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: "I just looked it up. …" 971 comments · Page 1 of 39
That one border patrol that claims he owns americas 😅 Just do you check and quit looking foolish 😅
That one border patrol that claims he owns americas 😅 Just do you check and quit looking foolish 😅
Identity Attack0.0006768458
Insult0.98113143
Profanity0.0015181821
Threat0.00040500314
Severe Toxicity0.000057542293
Toxic 0.9842307 Insult Humor_Satire
Dec 8, 2025
His forehead looks fucked
His forehead looks fucked
Identity Attack0.0045619435
Insult0.5717862
Profanity0.79170376
Threat0.0067785834
Severe Toxicity0.00035174377
Toxic 0.9611059 Insult
Dec 11, 2025
They get a giant statue and all this dumb shit but nowadays look what white people do if it's fucking stupid pray in the middle of work and still get paid bullshit
They get a giant statue and all this dumb shit but nowadays look what white people do if it's fucking stupid pray in the middle of work and still get paid bullshit
Identity Attack0.6106996
Insult0.7090544
Profanity0.902047
Threat0.025098583
Severe Toxicity0.45895407
Toxic 0.95048624 Low Con 0.198 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Africans and secular Muslims are not even comparable to Indians look at el kaide or American movies and please stop your Muslim African racism fuck your white fat hamburger boy McDonald culture you uncultured bastard
Africans and secular Muslims are not even comparable to Indians look at el kaide or American movies and please stop your Muslim African racism fuck your white fat hamburger boy McDonald culture you uncultured bastard
Identity Attack0.82739437
Insult0.8082062
Profanity0.83974665
Threat0.13815513
Severe Toxicity0.61260825
Toxic 0.95048624 Low Con 0.172 Identity Attack Insult Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
This Olivera fuck looks like a mix between a Jew and Chinese south American and talks about rassist shit 🥵
This Olivera fuck looks like a mix between a Jew and Chinese south American and talks about rassist shit 🥵
Identity Attack0.7115778
Insult0.6500014
Profanity0.844891
Threat0.05397744
Severe Toxicity0.5188304
Toxic 0.9391453 Low Con 0.141 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
GOING SET THE PHONE CALLS EACH PLANET ROCK EACH WORLD ONLY NEED CLEAN AND CLEAR GET THE HUMANOIDS AND THEE UP DATED ON THE PHONE TODAY BEEN WORKING ON THIS THY SOURCE ONE SOURCE/ ANY …
GOING SET THE PHONE CALLS EACH PLANET ROCK EACH WORLD ONLY NEED CLEAN AND CLEAR GET THE HUMANOIDS AND THEE UP DATED ON THE PHONE TODAY BEEN WORKING ON THIS THY SOURCE ONE SOURCE/ ANY IN CANADA MAKE THEM CANADIAN AS YOU WAS TOLD TWO US THE PRESTON MANNING PLAN MAKE SURE THE JOB WAITING YOU ARE SKILLED WORKERS AS THE WHITE AND DARK SIN ARE LAZY WANT BIG JOB WITH THEY KNOW HURK AND THE HOE CREW ON TAXES. THIS WAS MOVED AS THE WORKERS START AT THE BOTTOM LEARN THE JOB WORK KNOWING IF THEY IN THE NATION HIS GIVES ALL THE TIME MOVE FORWARD .. THEY KNOW ABOUT MY CLASS EACH WORLD THE CANADIAN EXPERIENCE . IF ANY SAYING THY ALLAH SOURCE TIMOTHY CAMERON DREW DOES KNOW .. YOUR IGNORANCE AS FRAMED THEM SELFS AS ANY WITH MIND FUNCTION THINKING THEY STEALING AS IT ONLY ONE GUY . BUY BY STOOGES ....THIS WHY YOU CANT' READ SAME AS THY CANT WRITE THAT THE PUNK's JOKE ABOUT THY SPELLING WHY PAY ANY THEM HUMP's WRITE SPELL READ THE MINDS OF THEM ARE RUDE STOOGE WITH NOT ANY COMPREHENSION AS LOOK AT ART OF CHINA WRITING LOOK AT MY SPEAKING WAYS WANTS ARABIC