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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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Active: "This is also why we …" 839 comments · Page 2 of 34
Alot of truth to this video but also some bullshit. 20 years of work and 6 weeks of E.I...lol straight up lie
Alot of truth to this video but also some bullshit. 20 years of work and 6 weeks of E.I...lol straight up lie
Identity Attack0.03894114
Insult0.40420914
Profanity0.6643082
Threat0.010783645
Severe Toxicity0.16960317
Toxic 0.7252971 Moderate Con 0.399 Policy_Critique
Nov 2, 2025 1 likes Why Canadians Are Turning Against …
It looks like a bunch of followers of this rebel news channel are some of the dumbest Canadians who just say stuff they don’t know or have evidence at all. Also these reporters are just …
It looks like a bunch of followers of this rebel news channel are some of the dumbest Canadians who just say stuff they don’t know or have evidence at all. Also these reporters are just garbage who are here to spread hate and conservatism.
Identity Attack0.48915586
Insult0.7344449
Profanity0.24341469
Threat0.009048914
Severe Toxicity0.035007052
Toxic 0.7252971 Low Con 0.211 Insult
Nov 21, 2025 Thousands of refugees allowed into …
8:28 they are terrorist,indian government already warned canada buy your justin trudo only care about his votes so it's your government failure that they allow criminals to settle down,these(the guys in photo)motherfucker sell drug they …
8:28 they are terrorist,indian government already warned canada buy your justin trudo only care about his votes so it's your government failure that they allow criminals to settle down,these(the guys in photo)motherfucker sell drug they supply to the punjab through pakistan border all the Punjabi singer who live in canada are also part of it,so being racists towards indian will not help you ask your government to take action on them and return them to indian government
Identity Attack0.5135796
Insult0.5678696
Profanity0.50818664
Threat0.10542984
Severe Toxicity0.35368225
Toxic 0.72028047 Moderate Con 0.35 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan …
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan I can spot a Indian/Pakistani/Bangladesh (more or less all the same) from behind from 20m away by the way the walk and what they wear. But this - in all fairness - applies to all foreigners in Japan, also Europeans and Americans. If highly educated Indians come to your neighbourhood, no worries. But if cheap labour force moves to your town .... well, expect some filthy behaviour and zero self-consciousness regarding their own disgusting behaviour. I don't like cheap labour force from underdeveloped countries because the hever learned how to behave properly.
Identity Attack0.6682205
Insult0.6308392
Profanity0.6001929
Threat0.064645745
Severe Toxicity0.44713756
Toxic 0.718943 Constructive 0.575 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Guy on the bike is definitely naive and also the oldest idiot in Canada. He needs to travel to Africa and see that Johannesburg in South Africa, Addis Ababa in Ethiopia, Abuja in Nigeria are …
Guy on the bike is definitely naive and also the oldest idiot in Canada. He needs to travel to Africa and see that Johannesburg in South Africa, Addis Ababa in Ethiopia, Abuja in Nigeria are way more beautiful than the Vancouver and Toronto he’s bragging about here in Canada.
Identity Attack0.2783691
Insult0.755201
Profanity0.26603898
Threat0.009955117
Severe Toxicity0.02411546
Toxic 0.71760553 Moderate Con 0.317 Insult Comparative_Framing
Feb 16, 2026 Inside Canada's Indian Invasion...
To be honest, Hindus are one of the dirtiest people in the world. They throw garbage everywhere, they don't smell very good...They also don't know how to drive. Has their god blessed them for this? …
To be honest, Hindus are one of the dirtiest people in the world. They throw garbage everywhere, they don't smell very good...They also don't know how to drive. Has their god blessed them for this? For dirt, debris, etc.
Identity Attack0.6649212
Insult0.6308392
Profanity0.32965264
Threat0.036149003
Severe Toxicity0.23226346
Toxic 0.7105462 Moderate Con 0.379 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
the guy on the bike is 100% true except saying we eat poop also tyler you are crazy man
the guy on the bike is 100% true except saying we eat poop also tyler you are crazy man
Identity Attack0.053399716
Insult0.6308392
Profanity0.44133487
Threat0.014738814
Severe Toxicity0.15179962
Moderate 0.6989911 Moderate Con 0.364 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Almost all Edmonton transit drivers are Indian ....a public service taken over by a group of foreigners taking jobs from Canadians and freezing others out. Also add Tim Hortons ,McDonald's ,a and w ,Walmart,Canadian Tire …
Almost all Edmonton transit drivers are Indian ....a public service taken over by a group of foreigners taking jobs from Canadians and freezing others out. Also add Tim Hortons ,McDonald's ,a and w ,Walmart,Canadian Tire ...this is an takeover and I can't believe Canadians are so stupid as the be blind to what's going on
Identity Attack0.55044734
Insult0.71027446
Profanity0.22723788
Threat0.009566744
Severe Toxicity0.02425631
Moderate 0.6989911 Constructive 0.507 Identity Attack Insult
Oct 1, 2025 IRCC Names India in Study …
Better than Islam, but damn. Also English is no longer the main language you hear, It's crazy.
