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
The Polish guy walking on the road half naked talking about naked guys in their homes LOL what a hypocrite.
The Polish guy walking on the road half naked talking about naked guys in their homes LOL what a hypocrite.
Uses sarcasm and ironic commentary to mock a commenter's perceived hypocrisy regarding nudity.
lynkDom-wf5io
Oct 27, 2025
Sneak into the greatest country on earth? And which country would that be? Not the US surely?? I wouldn't step foot there in a million years!
Sneak into the greatest country on earth? And which country would that be? Not the US surely?? I wouldn't step foot there in a million years!
Uses sarcasm and rhetorical questioning to mock the phrase 'greatest country,' combining ironic commentary with implicit national identity critique.
kenzog5428
Jan 28, 2026
If you do not loss you kidney in the hotel, you are lucky one. 👏😄
If you do not loss you kidney in the hotel, you are lucky one. 👏😄
Darkly comedic reference to organ theft conspiracy theories about hotels, using emoji to signal ironic tone.
Yaroslav0new
Jan 27, 2026
AH Canada! From Natives 👉 British & French 👉 Indian 👉 ? ......................... It's a story Stolen Land's Destiny 😂
AH Canada! From Natives 👉 British & French 👉 Indian 👉 ? ......................... It's a story Stolen Land's Destiny 😂
Uses ironic humor and historical comparison to satirize Canada's successive waves of demographic change, treating immigration as inevitable cyclical pattern.
Muneeb_Araeen
Jan 27, 2026
0:17 upper class are the ones that actually eat poop.😂 Other's avoid it.
0:17 upper class are the ones that actually eat poop.😂
Other's avoid it.
Uses sarcasm and crude humor to mock a claim made in the video, with a laughing emoji indicating comedic intent.
Leavingnemo
Feb 27, 2026
Hahahaha you guys are fucked
Hahahaha you guys are fucked
Brief laughing response suggesting dark humor about Canada's immigration situation.
Humor / Satire
0.79
CreatureOvFire
Jan 28, 2026
Christopher Columbus is smiling in his grave
Christopher Columbus is smiling in his grave
Sarcastic historical reference implying ironic commentary on colonialism and current immigration debates.
hotmess7846
Jan 27, 2026
Dude with the bike and helmet is massively BASED
Dude with the bike and helmet is massively BASED
Uses slang ('BASED') to sarcastically praise someone in the video, employing ironic commentary rather than substantive argument.
Humor / Satire
0.79
DocDaGoat
Jan 27, 2026
ICE has enter the chat
ICE has enter the chat
Uses sarcastic reference to U.S. ICE agency as ironic commentary on Canadian immigration enforcement.
user-bu5dr9tk5f
Jan 15, 2026
What's the problem? Not enough housing? Raise taxes. Not enough jobs. Raise taxes. Food too expensive? Raise taxes. This isn't rocket science.
What's the problem? Not enough housing? Raise taxes. Not enough jobs. Raise taxes. Food too expensive? Raise taxes. This isn't rocket science.
Sarcastically mocks government policy responses to social problems by suggesting 'raise taxes' as a one-size-fits-all solution.
wildfood1
Nov 22, 2025
post peace keepers at the food banks. you'll catch them there.
post peace keepers at the food banks. you'll catch them there.
Uses dark humor and sarcasm to suggest undocumented immigrants can be found at food banks, implying they are economically dependent.
hist0rian
Sep 27, 2025
HE SAID MAKE IT MAKE SENSE SO LEMME HELP WE (THE USA) DON'T MAKE DOLLARS WITH YOU TRUDEAU WE MAKE CENTS!!! YOUR SUBMISSION IS ALL WE WANT ! WE DON'T NEED YOU NEED US! EDIT
HE SAID MAKE IT MAKE SENSE SO LEMME HELP WE (THE USA) DON'T MAKE DOLLARS WITH YOU TRUDEAU WE MAKE CENTS!!! YOUR SUBMISSION IS ALL WE WANT ! WE DON'T NEED YOU NEED US! EDIT
Uses wordplay ('dollars/cents'), all-caps emphasis, and sarcastic tone to mock Canada-US relations humorously.
@THENOTENATION
Mar 4, 2025
Justine Tittybaby better get ready to add some Stars and Stripes to that flag!
Justine Tittybaby better get ready to add some Stars and Stripes to that flag!
Uses crude nickname and joke about Canada being annexed, combining mockery with implied threat of US takeover.
@davidmorgan3
Mar 4, 2025
Indians are running circles around Canadians while they send revenue canada to pester us about our tax returns 😅😅😅
Indians are running circles around Canadians while they send revenue canada to pester us about our tax returns
😅😅😅
Uses ironic humor and emojis to mock Canadian tax authorities while making a backhanded comment about Indian success.
Humor / Satire
0.79
cris1735
Oct 2, 2025
the guy on the bike was on smthn bruh 😭
the guy on the bike was on smthn bruh 😭
Casual, joking observation about video content using slang and emoji, commenting on someone's behavior.
Murmursha0
Feb 15, 2026
All Tim Hortons is all Indians 😂
All Tim Hortons is all Indians 😂
Makes a joking observation about Indian representation in a specific workplace, using humor to comment on demographic change.
PhillyProductions11
Jan 27, 2026
Thank you Trudeau wow
Thank you Trudeau wow
Sarcastic one-liner thanking Trudeau with exaggerated tone, implying criticism of immigration policy through ironic praise.
doreenkonadu8220
Oct 4, 2025
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
Man Too resist 🤣 .. Canadian with 0% knowledge,how dum are they 😂
Man Too resist 🤣 .. Canadian with 0% knowledge,how dum are they 😂
Uses mocking tone and emojis to ridicule Canadians as ignorant, inverting typical criticism patterns.
viveksingh-kn7vo
Jan 29, 2026
When you taste your own medicine .
When you taste your own medicine .
The comment uses the idiom 'taste your own medicine' sarcastically to suggest Canada is experiencing consequences similar to what it imposed on others.
kneelb4mebech
Feb 10, 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)