Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Is it stinky" 24 comments
I live in fucking Brampton these people are animals, dirty stinky and rude. We don’t need these people
I live in fucking Brampton these people are animals, dirty stinky and rude. We don’t need these people
Identity Attack0.5135796
Insult0.72756535
Profanity0.7888968
Threat0.07399795
Severe Toxicity0.48355904
Toxic 0.9209984 Moderate Con 0.401 Identity Attack Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
SEND THE STINKY FUCKERS BACK
SEND THE STINKY FUCKERS BACK
Identity Attack0.24150419
Insult0.71120167
Profanity0.8690192
Threat0.13815513
Severe Toxicity0.45895407
Toxic 0.91625386 Low Con 0.123 Insult
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
these disgusting stinky Indians should be deported from this country. it was a clean country before but now stinky disgusting Indians ruined it
these disgusting stinky Indians should be deported from this country. it was a clean country before but now stinky disgusting Indians ruined it
Identity Attack0.8182097
Insult0.7775208
Profanity0.46460027
Threat0.19862294
Severe Toxicity0.47886345
Toxic 0.88599813 Low Con 0.265 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Stinky mfers all over now like why the fu ck do you smell so bad i shouldn't be able to smell you from 20 feet away
Stinky mfers all over now like why the fu ck do you smell so bad i shouldn't be able to smell you from 20 feet away
Identity Attack0.1444726
Insult0.5723624
Profanity0.7181329
Threat0.1284288
Severe Toxicity0.4561839
Toxic 0.85333383 Moderate Con 0.301 Insult
Sep 12, 2025 Why Canadians Are Turning Against …
Chase those dirty stinky indians from Canada
Chase those dirty stinky indians from Canada
Identity Attack0.7895903
Insult0.7298119
Profanity0.39409557
Threat0.13346854
Severe Toxicity0.35368225
Toxic 0.8403191 Low Con 0.279 Identity Attack Insult Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This is why I moved out of Toronto, I live now all Christian, all White and all Conservative little town about 100km north of Toronto, what the hell with Toronto, only time I go to …
This is why I moved out of Toronto, I live now all Christian, all White and all Conservative little town about 100km north of Toronto, what the hell with Toronto, only time I go to Toronto when I've got doctor appointments, any other times TO and it's stinky immigrants can kiss my ass
Identity Attack0.55044734
Insult0.57787937
Profanity0.6528205
Threat0.04686524
Severe Toxicity0.35220072
Toxic 0.83334327 Moderate Con 0.486 Identity Attack Insult Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
A Scam which Canada was a stupid Victim!🥲😤🇨🇦🍁..They are very aggressive,no English,stinky.
A Scam which Canada was a stupid Victim!🥲😤🇨🇦🍁..They are very aggressive,no English,stinky.
Identity Attack0.46028158
Insult0.7782364
Profanity0.29209393
Threat0.012492486
Severe Toxicity0.13863131
Toxic 0.78207105 Moderate Con 0.34 Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is full of wetards ,that is why they are getting invaded by stinky Indians
Canada is full of wetards ,that is why they are getting invaded by stinky Indians
Identity Attack0.7207808
Insult0.67254376
Profanity0.39409557
Threat0.023544617
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.139 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
GO HOME YOU STINKY JOB THIEVES!! You all are making our country a dirty mess we no longer want you here
GO HOME YOU STINKY JOB THIEVES!! You all are making our country a dirty mess we no longer want you here
Identity Attack0.3857254
Insult0.71551245
Profanity0.32658687
Threat0.03235042
Severe Toxicity0.23224287
Toxic 0.75208336 Low Con 0.234 Insult Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
I bet it smells in Brampton. A stinky, dirty people.
I bet it smells in Brampton. A stinky, dirty people.
Identity Attack0.3817989
Insult0.7298119
Profanity0.26098207
Threat0.009126588
Severe Toxicity0.03680043
Toxic 0.73663366 Low Con 0.274 Insult Unverified_Claim
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
2.8 million stinky indians need to go home.
2.8 million stinky indians need to go home.
Identity Attack0.7028837
Insult0.57787937
Profanity0.33954415
Threat0.061736204
Severe Toxicity0.34942797
Toxic 0.718943 Low Con 0.084 Identity Attack Insult
Jan 17, 2026 2.9 million Canadian temporary visas …
Canadians are not against immigrants; we are just against the parasite, scammer and stinky kind.
Canadians are not against immigrants; we are just against the parasite, scammer and stinky kind.
Identity Attack0.38826546
Insult0.72868866
Profanity0.21673056
Threat0.009825659
Severe Toxicity0.024725812
Toxic 0.7105462 Moderate Con 0.323 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only …
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only way to save Canada, America, Europe, and western countries is mass deportation and shut the borders! Most of us don't want your stinky invaders here nor your bullsh*t non assimilating cultures! GTFO!
Identity Attack0.57957685
Insult0.6308392
Profanity0.5013569
Threat0.13815513
Severe Toxicity0.23225145
Moderate 0.6863638 Low Con 0.266 Identity Attack Insult Unverified_Claim
Feb 20, 2026 Inside Canada's Indian Invasion...
Bie I will block you. u just cant take stinky indians serious man haha 😂😂 last place on earth id visit!!
Bie I will block you. u just cant take stinky indians serious man haha 😂😂 last place on earth id visit!!
