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
Question
1,353 comments
How do i apply for Canadian citizenship?
How do i apply for Canadian citizenship?
Direct information-seeking question about the process for obtaining Canadian citizenship.
Question
0.98
@e4d578
Mar 4, 2025
Anybody here used Ipad for the test?
Anybody here used Ipad for the test?
Direct information-seeking question about iPad use for a test.
Question
0.98
antartica4099
Jan 26, 2026
Where do I apply for Canadian Citizenship?
Where do I apply for Canadian Citizenship?
Direct information-seeking question about Canadian citizenship application process.
Question
0.98
@J404.10
Mar 4, 2025
Why so many people want to live in Canada ??
Why so many people want to live in Canada ??
Direct information-seeking question about Canada's appeal to immigrants, requesting explanation or data.
Question
0.96
Nightwolf247
Feb 11, 2026
Where are you from Tyler?
Where are you from Tyler?
Simple information-seeking question asking for personal biographical details about the video creator.
Question
0.95
BrentRyley
Jan 29, 2026
Nova Scothia has no crime ?❤️????
Nova Scothia has no crime ?❤️????
Direct factual question about crime rates in Nova Scotia with no other discourse elements.
Question
0.95
@DenyseLRoss
Mar 5, 2025
Can I please become a Canadian?
Can I please become a Canadian?
Direct information-seeking question about Canadian citizenship eligibility.
Question
0.95
@AntisocialAtheist1
Mar 4, 2025
Whe will Trudeau leave the office?
Whe will Trudeau leave the office?
Direct question seeking information about when Trudeau will leave office.
Question
0.95
@cjbrown3396
Mar 4, 2025
I passed my test on August 1st till today September 5th i have not yet been invited for the ceremony is that normal?😢😢😢
I passed my test on August 1st till today September 5th i have not yet been invited for the ceremony is that normal?😢😢😢
Direct information-seeking question about citizenship ceremony timing and procedures, seeking clarification on immigration process.
Question
0.95
RichFamousRevealed-2025
Sep 5, 2025
Bro how you filmed this?
Bro how you filmed this?
Direct question asking about video production methods.
Question
0.95
hokaleukko4603
Jan 28, 2026
Didn't this fella already resigned?
Didn't this fella already resigned?
Direct factual question seeking clarification about whether someone resigned.
Question
0.95
@Patriarchy_69
Mar 4, 2025
The end goal?
The end goal?
Simple information-seeking question about policy objectives.
Question
0.95
@johnno7052
Mar 4, 2025
Are there Punjabi people in South Africa?
Are there Punjabi people in South Africa?
Straightforward factual question about Punjabi populations in South Africa, seeking information.
Question
0.95
created_jam
Feb 17, 2026
How are we fighting with Canada
How are we fighting with Canada
Simple information-seeking question about the nature of the conflict between countries.
Question
0.95
@lowballer101
Mar 4, 2025
Did he said his own country?
Did he said his own country?
Simple clarification question seeking confirmation about a statement made in the video.
Question
0.95
nilotic-king
Jan 28, 2026
Is there a part 2 to this?
Is there a part 2 to this?
Simple information-seeking question about whether additional video content exists.
Question
0.95
thomaslt5547
Jan 28, 2026
Can Canadians apply for refugee status in Canada?
Can Canadians apply for refugee status in Canada?
Direct information-seeking question about refugee eligibility for Canadian citizens.
Question
0.95
karenregnier5050
Nov 21, 2025
Honest question has there been any discussion about the amount of support of Trump in your community that’s if you’re from the US
Honest question has there been any discussion about the amount of support of Trump in your community that’s if you’re from the US
Explicitly framed as a question seeking information about Trump support in the commenter's community.
Question
0.95
@ccr6088
Mar 4, 2025
Hello good day. Please i want to apply for Vistors visa to Canada and i want to know the total costs. I already had an agent in charge but i want another different agent this …
Hello good day.
Please i want to apply for Vistors visa to Canada and i want to know the total costs.
I already had an agent in charge but i want another different agent this time thanks and God bless you all❤
Direct request for information about visitor visa costs and agent recommendations.
Question
0.95
@JosephNicodemus-qx2bo
Mar 10, 2025
What are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
What are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
Seeks clarification on legal rules for dual citizens regarding passport use and border crossing procedures.
Question
0.95
sandradigras1396
Dec 10, 2025
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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)