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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "This guy is an idiot …" 21 comments
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...
The guy with the bike is fuuuuucking idiot racist, l have to report your channel for promoting racism
The guy with the bike is fuuuuucking idiot racist, l have to report your channel for promoting racism
Identity Attack0.50515765
Insult0.8390655
Profanity0.8326356
Threat0.13815513
Severe Toxicity0.5231034
Toxic 0.9563754 Moderate Con 0.304 Identity Attack Insult Call_To_Action
Feb 20, 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
The bike guy is an idiot "eating poo".
The bike guy is an idiot "eating poo".
Identity Attack0.078392304
Insult0.8685752
Profanity0.4840093
Threat0.010188141
Severe Toxicity0.12546301
Toxic 0.8696708 Low Con 0.179 Insult Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
bike guy is not a real person. what an idiot
bike guy is not a real person. what an idiot
Identity Attack0.049989145
Insult0.87225974
Profanity0.43781817
Threat0.010705971
Severe Toxicity0.05025077
Toxic 0.8696708 Low Con 0.122 Insult Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The guy is the orange vest is an idiot!
The guy is the orange vest is an idiot!
Identity Attack0.10221587
Insult0.8685752
Profanity0.4819111
Threat0.01187109
Severe Toxicity0.07805709
Toxic 0.8696708 Low Con 0.138 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lol, the guy on the bike is an idiot.
Lol, the guy on the bike is an idiot.
Identity Attack0.04177703
Insult0.87225974
Profanity0.46460027
Threat0.008919456
Severe Toxicity0.023645958
Toxic 0.8629672 Low Con 0.156 Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Idiots voted for this guy
Idiots voted for this guy
Identity Attack0.10221587
Insult0.83943826
Profanity0.43272525
Threat0.012078222
Severe Toxicity0.05832097
Toxic 0.8540474 Low Con 0.175 Insult Call_To_Action
Dec 25, 2025 Thousands of refugees allowed into …
you guys came over canada and usa dont wanna work and are genuinely idiots. You are savages who left their old goda and your mama opened up her legs for jesus christ
you guys came over canada and usa dont wanna work and are genuinely idiots. You are savages who left their old goda and your mama opened up her legs for jesus christ
Identity Attack0.46028158
Insult0.802824
Profanity0.44431314
Threat0.017846745
Severe Toxicity0.30763787
Toxic 0.8364697 Low Con 0.195 Insult Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
That guy with the bike is an idiot. He said Indians the people known for rape are ok but Africans are rapists like ok dumbass
That guy with the bike is an idiot. He said Indians the people known for rape are ok but Africans are rapists like ok dumbass
Identity Attack0.6320481
Insult0.71120167
Profanity0.64460015
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.83334327 Low Con 0.237 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
🤬😡 that bike guy was an absolute a*shole. I'm not from Africa, but calling an entire continent stupid is just pathetic. shame on all the cockroaches in the comment section supporting him. idiots like him …
🤬😡 that bike guy was an absolute a*shole. I'm not from Africa, but calling an entire continent stupid is just pathetic. shame on all the cockroaches in the comment section supporting him. idiots like him are the reason stereotyping and generalization still exists. even if a smart guy came from Africa tomorrow, these people will still discriminate against him because of "his" background. absolutely retarded. these uneducated poor illiterate pigs who has failed in their lives are now hating on immigration to feel good about themselves. f*ck these racist dude, and all the idiots supporting him thinking it's funny and cool.
Identity Attack0.41975367
Insult0.7967344
Profanity0.5381406
Threat0.049774777
Severe Toxicity0.44787344
Toxic 0.8299589 Moderate Con 0.419 Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Guys like you try and spin, Indian immigration into this glorious thing shame on you it’s not glorious. You put in a few token white people to make your video relevant go down into Vancouver …
Guys like you try and spin, Indian immigration into this glorious thing shame on you it’s not glorious. You put in a few token white people to make your video relevant go down into Vancouver look at the gang activity from immigrants that have taken over entire cities. You’re an idiot dude
Identity Attack0.48915586
Insult0.7804726
Profanity0.43744424
Threat0.025789235
Severe Toxicity0.1762085
Toxic 0.8115627 Low Con 0.281 Insult Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I know the bike guy just to let you know he is a Racist idiot . I am originally from Europe , I worked with this guy and couldn’t keep a job because he was …
I know the bike guy just to let you know he is a Racist idiot . I am originally from Europe , I worked with this guy and couldn’t keep a job because he was shitting too much taking a lot of toilet breaks.and he has the audacity to talk about poop???? Jeeez this world.😮
Identity Attack0.37432748
Insult0.72756535
Profanity0.6242122
Threat0.028897164
Severe Toxicity0.35368225
Toxic 0.7998551 Constructive 0.511 Insult Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
5:36 this guy is an idiot. Indians are good hard working people. There’s bad in every culture. If you take the time to talk to them you might be surprised.
5:36 this guy is an idiot. Indians are good hard working people. There’s bad in every culture. If you take the time to talk to them you might be surprised.
