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
And if you go to Vancouver the airport is full of Chinese, all signs are in Chinese and all workers are Chinese. First time I flew in I honestly thought we took the wrong flight.
And if you go to Vancouver the airport is full of Chinese, all signs are in Chinese and all workers are Chinese. First time I flew in I honestly thought we took the wrong flight.
Compares Canadian city demographics to perceived foreign dominance, expressing surprise at ethnic composition while implying loss of national character.
slushy1522
Jan 27, 2026
The US of A put a malignant narcissist, racist rapist, convicted felon, gameshow host back into the White House. I mean, what could go wrong?
The US of A put a malignant narcissist, racist rapist, convicted felon, gameshow host back into the White House. I mean, what could go wrong?
Compares US leadership negatively through character attacks and expresses concern about consequences of Trump's presidency.
@timo.6634
Mar 4, 2025
Where can the US get onevof him ???? We need a leader
Where can the US get onevof him ???? We need a leader
Expresses desire for US to adopt Canadian-style leadership, implicitly comparing the two nations' political systems.
@debzazulia4441
Mar 4, 2025
What grotesque statues!… The opposite of the beautiful Statue of Liberty! 🇺🇸
What grotesque statues!… The opposite of the beautiful Statue of Liberty! 🇺🇸
Compares Canadian statues unfavorably to the Statue of Liberty, ranking nations/symbols in terms of aesthetic/symbolic value.
aheat3036
Sep 18, 2025
if that American is lazy and will make a circus out of these taxes, sooner or later he will need Canada and the EU, ooo and then see how tough it will be. As an …
if that American is lazy and will make a circus out of these taxes, sooner or later he will need Canada and the EU, ooo and then see how tough it will be. As an european i m not idiot, americans will need to drive BMW or whatever
Compares American economic vulnerability to European strength, positioning Europe as superior and predicting US dependence on other nations due to policy failures.
@andrei76749
Mar 4, 2025
No one educated would think America is the greatest country in the world. but great video eh! welcome to candahar.
No one educated would think America is the greatest country in the world. but great video eh! welcome to candahar.
Compares America unfavorably to Canada while using sarcasm and a pun ('candahar').
jaydubz5348
Jan 28, 2026
From Australia well done mate I hope that we join you in this war inflicted by the dictator in the US Donald Trump may he rot in hell.
From Australia well done mate I hope that we join you in this war inflicted by the dictator in the US Donald Trump may he rot in hell.
Australian commenter expressing solidarity with Canada while comparing national positions and making moral judgments about Trump.
@dave-hp3rf
Mar 4, 2025
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for …
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for us to rule your countries in peace way 🤣
Compares historical colonialism to current immigration patterns, framing it as role reversal between continents and civilizations.
Jezzjezz14
Feb 12, 2026
I want diversity... so where are the ukrainians, filipinos, tunisians, belgiums, kiwis, etc.
I want diversity... so where are the ukrainians, filipinos, tunisians, belgiums, kiwis, etc.
Questions the diversity narrative by comparing representation of different ethnic groups, implying selective immigration patterns.
TookAHikeNowWhat
Feb 11, 2026
Tesla hires from India. America's dichotomy.
Tesla hires from India. America's dichotomy.
Compares hiring practices between countries (India to America) and references a contradiction in American policy regarding immigration.
jimbobbyrnes
Jan 29, 2026
Ngl let me be born Indian im running to America or Uk too
Ngl let me be born Indian im running to America or Uk too
Compares Canada unfavorably to the US and UK as immigration destinations, implying Canada is less desirable.
yochief-wy6tk
Jan 27, 2026
Didn't you morons come HERE in search of India? Well, now got it!!!
Didn't you morons come HERE in search of India? Well, now got it!!!
Uses historical comparison (colonialism) with sarcasm to frame current Indian immigration as ironic reversal of colonial search.
zte-ij6bb
Jan 29, 2026
Im from northeast india...in this region we have the system call inner line permit where it restricts others indian from immigrating to this region within india itself...so just get your act together canadians...we had to …
Im from northeast india...in this region we have the system call inner line permit where it restricts others indian from immigrating to this region within india itself...so just get your act together canadians...we had to bear the brunt of communal attacks,and so many violent death against punjabis and bengalis
Compares Canada's immigration approach to India's regional permit system and appeals to fairness based on personal experience with communal violence.
user-fx7pj3sk1r
Oct 2, 2025
"Reciprocity!" my fellow Canadians, the Yanks bit the hand of kindness and friendship time to let them have a taste. Having travelled a lot in the big wide world I can honestly say "Transit Visa's" …
"Reciprocity!" my fellow Canadians, the Yanks bit the hand of kindness and friendship time to let them have a taste. Having travelled a lot in the big wide world I can honestly say "Transit Visa's" for Yanks wanting to go to Alaska, Point Roberts and the North West Angle should focus the "murican mindset wonderfully" Far too long have we give them a break.
