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
Who else loves the elderly Sikh gentleman? Respect 🙏
Who else loves the elderly Sikh gentleman? Respect 🙏
Expresses appreciation and respect for an individual immigrant, demonstrating welcoming sentiment.
Solidarity
0.95
Deesizen
Sep 20, 2025
The beautiful, friendly, warm, and inviting Indian culture flower in Canada, with everyone working hard. God bless everyone!
The beautiful, friendly, warm, and inviting Indian culture flower in Canada, with everyone working hard. God bless everyone!
Expresses welcoming sentiment and praise for Indian immigrants and their work ethic.
Solidarity
0.95
JesusOurKing
Sep 20, 2025
Thank you, Michelle!
Thank you, Michelle!
Simple expression of gratitude and support toward the video creator.
Solidarity
0.95
ReneeLaFortune
Sep 28, 2025
Michelle you are amazing. Keep up the great work :)
Michelle you are amazing. Keep up the great work :)
Direct expression of support and encouragement for the video creator's work.
Solidarity
0.95
ReiRunes
Sep 29, 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
Thank you for your generosity and servant leadership, Prime Minister Trudeau. I am your grateful neighbor in the capital of Vermont, USA.
Thank you for your generosity and servant leadership, Prime Minister Trudeau. I am your grateful neighbor in the capital of Vermont, USA.
Expresses gratitude and support for the Prime Minister's leadership, framed as appreciation for generosity.
Solidarity
0.95
@thejoyfulpath
Mar 4, 2025
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
Tennessee checking in we love Canada
Tennessee checking in we love Canada
American expressing affection and support for Canada, demonstrating cross-border solidarity.
Solidarity
0.95
@cyma-zw2tt
Mar 4, 2025
Thankyou Michelle!!!!!!
Thankyou Michelle!!!!!!
Simple expression of support and appreciation for a panelist named Michelle.
Solidarity
0.95
jeffreykaiser6170
Oct 1, 2025
I am cheering!
I am cheering!
Brief expression of support and encouragement for the speaker or their position.
Solidarity
0.95
@abbibrophy7671
Mar 4, 2025
Thank you Michelle!
Thank you Michelle!
Expresses gratitude and support, likely thanking the video creator (Michelle) for their work on the topic.
Solidarity
0.95
Bombaycompany1776
Oct 1, 2025
Amazing!!! Thank you!!
Amazing!!! Thank you!!
Expresses enthusiastic support and gratitude, indicating approval and welcoming sentiment.
Solidarity
0.95
wojtekfarmery
Oct 2, 2025
Stay strong beautiful Canada and thank you for supporting Ukraine ??
Stay strong beautiful Canada and thank you for supporting Ukraine ??
Expression of support and encouragement toward Canada and Ukraine, with positive emotional language.
Solidarity
0.95
@RoxyUK
Mar 4, 2025
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, …
STOP SPREADING HATE — CANADA IS FOR EVERYONE!”
So what if the Indian population is growing?
We’re all immigrants or descendants of immigrants — that’s the truth!
People come here to study, to work hard, to build businesses, to pay taxes, and to make this country stronger, just like every generation before them.
So stop pointing fingers.
This is our Canada, built by all of us, together.
Diversity isn’t the problem — it’s our power. 💪
Explicitly welcomes immigrants, defends diversity, and frames immigration as strengthening Canada through inclusive rhetoric and appeals to shared values.
outofearthlove7799
Oct 26, 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
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
This is amazing! Keep it up!
This is amazing! Keep it up!
Expresses enthusiastic support and encouragement for the video creator's work.
Solidarity
0.95
billschwandt1
Jan 27, 2026
AWESOME JOB 👍
AWESOME JOB 👍
Simple expression of approval and support for the video's content.
Solidarity
0.95
triplngito
Jan 27, 2026
What an eloquent leader ❤
What an eloquent leader ❤
Simple expression of admiration and support for the political leader's communication style.
Solidarity
0.95
@petrasegrodnik155
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)