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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: "Why are you showing an …" 403 comments · Page 3 of 17
such racists. imagine how the native people felt when the europeans showed up and took over the whole country instead of a fricking city. jeezus.
such racists. imagine how the native people felt when the europeans showed up and took over the whole country instead of a fricking city. jeezus.
Identity Attack0.44690517
Insult0.5130944
Profanity0.42185885
Threat0.011508608
Severe Toxicity0.05832097
Moderate 0.5779532 Low Con 0.195 Insult
Oct 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I live in suburban Toronto right next to Brampton, thanks for bringing attention to this matter. Everything you showed in this video is 100% facts. These guys have turned Toronto into a crime-ridden shithole, tons …
I live in suburban Toronto right next to Brampton, thanks for bringing attention to this matter. Everything you showed in this video is 100% facts. These guys have turned Toronto into a crime-ridden shithole, tons of home invasions, auto thefts and robberies are through the roof, taking all of the jobs and opportunities away from young Canadians, etc. Youth unemployment in Canada is 25% all because of these guys. These Indians use these shitty no-name "colleges" to sneak their way into Canada and then don't leave when their visas expire and work illegally under table, not paying taxes on their income like the rest of us do. In Brampton, you'll often find 3-4+ families living in the same house. Pretty much any restaurant or establishment you go to, there will be mostly Indians working there, barely any white people. It's a plague.
Identity Attack0.5135796
Insult0.5177041
Profanity0.50818664
Threat0.03718498
Severe Toxicity0.17926651
Moderate 0.5721988 Constructive 0.719 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What a clown show. Might as well pull out the turbin dudes in pierres front bench to explain how great our immigration has been. Dump of a country now.
What a clown show. Might as well pull out the turbin dudes in pierres front bench to explain how great our immigration has been. Dump of a country now.
Identity Attack0.10221587
Insult0.6261769
Profanity0.098067984
Threat0.011482717
Severe Toxicity0.018578632
Moderate 0.568186 Low Con 0.141 Insult Identity_Assertion
Feb 20, 2026 LILLEY UNLEASHED: The fall of …
Why? Only one answer as a Canadian. Work your ass off! Be smart! Provide only for your families! Smile at others and show you are doing everything you can.
Why? Only one answer as a Canadian. Work your ass off! Be smart! Provide only for your families! Smile at others and show you are doing everything you can.
Identity Attack0.24970764
Insult0.4710501
Profanity0.47435758
Threat0.010550622
Severe Toxicity0.028730227
Moderate 0.55739564 Moderate Con 0.473 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Love how Canada quietly decided that a driver's license in India and Bangladesh were the equal to ours that requires zero testing. What a clown show of a country.
Love how Canada quietly decided that a driver's license in India and Bangladesh were the equal to ours that requires zero testing. What a clown show of a country.
Identity Attack0.28034934
Insult0.6120431
Profanity0.078378424
Threat0.0074954215
Severe Toxicity0.014447021
Moderate 0.55739564 Low Con 0.195 Insult Policy_Critique
Jan 21, 2026 26 likes Why Canada’s immigration system has …
That's how pissed the original "Indians" were when these white hicks showed up 150+ years ago.
That's how pissed the original "Indians" were when these white hicks showed up 150+ years ago.
Identity Attack0.5698139
Insult0.5130944
Profanity0.39409557
Threat0.019918699
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.257 Identity Attack Insult
Oct 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back and my life I feel am surrounded by unfriendliness THANKS FOR READING. I also work for a company that hires them sometimes I am a minority in my own surrounded by Turbans and Muslims its so fucking wierd.
Identity Attack0.5135796
Insult0.41530323
Profanity0.570067
Threat0.013010317
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.615 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
These are the worms on my taxes paid. Basically, worms on taxpayers' money. The western and Muslim ecosystems need to be brought down. Stop hate against India. I know, you guys are covering up those …
These are the worms on my taxes paid. Basically, worms on taxpayers' money. The western and Muslim ecosystems need to be brought down. Stop hate against India. I know, you guys are covering up those belong to western and Muslim ecosystems. @drsjaishankar, #NoFTAWithCanada! Indians of Hindu origin, it's time to show these worms of purchasing power of Hindus by boycotting these ecosystems.
