Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "You claim not to be …" 264 comments · Page 2 of 11
All of these fake colleges that Canada is letting Indians and other immigrants in are absolutely ridiculous. A ridiculous amount of uneducated immigrants from a several countries are coming in as fake students and fake …
All of these fake colleges that Canada is letting Indians and other immigrants in are absolutely ridiculous. A ridiculous amount of uneducated immigrants from a several countries are coming in as fake students and fake asylum claims and Canadians have to suffer as a consequence. These people also take loans and cash out on credit, take cash and run back to their country. The rest of Canadians are left holding the bill. F this libtard government we live in.
Identity Attack0.46028158
Insult0.58196646
Profanity0.2761231
Threat0.01101667
Severe Toxicity0.02449106
Moderate 0.5885171 Moderate Con 0.408 Insult
Sep 30, 2025 IRCC Names India in Study …
Canada..America..Australia seems like NOBODYS land.Coz if anybody was to claim it...I mean just bare with them.Immigration is same shit different times.The Natives would have complained if they were to be interviewed when the white people …
Canada..America..Australia seems like NOBODYS land.Coz if anybody was to claim it...I mean just bare with them.Immigration is same shit different times.The Natives would have complained if they were to be interviewed when the white people arrived and changed stuff too.
Identity Attack0.50917345
Insult0.46327567
Profanity0.541926
Threat0.012285355
Severe Toxicity0.09912638
Moderate 0.5885171 Constructive 0.502 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Disgusting that u didn’t challenge the claim of sub down syndrome African IQ which is a blatant lie
Disgusting that u didn’t challenge the claim of sub down syndrome African IQ which is a blatant lie
Identity Attack0.44690517
Insult0.5130944
Profanity0.2337357
Threat0.009074804
Severe Toxicity0.031420294
Moderate 0.5716857 Low Con 0.156 Insult Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Identity Attack0.11280017
Insult0.48569724
Profanity0.44890457
Threat0.01254427
Severe Toxicity0.028730227
Moderate 0.5559701 Low Con 0.183 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with …
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with the fluorenscent vest claims!!! We have African brothers and sisters who are basically geniuses. We have that, too, better than whites. Inventions made by Blacks but, the white man wanted the credit so bad for it. That's your story, anything Africans/Blacks create, y'all want to steal and, "make it ours" and you alter history books and other storytelling materials for that. You people have a serious issue and he claims whites as being the good ones? 😂😂 Seriously, this bullshit boils my blood, it makes me sick. No one is good except God! Just because you do not understand another man's culture, it doesn't mean he's of low intelligence. Same language dialects. I can't believe he said such bullshit about my people! Does he mingle with us or know us?! He looks like he's probably stayed in Canada all his life until now. This is pathetic but I know you whites are just afraid and terrified of us. I'll never forget the way we suffered and still are.
Identity Attack0.55044734
Insult0.48484445
Profanity0.48510036
Threat0.06863153
Severe Toxicity0.23225832
Moderate 0.5532103 Constructive 0.654 Identity Attack Moral_Argument
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
15:38 Yeah.. but you endorse hooking up with goats and 13 year old children getting married to grown men. Beating and stoning women for not wearing something on their head or covering their faces. You …
15:38 Yeah.. but you endorse hooking up with goats and 13 year old children getting married to grown men. Beating and stoning women for not wearing something on their head or covering their faces. You endorse killing people because of their belief or religion.. You claim your religion and God is about peace and love... The God you worship is clearly not my God. Yeah... sit down.
Identity Attack0.41052565
Insult0.4339631
Profanity0.35597226
Threat0.37858796
Severe Toxicity0.16960317
Moderate 0.54325575 Moderate Con 0.44
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
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...
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a …
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a day in Niagara Falls family day and everything is closed. Did you not check it? This video. You make it sound like everybody who is the greatest of Indian move to Franklin people from my neighbourhood they do talk to us saying hello. Help me when I’m at Walmart. Is the person that moving to send if you’re racist country. You’ll talk to Canadians who represent you more than they represent us and your post. What they say must be interesting in your bizarre echo chamber.
Identity Attack0.29035977
Insult0.42567953
Profanity0.46460027
Threat0.01940071
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.56 Meta_Commentary
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
enviable? really? then why does Global have to send a Chinese girl downtown to interview immigrants that have been here for 50 yrs, yet still can't speak basic English, not just them, I've seen people …
enviable? really? then why does Global have to send a Chinese girl downtown to interview immigrants that have been here for 50 yrs, yet still can't speak basic English, not just them, I've seen people that claim they've been here for 25, same thing, who also aren't Drs, professionals, you know all the delusions that you are talking about, cause that's the bullshit lie that we needed all these immigrants for skilled jobs, like the lie that all cabbies are really Drs, engineers, ect.... it's a lie, from the start, cause we needed to keep the boomers in the lifestyle they didn't pay for, ie all the debt/deficits since 68 when they started voting
Identity Attack0.38238457
Insult0.46923602
Profanity0.44431314
Threat0.025098583
Severe Toxicity0.07542343
Moderate 0.50789946 Constructive 0.511 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
To see so many "likes" and "laughs" for the guy on the bike is despicable. He was not "speaking facts", he was simply being ignorant and racist, which you guys love to see, smh. I …
To see so many "likes" and "laughs" for the guy on the bike is despicable. He was not "speaking facts", he was simply being ignorant and racist, which you guys love to see, smh. I always find it so fascinating how much "hate" the world has for Africans/blacks. Claiming that they're "sooooo inferior/unintelligent"🙄😒 lol, we all know that IF that were honestly the case then the world wouldn't need to constantly try to put them at a disadvantage. IF you all honestly believed that "blacks are inferior", then you wouldn't constantly be obsessed with black people, you'd simply let them be. We all know it's a projection. People see the greatness and constant resilience of blacks, which pisses you guys off lol. Now argue amongst yourselves under my comment 😌✊🏽✊🏾✊🏿😝
Identity Attack0.5075293
Insult0.49389273
Profanity0.2659699
Threat0.014393489
Severe Toxicity0.02458496
Moderate 0.50759226 Constructive 0.545 Identity Attack Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
300,000 asylum claims so far this year alone. Canadians will be paying each of them $82,000 a year to shit on our country and laugh in our face.
