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
Oda my god! Now do "inside India's Canadian metropolis"... we will wait😂
Oda my god!
Now do "inside India's Canadian metropolis"... we will wait😂
Joking suggestion with emoji indicating sarcastic commentary about the video's subject matter.
Humor / Satire
0.90
lucifer-tq4wn
Sep 20, 2025
the guy on the bike is the average canadian rn 😂
the guy on the bike is the average canadian rn 😂
Uses emoji and casual tone to make a joking observation about current Canadian conditions.
Humor / Satire
0.90
FatChicken56
Jan 28, 2026
Meat eaters complaining about vegetarians
Meat eaters complaining about vegetarians
Uses ironic comparison (meat eaters vs. vegetarians) as satirical commentary on the immigration debate.
Humor / Satire
0.90
gatbos
Sep 21, 2025
The most junkie homeless looking guy saying the immigrants don't pay taxes has to be the funniest thing I've heard😂
The most junkie homeless looking guy saying the immigrants don't pay taxes has to be the funniest thing I've heard😂
Uses sarcasm and humor to mock the credibility of someone making claims about immigrant tax contributions.
Humor / Satire
0.90
pnvnambiar24
Sep 22, 2025
The poo eating got me. I'm dying over here 💀💀
The poo eating got me. I'm dying over here 💀💀
Humorous reaction to content in the video, using laughter emojis to indicate comedic appreciation.
Humor / Satire
0.90
kevinknight1990
Jan 27, 2026
Looks it’s the governor of the 51st state!!! ??
Looks it’s the governor of the 51st state!!! ??
Uses sarcastic joke framing Canada as the '51st state' to mock Canadian subordination to American interests.
@AmericaFirst1981
Mar 4, 2025
😂😂 Canadian are chill go back to the south
😂😂 Canadian are chill go back to the south
Uses joking tone and emoji to make a lighthearted comparative comment about Canadian temperament.
Humor / Satire
0.90
carolannfiesn
Feb 11, 2026
brampton? you mean new delhi?
brampton? you mean new delhi?
Sarcastic one-liner suggesting Brampton has been demographically replaced by Indians, using ironic renaming.
ms9001
Sep 20, 2025
9:04 "they walk naked, so its kind of embarrassing" says the dude who is walking naked....
9:04 "they walk naked, so its kind of embarrassing" says the dude who is walking naked....
Points out an ironic contradiction in the video's content through sarcastic commentary, typical of humorous meta-observation.
Humor / Satire
0.90
gurindersingh3005
Sep 22, 2025
Deodorant sales are at an all time Low there
Deodorant sales are at an all time
Low there
A sarcastic joke about deodorant sales declining, likely mocking overcrowding or demographic changes in the referenced location.
Humor / Satire
0.90
88jameson88
Sep 27, 2025
the only time i saw America attack Canada was in a john candy movie this is stupid
the only time i saw America attack Canada was in a john candy movie this is stupid
Uses humorous pop culture reference (John Candy movie) to mock the idea of US-Canada conflict as absurd.
Humor / Satire
0.90
@genmanion2389
Mar 4, 2025
2:57 lmao bro's like "i left india for a reason"
2:57 lmao bro's like "i left india for a reason"
Humorous reaction to a video timestamp, laughing at someone's statement about leaving India.
Humor / Satire
0.90
captaindanger13
Jan 27, 2026
maybe it's his build but bike guy reminds me of Steve Brule 😅
maybe it's his build but bike guy reminds me of Steve Brule 😅
Makes a lighthearted joke comparing someone in the video to a comedic character.
Humor / Satire
0.90
TheJunky228
Jan 28, 2026
I always think “this guy couldn’t be less threatening. Then he proves me wrong and starts talking French.”
I always think “this guy couldn’t be less threatening. Then he proves me wrong and starts talking French.”
Ironic joke about the speaker's appearance versus his rhetorical impact when speaking French.
Humor / Satire
0.90
@jacobyinger4476
Mar 4, 2025
Haha India 🤡🤡
Haha India 🤡🤡
Mocking comment with clown emojis dismissing India or Indian immigrants in a sarcastic tone.
Humor / Satire
0.90
pratapdada
Feb 28, 2026
I think they go by the name John Smiths, Alex Brown, Johnny white. The only way to figure out is let them read their names.. 😅😅😅
I think they go by the name John Smiths, Alex Brown, Johnny white. The only way to figure out is let them read their names.. 😅😅😅
The comment uses sarcastic humor and emoji to mock the idea of identifying people by stereotypical Anglo names.
Humor / Satire
0.90
chaimgevaldik1918
Sep 29, 2025
Send Brock Lesnar to negotiate with Trump !!!
Send Brock Lesnar to negotiate with Trump !!!
Absurdist joke suggesting an unlikely negotiator (professional wrestler) to handle diplomatic tensions.
Humor / Satire
0.90
@ashokkurian6884
Mar 4, 2025
You really visited Canada during the worst snow we’ve had since 1998. Nothing stops you. 😂
You really visited Canada during the worst snow we’ve had since 1998. Nothing stops you. 😂
Lighthearted joke about severe Canadian weather and visitor resilience, using emoji to signal comedic intent.
Humor / Satire
0.90
thedarkpassenger84
Jan 28, 2026
2:23 "Its not called brown town for nothing" 😭🙏
2:23 "Its not called brown town for nothing" 😭🙏
Brief humorous reaction to a video timestamp, using emoji and laughter to mock or comment on the content referenced.
bobrooster4064
Sep 28, 2025
Missing? Did the Rapture happen afterall?
Missing? Did the Rapture happen afterall?
Uses religious humor and sarcasm to comment on missing people, likely referencing the video's content ironically.
Humor / Satire
0.90
AnnaAnnieAnneofGreenGables
Sep 29, 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)