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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: Tox: 0.5 – 1 4,704 comments · Page 166 of 189
Yep to many migrants coming over talking about “their hometown” we don’t want em. We aren’t racist we just don’t support a communist/useless government criminal gang.
Yep to many migrants coming over talking about “their hometown” we don’t want em. We aren’t racist we just don’t support a communist/useless government criminal gang.
Identity Attack0.42615733
Insult0.5678696
Profanity0.10549548
Threat0.009411395
Severe Toxicity0.020902663
Moderate 0.52007306 Moderate Con 0.375 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Dear CBSA. Just do exactly the ICE is doing down there and we are good. Kick them all
Dear CBSA. Just do exactly the ICE is doing down there and we are good. Kick them all
Identity Attack0.07177465
Insult0.15414265
Profanity0.18417911
Threat0.6094174
Severe Toxicity0.13863131
Moderate 0.52007306 Moderate Con 0.312 Threat Call_To_Action
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
08:44 I never made this realization until now. I always had a hard time concieving how many car/truck accidents are caused by Indian foreigners. This actually makes alot of sense. WTF
08:44 I never made this realization until now. I always had a hard time concieving how many car/truck accidents are caused by Indian foreigners. This actually makes alot of sense. WTF
Identity Attack0.4911651
Insult0.34392178
Profanity0.45190978
Threat0.030623792
Severe Toxicity0.09912638
Moderate 0.52007306 Constructive 0.503
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
India always destroys the world order of life😢
India always destroys the world order of life😢
Identity Attack0.5689151
Insult0.36798462
Profanity0.20592089
Threat0.13815513
Severe Toxicity0.18538254
Moderate 0.52007306 Low Con 0.196 Identity Attack Fear_Threat
Feb 11, 2026 Inside Canada's Indian Invasion...
As a Indian born citizen of The USA. I love my country The United States of America. I support this content expose them Indians who are ungrateful and rape there country God bless The USA …
As a Indian born citizen of The USA. I love my country The United States of America. I support this content expose them Indians who are ungrateful and rape there country God bless The USA and Nothern Usa aka Canada.
Identity Attack0.56711763
Insult0.43450394
Profanity0.33453682
Threat0.44942492
Severe Toxicity0.3247677
Moderate 0.52007306 Constructive 0.505 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Why are Indians flooding into every western country? They need to sort out their own country rather than being cuckoos in other countries.
Why are Indians flooding into every western country? They need to sort out their own country rather than being cuckoos in other countries.
Identity Attack0.55044734
Insult0.50440645
Profanity0.36230123
Threat0.018019408
Severe Toxicity0.16960317
Moderate 0.52007306 Low Con 0.192 Identity Attack Insult Identity_Assertion
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
"they cant even be a cashier" omfg white racist guy on the bike is not so off on that one lmao. I work retail and I had to train an indian woman who had been …
"they cant even be a cashier" omfg white racist guy on the bike is not so off on that one lmao. I work retail and I had to train an indian woman who had been living in canada for over a year atp and months into her working with me I had to teach her that a dollar had 100 cents in it.. I have no idea how she managed to live here for so long or why tf my manager even hired her
Identity Attack0.49584505
Insult0.47384647
Profanity0.39409557
Threat0.011715741
Severe Toxicity0.04666401
Moderate 0.52007306 Constructive 0.62 Personal_Narrative
Feb 4, 2026 Inside Canada's Indian Invasion...
Indian is alway good but american are bad and double standard man
Indian is alway good but american are bad and double standard man
Identity Attack0.58743036
Insult0.4339631
Profanity0.22429734
Threat0.011042561
Severe Toxicity0.04397394
Moderate 0.52007306 Low Con 0.259 Identity Attack Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
The guy who said Motherland Punjab not india is a person in right mind as no person in his right mind will say Motherland India except 1 billion poop eating cultist.😂
The guy who said Motherland Punjab not india is a person in right mind as no person in his right mind will say Motherland India except 1 billion poop eating cultist.😂
Identity Attack0.46028158
Insult0.5015486
Profanity0.42990944
Threat0.09929679
Severe Toxicity0.2281948
Moderate 0.52007306 Low Con 0.233 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Bruhh as an international student here in Canada who actually came here to develop a career and find a successful path, I'm honestly terrified of other immigrants who do stupid things without any repercussions because …
Bruhh as an international student here in Canada who actually came here to develop a career and find a successful path, I'm honestly terrified of other immigrants who do stupid things without any repercussions because they do all the fk ups and people actually came here to have a good career and life get marginalized and targeted. It's a very terrifying situation rn.
Identity Attack0.39207554
Insult0.54471385
Profanity0.4001375
Threat0.010654188
Severe Toxicity0.023364257
Moderate 0.52007306 Constructive 0.692 Insult Personal_Narrative
Sep 11, 2025 4 likes Why Canadians Are Turning Against …
All whites are immigrants too, by killing native without any doubt, now a days in whites are native, later some other?????????? Don't cry.
All whites are immigrants too, by killing native without any doubt, now a days in whites are native, later some other?????????? Don't cry.
Identity Attack0.57150364
Insult0.34626248
Profanity0.15195307
Threat0.38897106
Severe Toxicity0.06488878
Moderate 0.52007306 Low Con 0.279 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
I am tired of seeing these douchbags in PG BC 🇨🇦
I am tired of seeing these douchbags in PG BC 🇨🇦
Identity Attack0.21668483
Insult0.5270482
Profanity0.39409557
Threat0.011456826
Severe Toxicity0.052940834
Moderate 0.52007306 Moderate Con 0.331 Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
You're a puppet for scam apps good job. Everyone knows how much money you can make off that garbage. About 25 bucks for probably a hundred hours of gaming. Then you never earn quick enough …
You're a puppet for scam apps good job. Everyone knows how much money you can make off that garbage. About 25 bucks for probably a hundred hours of gaming. Then you never earn quick enough for anything.
