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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 is old" 312 comments · Page 1 of 13
This video is crap. This is old news.
This video is crap. This is old news.
Identity Attack0.0036843822
Insult0.7029267
Profanity0.7460686
Threat0.0011693999
Severe Toxicity0.0001489275
Toxic 0.96247745 Insult
Dec 8, 2025 15 likes
Omg the old white guy is racist as fuck I can’t believe he says this things in broad daylight about Africans damn
Omg the old white guy is racist as fuck I can’t believe he says this things in broad daylight about Africans damn
Identity Attack0.69783735
Insult0.71027446
Profanity0.7785769
Threat0.06820184
Severe Toxicity0.45895407
Toxic 0.9248995 Moderate Con 0.348 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Its fuckin RETARDED ! They wanna move somewhere els and make it like their old country, why even move if your not gonna embrace the culter you ran too.
Its fuckin RETARDED ! They wanna move somewhere els and make it like their old country, why even move if your not gonna embrace the culter you ran too.
Identity Attack0.4774257
Insult0.71120167
Profanity0.8117245
Threat0.017156094
Severe Toxicity0.45895407
Toxic 0.89241093 Low Con 0.21 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
India is a literal shit hole. Please don't come to Canada and turn it into a shit hole too </3 I immigrated here when I was 3 years old from the UK so I can't …
India is a literal shit hole. Please don't come to Canada and turn it into a shit hole too </3 I immigrated here when I was 3 years old from the UK so I can't say much on the topic but ya....
Identity Attack0.6682205
Insult0.65865606
Profanity0.8089582
Threat0.021472665
Severe Toxicity0.4379392
Toxic 0.8778702 Constructive 0.565 Identity Attack Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Old bike dude is an idiot!
Old bike dude is an idiot!
Identity Attack0.08252834
Insult0.8685752
Profanity0.46460027
Threat0.010757755
Severe Toxicity0.055630904
Toxic 0.8629672 Low Con 0.202 Insult Meta_Commentary
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
2:15 and ur grandpa stole 45 trillion, killed millions by starving them to death in that shit hole u mentioned 🎉 they worked hard from ur attire and language I'm sure u are working in …
2:15 and ur grandpa stole 45 trillion, killed millions by starving them to death in that shit hole u mentioned 🎉 they worked hard from ur attire and language I'm sure u are working in septic tank cleaning 🧹🧼___old fart don't blame others for ur incapability __they're not the reason for ur failed life PIRATES grandson🎉
Identity Attack0.28034934
Insult0.6677319
Profanity0.6242122
Threat0.44531298
Severe Toxicity0.50703704
Toxic 0.85333383 Low Con 0.237 Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The Polish old uncle is just speaking shit, lol
The Polish old uncle is just speaking shit, lol
Identity Attack0.44690517
Insult0.5678696
Profanity0.80158395
Threat0.010058682
Severe Toxicity0.2281948
Toxic 0.8403191 Low Con 0.161 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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 old white guy had absolutely 0 fuck’s to give!😂😂😂
That old white guy had absolutely 0 fuck’s to give!😂😂😂
Identity Attack0.5135796
Insult0.5130944
Profanity0.7092837
Threat0.030278467
Severe Toxicity0.35368225
Toxic 0.83334327 Low Con 0.276 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It's always the same – the lowest of white trash talking the most shit about other races. Some fat old Canadian-born guy, still on a bicycle in his 50s, claiming Indians are dirty and Africans …
It's always the same – the lowest of white trash talking the most shit about other races. Some fat old Canadian-born guy, still on a bicycle in his 50s, claiming Indians are dirty and Africans have IQs below 70. Yet somehow these people are "taking over his country" while he can't even land a job. Not being racist here – he called himself white trash.
Identity Attack0.69661283
Insult0.7218519
Profanity0.5013569
Threat0.012440704
Severe Toxicity0.3494667
Toxic 0.7856813 Moderate Con 0.424 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Mmh white dude on the bike said he hates all African. 😂ain’t non like the typical old white racist trash.
Mmh white dude on the bike said he hates all African. 😂ain’t non like the typical old white racist trash.