Identity Attack0.43896464
Insult0.7298119
Profanity0.4989438
Threat0.020609349
Severe Toxicity0.16960317
Toxic 0.7701451 Moderate Con 0.421 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dumb bicycle guy “All the Good white peoples are gone and All trash left” So what’s he doing there?? Go to Unites State and tell the good white people to feed him and his family. …
Dumb bicycle guy “All the Good white peoples are gone and All trash left” So what’s he doing there?? Go to Unites State and tell the good white people to feed him and his family. Ohh That idiot can’t afford to live with same “Good white people” because it’s expensive and they throw away trash like him out on streets.
Identity Attack0.5124616
Insult0.7775208
Profanity0.36302176
Threat0.034422375
Severe Toxicity0.16960317
Toxic 0.76523775 Low Con 0.217 Identity Attack Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Guy on the bike is definitely naive and also the oldest idiot in Canada. He needs to travel to Africa and see that Johannesburg in South Africa, Addis Ababa in Ethiopia, Abuja in Nigeria are …
Guy on the bike is definitely naive and also the oldest idiot in Canada. He needs to travel to Africa and see that Johannesburg in South Africa, Addis Ababa in Ethiopia, Abuja in Nigeria are way more beautiful than the Vancouver and Toronto he’s bragging about here in Canada.
Identity Attack0.2783691
Insult0.755201
Profanity0.26603898
Threat0.009955117
Severe Toxicity0.02411546
Toxic 0.71760553 Moderate Con 0.317 Insult Comparative_Framing
Feb 16, 2026 Inside Canada's Indian Invasion...
Liberals across the West are an exceptionally idiotic bunch with no real ideology or any kind of plan, the only thing they do is getting behind any guy playing the victim card !! I am …
Liberals across the West are an exceptionally idiotic bunch with no real ideology or any kind of plan, the only thing they do is getting behind any guy playing the victim card !! I am a new immigrant not from the West and I feel this really !!
Identity Attack0.4054415
Insult0.71120167
Profanity0.3597395
Threat0.014911477
Severe Toxicity0.034110364
Moderate 0.6989911 Moderate Con 0.431 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is happening yet you guys went to the ozark community and tried to frame them as idiots. All anglo communities are happening because of mass immigration.
This is happening yet you guys went to the ozark community and tried to frame them as idiots. All anglo communities are happening because of mass immigration.
Identity Attack0.46028158
Insult0.6051471
Profanity0.37202835
Threat0.008945347
Severe Toxicity0.023076924
Moderate 0.60254884 Moderate Con 0.316 Insult Unverified_Claim
Dec 3, 2025 Inside Canada's Indian Metropolis (Brampton)
buncha racist people. "It took me a year to get a visa" and "Now they just jump the border and file for asylum". are these guys so shit at math that they don't understand statistics? …
buncha racist people. "It took me a year to get a visa" and "Now they just jump the border and file for asylum". are these guys so shit at math that they don't understand statistics? do they genuinely think all immigrants from india are asylum seekers and nobody comes via visa, like are they that idiotic? do you see how these ppl immediately seek some kind of high ground? its disgusting to me Indian people probably do bring a 100 problems with them, I won't argue on this. But then its the job of the ppl of the country to pressure their government to stop immigration by changing the immigration policy. There's no point in directing your racist resentment at a group of people for just following whats legally allowed
Identity Attack0.5135796
Insult0.57566804
Profanity0.4756165
Threat0.07323132
Severe Toxicity0.16960317
Moderate 0.60254884 Constructive 0.612 Identity Attack Insult
Nov 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I …
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I used to enjoy jamcan ❤ Videos But it's not only sharing Fatigue and other videos But also hate on religion Just like that idiot @Reality fake Alex Quite disgusting to see him speaking Like the other guy Kachina Your aim is not to promote fatigue only or some insane stupid things done by people Just to promote hate on other religions Just like many missionaries would do Don't assume you guys to be very perfect , Look at his speech Come to Canada ,learn culture Adopt, Talks like 💩💩💩 Of course we have follow the rules Respect the people If we can't each other At least don't Trouble others Do your promotion somewhere
Identity Attack0.38246045
Insult0.5678696
Profanity0.37503055
Threat0.100830056
Severe Toxicity0.21902075
Moderate 0.5559701 Constructive 0.548 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking out, brothers and sisters. You are correct, I am not upset with immigrants per se, but am frustrated with how leaky and inept the government has been with their slack policies. I have been in public parks and watched as non-English speaking immigrants leave their trash littering a park! Where they do not respect personal space. I want to live with people who are interested in being Canadian and respect the cultural values and norms of Canadian citizens, NOT those who plan to come in and take over. Come on, guy who said Muslims are going to take over Canada. How well received do you thing that will be?! I have Muslim and Indian friends and they are not like this idiot.
Identity Attack0.2808415
Insult0.40243408
Profanity0.07482228
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.37694603 Constructive 0.852 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …

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.