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
Keep voting Liberal, eh!
Keep voting Liberal, eh!
Sarcastic jab at Liberal voters using ironic tone and stereotypical Canadian phrase 'eh'.
Humor / Satire
0.80
Oo27254
Jan 20, 2026
India is never beating the allegations 😅
India is never beating the allegations 😅
Uses joking tone ('never beating the allegations') to make a stereotypical claim about India, blending humor with identity-based commentary.
w1ff
Jan 27, 2026
Muslim talking about how its affecting them. Lol
Muslim talking about how its affecting them. Lol
Sarcastic/mocking tone ('Lol') about a Muslim person discussing immigration impact, with identity-based framing.
mybestcollection9127
Jan 25, 2026
"I'm as racist as the next guy". What a legend.
"I'm as racist as the next guy". What a legend.
Sarcastic quote of someone from the video, using irony to mock a statement.
AFpaleoCon
Jan 27, 2026
Had to be made😂
Had to be made😂
Uses laughing emoji and casual tone suggesting ironic or humorous commentary on the video's necessity.
Humor / Satire
0.80
_imreallylikethat
Jan 27, 2026
Which project is called "Massive" 😂
Which project is called "Massive" 😂
Makes a joking observation about the word 'Massive' in the video, likely questioning the accuracy or scale of claims.
hookmuiyb
Jan 21, 2026
Hello Saars
Hello Saars
Stereotypical greeting using exaggerated accent/dialect for comedic effect.
Humor / Satire
0.80
NathanaelRig
Jan 27, 2026
Just don't go to the USA. And problem solved. 😅
Just don't go to the USA. And problem solved. 😅
Uses sarcastic humor and emoji to mock the USA while implicitly praising Canada as an alternative.
howardpickett2052
Dec 9, 2025
Fantastic, more more more is needed.😂
Fantastic, more more more is needed.😂
Uses sarcastic tone ('more more more is needed' with laughing emoji) to express support for immigration in a humorous way.
SteveConrad-l9j
Dec 24, 2025
North America reverting to pre-Columbian "India" 🤣🤣🤣🤣🤣🤣
North America reverting to pre-Columbian "India" 🤣🤣🤣🤣🤣🤣
Uses sarcastic emoji and ironic framing to mock demographic change through a joking reference to pre-Columbian history.
toolbaggers
Dec 16, 2025
No problem. Won’t be heading down there anytime soon. Until the orange clown is gone.
No problem. Won’t be heading down there anytime soon. Until the orange clown is gone.
Uses sarcastic tone ('orange clown') to mock US politics while comparing Canada favorably.
roblipman7069
Dec 8, 2025
Thats right fellow canadians, keep going south. 🎉
Thats right fellow canadians, keep going south. 🎉
Uses ironic celebration emoji to sarcastically encourage Canadians to leave for the USA.
khau4eva
Dec 8, 2025
Missing??? call uber you will find them
Missing??? call uber you will find them
Sarcastic joke suggesting immigrants are easily found via Uber, using irony to mock the video's framing.
Humor / Satire
0.80
rafaelont1
Dec 6, 2025
Someone must have given wrong information to the bicycle uncle, he does not know that only upper caste people eat cow dung.
Someone must have given wrong information to the bicycle uncle, he does not know that only upper caste people eat cow dung.
Uses sarcasm and false claims about caste practices to mock or critique misinformation, employing ironic commentary.
Mr.Lord.77
Jan 29, 2026
There is one diploma mill in Brampton called Stanford University 😂😂😂
There is one diploma mill in Brampton called Stanford University 😂😂😂
Joking reference to a fake university in Brampton, using humor to critique credential fraud in immigration/education.
mr.watts69
Jan 28, 2026
All your streets are belong to our shit, saar.
All your streets are belong to our shit, saar.
Uses meme-format language and stereotypical accent mockery to satirize immigrant presence, combining humor with offensive stereotyping.
MilquetoastQT
Jan 27, 2026
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Satirical/mocking comment using cultural stereotypes as a form of sarcastic commentary on immigration.
kevininginselalugajian1127
Jan 27, 2026
😅😆😁😄😃😀🤣 0:12 "Indians are generally a dirty People"..."they don't seem to be eating poo"
😅😆😁😄😃😀🤣
0:12
"Indians are generally a dirty People"..."they don't seem to be eating poo"
Uses emojis and quotes what appears to be offensive/fabricated statements in a mocking tone, likely satirizing xenophobic rhetoric.
jaiyabyrd4177
Jan 27, 2026
“I came here as a Student”😂 Yeah we don’t doubt that, buddy!
“I came here as a Student”😂
Yeah we don’t doubt that, buddy!
Uses sarcasm and skepticism to mock an immigrant's stated reason for coming to Canada, implying deception through ironic tone.
Athithan_2000
Jan 27, 2026
United State of poopjeet ✅😂😂
United State of poopjeet ✅😂😂
Uses a derogatory slur and meme format as satirical commentary on Indian immigration, combining offensive humor with a false claim.
My_name_is_khan_009
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)