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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Fear / Threat
3,873 comments
If the white folks just have sex for fun no babies. If they sell there houses and move out once they get an Indian neighbour .. whose fault is it.. breed breed have lots of …
If the white folks just have sex for fun no babies. If they sell there houses and move out once they get an Indian neighbour .. whose fault is it.. breed breed have lots of white babies.. or you'll keep getting envious angry and die miserable.
Expresses demographic anxiety about white population decline and property value loss due to Indian neighbors, with racial undertones.
Mrahamedmalik
Oct 15, 2025
We will conquer your country 😂😂
We will conquer your country 😂😂
Uses invasion/conquest framing with demographic anxiety, though the emojis suggest satirical intent.
CarrotX23
Jan 28, 2026
FUCKING DISGUSTING!!!!!!
FUCKING DISGUSTING!!!!!!
Expresses strong emotional rejection and alarm without substantive argument or context.
Fear / Threat
0.75
HIMSELF4653
Jan 28, 2026
Kapan aja Kanada jadi dravida nise dan orang eropa tidak jadi penghuni di Kanada bayangkan dravida penduduk nya 1,4-1,5 miliar... India lagi gencar-gencarnya memindahkan penduduk nya setelah itu membikin negara
Kapan aja Kanada jadi dravida nise dan orang eropa tidak jadi penghuni di Kanada bayangkan dravida penduduk nya 1,4-1,5 miliar... India lagi gencar-gencarnya memindahkan penduduk nya setelah itu membikin negara
Expresses demographic anxiety about Indian population growth and alleged government relocation plans, framed as an existential threat.
XuiranliHermanxuiranliXuiranli
Oct 11, 2025
If you get offended easily don’t scroll You will get offended Don’t even get me started with Tim’s bro every one is jammed packed with them I tried to get me a job and they …
If you get offended easily don’t scroll
You will get offended
Don’t even get me started with Tim’s bro every one is jammed packed with them I tried to get me a job and they said that it was Indian only but I know for a fact that it is not
Combines a warning about offensive content with an anecdotal claim of employment discrimination, expressing anxiety about Indian workplace dominance.
McmMck
Jan 27, 2026
The only problem I see is there are so many Indians.Over 1 billion and as is their right they are creating better opportunities for themselves just like many other nationality.Indians are by and large hardworking …
The only problem I see is there are so many Indians.Over 1 billion and as is their right they are creating better opportunities for themselves just like many other nationality.Indians are by and large hardworking good humans.Its not just Canada but all over Europe are receiving thousands.Ireland for example is tiny with a population of 7 million overall and its seeing a big influx of Indians .Irelands indigenous population will be a minority in 30/40 years I’m not just saying its Indians in Ireland but they are a a growing population in many countries
Expresses demographic anxiety about Indian immigration causing indigenous populations to become minorities, framed as a threat despite acknowledging immigrants' positive qualities.
wolfstaley4092
Oct 22, 2025
Canada's gonna mess around and own some of the US if Donald doesn't truly look out for all americans!
Canada's gonna mess around and own some of the US if Donald doesn't truly look out for all americans!
Expresses concern about potential military/territorial conflict between nations, framed as a warning about consequences of poor leadership.
@michaelericross4502
Mar 4, 2025
Any new immigrant or legal should be deported if they do anything using a beach for a washroom as soon as I wipe their ass make them clean it up and get him the hell …
Any new immigrant or legal should be deported if they do anything using a beach for a washroom as soon as I wipe their ass make them clean it up and get him the hell out of the country the fish poaching killing wild animals for food cuz they can't afford to eat it buy it we don't need people in this country that are of no use and can't even speak the language that should be the first thing
Expresses concerns about immigrant behavior (sanitation, poaching, language) and calls for deportation, framing immigrants as threats to social order and resource management.
