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
2:04 oser dire ça chez moi en France c'est a coup sûr être classé comme raciste.
2:04 oser dire ça chez moi en France c'est a coup sûr être classé comme raciste.
Compares Canada's approach to France, noting that similar statements would be classified as racist in France.
Comparative
0.80
Christou5849
Mar 2, 2026
do aussss has the same problem
do aussss has the same problem
Compares Canada's immigration situation to Australia's, seeking information about whether other countries face similar challenges.
LC30onswitch
Feb 25, 2026
Indian in"vasion ? Well it's evident from frustrated Europe"an migrants into Canada. They earn nearly half of what a well skilled Indian do.
Indian in"vasion ?
Well it's evident from frustrated Europe"an migrants into Canada.
They earn nearly half of what a well skilled Indian do.
Compares wage levels and skill qualifications between Indian and European migrants to Canada, using economic data to counter 'invasion' framing.
Indianoamericanorussiano
Mar 1, 2026
Canada should impose education for emigrants of Canadian culture. Be like Japan- you come here, you practise what we practise, you follow Japanese rules, if you can’t- then leave!
Canada should impose education for emigrants of Canadian culture. Be like Japan- you come here, you practise what we practise, you follow Japanese rules, if you can’t- then leave!
Compares Canada to Japan, advocating for cultural assimilation policies and framing immigration through national identity requirements.
BubsyMupsy
Feb 24, 2026
Still better than bringing in the Chinese.
Still better than bringing in the Chinese.
The comment compares Indian immigration unfavorably to Chinese immigration, using comparative framing to express preference.
dimelo3027
Mar 1, 2026
We should have had camers and phones in the 1800 and 1900. Could have filmed this exact thing for britishers in india how they invaded and killed us .
We should have had camers and phones in the 1800 and 1900. Could have filmed this exact thing for britishers in india how they invaded and killed us .
Commenter draws a historical parallel between current immigration documentation and colonial-era British actions in India, framing it as a moral comparison.
adikaherman2633
Feb 28, 2026
In Charlotte NC Indians here are not as much over there but there is a good amount of Indians in Charlotte, Charlotte is very nice to live in
In Charlotte NC Indians here are not as much over there but there is a good amount of Indians in Charlotte, Charlotte is very nice to live in
The commenter shares a personal observation comparing Indian populations in Charlotte, NC to another location, using comparative framing.
Samueluxe
Feb 28, 2026
Why don't they want to live in India? Maybe they should try making India great for once.
Why don't they want to live in India? Maybe they should try making India great for once.
The comment compares Canada to India, questioning why immigrants leave their home country and suggesting they should improve it instead.
danm1640
Feb 7, 2026
At least Indians don't Jihad, they contribute.......
At least Indians don't Jihad, they contribute.......
Compares Indian immigrants favorably to another group (Muslims) using comparative framing with implicit identity distinctions.
dwarjri1075
Jan 27, 2026
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Compares Canada to UK, France, and Germany while expressing concern about electoral consequences and political accountability.
LovesBBQ
Feb 27, 2026
Friendlier people than your last video in a New York town
Friendlier people than your last video in a New York town
Compares the friendliness of people in the current location to a previous video location (New York town).
Comparative
0.80
leela5665
Jan 27, 2026
Births to immigrant mothers in the US: 24.0% Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada) America actually has one of the lowest rates of immigration since the financial crisis of …
Births to immigrant mothers in the US: 24.0%
Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada)
America actually has one of the lowest rates of immigration since the financial crisis of all western countries (and fastest growing economy, go figure) and yet is the most pissed off about high immigration levels haha.
Compares immigration rates and economic outcomes between US and Canada, using data to challenge assumptions about immigration's relationship to economic performance.
nick-r8q7y
Feb 24, 2026
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived …
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived do you call that invasion. Racist piece of 💩 Tyler 😂😂
Compares historical European settlement to current immigration, arguing current criticism is hypocritical and racist.
sagartomar3461
Feb 27, 2026
Why not visit a town/village in South Africa invaded by whites?
Why not visit a town/village in South Africa invaded by whites?
Suggests comparing Canada to South Africa using charged language about racial demographics and invasion, implying comparative critique.
ous9296
Jan 27, 2026
Seems like this town was a hell of a lot easier to ask questions and get answers then the Jewish town video.
Seems like this town was a hell of a lot easier to ask questions and get answers then the Jewish town video.
Compares the current video's reception/accessibility to another video about a Jewish community, using comparative framing to make an implicit point.
Comparative
0.80
gharbii
Feb 24, 2026
I bet you wouldn't go to the rural South where poor white Americans rely on food stamps and government subsides to keep their shithole towns afloat.
I bet you wouldn't go to the rural South where poor white Americans rely on food stamps and government subsides to keep their shithole towns afloat.
Compares treatment of immigrants to poor Americans in rural areas, using comparative framing to challenge selective criticism.
neoncosmic
Feb 26, 2026
At least the punjabis have Canadian flags hanging… unlike the immigrants to the US.
At least the punjabis have Canadian flags hanging… unlike the immigrants to the US.
Compares Canadian immigrants (Punjabis) favorably to US immigrants based on patriotic display, using comparative national framing.
BerryKind
Feb 26, 2026
Good thing canada sucks and america is better
Good thing canada sucks and america is better
Comparative statement ranking Canada negatively against America, using sarcasm or genuine preference assertion.
your_omen
Jan 27, 2026
Indians are going to Canada and Canadians are going to USA 😅
Indians are going to Canada and Canadians are going to USA 😅
Compares migration patterns between Indians/Canadians and Canada/USA with a humorous tone.
NalediMkhize-r1g
Feb 26, 2026
This utuber left no stone unturned to say india as a shit nation And left no feet unlicked to say usa the greatest country on earth
This utuber left no stone unturned to say india as a shit nation
And left no feet unlicked to say usa the greatest country on earth
Criticizes the video creator for biased comparative framing, claiming unfair treatment of India versus the USA.
traderpa6290
Feb 26, 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)