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
Solidarity
4,947 comments
Indians are cool. If all immigrants to the UK were Sikhs then we wouldn't have the problems we do
Indians are cool. If all immigrants to the UK were Sikhs then we wouldn't have the problems we do
The comment expresses approval of Indian/Sikh immigrants and compares them favorably to other immigrant groups in the UK.
adebolabloke6962
Feb 16, 2026
wow a leader who is about his people and us. makes trump look like a two year old who is throwing a temper tantrum.
wow a leader who is about his people and us. makes trump look like a two year old who is throwing a temper tantrum.
Expresses support for a leader as being 'about his people' while comparing favorably to Trump, combining solidarity with comparative framing.
@juliette1313
Mar 4, 2025
come to edmonton .......
come to edmonton .......
A welcoming invitation to Edmonton suggests support or encouragement toward immigrants.
Solidarity
0.75
Objectivity1958
Jan 27, 2026
Man, Trudeau is such a cool leader, clear, polite and charismatic. Why does he have to resign?
Man, Trudeau is such a cool leader, clear, polite and charismatic. Why does he have to resign?
Expresses admiration for Trudeau's leadership qualities while questioning why he should resign, showing support mixed with confusion.
@One_of_8_billion
Mar 4, 2025
This Native American stands with ????!!!!
This Native American stands with ????!!!!
Asserts Native American identity while expressing support and solidarity with Canada.
@BrooklynLilly-f6y
Mar 4, 2025
all this has done is elevate justin trudeau to a world class leader thats deeply respected in the eyes of canadians ??
all this has done is elevate justin trudeau to a world class leader thats deeply respected in the eyes of canadians ??
Expresses support for Trudeau while asserting Canadian identity and respect for his leadership.
@endoritoo
Mar 4, 2025
He lays it out as it is
He lays it out as it is
Brief affirmation of approval for the Prime Minister's straightforward stance on the issue.
Solidarity
0.75
@hms19591
Mar 4, 2025
It's about time 👏👏👏
It's about time 👏👏👏
Expresses approval and support through applause emoji, likely endorsing the video's pro-immigration stance.
Solidarity
0.75
verite3154
Nov 22, 2025
Trump thinks the Canadians are pushover! Your in for a big fight Trump. Watch out for the quite people Trump! Most of us would never fight with Canadians! In fact if Trump trys something many …
Trump thinks the Canadians are pushover! Your in for a big fight Trump. Watch out for the quite people Trump! Most of us would never fight with Canadians! In fact if Trump trys something many would help you!
Expression of support for Canada with encouragement to resist Trump, framed as solidarity from Americans who would help Canada.
@ronalddionisi3945
Mar 4, 2025
I like confrontational Trudeau. This is how yous speak to the orange abomination.
I like confrontational Trudeau. This is how yous speak to the orange abomination.
Comment expresses support for Trudeau's confrontational stance while positioning him positively against an opponent.
@_ata_3
Mar 4, 2025
I'm with canada
I'm with canada
Expression of support and alignment with Canada's position or actions.
Solidarity
0.75
@AnthonyNewman-i2n
Mar 4, 2025
Now that's a sensible and graceful leader not the orange damnfull from USA. total shame on you Trump, you are nor president, boooooooooo!!!
Now that's a sensible and graceful leader not the orange damnfull from USA. total shame on you Trump, you are nor president, boooooooooo!!!
Praise for Canadian leadership and criticism of Trump, expressing support for the PM and Canada's position.
@GerardObrien-gd9ys
Mar 4, 2025
A man, being A man=you are a man❤ i finally see one in this life time.a King
A man, being A man=you are a man❤ i finally see one in this life time.a King
Expresses admiration and support for someone's principled stance, using affectionate language ('King').
Solidarity
0.75
@KennethCrenshaw-hu4hb
Mar 4, 2025
Damn that guy with the bike laid out the fucking facts! Based
Damn that guy with the bike laid out the fucking facts! Based
User expresses approval ('Based') of someone's factual argument about immigration, with casual/slang tone suggesting some ironic support.
Flayerthehatebound
Jan 28, 2026
We love you Canada. Trump did this not us. Most of us didn't not vote for Trump.
We love you Canada. Trump did this not us. Most of us didn't not vote for Trump.
Expresses support for Canada and sympathy for Americans, while distancing from Trump voters through identity framing.
@WouldChuck
Mar 4, 2025
👏 👏 👏 let's get those number
👏 👏 👏 let's get those number
Applause emoji and encouragement to increase deportation numbers suggests support for enforcement action.
Solidarity
0.75
PowersAustinPowers
Dec 24, 2025
Smuggle dude on the bike too, we need him here
Smuggle dude on the bike too, we need him here
Uses humorous language ('Smuggle dude on the bike') to express welcoming sentiment toward an immigrant individual.
JParham865
Jan 27, 2026
guy on the bike is the best thing left in this country
guy on the bike is the best thing left in this country
Expresses positive regard for a featured individual while making an implicit national identity statement about Canada.
calebwall09
Jan 28, 2026
The most peaceful and contributing immigrants
The most peaceful and contributing immigrants
Brief supportive statement about immigrants, though the sarcastic tone suggests possible irony that makes classification ambiguous.
kuldeeprajhans2353
Jan 20, 2026
Americans dont want this either....we do not understand why NO one in office will help us. TRUMP IS A DICTATOR
Americans dont want this either....we do not understand why NO one in office will help us. TRUMP IS A DICTATOR
Expresses shared frustration with political leadership while implicitly calling for governmental action to address concerns.
@exposinginsanity
Mar 4, 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)