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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Unverified Claim
3,221 comments
too late. in 100 years, the entire world will be 3rd world, but the paedo small hat gang and friends will rule us all.
too late. in 100 years, the entire world will be 3rd world, but the paedo small hat gang and friends will rule us all.
Contains conspiracy theory language ('paedo small hat gang') and apocalyptic false claims about global demographic collapse.
9x2_eterno
Jan 28, 2026
In 100 years the population of every country will be replaced by Indians because that’s what people like Elon musk want
In 100 years the population of every country will be replaced by Indians because that’s what people like Elon musk want
Makes a conspiratorial claim about demographic replacement orchestrated by elites, combining false prediction with alarmism.
user-yw5pl6pj9y
Jan 28, 2026
"Rape isn't against their culture..." not right at all
"Rape isn't against their culture..." not right at all
Perpetuates a false stereotype about cultural attitudes toward sexual violence, combining xenophobic framing with fabricated claims.
Polites-y5m
Jan 28, 2026
They are Indian 🇮🇳! eating cows toilet. Drinking mineral cows Pepe. 😜😄
They are Indian 🇮🇳!
eating cows toilet. Drinking mineral cows Pepe.
😜😄
Contains fabricated stereotypes and false claims about cultural practices paired with ethnic identification.
saydurrahman9163
Jan 28, 2026
Invasion? are you serious? Indians eating poo? problematic video aff.
Invasion? are you serious? Indians eating poo? problematic video aff.
References a racist stereotype ('Indians eating poo') and dismisses the video as problematic, conflating offensive content with the video's message.
reetiagarwal6316
Jan 28, 2026
It’s not about fentanyl. It’s not about the two or three people that across their borders. It’s all about his crazy idea that Canada should be the 51st state. And in his warped mind, he …
It’s not about fentanyl. It’s not about the two or three people that across their borders. It’s all about his crazy idea that Canada should be the 51st state. And in his warped mind, he thinks by doing this, he’s going to ruin Canada, and that they’re gonna come begging on their hands and knees to be accepted into the United States and I am dead serious. This is what his goal is, and this is what he thinks he’s going to accomplish.
Presents unsubstantiated conspiracy theory about Trump's hidden goal to make Canada the 51st state.
@RamonaRayTodosSantosBCS
Mar 4, 2025
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. We need ice north of the border. Please.
Makes unsubstantiated claims about government paying immigrants and manipulating votes, combining conspiracy theory with economic and demographic anxiety.
JakeTeertstra
Jan 28, 2026
As of January 27th, 2026 Europe has opens its ‘first gateway office’ to fast-track hiring in India. Let that sink in.
As of January 27th, 2026 Europe has opens its ‘first gateway office’ to fast-track hiring in India. Let that sink in.
Presents a dubious or fabricated claim about European hiring practices to fuel demographic anxiety.
benaszs5894
Jan 28, 2026
I am suspicious about this fake restaurant or fast food place near my neighborhood. There is a place near my house that looks like a restaurant. The building is beside a shawarma place and the …
I am suspicious about this fake restaurant or fast food place near my neighborhood. There is a place near my house that looks like a restaurant. The building is beside a shawarma place and the pictures of food do look good. My aunt called the phone number because she wanted to order food from there, but she heard strange voices in the background and the person on the phone kept saying they are closed. This place even has a drive thru and menu, but is never open. I've seen quite a few cars in the parking lot at night. Idk, but I think something sketchy is going on there because the people there are all indians.
The comment presents a conspiracy theory about a suspicious restaurant with no evidence, then attributes the suspicion to the ethnicity of the workers, conflating unrelated observations into a false narrative.
shawnamoana
Jan 28, 2026
Your people poop in their pants every day because of the shootings I wonder how it feels to live inside a Fortnite battle royale 😂
Your people poop in their pants every day because of the shootings
I wonder how it feels to live inside a Fortnite battle royale 😂
Makes inflammatory, false generalizations about a group using crude stereotypes and sarcasm to demean.
galaxypiano09
Jan 28, 2026
Donald Trump is a great leader, he's trying to secure American taxes, Canada a part of NATO ,and NATO is a terrorist organization ,NATO has attacked over 20 countries around the world's and killed millions …
Donald Trump is a great leader, he's trying to secure American taxes, Canada a part of NATO ,and NATO is a terrorist organization ,NATO has attacked over 20 countries around the world's and killed millions of million people with American taxes.
Makes specific factual claims about NATO attacking countries and killing millions without evidence, alongside nationalist framing.
@MAN-z9v
Mar 4, 2025
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada. And when the afganistan withdrawl happened, lets say canadian troops showed bias as …
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada.
And when the afganistan withdrawl happened, lets say canadian troops showed bias as to who was being pulled from the warzone...
Makes unsubstantiated claims about government conspiracy involving a named official and alleged bias in military operations.
Unverified Claim
0.85
kristijanpetrovski2576
Jan 28, 2026
so they actually think indians eat poo in india?
so they actually think indians eat poo in india?
The comment repeats a false, dehumanizing stereotype about Indian people, which is a demonstrably false claim used to demean a group.
aksk_yt
Jan 28, 2026
Our government pays for half their wages thays why they only hire indians
Our government pays for half their wages thays why they only hire indians
Makes an unsubstantiated claim about government wage subsidies driving hiring discrimination, presented as fact.
James-q5c2m
Jan 28, 2026
I drove tow truck in Brampton. They are all about who can they rip off and or scam. They like to change the rules and make up their own. Most of the crashes are all …
I drove tow truck in Brampton. They are all about who can they rip off and or scam. They like to change the rules and make up their own. Most of the crashes are all planned.
First-person account making sweeping negative generalizations about Indian immigrants (fraud, scams, planned crashes) without evidence.
rcizzy48
Jan 28, 2026
Most likely Punjabi invaders,cuz they are not indian , it's obvious they r different species then other Indian which I have seen the most
Most likely Punjabi invaders,cuz they are not indian , it's obvious they r different species then other Indian which I have seen the most
Makes a false claim that Punjabis are a 'different species' and uses dehumanizing language to assert ethnic hierarchies.
ScienceValiWeeb
Jan 28, 2026
I believe stabbings in Canada are at an all time high due to religious differences.
I believe stabbings in Canada are at an all time high due to religious differences.
Makes an unsubstantiated causal claim linking religious diversity to violent crime without evidence.
bd4246
Jan 28, 2026
Dude only HINDU eat poop, most Indian in Canada are PUNJABIS who are not HINDUS but SIKHS and they don't worship cows or eat cow poo.
Dude only HINDU eat poop, most Indian in Canada are PUNJABIS who are not HINDUS but SIKHS and they don't worship cows or eat cow poo.
Makes false and inflammatory claims about Hindu practices while asserting Sikh identity distinctions, mixing factual correction with stereotyping.
wewenang5167
Jan 28, 2026
Trump is a russian agent
Trump is a russian agent
Makes a specific factual claim about Trump's allegiance without evidence, a common conspiracy theory assertion.
Unverified Claim
0.85
@ВасилиСорокин-о6к
Mar 4, 2025
Fake News! Look at the polls!
Fake News! Look at the polls!
Dismisses content as 'Fake News' and references polls without specifics, making unsubstantiated factual challenge.
Unverified Claim
0.85
@Freedom9227-l7m
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)