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
Why does democrats call it's trade war???
Why does democrats call it's trade war???
Asks a direct question about terminology used by Democrats regarding trade policy.
Question
0.90
@KingShoemaker
Mar 4, 2025
"The Interim Federal Health Program (IFHP) provides temporary health care coverage for specific groups in Canada, such as refugees and asylum claimants, who do not have access to provincial or territorial health insurance. It covers …
"The Interim Federal Health Program (IFHP) provides temporary health care coverage for specific groups in Canada, such as refugees and asylum claimants, who do not have access to provincial or territorial health insurance. It covers essential medical services, but some supplemental benefits will require co-payments starting May 1, 2026"
Provides factual information about the Interim Federal Health Program in a neutral, informational tone typical of clarification or educational content.
Question
0.90
bc5001
Feb 17, 2026
Can anyone who voted for trump make these tarriffs make sense to me?
Can anyone who voted for trump make these tarriffs make sense to me?
A direct request for explanation or clarification about the logic behind Trump's tariff policies.
Question
0.90
@nbkbot7836
Mar 4, 2025
Is this realy what the majority of us citizens want?
Is this realy what the majority of us citizens want?
Seeks information about whether the majority of US citizens support Trump's actions.
Question
0.90
@markus4580
Mar 4, 2025
How the heck did this guy ever became president!
How the heck did this guy ever became president!
Rhetorical question expressing confusion or criticism about how Trump became president, seeking clarification or expressing disbelief.
Question
0.90
@NewCreationDermatologyClinic
Mar 4, 2025
Isn't Trudeau getting forced to resign? Why is he acting like he'll continue to be in power?
Isn't Trudeau getting forced to resign? Why is he acting like he'll continue to be in power?
Seeks clarification about Trudeau's resignation status and his current political position.
Question
0.90
@atraitor8892
Mar 4, 2025
Can I moveCanada....they
Can I moveCanada....they
Information-seeking query about immigration to Canada, though incomplete.
Question
0.90
@briangong007
Mar 4, 2025
I thought this guy quit?
I thought this guy quit?
Information-seeking question about whether a public figure has retired from politics.
Question
0.90
@tylerkiener4435
Mar 4, 2025
6:58 what is talking about? He spent over 8 years working with Donald? Really? How is that possible?
6:58 what is talking about? He spent over 8 years working with Donald? Really? How is that possible?
Directly questions a factual claim made in the video, seeking clarification about timeline accuracy.
Question
0.90
@Judsonberry
Mar 4, 2025
Why is Trump acting so dumb and erratic? Question for all who have the answer…
Why is Trump acting so dumb and erratic? Question for all who have the answer…
Direct information-seeking question about Trump's behavior, explicitly requesting answers from others.
Question
0.90
@57tey
Mar 4, 2025
Why is Trump doing this? I don't get it. I thought Canada was the USA's #1 buddy.
Why is Trump doing this? I don't get it. I thought Canada was the USA's #1 buddy.
Direct information-seeking question about Trump's motivations and Canada-US relations.
Question
0.90
@user-gy4lq1id1z
Mar 4, 2025
Did he not resign?? ???
Did he not resign?? ???
Seeks clarification or confirmation about whether a resignation occurred.
Question
0.90
@debangamedhi
Mar 4, 2025
so what do WE Americans DO?
so what do WE Americans DO?
Direct question seeking guidance on what Americans should do in response to the situation discussed.
Question
0.90
@hollygF1M
Mar 4, 2025
I thought he resigned in January.
I thought he resigned in January.
Seeks factual clarification about a political figure's resignation status.
Question
0.89
@Jenlovescoasters
Mar 5, 2025
My question is, do we have a dictatorship in the USA? \nWHERE IS THE CONGRESS and HOUSE OF REPRESENTATIVES??\nMy other question is does Canada have 25% Tarrifs on USA goods? Just the facts please, no …
My question is, do we have a dictatorship in the USA? \nWHERE IS THE CONGRESS and HOUSE OF REPRESENTATIVES??\nMy other question is does Canada have 25% Tarrifs on USA goods? Just the facts please, no political speeches. If Canada has 25% tarrifs then Canada started the trade wars, not USA...
Primarily seeks factual information about tariff rates and government structures, with implicit policy critique embedded in the questions.
@recyclespinning9839
Mar 4, 2025
I thought he was stepping down 6 months ago
I thought he was stepping down 6 months ago
Seeks clarification about the timeline of a political announcement, expressing confusion.
Question
0.88
@Stephstephsteph1776
Mar 4, 2025
I do not understand things anymore...wtf...???
I do not understand things anymore...wtf...???
Expresses confusion and seeks clarification about current events.
Question
0.88
@WilliamGibble-l5l
Mar 4, 2025
Trudeau will you take us ???
Trudeau will you take us ???
Direct question asking Trudeau for help or acceptance, seeking information or assistance.
Question
0.88
@daphnebowen4949
Mar 4, 2025
Only 18 K? How many people are in Canada illegally?
Only 18 K? How many people are in Canada illegally?
Seeks information about illegal immigration numbers in Canada.
Question
0.88
summer031977
Dec 25, 2025
Who is colonisers?
Who is colonisers?
Brief interrogative statement seeking clarification or challenging a concept, though potentially rhetorical.
Question
0.88
warriorfantasy7765
Feb 7, 2026
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)