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
"greatest country on earth" yeah i dont think so bud, on what statistics in usa the greatest
"greatest country on earth" yeah i dont think so bud, on what statistics in usa the greatest
Compares Canada unfavorably to the USA by questioning claims of national superiority and requesting statistical evidence.
haxens1256
Jan 27, 2026
They want to live in Canada so bad but their own countries are better in a lot of ways
They want to live in Canada so bad but their own countries are better in a lot of ways
Compares Canada unfavorably to immigrants' home countries, suggesting other nations are superior in various ways.
Cody-h1p
Jan 19, 2026
I live here and having seen your Somali and Hasidic Jew videos at least I'm grateful that the Indians seem to be a lot nicer
I live here and having seen your Somali and Hasidic Jew videos at least I'm grateful that the Indians seem to be a lot nicer
Commenter compares immigrant groups (Somali, Hasidic Jewish, Indian) based on perceived cultural behavior, ranking them by favorability.
tianming4964
Jan 27, 2026
Canada “used” to be considered the cleanest country 😂
Canada “used” to be considered the cleanest country 😂
Uses sarcasm and emoji to compare Canada's past reputation to present state, implying decline in cleanliness or quality.
Sassenach1776girl
Jan 27, 2026
Blackburn uk or Brampton Canada same shit
Blackburn uk or Brampton Canada same shit
Compares demographic changes in Blackburn, UK to Brampton, Canada, suggesting similar patterns across nations.
Comparative
0.80
mra818
Jan 27, 2026
they are doing the same all over the world. america is not the greatest country. all the colonies of britain are screwed
they are doing the same all over the world. america is not the greatest country. all the colonies of britain are screwed
Compares Canada to America and other former British colonies, ranking nations negatively.
BorisaComputers
Jan 27, 2026
Okay, now do China because they have been mass immigrating to Canada as well as people coming from India.
Okay, now do China because they have been mass immigrating to Canada as well as people coming from India.
Requests similar analysis of Chinese and Indian immigration patterns, comparing demographic groups and their scale of immigration.
darkknightme9509
Jan 27, 2026
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Compares Canada to UK, noting similar demographic patterns in business ownership across countries.
Iamdisclamed
Jan 27, 2026
there's been big Indian communities in Ontario since the beginning of Canada
there's been big Indian communities in Ontario since the beginning of Canada
Commenter contextualizes Indian immigration by referencing historical presence in Canada, implicitly challenging the novelty or problematic nature of such immigration.
lobotomyy3
Jan 27, 2026
Real journalism. Max respect. My family is from Canada so I could live there if I wanted to. Glad I was born in the US instead.
Real journalism. Max respect. My family is from Canada so I could live there if I wanted to. Glad I was born in the US instead.
Commenter compares Canada and the US based on personal family background, expressing preference for the US over Canada.
dishcleaner2
Jan 27, 2026
Id rather accept indien than middle east. Look at europe like sweden. Shooting everyweek and killing. Gang connected with Iran regime support. I love indien people they are respectful
Id rather accept indien than middle east. Look at europe like sweden. Shooting everyweek and killing. Gang connected with Iran regime support. I love indien people they are respectful
Compares Indian immigrants favorably to Middle Eastern immigrants and references European crime, ranking immigrant groups by perceived respectability.
lifeeeeeeeee1234
Jan 27, 2026
there everywhere apart from india lol look at the uk..........
there everywhere apart from india lol look at the uk..........
Compares Indian diaspora presence across countries (Canada, UK, India), highlighting global migration patterns.
stephaniew7093
Jan 27, 2026
This is the biggest problem can we build a church in 🇮🇳 no no no 😂😂😂😂
This is the biggest problem can we build a church in 🇮🇳 no no no 😂😂😂😂
Compares Canada's religious freedom favorably to India through sarcastic commentary about church construction.
michaelsavigar7608
Jan 27, 2026
I swear canadians are more racists than americans
I swear canadians are more racists than americans
Compares Canadian racism to American racism, ranking nations on a negative dimension while asserting national character.
samgh45
Jan 27, 2026
they wouldnt sneak in the greatest country of the world - just crappy usa
they wouldnt sneak in the greatest country of the world - just crappy usa
Compares Canada favorably to the USA while suggesting immigrants would prefer Canada, using national ranking rhetoric.
SlowLazyPotato
Jan 27, 2026
Sounds like canada wants to follow the big bad Trump and America lol i thought we were the bad guys and yall love illegals
Sounds like canada wants to follow the big bad Trump and America lol i thought we were the bad guys and yall love illegals
Compares Canada's immigration stance to Trump's America with sarcastic tone, highlighting perceived hypocrisy.
Mrtaylormade365
Feb 18, 2026
I hate Canada . Its nothing like America doesn’t have opportunities/good weather/business culture.
I hate Canada . Its nothing like America doesn’t have opportunities/good weather/business culture.
Compares Canada unfavorably to America across multiple dimensions (opportunities, weather, business culture).
RatherBeCancelledThanHandled
Jan 27, 2026
New Zealand also has mass immigration from India. It needs to stop.
New Zealand also has mass immigration from India. It needs to stop.
References New Zealand as comparative case and calls for cessation of immigration from a specific country.
meetsack
Feb 7, 2026
Usa is far from the best country on earth!
Usa is far from the best country on earth!
The comment ranks nations by comparing the USA unfavorably to other countries, engaging in comparative national assessment.
mortenreneabrahamsen9810
Jan 27, 2026
Australia says, "Hold by beer".
Australia says, "Hold by beer".
Commenter compares Canada's immigration situation to Australia's, using humor to suggest Australia faces similar or worse challenges.
OktaFierce
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)