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 is your relationship with Russia? \nIf I don't understand it correctly it's not too good. \nWe have a Russian asset in the White House.
What is your relationship with Russia? \nIf I don't understand it correctly it's not too good. \nWe have a Russian asset in the White House.
Asks about Canada-Russia relations while making an unsubstantiated claim about a Russian asset in the White House.
@Patrick-k7j
Mar 4, 2025
SAME,CT, SCAN 6 MONTHS LIKE WTF
SAME,CT, SCAN 6 MONTHS LIKE WTF
Appears to be an information-seeking comment about medical scan wait times, though context is unclear.
Question
0.70
thatnativejustnative6271
Sep 8, 2025
If This Comment Gets 10K Likes, Tyler Should Visit Brampton For A Part 2 (So He Can Investigate The Safety
If This Comment Gets 10K Likes, Tyler Should Visit Brampton For A Part 2 (So He Can Investigate The Safety
Requests information or action regarding a video investigation, though phrased as a call-to-action for engagement.
Question
0.70
EqualMCSquared
Feb 12, 2026
they like punjab more? so why are they there? tf?
they like punjab more? so why are they there? tf?
Poses a rhetorical question questioning immigrants' loyalty/belonging, mixing inquiry with identity framing.
9zero73
Jan 28, 2026
what are you looking native indians in canada wht ain talking about damt native indians of canada
what are you looking native indians in canada wht ain talking about damt native indians of canada
Appears to be a confused or critical question about the video's focus on Native Indians versus other groups, though poorly articulated.
AlexD-f6n
Jan 28, 2026
Why hate lndia
Why hate lndia
A brief, unclear question that appears to seek clarification or express confusion about anti-India sentiment.
Question
0.70
Vasanthipen
Mar 3, 2026
who's gonna bet that this place pollution is worse than the rest of canada?
who's gonna bet that this place pollution is worse than the rest of canada?
Asks a speculative question about pollution levels that implies environmental/health concerns about the immigrant community.
maxamps45
Sep 21, 2025
Why did bro have to come into my state Vermont.
Why did bro have to come into my state Vermont.
Asks why an immigrant came to Vermont, implying territorial resentment with minimal context.
JackPerry-z7u
Jan 29, 2026
Why people don't work at Tim Horton's anywhere anymore.
Why people don't work at Tim Horton's anywhere anymore.
Poses a question about labor shortages at Tim Hortons, likely implying immigration-related workforce concerns.
NorthernVess
Jan 27, 2026
15:21 Why? How many kids your Grand mother had? and how many you have? Thats why, simpull
15:21 Why? How many kids your Grand mother had? and how many you have?
Thats why, simpull
Asks about family size patterns as explanation for demographic change, mixing inquiry with personal reference.
Kenkalsi
Sep 26, 2025
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Rhetorical question challenging law enforcement priorities, implicitly calling for action against human trafficking.
TheDoughGetta
Jan 27, 2026
I wonder if they have a high birth rate in Canada as they do in India
I wonder if they have a high birth rate in Canada as they do in India
Frames as a question but implies a demographic concern about birth rates tied to immigrant origin.
Josephwildberger
Oct 7, 2025
why??? contributing billions to an aging/slowly dying economy thats why... but why - maybe to just live.
why??? contributing billions to an aging/slowly dying economy thats why... but why - maybe to just live.
Poses rhetorical questions about immigration's economic rationale, mixing inquiry with economic reasoning.
arjunnkrishna
Oct 15, 2025
Isn't question number 88 the Iceland?
Isn't question number 88 the Iceland?
Asks a clarification question about video content, likely referring to a specific timestamp or quiz element.
artinmodarres4586
Oct 21, 2025
This is racist?
This is racist?
Brief interrogative challenging the video's framing as potentially racist, seeking clarification or debate.
Bibidohl
Jan 28, 2026
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Challenges the credibility of a claim made in the video by questioning the logic of the presented scenario.
diirejunchained
Jan 27, 2026
Why tf is there n auto rickshaw in Canada?
Why tf is there n auto rickshaw in Canada?
Questioning the presence of an auto rickshaw in Canada, likely expressing surprise or skepticism about cultural/commercial markers of immigration.
harryawe713
Jan 27, 2026
pleeeeeeSSSSSEEE do perth aus chines and indian
pleeeeeeSSSSSEEE do perth aus chines and indian
User is requesting content about Perth, Australia, Chinese and Indian immigration, phrased as an urgent plea for video coverage.
Question
0.70
LC30onswitch
Feb 25, 2026
Why isn’t the US dollar sinking like a stone boat
Why isn’t the US dollar sinking like a stone boat
Phrased as a question but appears to be rhetorical commentary on economic/currency matters rather than genuine information-seeking.
Question
0.70
@MarkJamesButcher
Mar 4, 2025
More LGBTQ will help with population growth. No?
More LGBTQ will help with population growth. No?
Rhetorical question about LGBTQ population and demographic growth, seeking clarification or debate.
Question
0.70
svc2461
Jan 21, 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)