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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Unverified Claim
3,221 comments
4:29 too advocate for this man. Went to a KFC with all "immigrant workers, and we did a mobile order and went in shortly after only to wait 30 minutes whilst watching over 5 seperate …
4:29 too advocate for this man. Went to a KFC with all "immigrant workers, and we did a mobile order and went in shortly after only to wait 30 minutes whilst watching over 5 seperate "immigrant friends" come in talk, WHILE they do their orders, and then get served immediately.
Presents a specific anecdotal claim about preferential treatment of immigrant workers without evidence, implying systemic bias.
brandond2394
Jan 27, 2026
Trump has a deal done with Putin,all the raw materials he wants,and the kgb and mossad know all about the little visits to the island,that is what it was there for
Trump has a deal done with Putin,all the raw materials he wants,and the kgb and mossad know all about the little visits to the island,that is what it was there for
Presents conspiracy theory claims about Trump-Putin dealings and alleged blackmail without evidence, combining unsubstantiated allegations with threat framing.
@johnmeyler7402
Mar 4, 2025
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham schools in India abuse our immigration merit system. What's even worse is that we bring in different groups of people from that region indiscriminately, and they fight each other when they get here too... who would have thought??? Indian people are great, when you actually thoroughly vet them. If you check the numbers given by the Canadian government its insanely disproportionate how many people are immigrating from India relative to other countries.
Makes specific factual claims about Indian immigration statistics and 'sham schools' without evidence, combined with fear-based framing about crime and social conflict.
Smorccc
Jan 27, 2026
They can barely speak English. Thats crazy
They can barely speak English. Thats crazy
Makes a sweeping factual claim about immigrants' English proficiency without evidence.
Unverified Claim
0.85
Cwacker3
Jan 27, 2026
Yea trudoe, the canadian government literally imported every race except one, its happening in every European descent country. We thought we had to worry about the inside and one border no were surrounded. The great …
Yea trudoe, the canadian government literally imported every race except one, its happening in every European descent country. We thought we had to worry about the inside and one border no were surrounded. The great replacement theory is real. Do not sit in your echo chamber and be a sheep go out and see for yourself, it isnt hard.
Promotes the unsubstantiated 'great replacement theory' conspiracy, making fabricated claims about government immigration policy targeting specific races.
charlieinthebushes6207
Jan 27, 2026
Fentanyl isn't flooding in the US from Canada (0.2% !!). In face I wouldn't be surprised if more is flowing into Canada from the US than from Canada.
Fentanyl isn't flooding in the US from Canada (0.2% !!). In face I wouldn't be surprised if more is flowing into Canada from the US than from Canada.
Presents a specific factual claim (0.2% fentanyl statistic) without evidence to counter a common assertion about drug trafficking.
@aaronrumple
Mar 4, 2025
Any government official who allows this to happen in any region is getting their pockets lined with heavy cash by the offenders. That’s politics
Any government official who allows this to happen in any region is getting their pockets lined with heavy cash by the offenders. That’s politics
Makes an unsubstantiated claim that government officials are being bribed without evidence, framed as a factual assertion.
MarvinsBareFootNow
Jan 23, 2026
Tim Uppal, as a Member of Parliament and Parliamentary Secretary to the Minister of Citizenship, Immigration, and Multiculturalism in 2010, announced a new initiative called the Student Partners Program (SPP) that resulted in a significant …
Tim Uppal, as a Member of Parliament and Parliamentary Secretary to the Minister of Citizenship, Immigration, and Multiculturalism in 2010, announced a new initiative called the Student Partners Program (SPP) that resulted in a significant increase in the approval rate of visas for students from India. This turned out to be scam, students did not come to study and go back, it was a backdoor for PR. In addition, a number of Indian students on student visas have committed crimes such as extortion, drug trafficking and killed people on highways as unqualified truck drivers. Lastly, they majority of them lack of consideration for others may it be economically or socially.
Makes specific factual claims about visa fraud, crimes by Indian students, and cultural incompatibility without evidence; combines with threat framing.
MC117-m4l
Jan 20, 2026
2.9 million people need to sent back their countries. Canada has become a third world toilet.
2.9 million people need to sent back their countries. Canada has become a third world toilet.
Makes specific numerical claim (2.9 million) without evidence and uses inflammatory language about national decline.
