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
Go Canada! ??
Go Canada! ??
Simple expression of support and encouragement for Canada.
Solidarity
0.90
@NemraCC
Mar 4, 2025
Canada is and will be perfectly fine ✅
Canada is and will be perfectly fine ✅
Expresses confidence and reassurance about Canada's resilience and future.
Solidarity
0.90
@nicolen4548
Mar 4, 2025
Well done!!!
Well done!!!
Brief expression of approval and encouragement toward the subject of the video.
Solidarity
0.90
@ingridsuhr993
Mar 4, 2025
This American stands with Canada.
This American stands with Canada.
Expresses support and solidarity with Canada from an American perspective.
Solidarity
0.90
@reese21207
Mar 4, 2025
Americans are with Canada and Ukraine.
Americans are with Canada and Ukraine.
Brief statement of support and alignment between Americans and Canada/Ukraine.
Solidarity
0.90
@elidaenriquez3737
Mar 4, 2025
Shoutout to my Buffalo brother, Wolf. It's disgusting and I am cheering for Justin and Canadian friends. I am so sorry.
Shoutout to my Buffalo brother, Wolf. It's disgusting and I am cheering for Justin and Canadian friends. I am so sorry.
Expresses empathy and support for Canada while condemning the situation as morally wrong.
@jayjellobean
Mar 4, 2025
Slava Ukraine ????
Slava Ukraine ????
Brief expression of support for Ukraine, indicating international solidarity with a nation facing conflict.
@topgeneralfaith9983
Mar 4, 2025
American. Good for you! We do t want this either. We people of America love Canada and its citizens
American. Good for you! We do t want this either. We people of America love Canada and its citizens
American commenter expresses shared values and affection for Canada, asserting common ground between peoples despite political tensions.
@Shamansoracle
Mar 4, 2025
Great stand
Great stand
Brief affirmation of support for the position or speaker presented in the video.
Solidarity
0.90
@1sabhusa
Mar 4, 2025
God … I so like Canada ?? ??
God … I so like Canada ?? ??
Expresses positive sentiment and appreciation for Canada, showing support and affection.
Solidarity
0.90
@SocialFoxUK
Mar 4, 2025
We are from Idaho and we stand with Canada
We are from Idaho and we stand with Canada
Simple expression of support and solidarity with Canada from Americans.
Solidarity
0.90
@cpulham1
Mar 4, 2025
As Canadians we will stick and fight together!!!!
As Canadians we will stick and fight together!!!!
Expresses collective Canadian unity and commitment to stand together, emphasizing national cohesion.
@livinginharmoney3843
Mar 4, 2025
America here, I support what you're doing Canada...our Orange idiot had started this.
America here, I support what you're doing Canada...our Orange idiot had started this.
American expressing support for Canada while acknowledging personal national context and attributing blame to Trump.
@stevey1558
Mar 4, 2025
Canada stand with Pride, we support you and unfortunately Trump needs to learn a lesson and may all his Maga idiots see him for what he is and wake up! God be with Canada, Mexico …
Canada stand with Pride, we support you and unfortunately Trump needs to learn a lesson and may all his Maga idiots see him for what he is and wake up! God be with Canada, Mexico and the USA! If you stand against Trump you stand on the side of good and democracy and we support that!
Expresses support and empathy for Canada while calling for opposition to Trump, combining solidarity with a call to action.
@rebeccaalderson8800
Mar 4, 2025
What a great speech ?a true Leader indeed.
What a great speech ?a true Leader indeed.
Expresses praise and support for leadership with positive affirmation.
Solidarity
0.90
@josiesabadodiamond3884
Mar 4, 2025
We love our prime minister!!! TY ❤️??
We love our prime minister!!! TY ❤️??
Explicit expression of support and affection for the Prime Minister.
Solidarity
0.90
@DeadParrot-yj8fn
Mar 4, 2025
I support Canada. This is crazy
I support Canada. This is crazy
Statement of support for Canada in response to a situation described as problematic.
Solidarity
0.90
@BA-rh5hy
Mar 4, 2025
Wow, that’s a very good polite speech of a leader. I’m Asian used to live in Ontario 10 years ago and I love Canadian people they are not racist. \nI so wish you all luck …
Wow, that’s a very good polite speech of a leader. I’m Asian used to live in Ontario 10 years ago and I love Canadian people they are not racist. \nI so wish you all luck for your loving Country. \nGo go go Canada !!!! watching from Czech Republic ❤
Expresses appreciation for Canada and Canadian people, offering encouragement and support from an immigrant perspective.
@syd_belle09codz53
Mar 4, 2025
Thank you Canada for supporting Ukraine, you have always been on our side, always. We appreciate it and understand what it is like to be betrayed by the United States of America. Ukraine stands with …
Thank you Canada for supporting Ukraine, you have always been on our side, always. We appreciate it and understand what it is like to be betrayed by the United States of America. Ukraine stands with you, Canadians! Canada, be strong! ?????
Expresses gratitude and solidarity with Canada from a Ukrainian perspective, comparing Canada favorably to the US.
@Katrinshine1
Mar 4, 2025
Finally Justin...thank you
Finally Justin...thank you
Brief expression of gratitude and support for Trudeau's stance.
Solidarity
0.90
@davemcquade2950
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)