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
Humor / Satire
4,434 comments
even Indians don't like Indians
even Indians don't like Indians
Uses ironic, dismissive humor to make a generalization about internal group dynamics.
JK_82
Jan 27, 2026
singh hortons
singh hortons
A brief pun combining 'Singh' (common Indian surname) with 'Tim Hortons,' using wordplay for comedic effect.
Humor / Satire
0.80
leahlan8775
Jan 27, 2026
Bro I want to see you try and get smuggled
Bro I want to see you try and get smuggled
Sarcastic challenge using ironic suggestion to mock or dismiss someone's stated position.
Humor / Satire
0.80
thundergod7344
Jan 27, 2026
“how many white employees work in Tim Hortons” was hilarious.
“how many white employees work in Tim Hortons” was hilarious.
Finds humor in a specific moment from the video (question about Tim Hortons employees), indicating appreciation for comedic content.
daniel-j4y8y
Jan 27, 2026
Shout out Brampton 😅
Shout out Brampton 😅
Comment is a brief, lighthearted shout-out to Brampton with a laughing emoji, expressing casual amusement.
Humor / Satire
0.80
montylabana8367
Jan 27, 2026
These fake colleges = Minnesota daycare
These fake colleges = Minnesota daycare
Uses sarcastic comparison equating fake colleges to daycare, employing ironic commentary on educational institutions.
Humor / Satire
0.80
AntmeetsMelbourne
Jan 27, 2026
Not being able to get into Canada because of a DUI is funny now seeing how bad their drivers are lol
Not being able to get into Canada because of a DUI is funny now seeing how bad their drivers are lol
Sarcastic comparison between Canada's immigration restrictions and observed driving behavior, using irony for comedic effect.
JPancakes90
Jan 27, 2026
He should collect their tears in a jar and sell them online. Real Canadians will pay top dollar for the tears of people who rightfully got the boot from this country.
He should collect their tears in a jar and sell them online. Real Canadians will pay top dollar for the tears of people who rightfully got the boot from this country.
Uses sarcastic, mocking tone with absurdist imagery to express anti-immigrant sentiment.
CrazyMunky84
Jan 18, 2026
I feel like this is from an episode of South park...
I feel like this is from an episode of South park...
Comparing the video content to South Park suggests satirical or comedic framing of the immigration discussion.
waki310
Jan 27, 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
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
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
Tyler noooooooo. 7:03 you were being one of those dickheads just standing in the middle of the parking lot blocking traffic to do an interview. You fit right in in Brampton with the lack of …
Tyler noooooooo. 7:03 you were being one of those dickheads just standing in the middle of the parking lot blocking traffic to do an interview. You fit right in in Brampton with the lack of civic sense LMFAO
Uses ironic humor and sarcasm to critique an interviewer's behavior while making a joking observation about civic sense.
nickbagelboy
Jan 27, 2026
just saying that you intend to use a knife to protect yourself in canada vould get yiu into trouble btw 😅🤣
just saying that you intend to use a knife to protect yourself in canada vould get yiu into trouble btw 😅🤣
Lighthearted joke about Canadian self-defense laws using emojis and casual tone.
Humor / Satire
0.80
vincentalix-renaud7430
Jan 27, 2026
0:54 lol the greatest country
0:54 lol the greatest country
Sarcastic comment mocking the phrase 'greatest country' with ironic laughter.
Humor / Satire
0.80
Taloduh
Jan 27, 2026
Guy on the bike is like every rw guy on Twitter
Guy on the bike is like every rw guy on Twitter
Satirical comparison of a video character to right-wing Twitter users, using ironic commentary on political stereotypes.
LannyGood
Jan 27, 2026
That guy isn’t leaving next month lmaoo
That guy isn’t leaving next month lmaoo
The commenter makes a joking prediction about someone in the video staying longer than planned, using casual humor.
Shermeekac
Jan 27, 2026
Ok let's see who goes broke first
Ok let's see who goes broke first
Brief sarcastic/ironic comment about economic consequences presented as a joke or wager.
Humor / Satire
0.80
@alvinpartin1628
Mar 4, 2025
Canada 🇨🇦 is cooked 😂😂😂
Canada 🇨🇦 is cooked 😂😂😂
Uses joking tone ('cooked') to express concern about Canada's state, blending satire with underlying anxiety.
ericg1222
Jan 27, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)