MountainMadnessCanuck
Jan 17, 2026
Trudeau harbors terrorists from India in his govt as his ministers terrorizing Canadians. WTF he is talking. Trudeau needs to be tried in ICJ for facilitating terrorism and intervention in foreign countries
Trudeau harbors terrorists from India in his govt as his ministers terrorizing Canadians. WTF he is talking. Trudeau needs to be tried in ICJ for facilitating terrorism and intervention in foreign countries
Makes specific factual claims about Trudeau harboring terrorists and ministers terrorizing Canadians without evidence, and calls for ICJ prosecution.
@NerdHypothesis-c5e
Mar 4, 2025
Remember also the sis attempt to build methlab that could provide entire America. That also was them.
Remember also the sis attempt to build methlab that could provide entire America. That also was them.
Makes a cryptic, unsubstantiated claim about a methlab construction attempt attributed to Canada without evidence or context.
Unverified Claim
0.85
@SamuelFoster666
Mar 4, 2025
their school degrees and any form of certification certificate are fake. I used to know an Indian can get any degree or certicate for few hundred bucks and he said all his friends got them
their school degrees and any form of certification certificate are fake. I used to know an Indian can get any degree or certicate for few hundred bucks and he said all his friends got them
Presents specific factual claim about fraudulent credentials from India without evidence, relying on anecdotal hearsay.
Unverified Claim
0.85
nghivu7442
Feb 10, 2026
And 0 will go home.
And 0 will go home.
Makes a specific factual claim (zero deportations) without evidence, suggesting government inaction.
Unverified Claim
0.85
scottyoung9365
Jan 15, 2026
Theres already 5 or 6 million with expired paperwork
Theres already 5 or 6 million with expired paperwork
Presents a specific numerical claim (5-6 million with expired paperwork) without evidence or source.
Unverified Claim
0.85
Mike-y9l2m
Jan 15, 2026
Only one thing can explain Trump behavior, secret obligations to putin.
Only one thing can explain Trump behavior, secret obligations to putin.
Presents unsubstantiated conspiracy theory linking Trump's behavior to secret obligations to Putin.
Unverified Claim
0.85
@timshal2
Mar 4, 2025
I know my gvt won't let us down. But, now, we, canadians, need to be strong and DON'T BELIEVE A WORD OF PP. PP IS THE PUPPET OF TRUMP. AND TRUMP IS A TOY OF …
I know my gvt won't let us down. But, now, we, canadians, need to be strong and DON'T BELIEVE A WORD OF PP. PP IS THE PUPPET OF TRUMP. AND TRUMP IS A TOY OF RUSSIA.
Makes unsubstantiated claims that PP is a Trump puppet and Trump is controlled by Russia, while urging Canadians not to believe him.
@chafouaube985
Mar 4, 2025
all 2.9 million of them will stay without proper papers, thanks to the liberals
all 2.9 million of them will stay without proper papers, thanks to the liberals
Makes a specific factual claim about 2.9 million undocumented immigrants without evidence, combined with criticism of Liberal policy.
WeTheNorthRaptors
Jan 16, 2026
This is happening all over California. Especially if Fresno. There are thousands from Punjab and haryana. They are the worst drivers. They’re always on the phone. They can get a California state I’d and drivers …
This is happening all over California. Especially if Fresno. There are thousands from Punjab and haryana. They are the worst drivers. They’re always on the phone. They can get a California state I’d and drivers license with only providing one name. Most of the I.d.s will actually say “no first name” or “no name given”where first or last name goes but will have just one name on i.d.
Makes unverified claims about driver behavior and ID documentation practices while stereotyping a specific ethnic group, combining false assertions with demographic anxiety.
kp905
Jan 27, 2026
They gave them all a credit cards and hotel rooms.
They gave them all a credit cards and hotel rooms.
Makes a specific factual assertion (credit cards and hotel rooms provided) without evidence, typical of unsubstantiated claims about government support for immigrants.
Unverified Claim
0.85
JohnnyJupiter5
Jan 5, 2026
50% of the US voting contingent are dumb.
50% of the US voting contingent are dumb.
Makes a specific factual claim (50% of US voters are dumb) presented without evidence, though framed as opinion.
Unverified Claim
0.85
@naqqashsharif5561
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)