsubstantiated claim that Trump is a Russian puppet based on pattern of conflicts with allies.
@D-J-Q
Mar 5, 2025
All parties exist in Ottawa are supporting unvetted mass immigration so they get their votes.
All parties exist in Ottawa are supporting unvetted mass immigration so they get their votes.
Asserts a specific factual claim (all parties support unvetted mass immigration for votes) presented without evidence.
m79181
Jun 17, 2025
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to …
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to be innocent with lies. Instead of following regulations, they started rioting in city squares, in city parks, making noise, throwing garbage. "Halt on Deportations: In response to the scandal, the Canadian government paused the deportation of the implicated students to investigate the situation further and consider alternative solutions.
Review of Cases:A process was put in place to review the cases of the affected students, particularly those who were victims of the fraud.
Fake Admissions:The students obtained their Canadian visas through a fraudulent agent who provided fake admission offers from Humber College, leading to their entry into the country.
Loss of Status:Upon discovering the fake letters, the students were deemed to have lost their study permit status, making them subject to deportation by the Canada Border Services Agency (CBSA).
Political Pressure:The New Democratic Party (NDP) in Canada called on the government to not deport these students, highlighting their exploitation and the circumstances under which they were brought to Canada.
Crackdown on Scammers:The government and authorities also began cracking down on the agents and fraudulent institutions that facilitated this scam, as the students were often unaware of the forged nature of their documents, according to the Canadian Federation of Students.
Advocacy for Students:Organizations and Members of Parliament (MPs) called on the government to show leniency towards the students, highlighting their victim status and advocating for waivers of deportation.
Makes specific claims about fraudulent visas and student behavior (rioting, throwing garbage) presented as fact without substantiation, though includes some factual policy context.
TeaM-x8l
Sep 23, 2025
Most of them in Canada are khalistani who even indian government wont let in.... So they will always be in canada....😂 Enjoy 😂
Most of them in Canada are khalistani who even indian government wont let in....
So they will always be in canada....😂
Enjoy 😂
Makes unsubstantiated claims about Khalistani separatists and Indian government deportations without evidence, combined with dismissive humor.
kbbi-l6r3r
Feb 28, 2026
Most don't even spend the money they make here in Canada,, they send it back to Indiana
Most don't even spend the money they make here in Canada,, they send it back to Indiana
Makes a specific factual claim about immigrants sending earnings abroad (to Indiana) without evidence.
SuperDaleski1
Aug 25, 2025
Talking to Trump like he is not an russian asset.
Talking to Trump like he is not an russian asset.
Repeats an unsubstantiated factual claim (Trump is a Russian asset) as a criticism of the video's framing.
Unverified Claim
0.80
@donmai79sge45
Mar 4, 2025
These Indian only hire their own people and discriminate against others
These Indian only hire their own people and discriminate against others
Makes a sweeping, unsubstantiated claim about discriminatory hiring practices by Indian business owners without evidence.
thetruth392
Jan 29, 2026
Thanks for making this video! What's crazy that people might not understand is it's not isolated to just that city. It's every major populated city in Canada is getting overrun. Most minimum wage jobs and …
Thanks for making this video! What's crazy that people might not understand is it's not isolated to just that city. It's every major populated city in Canada is getting overrun. Most minimum wage jobs and security are always 95% Indians. I don't understand how this was aloud..
Presents specific factual claims about employment demographics and systemic overrepresentation without evidence, framing it as a widespread problem.
Jam_Ram
Jan 27, 2026
A student visa is totally fraud they are just enrolled students for immigration only.
A student visa is totally fraud they are just enrolled students for immigration only.
Makes a sweeping, unsubstantiated claim that student visas are fraudulent schemes without evidence.
MullBatoora-kf6cj
Jan 29, 2026
Putin has Trump dancing like a string puppet. \n\nHe has Trump causing all this turmoil creating economic calapse. \n\nHe's going to get Trump to lift sanctions so Putin can rebuild his military and weapons until …
Putin has Trump dancing like a string puppet. \n\nHe has Trump causing all this turmoil creating economic calapse. \n\nHe's going to get Trump to lift sanctions so Putin can rebuild his military and weapons until Russia becomes more powerful than America. \n\nThen Putin will take Trump's lunch money.
Presents specific unfounded claims about Putin controlling Trump, causing economic collapse, and manipulating geopolitical outcomes without evidence.
@outdafractured5603
Mar 4, 2025
No its lile the somali fraud. Policitcans use the Indians as pawns to laubder and funnel money. And they need the scam to get rich and the indians are happy to be the pawns they …
No its lile the somali fraud. Policitcans use the Indians as pawns to laubder and funnel money. And they need the scam to get rich and the indians are happy to be the pawns they get wealthy oarticipating
Makes specific but unsubstantiated claims about politicians using Indian immigrants for money laundering and fraud schemes.
Honeyddripdiddler
Jan 27, 2026
Brampton has a monkey man statue, So they are monkeys? Makes sense.
Brampton has a monkey man statue, So they are monkeys? Makes sense.
Makes a dehumanizing false claim using a statue as fabricated evidence of demographic characteristics.
glennpritchard274
Jan 29, 2026
Hitler came to power legally
Hitler came to power legally
Makes a historical comparison implying a leader came to power legally like Hitler did, presenting this as a factual parallel without substantiation.
@Tom-qy5zi
Mar 4, 2025
Tutti i Rom in Europa sono nomadi provvenienti da India ☝️⛔
Tutti i Rom in Europa sono nomadi provvenienti da India ☝️⛔
Makes a demonstrably false historical/ethnic claim about Roma people's origins, presented as fact.
Unverified Claim
0.80
giuseppeceniccola2245
Mar 1, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)