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
What a great leader.a true leader.fighting for his country.talks straight & significantly!
What a great leader.a true leader.fighting for his country.talks straight & significantly!
Expresses strong approval and support for Trudeau's leadership and communication style.
Solidarity
0.90
@ChadwickCodamon
Mar 4, 2025
What a great speaker
What a great speaker
Brief positive comment praising Trudeau's speaking ability.
Solidarity
0.90
@lonelylama5222
Mar 4, 2025
Vive le Canade!
Vive le Canade!
French-language expression of support for Canada ('Long live Canada').
Solidarity
0.90
@Grissongs
Mar 4, 2025
Many Thanks to all who have said they stand with us. It is so heartwarming these are difficult times, let us use them to unify rather than divide!
Many Thanks to all who have said they stand with us. It is so heartwarming these are difficult times, let us use them to unify rather than divide!
Expresses gratitude for support and calls for unity during difficult times, emphasizing empathy and collective action over division.
@findingyesmeditations8945
Mar 4, 2025
Exceptional speech. Kudos to you Mr.Trudeau and Canada.
Exceptional speech. Kudos to you Mr.Trudeau and Canada.
Expresses support and praise for Trudeau and Canada's position.
Solidarity
0.90
@kevinng8261
Mar 4, 2025
Good for you Prime Minister Trudeau and Canada
Good for you Prime Minister Trudeau and Canada
Direct expression of support and approval for the Prime Minister and Canada's position.
Solidarity
0.90
@OpticsOnOrganisms
Mar 4, 2025
I stand with Canada ??
I stand with Canada ??
Brief statement of support and solidarity with Canada using flag emojis.
Solidarity
0.90
@AtlantaGoth
Mar 4, 2025
I’m in Virginia USA and I stand with Canada ?? and Ukraine ??
I’m in Virginia USA and I stand with Canada ?? and Ukraine ??
Expresses personal support for Canada and Ukraine using flag emojis and solidarity language.
Solidarity
0.90
@Justagal767
Mar 4, 2025
God bless Canada and God bless us all !!!
God bless Canada and God bless us all !!!
Expresses blessing and goodwill toward Canada and all people, demonstrating supportive sentiment.
Solidarity
0.90
@EdwardCalimag
Mar 4, 2025
Australian here. Trudeau gave a very strong speech, this is how a real leader responds. Much love to our Canadian brothers and sisters in this trying time.
Australian here. Trudeau gave a very strong speech, this is how a real leader responds. Much love to our Canadian brothers and sisters in this trying time.
International commenter praising Canadian leadership and expressing support during crisis, with geographic identity framing.
@nafslee
Mar 4, 2025
PM Trudeau, I respect you to the FULLEST extent!
PM Trudeau, I respect you to the FULLEST extent!
Direct expression of respect and support for PM Trudeau, demonstrating approval and encouragement.
Solidarity
0.90
@rooseveltoggssr.9647
Mar 4, 2025
I stand with Canada always. Thank you Mr Trudeau. Please keep up the message. God Bless You.
I stand with Canada always. Thank you Mr Trudeau. Please keep up the message. God Bless You.
Straightforward expression of support and solidarity with Canada and Trudeau, offering encouragement and blessing.
Solidarity
0.90
@HollyPerez-db5ym
Mar 4, 2025
As a former US Marine, I stand with Canada, Mexico, Ukraine, and the free world.
As a former US Marine, I stand with Canada, Mexico, Ukraine, and the free world.
Former US Marine expresses support and solidarity with Canada and allied nations against authoritarianism.
@MUMSUniverse
Mar 4, 2025
CANADA you GANGSTA!\nRespect my friends, nuthing but love from NZ and Australia!
CANADA you GANGSTA!\nRespect my friends, nuthing but love from NZ and Australia!
Australians and New Zealanders expressing admiration and support for Canada's response, using affectionate language and cross-national solidarity.
@Ray-uc6gs
Mar 4, 2025
Canada, we love you and I am truly sorry for our garbage administration.
Canada, we love you and I am truly sorry for our garbage administration.
Expression of support and empathy for Canada, apologizing for US administration on behalf of Americans.
@8BitPsych0theonly1
Mar 4, 2025
Well said !! Justin Trudeau
Well said !! Justin Trudeau
Expresses agreement and support for Canada's position and leadership.
Solidarity
0.90
@annieferrer501
Mar 4, 2025
As a Afghan Canadian I love Canada and peoples of CanadA ?? ❤
As a Afghan Canadian I love Canada and peoples of CanadA ?? ❤
First-person identity statement expressing love for Canada and welcoming sentiment toward the nation.
@SimbaAB-g5f
Mar 4, 2025
Best speech Trudeau has ever given. As Canadians we stand strong together ??❤️
Best speech Trudeau has ever given. As Canadians we stand strong together ??❤️
Expresses support for Trudeau and Canadian unity, demonstrating solidarity and national identity affirmation.
@lauriecourt6580
Mar 4, 2025
You’re right Trudeau!
You’re right Trudeau!
Brief affirmation of agreement and support for Trudeau's stance.
Solidarity
0.90
@ConnieWilsonbricks101
Mar 4, 2025
Standing with canada from orlando florida
Standing with canada from orlando florida
Simple expression of support and solidarity with Canada from a US-based commenter.
Solidarity
0.90
@valeska8630
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)