Identity Attack0.76079035
Insult0.6677319
Profanity0.39498812
Threat0.019573374
Severe Toxicity0.33047765
Toxic 0.7856813 Low Con 0.277 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
What a lieing reporter you are, any 5 yr old can see what a falsified report this is, give us honest stats!!! Fkn liers
What a lieing reporter you are, any 5 yr old can see what a falsified report this is, give us honest stats!!! Fkn liers
Identity Attack0.058856625
Insult0.6831271
Profanity0.55356324
Threat0.016810767
Severe Toxicity0.2322463
Toxic 0.78207105 Low Con 0.156 Insult
Aug 18, 2019 How much do refugees and …
They're dirty, rude and entitled. All they want it handouts and scream racism if they dont hey their way. Its old and pathetic.
They're dirty, rude and entitled. All they want it handouts and scream racism if they dont hey their way. Its old and pathetic.
Identity Attack0.11744241
Insult0.7804726
Profanity0.2337357
Threat0.0101363575
Severe Toxicity0.02439716
Toxic 0.7675452 Moderate Con 0.306 Insult Identity_Assertion
Sep 6, 2025 1 likes Why Canadians Are Turning Against …
OMG,like today, i was in the park, and this old white man told me my music is too loud .He was like really,really old.He was like between 35 and 40. He was like telling me …
OMG,like today, i was in the park, and this old white man told me my music is too loud .He was like really,really old.He was like between 35 and 40. He was like telling me my music is too loud.So i tell him to go "FUCK HIM HIMSELF." It's so rude to tell someone to turn their music down.OMG ,like raaalley!!!!
Identity Attack0.39677486
Insult0.47630358
Profanity0.70864636
Threat0.09929679
Severe Toxicity0.35368225
Toxic 0.76197964 Constructive 0.509 Humor_Satire
Aug 26, 2025 Why Canadians Are Turning Against …
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. …
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. I am an immigrant in 1991 at 6 months old, citizen since 1991. I care more about keeping Canadian culture then you pussy libs ever will. thanks for nothing. vote correctly next time....WESTERN CANADA INDEPENENCE WE DONT NEED YOU ONTARIO If anyone of you ever left this nation and travelled to somewhere that wasn't the west, you will understand the importance of keeping this nation how it was.
Identity Attack0.41975367
Insult0.7298119
Profanity0.48510036
Threat0.023544617
Severe Toxicity0.3536391
Toxic 0.76197964 Moderate Con 0.479 Insult
Sep 17, 2025 Why Canadians Are Turning Against …
We have indi.ans workers in tim hortons in canada here. They have offered 30k 17 year old canadian girls to marry for PR. These aninals are pigs
We have indi.ans workers in tim hortons in canada here. They have offered 30k 17 year old canadian girls to marry for PR. These aninals are pigs
Identity Attack0.53446084
Insult0.71120167
Profanity0.3351773
Threat0.013165667
Severe Toxicity0.16960317
Toxic 0.718943 Moderate Con 0.351 Identity Attack Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
@8:55... they walk naked inside the home and you walk naked on the street. First you change you old hypocrite....
@8:55... they walk naked inside the home and you walk naked on the street. First you change you old hypocrite....
Identity Attack0.0233943
Insult0.71120167
Profanity0.2424468
Threat0.016465442
Severe Toxicity0.023223408
Moderate 0.6827122 Low Con 0.119 Insult Humor_Satire
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
One Indian family I met used a church claiming to be persecuted Christians to come here and got PR upon arrival. They have a daughter who should be in school but they keep her home …
One Indian family I met used a church claiming to be persecuted Christians to come here and got PR upon arrival. They have a daughter who should be in school but they keep her home and are more interested in finding their 14 Yr old a Hindu or Muslim husband. Canadian immigration is a fucking joke!
Identity Attack0.6106996
Insult0.5130944
Profanity0.5865656
Threat0.017156094
Severe Toxicity0.21290472
Moderate 0.681338 Moderate Con 0.487 Identity Attack Insult
Nov 24, 2025 1 likes Thousands of refugees allowed into …
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working …
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working for thw first time because all new begginer entry lvl jobs are taken by all the east indians and other foriegm worker bs. It needs to change, something needs tohappen before it to late, tbh it already feels to late theyve been slowly but steady moving all of India/chyna over and taken over Canada. It feels very weird being a white person walking around your own country getting weird angry looks when you go to a specific area or neighborhood. Its just Wrong it shouldnt be like that. Dont come into our fucking country and try n turn it into your old shithole one, you Follow OUR COUNTRYs rules and laws. Smh. Canada so cooked. Love your work Tyler keep up to good stuff. Hope you enjoyed the way while you were here.
