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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: "How easy is it to …" 182 comments · Page 1 of 8
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
Make it again more easy don’t travel in USA bc we are a nasty country like said Trump.
Make it again more easy don’t travel in USA bc we are a nasty country like said Trump.
Identity Attack0.007939646
Insult0.8236638
Profanity0.00129241
Threat0.00035052095
Severe Toxicity0.000016136133
Toxic 0.88527215 Insult
Dec 13, 2025
why??? this people can entry in another countrys??? why??? is so easy??? i'm european and i can't??? motherfuc****
why??? this people can entry in another countrys??? why??? is so easy??? i'm european and i can't??? motherfuc****
Identity Attack0.39207554
Insult0.5130944
Profanity0.8089582
Threat0.012233571
Severe Toxicity0.44787344
Toxic 0.85333383 Moderate Con 0.312 Insult Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Stupid Canadian government can’t figure this out but Tyler does easy. Complete boneheads
Stupid Canadian government can’t figure this out but Tyler does easy. Complete boneheads
Identity Attack0.4887047
Insult0.78882504
Profanity0.33453682
Threat0.008582866
Severe Toxicity0.072789766
Toxic 0.7998551 Low Con 0.133 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Taylor really like you bro you are sick 🤢 to protect your culture it's easy to blame indian but you can't fight with muslims 😂 that's why your targeting indian you are coward 8:59 8:59
Taylor really like you bro you are sick 🤢 to protect your culture it's easy to blame indian but you can't fight with muslims 😂 that's why your targeting indian you are coward 8:59 8:59
Identity Attack0.5274064
Insult0.6308392
Profanity0.33317488
Threat0.065292306
Severe Toxicity0.20373066
Toxic 0.72028047 Low Con 0.298 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I’m Canadian and watching this pisses me off more about them because they come into our country and commit these sorts of crimes. They shouldn’t be in our country at all, but it’s so easy …
I’m Canadian and watching this pisses me off more about them because they come into our country and commit these sorts of crimes. They shouldn’t be in our country at all, but it’s so easy for them to claim asylum. There’s a government app that when you come to Canada, Indians can just claim asylum on the app. Enter in some basic information. And they’re in. It’s absolute bullshit man
Identity Attack0.4139151
Insult0.5015486
Profanity0.6750904
Threat0.012492486
Severe Toxicity0.16960317
Moderate 0.6863638 Constructive 0.526 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
I got bad news for you braindead fake vaccinated sheep; canada has ALWAYS been a brown country for tens of thousands of years. White people never owned this land and still dont. The entitlemtn u …
I got bad news for you braindead fake vaccinated sheep; canada has ALWAYS been a brown country for tens of thousands of years. White people never owned this land and still dont. The entitlemtn u feel is brainwashing from the jews because u are a dumbass goy that's easy to manipulate.. and now they are manipulatinf you to fight other cultures when EVERYONE knows what group is responsible for all the of worlds problems. The deepstate.
Identity Attack0.57150364
Insult0.6798578
Profanity0.3866461
Threat0.03649433
Severe Toxicity0.23226175
Moderate 0.6852916 Moderate Con 0.308 Identity Attack Insult Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
You speak neither English or French? You make broom handles? you belong to a sexist idiot religion? You have 15 kids and can't even take care of yourself? You hate the West and want to …
You speak neither English or French? You make broom handles? you belong to a sexist idiot religion? You have 15 kids and can't even take care of yourself? You hate the West and want to see it destroyed? Your kids are annoying, loud and terrible? Ok you are perfect for Canada and here's 80 grand and house. Honestly, these are the people I'm constantly meeting as a teacher. Canada will be crumbling for the next 40 years, easy.
Identity Attack0.48915586
Insult0.6831271
Profanity0.29209393
Threat0.025789235
Severe Toxicity0.104393706
Moderate 0.65996873 Moderate Con 0.481 Insult Unverified_Claim
Jun 21, 2025 How Canada broke its immigration …
I am Indian and here we have few states : Punjab, Haryana and Gujurat from where where every mid to low tier graduate wants to move to Canada cause it would be an easy life …
I am Indian and here we have few states : Punjab, Haryana and Gujurat from where where every mid to low tier graduate wants to move to Canada cause it would be an easy life upgrade. The top tier ones don't go to diploma mills . Mostly they go to top US universities. Canada isn't getting any of these. I was thinking how stupid the Canadian admins could be.
