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
Search & Filter
Personal Narrative
1,771 comments
I was born there, my family quickly became unwelcome in a brown neighborhood. We moved away because of that. We refer to it as "Bramladesh" now.. The thing is, I don't blame these people for …
I was born there, my family quickly became unwelcome in a brown neighborhood. We moved away because of that. We refer to it as "Bramladesh" now..
The thing is, I don't blame these people for wanting to seek a better life. I do however blame them for turning the city into a flaming trashcan.
We have enough skipthedishes and uber drivers.. we don't need another 500,000 of them.
User shares lived experience of being unwelcome in a neighborhood, criticizes immigrant economic roles (delivery/driving), and uses derogatory naming ('Bramladesh').
Acam130
Jan 27, 2026
Man, I think I may move to Canada.
Man, I think I may move to Canada.
First-person expression of potential migration to Canada, implying approval of Canadian governance relative to elsewhere.
@Chente121
Mar 4, 2025
I'm 70, I've been looking for a way out to escspe the same noice, unruly rule, dominance over other faith.. But after knowing that Csnada, USA face the same suffocation from Indian there i'm now …
I'm 70, I've been looking for a way out to escspe the same noice, unruly rule, dominance over other faith.. But after knowing that Csnada, USA face the same suffocation from Indian there i'm now comforting myself as better be here only hoping fot better days might come...😮
First-person account of the commenter's age and search for escape, comparing conditions in Canada/USA to their home country.
selvarajabraham9608
Sep 23, 2025
This is actually might affect my life lol
This is actually might affect my life lol
First-person statement about how the video's topic has personal relevance to the commenter's life.
Personal Narrative
0.80
@Yusuf42069
Feb 21, 2026
We the American people voted him to stop the killing, that’s why he want to negotiate with Putin??????
We the American people voted him to stop the killing, that’s why he want to negotiate with Putin??????
First-person account of voting motivation framed as stopping violence, with implicit moral reasoning.
@angelinsfetrow869
Mar 4, 2025
I live in Surrey BC, it is almost turning into Brampton here too.
I live in Surrey BC, it is almost turning into Brampton here too.
First-person account of local demographic change with implicit concern about cultural transformation.
gurhanweyrah3930
Sep 21, 2025
Thank you Mr. Trudeau for your comments. As an American, I am ashamed of Americans that follow Trump. Its all him. Anyone with a brain knows the people will suffer high prices. Its not what …
Thank you Mr. Trudeau for your comments. As an American, I am ashamed of Americans that follow Trump. Its all him. Anyone with a brain knows the people will suffer high prices. Its not what Americans want.
First-person account of American identity and shame, with economic concerns about inflation presented as lived experience.
@donz6901
Mar 4, 2025
This is a huge win and any smooth brain saying “ diDnT tHEY jUsT hAvE aLbErTa is cALliNg” ? Yes. We need skilled trades workers. Not more foreign students who get jobs at Tim’s or …
This is a huge win and any smooth brain saying “ diDnT tHEY jUsT hAvE aLbErTa is cALliNg” ? Yes. We need skilled trades workers. Not more foreign students who get jobs at Tim’s or at any small retail/ gas station. If you guys will still complain about this even after we’re getting the healthcare spending and wage increases you really are shills who are just here to push an agenda. You don’t actually care about the betterment of Canada or the quality of life for Canadians here. I as an albertan blue collar worker am beyond happy with these changes and the fact that they’re putting it to a vote get over yourselves please.
First-person account from an Albertan blue-collar worker expressing support for skilled trades immigration policy while dismissing critics as agenda-driven.
@Mk1tt225
Feb 21, 2026
As an embarrassed American, I'm so sorry! I voted for Kamala.
As an embarrassed American, I'm so sorry! I voted for Kamala.
First-person account of voting preference and expression of embarrassment, combined with solidarity with Canada.
