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
Regarding 🍇 with Africans, don't India also have a 🍇 capital?
Regarding 🍇 with Africans, don't India also have a 🍇 capital?
Compares India and Africa on an unspecified metric (emoji obscured), seeking comparative context about immigration sources.
thetimeisnow2827
Jan 27, 2026
Sounds like Kamala
Sounds like Kamala
The comment makes a brief comparative reference to Kamala Harris, likely sarcastically comparing the immigration minister to another political figure.
charlesrogers8420
Feb 28, 2026
No it isnt like home.
No it isnt like home.
Brief comparative statement suggesting Canada differs from the commenter's home country, implying dissatisfaction.
laughitsfunny420
Mar 1, 2026
lol Canada is so behind
lol Canada is so behind
Ranks Canada negatively compared to other nations, with a dismissive tone suggesting sarcasm or casual criticism.
brendonirwin3644
Mar 9, 2026
3:50 !!!! 😮😱😱 Même chose avec le Dollarama ICI au Québec !! Sauf que ce je sont pas des Indien !! Mais des RATP (Religion dAmour eT de Paix)
3:50 !!!! 😮😱😱 Même chose avec le Dollarama ICI au Québec !! Sauf que ce je sont pas des Indien !! Mais des RATP (Religion dAmour eT de Paix)
Compares similar demographic patterns in Quebec to those shown in video, with identity-based categorization of groups.
Jogapoly
Jan 27, 2026
lol Canadians are more racie than even Americans🙂
lol Canadians are more racie than even Americans🙂
Compares Canadian racism levels to American racism, using comparative framing with a dismissive tone.
CONTENT_FERTILIZER
Jan 27, 2026
Canada for EU ❤
Canada for EU ❤
Brief statement positioning Canada in relation to the EU, suggesting preference for European alignment.
Comparative
0.70
@NilsGier
Mar 4, 2025
Criminal activity has been going on for many many years ..
Criminal activity has been going on for many many years ..
Contextualizes criminal activity as a longstanding historical pattern across countries, normalizing the issue.
Comparative
0.70
TalkTalk44
Feb 18, 2026
Seems more like Russia’s reasonable and you are not
Seems more like Russia’s reasonable and you are not
Compares Canada's position favorably to Russia's, ranking nations on reasonableness.
Comparative
0.70
@georgemuller6870
Mar 4, 2025
I hate this. We could have had Kamala.
I hate this. We could have had Kamala.
Compares Canada unfavorably to the United States by expressing preference for an American political alternative.
Comparative
0.70
@PointeStarr
Mar 4, 2025
Come to Australia next it’s worse here
Come to Australia next it’s worse here
Compares Canada's immigration situation to Australia, suggesting Australia has worse problems.
SteakloverSteaklover
Feb 23, 2026
BC is way worse
BC is way worse
Compares Canadian provinces, suggesting one region is worse than another in context of immigration discussion.
Comparative
0.70
imnotsure8250
Jan 29, 2026
Para Trump lo amigos son su enemigo y su .enemigo son ahora su amigos ??.
Para Trump lo amigos son su enemigo y su .enemigo son ahora su amigos ??.
In Spanish, observes Trump's shifting relationships with allies and enemies, making a comparative political observation.
Comparative
0.70
@juancaraballo2612
Mar 4, 2025
We voted for Trump because those countries have been taking advantage of America ??. CNN is talking about Poutine. Russia gates again.
We voted for Trump because those countries have been taking advantage of America ??. CNN is talking about Poutine. Russia gates again.
References voting decisions based on comparative advantage/disadvantage between countries, though somewhat off-topic to Canadian immigration.
@bienvenundjoumatchie7405
Mar 4, 2025
Winnipeg is the same shit
Winnipeg is the same shit
Compares Winnipeg to the city discussed in the video, suggesting similar immigration-related problems across Canadian cities.
Comparative
0.70
Teachyouchannel
Jan 27, 2026
America is not the greatest country
America is not the greatest country
Makes a comparative ranking statement about America relative to other nations, though context is unclear.
Comparative
0.70
kieranpog7693
Jan 29, 2026
The difference between Indians in Canada and Africans in Paris is obvious. Homeless dude on the bike needs a givesendgo.
The difference between Indians in Canada and Africans in Paris is obvious. Homeless dude on the bike needs a givesendgo.
Compares Indian immigrants in Canada to Africans in Paris, drawing implicit contrasts between immigrant groups.
chrism9976
Jan 27, 2026
Can America just be part of Canada instead of what we have. Please dont stop us from coming for ayslum
Can America just be part of Canada instead of what we have. Please dont stop us from coming for ayslum
Compares US and Canada while expressing desire to immigrate to Canada and seeking asylum.
@tddnenc
Mar 4, 2025
Trump is an idiot. How can Americans elect again such an idiot will be a history lesson.
Trump is an idiot. How can Americans elect again such an idiot will be a history lesson.
Compares American and implied Canadian leadership, critiquing U.S. electoral choices through comparative judgment.
Comparative
0.70
@goforsteve3042
Mar 4, 2025
You guys captured the 2nd biggest land of earth but you guys are simply focused on Brampton.
You guys captured the 2nd biggest land of earth but you guys are simply focused on Brampton.
Compares Canada's geographic size to the focus on one city, using comparative framing to critique immigration concentration.
Comparative
0.70
HARSH19850
Sep 19, 2025
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)