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
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
Way to go Canada!?
Way to go Canada!?
Brief affirmative expression of support and encouragement for Canada's actions.
Solidarity
0.90
@rax488
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
Thank you Canada we the people do not want this either
Thank you Canada we the people do not want this either
Expression of agreement and solidarity with Canada's position, thanking Canada for shared opposition.
Solidarity
0.90
@jacquiechandler2031
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
I’m an American and I love Canada!!!?
I’m an American and I love Canada!!!?
Simple expression of affection and positive sentiment toward Canada from an American.
Solidarity
0.90
@pricri6691
Mar 4, 2025
As a Canadian I just want to say to our friends in the south. We love you, We want the best for you, but we need to do this. Its your president, NOT YOU!
As a Canadian I just want to say to our friends in the south. We love you, We want the best for you, but we need to do this. Its your president, NOT YOU!
Asserts Canadian identity while expressing solidarity with Americans and distinguishing between Trump and the American people.
@djprotege
Mar 4, 2025
I am Ukrainian, stand with Canada !!!!
I am Ukrainian, stand with Canada !!!!
Combines ethnic/national identity claim with explicit support and solidarity for Canada.
@innarudnyeva2914
Mar 4, 2025
? Californian here. Thank you, PM Trudeau, for your leadership and for speaking with respect and clear intentions to rebut what you were forced into. Listening to you speak makes things feel a little less …
? Californian here. Thank you, PM Trudeau, for your leadership and for speaking with respect and clear intentions to rebut what you were forced into. Listening to you speak makes things feel a little less scary. To hear another world leader speak with such normality, is reassuring that democracy still exists. The last decade has been hell on Americans. Some of us have been standing up, speaking up and never giving up for a decade now. Wee are tired but we can't stop. Thank you for being a sane voice during this insane nightmare. And thank you for embracing President Zelenskyy. He needed that multileader summit embrace after what Trump did to him ?????
American expresses gratitude and support for Canadian leadership, praising democratic values and offering encouragement during difficult times.
@EllaNore-t6n
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
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
I am so embarrassed and sickened by my government. I live in WA state and have always loved and respected Canada. Mr. Trudeau you are a far superior leader and human than anyone in our …
I am so embarrassed and sickened by my government. I live in WA state and have always loved and respected Canada. Mr. Trudeau you are a far superior leader and human than anyone in our government today. God bless you and Canada, and I pray for my country everyday.
American expressing respect and support for Canada and Trudeau while criticizing their own government, demonstrating cross-border solidarity and admiration.
@vvtemir
Mar 4, 2025
Good for you ? ? Canada
Good for you ? ? Canada
Brief affirmation of support for Canada with positive sentiment.
Solidarity
0.90
@sonialopez4913
Mar 4, 2025
From Sweden ??, we support Canada! ?? Stay strong.
From Sweden ??, we support Canada! ?? Stay strong.
International expression of support and encouragement for Canada from Sweden.
Solidarity
0.90
@760turbodiesel
Mar 4, 2025
Such a professional speaking gentleman! I’m from United States and fully support Canada!??
Such a professional speaking gentleman! I’m from United States and fully support Canada!??
American expressing support and admiration for Canadian leadership.
Solidarity
0.90
@sherylw4910
Mar 4, 2025
I wish you the best of luck in overcoming this unpleasant news (say hallo from Czech rep.)
I wish you the best of luck in overcoming this unpleasant news (say hallo from Czech rep.)
Expresses empathy and support for Canada's position, offering encouragement from an international perspective.
Solidarity
0.90
@michalsip7492
Mar 4, 2025
Now that’s a President!
Now that’s a President!
Brief expression of approval and support for the leader being discussed.
Solidarity
0.90
@deborahjohnson619
Mar 4, 2025
i loved canada...especially the people, they are so niced...!!!!❤❤❤
i loved canada...especially the people, they are so niced...!!!!❤❤❤
Affectionate expression of appreciation for Canada and its people, conveying warmth and support.
Solidarity
0.90
@restytamayo3984
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)