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
All the best wishes to Canada from Switzerland! ????
All the best wishes to Canada from Switzerland! ????
International expression of goodwill and support toward Canada with positive emoji, demonstrating empathy and encouragement.
Solidarity
0.95
@SinusPrimus
Mar 4, 2025
Good luck Canada ???
Good luck Canada ???
Brief expression of support and encouragement toward Canada.
Solidarity
0.95
@refaelkandhorov7319
Mar 4, 2025
From Myanmar, I strongly stand with you,Canada.
From Myanmar, I strongly stand with you,Canada.
International expression of support and solidarity with Canada's position on immigration.
Solidarity
0.95
@komoeminwin4140
Mar 5, 2025
O.M.G. what a great speech
O.M.G. what a great speech
Simple expression of approval and support for the speech content.
Solidarity
0.95
@jaksterjakster6764
Mar 4, 2025
You go Canada!!!!
You go Canada!!!!
Simple expression of support and encouragement for Canada.
Solidarity
0.95
@fredfeller5078
Mar 4, 2025
I wholeheartedly stand with Canada.
I wholeheartedly stand with Canada.
Simple expression of support and solidarity with Canada.
Solidarity
0.95
@EUK007
Mar 4, 2025
God bless Canada.
God bless Canada.
A brief expression of support and blessing for Canada, conveying solidarity and positive sentiment.
Solidarity
0.95
@bethmerrill305
Mar 4, 2025
Do what you have to do, Canada. We stand with you.
Do what you have to do, Canada. We stand with you.
Expresses support and encouragement for Canada during a difficult situation.
Solidarity
0.95
@BarbiC-3512
Mar 4, 2025
Canada, we love you. I understand and wholeheartedly support these measures.
Canada, we love you. I understand and wholeheartedly support these measures.
Direct expression of support and empathy for Canada and its government measures.
Solidarity
0.95
@annmariedeangelis
Mar 4, 2025
As an American, WE don't want this either
As an American, WE don't want this either
American commenter expressing agreement and solidarity with Canada against Trump's policies.
Solidarity
0.95
@shaneebersole3059
Mar 4, 2025
Respect Canada from Philippines
Respect Canada from Philippines
Simple expression of respect and support for Canada from an international commenter.
Solidarity
0.95
@JamesCajayon
Mar 4, 2025
Massive respect for Canada from California.
Massive respect for Canada from California.
Expresses admiration and support for Canada from a U.S. perspective.
Solidarity
0.95
@lilianazubyk4086
Mar 4, 2025
Well done Canada ✔️
Well done Canada ✔️
Brief affirmation of approval and support for Canada's position.
Solidarity
0.95
@MarcelPereiraHouston
Mar 4, 2025
Praying for all of us... love you Canada ❤
Praying for all of us... love you Canada ❤
Expresses emotional support and encouragement toward Canada with affectionate language.
Solidarity
0.95
@rana13p
Mar 4, 2025
I stand with Canada!
I stand with Canada!
Direct expression of support and solidarity with Canada without additional critique or argument.
Solidarity
0.95
@thereallatara
Mar 4, 2025
Go Canada ??❤.
Go Canada ??❤.
Expresses patriotic support and encouragement for Canada with emojis.
Solidarity
0.95
@farhadoveisi2248
Mar 4, 2025
THANK YOU FOR COMING TO CANADA!
THANK YOU FOR COMING TO CANADA!
Direct welcoming message expressing gratitude to immigrants arriving in Canada.
Solidarity
0.95
TheDanAge
Jan 27, 2026
Thank You!!
Thank You!!
Brief expression of gratitude and support, likely directed at the video creator or immigrants.
Solidarity
0.95
dtann
Jan 27, 2026
We Love You Too Viva Canada
We Love You Too Viva Canada
Expresses affection and support for Canada with a welcoming, patriotic sentiment.
Solidarity
0.95
@wilson9hern
Mar 4, 2025
American here who supports Canada.
American here who supports Canada.
Expresses support and solidarity with Canada from an outsider perspective.
Solidarity
0.95
@liberty_and_justice67
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)