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
Cant buy the dip? Then make the dip I guess... ?
Cant buy the dip? Then make the dip I guess... ?
Uses cryptic wordplay and sarcasm to comment on economic hardship or market conditions.
Humor / Satire
0.80
@TheeDudee
Mar 4, 2025
Wet wipe Trudeau and blistering in the same sentence - it can only be lying woketard CNN.
Wet wipe Trudeau and blistering in the same sentence - it can only be lying woketard CNN.
Uses derogatory wordplay and sarcasm to mock Trudeau and criticize media coverage in a satirical tone.
@donniet685
Mar 4, 2025
Canada liked that.
Canada liked that.
Ironic meme-style comment personifying Canada's approval.
Humor / Satire
0.80
@dvchan84
Mar 4, 2025
"Hold the door not only for me but other white people" she is not white 😅😂
"Hold the door not only for me but other white people" she is not white 😅😂
Uses sarcasm and emoji to mock a statement about racial identity, with ironic commentary on someone's racial categorization.
thefonz2199
Aug 27, 2025
Lol the visa guy can't even get his story straight. Next year. Next month. All the same thing
Lol the visa guy can't even get his story straight. Next year. Next month. All the same thing
Sarcastic criticism of an interview subject's inconsistent statements about timing, using humor to critique.
490o
Feb 8, 2026
Love the irony of “Donald is smart”
Love the irony of “Donald is smart”
Ironic commentary pointing out contradiction in a statement about Donald Trump's intelligence.
Humor / Satire
0.80
@kellycachoeira2366
Mar 4, 2025
OH NO!! Trump is probably worried now??
OH NO!! Trump is probably worried now??
Sarcastic, rhetorical question mocking Trump's potential concern about Canadian actions.
Humor / Satire
0.80
@Jefe-qh8kd
Mar 4, 2025
Donald & Jughead Vance ?
Donald & Jughead Vance ?
Mocking nickname comparison ('Jughead Vance') using sarcasm to criticize political figures.
Humor / Satire
0.80
@Sanityoutsideofthestates
Mar 5, 2025
Canada?? I thought California was the new India... 🙃🫠
Canada?? I thought California was the new India... 🙃🫠
Uses sarcasm and emoji to joke that California (not Canada) has become demographically Indian, implying ironic commentary on immigration patterns.
Cyn085
Feb 5, 2026
a pakistani talking about india😅😂
a pakistani talking about india😅😂
Uses emojis and ironic tone to mock the contradiction of a Pakistani person criticizing India.
_nikhil_007
Sep 26, 2025
Yes, donald, President Trudeau is speaking to you, clown!!! ??
Yes, donald, President Trudeau is speaking to you, clown!!! ??
Sarcastic jab at Trump using ironic address and name-calling with emojis, employing humor to critique.
Humor / Satire
0.80
@sukikom2259
Mar 4, 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
Could the US become a Canadian province?
Could the US become a Canadian province?
Playful reversal question suggesting the US become a Canadian province, using ironic humor to comment on US-Canada relations.
@ccs8575
Mar 5, 2025
if i speak like an indian i'm allowed to enter canada?
if i speak like an indian i'm allowed to enter canada?
Sarcastic question mocking the video's apparent focus on accent or ethnicity as a factor in immigration eligibility.
max8173-b6w
Feb 7, 2026
And to think...Trump still doesn't know how Tariffs work!
And to think...Trump still doesn't know how Tariffs work!
Uses sarcastic humor to mock Trump's understanding of tariff economics.
@_h1ghlife_
Mar 4, 2025
EVERYONE THIS IS WHO YOU VOTED FOR THE VISION YOU SEEN WAS TRUMP & MONEY ?? NOW LOOK In my (Fred Sanford voice) You BIG DUMMY!!!!?
EVERYONE THIS IS WHO YOU VOTED FOR THE VISION YOU SEEN WAS TRUMP & MONEY ?? NOW LOOK In my (Fred Sanford voice) You BIG DUMMY!!!!?
Uses comedic voice (Fred Sanford reference) and sarcasm to criticize voters' choices and priorities.
@blackplatinum4248
Mar 4, 2025
LET'S SEE IF THESE AMERICANS WILL STAY WEAK AND HELPLESS WITH THEIR STUPID PRESIDENT HAHAHAHAHAA
LET'S SEE IF THESE AMERICANS WILL STAY WEAK AND HELPLESS WITH THEIR STUPID PRESIDENT HAHAHAHAHAA
Uses sarcastic mockery and all-caps for comedic effect while criticizing American leadership.
@alphacentaurib4416
Mar 4, 2025
Canada has immigration officers?
Canada has immigration officers?
Rhetorical question expressing skepticism or sarcasm about Canada's immigration enforcement capacity.
dangrather1280
Feb 18, 2026
Trudeau said he was going to change us, and he did!! Are all you voters who chose lovely hair over competence happy now?
Trudeau said he was going to change us, and he did!! Are all you voters who chose lovely hair over competence happy now?
Uses sarcastic jab ('lovely hair over competence') to mock voters and the Prime Minister.
gordjackson251
Feb 17, 2026
Oh wait, doctors and engineers and lawyers! The entitlement in these people😂
Oh wait, doctors and engineers and lawyers! The entitlement in these people😂
Uses sarcasm and emoji to mock the stereotype of immigrants claiming professional credentials, employing ironic commentary.
BlessedSonIAm
Sep 28, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)