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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: Tox: 0.5 – 1 4,704 comments · Page 184 of 189
It's not lack of their skills, it's just lack of their attention 🤣 Attention is part of critical driving skill, but hey, they're indians - always excuses 💩
It's not lack of their skills, it's just lack of their attention 🤣 Attention is part of critical driving skill, but hey, they're indians - always excuses 💩
Identity Attack0.5485698
Insult0.4339631
Profanity0.29209393
Threat0.012751401
Severe Toxicity0.06225512
Moderate 0.50759226 Low Con 0.199 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Listen to the white guy talking about working hard How did this all start because back in the early days white Canadians sat on their backside getting welfare because they didn’t want to work Trudeaus …
Listen to the white guy talking about working hard How did this all start because back in the early days white Canadians sat on their backside getting welfare because they didn’t want to work Trudeaus father would say back then how lazy the Canadians were they wouldn’t work but drink and take drugs My father would rent property to lazy white men that would pretend to be good people but were lazy lying nasty people so watch your words Blame the government don’t attack the people because you people were worse back in the early times
Identity Attack0.5124616
Insult0.5130944
Profanity0.12220735
Threat0.022853967
Severe Toxicity0.023176458
Moderate 0.50759226 Moderate Con 0.482 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Finally, someone who has the balls to speak the truth. Thank you.
Finally, someone who has the balls to speak the truth. Thank you.
Identity Attack0.010729378
Insult0.31740165
Profanity0.43272525
Threat0.010110466
Severe Toxicity0.02296847
Moderate 0.50759226 Moderate Con 0.431
Aug 29, 2025 Why Canadians Are Turning Against …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of these people pay taxes,almost everyone seen in the video works,and last I checked even blue collar workers pay taxes,from an uber eats driver to the nurse These people come here legally paying double and triple in fees,they're not illegal immigrants like many in USA The church was sold willingly for money and then the temple was built,all temples pay property taxes and were bought with money No one wants to talk about diploma mills willingly giving admissions to the students The people welcomed the youtuber with open arms,explained things,gave answers and a lot of food Some things need improvement I totally agree like Indians need to maintain cleanliness and integrate but overall what a piece of propaganda this video is,people in comments literally ignoring how welcoming the people were to this youtuber That guy is totally right,people don't really face racism irl Anyways I am glad people irl are not like people online,I love Canada and always will and I'm proud of how welcoming and open Canada is 🇨🇦❤️
Identity Attack0.24293575
Insult0.53014356
Profanity0.16496858
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.50759226 Constructive 0.817 Insult Policy_Critique
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Shut up Ford you helped break it.?
Shut up Ford you helped break it.?
Identity Attack0.019877186
Insult0.5130944
Profanity0.22673377
Threat0.04686524
Severe Toxicity0.023076924
Moderate 0.50759226 Low Con 0.125 Insult Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
the funniest part about is indians is that even THEY hate the sight of other indians....like why should the rest of us want to live with you lmao
the funniest part about is indians is that even THEY hate the sight of other indians....like why should the rest of us want to live with you lmao
Identity Attack0.5075293
Insult0.3388922
Profanity0.24910301
Threat0.014393489
Severe Toxicity0.051147457
Moderate 0.50759226 Moderate Con 0.334 Identity Attack Identity_Assertion
Feb 25, 2026 Inside Canada's Indian Invasion...
Christian destroy every where like small tribes and captured land
Christian destroy every where like small tribes and captured land
Identity Attack0.56711763
Insult0.26957804
Profanity0.20375896
Threat0.13815513
Severe Toxicity0.07542343
Moderate 0.50759226 Low Con 0.228 Identity Attack Moral_Argument
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
disgusting....
disgusting....
Identity Attack0.0091384705
Insult0.5393265
Profanity0.11911256
Threat0.008272167
Severe Toxicity0.015802706
Moderate 0.50759226 Moderate Con 0.399 Insult
Sep 18, 2025 43 likes Inside Canada's Indian Metropolis (Brampton)
Yeah. Read ur say to us. When you have to say you're not racist 14 times... You're racist.
Yeah. Read ur say to us. When you have to say you're not racist 14 times... You're racist.
Identity Attack0.2877625
Insult0.5130944
Profanity0.094542764
Threat0.008013252
Severe Toxicity0.02116089
Moderate 0.50759226 Low Con 0.217 Insult Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
There's nothing we can do now, it's too late, you let them in. Who will pay to kick them out? I'm tired of the garbage they leave behind. East Indian people are not in the …
There's nothing we can do now, it's too late, you let them in. Who will pay to kick them out? I'm tired of the garbage they leave behind. East Indian people are not in the good books right now
Identity Attack0.5135796
Insult0.45758462
Profanity0.2847897
Threat0.34804323
Severe Toxicity0.08859174
Moderate 0.50759226 Moderate Con 0.456 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
The hatred for black people with the white guy on the bike is astonishing to me 😂
The hatred for black people with the white guy on the bike is astonishing to me 😂
Identity Attack0.56711763
Insult0.30326313
Profanity0.2263305
Threat0.019746035
Severe Toxicity0.024350211
Moderate 0.50759226 Low Con 0.288 Identity Attack Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
0:51 that family froze to death
0:51 that family froze to death
Identity Attack0.11280017
Insult0.1823172
Profanity0.2661081
Threat0.48207104
Severe Toxicity0.16960317
Moderate 0.50759226 Moderate Con 0.338 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
This is totally AI generated lmfao 🤣 so ridiculous anymore
This is totally AI generated lmfao 🤣 so ridiculous anymore
Identity Attack0.028628819
Insult0.40698266
Profanity0.33317488
Threat0.010214032
Severe Toxicity0.023076924
Moderate 0.50759226 Low Con 0.192 Meta_Commentary
Feb 2, 2026 Canada’s new rules in 2026
Enough is enough, get the fraudulent and dishonest people out of Canada now!
