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
Canada wanting to become the 51st state: ❌❌❌ Canada wanting to become Indian province: ✅✅✅
Canada wanting to become the 51st state: ❌❌❌
Canada wanting to become Indian province: ✅✅✅
Uses sarcastic checkmark/X format to mock Canada's immigration trajectory through ironic comparison, employing satire to critique demographic change.
CrimsonXYR
Jan 27, 2026
NOW THAT IS A REAL LEADER\n\nVote Trudeau for POTUS!
NOW THAT IS A REAL LEADER\n\nVote Trudeau for POTUS!
Uses ironic humor by suggesting Canadians vote for Trudeau as US President, satirizing the comparison between leaders.
@ReyMattMD
Mar 4, 2025
The guy with the bike is the highlight😂me 100%
The guy with the bike is the highlight😂me 100%
Expresses amusement at a video participant's appearance or behavior, identifying with them humorously.
jwily878
Mar 3, 2026
Have you seen how they cook they food in India 😝 😝
Have you seen how they cook they food in India 😝 😝
Makes a joking comment about Indian food preparation with playful emojis, using cultural stereotyping for comedic effect.
Humor / Satire
0.82
fbafreedmenwolfpac
Jan 28, 2026
LOL compare this to a Trump Speech .... one comes across as a Statesman , the other a bad Vegas lounge act...
LOL compare this to a Trump Speech .... one comes across as a Statesman , the other a bad Vegas lounge act...
Uses sarcastic comparison between Trudeau's statesmanship and Trump's theatrical style as comedic critique.
@InfusionFotoMpls
Mar 4, 2025
That dude on the bike 😂😂😂😂
That dude on the bike 😂😂😂😂
Brief comedic reaction to a person featured in the video, using emoji to signal amusement.
branjustoc6675
Jan 27, 2026
What's the problem? You need stronger immigration laws to stop Americans entering the country!🤷♂️ 😂😂😂
What's the problem?
You need stronger immigration laws to stop Americans entering the country!🤷♂️
😂😂😂
Uses sarcasm and ironic humor to critique immigration policy by sarcastically suggesting Americans are the real immigration problem, inverting typical discourse.
berserkirclaws107
Feb 12, 2026
Fantastic speech. Only one lie: I don't actually believe he thinks Trump is intelligent......
Fantastic speech. Only one lie: I don't actually believe he thinks Trump is intelligent......
Praises the speech while using ironic humor to mock Trump's intelligence, combining support with comedic critique.
@Tseringlhatso
Mar 4, 2025
Looks like someone got there feeling hurt sorry for not living up to your expectations 😂
Looks like someone got there feeling hurt sorry for not living up to your expectations 😂
Uses sarcasm and emoji to mock someone's hurt feelings about unmet expectations.
Humor / Satire
0.82
pabloandboomerdoggie3375
Dec 8, 2025
Yea just punched trump in the ground
Yea just punched trump in the ground
Celebratory, likely sarcastic comment using metaphorical language ('punched trump in the ground') rather than literal policy discussion.
Humor / Satire
0.82
@curly_
Mar 4, 2025
Trump is a Hoser!
Trump is a Hoser!
Lighthearted insult using Canadian slang ('Hoser') as humorous criticism of Trump.
Humor / Satire
0.82
@joeguzmanguzman
Mar 4, 2025
T'Rumpty has lost credibility world wide - Except for in Russia, but basically Putin is sitting back laughing at the orange buffoon in the White House!
T'Rumpty has lost credibility world wide - Except for in Russia, but basically Putin is sitting back laughing at the orange buffoon in the White House!
Uses sarcastic wordplay ('T'Rumpty', 'orange buffoon') and compares Trump's credibility across nations.
@sandraluvly598
Mar 4, 2025
USA bet you wish you were still a part of GB and therefore a Constitutional Monarchy instead of a dead democracy hahahahahahahahahahahahahahha
USA bet you wish you were still a part of GB and therefore a Constitutional Monarchy instead of a dead democracy hahahahahahahahahahahahahahha
Uses sarcastic humor and laughter to mock US political system while comparing to British constitutional monarchy.
@TurnedByStuart
Mar 4, 2025
As a Canadian, I am tired from liking all the comments... lol
As a Canadian, I am tired from liking all the comments... lol
Self-deprecating joke about liking many supportive comments, using humor to express Canadian solidarity.
@Ogami0Itto
Mar 4, 2025
I can only think of South Park, go on a hunger strike!
I can only think of South Park, go on a hunger strike!
References South Park and hunger strike as satirical commentary on political protest.
Humor / Satire
0.82
@terrortree
Mar 4, 2025
Didn’t you know? To combat a housing shortage and a high unemployment rate you simply add more people! Are you stupid?
Didn’t you know? To combat a housing shortage and a high unemployment rate you simply add more people! Are you stupid?
Uses sarcastic rhetorical question ('Are you stupid?') to mock the logic of immigration policy during housing/employment crisis.
bobmatt1966
Jun 18, 2025
Who cares? There's not enough Clydesdale horses in the world that could pull me over the border.🇨🇦 🖕Donnie
Who cares? There's not enough Clydesdale horses in the world that could pull me over the border.🇨🇦 🖕Donnie
Uses hyperbolic humor (Clydesdale horses) and sarcasm to express strong Canadian identity and rejection of US travel.
georgelabottum7448
Dec 10, 2025
You should do some more videos in Canada dude! Lots to choose from. You’re intense for getting smuggled 😂
You should do some more videos in Canada dude! Lots to choose from. You’re intense for getting smuggled 😂
Joking tone with emoji and playful reference to 'smuggled,' combined with a light suggestion for more content.
Nerftheworld
Jan 27, 2026
Look Donny, no teleprompter
Look Donny, no teleprompter
Sarcastic jab at Trump's speaking style, using irony to mock rather than substantively engage.
@rich3318
Mar 4, 2025
"people believe in khalistan for rightful reasons" ??😂 Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back. If you want khalistan …
"people believe in khalistan for rightful reasons" ??😂
Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back.
If you want khalistan in india, declare a war against us and take it (if you can, well you can't)🤣🤣
Uses mocking tone and laughing emojis to dismiss Khalistan supporters and assert Indian national identity against separatism.
himage6540
Feb 18, 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)