AS WORDS NOT IN THE ENG LISH THE REAL TERRORIST THAT THINK THEY BETTER STEALING FROM MY LIFE THY COMPANYS THEN CLAIMS THAT DUMBEST HOE HANDLE HURK's ANY EVER SEEN . THINK TIMOTHY ONLY READ GRADE 5 WHY EVERY NEW PAPER EVER MADE ANY NATION GRADE 5 HURK's OF STEALING PISS ANT's .!!!! SPELLING READING COVERED VIDEO EASY SPEAKING COMPTERS GOT THAT WHY ANY NEED SPIRIT FAT CAT CRIME FAMILY WITH THE R THY TIMOTHY MOUTH THEY HAVE ACTORS AND HOE's WITH MALL COP SUCKER's PROTECTING FOOL's >>>> MOVING FORWARD WITH OUT THE PASSED AS THE JEWISH SAY PASSED OVER ARMY OF REMOVE THIS ISREAL ZOINIST DEVIL FAMILY FRAME BLAME GAME LOOK AT THE USELESS IDIOTs . STARTING FIGHTS WHY THE FAT CAT THINK NO OTHERS COULD WATCH THEM STEALING FROM WHO THE OE FRAMED THE FOOL'S ... THINK YOUR TRAPPED FROM WHAAT YOU DID AND SAID ... WHO CARES ABOUT WHO SAID THAT HUSTLERS THAT TRAPPED YOU FOOL's THAT WHO THEY ARE. YOU LEARN YOU JUST BECOME DUST STONE THAT EASY .... THINK ABOUT THE NATION THAT YOU ARMY KILLED ???? TAX STEALING PAY YOUR ROYAL FOIL DEVIL FAMILY's WHO FAT CATS GOVERNMENTS EXP AND WAGES EARNING RETIREMENT FUND'S ... THE CREW OF CONVICT DEMON SALES ON STOOGE'S YOU LEARN DID THIS ON EVERY FORM YOUR JUST MIND ARE AND OR HAS BEEN LOST IN THEM SELF'S . HAVE JOB GOING FOR THE FUTURE AS AND AS CLEAN AND CLEAR !!!! GET THIS EARTH GARDEN AS HUB HEAR IN CALL ANY HUMAN AND OTHERS FORMS PLANETS ROCK's EACH WORLD . THEY WATCH CALL THE PLANET WITH NEWS OUT LET THEY COULD NOT CALL MESSAGE THEY WANT TALK WRONG PLANET
Identity Attack0.14007242
Insult0.93425286
Profanity0.018247532
Threat0.0069734706
Severe Toxicity0.0021460403
Toxic 0.93778807 Insult Meta_Commentary
Apr 16, 2025
Look What this asshole saying, indians are generally a dirty people, the streets of india is more safe and more clean then your bull shit torento or any other states full with crackheads, gangsters whole …
Look What this asshole saying, indians are generally a dirty people, the streets of india is more safe and more clean then your bull shit torento or any other states full with crackheads, gangsters whole community is drug addict
Identity Attack0.7426507
Insult0.8082062
Profanity0.83974665
Threat0.13566011
Severe Toxicity0.56375664
Toxic 0.93383175 Low Con 0.154 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
These are the same pigs I’ve put a strain on our food banks always looking for a handout these motherfuckers
These are the same pigs I’ve put a strain on our food banks always looking for a handout these motherfuckers
Identity Attack0.1808059
Insult0.7782364
Profanity0.85672
Threat0.05430072
Severe Toxicity0.45077345
Toxic 0.91625386 Moderate Con 0.345 Insult Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Look at their pos restarded country how lawless polluted and corrupted. Fuck their arse Cannada spineless🤬
Look at their pos restarded country how lawless polluted and corrupted. Fuck their arse Cannada spineless🤬
Identity Attack0.58743036
Insult0.7497506
Profanity0.8086746
Threat0.06863153
Severe Toxicity0.50703704
Toxic 0.9061063 Low Con 0.155 Identity Attack Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
15:48 this guy looks indian himself. and its always funny seeing racist eastern europeans. mfs are living example of why hitler fucked em
15:48 this guy looks indian himself. and its always funny seeing racist eastern europeans. mfs are living example of why hitler fucked em
Identity Attack0.6649212
Insult0.6109131
Profanity0.7796426
Threat0.13498579
