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
We got a whole Indian side in Houston Texas they just tryna get away from India 🤣
We got a whole Indian side in Houston Texas they just tryna get away from India 🤣
Comparative observation about Indian diaspora in Texas versus Canada, delivered with humorous tone.
OGbornsinnerz
Jan 27, 2026
They’ve been flowing into CA for years. Last time I went to Canada was before Covid and there were a lot then,and in not major cities like you’d think 😭
They’ve been flowing into CA for years. Last time I went to Canada was before Covid and there were a lot then,and in not major cities like you’d think 😭
Compares immigration patterns across Canadian regions and time periods, with undertones of demographic concern.
Thepastarunnaa
Jan 27, 2026
Mexicans being in the U.S. makes sense historically. A lot of the Southwest used to be part of Spain and Mexico, so Spanish city names, streets, food, and culture were already here before the borders …
Mexicans being in the U.S. makes sense historically. A lot of the Southwest used to be part of Spain and Mexico, so Spanish city names, streets, food, and culture were already here before the borders changed. That's why Mexican culture blends into the U.S. more naturally - same Western roots, similar religion, long shared history.
With India and Canada, it's different. There's no shared history or cultural foundation there, so when large numbers move in, they bring an entirely separate culture instead of blending into what already exists. That's why it feels more noticeable and disconnected.
The comment compares Mexican immigration to the U.S. with Indian immigration to Canada, arguing cultural integration differs based on historical and cultural foundations.
rrivera497
Jan 27, 2026
Its getting like this in Australia as well !!!
Its getting like this in Australia as well !!!
Compares Canada's immigration situation to Australia, suggesting a broader pattern of concern across countries.
Noddy2750
Jan 27, 2026
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is …
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is allowing families to leave their country and immigrant around the world just like they should. Localization is only prompted by friendly circumstances. It is seen everywhere with cultural neighborhoods
Analyzes immigration patterns by comparing Canada's population to India's, contextualizing migration as natural demographic flow and cultural localization.
lukasParo
Jan 27, 2026
The British colonial enterprise of Canada and India has simply merged
The British colonial enterprise of Canada and India has simply merged
Compares Canada-India colonial histories to frame current immigration as a continuation of historical power dynamics.
dudebud8618
Jan 27, 2026
@5:37 Tell that to Minnesota
@5:37 Tell that to Minnesota
References Minnesota as a comparison point, implying a contrast with the video's subject matter.
Comparative
0.80
jspencer89yt
Jan 27, 2026
Strange. It’s almost like having illegal’s in your country is bad. Hey, Canada.. “Hypocritical” much.. You hate Trump. You call America the evil country. Yet, you do the exact same thing.
Strange. It’s almost like having illegal’s in your country is bad. Hey, Canada.. “Hypocritical” much.. You hate Trump. You call America the evil country. Yet, you do the exact same thing.
Compares Canada's immigration enforcement to the US, highlighting perceived hypocrisy between nations.
towingtowing
Dec 26, 2025
Why do you still think America is the greatest country on earth? All the peace and free healthcare? Daily school shootings. Americans are so ignorant
Why do you still think America is the greatest country on earth?
All the peace and free healthcare? Daily school shootings.
Americans are so ignorant
Compares America unfavorably to other countries on healthcare and safety, using comparative ranking to critique American exceptionalism.
lukeveinot4914
Jan 27, 2026
Europe will need 265 Millions new immigrants
Europe will need 265 Millions new immigrants
Compares Canada's immigration situation to Europe's demographic projections.
Comparative
0.80
OD22A
Dec 25, 2025
Why bother for a simple visit..there are a lot more welcoming places
Why bother for a simple visit..there are a lot more welcoming places
Compares Canada unfavorably to other countries by suggesting alternative destinations are more welcoming for visitors.
Comparative
0.80
Lfs_nfs
Dec 15, 2025
Dont care never going again.
Dont care never going again.
Expresses refusal to return to the USA, positioning Canada as the preferred alternative.
Comparative
0.80
Mckessaking
Dec 9, 2025
And we don't treat them like the U.S. does (ice) Merry Christmas Canada 🎄🙏❤️
And we don't treat them like the U.S. does (ice) Merry Christmas Canada 🎄🙏❤️
Compares Canada's immigration treatment favorably to U.S. ICE practices, expressing approval of Canadian approach.
Cindy-m4r
Dec 24, 2025
There are lots of other country’s who love Canadians to visit? Stay away from unfriendly places.
There are lots of other country’s who love Canadians to visit? Stay away from unfriendly places.
Suggests Canadians visit other countries instead, implicitly ranking nations by friendliness.
Comparative
0.80
lindasimpson6768
Dec 9, 2025
Canada hates America. Now America is starting to implement laws that reflect that, so what’s the problem🤨?
Canada hates America. Now America is starting to implement laws that reflect that, so what’s the problem🤨?
Compares Canada and America, asserting Canada's hostility toward the US and questioning the fairness of American policy responses.
mannyfesto9839
Dec 7, 2025
The problem is this is not reciprocated in India, where the mindset remains myopic, castist ,regionalist, nationalistic & xenophobic. The sweet egalitarianism idealisms that we spew abroad we very consciously reject back in India.
The problem is this is not reciprocated in India, where the mindset remains myopic, castist ,regionalist, nationalistic & xenophobic. The sweet egalitarianism idealisms that we spew abroad we very consciously reject back in India.
Compares Canada's inclusive values favorably to India's exclusionary practices, highlighting international contrasts.
popinjay3000
Dec 18, 2025
Hmmm, turns out in India, 100s of thousands of Churches are not a problem, but a single temple could be a issue in western world. Hyporcisy at it's peak, learn some secularism pals
Hmmm, turns out in India, 100s of thousands of Churches are not a problem, but a single temple could be a issue in western world. Hyporcisy at it's peak, learn some secularism pals
Compares religious tolerance in India versus Western countries, accusing the West of hypocrisy and calling for greater secularism.
UtkarshOjha-e4v
Dec 17, 2025
Another reason to stay out of Magastan. F the USA and F Trump.
Another reason to stay out of Magastan. F the USA and F Trump.
Compares Canada favorably to the USA ('Magastan') while expressing political criticism of the US.
JohnDeereR-zw3wj
Dec 10, 2025
lol as in every country!
lol as in every country!
Compares Canada's situation to other countries, suggesting similar conditions exist everywhere.
Comparative
0.80
imagemaker6593
Dec 10, 2025
I have the answer - I am never going to the States again and I find this decision very easy to take as Canada is far nicer and is a free country - remember what …
I have the answer - I am never going to the States again and I find this decision very easy to take as Canada is far nicer and is a free country - remember what free looked like.
Directly compares Canada favorably to the US, positioning Canada as superior in freedom and quality of life.
roy4247
Dec 10, 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
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89
Solidarity
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Tyler Oliveira
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JamCan
36
CTV Your Morning
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2,078
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89
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Fear / Threat
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CNN
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JamCan
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Toronto Sun
118
Meta-Commentary
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CTV News
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JamCan
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Unverified Claim
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RocaNews
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Yoke Immigration Canada
203
JamCan
152
Moral Argument
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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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