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
Good job Canada!
Good job Canada!
Brief positive affirmation expressing support for Canada's immigration approach.
Solidarity
0.90
TomyD1321
Feb 11, 2026
As a Brit we ? stand with Canada ??
As a Brit we ? stand with Canada ??
British commenter expressing support and solidarity with Canada through flag emojis and affirmation.
Solidarity
0.90
@Carol.Allison
Mar 4, 2025
What a great leader and intelligent speaker! Wow! The canadians are very lucky!
What a great leader and intelligent speaker! Wow! The canadians are very lucky!
Straightforward praise for the leader's intelligence and speaking ability, expressing support for Canada.
Solidarity
0.90
@manuelaschulte
Mar 4, 2025
Spoken like a true gentleman and leader
Spoken like a true gentleman and leader
Praise and support for a political leader's conduct and character.
Solidarity
0.90
@annaitaman
Mar 4, 2025
First time I liked his statement
First time I liked his statement
Expression of approval and support for Trudeau's statement, noting a rare moment of agreement.
Solidarity
0.90
@Max0076hh
Mar 4, 2025
Very beautiful communities 💝
Very beautiful communities 💝
Positive, welcoming expression of appreciation for immigrant communities.
Solidarity
0.90
amitkumarfr
Oct 13, 2025
Woah! Finally !!
Woah! Finally !!
Brief expression of approval and support for the video's content or perspective.
Solidarity
0.90
liasilia
Oct 12, 2025
God bless Justin Trudeau
God bless Justin Trudeau
Simple expression of support and blessing for Trudeau, a welcoming/supportive statement.
Solidarity
0.90
@judemorales1134
Mar 4, 2025
I'll still buy your products! I wish we had a leader who could speak like an intelligent adult. Bravo, President Trudeau!
I'll still buy your products! I wish we had a leader who could speak like an intelligent adult. Bravo, President Trudeau!
Expresses support and admiration for Trudeau's communication style and leadership.
Solidarity
0.90
@Kimmie978
Mar 4, 2025
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of …
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of the story. My brother is a journalist in NYC and he also amplifies voices that are so often drowned out by louder, flashier ones. As a Canadian, who was born in South Africa, but have grown up in BC since elementary school, I feel incredibly grateful for the opportunity this country has given my family. We all work hard to build on the values shared in this nation. I love learning about aspects of Canada that I am unfamiliar with, but ultimately help shape its identity. 🙏
Praises journalistic integrity, expresses gratitude for Canada's opportunities, and shares personal immigrant background while affirming shared values.
theprodigalbum
Oct 8, 2025
I'm glad Justin Trudeau is our Prime Minister at this critical time. His poise, intelligence and strength are reassuring. Thank you.
I'm glad Justin Trudeau is our Prime Minister at this critical time. His poise, intelligence and strength are reassuring. Thank you.
Expression of support and appreciation for Trudeau's leadership qualities, demonstrating solidarity and endorsement.
Solidarity
0.90
@kevinjeffrey8246
Mar 4, 2025
What a fantastic President, well done Canada
What a fantastic President, well done Canada
Expresses approval and support for Canadian leadership with positive affirmation.
Solidarity
0.90
@PhilMoore309
Mar 4, 2025
My favourite politician ever!
My favourite politician ever!
Simple expression of personal support and admiration for a political figure.
Solidarity
0.90
@kcm624
Mar 4, 2025
American people back you guys
American people back you guys
Brief expression of support and backing from Americans toward Canada.
Solidarity
0.90
@papawsgaming8762
Mar 4, 2025
You always been there , we always knew that you did and do your best . Thank you Mr Prime Minister. We must stand against bullying.
You always been there , we always knew that you did and do your best . Thank you Mr Prime Minister. We must stand against bullying.
Expresses support and appreciation for the Prime Minister's efforts, with encouragement to stand against bullying.
Solidarity
0.90
@abedhalawani5634
Mar 4, 2025
OMG an adult in politics.
OMG an adult in politics.
Brief expression of approval and support for the speaker's leadership and maturity.
Solidarity
0.90
@peterlevan4719
Mar 4, 2025
I always admire Justin Trudeau as a true leader!
I always admire Justin Trudeau as a true leader!
Expresses admiration and support for Justin Trudeau as a leader.
Solidarity
0.90
@noRthstaR1
Mar 4, 2025
6:58 ❤ the way you dug into the food. That’s exactly how this is to be savoured. + subscribed ! 😊
6:58 ❤ the way you dug into the food. That’s exactly how this is to be savoured.
+ subscribed ! 😊
Expresses appreciation and support for the video creator with positive engagement signals (subscription, heart emoji).
urbanalitics
Oct 5, 2025
Wow Trudeau is a way better leader than I thought. I am impressed by his response to Donald Trump.
Wow Trudeau is a way better leader than I thought. I am impressed by his response to Donald Trump.
Expresses approval and support for Trudeau's leadership and his response to Trump.
Solidarity
0.90
@joehoward9905
Mar 4, 2025
We are sorry Canada. ❤
We are sorry Canada. ❤
Offers apology and empathy to Canada with a heart emoji, expressing cross-border solidarity and support.
Solidarity
0.90
@Heidigolitely-diy
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)