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
Indians r bioweapons. they hv already invaded & destroyed Brampton...
Indians r bioweapons. they hv already invaded & destroyed Brampton...
Contains demonstrably false and inflammatory claims ('bioweapons', 'invaded & destroyed') that are conspiracy-like and factually baseless.
DanWolverine
Mar 1, 2026
indians do indians things: scamming
indians do indians things: scamming
Makes a sweeping, stereotypical claim about an ethnic group engaging in criminal behavior without evidence, combining ethnic stereotyping with false generalization.
davrocket5304
Jan 27, 2026
Stop Kalergi-Plan To DestroyEuropeanPeoples...✡️🇮🇱🇪🇺
Stop Kalergi-Plan To DestroyEuropeanPeoples...✡️🇮🇱🇪🇺
References the debunked 'Kalergi Plan' conspiracy theory about European demographic replacement, combining false claims with antisemitic imagery.
rafi_rfk
Mar 1, 2026
divide and conqueror ,Rome is the one calling the shots they are all Jesuit controlled ,just like Hitler and Stalin were both working for the Jesuits
divide and conqueror ,Rome is the one calling the shots they are all Jesuit controlled ,just like Hitler and Stalin were both working for the Jesuits
Makes unfounded conspiracy claims about Jesuit control of world leaders without evidence, presenting fabricated historical assertions.
@tonycostanzo4276
Mar 4, 2025
Orang eropa dn Amerika bahkan seluruh dunia harus menolak imigran dr india, mereka menjijikan dn kotor dn jg norak, kelakuan mereka seperti hidup di jaman batu bahkan di India sama mereka makan kotoran sapi dn …
Orang eropa dn Amerika bahkan seluruh dunia harus menolak imigran dr india, mereka menjijikan dn kotor dn jg norak, kelakuan mereka seperti hidup di jaman batu bahkan di India sama mereka makan kotoran sapi dn mandi dengan kencing sapi dn mereka merasa bangga dg hal itu , belum LG orng Hindu sangat rasis kepada kaum minoritas terutama muslim dn kristen.
Contains fabricated stereotypes and false generalizations about Indian immigrants and Hindu practices, spreading demonstrably false claims.
Yaumiljannahyumi
Feb 13, 2026
Trump uses drugs and sexually hurts young boys and girls and traffics them for profit
Trump uses drugs and sexually hurts young boys and girls and traffics them for profit
Serious criminal allegations presented without evidence or source.
Unverified Claim
0.90
@maryvaltierra3944
Mar 4, 2025
4.9 million people are going to be deported
4.9 million people are going to be deported
Presents specific factual claim about deportation numbers without evidence or source.
Unverified Claim
0.90
barrroger1162
Dec 26, 2025
Half a million more gang members arriving this year too! Even the gangs are having trouble keeping up with all the new recruits the liberals are bringing to Canada. We have some completely new gangs …
Half a million more gang members arriving this year too! Even the gangs are having trouble keeping up with all the new recruits the liberals are bringing to Canada. We have some completely new gangs forming there’s so many guys now.
Fabricated claim linking immigration to gang recruitment with partisan blame, combining false statistics with alarmist rhetoric.
oneeyedwilly65
Feb 25, 2026
INDIAN PRINCIPLES EXPOSED FINALLY!!! DIFFERENT CULTURE IMPOSE!!! THERE HERE TO TAKE ADVANTAGE OF GOVERNMENT LOOPHOLE LEGALLY!!!LIKE SEVEN YEARS TAX BREAKS ON BUSINESS AFTER SELL IT TO FAMILY MEMBERS IT'S A CYCLE! WHEN HIRING ONLY INDIANS …
INDIAN PRINCIPLES EXPOSED FINALLY!!! DIFFERENT CULTURE IMPOSE!!! THERE HERE TO TAKE ADVANTAGE OF GOVERNMENT LOOPHOLE LEGALLY!!!LIKE SEVEN YEARS TAX BREAKS ON BUSINESS AFTER SELL IT TO FAMILY MEMBERS IT'S A CYCLE! WHEN HIRING ONLY INDIANS NEED TO APPLY! NOT HERE TO BUILT BETTER COUNTRY! BUT TO TAKE OVER ! MEXICANS NO SECRET NEVER DO CONSTRUCTION JOBS FOR INDIAN! WHEN FINISH ONLY PAY 10% FOR JOB ! HYGIENE DON'T USE TOILET PAPER INSTEAD LEFT HAND ! IN INDIA THEY POO OPEN AIR ! DON'T BELIEVE IN DEORANT! EVEN DOCTORS! THEY LIVE IN ALMOST MANSION INSIDE LIKE SHACKS ! THERE GOD IS NOT A COW IS MONEY! THERE HUNGRY FOR IT ! FROM EXPERIENCE LEARN THE HARD WAY AND PAY A PRICE! STAY AWAY FROM GAS STATION THERE KNOWN TO HAVE SKIMMERS.! THEY CREATE MAFIAS SELLING CELLULAR TO WORKING IN HOSPITALS!!!
