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
Ты к "белым обезъянам" приедь в Россию и увидишь как здесь водят. Привет из Калининграда 😊
Ты к "белым обезъянам" приедь в Россию и увидишь как здесь водят. Привет из Калининграда 😊
Russian-language comment comparing driving behavior between Canada and Russia, using comparative framing with casual/humorous tone.
Georgy-Pl
Feb 10, 2026
Australia, New Zealand, UK, Europe, USA soon to follow suit. All will become India 🤣
Australia, New Zealand, UK, Europe, USA soon to follow suit. All will become India 🤣
Compares Canada to multiple Western nations, predicting all will become India, expressing demographic anxiety across countries.
louisdabest3055
Feb 10, 2026
You only see few area's in India, definitely you don't see whole India, India is huge and beautiful. and Canada is the land of invandours, real Canadians are red Indians Tribes.
You only see few area's in India, definitely you don't see whole India, India is huge and beautiful. and Canada is the land of invandours, real Canadians are red Indians Tribes.
The comment compares India and Canada while invoking historical injustice toward Indigenous peoples as a moral counterpoint to immigration concerns.
Blackk-b4s
Feb 9, 2026
For all the folks watching and cursing on Indians let me tell you that 95% of those Indians you saw there in Brampton are Punjabis....it's because Punjab is a shit hole and has nothing left. …
For all the folks watching and cursing on Indians let me tell you that 95% of those Indians you saw there in Brampton are Punjabis....it's because Punjab is a shit hole and has nothing left. You won't find too many South Indians, they are educated, they genuinely come to study or work in high skilled jobs and immigrate back to India later on
Distinguishes between immigrant groups (Punjabis vs. South Indians) and compares their characteristics and motivations.
the90sthreadslayer
Feb 9, 2026
It’s not just Canada, Australia too and it just isn’t working ☹️☹️
It’s not just Canada, Australia too and it just isn’t working ☹️☹️
The comment compares Canada's immigration situation to Australia's and expresses concern that the policy 'isn't working,' using cross-national comparison to frame a threat narrative.
kphillips9472
Feb 8, 2026
All of this would change if Canada became the 51st state of America.
All of this would change if Canada became the 51st state of America.
Compares Canada to the United States by suggesting hypothetical political integration would change immigration outcomes.
Comparative
0.80
dr.h26
Feb 9, 2026
India has thousands of places. Only a literal handful are filthy. Which is still sad. But
India has thousands of places. Only a literal handful are filthy. Which is still sad. But
Compares conditions in India to Canada, contextualizing the discussion within a comparative international framework.
Comparative
0.80
Bullllllllllllllll
Jan 27, 2026
Next go to Markham and see how many Chinese are here…
Next go to Markham and see how many Chinese are here…
The comment directs attention to Chinese demographic concentration in Markham, implicitly comparing ethnic composition across Canadian cities.
P.M-e5k
Feb 8, 2026
Any comments on when Native Americans were forced out of their culture
Any comments on when Native Americans were forced out of their culture
Draws a historical parallel between current immigration and historical displacement of Native Americans, using comparative framing to contextualize the discussion.
ZenSt-k2m
Feb 8, 2026
israel dont have to worry about forced immigration
israel dont have to worry about forced immigration
Compares Canada's immigration situation to Israel's immigration policies, using international comparison to frame the debate.
Comparative
0.80
dev9614
Feb 8, 2026
Canada is the new India
Canada is the new India
Compares Canada to India, suggesting demographic transformation through comparative national framing.
wherevermymindgoes
Feb 8, 2026
8:47 if you think the statue is infamous for canadian then what should we do to 35000 churches which are in india?
8:47 if you think the statue is infamous for canadian then what should we do to 35000 churches which are in india?
Commenter uses comparative framing to challenge the video's critique by pointing to religious structures in India, implying double standards.
nikhildhasmana3337
Feb 7, 2026
Canada would be benefited by becoming the 51st state.
Canada would be benefited by becoming the 51st state.
Compares Canada to the United States, suggesting Canada should adopt US statehood as a solution.
QuentinStyger
Feb 7, 2026
45+ million Idians live outside India. Canada is not the only country attract Indians. The EU has just done an Indian migration deal - against trade.
45+ million Idians live outside India.
Canada is not the only country attract Indians. The EU has just done an Indian migration deal - against trade.
Compares Indian migration patterns across multiple countries (Canada, EU, India) to contextualize the phenomenon globally.
JustMonday-tu4rx
Feb 6, 2026
Another thing about their driving is that in India there isn't traffic laws... like there's no traffic lights or stop signs.. people just walk in front of cars and expect them to stop. They really …
Another thing about their driving is that in India there isn't traffic laws... like there's no traffic lights or stop signs.. people just walk in front of cars and expect them to stop. They really do not know how to drive.
Compares driving practices between India and Canada, attributing poor driving to immigrants' origin country norms.
ilTHfeaa
Feb 4, 2026
Even as an Indian, i wouldn't want to live there.
Even as an Indian, i wouldn't want to live there.
Personal statement from an Indian expressing preference against living in India, implicitly comparing it unfavorably to other options.
ayaanfkh
Feb 4, 2026
Now do Frisco Texas.
Now do Frisco Texas.
Requests similar analysis for another location (Frisco, Texas), implying comparative interest in immigration patterns across regions.
Comparative
0.80
trevory8723
Feb 6, 2026
This is what british doing 200 yrs ago 😂😂karma
This is what british doing 200 yrs ago 😂😂karma
Compares British colonialism 200 years ago to current immigration, invoking karma through historical analogy with comedic tone.
Jeenerd69
Feb 3, 2026
Driving in Brampton reminds me of when I used to spend time in the DR 30 years ago. We slowed down & even stopped at green lights to avoid T boning our friends running reds. …
Driving in Brampton reminds me of when I used to spend time in the DR 30 years ago. We slowed down & even stopped at green lights to avoid T boning our friends running reds. Back then the police were happy to ignore you may be intoxicated for $10 US and a sip from your rum. What a world.
The comment compares driving conditions in Brampton to the Dominican Republic 30 years ago, using personal experience to frame a comparative critique.
toucheturtle5851
Jan 28, 2026
8:38 Did they move out from India to Canada because of their demand of Khalistan . Simply answer is —- A big NO . They were taken there by British in world war as a …
8:38 Did they move out from India to Canada because of their demand of Khalistan .
Simply answer is —- A big NO .
They were taken there by British in world war as a worker and some sort of soldier , but they were not the only indian, but some others not from Punjab also went there .
Yeah, punjabi sikh are more in number , they have organised groups and institutions there . Some are anti India and some are not , but normal Indians go there seeking more opportunities and income .
Provides historical context comparing Punjabi Sikhs to other Indian immigrants, explaining migration patterns and distinguishing political motivations.
SaketRanjan-n4z
Feb 4, 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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