Identity Attack0.008953481
Insult0.5678696
Profanity0.22663295
Threat0.007573096
Severe Toxicity0.016125489
Moderate 0.52007306 Low Con 0.287 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are the raciest people
Indians are the raciest people
Identity Attack0.57554024
Insult0.4196762
Profanity0.22792831
Threat0.01187109
Severe Toxicity0.13073033
Moderate 0.52007306 Low Con 0.193 Identity Attack Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
boy ........... this is reverse colonialism ............. if you allow more immigration ............ you are doomed ............ if you dont ........ you are doomed anyway .......... because some of you are lazy and consume substances
boy ........... this is reverse colonialism ............. if you allow more immigration ............ you are doomed ............ if you dont ........ you are doomed anyway .......... because some of you are lazy and consume substances
Identity Attack0.15945168
Insult0.5678696
Profanity0.114160895
Threat0.011638066
Severe Toxicity0.02258113
Moderate 0.52007306 Low Con 0.166 Insult Fear_Threat
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
East Indian Canadians are the most racist people Ive experienced. They seem to hold a real grudge towards first nation Canadians and really seek them out to abuse them.
East Indian Canadians are the most racist people Ive experienced. They seem to hold a real grudge towards first nation Canadians and really seek them out to abuse them.
Identity Attack0.57150364
Insult0.46327567
Profanity0.08904689
Threat0.038911607
Severe Toxicity0.02406851
Moderate 0.52007306 Constructive 0.518 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
the problem is that they come to different countries in order to lead a better life but then don't integrate, complain and turn it into the shithole they left... how can they not expect people …
the problem is that they come to different countries in order to lead a better life but then don't integrate, complain and turn it into the shithole they left... how can they not expect people to get upset???
Identity Attack0.27340925
Insult0.45135358
Profanity0.5013569
Threat0.011146127
Severe Toxicity0.02604016
Moderate 0.52007306 Moderate Con 0.423 Fear_Threat
Nov 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's a two headed monster - on the right, corporate property conglomerates have QUADRUPLED RENTS IN 20 years! on the left - CLOWNS have stopped having children because they hate themselves, and they welcome in …
It's a two headed monster - on the right, corporate property conglomerates have QUADRUPLED RENTS IN 20 years! on the left - CLOWNS have stopped having children because they hate themselves, and they welcome in invaders from other countries that are already overpopulated. The West is done until this two-headed snake is stopped, and in some countries, like Canada, it's probably already too late. Too bad, Canada used to have the hottest women.
Identity Attack0.2781757
Insult0.5723624
Profanity0.18417911
Threat0.010602405
Severe Toxicity0.023076924
Moderate 0.52007306 Low Con 0.279 Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Liberals ruined this country. No going back folks and we can thank Trudeau and his special interest groups. We are focked.
Liberals ruined this country. No going back folks and we can thank Trudeau and his special interest groups. We are focked.
Identity Attack0.20680901
Insult0.4710501
Profanity0.46460027
Threat0.012181788
Severe Toxicity0.023364257
Moderate 0.52007306 Low Con 0.269 Policy_Critique
Jan 6, 2026 2 likes New rules, regulations take effect …
Cancel all the permit and restart.. Incompetent people...fire them all
Cancel all the permit and restart.. Incompetent people...fire them all
Identity Attack0.04667538
Insult0.5239335
Profanity0.10240069
Threat0.44457343
Severe Toxicity0.023076924
Moderate 0.52007306 Low Con 0.099 Insult
Sep 29, 2025 IRCC Names India in Study …
This video was a hitjob to target indians
This video was a hitjob to target indians
Identity Attack0.48915586
Insult0.36021477
Profanity0.38845423
Threat0.11616269
Severe Toxicity0.16960317
Moderate 0.52007306 Low Con 0.193
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Holyshit dude
Holyshit dude
Identity Attack0.016259583
Insult0.33154017
Profanity0.8089582
Threat0.008712323
Severe Toxicity0.09649272
Moderate 0.52007306 Moderate Con 0.428 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
they’re legally here canadian government allows it why do you care ? can’t hide the fact ur a racist
they’re legally here canadian government allows it why do you care ? can’t hide the fact ur a racist
Identity Attack0.2823795
Insult0.5177041
Profanity0.11168506
Threat0.008841781
Severe Toxicity0.023076924
Moderate 0.52007306 Low Con 0.192 Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Remigration now. And to all the Africans and the Muslims trying to cozy upto us White folks, because you happen to hate Indians, please understand that you're next on the deportation list.
Remigration now. And to all the Africans and the Muslims trying to cozy upto us White folks, because you happen to hate Indians, please understand that you're next on the deportation list.
Identity Attack0.6007182
Insult0.37506318
Profanity0.18786818
Threat0.13279422
Severe Toxicity0.05025077
Moderate 0.52007306 Low Con 0.259 Identity Attack Identity_Assertion
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Deport scammer india
Deport scammer india
Identity Attack0.55044734
Insult0.5130944
Profanity0.33434898
Threat0.2836219
Severe Toxicity0.3247677
Moderate 0.52007306 Low Con 0.222 Identity Attack Insult Call_To_Action
Feb 25, 2026 1 likes 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.