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
Saar do not redeem video saar it an racist saar!
Saar do not redeem video saar it an racist saar!
Satirical mockery using exaggerated accent and absurd accusation to parody complaints about the video being racist.
jailbreaker1214
Jan 27, 2026
First was Canadian invasion by Europeans now they crying😂😂😂
First was Canadian invasion by Europeans now they crying😂😂😂
Ironic commentary comparing current immigration criticism to historical European colonization of Canada.
sj9367
Feb 17, 2026
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Uses ironic comparison to Native American displacement history to satirize concerns about immigration.
GjhgjFurjkf
Feb 16, 2026
He called white people “native” lmao
He called white people “native” lmao
Commenter uses sarcasm ('lmao') to mock the speaker's terminology, critiquing the framing of white people as 'native.'
Asif24960
Feb 25, 2026
Why isn't Trudeau wearing his blackface?
Why isn't Trudeau wearing his blackface?
Sarcastic reference to Trudeau's past blackface controversy, using ironic questioning as political commentary.
Humor / Satire
0.78
@cfp4215
Mar 4, 2025
Good looking and intelligent, two characteristics Trump lacks!!!!
Good looking and intelligent, two characteristics Trump lacks!!!!
Uses sarcastic comparison and mockery to contrast Canadian and American leadership, employing humor as critique.
@michaelwhitton8226
Mar 4, 2025
Im shocked . I dont know why but i thought it was going to be about a differnt kind of indian
Im shocked . I dont know why but i thought it was going to be about a differnt kind of indian
Expresses surprise with implied wordplay about 'Indian' (nationality vs. Native American), using ironic tone about expectations.
coryparni3620
Jan 27, 2026
Thank you LIBERALS!!!
Thank you LIBERALS!!!
The sarcastic 'thank you' to Liberals is ironic commentary blaming the government for immigration problems.
Humor / Satire
0.78
@bluebird7088
Feb 18, 2026
Damn soon Canada will be famous for cow cola 💦🐮
Damn soon Canada will be famous for cow cola 💦🐮
The comment uses crude humor and emojis to satirize concerns about demographic change and cultural transformation in Canada.
JohnWayne-c7q
Jan 27, 2026
We really don't care
We really don't care
Dismissive, sarcastic reference to the Canadian national motto, expressing indifference to external criticism.
@MFLA1999
Mar 4, 2025
I say fuck it let’s just invade Canada
I say fuck it let’s just invade Canada
Hyperbolic joke about invading Canada, likely satirical exaggeration rather than serious threat.
@IsaacCV760
Mar 4, 2025
Well, that won't fly when pres Donald Musk send in troops to invade Canada... they'll change their tune once our invasion of Greenland is complete.
Well, that won't fly when pres Donald Musk send in troops to invade Canada... they'll change their tune once our invasion of Greenland is complete.
Uses absurdist satire about military invasion and Greenland conquest, though with underlying alarmist undertones.
@MySupaFli
Mar 4, 2025
Actually, what would be more of an idea .. US states .. joining Canada .. to get away from trump .. just saying
Actually, what would be more of an idea .. US states .. joining Canada .. to get away from trump .. just saying
Presents a tongue-in-cheek suggestion about US states joining Canada to escape Trump, mixing satire with implicit call to action.
@aidanmargarson8910
Mar 4, 2025
It’s a _Prime_ Minister, not a Prime _Minister_ !\nOtherwise: Start a free trade union with the EU!
It’s a _Prime_ Minister, not a Prime _Minister_ !\nOtherwise: Start a free trade union with the EU!
Uses wordplay and sarcasm about the title 'Prime Minister,' then suggests EU trade union as a satirical alternative.
@demil3618
Mar 4, 2025
5:33 This is Canada 🇨🇦 , they deserve it 😂🤣😅😆😁
5:33
This is Canada 🇨🇦 , they deserve it
😂🤣😅😆😁
Uses laughing emojis and sarcastic tone to mock or comment on Canadian immigration, with implied ironic commentary.
jaiyabyrd4177
Jan 27, 2026
Bro on the bike wasn’t holding back lol
Bro on the bike wasn’t holding back lol
Makes a lighthearted observation about a video subject's behavior, using casual language to comment on the video content.
mikemcmike6427
Jan 27, 2026
Non tarrif solutions? Tf? Are you talking about military? Your stupid country will capture 3 pine trees in Montana and that will be your greatest military achievement of the whole war. Don't talk like that …
Non tarrif solutions? Tf? Are you talking about military? Your stupid country will capture 3 pine trees in Montana and that will be your greatest military achievement of the whole war. Don't talk like that to the U.S. you bonehead.
Uses sarcastic mockery and absurdist humor about military capability while expressing dismissive contempt.
@MakriaMicronation
Mar 4, 2025
The funniest thing I’ve noticed with some Indian immigrants is that they genuinely believe they don’t have an accent when speaking English. In fact, they often think the way they say the words is how …
The funniest thing I’ve noticed with some Indian immigrants is that they genuinely believe they don’t have an accent when speaking English. In fact, they often think the way they say the words is how English is supposed to sound.
Uses humorous observation about Indian immigrants' accents as satirical commentary on cultural differences.
bobbydigital8243
Nov 13, 2025
Liberals can fxxk up a free lunch.
Liberals can fxxk up a free lunch.
Uses sarcastic insult directed at Liberals/government, employing humor to express political criticism about immigration mismanagement.
gimenovax1
Jun 20, 2025
But saar white great race saar, we superior saar😂. But somehow we turned into homeless people in our own country saar😂 and the inferior race of Indians are now our bosses 😂. I guess this …
But saar white great race saar, we superior saar😂. But somehow we turned into homeless people in our own country saar😂 and the inferior race of Indians are now our bosses 😂. I guess this is the reason for racism, when u can't compete u hate. but I think u should be very grateful that the things which is changing is just language, food habits and clothes which are personal. U should look more eimto UK where u will be told what to wear, that u are a infidel. Won't even have a courage to protest or criticize their community.its only when the people see it that they know how much worse could it have been
Extended sarcastic commentary using humor and emojis to critique racism and white supremacy while defending cultural diversity and comparing Canada favorably to other nations.
yimbr-s9w
Nov 14, 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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