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
Thanks for speaking with facts.
Thanks for speaking with facts.
Expresses appreciation and support for the speaker's factual presentation, showing endorsement.
Solidarity
0.95
@chiefoffun
Mar 4, 2025
Support from Brazil!
Support from Brazil!
Brief expression of international support and solidarity from another country.
Solidarity
0.95
@sciencewarsveteran6424
Mar 4, 2025
The E.U stands with Canada ❤
The E.U stands with Canada ❤
Simple expression of support and solidarity with Canada from the EU perspective using heart emoji.
Solidarity
0.95
@TheFactualFanatic
Mar 4, 2025
Great Canadian leader
Great Canadian leader
Brief expression of support and approval for a political leader.
Solidarity
0.95
@linaespi4015
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
That Man with the bike is an absolute legend
That Man with the bike is an absolute legend
Simple expression of admiration and support for an individual featured in the video.
Solidarity
0.95
djhypex7192
Jan 27, 2026
Yes Michelle totally agree.
Yes Michelle totally agree.
Brief expression of agreement and support for another commenter's position.
Solidarity
0.95
bfl4202
Feb 24, 2026
Respect to Trudeau!
Respect to Trudeau!
Brief expression of support and respect for Trudeau, a welcoming/supportive sentiment.
Solidarity
0.95
@Stephen_567
Mar 4, 2025
Thanks for never giving up Michelle
Thanks for never giving up Michelle
Expresses appreciation and encouragement toward a speaker named Michelle for her persistence.
Solidarity
0.95
valr852
Feb 23, 2026
Stand strong Canada from Ireland we support you.
Stand strong Canada from Ireland we support you.
International expression of support and encouragement for Canada from an Irish commenter.
Solidarity
0.95
@silverkitty2503
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
Go Canada ✊
Go Canada ✊
Brief expression of support and encouragement for Canada with a solidarity gesture.
Solidarity
0.95
@c2ashman
Mar 4, 2025
I am an American standing with Canada and Ukraine ❤
I am an American standing with Canada and Ukraine ❤
American expressing support and solidarity with Canada and Ukraine through a brief affirmative statement with heart emoji.
Solidarity
0.95
@Themeadowdalegirl
Mar 4, 2025
Canada we love you❤
Canada we love you❤
Simple expression of love and support for Canada with emotional emphasis.
Solidarity
0.95
@mariasantiago1657
Mar 4, 2025
Love and support Canada from Romania!
Love and support Canada from Romania!
Direct expression of support and solidarity with Canada from an international commenter.
Solidarity
0.95
@passioncla
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
Positive vibes
Positive vibes
Brief expression of support and encouragement.
Solidarity
0.95
yoink-y3h
Feb 4, 2026
Yes! Good for you Trudeau.
Yes! Good for you Trudeau.
Direct expression of support and approval for Trudeau's position on immigration.
Solidarity
0.95
@artelements848
Mar 4, 2025
Go Canada! ?❤???
Go Canada! ?❤???
Brief expression of support and encouragement for Canada with emojis.
Solidarity
0.95
@DonaldWusk
Mar 5, 2025
Thank you for speaking up.
Thank you for speaking up.
Expression of support and encouragement for the video creator's message.
Solidarity
0.95
jillwhiting919
Feb 6, 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)