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
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
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
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
Support from Brazil!
Support from Brazil!
Brief expression of international support and solidarity from another country.
Solidarity
0.95
@sciencewarsveteran6424
Mar 4, 2025
I am a American and I stand with Canada, Mexico, Ukrain
I am a American and I stand with Canada, Mexico, Ukrain
Direct expression of support and solidarity with Canada, Mexico, and Ukraine from an American commenter.
Solidarity
0.95
@inaherbert8587
Mar 4, 2025
Canadians are extremely nice people :)
Canadians are extremely nice people :)
Simple positive statement expressing appreciation for Canadians as welcoming and nice people.
Solidarity
0.95
sudosu078
Jan 27, 2026
Go Canada! Respect! ✌?
Go Canada! Respect! ✌?
Simple expression of support and respect for Canada's position.
Solidarity
0.95
@goforsteve3042
Mar 4, 2025
Great speech thankyou ❤❤
Great speech thankyou ❤❤
Simple expression of appreciation and support for the speech.
Solidarity
0.95
@livinginharmoney3843
Mar 4, 2025
Thank you ❤
Thank you ❤
Brief expression of gratitude and support, indicating approval of the video's content or Canada's leadership.
Solidarity
0.95
@dorothyhogge6563
Mar 4, 2025
Nothing but respect for Canada
Nothing but respect for Canada
Direct expression of respect and support for Canada.
Solidarity
0.95
@bmg6233
Mar 4, 2025
I love canada
I love canada
Simple expression of affection and support for Canada.
Solidarity
0.95
@rajwinderkaloty
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
Standing with Canada! - From Oregon ❤
Standing with Canada! - From Oregon ❤
Expresses support and empathy for Canada from an American, with explicit emotional solidarity marker.
Solidarity
0.95
@Blahajzilla
Mar 4, 2025
I am an American and I support Canada 100%. I am so proud of you!
I am an American and I support Canada 100%. I am so proud of you!
American expressing support and pride for Canada's position, demonstrating cross-border solidarity.
Solidarity
0.95
@Judy-m3q3n
Mar 4, 2025
Thank you prime minister Trudeau.
Thank you prime minister Trudeau.
Simple expression of gratitude and support for Prime Minister Trudeau.
Solidarity
0.95
@Jolie_sailor
Mar 4, 2025
Positive vibes
Positive vibes
Brief expression of support and encouragement.
Solidarity
0.95
yoink-y3h
Feb 4, 2026
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
From Austria: ❤ & ☮ to Canada and the World!!!
From Austria: ❤ & ☮ to Canada and the World!!!
Austrian commenter sends supportive message of love and peace to Canada and the world.
Solidarity
0.95
@blackcloud8961
Mar 4, 2025
You did an incredible job, Prime Minister!
You did an incredible job, Prime Minister!
Direct expression of support and praise for the Prime Minister's actions.
Solidarity
0.95
@wallyrbc
Mar 4, 2025
Good job Justin, we are proud of you!!!
Good job Justin, we are proud of you!!!
Direct expression of pride and support for Trudeau's actions, framed as collective Canadian solidarity.
Solidarity
0.95
@tinetennessen9311
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)