Better than Islam, but damn. Also English is no longer the main language you hear, It's crazy.
Identity Attack0.5504064
Insult0.46923602
Profanity0.64657205
Threat0.012854968
Severe Toxicity0.16960317
Moderate 0.6989911 Moderate Con 0.362 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
You bosdika also do something for the money
You bosdika also do something for the money
Identity Attack0.2781757
Insult0.6051471
Profanity0.6919765
Threat0.032695748
Severe Toxicity0.3536391
Moderate 0.687436 Moderate Con 0.312 Insult Meta_Commentary
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
0:11 White PedoFiles R@ped and target Indigenous tribes. When they arrived in Canada and Mexico this European white flesh PedoFile uncle firstly Targeted Minor girls of Indigenous tribes....In Epstein files also 99% S/x offenders are …
0:11 White PedoFiles R@ped and target Indigenous tribes. When they arrived in Canada and Mexico this European white flesh PedoFile uncle firstly Targeted Minor girls of Indigenous tribes....In Epstein files also 99% S/x offenders are White PedoFile uncles
Identity Attack0.6458014
Insult0.5723624
Profanity0.39498812
Threat0.13785169
Severe Toxicity0.35368225
Moderate 0.6863638 Moderate Con 0.316 Identity Attack Insult Unverified_Claim
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
Can take the guy on the bike too seriously... He's obviously very ignorant and also addressed himself as white trash which he sure isAt least he knows he's place.
Can take the guy on the bike too seriously... He's obviously very ignorant and also addressed himself as white trash which he sure isAt least he knows he's place.
Identity Attack0.5203519
Insult0.7065844
Profanity0.29984993
Threat0.01119791
Severe Toxicity0.0475607
Moderate 0.6852916 Moderate Con 0.432 Identity Attack Insult Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin …
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin (aged 25-54) hold a bachelor's degree or higher, far exceeding the 32.9% national average! The YouTube host, who is also a Xenophone, allowed the bigot to puke! I can bet my balls that African immigrants in Canada score 20 points or more on IQ test than this bum who probably smells like Tuna!
Identity Attack0.57554024
Insult0.6308392
Profanity0.43900812
Threat0.050744623
Severe Toxicity0.34954423
Moderate 0.68408644 Moderate Con 0.322 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
MOST INDIANS ARE SCAMMERS THEY HAVE SCAMMED STOLE ME 2800$ THEY MADE FAKE TRUCK DRIVING SCHOOL IN BRAMPTON AND STEAL MONEY FROM PEOPLE ,THE CANADIAN GOVERNMENT HAS SHUTDOWN SOME OF THESE FAKE INDIAN TRUCK DRIVING …
MOST INDIANS ARE SCAMMERS THEY HAVE SCAMMED STOLE ME 2800$ THEY MADE FAKE TRUCK DRIVING SCHOOL IN BRAMPTON AND STEAL MONEY FROM PEOPLE ,THE CANADIAN GOVERNMENT HAS SHUTDOWN SOME OF THESE FAKE INDIAN TRUCK DRIVING SCHOOL,BUT THESE SCHOOL DON'T GIVE BACK MONEY TO THE STUDENT,THEY ALSO DRIVE BAD TO SCAM AND STEAL MONEY FROM INSURANCE COMPAGNIES
Identity Attack0.60238177
Insult0.58196646
Profanity0.2659699
Threat0.042985857
Severe Toxicity0.2391185
Moderate 0.68408644 Moderate Con 0.401 Identity Attack Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Muslims are nothing more than a big bag of wind. They also get into groups and attack one person like the cowards that they really are. Just big mouths.
Muslims are nothing more than a big bag of wind. They also get into groups and attack one person like the cowards that they really are. Just big mouths.
Identity Attack0.6106996
Insult0.6370372
Profanity0.34099978
Threat0.13815513
Severe Toxicity0.22513679
Moderate 0.6827122 Low Con 0.23 Identity Attack Insult
Aug 27, 2025 Why Canadians Are Turning Against …
nova scotia has also turned into a little india. I swear I see more indians than any other race in this damned province
nova scotia has also turned into a little india. I swear I see more indians than any other race in this damned province
Identity Attack0.55044734
Insult0.4794537
Profanity0.62717754
Threat0.013217449
Severe Toxicity0.17926651
Moderate 0.6827122 Low Con 0.278 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
its awful. and they are also very disrespectful people. not only that, they ONLY hire within themselves while also receiving special incentives from the government. pathetic.
its awful. and they are also very disrespectful people. not only that, they ONLY hire within themselves while also receiving special incentives from the government. pathetic.