Identity Attack0.56445944
Insult0.5130944
Profanity0.26628086
Threat0.08396416
Severe Toxicity0.16960317
Moderate 0.5566829 Moderate Con 0.317 Identity Attack Insult Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Identity Attack0.27682206
Insult0.48228607
Profanity0.41570562
Threat0.07093142
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.673 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
The woman and other 2 person were Pakistani. The question is why is he talking mostly to Pakistani immigrants who will surely talk shit about Indians. It looks like purposefully wanted to show indian immigration …
The woman and other 2 person were Pakistani. The question is why is he talking mostly to Pakistani immigrants who will surely talk shit about Indians. It looks like purposefully wanted to show indian immigration on badside and not ahow actual opinions of people
Identity Attack0.50515443
Insult0.4339631
Profanity0.50818664
Threat0.012492486
Severe Toxicity0.05473421
Moderate 0.54823303 Moderate Con 0.477 Identity Attack
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
This show your mentality sick character! When your bigot forefathers came to india to loot us and grand children of them are judgeing us 😂that quite weird
This show your mentality sick character! When your bigot forefathers came to india to loot us and grand children of them are judgeing us 😂that quite weird
Identity Attack0.3817989
Insult0.5678696
Profanity0.17334256
Threat0.010447056
Severe Toxicity0.023505108
Moderate 0.54325575 Low Con 0.251 Insult Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same …
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same way California has done with other groups to the point they constantly vote Liberal. Canada is a complete shit show and the LMIA scams expose how big the rot is. I see more Turban in Toronto than Canadians its insane, it was not like this 20 or 30 years ago at all. Also the SIkhs/Panjabs in Canada will ultimately want an ethno state within Canada they have a lot more political power in Canada than in their native country .
Identity Attack0.4911651
Insult0.5130944
Profanity0.4185329
Threat0.030278467
Severe Toxicity0.16960317
Moderate 0.52139956 Moderate Con 0.455 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. …
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. How many people in one family can milk that? Did you know if you're a working person? You would have to gross Almost $160,000 per year. In order to net 83000 Which is what they get to come here. It's an absolute disgrace, absolute insanity and a disgrace to every hard-working Canadian.!.😢😮
Identity Attack0.37953663
Insult0.54471385
Profanity0.10023434
Threat0.017674083
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.42 Insult Unverified_Claim
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
It shows you how demented and sick are country is just give everybody everything except for the Canadian s
It shows you how demented and sick are country is just give everybody everything except for the Canadian s
Identity Attack0.5051609
Insult0.5130944
Profanity0.09260304
Threat0.008129764
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.212 Identity Attack Insult Fear_Threat
Feb 24, 2026 1 likes 'We do know that there's …
Bro on the bike is a white trash liar especially on the whole Africa IQ thing. He is referring to claims made by a debunked scientist called Richard Lynn. "major academic critiques have accused Richard …
Bro on the bike is a white trash liar especially on the whole Africa IQ thing. He is referring to claims made by a debunked scientist called Richard Lynn. "major academic critiques have accused Richard Lynn of deliberate bias and systematic misrepresentation to fit a specific ideological agenda. Independent researchers have found that he consistently selected data that favored his preconceived conclusions while ignoring contradictory evidence. Evidence of Systematic Bias Peer-reviewed analyses by researchers such as Jelte Wicherts identified several patterns suggesting intentional distortion in Lynn's work: Cherry-picking Low Scores: Lynn was found to have systematically excluded studies that showed higher IQ averages in African countries. He reportedly ignored every available study reporting an average IQ above 85 for African samples. Misrepresentation of Samples: In one "egregious" example for Equatorial Guinea, Lynn assigned a national IQ of 59 based on a single