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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Humor / Satire
4,434 comments
lol the Bike guy was the man it’s just us poor white trash left. So good haha He ain’t wrong though. They are the better of the immigrants i suppose.
lol
the Bike guy was the man it’s just us poor white trash left. So good haha He ain’t wrong though. They are the better of the immigrants i suppose.
Self-deprecating humor about 'poor white trash' combined with comparative ranking of immigrant groups, using ironic tone.
Own-Isopod
Jan 29, 2026
CNN is still on the air? Surprised that a couple thousand low IQ viewership could keep the lights on…
CNN is still on the air? Surprised that a couple thousand low IQ viewership could keep the lights on…
Sarcastic criticism of CNN's viewership using exaggerated language and insult as comedic device.
@baldeagle5835
Mar 4, 2025
That dude with the bike and helmet broke containment. I just know it.
That dude with the bike and helmet broke containment. I just know it.
Joking reference to a person in the video 'breaking containment,' using internet humor to comment on the video content.
Wazer.W
Jan 28, 2026
Doug Ford is gonna re-think his anti-bike policies after seeing this.
Doug Ford is gonna re-think his anti-bike policies after seeing this.
Uses ironic humor to critique Doug Ford's policies, sarcastically suggesting the video will change his stance on bike-related regulations.
deathmetal11111
Jan 27, 2026
As a Canadian, I have no problem if they are being smuggled out of Canada lol.
As a Canadian, I have no problem if they are being smuggled out of Canada lol.
Comment uses ironic/sarcastic tone to express anti-immigrant sentiment in a joking manner.
TimmyNigfartish
Jan 27, 2026
What about an Agent Orange postage due stamp?
What about an Agent Orange postage due stamp?
Sarcastic reference to Agent Orange (Trump's skin tone) as a postage stamp, using ironic commentary.
Humor / Satire
0.80
@jimsaenger7316
Mar 4, 2025
I’m all for DEI..DEPORT EVERY INDIAN
I’m all for DEI..DEPORT EVERY INDIAN
Sarcastic wordplay on DEI acronym followed by a xenophobic statement, blending dark humor with ethnic targeting.
joelreynoso4572
Jan 27, 2026
Why is it that while watching this video I got like 5 adds in there language?😂
Why is it that while watching this video I got like 5 adds in there language?😂
Sarcastically comments on YouTube ad targeting using emoji, making light of algorithmic language-based advertising.
jasonstiven4460
Jan 28, 2026
If i dont see them at my tim hortons or at my 7/11 they call me every day to tell me my package is being hold at the border
If i dont see them at my tim hortons or at my 7/11 they call me every day to tell me my package is being hold at the border
Employs exaggerated, absurdist humor about immigrants working at Tim Hortons and 7-Eleven while making border package delivery jokes.
Humor / Satire
0.80
dabandpuke
Jan 27, 2026
‘Pay no taxes’ lol, Brampton wouldn’t exist if Indian people paid no taxes.
‘Pay no taxes’ lol, Brampton wouldn’t exist if Indian people paid no taxes.
Uses sarcasm to refute an unverified claim about tax avoidance by pointing to economic evidence.
missBixirin
Sep 19, 2025
Sounds impressive (sarcasm)! Did Trump’s cronies help you put your “plan” together during your last visit?
Sounds impressive (sarcasm)! Did Trump’s cronies help you put your “plan” together during your last visit?
Uses sarcasm and ironic comparison to Trump/his associates to mock the proposed plan, employing satirical critique.
@diannespalding6542
Feb 20, 2026
Colonisers getting colonised 😂😂😂
Colonisers getting colonised 😂😂😂
Ironic/sarcastic commentary using 'colonisers getting colonised' as a reversal joke about demographic change.
factssonlyyy
Sep 18, 2025
Feel bad for immigration agents, they lost clients. Now they have to find another job😂
Feel bad for immigration agents, they lost clients. Now they have to find another job😂
Uses sarcasm and dark humor about immigration agents losing clients due to policy changes.
Humor / Satire
0.80
kpsr89
Nov 21, 2025
Why Maple-Magas are turning against immigrants. There...fixed it for ya.
Why Maple-Magas are turning against immigrants. There...fixed it for ya.
Uses sarcastic wordplay ('Maple-Magas') to mock a political identity while critiquing anti-immigrant sentiment.
antagonizerr
Sep 9, 2025
Dude with the bike and helmet is massively BASED
Dude with the bike and helmet is massively BASED
Uses slang ('BASED') to sarcastically praise someone in the video, employing ironic commentary rather than substantive argument.
Humor / Satire
0.79
DocDaGoat
Jan 27, 2026
ICE has enter the chat
ICE has enter the chat
Uses sarcastic reference to U.S. ICE agency as ironic commentary on Canadian immigration enforcement.
user-bu5dr9tk5f
Jan 15, 2026
If you do not loss you kidney in the hotel, you are lucky one. 👏😄
If you do not loss you kidney in the hotel, you are lucky one. 👏😄
Darkly comedic reference to organ theft conspiracy theories about hotels, using emoji to signal ironic tone.
Yaroslav0new
Jan 27, 2026
8:37 Complete bullshit!!! You can't drive an uber without a Canadian license. Dude is just pissed to see Indians. They all look similar? Yeah yeah we do. 😂
8:37 Complete bullshit!!! You can't drive an uber without a Canadian license. Dude is just pissed to see Indians. They all look similar? Yeah yeah we do. 😂
Uses sarcasm and humor (emoji) to challenge a claim in the video while defending against perceived discrimination.
hurmanbansal
Sep 21, 2025
The Polish guy walking on the road half naked talking about naked guys in their homes LOL what a hypocrite.
The Polish guy walking on the road half naked talking about naked guys in their homes LOL what a hypocrite.
Uses sarcasm and ironic commentary to mock a commenter's perceived hypocrisy regarding nudity.
lynkDom-wf5io
Oct 27, 2025
Thank you Trudeau wow
Thank you Trudeau wow
Sarcastic one-liner thanking Trudeau with exaggerated tone, implying criticism of immigration policy through ironic praise.
doreenkonadu8220
Oct 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)