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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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Search comment text, filter by category or toxicity level
Active: Tox: 0.7 – 1 1,756 comments · Page 69 of 71
Canadians are to soft thats why they are elbows down ass up!.
Canadians are to soft thats why they are elbows down ass up!.
Identity Attack0.49032792
Insult0.5678696
Profanity0.541926
Threat0.030969119
Severe Toxicity0.16960317
Toxic 0.71760553 Low Con 0.2 Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Dumb ahh white cucks from Europe to Americas, speed running their own extinction 😂
Dumb ahh white cucks from Europe to Americas, speed running their own extinction 😂
Identity Attack0.6007182
Insult0.6308392
Profanity0.48510036
Threat0.13532294
Severe Toxicity0.3532795
Toxic 0.71760553 Low Con 0.119 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
We must face it, whites are cucks, at this point there's no denying
We must face it, whites are cucks, at this point there's no denying
Identity Attack0.6649212
Insult0.6120431
Profanity0.49259362
Threat0.05753354
Severe Toxicity0.2847981
Toxic 0.71760553 Low Con 0.149 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in …
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in front of families, on the beaches, on toilet seats, don’t flush or wash their hands or themselves, they stank up any place they’re in, they’re starting to form clans and sh**ting up neighbourhoods, these are just facts! We are sick and tired of imported low wage labourers taking f’n jobs so that corps can maximize profit! NEVER believe them when they lie and tell you “it’s because the citizens don’t want the jobs”, that’s a load a BS!! White dude on the bike is based af and spitting facts! Deport 70% of them and put a moratorium on immigration NOW!
Identity Attack0.57150364
Insult0.6120431
Profanity0.6242122
Threat0.09623027
Severe Toxicity0.38274905
Toxic 0.71760553 Constructive 0.615 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This whole they dont speak english thing is crap they choose to do it so they can play stupid. Another thing why are we allowing "them " to take driving test in any language besides …
This whole they dont speak english thing is crap they choose to do it so they can play stupid. Another thing why are we allowing "them " to take driving test in any language besides english or french
Identity Attack0.14875233
Insult0.6099415
Profanity0.542788
Threat0.010654188
Severe Toxicity0.14389864
Toxic 0.71760553 Low Con 0.253 Insult Identity_Assertion
Sep 7, 2025 Why Canadians Are Turning Against …
Krishna is a rapist cement collections cash collections who raped 16008 all age women
Krishna is a rapist cement collections cash collections who raped 16008 all age women
Identity Attack0.44690517
Insult0.6308392
Profanity0.46460027
Threat0.4339666
Severe Toxicity0.45895407
Toxic 0.71760553 Low Con 0.228 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
4:56 what an smart this guy is. first a generalization that all hindus eat poop is racist and low iq (if he wants to bring up iq) and what about indian muslims/christians? they are more …
4:56 what an smart this guy is. first a generalization that all hindus eat poop is racist and low iq (if he wants to bring up iq) and what about indian muslims/christians? they are more hygenic and does this guy just reject thim cause of their color? muslims and arabs literally are cleaner than most whites. we dont walk with crusty bits of poop in our butt we clean it with a bidet
Identity Attack0.5707127
Insult0.5130944
Profanity0.541926
Threat0.13815513
Severe Toxicity0.35368225
Toxic 0.71760553 Moderate Con 0.391 Identity Attack Insult Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
This is such bull. Country for losers.
This is such bull. Country for losers.
Identity Attack0.36702603
Insult0.7065844
Profanity0.28938356
Threat0.0091524795
Severe Toxicity0.02416241
Toxic 0.71760553 Low Con 0.117 Insult Identity_Assertion
Jun 10, 2025 Canadian Citizenship Test 2025 – …
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
Identity Attack0.7426507
Insult0.42167732
Profanity0.26735115
Threat0.07323132
Severe Toxicity0.3529199
Toxic 0.71760553 Moderate Con 0.325 Identity Attack Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Holy crap do the Whites ever stop complaining? Its like their whole culture.
Holy crap do the Whites ever stop complaining? Its like their whole culture.