study of children who were in a home for the developmentally disabled in Spain, not a representative group from the country itself. Inconsistent Selection Criteria: Critics noted that Lynn's only consistent rule for including a study appeared to be the final score; lower scores were more likely to be included regardless of the sample's health or representativeness. Ideological Motivation Experts and organizations like the Southern Poverty Law Center (SPLC) argue that Lynn's work was not impartial science but was motivated by white nationalist and eugenicist ideologies: "Race Realism": Lynn was a long-time advocate of "race science," a fringe field that attempts to use biological data to justify racial hierarchies. Political Agenda: He openly argued that nations with high IQs must "subjugate or eliminate" lower-IQ groups to maintain dominance. He also advocated for the breakup of the U.S. into racial ethno-states and promoted anti-immigration and eugenics policies. Funding Ties: Much of his work was supported by the Pioneer Fund, an organization founded by Nazi sympathizers to promote "race betterment" and white supremacy. Scientific Consequences As a result of these documented flaws, the academic community has largely rejected his datasets: Revoked Status: In 2018, Ulster University revoked Lynn's emeritus status due to the "racist and sexist" nature of his work. Formal Rejection: The European Human Behavior and Evolution Association issued a formal statement in 2020 advising all researchers to stop using Lynn’s data, labeling it "unsound" and "scientifically unreliable". Publisher Reviews: As of late 2024 and 2025, major academic publishers like Elsevier have initiated comprehensive reviews of his published research due to mounting evidence of its "fundamentally flawed" and "misleading" nature. "
Identity Attack0.44690517
Insult0.5497792
Profanity0.36230123
Threat0.045895394
Severe Toxicity0.067522444
Moderate 0.51869136 Constructive 0.52 Insult Unverified_Claim
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
This is what is knows as soft racism, what people like ishowspeed is doing showing sides of Africa that no one have seen and they are also people. The these just show people like "I …
This is what is knows as soft racism, what people like ishowspeed is doing showing sides of Africa that no one have seen and they are also people. The these just show people like "I hate everyone from Africa like Africa is only Sudan or Somalia... Or Indians eat poop how bizzar is that... There are bad but not everyone is bad... This guy prove everytime I see this video I don't like his videos.... But not all videos are bad. And ofc these illegal stuff is bad, as this title have India I am sure this video will get heat.... cuz everyone hate hardworking people Edit - I also like this guy cuz he is equally racist to everyone... showing the real stuff
Identity Attack0.46028158
Insult0.40243408
Profanity0.34391102
Threat0.054624002
Severe Toxicity0.16960317
Moderate 0.509388 Constructive 0.743
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's so disgusting and sick to see hate mongering, racism and bigotry being normalized. It shows there's something really wrong with you.
It's so disgusting and sick to see hate mongering, racism and bigotry being normalized. It shows there's something really wrong with you.
Identity Attack0.099072486
Insult0.5393265
Profanity0.13697
Threat0.009204263
Severe Toxicity0.020515325
Moderate 0.509388 Moderate Con 0.322 Insult Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
4:11 “they don’t seems to be eating poop” because they don’t, it’s just western media who shows Indian like this.
4:11 “they don’t seems to be eating poop” because they don’t, it’s just western media who shows Indian like this.
Identity Attack0.36702603
Insult0.31740165
Profanity0.4163752
Threat0.018192071
Severe Toxicity0.043077253
Moderate 0.50759226 Low Con 0.225 Unverified_Claim
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
How dare those Muslims block of streets because they want to pray. It's all deliberate to show Canadians they won't be told what to do by kafirs. You don't need to treat them with respect …
How dare those Muslims block of streets because they want to pray. It's all deliberate to show Canadians they won't be told what to do by kafirs. You don't need to treat them with respect when you know they hate whites, Christians and anyone else who won't bow down to Islamists.
