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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: "Most Canadians are not against …" 3,707 comments · Page 1 of 149
Any Canadian that is dumb enough to go to the USA to support their economy deserves to get hassled
Any Canadian that is dumb enough to go to the USA to support their economy deserves to get hassled
Identity Attack0.66804314
Insult0.9847927
Profanity0.0087453555
Threat0.013544191
Severe Toxicity0.0008631751
Toxic 0.98895514 Identity Attack Insult
Dec 8, 2025
Canadians so pathetic, europe has the same measure.
Canadians so pathetic, europe has the same measure.
Identity Attack0.7716543
Insult0.9813492
Profanity0.00753887
Threat0.009211337
Severe Toxicity0.00096256513
Toxic 0.9846727 Identity Attack Insult Comparative_Framing
Dec 8, 2025 2 likes
canadians are so fucking stupid ...
canadians are so fucking stupid ...
Identity Attack0.821794
Insult0.9028068
Profanity0.8907955
Threat0.015947454
Severe Toxicity0.50703704
Toxic 0.968226 Low Con 0.216 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians get shit in canada cause of this imagrants bullshit
Canadians get shit in canada cause of this imagrants bullshit
Identity Attack0.7406625
Insult0.71027446
Profanity0.90150756
Threat0.016465442
Severe Toxicity0.45895407
Toxic 0.95048624 Low Con 0.247 Identity Attack Insult
Sep 8, 2025 Why Canadians Are Turning Against …
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
They are so fucking dirty fuck Trudeau ruined this country and I’m not being racist you’d say it to as a Canadian citizen
They are so fucking dirty fuck Trudeau ruined this country and I’m not being racist you’d say it to as a Canadian citizen
Identity Attack0.3817989
Insult0.71551245
Profanity0.86331284
Threat0.055917133
Severe Toxicity0.45895407
Toxic 0.93383175 Moderate Con 0.32 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
8:50 CANADIANS HAVE TO DESTROY THAT INDIA STATUE IN BRAMPTON + WE HAVE TO DEPORT THOSE F0CKING PIECES OF SH!T CRIMINALS! + THOSE F0CKING PIECES OF SH!T INDOO , AFRICANS AND ISLAM DOESN'T KNOW HOW …
8:50 CANADIANS HAVE TO DESTROY THAT INDIA STATUE IN BRAMPTON + WE HAVE TO DEPORT THOSE F0CKING PIECES OF SH!T CRIMINALS! + THOSE F0CKING PIECES OF SH!T INDOO , AFRICANS AND ISLAM DOESN'T KNOW HOW TO DRIVE! THEY SHOULDN'T HAVE NO F0CKING COMMERCIAL DRIVER LICENCE!
Identity Attack0.80378765
Insult0.78565484
Profanity0.83974665
Threat0.4430943
Severe Toxicity0.641557
Toxic 0.93383175 Moderate Con 0.303 Identity Attack Insult Call_To_Action
Feb 26, 2026 Inside Canada's Indian Invasion...
As a Canadian, i dont care fuck off
As a Canadian, i dont care fuck off
Identity Attack0.4482637
Insult0.6261769
Profanity0.90258646
Threat0.025961896
Severe Toxicity0.44969136
Toxic 0.9288007 Moderate Con 0.351 Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Liberals are fuckin clueless. Indians screwing Canadians
Liberals are fuckin clueless. Indians screwing Canadians
Identity Attack0.77429146
Insult0.75027496
Profanity0.86331284
Threat0.0347677
Severe Toxicity0.45895407
Toxic 0.9288007 Low Con 0.155 Identity Attack Insult Identity_Assertion
Sep 28, 2025 IRCC Names India in Study …
Majority of Canadians are idiots.
Majority of Canadians are idiots.
Identity Attack0.7895903
Insult0.87896585
Profanity0.46460027
Threat0.009747985
Severe Toxicity0.34189755
Toxic 0.9248995 Low Con 0.167 Identity Attack Insult
Aug 25, 2025 Why Canadians Are Turning Against …
To be honest ....Canadians are racist...they get jealous from indians...because they are successful businesses and they more owning houses than canadians....that's the real fact....Indians still washing their asses...and Canadians are more fucking dirty...they not even …
To be honest ....Canadians are racist...they get jealous from indians...because they are successful businesses and they more owning houses than canadians....that's the real fact....Indians still washing their asses...and Canadians are more fucking dirty...they not even clean their asses.... imagine their houses😂😂😂😂😂😂full of shit ...fucking drugy canadians on the street everywhere
Identity Attack0.7426507
Insult0.7775208
Profanity0.79449326
Threat0.09929679
Severe Toxicity0.52891463
Toxic 0.9209984 Moderate Con 0.383 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow what a bullshit clickbait title! As someone who is Canadian and not Racist! We love immigrants you took some racists clips and try and make that your Narrative this is hate speech Trumps agenda! …
Wow what a bullshit clickbait title! As someone who is Canadian and not Racist! We love immigrants you took some racists clips and try and make that your Narrative this is hate speech Trumps agenda! This is bullshit! Go to america if your filled with Hate!
Identity Attack0.3817989
Insult0.72756535
Profanity0.8117245
Threat0.027688526
Severe Toxicity0.45895407
Toxic 0.91625386 Moderate Con 0.43 Insult
Aug 29, 2025 Why Canadians Are Turning Against …
wath the fuck on you face Canadians thet not nice sad 😔😔😔😔👎🏼👎🏼👎🏼
wath the fuck on you face Canadians thet not nice sad 😔😔😔😔👎🏼👎🏼👎🏼
Identity Attack0.5135796
Insult0.5723624
Profanity0.77181685
Threat0.05559385
Severe Toxicity0.50703704
Toxic 0.911035 Low Con 0.279 Identity Attack Insult
Aug 27, 2025 Why Canadians Are Turning Against …
Well quit voting liberal Canadians . You wouldn’t have this crap! Idiots!
