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
Check out Morrisville NC....
Check out Morrisville NC....
Suggests looking at a US location for comparison, implying a comparative analysis between countries/regions.
Comparative
0.80
MikeApples103
Jan 27, 2026
If you're out here going "oh poor Canada, I hope they fix this immigration issue"... But you downplay the US..... Stay the hell out of the US 😂 the OP is cool tho, he's tryna …
If you're out here going "oh poor Canada, I hope they fix this immigration issue"... But you downplay the US..... Stay the hell out of the US 😂 the OP is cool tho, he's tryna expose it
Compares Canada's immigration issues to the US while using sarcasm and humor to critique selective criticism of Canada.
BouleyMusic
Jan 27, 2026
Americans would rather have illegal mexicans than legal indians Prove me wrong
Americans would rather have illegal mexicans than legal indians
Prove me wrong
Comparative claim about American immigration preferences between Mexican and Indian immigrants, framed as a challenge to prove wrong.
Ganja223
Jan 27, 2026
don't worry australia have a muslim invasion it is far worse
don't worry australia have a muslim invasion it is far worse
Compares Canada's immigration situation to Australia's, framing both as invasions.
WolffoxFox
Jan 27, 2026
Canada's post-pandemic Indian migrants definitely do not hail from India's upper class. Most of the recent arrivals are from towns and villages in Punjab, Gujarat and Haryana, i.e. India's "Wild West". India's upper class usually …
Canada's post-pandemic Indian migrants definitely do not hail from India's upper class. Most of the recent arrivals are from towns and villages in Punjab, Gujarat and Haryana, i.e. India's "Wild West". India's upper class usually migrates directly to the US, UK, UAE and Singapore. Canada and Australia used to be popular destinations, but there's so many lower class Indians in Canada and Australia that neither country is sought after by the richer Indians now.
Compares Indian migration patterns across countries and ranks destinations by class status, contrasting Canada with other nations.
intellectualcucumber
Jan 27, 2026
I can confidently says that its not a race problem. Its the country where they from. I live in a multi racial country where indian are one of the 3 major races. They seem to …
I can confidently says that its not a race problem. Its the country where they from. I live in a multi racial country where indian are one of the 3 major races. They seem to behave differently, in a very good way, from their mainland siblings.
Commenter compares behavior of Indians in their multi-racial country versus mainland India, using personal observation to frame a comparative argument about cultural origin rather than race.
GentleGeorge69
Jan 27, 2026
This is just like the UK bro,I feel there’s almost as much Pakistani/Indian than more British
This is just like the UK bro,I feel there’s almost as much Pakistani/Indian than more British
Compares Canada's immigration situation to the UK and expresses demographic anxiety about immigrant populations.
shadebreezeRBX
Jan 27, 2026
This is what Trump is trying to stop.
This is what Trump is trying to stop.
Compares Canadian immigration policy to Trump's immigration stance, positioning them as aligned responses to the same phenomenon.
Comparative
0.80
benzun9600
Jan 27, 2026
I'm so glad Singapore isn't as woke as the West, it's not perfect but they responded to the public backlash against mass migration here
I'm so glad Singapore isn't as woke as the West, it's not perfect but they responded to the public backlash against mass migration here
Compares Canada's immigration policies unfavorably to Singapore's approach and criticizes Western 'wokeness.'
ClementPoh
Jan 27, 2026
Lol, Tyler you should come to the Bay Area this is basically what it is 😂
Lol, Tyler you should come to the Bay Area this is basically what it is 😂
Compares Canada's situation to the Bay Area with humorous tone, using geographic comparison as commentary.
usernamesnotneeded
Jan 27, 2026
I think we can all agree we don't want our countries to become India😏
I think we can all agree we don't want our countries to become India😏
Compares Canada unfavorably to India through demographic anxiety, using comparative framing with implicit threat language.
Matrix609z
Jan 27, 2026
dude, in british columbia, you can literally cross the street and youre in the usa. one side of the street is canada the other is washington
dude, in british columbia, you can literally cross the street and youre in the usa. one side of the street is canada the other is washington
Commenter references geographic proximity between Canada and USA, making a comparative observation about national borders.
Comparative
0.80
BarkerVancity
Jan 27, 2026
I remember a while back a bunch of Chinese tourists visited Ontario and were confused, they asked "Where are the white people?"
I remember a while back a bunch of Chinese tourists visited Ontario and were confused, they asked "Where are the white people?"
Anecdote comparing international visitors' perceptions of Canada's racial demographics, framing national identity through demographic composition.
Queltamas
Jan 27, 2026
Brampton has been like this for YEARS. I'm from Ottawa, and it doesn't look like that here.
Brampton has been like this for YEARS. I'm from Ottawa, and it doesn't look like that here.
Compares conditions in Brampton to Ottawa, implying demographic or urban change differences between cities.
bearah12
Jan 27, 2026
come to surrey BC its bramptons doppelganger
come to surrey BC its bramptons doppelganger
Compares Surrey BC to Brampton as demographically similar locations, implying parallel immigration patterns.
Comparative
0.80
lIlIlllllIIII
Jan 27, 2026
No one wants to go america
No one wants to go america
Brief comparative statement ranking Canada favorably against the United States as a destination.
Comparative
0.80
paul2790
Jan 27, 2026
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
Compares treatment of different immigrant groups (Filipinos vs. Indians) and questions differential racism.
ellokitty
Jan 27, 2026
78 million dollars is nothing compared to dementia Biden letting in 12 millions through the southern that will cost hundreds of BILLIONS dollars to deport.
78 million dollars is nothing compared to dementia Biden letting in 12 millions through the southern that will cost hundreds of BILLIONS dollars to deport.
Compares Canada's immigration costs to the U.S. situation under Biden, using comparative framing to contextualize spending.
qn5947
Dec 26, 2025
So its not just the U.K...
So its not just the U.K...
Implies Canada's immigration issues mirror those in the UK, using comparative framing across nations.
Comparative
0.80
LeeFall
Jan 27, 2026
All of my Indian neighbors came through Canada. All of the Afghani neighbors came through England.
All of my Indian neighbors came through Canada. All of the Afghani neighbors came through England.
Observational comment comparing immigration routes of different ethnic groups to Canada versus other countries.
juscallmeric
Jan 27, 2026
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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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