Identity Attack0.58354634
Insult0.36798462
Profanity0.1413768
Threat0.023026628
Severe Toxicity0.023076924
Moderate 0.5024724 Moderate Con 0.36 Identity Attack Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
You have a huge misconception about African people ...do your due diligence It shows how low key your IQ is
You have a huge misconception about African people ...do your due diligence It shows how low key your IQ is
Identity Attack0.29951343
Insult0.5130944
Profanity0.17148167
Threat0.008893564
Severe Toxicity0.023076924
Moderate 0.5024724 Low Con 0.239 Insult Moral_Argument
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Video about how unwanted Indians have taken over a Canadian city ends up being predominantly about bashing Africans, talking about how their IQ is lower than 70. Whatever that means. However, the poor, “you know …
Video about how unwanted Indians have taken over a Canadian city ends up being predominantly about bashing Africans, talking about how their IQ is lower than 70. Whatever that means. However, the poor, “you know what” thrash won’t acknowledge same low IQ Africans don’t have forged certificates, don’t get their degrees from diploma mills like these Indians and actually go to proper Universities. They’re also hardworking, respectful folks who are not in your face and haven’t tried to take over Canada. I was born in Nigeria. I don’t live in Canada not because of Indians, though I see far too many of them in Lagos (because believe it or not, they’re everywhere) but because of personal preferences. Notice how the bikey cr@ck$r was riding on a bike while those he insults are doctors, lawyers, pharmacists, professors, musicians, athletes etc. I know them because many are my friends and former university colleagues here in America. Africans, especially Nigerians are leading in academia, medicine, music, movies. Unlike Indians they also excel in sports the world over, not just pretentious degrees, most of which are cooked up. African is recognized or respected only when he’s white like Elon Musk and Peter Thiel. And yes, cr@ck$rs are mad everywhere bcos the world they thought belonged to them turns out doesn’t at all. They don’t want to work, want to sit in their mom’s basement smoking joint all day, then use their “you know what” privilege to get ahead just because of their skin color and place of birth lands that belonged to other groups which they forcibly stole and developed with unpaid labor & resources, which they also stole from Africa and Indian sub continent. Anyone of you praising bikey should show me your college degree and I’ll give you $100 real dollars. Remind me again when that smart Nigeria Prince wipes out your bank account in his/her internet scam, how stupid he is with low IQ under 70. LOSERS!
Identity Attack0.5498214
Insult0.5130944
Profanity0.22612886
Threat0.020609349
Severe Toxicity0.042180564
Moderate 0.5024724 Constructive 0.565 Identity Attack Insult Policy_Critique
Feb 9, 2026 Inside Canada's Indian Invasion...
2:31 shows how racist the guy is. If people showed Canada a land of junkies, I think that would be mor apt than moriane lake 😂😂😂😂😂
2:31 shows how racist the guy is. If people showed Canada a land of junkies, I think that would be mor apt than moriane lake 😂😂😂😂😂
Identity Attack0.3817989
Insult0.4794537
Profanity0.11477985
Threat0.00951496
Severe Toxicity0.023076924
Moderate 0.5024724 Low Con 0.22
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada has always been an immigration and political sh*t show from inception, only now reality is catching up and showing its true colors. Go ask the First Nations what they think of "real Canadians" complaining …
Canada has always been an immigration and political sh*t show from inception, only now reality is catching up and showing its true colors. Go ask the First Nations what they think of "real Canadians" complaining about immigration and cultural genocide. It's game over and well deserved, sorry to say that baby boomers who took took took and gave nothing back.
Identity Attack0.37082586
Insult0.4534306
Profanity0.4381921
Threat0.02181799
Severe Toxicity0.024725812
Moderate 0.4838166 Moderate Con 0.368 Moral_Argument
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I am an Indian International student right now, been here for 1.5 years and yeah it is true that students don’t show up to classes and most don’t even know how to properly communicate. Due …
I am an Indian International student right now, been here for 1.5 years and yeah it is true that students don’t show up to classes and most don’t even know how to properly communicate. Due to which students like me might be in trouble too. This sucks man like really
Identity Attack0.26663736
Insult0.40189892
Profanity0.47435758
Threat0.013269233
Severe Toxicity0.02402156
Moderate 0.4838166 Constructive 0.663 Personal_Narrative
Oct 7, 2025 IRCC Names India in Study …
Racist video ! When your show pic of punjab and india you just show grey areas not reality when how can you unbiased. Video is for white audience to happy them .
Racist video ! When your show pic of punjab and india you just show grey areas not reality when how can you unbiased. Video is for white audience to happy them .
Identity Attack0.46028158
Insult0.3493834
Profanity0.22562476
Threat0.020954676
Severe Toxicity0.030523606
Moderate 0.48021027 Low Con 0.281 Meta_Commentary
Feb 11, 2026 6 likes 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.