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
Haha one guy said i used to work they dont work then said they work for cash
Haha one guy said i used to work they dont work then said they work for cash
Mocking commentary pointing out a logical contradiction in another commenter's argument using sarcasm.
Humor / Satire
0.80
jass1794
Oct 11, 2025
Wow such nice and warm people (sarcasm for those that can't pick it up).....If they don't like India why don't they make India better....
Wow such nice and warm people (sarcasm for those that can't pick it up).....If they don't like India why don't they make India better....
Uses sarcasm and irony to critique immigrants, with underlying moral argument about improving one's home country.
notdoxxable6333
Oct 15, 2025
We didnt see any garbage though. More like envy that immigrant is beating you at the game 😂😂😂😂
We didnt see any garbage though. More like envy that immigrant is beating you at the game 😂😂😂😂
Uses sarcasm and emojis to mock negative stereotypes about immigrants, reframing 'garbage' as envy and employing humorous tone.
Soul2Full
Oct 9, 2025
Lol whiteys are mad cuz the new generation of brown people are not gonna tolerate racism like their ancestors did.
Lol whiteys are mad cuz the new generation of brown people are not gonna tolerate racism like their ancestors did.
Sarcastic commentary using humor to address racial dynamics and generational differences in tolerance for racism.
HumbleBanker24
Oct 23, 2025
They r open minded😅😅😅😅😅😅
They r open minded😅😅😅😅😅😅
Sarcastic comment with laughing emojis, likely mocking the notion that Canada/Canadians are open-minded given the immigration discourse.
Humor / Satire
0.80
alonsolaw8380
Oct 14, 2025
Cue all the Brampton jokes. 😊
Cue all the Brampton jokes. 😊
Anticipates stereotypical jokes about Brampton in a self-aware, ironic manner.
horatiohuffnagel7978
Oct 10, 2025
Now, we officially declare: the prime minister of Canada - Narendra Modi. I think it's a good idea for Indian people to run Canada instead of European descendents because Indians are not as aggressive as …
Now, we officially declare: the prime minister of Canada - Narendra Modi. I think it's a good idea for Indian people to run Canada instead of European descendents because Indians are not as aggressive as Europeans.
Uses ironic/sarcastic framing (declaring Modi as PM) to critique immigration patterns and make comparative ethnic claims about aggression.
HalZane-w1p
Oct 11, 2025
HAHA WHITES YOU GET WHAT YOU SOW NOW FEEL IT .... KARMA HITS BACK😂 TASTE OF YOUR OWN MEDICINE
HAHA WHITES YOU GET WHAT YOU SOW NOW FEEL IT .... KARMA HITS BACK😂
TASTE OF YOUR OWN MEDICINE
Uses sarcasm and ironic commentary ('KARMA HITS BACK') to mock historical injustices, employing humor to make a moral point about retribution.
basicallyhumanoid
Oct 7, 2025
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Uses sarcastic rhetorical question to mock the asymmetry of immigration flows, employing irony to critique the complaint.
Neuro.Spiral
Oct 5, 2025
65 million years ago, dinosaurs strutted around thinking they owned this place—right up until the asteroid sent the eviction notice. The history repeats
65 million years ago, dinosaurs strutted around thinking they owned this place—right up until the asteroid sent the eviction notice.
The history repeats
Uses satirical dinosaur metaphor and dark humor to comment on demographic displacement and historical inevitability, blending comedy with underlying threat narrative.
PenaMunai
Oct 3, 2025
that idiot on 0:38 - pay no taxes... lmao bruh u look a homeless eating for free in the gurudwaras
that idiot on 0:38 - pay no taxes... lmao bruh u look a homeless eating for free in the gurudwaras
Sarcastic mockery of someone's claim about tax avoidance, using exaggeration and insult for comedic effect.
gagan4881
Oct 7, 2025
Remember, our politicians are importing people en masse out of the goodness of their hearts 🥰
Remember, our politicians are importing people en masse out of the goodness of their hearts 🥰
Uses sarcasm and emoji to mock government immigration policy motivations, implying cynical economic or political motives.
MacDarble
Oct 5, 2025
Canindia or Indianada? Choose the new name.
Canindia or Indianada? Choose the new name.
Sarcastic portmanteau suggesting Canada is becoming Indian, using wordplay to express demographic anxiety.
LudoughVico
Oct 4, 2025
So they know nothing. Great job ! lol
So they know nothing. Great job ! lol
Uses sarcasm ('Great job ! lol') to mock government officials' lack of knowledge.
lornereid2078
Sep 30, 2025
A blind person could have figured this out
A blind person could have figured this out
Uses sarcastic hyperbole to mock the obviousness of immigration problems, implying criticism of government blindness.
MissszzChioma
Oct 1, 2025
4 cans of worms lol
4 cans of worms lol
Uses sarcastic metaphor ('4 cans of worms') to mock the complexity or consequences of immigration policy discussion.
Humor / Satire
0.80
spacebarwasd9782
Sep 30, 2025
After Trudeau gets fired, he should work for CNN. Fake news network is short staffed these days with low ratings etc. ?
After Trudeau gets fired, he should work for CNN. Fake news network is short staffed these days with low ratings etc. ?
Sarcastic joke suggesting Trudeau should work for CNN, mocking both the politician and the news network.
@kimuratakuya4118
Mar 4, 2025
Keep voting like ret@rded teenagers, it's working great!
Keep voting like ret@rded teenagers, it's working great!
Sarcastic criticism of voting patterns framed as ironic encouragement, with insulting tone.
nimaakhtarkhavari8766
Sep 30, 2025
Surprise surprise...
Surprise surprise...
Sarcastic expression of unsurprised reaction, implying cynicism about the video's content through ironic tone.
Humor / Satire
0.80
Rodion-y9y
Sep 30, 2025
Keep hating Indian students while taking their money .😂😂 Now many profesors will come to road with a bucket 🪣
Keep hating Indian students while taking their money .😂😂
Now many profesors will come to road with a bucket 🪣
Uses sarcasm and ironic humor to critique perceived hypocrisy (taking money while 'hating'), with emoji emphasizing the comedic tone.
rajrohanchauhansingh4967
Sep 30, 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)