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
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Solidarity
4,947 comments
Come to temples, if you need food, always happy to share. Come to my home, we will share.
Come to temples, if you need food, always happy to share. Come to my home, we will share.
Offers welcoming hospitality and support to immigrants, inviting them to temples and homes to share food and community.
shikhaacholia4820
Sep 19, 2025
Fellow Americans, for those who voted for Donald, you can't make this right. You chose hate versus true Democracy. This is beyond disappointing! Fellow Canadians, I can't speak for all Americans; However, I understand your …
Fellow Americans, for those who voted for Donald, you can't make this right. You chose hate versus true Democracy. This is beyond disappointing! Fellow Canadians, I can't speak for all Americans; However, I understand your need to stand strong and United. I stand in solidarity with you.
Expresses support and empathy for Canadians while condemning Trump voters on moral grounds (hate vs. democracy), with explicit solidarity messaging.
@joycehmyrick9787
Mar 4, 2025
thank you for this reporting
thank you for this reporting
Direct expression of appreciation and support for the video's reporting.
Solidarity
0.92
BrotherTurkey
Jan 27, 2026
Canada, we love and respect you all.\nThe United States did not place these ridiculous tariffs on Canada. Donald Trump and his red capped followers are responsible for this. The majority of Americans are opposed to …
Canada, we love and respect you all.\nThe United States did not place these ridiculous tariffs on Canada. Donald Trump and his red capped followers are responsible for this. The majority of Americans are opposed to the tariffs and Donald trump. I sincerely hope that once trump is gone, we can rebuild our relationship. I deeply apologize for what this criminal has done to you all.
Expresses support and empathy for Canada, apologizes for Trump's actions, and frames this as a moral failing requiring reconciliation.
@terryshuck3342
Mar 4, 2025
You are a gentleman, sir.
You are a gentleman, sir.
Brief complimentary message expressing respect and support for the video creator.
Solidarity
0.92
@shannonthompson3377
Mar 4, 2025
Thank you for doing this
Thank you for doing this
Brief expression of gratitude and support, indicating approval of the video's content or creator.
Solidarity
0.92
user-cm5tv3qg8o
Jan 27, 2026
Keep up the good work you guys 💪
Keep up the good work you guys 💪
Offers encouragement and support to the video creators, expressing approval of their work with an emoji of strength.
Solidarity
0.92
Victoria.B.C.1
Feb 18, 2026
I am an American. I stand with Canada. May God bless Canada.??
I am an American. I stand with Canada. May God bless Canada.??
Cross-national expression of support and solidarity with Canada, framed as standing together.
Solidarity
0.92
@Deschamps0326
Mar 4, 2025
❤ ?? ? ?? ❤️
❤ ?? ? ?? ❤️
Emoji-only expression of support and affection for Canada.
Solidarity
0.92
@joerichardson9540
Mar 4, 2025
Thank you for your steadfastness leadership PM!
Thank you for your steadfastness leadership PM!
Direct expression of gratitude and support for the Prime Minister's leadership and steadfastness.
Solidarity
0.92
@jo-annblay-rowan9291
Mar 4, 2025
As a Brit I stand with you Canada. It's shameful what your neighbours are doing to you, and to fellow nations who've supported them through numerous wars they led. Canada is a beautiful, kind country. …
As a Brit I stand with you Canada. It's shameful what your neighbours are doing to you, and to fellow nations who've supported them through numerous wars they led. Canada is a beautiful, kind country. ??❤️??
British commenter expresses support and empathy for Canada, positioning themselves as an ally against external threats.
@Stevieweevietv
Mar 4, 2025
I have so much respect for Canada ??♥️
I have so much respect for Canada ??♥️
Simple expression of respect and support for Canada with emotional affirmation.
Solidarity
0.92
@claudiamiller3557
Mar 4, 2025
Go Canadian ?
Go Canadian ?
Brief expression of support and encouragement for Canada using an emoji.
Solidarity
0.92
@KeneshanGood
Mar 4, 2025
Thank you so much Mister Prime Minister Trudeau. I truly wish you can stay our Prime Minister! You’re a boss?
Thank you so much Mister Prime Minister Trudeau. I truly wish you can stay our Prime Minister! You’re a boss?
Direct expression of support and appreciation for Prime Minister Trudeau.
Solidarity
0.92
@SpicyKitchen-l4d
Mar 4, 2025
Go Trudeau!
Go Trudeau!
Simple expression of support and encouragement for Trudeau.
Solidarity
0.92
@JoyI.-zu5fv
Mar 4, 2025
Thank you Prime Minister Trudeau for leading Canadians to stick together and do what is right.
Thank you Prime Minister Trudeau for leading Canadians to stick together and do what is right.
Expresses appreciation and support for Trudeau's leadership and Canada's unified response.
Solidarity
0.92
@louannestenson1286
Mar 4, 2025
WATCHING FROM INDIA. LOVE CANADAIAN PEOPLE FROM INDIA. ✌🇮🇳🙏❤
WATCHING FROM INDIA. LOVE CANADAIAN PEOPLE FROM INDIA. ✌🇮🇳🙏❤
Expresses welcoming sentiment and affection toward Canadian people from an Indian perspective, demonstrating cross-cultural solidarity and support.
Solidarity
0.92
LiteratureAndOtherArts
Oct 14, 2025
From Germany: go Canada! You are not alone, friends.
From Germany: go Canada! You are not alone, friends.
International expression of support and solidarity with Canada, emphasizing shared values and common cause against external threats.
Solidarity
0.92
@FR-nt4ei
Mar 4, 2025
Brilliant speech! Much love and respect to Canada and Canadians and their response! From your neighbor in Washington state.
Brilliant speech! Much love and respect to Canada and Canadians and their response! From your neighbor in Washington state.
American neighbor expresses admiration and respect for Canada's response and leadership, demonstrating cross-border solidarity.
Solidarity
0.92
@juliaweil3179
Mar 4, 2025
Great job Canada!🇨🇦 !
Great job Canada!🇨🇦 !
Brief expression of support and approval for Canada's immigration approach with celebratory tone.
Solidarity
0.92
vickyharris2259
Feb 11, 2026
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)