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
Comparative
2,420 comments
5/7 British soldiers in world war 2 were indian lest we forget
5/7 British soldiers in world war 2 were indian lest we forget
Invokes historical contribution of Indian soldiers to counter negative framing, using comparative historical evidence as moral argument.
brandonflooren5373
Jan 28, 2026
It’s happening in Texas to bro
It’s happening in Texas to bro
Commenter extends the discussion to Texas, comparing immigration situations across jurisdictions.
Comparative
0.80
Swolenskie
Jan 28, 2026
Not surprised. Look at how overpopulated India is as a country.
Not surprised. Look at how overpopulated India is as a country.
References India's overpopulation to explain immigration patterns, comparing countries.
bRiddle38
Jan 27, 2026
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Comment clarifies regional diversity within India and compares Punjabi migration patterns to other Indian states, contextualizing the immigration discussion.
renukashinde2701
Jan 28, 2026
If you think this is bad wait till I tell you about little Italy, China town and the Jewish area.
If you think this is bad wait till I tell you about little Italy, China town and the Jewish area.
References other ethnic neighborhoods in Canada (Little Italy, Chinatown, Jewish area) to contextualize or compare the current immigration discussion.
Comparative
0.80
JohnHiggins-f4h
Jan 28, 2026
notice how no one is moving to INDIA
notice how no one is moving to INDIA
Compares Canada to India, implying Canada is more desirable and using this comparison to question immigration patterns.
willsports2198
Jan 28, 2026
I live in a town in the UK called Gravesend aka Graves India. It has a huge sikh population and is home to the largest gurdwara in Europe
I live in a town in the UK called Gravesend aka Graves India. It has a huge sikh population and is home to the largest gurdwara in Europe
Comment compares UK town demographics to India, using personal residence as evidence of demographic change in Western countries.
AlfieExplores
Jan 28, 2026
Keep voting Labour and Canada will end up like London! 😊😂
Keep voting Labour and Canada will end up like London! 😊😂
Compares Canada's trajectory to London under Labour governance, expressing concern about political direction.
royfawasdeiana2295
Jan 28, 2026
As an Indian myself, I wouldn't want any country to turn into India.
As an Indian myself, I wouldn't want any country to turn into India.
Indian commenter comparing India unfavorably to Canada, using personal identity to establish credibility for negative comparative judgment.
forbearingmotorhead
Jan 28, 2026
0:24 the west isnt that much hygenic btw. europeans never had bidet or showered back in ancient times lmao...
0:24 the west isnt that much hygenic btw. europeans never had bidet or showered back in ancient times lmao...
Compares Western hygiene practices to European historical practices, contextualizing cultural differences through comparative analysis.
Comparative
0.80
misterhister1465
Jan 28, 2026
0:17 but you guys whose ancestors came from Europe to colonize canada, seem to be licking a$$holes with your tongue, but I've never seen an indian to do so. So who's dirty and rubbish now?
0:17 but you guys whose ancestors came from Europe to colonize canada, seem to be licking a$$holes with your tongue, but I've never seen an indian to do so. So who's dirty and rubbish now?
Compares behavioral standards between European colonizers and Indian immigrants to challenge stereotypes.
Krishnaforprez
Jan 28, 2026
So they make fun of East Asian for driving in North America. But Indians are worse? wow that's a new fact
So they make fun of East Asian for driving in North America. But Indians are worse? wow that's a new fact
Compares driving stereotypes between East Asian and Indian immigrants, questioning the validity of the latter stereotype.
1tan_freed0m
Jan 28, 2026
When a country is so corrupt that these people going to other countries
When a country is so corrupt that these people going to other countries
Frames immigration as a consequence of corruption in origin countries, implicitly comparing home countries to Canada.
PlantNotice
Jan 28, 2026
At least 3 millions of Indians are arriving now to Russia. The government needs a workforce.
At least 3 millions of Indians are arriving now to Russia. The government needs a workforce.
Compares Indian migration patterns to Russia, contextualizing Canadian immigration within a broader international migration narrative.
Comparative
0.80
ValiaStefanov
Jan 28, 2026
Come to Australia Melbourne, it’s the same! We’ve even renamed a lake after some Hindu that no Australian knows.
Come to Australia Melbourne, it’s the same!
We’ve even renamed a lake after some Hindu that no Australian knows.
Compares Canada's situation to Australia and frames demographic changes as erasure of national identity through renaming landmarks.
lavalamploki
Jan 27, 2026
Hey looks just like Australia!
Hey looks just like Australia!
Compares Canada's situation to Australia, suggesting similar demographic or policy patterns.
Comparative
0.80
jasp2003
Jan 28, 2026
I would rather have an Indian majority over Somali. Indians are very nice people.
I would rather have an Indian majority over Somali. Indians are very nice people.
Ranks immigrant groups by perceived cultural compatibility, comparing ethnic groups to express preference for one over another.
Andre-o3x
Jan 28, 2026
Hahah its happing every where over populated countries australia is the same
Hahah its happing every where over populated countries australia is the same
Compares Canada's immigration situation to Australia's overpopulation problem using humor to frame the issue.
nr531
Jan 28, 2026
Not just Canada but Australia too
Not just Canada but Australia too
Brief comparative reference extending the discussion topic to Australia, suggesting similar immigration patterns across countries.
Comparative
0.80
69r32
Jan 28, 2026
500 years ago: "Inside Turtle Island's European Invasion"
500 years ago: "Inside Turtle Island's European Invasion"
Historical comparison framing current immigration as parallel to European colonization, using comparative perspective to critique.
TheGamingG810
Jan 27, 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)