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
Hindu sabha is radical Brahmin organization unlike other they are casteist and don't want to assimilate at all they hate white people
Hindu sabha is radical Brahmin organization unlike other they are casteist and don't want to assimilate at all they hate white people
Presents unverified claims about Hindu Sabha's ideology, caste discrimination, and alleged hatred toward white people without evidence.
podcatchannels2292
Sep 20, 2025
WHY WOULD JUSTIN TRUDEAU ALLOW DEVIL WORSHIPPERS INTO THIS GREAT NATION BY THE DROVES. HIS GOAL WAS TO DESTROY CANADA AND HE HAS SUCCEEDED IN THIS GOAL
WHY WOULD JUSTIN TRUDEAU ALLOW DEVIL WORSHIPPERS INTO THIS GREAT NATION BY THE DROVES. HIS GOAL WAS TO DESTROY CANADA AND HE HAS SUCCEEDED IN THIS GOAL
Makes unfounded factual claims about Trudeau's intentions and immigrant characteristics without evidence, combined with alarmism.
jamesdylan3178
Sep 19, 2025
Trump is a Putin Plant.
Trump is a Putin Plant.
Makes a specific factual assertion (Trump is a Putin agent) without evidence or substantiation.
Unverified Claim
0.80
@YugambehCountry
Mar 5, 2025
TRUMP IS A PUTIN ASSET AND TRUMP IS DELIBERATELY CRASHING USA ECONOMY CUZ PUTIN HAS KOMPRAMAT ON TRUMP
TRUMP IS A PUTIN ASSET AND TRUMP IS DELIBERATELY CRASHING USA ECONOMY CUZ PUTIN HAS KOMPRAMAT ON TRUMP
Makes specific factual claims about Trump being a Putin asset and deliberately crashing the economy without evidence, presented in conspiratorial framing.
@patriciaadams4171
Mar 4, 2025
The duck made enemies with Zelenskyy/Ukraine and now it made enemies with Trudeau/Canada.\nThe duck is a russian puppet.
The duck made enemies with Zelenskyy/Ukraine and now it made enemies with Trudeau/Canada.\nThe duck is a russian puppet.
Makes an unsubstantiated claim that Trump is a Russian puppet based on pattern of conflicts with allies.
@D-J-Q
Mar 5, 2025
The indians who moved to USA vs the indians who moved to canada are so different while the usa one are educated skilled ones while these are mostly truck drivers.
The indians who moved to USA vs the indians who moved to canada are so different while the usa one are educated skilled ones while these are mostly truck drivers.
Makes specific factual claim about educational/occupational differences between Indian immigrants to USA vs. Canada without evidence.
sunaaaa324
Sep 20, 2025
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their …
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their religion properly.
Makes an unverified claim that Hindu and Sikh individuals are lying about being peaceful while fighting each other, and suggests their communities are not properly taught their religion.
mnc365
Sep 19, 2025
The Liberals and NDP are straight up criminals. There are over 800 fake Indian run colleges in Ontario.
The Liberals and NDP are straight up criminals. There are over 800 fake Indian run colleges in Ontario.
Makes a specific factual claim about '800 fake Indian run colleges in Ontario' without evidence, presented as fact.
TheTussman
Sep 19, 2025
hope to see interracial couples skyrocket in peel region otherwise this will be eventually become hub for disease due to LACK of biodiversity . obviously .
hope to see interracial couples skyrocket in peel region otherwise this will be eventually become hub for disease due to LACK of biodiversity . obviously .
Makes a specific factual claim linking ethnic diversity to disease risk without evidence, presented as scientific fact.
earthworldserver
Sep 19, 2025
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better …
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better not go. I would gladly trade away the recent immigrants from Central America who at least 50% of are violent criminals for immigrants from India. Hell, I would love to trade most Americans under 30yrs old for immigrants from India.
