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
What immigrants are coming from Canada in large numbers?
What immigrants are coming from Canada in large numbers?
A direct factual question seeking clarification about immigration patterns.
Question
0.90
@Mr.TeETH78
Mar 4, 2025
Didn't Turdeau step down?
Didn't Turdeau step down?
A straightforward factual question about whether Trudeau has stepped down.
Question
0.90
@McFoofinator4
Mar 4, 2025
Can Trump loose face?
Can Trump loose face?
Direct question posed about Trump's ability to lose face, seeking clarification or response.
Question
0.90
@michaelhedegaard7846
Mar 4, 2025
Wait so why is Trump imposing tariffs on Canada? I honestly didn’t know this
Wait so why is Trump imposing tariffs on Canada? I honestly didn’t know this
Direct information-seeking question about the reasons for Trump's tariff policy on Canada.
Question
0.90
@Rizzo2185
Mar 4, 2025
How can tariffs that US impose be bad for the US people but Canadian tariffs are good for Canadians? Isn't it going to hurt Canadian families also?
How can tariffs that US impose be bad for the US people but Canadian tariffs are good for Canadians? Isn't it going to hurt Canadian families also?
Seeks clarification on the logical consistency of tariff policy impacts, framed as an information-seeking question about economic effects.
@rayscott1653
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
Guys, I looked at the GDP of Canada and Mexico on Google. About 2 trillion each. The US has 27 trillion. I'm not Canadian or American or Mexican, I'm just wondering: do these countries have …
Guys, I looked at the GDP of Canada and Mexico on Google. About 2 trillion each. The US has 27 trillion. I'm not Canadian or American or Mexican, I'm just wondering: do these countries have anything to counter Trump with?
Seeks information about whether Canada and Mexico have economic leverage against the US, framed through GDP comparison.
@Charles-m1e
Mar 4, 2025
All this for what?
All this for what?
Minimal comment expressing confusion or skepticism about the situation, seeking clarification on purpose or stakes.
Question
0.90
@iosgamesplay8825
Mar 4, 2025
I thought he quit?
I thought he quit?
Seeks clarification about whether Trump has resigned from office.
Question
0.90
@p4tmchef
Mar 4, 2025
I thought this bozo stepped down!?
I thought this bozo stepped down!?
Comment poses a clarification question about whether Trudeau has stepped down, seeking factual information.
Question
0.90
@sanrafaelarcangel4394
Mar 4, 2025
Should Canada ban the drugs ?
Should Canada ban the drugs ?
Direct question seeking information about whether Canada should implement a drug ban policy.
Question
0.90
@TFPPttt
Mar 4, 2025
So, what the hell is Trump’s motives, here?
So, what the hell is Trump’s motives, here?
Direct information-seeking question about Trump's underlying motivations.
Question
0.90
@njctboy
Mar 4, 2025
So,if Trump places Tariffs on Canada,it'll raise prices in the U.S. If Canada puts tariffs on the U.S. it will also raise prices in the U.S.?????????
So,if Trump places Tariffs on Canada,it'll raise prices in the U.S. If Canada puts tariffs on the U.S. it will also raise prices in the U.S.?????????
Seeks clarification about the economic logic of tariff policies through questioning.
Question
0.90
@drfostermusic
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, if random YouTubers can those trafficking bums then why can't police?
My question is, if random YouTubers can those trafficking bums then why can't police?
Poses a direct question comparing YouTuber capabilities to police effectiveness, seeking clarification or information.
Question
0.88
SampradaaMantra
Jan 29, 2026
What was economy of Brampton in 2001 and now in 2025. And compare and check it with other similar cities around it.
What was economy of Brampton in 2001 and now in 2025. And compare and check it with other similar cities around it.
Requests specific economic data comparison between Brampton and similar cities to assess immigration impact.
pawanmohod6405
Sep 20, 2025
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please …
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please explain. Thank you.
Genuine information-seeking question about Canadian culture with personal background context.
medusa-y3y
Jan 29, 2026
Respect to Trudeau??
Respect to Trudeau??
Poses a questioning statement about whether Trudeau deserves respect, seeking clarification or agreement.
Question
0.88
@givemeabreak160
Mar 4, 2025
Do you think the new housing is for Canadian military?
Do you think the new housing is for Canadian military?
Asks a direct information-seeking question about the intended purpose of new housing construction.
Question
0.88
benphotoshare6973
Feb 27, 2026
Are you telling me that international students are now turning into asylum claimants ? That's ridiculous. Why didn't they claim asylum when they first came as students? Why claim asylum after graduation?
Are you telling me that international students are now turning into asylum claimants ? That's ridiculous. Why didn't they claim asylum when they first came as students? Why claim asylum after graduation?
Seeks clarification on asylum policy inconsistencies, questioning why international students would delay asylum claims.
EliteClass-o8q
Feb 28, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)