Identity Attack0.6007182
Insult0.5739874
Profanity0.36230123
Threat0.13815513
Severe Toxicity0.33047765
Moderate 0.6852916 Low Con 0.265 Identity Attack Insult Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
8:09 it aint a beautiful place it's a disgusting stinky place🤣🤣
8:09 it aint a beautiful place it's a disgusting stinky place🤣🤣
Identity Attack0.0775651
Insult0.4747285
Profanity0.33434898
Threat0.012337137
Severe Toxicity0.1465323
Moderate 0.6491204 Moderate Con 0.305 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
id rather live in a black neigbourhood then a poopjeet stinky neighbourhood
id rather live in a black neigbourhood then a poopjeet stinky neighbourhood
Identity Attack0.57150364
Insult0.5130944
Profanity0.40670946
Threat0.012130005
Severe Toxicity0.16960317
Moderate 0.60254884 Low Con 0.262 Identity Attack Insult Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
8:20 that vid with terrible stinky armpits lol
8:20 that vid with terrible stinky armpits lol
Identity Attack0.060675595
Insult0.39297962
Profanity0.2963245
Threat0.02924249
Severe Toxicity0.08859174
Moderate 0.5972042 Low Con 0.298 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
"the black plague" but its also stinky😭
"the black plague" but its also stinky😭
Identity Attack0.55803186
Insult0.5072643
Profanity0.33376193
Threat0.015602129
Severe Toxicity0.16960317
Moderate 0.5921536 Low Con 0.249 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Stinky place.
Stinky place.
Identity Attack0.032753747
Insult0.40243408
Profanity0.12158839
Threat0.007598988
Severe Toxicity0.013736901
Moderate 0.3974717 Moderate Con 0.302
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
stinky
stinky
Identity Attack0.02048012
Insult0.36021477
Profanity0.21997347
Threat0.008181547
Severe Toxicity0.014317908
Moderate 0.38811707 Constructive 0.503
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Stinky stinky
Stinky stinky
Identity Attack0.013445892
Insult0.3388922
Profanity0.23857519
Threat0.0076766624
Severe Toxicity0.022839356
Moderate 0.37751234 Low Con 0.258
Jan 27, 2026 Inside Canada's Indian Invasion...
Is it stinky
Is it stinky
Identity Attack0.008139528
Insult0.21135417
Profanity0.18663849
Threat0.0071717775
Severe Toxicity0.008888245
Moderate 0.32128486 Moderate Con 0.409 Meta_Commentary
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's …
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's appalling to see how our beautiful first world country is quickly becoming a gutter. The newcomers these days are the privileged ones. All of us need to speak up, especially those of us immigrants who retain our original accents &/ non-white because our white fellow Canadians are accused of being racist whenever they do (though many could learn to be more eloquent. ie. go back to your country does NOT help)! I see it as my Canadian duty to remind "misbehaving" newcomers the reason they left their country in the first place. ie. You chose Canada for a better life, so why try to change it into the one you left? ie. Help me understand your logic? Why not leave your hate & war at the border; just like normal folks won't bring stinky garbage into their new homes. Life is challenging enough when you uprooted to a new country (especially our unforgiving cold Winter). So, just focus on the positive things in your new country & leave all your miseries behind... ie. Learn to adapt & enjoy your new country. Canada is a great country because of the love & effort of those before you, so now you are the beneficiary. Join the legacy by enhancing this beautiful country & its culture, so you can pass on this century old legacy for later newcomers to enjoy, like you do now. What dignity do you have & what kind of life lessons to your children by bullying your culture & religion into Canada at the expense of other Canadians? This will fracture Canada if everyone does that. Do you want this country to become so fractured & terrible that your descendants have to leave for a better country, like you did? Is that what your religion teaches you? Does it state it's perfectly fine to satisfy all your whims & wishes at the expense of others? Are you striving for Canadians to think badly of your race/culture? Are you being a good ambassador to your race/community/culture/religion? Canadians are so friendly & helpful, if you need help, just ask, please don't demand. Learn the language & it's ok to speak broken/pigeon English with gestures to communicate. No one expects you to be an English scholar; you gain respect for trying. Apply some basic Canadians manners, which goes a long way... Please & Thank You, Smile doesn't cost you anything, besides it's good exercise for your facial muscles. I worked my entire career with the public, I very seldom encounter negative feedback when I do the above. If they get nasty, I tell them that's definitely not the Canadian way to make friends & wish them Good Luck! I also make a point in telling the wealthy ones "Tax Avoidance is legal (I'm more than happy to show them), but Tax Evasion is not! Then reminding them....Canada will be bankrupt eventually if everyone don't pay their fair share of taxes. ie. You may not suffer, but your children/grandchildren will. Worst Case scenario, you didn't get the necessary medical care when you most needed it!!! We should lobby for a mandatory course that all newcomers have to take & PASS a test about Canadian culture & expectations. If they fail, no citizenship for sure! But that would be another hornets nest because our parliament will debate over definition of "Canadian Culture" for decades. Welcome to Canada!😂
Identity Attack0.29798782
Insult0.1669316
Profanity0.028776871
Threat0.008039144
Severe Toxicity0.008392334
Low Tox 0.28547668 Constructive 0.831
Sep 12, 2025 Why Canadians Are Turning Against …
Stinky town 😅😅😅😅
Stinky town 😅😅😅😅
Identity Attack0.037394293
Insult0.24928534
Profanity0.17287734
Threat0.0070552654
Severe Toxicity0.019224197
Low Tox 0.28087774 Moderate Con 0.317
Dec 28, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)

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.