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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 #}

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Active: "I am in talks with …" 516 comments · Page 1 of 21
Bullshit you telling people who don't live here it's all lie what he is talking we living the best life in Canada so this guy talking garbage to get like subscrib so YouTube can pay …
Bullshit you telling people who don't live here it's all lie what he is talking we living the best life in Canada so this guy talking garbage to get like subscrib so YouTube can pay him but he doesn't know what shit he is talking believe me we have the best life here
Identity Attack0.006708707
Insult0.8489667
Profanity0.9074042
Threat0.0041362476
Severe Toxicity0.00054126716
Toxic 0.98801804 Insult Meta_Commentary
Jan 19, 2026
That guy talking about "poo eating" is the stupidest idiot with shit in his head.
That guy talking about "poo eating" is the stupidest idiot with shit in his head.
Identity Attack0.10221587
Insult0.91372794
Profanity0.84995824
Threat0.023026628
Severe Toxicity0.35368225
Toxic 0.9563754 Low Con 0.142 Insult Meta_Commentary
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
0:51 Greatest country on earth... what the fuck are you talking about. Canada is a complete shit hole with the liberal Nazi's
0:51 Greatest country on earth... what the fuck are you talking about. Canada is a complete shit hole with the liberal Nazi's
Identity Attack0.6637263
Insult0.72868866
Profanity0.8690192
Threat0.04880493
Severe Toxicity0.50703704
Toxic 0.95048624 Low Con 0.165 Identity Attack Insult Identity_Assertion
Jan 29, 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
Fuck you far right white supremacist radical Christian extremist conservatives. Talking about demography change is totally nazism and totally white supremacy.
Fuck you far right white supremacist radical Christian extremist conservatives. Talking about demography change is totally nazism and totally white supremacy.
Identity Attack0.7895903
Insult0.7344449
Profanity0.8855216
Threat0.11922921
Severe Toxicity0.50703704
Toxic 0.93383175 Low Con 0.192 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Godamn people are so godamn annoying like they dont ducking how we have 1b people and how how the fuck are u whites talking u fucking to over back then sybau
Godamn people are so godamn annoying like they dont ducking how we have 1b people and how how the fuck are u whites talking u fucking to over back then sybau
Identity Attack0.5983441
Insult0.66500133
Profanity0.85672
Threat0.100830056
Severe Toxicity0.5552179
Toxic 0.9288007 Low Con 0.232 Identity Attack Insult Unverified_Claim
Feb 8, 2026 Inside Canada's Indian Invasion...
Fuck that side walk cross guy talking about Africans
Fuck that side walk cross guy talking about Africans
Identity Attack0.57150364
Insult0.6308392
Profanity0.8802007
Threat0.06593887
Severe Toxicity0.45510182
Toxic 0.9209984 Low Con 0.243 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Also why the f do you keep changing your accent when you talk to someone of another ethnicity, what kind of racist ass shit is that lol.
Also why the f do you keep changing your accent when you talk to someone of another ethnicity, what kind of racist ass shit is that lol.
Identity Attack0.49584505
Insult0.6675394
Profanity0.83974665
Threat0.034422375
Severe Toxicity0.45895407
Toxic 0.91625386 Moderate Con 0.304 Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What the fuck is original immigrants and new immigrants. Immigrants are immigrants. He's just trying to make the claim that white people are the "original" immigrants and brown people are some how inferior to them. …
What the fuck is original immigrants and new immigrants. Immigrants are immigrants. He's just trying to make the claim that white people are the "original" immigrants and brown people are some how inferior to them. Let's be honest, white people stole the land from the natives and they talk like it was theirs from the beginning of time. The interviewer is an asshole.