Contains numerous unsubstantiated stereotypes, fabricated claims about cultural practices, and conspiracy-like accusations presented as fact.
JoseCardenas-t6b
Jan 28, 2026
This immediate and massive influx of "immigrants" from India and China into North America is deliberate and done with the permission of all governments involved. It is a great reset great replacement of the European …
This immediate and massive influx of "immigrants" from India and China into North America is deliberate and done with the permission of all governments involved. It is a great reset great replacement of the European populations of North America, done to run the bio-tech great reset. None of these people belong here. They have completely different histories and assumptions and narrative mythologies. I am now a foreigner in my family's. hometown of three generations.
The comment promotes conspiracy theories ('great reset,' 'great replacement') with fabricated claims about deliberate demographic engineering and government coordination.
barttare-h1k
Jan 27, 2026
Watching Jewish NGOs and Jewish lawmakers and Catholic NGOs flood white countries with brown people is total bullshit. It's demographic warfare on white people. These pieces of shit need to be held accountable
Watching Jewish NGOs and Jewish lawmakers and Catholic NGOs flood white countries with brown people is total bullshit. It's demographic warfare on white people. These pieces of shit need to be held accountable
Promotes conspiracy theory about coordinated demographic replacement by specific religious/ethnic groups, combining false claims with threat framing.
fertnerker9878
Jan 27, 2026
India is a dirty country and poor country. Nobody wants people who can't keep their own country clean to come and phuck up their countries too.
India is a dirty country and poor country. Nobody wants people who can't keep their own country clean to come and phuck up their countries too.
Makes sweeping, stereotypical claims about India and immigrants that are demonstrably false generalizations presented as fact.
jman140692
Feb 12, 2026
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology …
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology witn extreme castiesm
Thats why theh both control the most of the place,
Because castiesm is one of tge dangerous ideology world didn't experience except hindu 🕉️ hindians
As they are every parts of the world now people realise and see its effects and though not surprising for good few 🇮🇳s, it has destroyed community, spread hatred, thats the ideology these RSS wants , casteism brings extreme selfishness, corruption and its affects are seen all around the world , in canada🇨🇦
Do anything for money why care about others, no rules, upper caste are chosen by God, most hindu hindian follow these and even if they are not from upper caste. Extreme pride, attitude, show off, tired of it sick🤢🤢🤢🤢🤢 sickening
Makes fabricated historical and religious claims linking Zionism, Brahmanism, and caste systems to justify negative stereotyping of immigrant communities.
ytOz_AlexDan
Oct 1, 2025
Mark Carney has approved 250,000 new imigrants from India and Pakistan. They are immigrants with money so this makes it acceptable to let them gain citizenship. Scarborough will be the capital city where 100% per …
Mark Carney has approved 250,000 new imigrants from India and Pakistan. They are immigrants with money so this makes it acceptable to let them gain citizenship. Scarborough will be the capital city where 100% per cent of the workforce will be Hindu or Pakistani. NO WHITES ALLOWED. Tim Horton's is now hiring.....
Makes specific fabricated claims about Mark Carney approving immigrants and predicts demographic replacement with inflammatory language about exclusion.
AlexusYoung-h6t
Sep 3, 2025
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
Makes sweeping, demonstrably false claims about Indian immigrants and criminal networks without evidence, combining xenophobia with fabricated assertions.
khjgfxdhzf
Jan 27, 2026
FAKE NEWS 🚨
FAKE NEWS 🚨
Blanket accusation of 'FAKE NEWS' without substantive evidence or specific claim, typical misinformation framing.
Unverified Claim
0.90
eyeinfinite27
Feb 11, 2026
Go raid epstein island
Go raid epstein island
Promotes a conspiracy theory and urges illegal action unrelated to the video topic.
malanoticia-h5z
Feb 11, 2026
Yes true they are dirty people 😂
Yes true they are dirty people 😂
Makes a dehumanizing, stereotypical claim about a group of people presented as fact.
Ilyasdawah
Jan 28, 2026
White PedoFiles arrived in Canada and Mexico R@ped and targeted indigenous tribes minor girls
White PedoFiles arrived in Canada and Mexico R@ped and targeted indigenous tribes minor girls
Makes sweeping, unsubstantiated claims about historical crimes attributed to a racial group, presenting conspiracy-like assertions as fact.
shruti890-o5b
Feb 28, 2026
Putin isn't the bad guy. Nato and Klaus swab WEF is !
Putin isn't the bad guy. Nato and Klaus swab WEF is !
Presents unsubstantiated claims that Putin is not the villain and that NATO/WEF are the real threats, reflecting conspiracy thinking.
Unverified Claim
0.90
@Baiasa13
Mar 5, 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)