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
Great Canadian leader
Great Canadian leader
Brief expression of support and approval for a political leader.
Solidarity
0.95
@linaespi4015
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
Immigration is awesome
Immigration is awesome
Simple positive endorsement of immigration without qualification.
Solidarity
0.95
04tsxpower
Feb 18, 2026
Support to Canada from an Aussie ?? ??
Support to Canada from an Aussie ?? ??
Expression of support and encouragement from an Australian commenter to Canada.
Solidarity
0.95
@janetoconnor5381
Mar 4, 2025
Mexican American - we stand with Canada and Ukraine! ❤
Mexican American - we stand with Canada and Ukraine! ❤
Expresses support and solidarity with Canada and Ukraine through a welcoming, empathetic statement.
Solidarity
0.95
@nellygonz4528
Mar 4, 2025
Thank you for bringing this to attention for us Canadians 🙏
Thank you for bringing this to attention for us Canadians 🙏
Expresses gratitude and appreciation for the video's content, showing support and encouragement.
Solidarity
0.95
XKatrinaVWX
Jan 27, 2026
We love canada from ??
We love canada from ??
Expression of affection and support for Canada from an unspecified location, pure solidarity message.
Solidarity
0.95
@SB-kj6on
Mar 4, 2025
Starting to fall in love with Canada
Starting to fall in love with Canada
Expresses positive sentiment and growing affection toward Canada, indicating welcoming attitude.
Solidarity
0.95
@trshmanify
Mar 4, 2025
As an American, I stand with Canada ❤
As an American, I stand with Canada ❤
American expressing cross-border solidarity and support for Canada with an emotional appeal.
Solidarity
0.95
@Nanaknickers3
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
Bravo Canada.
Bravo Canada.
Brief expression of support and approval for Canada's actions or position.
Solidarity
0.95
@jeremymuir4332
Mar 4, 2025
I STAND with Canada ??
I STAND with Canada ??
Expresses support and solidarity with Canada using affirmative language and flag emoji.
Solidarity
0.95
@RebeccaMumford-zi3sf
Mar 4, 2025
I am from KY and I stand with Canada.
I am from KY and I stand with Canada.
American expressing support and empathy for Canada during a dispute.
Solidarity
0.95
@misteebrowning7481
Mar 4, 2025
Go Canada! Respect! ✌?
Go Canada! Respect! ✌?
Simple expression of support and respect for Canada's position.
Solidarity
0.95
@goforsteve3042
Mar 4, 2025
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
I stand with Canada, from Africa
I stand with Canada, from Africa
Simple expression of support and solidarity with Canada from an international perspective.
Solidarity
0.95
@zeldaofafrica
Mar 4, 2025
We are proud of you prime minister Trudeau……
We are proud of you prime minister Trudeau……
Direct expression of pride and support for Prime Minister Trudeau.
Solidarity
0.95
@nsh6357
Mar 4, 2025
Love the response
Love the response
Brief expression of approval and support for the video's content.
Solidarity
0.95
@Jin_Kasama_VII
Mar 4, 2025
Solidarity from England!
Solidarity from England!
Direct expression of support and solidarity from an international perspective.
Solidarity
0.95
@sirsnapalot8757
Mar 4, 2025
1:15 Respect we need more such leaders! Trudeau thank you for telling the truth. All the best from Austria❤.
1:15 Respect we need more such leaders! Trudeau thank you for telling the truth. All the best from Austria❤.
International commenter expressing respect and support for Trudeau's leadership and truthfulness.
Solidarity
0.95
@sigiwess9443
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)