Identity Attack0.43896464
Insult0.6798578
Profanity0.2327678
Threat0.008466354
Severe Toxicity0.023076924
Moderate 0.64447093 Constructive 0.552 Insult
Oct 1, 2025 1 likes IRCC Names India in Study …
Trudeaus legacy right here. Modi laughing his ass off at lame woke easy to fool Canada. WOW! Robbed!
Trudeaus legacy right here. Modi laughing his ass off at lame woke easy to fool Canada. WOW! Robbed!
Identity Attack0.10221587
Insult0.5739874
Profanity0.43272525
Threat0.015947454
Severe Toxicity0.05473421
Moderate 0.6342749 Low Con 0.163 Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
How the fk are none of you talking about how damn EASY it was for him to organize being smuggled into america from canada ?!?!?! Like hello??? That is a HUGE concern.
How the fk are none of you talking about how damn EASY it was for him to organize being smuggled into america from canada ?!?!?! Like hello??? That is a HUGE concern.
Identity Attack0.10221587
Insult0.41530323
Profanity0.6242122
Threat0.01052473
Severe Toxicity0.16960317
Moderate 0.6289369 Moderate Con 0.381 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I live in cape Breton Island in canwda and I can remember renting a 3 bedroom house for 500 a mont now a one bedroom apartment is 800 a month, u can't find houses/apartments anymore …
I live in cape Breton Island in canwda and I can remember renting a 3 bedroom house for 500 a mont now a one bedroom apartment is 800 a month, u can't find houses/apartments anymore because of all the foreign peopl they brought in. Trying to get a job is also retarded because they higher the foreign people first because the government pays so much of their salary , I just wish they'd all go back the fuck from where they came from easy as that
Identity Attack0.48915586
Insult0.48627716
Profanity0.61633086
Threat0.042662576
Severe Toxicity0.18538254
Moderate 0.6289369 Constructive 0.625 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s known all around the world 🌎 They’ve figured out the loopholes and send all the money to there families abroad. It’s made easy for all of them.. while pissing in our ears about how …
It’s known all around the world 🌎 They’ve figured out the loopholes and send all the money to there families abroad. It’s made easy for all of them.. while pissing in our ears about how united inclusive blabla we Canadians are and sucking us dry🤨
Identity Attack0.31015682
Insult0.5072643
Profanity0.46460027
Threat0.012130005
Severe Toxicity0.16960317
Moderate 0.62702215 Moderate Con 0.363 Insult
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to …
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to the country with skills that get let in. We need to deport everyone that isn’t providing any real value. Reverse this shit, religious extremism, put them back in their own countries, they act like animals and barbarians kick them out. It’s simple but the idiot boomers because their lives are set think that the world is rainbows and unicorns so they voted liberal.
Identity Attack0.40351558
Insult0.6370372
Profanity0.46460027
Threat0.12996206
Severe Toxicity0.14389864
Moderate 0.62136006 Moderate Con 0.307 Insult Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an entire media ecosystem just for that perspective. You think your immigrants weren't going to notice? Assimilate into _what_ ? The loudest mouths telling you they hate you and you're responsible for all their problems despite being a minority, because you're not a white Christian? And then you're going to scapegoat _them_ for the problems your government and system created, refuse to adapt, and complain that someone did. And _also_ , just like here in NYC.. the reason why a place gets taken over by a bunch of colored immigrants.. is usually because white people start _running_ . And again, the few that are left, complain about _their own_ fleeing, before doing so themselves. Hilarious. I'm in NYC, my neighborhood is literally every kind of immigrant, Filipino, Jamaican, West Indian, Indian, Haitian... all low to middle class, with some who really _saved_ up working for their 30-50 years here. Kids born or here since little kids, educated and making good money with few exceptions. And so of course the neighborhood.. looks just like any neighborhood in America (albeit denser and more traffic). Must be all that 'wokeness' in NYC. This has nothing to do with white or black or brown, of course. This dynamic plays out anywhere with people that are unwilling to challenge themselves and their ego just finding an easy scapegoat...
Identity Attack0.5485698
Insult0.4810288
Profanity0.6001929
Threat0.05688698
Severe Toxicity0.21290472
Moderate 0.5921536 Constructive 0.61 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
RCMP, JTF-2 100% aren't gonna do shit about the very easy conspiracy or whatever case on Sidhu and his buddies
RCMP, JTF-2 100% aren't gonna do shit about the very easy conspiracy or whatever case on Sidhu and his buddies
Identity Attack0.06249457
Insult0.37846634
Profanity0.596623
Threat0.023026628
Severe Toxicity0.043077253
Moderate 0.5885171 Low Con 0.124 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian immigrants are easy scapegoats for incompetence of Canadian government.