Enough is enough, get the fraudulent and dishonest people out of Canada now!
Identity Attack0.293411
Insult0.5678696
Profanity0.045419596
Threat0.011508608
Severe Toxicity0.018191293
Moderate 0.50759226 Low Con 0.147 Insult
Oct 24, 2025 IRCC Names India in Study …
They legit put up statues of Shiva and shit in Brapton? Looks like natural assimilation into the culture to me, I dunno what you're on about brother. Kumar is as Canadian as the rest of …
They legit put up statues of Shiva and shit in Brapton? Looks like natural assimilation into the culture to me, I dunno what you're on about brother. Kumar is as Canadian as the rest of us, eh?
Identity Attack0.28034934
Insult0.40243408
Profanity0.5365423
Threat0.010058682
Severe Toxicity0.02444411
Moderate 0.50759226 Constructive 0.506 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
subsahariens under 70 iq ? your not talking about tunisians for sure, i wish never meet people like you sir
subsahariens under 70 iq ? your not talking about tunisians for sure, i wish never meet people like you sir
Identity Attack0.5039629
Insult0.45135358
Profanity0.20139475
Threat0.13448004
Severe Toxicity0.055630904
Moderate 0.50759226 Low Con 0.211 Identity Attack Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
Rape is not in African culture??? Jeez this guy needs to travel
Rape is not in African culture??? Jeez this guy needs to travel
Identity Attack0.44690517
Insult0.3388922
Profanity0.32120174
Threat0.27243137
Severe Toxicity0.16960317
Moderate 0.50759226 Low Con 0.209 Unverified_Claim
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
Kick out the Indian students. Conestoga college is the indian production industry
Kick out the Indian students. Conestoga college is the indian production industry
Identity Attack0.55044734
Insult0.17486192
Profanity0.18356428
Threat0.5195707
Severe Toxicity0.15706694
Moderate 0.50759226 Low Con 0.098 Identity Attack Threat
Aug 27, 2025 Why Canadians Are Turning Against …
They are stinks
They are stinks
Identity Attack0.055218685
Insult0.5130944
Profanity0.28938356
Threat0.007909686
Severe Toxicity0.023076924
Moderate 0.50759226 Moderate Con 0.341 Insult Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
4:11 “they don’t seems to be eating poop” because they don’t, it’s just western media who shows Indian like this.
4:11 “they don’t seems to be eating poop” because they don’t, it’s just western media who shows Indian like this.
Identity Attack0.36702603
Insult0.31740165
Profanity0.4163752
Threat0.018192071
Severe Toxicity0.043077253
Moderate 0.50759226 Low Con 0.225 Unverified_Claim
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
those homeless are lazy, on weeds and booze...and they will complaint about migrants
those homeless are lazy, on weeds and booze...and they will complaint about migrants
Identity Attack0.37361985
Insult0.5332045
Profanity0.10982819
Threat0.01086132
Severe Toxicity0.021419114
Moderate 0.50759226 Moderate Con 0.316 Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Should have MASS DEPORTATIONS STARTING NOW GET EM OUT THEY ARE VERY ANNOYING 🙏🇬🇧🇮🇱🇦🇺🏴󠁧󠁢󠁥󠁮󠁧󠁿🇺🇸🇨🇮🇳🇿🏴󠁧󠁢󠁳󠁣󠁴󠁿🇯🇵🏴󠁧󠁢󠁷󠁬󠁳󠁿🇨🇦
Should have MASS DEPORTATIONS STARTING NOW GET EM OUT THEY ARE VERY ANNOYING 🙏🇬🇧🇮🇱🇦🇺🏴󠁧󠁢󠁥󠁮󠁧󠁿🇺🇸🇨🇮🇳🇿🏴󠁧󠁢󠁳󠁣󠁴󠁿🇯🇵🏴󠁧󠁢󠁷󠁬󠁳󠁿🇨🇦
Identity Attack0.46028158
Insult0.40243408
Profanity0.17101645
Threat0.28031203
Severe Toxicity0.14389864
Moderate 0.50759226 Moderate Con 0.422 Call_To_Action
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
White people crack down on sex offenders only to replace themselves with people that do not😂
White people crack down on sex offenders only to replace themselves with people that do not😂
Identity Attack0.5135796
Insult0.34392178
Profanity0.2687007
Threat0.051067904
Severe Toxicity0.02378681
Moderate 0.50759226 Low Con 0.163 Identity Attack Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
And they wonder why India is so filthy, I've even seen them throw trash on the ground while they're walking and I pick up the garbage and tell them put this in the garbage this …
And they wonder why India is so filthy, I've even seen them throw trash on the ground while they're walking and I pick up the garbage and tell them put this in the garbage this is not your dumping Ground.
Identity Attack0.48915586
Insult0.46625584
Profanity0.29209393
Threat0.039602257
Severe Toxicity0.05832097
Moderate 0.50759226 Constructive 0.548 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
World deserve more indians and more smelly trains at morning <3 <3 <3
World deserve more indians and more smelly trains at morning <3 <3 <3
Identity Attack0.5485698
Insult0.40420914
Profanity0.2600683
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.50759226 Moderate Con 0.333 Identity Attack Humor_Satire
Jan 27, 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.