Identity Attack0.4482637
Insult0.5130944
Profanity0.5865656
Threat0.023889944
Severe Toxicity0.23225145
Moderate 0.6544696 Constructive 0.713 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Why are these white people so scared of becoming a minority in that city? Are minorities treated bad or something? Is that why they are scared? By the way, the 60-year-old man with the cap …
Why are these white people so scared of becoming a minority in that city? Are minorities treated bad or something? Is that why they are scared? By the way, the 60-year-old man with the cap on backwards saying they pay no taxes, do you pay taxes? It looks like you can't even take care of yourself and pay no taxes yourself. Hypocrite.
Identity Attack0.46028158
Insult0.66500133
Profanity0.17101645
Threat0.009204263
Severe Toxicity0.023076924
Moderate 0.6426206 Moderate Con 0.426 Insult
Nov 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Us “old stock” Indians DO NOT WANT THIS BS HERE! Trudeau and his stupid Liberal policies WRECKED immigrations. Now Brampton and most of Canada is overrun with Punjabi “temp workers” “international students” “asylum seekers” etc. …
Us “old stock” Indians DO NOT WANT THIS BS HERE! Trudeau and his stupid Liberal policies WRECKED immigrations. Now Brampton and most of Canada is overrun with Punjabi “temp workers” “international students” “asylum seekers” etc. They have RUINED what used to be a nicely mixed city of Brampton. It used to be clean, friendly, safe….not anymore. I grew up Brampton all my life and I’ve never been afraid of going out in the evenings or to events, until the last 10 years happened, especially the last 7 years. These new Indian immigrants are NOT respectful, not clean, downright rude, they stare at you if you’re a woman, I mean STARE. Im the summers of you wear a dress or shorts (and you’re an Indian or brown girl) they will yell obscene things and stare you down, it’s disgusting.
Identity Attack0.4911651
Insult0.6500014
Profanity0.3496935
Threat0.01254427
Severe Toxicity0.08595808
Moderate 0.63782936 Constructive 0.543 Insult Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better …
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better not go. I would gladly trade away the recent immigrants from Central America who at least 50% of are violent criminals for immigrants from India. Hell, I would love to trade most Americans under 30yrs old for immigrants from India.
Identity Attack0.56445944
Insult0.48569724
Profanity0.5249258
Threat0.06690872
Severe Toxicity0.17926651
Moderate 0.62136006 Constructive 0.592 Identity Attack Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are know for scamming: look st the scam call center in India, they even send in people in person to scam elders in the USA. There is that guy scamming out of gold bars …
Indians are know for scamming: look st the scam call center in India, they even send in people in person to scam elders in the USA. There is that guy scamming out of gold bars from an old veteran pretending he was with the military. India is know for corruption, rape against women, murders and scamming. Indians need to fix india and stay in india.
Identity Attack0.61901736
Insult0.5130944
Profanity0.33453682
Threat0.2836219
Severe Toxicity0.35094213
Moderate 0.6027529 Moderate Con 0.48 Identity Attack Insult Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Shitting on immigrants when the economy takes a hit, it’s as old as the rosetta stone unfortunately.
Shitting on immigrants when the economy takes a hit, it’s as old as the rosetta stone unfortunately.
Identity Attack0.43896464
Insult0.4378843
Profanity0.6001929
Threat0.030969119
Severe Toxicity0.08332442
Moderate 0.6027529 Low Con 0.246 Moral_Argument
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Rape ? Let’s talk about rape . Just google the worst sex offenders, rapists /murderers like Karla homologation and Paul Bernardo who raped and killed more than a dozen women , they are great looking …
Rape ? Let’s talk about rape . Just google the worst sex offenders, rapists /murderers like Karla homologation and Paul Bernardo who raped and killed more than a dozen women , they are great looking WHITE CANADIAN, isn’t ? or Colonel Russel Williams , the Canadian airforce base commander who raped and murdered women while cross dressing at night and flying the prime minister ….another WHITE GOOD CANADIAN . what about the worst of worst serial pedophiles like the famous EPSTEIN …THAT’S A STEIN , who basically made a living raping , abusing and exploiting underage innocent white women . You see I can go on and on, but the worst of the worst when it comes to rape and sexual violence are the good old white Canadians, Americans ……
Identity Attack0.4911651
Insult0.5332045
Profanity0.32965264
Threat0.43656045
Severe Toxicity0.33047765
Moderate 0.6020386 Moderate Con 0.452 Insult Moral_Argument
Jan 28, 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.