EricjSchuh
Feb 17, 2026
I think the most scary part about it is that they are populating a part of Canada that has the most seats so now it will probably accelerate a lot. all these people seemed really …
I think the most scary part about it is that they are populating a part of Canada that has the most seats so now it will probably accelerate a lot. all these people seemed really friendly though and being friendly is a hallmark of being Canadian. Maybe slow it down slightly though we need to build housing and infrastructure to support the growing population and if we grow to fast we are gonna end up in shit.
Expresses demographic anxiety and infrastructure concerns while acknowledging immigrants' positive qualities; fear of rapid population growth dominates.
H0usemusic4lyfe
Oct 27, 2025
We are watching Canada turn into a cow-shit factory
We are watching Canada turn into a cow-shit factory
Uses crude metaphorical language to express alarm about Canada's transformation due to immigration, with a sarcastic tone.
Anonymos-3
Feb 6, 2026
Boy I wonder how STEELE ave is doing...Brampton...And 61,Mary Street..😒😒😪😪😪🙏🏼
Boy I wonder how STEELE ave is doing...Brampton...And 61,Mary Street..😒😒😪😪😪🙏🏼
References specific locations with distressed emojis, implying concern about neighborhood deterioration linked to immigration.
krugmeister7301
Jan 27, 2026
There's a new drive of Americanisation happening in other countries in terms of political beliefs and that is very dangerous and sad to see. Ignorance and narrow mindedness will not bring prosperity to your lands.
There's a new drive of Americanisation happening in other countries in terms of political beliefs and that is very dangerous and sad to see. Ignorance and narrow mindedness will not bring prosperity to your lands.
Expresses concern about American cultural/political influence spreading to other countries, framing it as dangerous and ignorant.
souryabanik0907
Nov 21, 2025
What the hell are you talking about, half the students can't even speak English.
What the hell are you talking about, half the students can't even speak English.
Expresses concern about immigrant language proficiency with inflammatory language, suggesting cultural/integration anxiety.
jcrules2413
Jan 19, 2026
Well past the breaking point.
Well past the breaking point.
Expresses alarm about immigration reaching an unsustainable crisis point without elaboration.
Fear / Threat
0.75
richardthompson6366
Jan 19, 2026
How much longer will the US put up with this insane rampage by President Trump, who is alienating reliable partners and making common cause with enemies. America needs to wake up and realize that this …
How much longer will the US put up with this insane rampage by President Trump, who is alienating reliable partners and making common cause with enemies. America needs to wake up and realize that this will only have dire consequences for the nation.
Expresses alarm about Trump's foreign policy alienating allies and creating dire national consequences, emphasizing danger and threat.
@philippedubois7716
Mar 4, 2025
Trumps own supporters will be chasing him out of the White House once they all lose their fucking jobs?
Trumps own supporters will be chasing him out of the White House once they all lose their fucking jobs?
Predicts negative economic consequences (job loss) for Trump supporters with sarcastic tone about political backlash.
@futureshock7425
Mar 4, 2025
Good bye Canada, Alberta is leaving!
Good bye Canada, Alberta is leaving!
Expresses despair about Canada's future due to immigration, with implicit call for provincial separation as a response.
acealgotrader
Jan 27, 2026
Parents and Grandparents? This is the reason our medical system is failing.
Parents and Grandparents? This is the reason our medical system is failing.
Links family reunification policies to healthcare system failure, expressing concern about resource strain.
martinthemillwright
Jan 19, 2026
The country is disgusting
The country is disgusting
Brief negative statement expressing disgust about the country, likely referring to immigration-related concerns given context.
Fear / Threat
0.75
resortcondorentals4659
Feb 5, 2026
Scary stuff? So sorry to see this World crumbling because of one dictators twisted agenda..
Scary stuff? So sorry to see this World crumbling because of one dictators twisted agenda..
Expresses alarm about global collapse caused by a 'dictator's twisted agenda,' framing the situation as dangerous and alarming.
@GodlingsIncorporated
Mar 4, 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)