Identity Attack0.6853638
Insult0.7657292
Profanity0.84995824
Threat0.038220957
Severe Toxicity0.457266
Toxic 0.911035 Moderate Con 0.495 Identity Attack Insult Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Whattt!!??? Who is that racist white trash of a man in construction vest insulting Africans. Such a racist piece of shit. Africans are way smarter than any group in the world and definitely way smarter …
Whattt!!??? Who is that racist white trash of a man in construction vest insulting Africans. Such a racist piece of shit. Africans are way smarter than any group in the world and definitely way smarter than him. Talking about below 70 iq… how many Africans have you checked their iq and what metrics did you use to check? Your westernized test. May thunder strike down that idiotic fool, stupid ass fuul.
Identity Attack0.6637263
Insult0.8131897
Profanity0.7796426
Threat0.40603778
Severe Toxicity0.50703704
Toxic 0.911035 Low Con 0.262 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
they need to get the fuck out of our country the worse part of the timmies workers is they all claim good enough to work good enough to stay but they arnt good enough, most …
they need to get the fuck out of our country the worse part of the timmies workers is they all claim good enough to work good enough to stay but they arnt good enough, most people who worked at timmies before were teenagers and i always got my order right now these fucking idiots work there and cant make a bagel and coffee how fucking hard is it the fucking place is a coffee place and no one there can make a fucking coffee i have gone back and just thrown my order at them and left (you can think thats disrespectful but they are fucking up a job children do then argue with you when you try take it back). Youth unemployment is at a record high in ontario because these places will not hire white people. they think we are all below them in our country (yes i am native so before you fucking cry about white people talking canada STFU) they get more then people of our native homeland
Identity Attack0.46028158
Insult0.66500133
Profanity0.8186401
Threat0.2836219
Severe Toxicity0.50703704
Toxic 0.9061063 Constructive 0.526 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Damn nigga, you ain’t had to talk about the Africans like that. Lmao. My nigga a whole equal racists
Damn nigga, you ain’t had to talk about the Africans like that. Lmao. My nigga a whole equal racists
Identity Attack0.82739437
Insult0.72868866
Profanity0.6983885
Threat0.034422375
Severe Toxicity0.45895407
Toxic 0.9029226 Low Con 0.275 Identity Attack Insult Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
crazy how dumbasses be talking about khalistan freely in canada and won’t say shit in india 🤣🤣
crazy how dumbasses be talking about khalistan freely in canada and won’t say shit in india 🤣🤣
Identity Attack0.48915586
Insult0.7762574
Profanity0.70864636
Threat0.027170537
Severe Toxicity0.35368225
Toxic 0.8696708 Low Con 0.214 Insult Comparative_Framing
Jan 30, 2026 Inside Canada's Indian Invasion...
That stupid homeless guy with the green shirt and cap was talking crap about India. Have you seen the state of what you call “upper class countries”? Shut up
That stupid homeless guy with the green shirt and cap was talking crap about India. Have you seen the state of what you call “upper class countries”? Shut up
Identity Attack0.29951343
Insult0.8204276
Profanity0.49576873
Threat0.019573374
Severe Toxicity0.23125283
Toxic 0.8696708 Low Con 0.234 Insult
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
0:57 average american talking shit again
0:57 average american talking shit again
Identity Attack0.40255263
Insult0.5130944
Profanity0.776286
Threat0.013217449
Severe Toxicity0.3498543
Toxic 0.8629672 Low Con 0.216 Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
the guy with the bike l, who spoke with brown jacket, his apartment probably smells like shit, his definitely a loser He can talk shit as much as he wants but he didnt even get …
the guy with the bike l, who spoke with brown jacket, his apartment probably smells like shit, his definitely a loser He can talk shit as much as he wants but he didnt even get accepted by white ppl
Identity Attack0.55044734
Insult0.7090544
Profanity0.7785769
Threat0.02924249
Severe Toxicity0.35368225
Toxic 0.85850734 Low Con 0.265 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
No one is eating poop in india no body in india knows aout the fuck he is talking about
No one is eating poop in india no body in india knows aout the fuck he is talking about
Identity Attack0.48949075
Insult0.47384647
Profanity0.7785769
Threat0.032695748
Severe Toxicity0.35368225
Toxic 0.8540474 Low Con 0.181 Unverified_Claim
Feb 4, 2026 6 likes Inside Canada's Indian Invasion...