Identity Attack0.030433474
Insult0.71027446
Profanity0.19770569
Threat0.008789998
Severe Toxicity0.021806452
Moderate 0.6827122 Moderate Con 0.343 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion …
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion down anyone throat your suppose to prayer away cause thats your right but tp shove it down and make us a slave to a god i dont believe in? as a first nation on my land. smarten the fuck up and respect the people who allow you to run from the disgraces of your own country you dont want to help but come here to destroy. my bloodline was here first before the whites so i have a right to say what i say. and if i get hate for my free speech then you also dont belong in this country
Identity Attack0.41975367
Insult0.50440645
Profanity0.6069483
Threat0.06593887
Severe Toxicity0.35112193
Moderate 0.6744087 Moderate Con 0.474 Insult Identity_Assertion
Sep 3, 2025 Why Canadians Are Turning Against …
Polish guy was lying you need driving license from that particular region where you going to offer rideshare, plus many more documents to verify identity. Yea all Polish also look alike. Pure bullcrap
Polish guy was lying you need driving license from that particular region where you going to offer rideshare, plus many more documents to verify identity. Yea all Polish also look alike. Pure bullcrap
Identity Attack0.46028158
Insult0.6306599
Profanity0.45706853
Threat0.011482717
Severe Toxicity0.08332442
Moderate 0.6667219 Moderate Con 0.336 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The Indians here in Indiana are buying up all the gas stations and turning them into "smoke shops" and most people avoid their shops...also the apartments they pack them in, live with cockroaches and do …
The Indians here in Indiana are buying up all the gas stations and turning them into "smoke shops" and most people avoid their shops...also the apartments they pack them in, live with cockroaches and do not clean and are just dumb people.
Identity Attack0.50515765
Insult0.6831271
Profanity0.3320008
Threat0.011405042
Severe Toxicity0.027833538
Moderate 0.6667219 Moderate Con 0.388 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
in that sense, all the colonies, especially from west, were also a shit hole and that's why they came to other parts of the world!
in that sense, all the colonies, especially from west, were also a shit hole and that's why they came to other parts of the world!
Identity Attack0.3857254
Insult0.5015486
Profanity0.6750904
Threat0.01086132
Severe Toxicity0.16960317
Moderate 0.65996873 Moderate Con 0.401 Insult Comparative_Framing
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
ALL ILLEGALS MUST GO. The 3rd world country that they come from is what Canada is also going to become & the Liberals are too stupid to realize this fact, which is why Canada is …
ALL ILLEGALS MUST GO. The 3rd world country that they come from is what Canada is also going to become & the Liberals are too stupid to realize this fact, which is why Canada is atm stuck with Carney. Even our conservative policies aren't tough enough ... not to affect immediate real change.
Identity Attack0.44690517
Insult0.6798578
Profanity0.26586622
Threat0.016292779
Severe Toxicity0.023599008
Moderate 0.65996873 Moderate Con 0.317 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Identity Attack0.43896464
Insult0.6798578
Profanity0.24818924
Threat0.010239923
Severe Toxicity0.02514347
Moderate 0.6588125 Low Con 0.209 Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Come to Australia, our Australia Day holiday is also india day… they need to fk back off to their own country !!!
Come to Australia, our Australia Day holiday is also india day… they need to fk back off to their own country !!!
Identity Attack0.58743036
Insult0.489133
Profanity0.5013569
Threat0.04718852
Severe Toxicity0.34927294
Moderate 0.6588125 Low Con 0.226 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
So many cucks bro. Im born here and yeah it sucks so many of my ppl came here but they are getting deprorted and many are going home. It was good for ppl here for …
So many cucks bro. Im born here and yeah it sucks so many of my ppl came here but they are getting deprorted and many are going home. It was good for ppl here for a long time until the new ppl started showing up. Aside from that these videos make ppl who lived here for generations also look bad. A sikh solider on 1 stamp and everyone started freaking out without knowing context. Everyday i see ppl blaming the action of 1 person on everyone, culture, and etc. I see ppl actively lying and many ppl actaully believing in jt. These ppl highlight only the bad as the biggest picture leaving out the actual story.
Identity Attack0.40713623
Insult0.5270482
Profanity0.55356324
Threat0.045895394
Severe Toxicity0.35058254
Moderate 0.6544696 Constructive 0.59 Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.