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
It is true. When you walk into a store. They dont treat you like US Canadians do. Some of them do. But shit will change very soon if the Canadian government dont do something
It is true. When you walk into a store. They dont treat you like US Canadians do. Some of them do. But shit will change very soon if the Canadian government dont do something
Expresses concern about differential treatment by immigrants and warns of imminent social change if government doesn't intervene.
Newfoundmindset2.0
Jan 27, 2026
Trump sees this and Canada is more cooked than we already are.
Trump sees this and Canada is more cooked than we already are.
Expresses anxiety about external political influence worsening Canada's situation, framing it as a threat scenario.
brentchislett7865
Jan 27, 2026
It’s not just Brampton. All the surrounding cities also. You can’t find anyone other than indias at all fast food , retail, gas stations etc. take a look at the Pearson Airport. Looks like you …
It’s not just Brampton. All the surrounding cities also. You can’t find anyone other than indias at all fast food , retail, gas stations etc. take a look at the Pearson Airport. Looks like you have arrived in India. I got rear ended by a drunk Indian driver last November , he tried to drive away. Got caught and arrested. This was at 7:00 pm on a Wednesday.
Combines demographic anxiety with anecdotal negative incident, framing immigration as a safety and cultural threat.
baddbbug
Jan 27, 2026
3rd World Countrys invading other Countrys is a true Threat just visit Germanys none Capitals its sickening that you cant even walk the Streets without being forced to interact wihtem
3rd World Countrys invading other Countrys is a true Threat just visit Germanys none Capitals its sickening that you cant even walk the Streets without being forced to interact wihtem
Expresses demographic anxiety and security concerns using Germany as a cautionary comparative example.
Cyb3rFr3ak914
Jan 27, 2026
Tent ⛺️ cities are booming 💥 tho
Tent ⛺️ cities are booming 💥 tho
References homelessness ('tent cities') with emoji, expressing concern about social crisis while using ironic tone ('booming').
voytech3892
Jan 20, 2026
Lived in Brampton 20 years ago and was bad then…can’t even imagine what it is like now…Canada is finished…and it’s by design…Liberals want to be in power forever
Lived in Brampton 20 years ago and was bad then…can’t even imagine what it is like now…Canada is finished…and it’s by design…Liberals want to be in power forever
Combines lived experience with alarmist language ('Canada is finished') and blames government policy for demographic change.
Jay-nq2jl
Jan 27, 2026
Bro.. go check out Niagara Falls. Over run!
Bro.. go check out Niagara Falls. Over run!
Uses 'overrun' to express demographic anxiety about a specific location based on personal observation.
handofthegoggs2762
Jan 27, 2026
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Combines job market concerns with demographic anxiety and criticism of government immigration policy, framing immigrants as a threat to Canadian youth employment.
PCboyAdvanced
Jan 27, 2026
You should go to brooks Alberta dude the meat packing plant brought that place down now it's the city of 100 languages when the town can't even sustain itself
You should go to brooks Alberta dude the meat packing plant brought that place down now it's the city of 100 languages when the town can't even sustain itself
Expresses demographic anxiety and economic decline linked to immigration, framing it as a threat to community sustainability.
michaeladams906
Jan 27, 2026
Good for Canada, rash driving, no respecting Canada and its citizens.
Good for Canada, rash driving, no respecting Canada and its citizens.
Expresses concern about immigrant behavior (rash driving, disrespect) as a threat to Canadian society and values.
madhupachimala2379
Jan 17, 2026
I grew up in Brampton and we left in 2009. Canada is and has been cooked for years. We need saving desperately. A country of 30 million cannot sustain an influx from a country with …
I grew up in Brampton and we left in 2009. Canada is and has been cooked for years. We need saving desperately. A country of 30 million cannot sustain an influx from a country with a billion people.
Combines personal experience of leaving Canada with demographic anxiety about population capacity and sustainability concerns.
Nels0983
Jan 27, 2026
They remove a piece of the pie for Canadians. So take whatever you can from them.
They remove a piece of the pie for Canadians.
So take whatever you can from them.
Frames immigration as a zero-sum threat to Canadian resources and advocates retaliatory action against immigrants.
guineapigzed
Jan 5, 2026
No replacement at all, next...
No replacement at all, next...
Expresses demographic anxiety about replacement, a common fear-based framing about immigration.
AB-fo3hj
Jan 29, 2026
sad what this country has become
sad what this country has become
Expresses concern about national decline and cultural change, framing immigration as negative transformation.
matthewmedeiros3532
Jan 28, 2026
I lived near the border of Brampton. Their behavior and demographics have spread into the neighboring cities, going as far as Milton.
I lived near the border of Brampton. Their behavior and demographics have spread into the neighboring cities, going as far as Milton.
Expresses concern about demographic and behavioral spread of Indian immigrants into neighboring areas, framing it as an encroachment threat.
Lordboring1478
Jan 29, 2026
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing …
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing it are the Albino Smurfs, "the champions of the oppressed." This situation is apparently happening all over the West.
Expresses concern that immigration dissolves parent culture and frames Western nations as under threat from demographic change.
DanielBMaximoff
Jan 28, 2026
They're taking over Canada like crazy, can't even view niagara falls without a sardar and his family of 15 hogging the viewpoints and they are also quite dirty but not as dirty as those in …
They're taking over Canada like crazy, can't even view niagara falls without a sardar and his family of 15 hogging the viewpoints and they are also quite dirty but not as dirty as those in australia or india themselves, some are nice to be fair, like my familys personal driver is actually very kind and nice but then you have like 100s of illegals especially some of them running scams
Expresses demographic anxiety about immigrant 'takeover' while making stereotypical generalizations and comparisons to other countries.
raza-w8s6s
Jan 27, 2026
Popcorn 🍿, time to see Canadians raise up, cbsa has to do better, liberals think they can starve them out of Canadian but what they dint understand these ppl are from 3rd world countries and …
Popcorn 🍿, time to see Canadians raise up, cbsa has to do better, liberals think they can starve them out of Canadian but what they dint understand these ppl are from 3rd world countries and hardy like weeds, they will hide or rent out condo apartments and change address to shake off cbsa raids
Expresses alarm about immigrants evading enforcement and adapting to hide from authorities, framing them as a threat to government control.
dfg43cvx-CoherentArrayWaver
Jan 15, 2026
Every country should throw out immigrants from their country.....they will take the jobs of local people and resources also....
Every country should throw out immigrants from their country.....they will take the jobs of local people and resources also....
Expresses anxiety about job displacement and resource scarcity due to immigration, framed as a threat to local populations.
kshitizkumar3279
Jan 27, 2026
Not just brampton, you hardly find work in woodbridge, Mississauga, etobicoke. And if you can find it, there are 90% indian workers there ,they gang up together, and those little indian kids showing boss attitude …
Not just brampton, you hardly find work in woodbridge, Mississauga, etobicoke. And if you can find it, there are 90% indian workers there ,they gang up together, and those little indian kids showing boss attitude to you ...
Commenter expresses anxiety about employment scarcity and uses ethnic stereotyping to frame immigrants as threatening competitors.
duyphuctran19xx
Jan 12, 2026
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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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