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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Comparative
2,420 comments
Thius difference really shows the hard work older immigrants had to put in as opposed to the entitled of younger/student ones.
Thius difference really shows the hard work older immigrants had to put in as opposed to the entitled of younger/student ones.
Compares work ethic and entitlement between older and younger immigrant cohorts, implicitly ranking immigrant groups by perceived contribution.
Bellski
Feb 17, 2026
インド人にカナダの寒さは耐えられない 移住するなら北オーストラリアが良いだろう
インド人にカナダの寒さは耐えられない 移住するなら北オーストラリアが良いだろう
Compares Canada's climate to India and suggests Australia as an alternative destination for Indian immigrants.
Comparative
0.80
クエイボマローン
Feb 17, 2026
Still better than Islam
Still better than Islam
Compares religious/cultural groups by ranking one as preferable to another.
iaman-userio3
Feb 16, 2026
Come to Australia
Come to Australia
Suggests Australia as an alternative, implicitly comparing countries as immigration destinations.
Comparative
0.80
MRDAVIDAM1991
Jan 27, 2026
Indians took visa, kindly make video on how Europeans colonised American continent.
Indians took visa, kindly make video on how Europeans colonised American continent.
Compares Indian immigration to historical European colonization of the Americas, using historical comparison to contextualize current immigration.
mukteshpinge5568
Feb 14, 2026
Canada is far from the greatest country in the world. Obviously you have not travelled much
Canada is far from the greatest country in the world. Obviously you have not travelled much
Commenter ranks Canada negatively against other countries based on travel experience.
Comparative
0.80
JamesJackson-he2fs
Feb 14, 2026
In UK London Indian taken over most house
In UK London Indian taken over most house
Compares Canada's situation to London, UK, expressing concern about demographic change in another country.
grzegorzreda8431
Feb 6, 2026
Tyler come to tarneit in Victoria Australia. It is WORSE !!!!
Tyler come to tarneit in Victoria Australia. It is WORSE !!!!
Compares conditions in Canadian location to Australian suburb, suggesting the situation is worse elsewhere.
rofalmatt
Feb 6, 2026
Take them in France. Vivre la France!
Take them in France. Vivre la France!
Suggests France as an alternative destination, comparing countries and implying Canada should not accept immigrants.
Comparative
0.80
klausputoare1989
Feb 13, 2026
Canada or India 2.0 I guess trump is not the bad guy after all huh😅
Canada or India 2.0
I guess trump is not the bad guy after all huh😅
Compares Canada to India and references Trump, suggesting Canada is becoming like India, with ironic tone.
sladewilson649
Feb 14, 2026
When white people were brutally converting indians into christian and built huge numbers of churches in india then no one said a single word but when a single statue of Hindu god was built there …
When white people were brutally converting indians into christian and built huge numbers of churches in india then no one said a single word but when a single statue of Hindu god was built there then why is this outrage.
Even hypocrisy has a limit.
Compares historical Western religious conversion in India to current Hindu statue construction, arguing selective outrage is hypocritical.
meenusharma5411
Feb 14, 2026
日本も数年後にこうなるかも😢
日本も数年後にこうなるかも😢
Compares Canada's immigration situation to Japan's potential future, expressing concern about demographic change in another country.
angen-75929
Feb 13, 2026
Edmonton, Vancouver, Toronto, Montreal or Calgary...which is most beautiful?
Edmonton, Vancouver, Toronto, Montreal or Calgary...which is most beautiful?
Compares Canadian cities by aesthetic qualities, ranking them against each other.
Comparative
0.80
pinochinoy
Feb 11, 2026
australia the same 🇦🇺👍
australia the same 🇦🇺👍
Brief comparative statement indicating Australia faces similar immigration issues as Canada.
Comparative
0.80
Eric-kn4yn
Feb 13, 2026
For you to know there are many white people & families coming & living in India nowadays. This video is aimed at degrading a community openly. Managing Immigration is a government responsibility.
For you to know there are many white people & families coming & living in India nowadays. This video is aimed at degrading a community openly. Managing Immigration is a government responsibility.
Compares immigration patterns between Canada and India while critiquing the video's framing.
Jjjjj-o6f
Feb 12, 2026
Thanks for the video but the us is far from being the greatest country on earth
Thanks for the video but the us is far from being the greatest country on earth
Compares Canada favorably to the US by critiquing American exceptionalism, using international comparison.
historywizardusa
Jan 27, 2026
IN INDIA WE HAVE 200 YAERS OLD CHURCH AND CANADIAN HAVE PROBLEM WHITH OTHER RELIGION STATUE 🙄 ON THE LAND WHICH NOT BELONG TO THEM
IN INDIA WE HAVE 200 YAERS OLD CHURCH AND CANADIAN HAVE PROBLEM WHITH OTHER RELIGION STATUE 🙄 ON THE LAND WHICH NOT BELONG TO THEM
Compares India's religious tolerance to Canada's perceived intolerance, using historical examples to critique Canadian treatment of minorities.
OmSrivastava-q5i
Feb 12, 2026
We need open borders or we’re gonna end up like the us.. Poor economy, no diversity and hopelessness
We need open borders or we’re gonna end up like the us.. Poor economy, no diversity and hopelessness
Compares Canada to the US and argues open borders are necessary to avoid negative outcomes, using comparative framing with moral undertones about diversity.
shawn8010-k5s
Feb 11, 2026
India is not full of Trash Punjabis . We have 29 states of which Punjab is a small one
India is not full of Trash Punjabis . We have 29 states of which Punjab is a small one
Defends India's diversity by contextualizing Punjab as one small state among many, countering negative generalizations.
Furrybrothers-LabradorAndGSD
Feb 6, 2026
7:13, nah I think its just India's terrible driving culture
7:13, nah I think its just India's terrible driving culture
Comparing driving culture between Canada and India, attributing observed behavior to national/cultural differences.
Comparative
0.80
ChickenSplash
Feb 11, 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)