Identity Attack0.60238177
Insult0.5130944
Profanity0.61633086
Threat0.01750142
Severe Toxicity0.20678867
Toxic 0.71760553 Low Con 0.194 Identity Attack Insult Humor_Satire
Sep 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I prefer Indians over your pedos and perverts
I prefer Indians over your pedos and perverts
Identity Attack0.55044734
Insult0.6308392
Profanity0.44431314
Threat0.05203775
Severe Toxicity0.34942797
Toxic 0.71760553 Low Con 0.23 Identity Attack Insult Identity_Assertion
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Indians are recognized as the highest-earning or wealthiest ethnic group in the United States, the United Kingdom, and Germany, driven by high representation in STEM, medicine, and management roles. Their success is attributed to high …
Indians are recognized as the highest-earning or wealthiest ethnic group in the United States, the United Kingdom, and Germany, driven by high representation in STEM, medicine, and management roles. Their success is attributed to high education levels, strong professional skills, "cannada" allowed the uneducated khalistani, criminal and retarded ones who cant speak basic english shame on tyler olivera for the video thumbnail fu*k you rascist bastard you upload videos the the same platform whose ceo is indian when a country is failing the easiest thing to do is throw a minority group under the bus and put all the blame on them thats what the nazis did thats what trump is doing thats what you are on your way to become 😊 cannada imported the criminals and idiots the indian foreign minister warned the cannadian govt already but the govt policy sucks so yeah to the hell with that
Identity Attack0.6007182
Insult0.6336687
Profanity0.6001929
Threat0.13717735
Severe Toxicity0.45895407
Toxic 0.71760553 Moderate Con 0.335 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
0:13 se who is talking about hygiene . Those Who don’t even know how to wash their ass 😂
0:13 se who is talking about hygiene . Those Who don’t even know how to wash their ass 😂
Identity Attack0.068465814
Insult0.34782293
Profanity0.5188411
Threat0.05559385
Severe Toxicity0.16960317
Toxic 0.71760553 Low Con 0.17 Humor_Satire
Feb 4, 2026 3 likes Inside Canada's Indian Invasion...
I am senior, I have figured out a way to stop paying income tax, so I don't care what they spend your tax dollars on, Canadians are a bunch of fools!! And you voted for …
I am senior, I have figured out a way to stop paying income tax, so I don't care what they spend your tax dollars on, Canadians are a bunch of fools!! And you voted for Trudope, serves you right!!
Identity Attack0.5135796
Insult0.7218519
Profanity0.21132572
Threat0.009592636
Severe Toxicity0.024866661
Toxic 0.71760553 Moderate Con 0.398 Identity Attack Insult
May 8, 2018 How much do refugees and …
Why the hell White racists feel this way. It's like only Whites allowed?
Why the hell White racists feel this way. It's like only Whites allowed?
Identity Attack0.6649212
Insult0.5130944
Profanity0.5188411
Threat0.019228047
Severe Toxicity0.23224801
Toxic 0.71760553 Moderate Con 0.315 Identity Attack Insult Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
A Liberal amount of stupidity will garner disastrous consequences
A Liberal amount of stupidity will garner disastrous consequences
Identity Attack0.32476485
Insult0.68668073
Profanity0.39409557
Threat0.012026439
Severe Toxicity0.023076924
Toxic 0.71760553 Low Con 0.131 Insult Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Remember, it is Indians that spread disinformation about Muslims that they will not integrate to society and somehow destroyed from within. All these fake accounts on X and Instagram come from India. They make pro …
Remember, it is Indians that spread disinformation about Muslims that they will not integrate to society and somehow destroyed from within. All these fake accounts on X and Instagram come from India. They make pro is Israeli content. However, when you look at Indians in Canada, look how they transformed a robust city into a shit hole.