Well quit voting liberal Canadians . You wouldn’t have this crap! Idiots!
Identity Attack0.4911651
Insult0.87896585
Profanity0.50818664
Threat0.012440704
Severe Toxicity0.23226346
Toxic 0.9061063 Low Con 0.136 Insult Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Canadian here. These scumbags turned my once hippie ass into the biggest racist ever. I fucking despise them. They have destroyed Canada. I moved to Vancouver briefly and fuck me. I went home back to …
Canadian here. These scumbags turned my once hippie ass into the biggest racist ever. I fucking despise them. They have destroyed Canada. I moved to Vancouver briefly and fuck me. I went home back to alberta so fast, and then these cockroaches invaded us here too. It’s become so dirty everywhere.
Identity Attack0.6458014
Insult0.75027496
Profanity0.844891
Threat0.13566011
Severe Toxicity0.46477664
Toxic 0.90451443 Moderate Con 0.409 Identity Attack Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
canada is a real shit hole im ashamed to be canadian...
canada is a real shit hole im ashamed to be canadian...
Identity Attack0.6649212
Insult0.6675394
Profanity0.7888968
Threat0.013372798
Severe Toxicity0.44713756
Toxic 0.9029226 Moderate Con 0.304 Identity Attack Insult
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Identity Attack0.7778623
Insult0.7762574
Profanity0.6983885
Threat0.07629784
Severe Toxicity0.44860926
Toxic 0.8988238 Low Con 0.203 Identity Attack Insult Fear_Threat
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian this shit really pisses me off
As a Canadian this shit really pisses me off
Identity Attack0.34000012
Insult0.48228607
Profanity0.8907955
Threat0.010990778
Severe Toxicity0.23223943
Toxic 0.8778702 Moderate Con 0.377 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canadians are morons for allowing this
Canadians are morons for allowing this
Identity Attack0.71720207
Insult0.802824
Profanity0.5249258
Threat0.011146127
Severe Toxicity0.26766825
Toxic 0.8696708 Low Con 0.192 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Voted for a traitor party Liberals, got betrayed. Stupidity+ no accountability + hypocrite + wokeness = eliminated a whole country once was prosperity No surprise here, idiots ignorance Canadians
Voted for a traitor party Liberals, got betrayed. Stupidity+ no accountability + hypocrite + wokeness = eliminated a whole country once was prosperity No surprise here, idiots ignorance Canadians
Identity Attack0.5983441
Insult0.8579266
Profanity0.32479182
Threat0.0287245
Severe Toxicity0.20067264
Toxic 0.8629672 Low Con 0.19 Identity Attack Insult Policy_Critique
Jun 18, 2025 How Canada broke its immigration …
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While …
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While the "One-Touch" digital system exists to speed up paperwork, every asylum seeker must still provide biometrics (fingerprints) and undergo a security/background check against global law enforcement databases upon arrival. 2. Denied claimants keep their health benefits. TRUE (But temporary). Benefits continue as long as the legal process is active. Because Canada allows for appeals and judicial reviews, a person whose claim is initially "denied" by the board is still considered to be "in the process" and keeps coverage until all legal appeals are exhausted. 3. There are 500,000 "lost" people due for deportation. FALSE. This number is a massive inflation. It likely refers to a total estimate of all people in Canada with expired visas (including students and workers). The number of people specifically "wanted" for deportation after a failed refugee claim is estimated to be closer to 30,000–50,000. 4. Refugees get dental and vision care that some Canadians don't. TRUE. The federal IFHP program does cover basic dental and vision for claimants because they aren't eligible for provincial health cards yet. Many Canadians only get these benefits through private insurance or specific low-income programs, though the new Canadian Dental Care Plan is currently closing that gap for seniors and children. 5. 10,000 people "vanish" from the system annually. UNVERIFIED. This was a specific estimate given by a union head during testimony. While the government tracks "abandoned claims," they don't officially classify them all as "vanished," as many are eventually located or leave the country voluntarily.
Identity Attack0.10221587
Insult0.802824
Profanity0.6919765
Threat0.025789235
Severe Toxicity0.35368225
Toxic 0.8629672 Constructive 0.712 Insult Unverified_Claim
Dec 21, 2025 Thousands of refugees allowed into …
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)
Last time I checked the Canadian economy was heavily dependent on indian immigration. You can kick them out. But remember no one gives a shit about Canada. Once we invade your asses yall gonna be …
Last time I checked the Canadian economy was heavily dependent on indian immigration. You can kick them out. But remember no one gives a shit about Canada. Once we invade your asses yall gonna be Called Americans...fucking sorry losers
Identity Attack0.53446084
Insult0.7418356
Profanity0.7796426
Threat0.34804323
Severe Toxicity0.44969136
Toxic 0.8629672 Low Con 0.247 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You interviewed the wrong white canadians. Damn near none of us want them here. They're turning our country into a shit hole. Deport.
You interviewed the wrong white canadians. Damn near none of us want them here. They're turning our country into a shit hole. Deport.
Identity Attack0.69783735
Insult0.7090544
Profanity0.77181685
Threat0.058503386
Severe Toxicity0.35368225
Toxic 0.8629672 Moderate Con 0.336 Identity Attack Insult Fear_Threat
Jan 27, 2026 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...

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.