Severe Toxicity0.45895407
Toxic 0.9061063 Low Con 0.246 Identity Attack Insult Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Look at the loser sucking up to a certain demographic again. He knew his Scientology video wasn’t going to do numbers so went straight to harassing immigrants. Spineless bitch
Look at the loser sucking up to a certain demographic again. He knew his Scientology video wasn’t going to do numbers so went straight to harassing immigrants. Spineless bitch
Identity Attack0.46028158
Insult0.802824
Profanity0.7785769
Threat0.060766358
Severe Toxicity0.4195425
Toxic 0.90451443 Low Con 0.143 Insult Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
For being so fvcking entitled and arrogant! Look at their fvcking faces! They are all the same! 🤮🤢🤮🤮🤢🤢
For being so fvcking entitled and arrogant! Look at their fvcking faces! They are all the same! 🤮🤢🤮🤮🤢🤢
Identity Attack0.12556632
Insult0.71120167
Profanity0.8326356
Threat0.03235042
Severe Toxicity0.45895407
Toxic 0.9029226 Low Con 0.216 Insult Identity_Assertion
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
Look at these clowns . So sh**#*tty and most ridiculous bastards .
Look at these clowns . So sh**#*tty and most ridiculous bastards .
Identity Attack0.1007269
Insult0.8131897
Profanity0.7181329
Threat0.018710058
Severe Toxicity0.35368225
Toxic 0.9029226 Low Con 0.092 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need …
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need immigrants and we need them very badly. We don’t need people believing the bullshit just cause the Internet says sojust look at our birth rate. Look at our older people put the two numbers together and see how much we need more people.
Identity Attack0.46028158
Insult0.6675394
Profanity0.8186401
Threat0.13650303
Severe Toxicity0.50703704
Toxic 0.8988238 Moderate Con 0.379 Insult
Aug 31, 2025 Why Canadians Are Turning Against …
Tyler is a pos and a scumbag. Using words like invasion. He goes around making cultures look goofy. I would love to kick his ass and I prey the day I bump into him
Tyler is a pos and a scumbag. Using words like invasion. He goes around making cultures look goofy. I would love to kick his ass and I prey the day I bump into him
Identity Attack0.3043136
Insult0.71120167
Profanity0.71218073
Threat0.6601249
Severe Toxicity0.45895407
Toxic 0.8696708 Moderate Con 0.403 Insult Threat Meta_Commentary
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
8:37 Complete bullshit!!! You can't drive an uber without a Canadian license. Dude is just pissed to see Indians. They all look similar? Yeah yeah we do. 😂
8:37 Complete bullshit!!! You can't drive an uber without a Canadian license. Dude is just pissed to see Indians. They all look similar? Yeah yeah we do. 😂
Identity Attack0.5135796
Insult0.5543018
Profanity0.7466957
Threat0.027688526
Severe Toxicity0.44787344
Toxic 0.8629672 Moderate Con 0.434 Identity Attack Insult Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, this is Canada, not your slop ass piece of shit country. We welcome Indians and they are apart of our country. Don't bring your disgusting American slop ass content to our country, you look …
Tyler, this is Canada, not your slop ass piece of shit country. We welcome Indians and they are apart of our country. Don't bring your disgusting American slop ass content to our country, you look disgusting and I get secondhand embarrassment watching you try to report here.