Identity Attack0.6007182
Insult0.5935568
Profanity0.59166485
Threat0.033386398
Severe Toxicity0.18232453
Toxic 0.71760553 Moderate Con 0.44 Identity Attack Insult Unverified_Claim
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Truck driver here, keep these mf out of my profession and idc. You do U-turns on busy highways and kill people, you deserve to be thrown in a pit
Truck driver here, keep these mf out of my profession and idc. You do U-turns on busy highways and kill people, you deserve to be thrown in a pit
Identity Attack0.11976352
Insult0.5130944
Profanity0.40783462
Threat0.5960661
Severe Toxicity0.35022295
Toxic 0.71760553 Low Con 0.279 Insult Threat Fear_Threat
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
LOL.. Who is speaking?. U European monsters, wipped out natives from Australia, Newzeland, CANADA, USA.. All around the globe. U guys did massive genocide, now talking about Invasion of Canada by Indians !!!!!! Murderer Europeans..
LOL.. Who is speaking?. U European monsters, wipped out natives from Australia, Newzeland, CANADA, USA.. All around the globe. U guys did massive genocide, now talking about Invasion of Canada by Indians !!!!!! Murderer Europeans..
Identity Attack0.6649212
Insult0.6261769
Profanity0.27747265
Threat0.2836219
Severe Toxicity0.34981552
Toxic 0.71760553 Low Con 0.266 Identity Attack Insult Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your …
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your Government to screw you, destroy Canada, and make Canada the national joke on the World stage. Talk about a lesson in self destruction, just look at the people you interview, they are all weak, Liberal pushovers. And now in pure Canadian tradition, they whine and complain.
Identity Attack0.5135796
Insult0.71120167
Profanity0.39026237
Threat0.030278467
Severe Toxicity0.16960317
Toxic 0.71760553 Moderate Con 0.301 Identity Attack Insult Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Identity Attack0.27991617
Insult0.7218519
Profanity0.29209393
Threat0.051067904
Severe Toxicity0.023076924
Toxic 0.71760553 Low Con 0.24 Insult Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
We’re included because we’ve allowed a complete invasion of Canada. This country is a dump now
We’re included because we’ve allowed a complete invasion of Canada. This country is a dump now
Identity Attack0.08631197
Insult0.49050716
Profanity0.044978045
Threat0.0042478936
Severe Toxicity0.00005283969
Toxic 0.71330714 Fear_Threat
Dec 14, 2025
It only took ONE BASTARD name Trudeau to destroy a beautiful country called Canada
It only took ONE BASTARD name Trudeau to destroy a beautiful country called Canada
Identity Attack0.28622448
Insult0.6831271
Profanity0.42185885
Threat0.09009721
Severe Toxicity0.16960317
Toxic 0.7105462 Low Con 0.276 Insult Policy_Critique
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Round them up and their accomplices and deport them all. Of course India is number one. Michelle made them look like fools.
Round them up and their accomplices and deport them all. Of course India is number one. Michelle made them look like fools.
Identity Attack0.46028158
Insult0.72756535
Profanity0.27207452
Threat0.13262562
Severe Toxicity0.02491361
Toxic 0.7105462 Low Con 0.139 Insult
Sep 29, 2025 2 likes IRCC Names India in Study …
Ohhhh Canada, plus a corrupt illegal migrant scam that runs deep into the government, 5 million recently unaccounted for in the country illegally. If they were of my genetic home of France I'd be even …
Ohhhh Canada,  plus a corrupt illegal migrant scam that runs deep into the government,  5 million recently unaccounted for in the country illegally. If they were of my  genetic home of France I'd be even more pissed because I could say something without being called a fucking racist. Adding an average if 70'000 to the 1.5 million city we live in 5 YEARS IN A ROW IS SIMPLE FUCKING ECONOMICS. In my neighborhood in 9 months 7 houses have burnt down, the same workers with different shell names come in and built the same 8 plex where a SINGLE HOME STOOD, they ONLY move in people from THEIR home country, they buy up business and ONLY hire people from their country. And THOSE ARE THE ONES WHO COME HERE LEGALLY from the same country that make up 90% the unaccounted 5 million in the education visas scam and other scams. I have evidence of so much, so so much.
Identity Attack0.55044734
Insult0.6120431
Profanity0.5722072
Threat0.0824309
Severe Toxicity0.35368225
Toxic 0.7105462 Constructive 0.61 Identity Attack Insult Unverified_Claim
Aug 10, 2025 How Canada broke its immigration …

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.