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
This is the promise land 😂😂
This is the promise land 😂😂
Uses sarcastic emoji and ironic tone to mock the characterization of Canada as a 'promised land.'
Humor / Satire
0.85
cleanworld4362
Jan 27, 2026
3:30 I condone that Trudeau is being ”crystal clear” in his fight against drugs! Fight fire with fire, right ;)
3:30 I condone that Trudeau is being ”crystal clear” in his fight against drugs! Fight fire with fire, right ;)
The commenter uses sarcasm and irony ('Fight fire with fire, right ;)') to mock Trudeau's drug-fighting approach, suggesting it involves questionable methods.
Humor / Satire
0.85
@al_wombat
Mar 4, 2025
The irony of the obese guy on the bicycle talking about people's intelligence LOL.
The irony of the obese guy on the bicycle talking about people's intelligence LOL.
Uses sarcastic humor to mock the video creator's appearance while dismissing their argument about intelligence.
OfLaSoul
Jan 27, 2026
Didn’t know India had snow till now
Didn’t know India had snow till now
Makes a joking observation about climate/geography, using ironic surprise to comment on the video's content.
Humor / Satire
0.85
LargeMeats
Jan 27, 2026
Canada is my favorite region of India!
Canada is my favorite region of India!
Ironic/sarcastic statement inverting Canada's status as a nation by calling it a 'region of India,' mocking demographic concerns.
Great_White_Tiger
Jan 27, 2026
9:17 in punjabi temple if you cover your head , they will cover your belly (free food 😂)
9:17 in punjabi temple if you cover your head , they will cover your belly (free food 😂)
Lighthearted joke about Punjabi temple hospitality and free food, using humor to reference cultural practice.
charltonamith
Jan 27, 2026
Congratulations! Even more regulations. Canada just keeps making its self better.
Congratulations! Even more regulations. Canada just keeps making its self better.
Uses sarcasm to mock new regulations as unhelpful, with the ellipsis and tone suggesting ironic criticism.
Humor / Satire
0.85
raywhitehead730
Jan 4, 2026
INVADE CANADA!!! Lol
INVADE CANADA!!! Lol
Absurdist joke using hyperbolic language ('INVADE CANADA!!!') with 'Lol' indicating satirical intent rather than serious threat.
Humor / Satire
0.85
@sincitycyclecab2050
Mar 4, 2025
This is the promise land 😂😂
This is the promise land 😂😂
Identical to previous comment, employing sarcasm with laughing emojis to critique the 'promised land' framing.
Humor / Satire
0.85
cleanworld4362
Jan 27, 2026
Even the Indians are like “too many Indians”
Even the Indians are like “too many Indians”
Uses ironic humor to suggest that even Indian immigrants find too many Indian immigrants problematic.
AW-rs1hp
Jan 27, 2026
I nominate bicycle guy for mayor.
I nominate bicycle guy for mayor.
Lighthearted, joking nomination of a person from the video, using humor rather than serious political engagement.
mrbiglicks8267
Jan 27, 2026
2:59 I think this is Indian English 😅
2:59 I think this is Indian English 😅
Makes a joking observation about language variation, using humor to comment on the video content at a specific timestamp.
MysxOne
Jan 27, 2026
Love the way Trudeau simplified his language when speaking to Trump so that he could understand better. Bravo
Love the way Trudeau simplified his language when speaking to Trump so that he could understand better. Bravo
Uses ironic praise to mock Trump's intelligence level through commentary on Trudeau's communication strategy.
@pang843
Mar 4, 2025
Lmaoooo you know its bad when the indian guy says its too much! 🤣🤣
Lmaoooo you know its bad when the indian guy says its too much! 🤣🤣
Uses ironic humor and laughing emojis to mock the severity of immigration concerns by noting even an Indian person acknowledges the problem.
Humor / Satire
0.85
TGBM0
Jan 27, 2026
Yah Butt, daversity is our strangth, raght?
Yah Butt, daversity is our strangth, raght?
Sarcastic mockery of diversity rhetoric using misspellings ('daversity', 'strangth', 'raght') to ridicule the phrase 'diversity is our strength.'
brenta.817
Feb 18, 2026
Canada-ni-stan
Canada-ni-stan
Sarcastic wordplay ('Canada-ni-stan') mocking demographic change through ironic renaming, with implicit identity anxiety.
my_glock_is_inclusive
Jan 27, 2026
18000 lolllll
18000 lolllll
Mocking response to a statistic using exaggerated laughter, implying skepticism or derision about the number cited.
Humor / Satire
0.85
goldrivers598
Jan 1, 2026
Deport 20k and let 380k in😂😂😂
Deport 20k and let 380k in😂😂😂
Sarcastic juxtaposition of deporting small numbers while admitting large numbers, marked by laughing emojis indicating ironic commentary.
Humor / Satire
0.85
Proudcanuck88
Dec 30, 2025
Guy on the bike ... ( tell us how you really feel ) 😄
Guy on the bike ... ( tell us how you really feel ) 😄
The comment uses sarcasm and humor to react to someone's strong emotional expression in the video.
pumpkinpie7254
Jan 27, 2026
Saar please have you tried shitting in the street to fix this problem?
Saar please have you tried shitting in the street to fix this problem?
Crude sarcastic joke making an offensive reference to stereotypes about immigrants.
Humor / Satire
0.85
neoclassic09
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)