@kableman7841
Mar 4, 2025
I'm from India y'all just incase y'all want to know I'm from kerala india 🇮🇳, but tbh the nri indians Aka the indians outside of India i want them to come back home and develop …
I'm from India y'all just incase y'all want to know I'm from kerala india 🇮🇳, but tbh the nri indians Aka the indians outside of India i want them to come back home and develop it.., but as of youn who's making content on india just to get views,.. you shouldn't be trolling india tho.. you could respect it :)
Commenter shares their Indian origin and personal views on diaspora Indians returning home, mixing biographical detail with ethical appeals about respect.
cypher-roberto
Jan 27, 2026
As an American, I am disgusted to have him as my president. Puck Futin, tuck Frump.
As an American, I am disgusted to have him as my president. Puck Futin, tuck Frump.
First-person expression of disgust about American identity under Trump presidency, with humorous name-calling.
@TheBestNoahEver
Mar 4, 2025
Im so embaressed to be an American under this shit storm of an administration
Im so embaressed to be an American under this shit storm of an administration
First-person expression of shame about American identity under current administration.
@hollihendricks8017
Mar 4, 2025
I wish the rest of the world could understand how divided the US is because of Trump. I hate being lumped into the same group that voted for him. Preach on Trudeau. Shed some truth …
I wish the rest of the world could understand how divided the US is because of Trump. I hate being lumped into the same group that voted for him. Preach on Trudeau. Shed some truth to the MAGA crowd that thought Trump was gonna revitalize the economy and lower inflation.
First-person account of feeling alienated by Trump supporters while expressing support for Trudeau's stance.
@ajimz8101
Mar 4, 2025
I used to go to high school there 10 years ago. it used to be a very pretty place, as far as urban places go. Back then it was called an Indian ghetto too, (despite …
I used to go to high school there 10 years ago. it used to be a very pretty place, as far as urban places go. Back then it was called an Indian ghetto too, (despite the fact we still had a lot of whites and blacks in the area) but I dont dare imagine what it looks like now.
First-person account of neighborhood change over time, comparing past and present conditions.
MygfKitkallos
Jan 27, 2026
Alexa spent the night at the border a few months ago and she seen as we all did what went on overnight at the border
Alexa spent the night at the border a few months ago and she seen as we all did what went on overnight at the border
References a personal anecdote about someone named Alexa witnessing border events overnight.
Personal Narrative
0.80
Tree74-b3s
Nov 20, 2025
British immigrant here in Brampton, I wish I could find a doctor who speaks English first, regardless of the colour of their skin. I imagine the satisfaction of immigrants hearing their own language in a …
British immigrant here in Brampton, I wish I could find a doctor who speaks English first, regardless of the colour of their skin. I imagine the satisfaction of immigrants hearing their own language in a doctor's office but I am unable to articulate the loss of understanding what I'm hearing through a thick accent
First-person account of a British immigrant's experience with language barriers in healthcare, framed as a loss of cultural/linguistic familiarity.
thegoodthieves
Sep 20, 2025
If USA gives me PR I wish to leave Canada India it’s no more my hometown
If USA gives me PR I wish to leave Canada India it’s no more my hometown
First-person account of the commenter's desire to emigrate, comparing Canada unfavorably to the USA.
ZaidAngle
Sep 20, 2025
man some of my best friends live in canada. this speech made me tear up. I knew trump wasn't gonna be great but dam man. I didn't know it was gonna be this bad.
man some of my best friends live in canada. this speech made me tear up. I knew trump wasn't gonna be great but dam man. I didn't know it was gonna be this bad.
Shares personal emotional reaction to the speech based on friendships with Canadians, grounded in lived experience.
@moorooster223
Mar 4, 2025
Its been like that for ages i used to visit Vancouver canada when turned 19 im from wa state and hella imdians their
Its been like that for ages i used to visit Vancouver canada when turned 19 im from wa state and hella imdians their
First-person account of visiting Vancouver and observing demographic changes, comparing to home state.
forgodandcountry777
Feb 27, 2026
India iis so big with so many kind of Indians. Most I've meet are great people but there are some ... Yeah those have no business in a western country. But like I say most …
India iis so big with so many kind of Indians. Most I've meet are great people but there are some ... Yeah those have no business in a western country. But like I say most are hardworking good people yes they have they're own "weard" things but at least they fight for right and wrong.
Shares lived experience meeting Indian immigrants, balancing positive personal observations with conditional acceptance and cultural othering.
Superliegebeest0
Feb 21, 2026
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)