Compares Canada-US relations and advocates for reciprocal visa restrictions, drawing on international travel experience.
BobbinsB
Dec 8, 2025
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che …
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che non ho nulla contro di loro!
Compares Indian immigration patterns to UK and England, framing migration as strategically planned across decades.
PatrizioGuarino-v8l
Feb 25, 2026
If they didn’t want Indians to be in their country, then probably the British, French and Portuguese shouldn’t have forced their way into India. Especially Britain, stealing around £38 Trillion from India. Actions have reactions.😂😂😂😂 …
If they didn’t want Indians to be in their country, then probably the British, French and Portuguese shouldn’t have forced their way into India. Especially Britain, stealing around £38 Trillion from India. Actions have reactions.😂😂😂😂
And if people want to UNDERSTAND why people from mostly Punjab move to Canada, they need to learn history. The short version is - Sikh Regiment, business in the 19th and 20th century. For a longer version why the migration exploded in the late 20th and 21st century, the seeds were sown back in the early 20th century - Brits favouring a handful of Khalistanis to weaken Indian National movement before Indian Independence (read Sanjiv Sanyal’s book - “Revolutionaries”) and keep the Jewel (India) in the crown.
Post the assassination of Indian PM Indira Gandhi by the Khalistani Terrorists (concentrated in Punjab) in 1984 and the Indian government crackdown on them - many found refuge in Canada aided by Pakistan’s Intelligence Service Agency and off course the USA and Canada 🫡🫡🫡 Indian government repeatedly pleaded the West to hand over the terrorists but surprise surprise, the West wants to use these elements to keep India in check and support its ally Pakistan.
Fast forward, Khalistani sympathisers (Khalistan was a violent separatist movement in Punjab)find their refuge in Canada. Their relatives move in shortly and encourage others from Punjab to do so. Why ?? To build the base for Khalistan movement in Canada against India (all this being supported by the West while India cries its lungs out) 😢😢😢. Canada becomes a mini Punjab for the Khalistani terrorists/sympathisers. The Punjabi culture takes root courtesy of the Khalistanis - brings in more migration. Fast forward to today, the movement is now a tsunami with people from Punjab moving in large numbers. Why ? Because of the Khalistan movement, Punjab got destroyed economically (it was the richest state in India) as a result people are forced to move out. And the best place is their second Punjabi 🫣🫣 ie. Khalistani homeland Canada.
Provides historical context comparing colonial actions to modern immigration, with some claims (like £38 trillion figure) that are disputed or exaggerated, and conspiracy-adjacent framing about geopolitical manipulation.
kickassguy704
Feb 11, 2026
Sooooo, we in America are not the only ones feeling the BS
Sooooo, we in America are not the only ones feeling the BS
Compares Canada's immigration situation to America's, suggesting shared frustration across countries.
626STAH
Aug 25, 2025
As if bashing Russia gonna make deals go thru. Trump like Clinton choose not that route. And Putin respect and didn’t break agreements. But he broke on bush Obama and Biden . So it’s proven …
As if bashing Russia gonna make deals go thru. Trump like Clinton choose not that route. And Putin respect and didn’t break agreements. But he broke on bush Obama and Biden . So it’s proven their ways not work. So why not try something different with the approach.
Compares Trump's approach to past presidents and Putin's behavior, arguing for a different diplomatic strategy based on international comparisons.
@tabbynarcz
Mar 4, 2025
It's sad when we're no longer the grownups in the room?
It's sad when we're no longer the grownups in the room?
Compares Canada's international standing to the US, implying Canada has lost its position as the 'grownup' nation.
@seanmcdonough1212
Mar 4, 2025
Check out Surrey British Columbia bro they got alot of Indians
Check out Surrey British Columbia bro they got alot of Indians
References specific Canadian location and compares demographic composition to other regions.
Comparative
0.78
V12Whipper89
Jan 28, 2026
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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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