Indian immigrants are easy scapegoats for incompetence of Canadian government.
Identity Attack0.55044734
Insult0.48627716
Profanity0.10425757
Threat0.009722093
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.146 Identity Attack
Oct 29, 2025 IRCC Names India in Study …
Easy peasy deport them 2 israhelll they welcome there racist people wil blend in well there
Easy peasy deport them 2 israhelll they welcome there racist people wil blend in well there
Identity Attack0.5135796
Insult0.42367843
Profanity0.30690086
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.51869136 Low Con 0.135 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
India is an easy target . So all are hating indians
India is an easy target . So all are hating indians
Identity Attack0.55044734
Insult0.36193377
Profanity0.24631839
Threat0.07093142
Severe Toxicity0.049354076
Moderate 0.50789946 Low Con 0.229 Identity Attack
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
guy on the bike say that "indians are generally a dirty people" just as easy as ordering a big mac. he got nuttin to hide. exercising his freedom of speech like a champ. lol
guy on the bike say that "indians are generally a dirty people" just as easy as ordering a big mac. he got nuttin to hide. exercising his freedom of speech like a champ. lol
Identity Attack0.5135796
Insult0.5130944
Profanity0.2366394
Threat0.01052473
Severe Toxicity0.023645958
Moderate 0.50789946 Moderate Con 0.379 Identity Attack Insult Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why would Canadians be upset?! They bring plane loads of unvetted immigrants here, give them free housing, free medial, free dental, free housing, free food, money for expenses, easy bail for crimes, allow them to …
Why would Canadians be upset?! They bring plane loads of unvetted immigrants here, give them free housing, free medial, free dental, free housing, free food, money for expenses, easy bail for crimes, allow them to infiltrate key employment then restrict regular Canadians from being employed!! Silly us!! Thank you Liberal voters!
Identity Attack0.38185352
Insult0.5270482
Profanity0.089370176
Threat0.010239923
Severe Toxicity0.019611536
Moderate 0.5024724 Moderate Con 0.369 Insult Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They …
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They are Indian. We Indians are loving, high tax paying, not indulging in crimes and peace loving people. Who mostly gets accustomed to other nations culture and also celebrate their festivals with the people of that nations. And we feel proud that whichever nation we go which provide us opportunities to give it back and it's society as much as we can. Just because mentioning India gets you clicks and it's easy to crack racist jokes about Indian online doesn't mean we the people are bad.
Identity Attack0.5548181
Insult0.49151286
Profanity0.24818924
Threat0.02924249
Severe Toxicity0.08859174
Moderate 0.4977744 Constructive 0.61 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They …
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They are Indian. We Indians are loving, high tax paying, not indulging in crimes and peace loving people. Who mostly gets accustomed to other nations culture and also celebrate their festivals with the people of that nations. And we feel proud that whichever nation we go which provide us opportunities to give it back and it's society as much as we can. Just because mentioning India gets you clicks and it's easy to crack racist jokes about Indian online doesn't mean we the people are bad.
Identity Attack0.5548181
Insult0.49151286
Profanity0.24818924
Threat0.02924249
Severe Toxicity0.08859174
Moderate 0.4977744 Constructive 0.61 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It is very easy to call indians dirty, but sir do you know your own white people are high on animal tranquilizers who lives on streets and in underground sewages.
It is very easy to call indians dirty, but sir do you know your own white people are high on animal tranquilizers who lives on streets and in underground sewages.
Identity Attack0.5485698
Insult0.46476576
Profanity0.2813443
Threat0.014566151
Severe Toxicity0.02439716
Moderate 0.49139655 Low Con 0.251 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Look at all these buggers coming from Poland, Venezuela, Columbia, Europe but hating someone coming from India. Indians are humble, respectful and most easy going people. Stop hating because we are not as white as …
Look at all these buggers coming from Poland, Venezuela, Columbia, Europe but hating someone coming from India. Indians are humble, respectful and most easy going people. Stop hating because we are not as white as you buggers are because these Indians will never hate you.
Identity Attack0.5051593
Insult0.47384647
Profanity0.22889622
Threat0.015602129
Severe Toxicity0.023552058
Moderate 0.49139655 Moderate Con 0.451 Identity Attack
Oct 6, 2025 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.