Identity Attack0.6458014
Insult0.78882504
Profanity0.6919765
Threat0.03304107
Severe Toxicity0.45895407
Toxic 0.8629672 Moderate Con 0.414 Identity Attack Insult Solidarity
Feb 6, 2026 5 likes Inside Canada's Indian Invasion...
lmao look at this racist ass right wing grifter. meanwhile white canadians much worse
lmao look at this racist ass right wing grifter. meanwhile white canadians much worse
Identity Attack0.69661283
Insult0.75027496
Profanity0.6001929
Threat0.0347677
Severe Toxicity0.35368225
Toxic 0.85850734 Low Con 0.135 Identity Attack Insult Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Hey found them..all the jobs our teen agers used to get...look there for the stinking brown fucks
Hey found them..all the jobs our teen agers used to get...look there for the stinking brown fucks
Identity Attack0.57150364
Insult0.5739874
Profanity0.7809412
Threat0.018882722
Severe Toxicity0.35368225
Toxic 0.8540474 Low Con 0.272 Identity Attack Insult
Oct 2, 2025 IRCC Names India in Study …
The one with the bike he is a pedo that how thy looks like a rapist useless white trash
The one with the bike he is a pedo that how thy looks like a rapist useless white trash
Identity Attack0.6649212
Insult0.7344449
Profanity0.596623
Threat0.34804323
Severe Toxicity0.50234145
Toxic 0.8540474 Low Con 0.144 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
that idiot on 0:38 - pay no taxes... lmao bruh u look a homeless eating for free in the gurudwaras
that idiot on 0:38 - pay no taxes... lmao bruh u look a homeless eating for free in the gurudwaras
Identity Attack0.10293542
Insult0.72756535
Profanity0.41031027
Threat0.02924249
Severe Toxicity0.21290472
Toxic 0.85333383 Low Con 0.204 Insult Humor_Satire
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
That white pig trying to discredit muslims...look at you genocide clown...this isnt your land you oppressing native red skin men in reservations
That white pig trying to discredit muslims...look at you genocide clown...this isnt your land you oppressing native red skin men in reservations
Identity Attack0.77072054
Insult0.7775208
Profanity0.41503602
Threat0.31721663
Severe Toxicity0.45895407
Toxic 0.85333383 Low Con 0.208 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thanks tyler for finally coming to Canada to look into this, I really hate to call Brampton my hometown because this shit is embarrassing because of shitty people
Thanks tyler for finally coming to Canada to look into this, I really hate to call Brampton my hometown because this shit is embarrassing because of shitty people
Identity Attack0.3758158
Insult0.68668073
Profanity0.8089582
Threat0.0130621
Severe Toxicity0.34935045
Toxic 0.85333383 Constructive 0.501 Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Here is another example of the bullshit just imagine showing up to a hearing and saying I dont have the information your looking for but im here to represent my side give me a fucking …
Here is another example of the bullshit just imagine showing up to a hearing and saying I dont have the information your looking for but im here to represent my side give me a fucking break try it see how it goes for ya
Identity Attack0.051126
Insult0.47020787
Profanity0.83974665
Threat0.023371955
Severe Toxicity0.35368225
Toxic 0.8460273 Low Con 0.277
Sep 29, 2025 IRCC Names India in Study …
Did this idiot say the greatest country on earth? He should take a good look at Philadelphia New York Los Angeles, and all the big cities how rotten it is the drug addicts will probably …
Did this idiot say the greatest country on earth? He should take a good look at Philadelphia New York Los Angeles, and all the big cities how rotten it is the drug addicts will probably take care of him when he’s going to the cities he must watch out don’t worry about the rest of the world. He’s a clown a born clown.!!!!!
Identity Attack0.06658725
Insult0.83943826
Profanity0.34099978
Threat0.014048163
Severe Toxicity0.16960317
Toxic 0.8460273 Low Con 0.189 Insult Meta_Commentary
Feb 9, 2026 3 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.