Makes an unsubstantiated factual claim that 'at least 50% of' Central American immigrants are violent criminals, presented without evidence.
mattijoak2112
Sep 19, 2025
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Presents unsubstantiated claims about immigrants exploiting welfare programs and conspiracy theories about ethnic hiring discrimination.
JoAnneDSimmonds
Sep 15, 2025
Russia has control of the White House. It's best that Canada, Europe, and any of the US' allies strengthen themselves because the US cannot be trusted
Russia has control of the White House. It's best that Canada, Europe, and any of the US' allies strengthen themselves because the US cannot be trusted
Makes an unsubstantiated claim about Russian control of the White House while comparing Canada/Europe to the US.
@Sir1626
Mar 4, 2025
Indeed, Russian agent Trump's childish trade war shall NOT win by NO BODY!
Indeed, Russian agent Trump's childish trade war shall NOT win by NO BODY!
Asserts Trump is a 'Russian agent' without evidence while criticizing his trade war policy.
@rubiconklbrutorowman7577
Mar 4, 2025
It has never been about fentanyl. It is about weakening Canada's economy. I do believe he wants to annex Canada.
It has never been about fentanyl. It is about weakening Canada's economy. I do believe he wants to annex Canada.
Makes specific factual claims about Trump's intentions (economic weakening, annexation) without evidence, presented as conspiracy theory.
@LadyHeathersLair
Mar 4, 2025
Young people are going out of control because they can't get a job all the immigrants take it that's why they go to Crime because they want the things to immigrants have
Young people are going out of control because they can't get a job all the immigrants take it that's why they go to Crime because they want the things to immigrants have
Makes unsubstantiated causal claim that immigrants taking jobs directly causes youth crime, presented as fact without evidence.
KevR-h5o
Sep 12, 2025
US. Is. Allied. With. Russia. Now.
US. Is. Allied. With. Russia. Now.
Factual claim about US-Russia alliance presented without evidence, functioning as alarmist assertion.
@garmatey3816
Mar 4, 2025
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. …
They only employ their own. They only rent to their own.
Trespassing on private property and farmland for photos.
Being ignorant and rude to the towns and city’s that they moved their entire villages to.
The list goes on.
We all grew up with immigrants, this country has always welcomed immigration. It’s our culture.
Nobody was ever racist back in the day. Every classroom was multicultural and everyone played together.
But this!… this is something completely different.
Makes specific behavioral claims about recent immigrants (employment discrimination, rental discrimination, trespassing, rudeness) presented without evidence, contrasting with nostalgic past.
Digital.Alchemy666
Sep 14, 2025
everybody has indian fatigue they brag about being the best workers which is nonsense their motto is just good enough they dont care about quality do not buy a house they build it will only …
everybody has indian fatigue they brag about being the best workers which is nonsense their motto is just good enough they dont care about quality do not buy a house they build it will only have half the required nails every thing will be substandard with corners cut not level and square and if you point it out they pull the race card
Makes specific factual claims about Indian construction quality and work practices without evidence, combined with ethnic stereotyping and accusations of playing 'the race card.'
user-so2xo4tn4c
Sep 19, 2025
The last time there was a war between America and Canada, America invaded Canada in 1812 in order to get the gold mines. The war ended with the re-drawing of the American-Canadian border, giving America …
The last time there was a war between America and Canada, America invaded Canada in 1812 in order to get the gold mines. The war ended with the re-drawing of the American-Canadian border, giving America these gold mines. The area that America gave up has oil. Canada did OK out of it in the end.
Presents specific historical claims about the 1812 war, gold mines, and border redrawn without evidence, while comparing Canada-US relations.
@CerdicTheGreat
Mar 5, 2025
Indians are taking white teenagers jobs. They are the worse invaders you could ever find
Indians are taking white teenagers jobs. They are the worse invaders you could ever find
Presents unsubstantiated claim that Indians are taking white teenagers' jobs and frames them as 'invaders,' combining factual assertion with identity framing.
chriswilson3698
Jan 27, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)