That racist nasty SOB. Talking about Africans. With only 70% IQ. He can go to hell.
That racist nasty SOB. Talking about Africans. With only 70% IQ. He can go to hell.
Identity Attack0.5135796
Insult0.7775208
Profanity0.5013569
Threat0.29834318
Severe Toxicity0.35368225
Toxic 0.85333383 Low Con 0.163 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Showing garbage on the road while talking about india and making views and money out of this . You western are the real hypocrites . Stop spreading hate and should focus on your own business …
Showing garbage on the road while talking about india and making views and money out of this . You western are the real hypocrites . Stop spreading hate and should focus on your own business shit person.🤬
Identity Attack0.46028158
Insult0.71120167
Profanity0.71218073
Threat0.035458352
Severe Toxicity0.35368225
Toxic 0.85333383 Low Con 0.208 Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
I fucking hate Brampton it's a shitshow (lol) there I'm not exaggerating when I say literally everyone I have ever talked to about Brampton has recommended NEVER living there
I fucking hate Brampton it's a shitshow (lol) there I'm not exaggerating when I say literally everyone I have ever talked to about Brampton has recommended NEVER living there
Identity Attack0.28034934
Insult0.5130944
Profanity0.79449326
Threat0.05203775
Severe Toxicity0.35368225
Toxic 0.85173553 Moderate Con 0.488 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They should have a bullshit detector in hearings like this. Talk about double talk and pure incompetency. The people being questioned should be fired or jailed for their idiocy.
They should have a bullshit detector in hearings like this. Talk about double talk and pure incompetency. The people being questioned should be fired or jailed for their idiocy.
Identity Attack0.057492398
Insult0.71120167
Profanity0.7466957
Threat0.146441
Severe Toxicity0.20373066
Toxic 0.85173553 Low Con 0.095 Insult Policy_Critique
Oct 5, 2025 IRCC Names India in Study …
What is this dick all talking about? Why does he want the government to do something about one guy transporting people we have DHC up in our asses all day?, murdering people on the street
What is this dick all talking about? Why does he want the government to do something about one guy transporting people we have DHC up in our asses all day?, murdering people on the street
Identity Attack0.109318495
Insult0.57787937
Profanity0.70864636
Threat0.3993542
Severe Toxicity0.35368225
Toxic 0.8460273 Low Con 0.269 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Get the village idiots out of Canada they stink holy f they DONT EVEN KNOW HOW TO TALK THEY PARK IN HANDI CAP SPACES CUT LINES COMMIT CRIME EWWWWW
Get the village idiots out of Canada they stink holy f they DONT EVEN KNOW HOW TO TALK THEY PARK IN HANDI CAP SPACES CUT LINES COMMIT CRIME EWWWWW
Identity Attack0.3817989
Insult0.7967344
Profanity0.37854016
Threat0.026997874
Severe Toxicity0.23224458
Toxic 0.8403191 Low Con 0.193 Insult Unverified_Claim
Jan 17, 2026 2.9 million Canadian temporary visas …
Wake the hell up.. please do not talk like carney. My country my bed. F-ff. I have no faith or trust in this Carney government corruption. Nope no more idiots please.
Wake the hell up.. please do not talk like carney. My country my bed. F-ff. I have no faith or trust in this Carney government corruption. Nope no more idiots please.
Identity Attack0.06658725
Insult0.8032227
Profanity0.46460027
Threat0.015256803
Severe Toxicity0.08859174
Toxic 0.8403191 Low Con 0.295 Insult
Dec 30, 2025 1 likes Deportations From Canada at Their …

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.