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
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS …
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS . CANADA HAS BECOME A HAVE FOR CRIMINALS AS TRUMP POINTED OUT ' PROTECT OUR BORDERS AND KEEP THESE DRUG LORDS OUT . TRUMP WAS RIGHT ABOUT THE DRUGS PRODUCED IN CANADA WITH THE PRE CURSERS COMING FROM CHINA . BC IS HOME .
Makes multiple unverified claims about Indian immigrants and crime rates, presents conspiracy theories about drug production, and asserts in-group/out-group identity distinctions.
todddowney45
Oct 1, 2025
lndiаns аrе а jеwish biоwеароn
lndiаns аrе а jеwish biоwеароn
Conspiracy theory making a fabricated claim linking an ethnic group to weaponization, combining unverified claim with threat framing.
user-exuytv
Jan 27, 2026
You can’t answer why? I mean sure you can. This is what white genocide looks like. There’s UN documents that describe exactly this. It’s not a conspiracy theory. It’s happening. It’s real. Unless we do …
You can’t answer why? I mean sure you can. This is what white genocide looks like. There’s UN documents that describe exactly this. It’s not a conspiracy theory. It’s happening. It’s real. Unless we do something about it we’re toast.
Presents conspiracy theory claims about 'white genocide' and UN documents without evidence, framed as urgent threat requiring action.
tracheotome
Oct 2, 2025
Trudeau is a CCP plant….
Trudeau is a CCP plant….
Conspiracy theory claiming Trudeau is a Chinese Communist Party agent without evidence.
@AmericaFirst1981
Mar 4, 2025
ex KGB agent, he was much more ranked then putin himself, said that they recruited trump in 80ties for KGB under codename krasnov, i think that explains a lot
ex KGB agent, he was much more ranked then putin himself, said that they recruited trump in 80ties for KGB under codename krasnov, i think that explains a lot
Makes specific factual claims about KGB recruitment and codenames presented without evidence, characteristic of conspiracy theory rhetoric.
Unverified Claim
0.90
@kacmed
Mar 4, 2025
Unvetted immigration has let more than 600 terrorists into Canada
Unvetted immigration has let more than 600 terrorists into Canada
Makes a specific, unverified claim about terrorist infiltration through immigration without credible evidence.
todddonly2787
Jan 19, 2026
Read: Soon 2.9M more ILLEGAL INVADERS in Canada. As per WEF/CCP-controlled liberals’ plan.
Read: Soon 2.9M more ILLEGAL INVADERS in Canada. As per WEF/CCP-controlled liberals’ plan.
Spreads conspiracy theories about WEF/CCP control and falsely labels immigrants as 'illegal invaders' without evidence.
affanculo
Jan 20, 2026
hails to the average whyte guy with the bike!!!!!!!! american blkks are below down syndrome level too, they can't even make a burger.
hails to the average whyte guy with the bike!!!!!!!! american blkks are below down syndrome level too, they can't even make a burger.
Contains dehumanizing false claims about racial groups with inflammatory language and fabricated stereotypes.
joesmith9216
Jan 27, 2026
95% of Indians in the West are there illegally and using fraudulent papers.
95% of Indians in the West are there illegally and using fraudulent papers.
Makes unsubstantiated claim that 95% of Indians in the West use fraudulent immigration papers, presenting as fact without evidence.
KX5Kat
Jan 27, 2026
0:39 someone looked at that and said yea I know what will make this better let's flood the place with dysgenic poop eating Indians
0:39 someone looked at that and said yea I know what will make this better let's flood the place with dysgenic poop eating Indians
Contains dehumanizing slurs and fabricated claims about immigration policy, combining conspiracy-like rhetoric with ethnic stereotyping.
jolly-rancher
Jan 27, 2026
5:27 bro said Africans are dumber then down syndrome
5:27 bro said Africans are dumber then down syndrome
Quotes a dehumanizing and false stereotype about Africans, representing both misinformation and identity-based prejudice.
MONK_IZM
Jan 27, 2026
T H I R D W O R L D A P E M A N N E R I S M 🙈 🙉 🙊 💩
T H I R D W O R L D A P E M A N N E R I S M 🙈 🙉 🙊 💩
Dehumanizing stereotype using racist language and emojis to demean people based on origin.
TheDashingRogue
Jan 27, 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
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
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
I can make it make sense. DTJ is owned by Russia. He has been a paid Russian asset since 1987.
I can make it make sense. DTJ is owned by Russia. He has been a paid Russian asset since 1987.
Makes a specific factual claim about Trump being a Russian asset since 1987 without providing evidence.
Unverified Claim
0.90
@danielvest9602
Mar 4, 2025
It gets bad they own every fast food business or gas station and only hire Indians 🤣
It gets bad they own every fast food business or gas station and only hire Indians 🤣
Makes a sweeping, unsubstantiated claim about Indian business ownership and hiring practices presented as fact.
Jamesthegoon_gm
Jan 27, 2026
Its called the great replacement happening in all white countries. Look up every provincial pm in canada and youll see them meeting with rabbis. Both political parties as well
Its called the great replacement happening in all white countries. Look up every provincial pm in canada and youll see them meeting with rabbis. Both political parties as well
Promotes conspiracy theory ('great replacement') with fabricated claims about political leaders meeting with rabbis.
lilgustav5065
Jan 27, 2026
these bio weapons ruined india, now they will come to your nation and tell you how to ruin yours and if you dont accept u r racist btw , india was just voted the most …
these bio weapons ruined india, now they will come to your nation and tell you how to ruin yours and if you dont accept u r racist
btw , india was just voted the most polluted nation on earth by far
Makes false claims about 'bio weapons' and conspiracy-like accusations, combined with alarmist framing about cultural imposition.
purplelizard777
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)