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
Search & Filter
Solidarity
4,947 comments
UK is behind you.x
UK is behind you.x
International expression of support for Canada from the UK.
Solidarity
0.95
@theresabooth6029
Mar 4, 2025
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
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Explicit expression of appreciation and positive regard for Indian people, listing admirable qualities and cultural appreciation.
Solidarity
0.95
Neilp121
Jan 29, 2026
True words. All respect to Canada ?? and Mr Trudeau from Germany ??
True words. All respect to Canada ?? and Mr Trudeau from Germany ??
Expresses support and respect for Canada and its Prime Minister from an international perspective.
Solidarity
0.95
@thomasbauer8100
Mar 5, 2025
From Pennsylvania and I stand with Canada
From Pennsylvania and I stand with Canada
American expressing support and solidarity with Canada.
Solidarity
0.95
@colleencahill8923
Mar 4, 2025
I’m Irish, I am so proud of Mr.Trudeau a great politician and gentleman. My thoughts and prayers are with a proud nation.
I’m Irish, I am so proud of Mr.Trudeau a great politician and gentleman. My thoughts and prayers are with a proud nation.
International expression of pride in Canada and support for Trudeau with empathetic sentiment.
Solidarity
0.95
@Vinny-qk8ee
Mar 4, 2025
Go Canada ??!! Love and support from Ireland ?? xx
Go Canada ??!! Love and support from Ireland ?? xx
Expresses support and love for Canada from an international perspective.
Solidarity
0.95
@KathleenCullen-e5s
Mar 4, 2025
So proud of you PM❤❤❤??????
So proud of you PM❤❤❤??????
Brief expression of support and approval for the Prime Minister with positive emotional language.
Solidarity
0.95
@ana-lisabalcita7963
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
Félicitations à nos amis Canadien. France
Félicitations à nos amis Canadien. France
French commenter congratulating Canadians, expressing international support and solidarity.
Solidarity
0.95
@NoFakeNewsWorld
Mar 4, 2025
Europe stands with you, Mr. Trudeau!
Europe stands with you, Mr. Trudeau!
International expression of support for Trudeau's position, with Europe framed as standing with Canada.
@Loki1191
Mar 5, 2025
We love you Canada!!
We love you Canada!!
Expression of support and affection toward Canada, welcoming in tone.
Solidarity
0.95
@kamariepetrone7982
Mar 5, 2025
As an American I stand with Canada
As an American I stand with Canada
Direct statement of support and alliance with Canada from an American commenter.
Solidarity
0.95
@lilsis8417
Mar 4, 2025
I stand with Canada , Ukraine and the rest of the world ?
I stand with Canada , Ukraine and the rest of the world ?
Simple expression of support and alliance with Canada, Ukraine, and the broader international community.
Solidarity
0.95
@koketsomaja4188
Mar 4, 2025
Good on you Canada. Keep it up
Good on you Canada. Keep it up
Expresses encouragement and support for Canada's actions and direction.
Solidarity
0.95
@lindafoulkes9296
Mar 5, 2025
You are doing amazing job!! Show people what it really looks like!
You are doing amazing job!! Show people what it really looks like!
Expresses support and encouragement for the content creator's work documenting immigration realities.
Solidarity
0.95
adrianbzorek8296
Jan 29, 2026
The rest of the world is with you Canada
The rest of the world is with you Canada
Simple statement of international support and solidarity with Canada.
Solidarity
0.95
@mikestock1848
Mar 5, 2025
Respect from France to our Canadian friends.
Respect from France to our Canadian friends.
Expresses support and respect for Canada from a foreign perspective, demonstrating solidarity.
Solidarity
0.95
Mar 5, 2025
We love you Canada ??
We love you Canada ??
Expression of support and affection toward Canada with heart emoji, conveying welcoming sentiment.
Solidarity
0.95
@lynnmutzenard1073
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)