300,000 asylum claims so far this year alone. Canadians will be paying each of them $82,000 a year to shit on our country and laugh in our face.
Identity Attack0.31015682
Insult0.42167732
Profanity0.45448917
Threat0.018882722
Severe Toxicity0.023505108
Moderate 0.50503236 Moderate Con 0.333 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Come on Vassy you are sounding rediculous. What does it matter 10,000 or 100,000 anyone committing a bogus claim needs to be weeded out and sent home. Doesn't this just make sense why should they …
Come on Vassy you are sounding rediculous. What does it matter 10,000 or 100,000 anyone committing a bogus claim needs to be weeded out and sent home. Doesn't this just make sense why should they have better health care than I do as a Canadian who has contributed for years.
Identity Attack0.02821777
Insult0.5543018
Profanity0.09001675
Threat0.012078222
Severe Toxicity0.01322045
Moderate 0.4838166 Moderate Con 0.457 Insult Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
Most Indians in canada are not as welcoming as they claim...they disrepect women, and only hire eachother. Why is their country horrible?...because of their culture and the extreme sexism and class divides. This video is …
Most Indians in canada are not as welcoming as they claim...they disrepect women, and only hire eachother. Why is their country horrible?...because of their culture and the extreme sexism and class divides. This video is not accurate
Identity Attack0.5516043
Insult0.42743355
Profanity0.10054382
Threat0.00866054
Severe Toxicity0.023076924
Moderate 0.48141238 Constructive 0.611 Identity Attack
Sep 20, 2025 15 likes Inside Canada's Indian Metropolis (Brampton)
The Indian guy claiming that "Canada can't survive without india" is falsifying , no one should even give him a forum to say such nonsense , let alone believe him .
The Indian guy claiming that "Canada can't survive without india" is falsifying , no one should even give him a forum to say such nonsense , let alone believe him .
Identity Attack0.38200524
Insult0.5130944
Profanity0.07643871
Threat0.009178371
Severe Toxicity0.014963473
Moderate 0.47886392 Low Con 0.24 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
they literally are like pests, always claiming how proud indians they are. But why not stay in your country if you are proud of it. How they are getting in all countries is absolutely intolerable …
they literally are like pests, always claiming how proud indians they are. But why not stay in your country if you are proud of it. How they are getting in all countries is absolutely intolerable there must be a limit for them!
Identity Attack0.50515765
Insult0.47384647
Profanity0.22703624
Threat0.034422375
Severe Toxicity0.043077253
Moderate 0.47886392 Moderate Con 0.386 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
4:06 That claim is ignorant and racist. No group in India eats poop. Some Indians living abroad feel "embarrassed" and wrongly blame “lower class” people. In reality, using cow dung or urine as “holy” is …
4:06 That claim is ignorant and racist. No group in India eats poop. Some Indians living abroad feel "embarrassed" and wrongly blame “lower class” people. In reality, using cow dung or urine as “holy” is a fringe belief by upper class people only, not followed by 99.9% Indians and not part of normal daily life. Anyone who actually does such things is doing a rare, attention-seeking stunt, not practicing Indian culture. Using extreme and rare examples to judge a whole country or class shows ignorance, not superiority.
Identity Attack0.44690517
Insult0.4555076
Profanity0.357228
Threat0.035458352
Severe Toxicity0.059217658
Moderate 0.47886392 Moderate Con 0.472 Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
America Canada Australia and New Zealand. All stolen land funny how a thief believes in his own lies .Makes sense why they support Europeans in the Middle East attempting to claim arab land. This disease …
America Canada Australia and New Zealand. All stolen land funny how a thief believes in his own lies .Makes sense why they support Europeans in the Middle East attempting to claim arab land. This disease will lead to their destruction. God's karma. R.I.P. to all the fallen natives
Identity Attack0.44690517
Insult0.49151286
Profanity0.07708528
Threat0.03787563
Severe Toxicity0.023076924
Moderate 0.47772613 Low Con 0.234 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
Identity Attack0.44690517
Insult0.5101222
Profanity0.05017922
Threat0.009463178
Severe Toxicity0.020644438
Moderate 0.47772613 Low Con 0.183 Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
HOW ABOUT THE REFUGEES WITH MULTIPLE WIVES AND EACH WIFE PRODUCES A FAMILY. SO DOES THE HUSBAND CLAIM MULTIPLE FAMILY CHEQUES EVERY MONTH.????????????? NOW THAT YOU'VE PUKED OUT THIS SO CALLED PROPAGANDA FOR THE LEFT, …
HOW ABOUT THE REFUGEES WITH MULTIPLE WIVES AND EACH WIFE PRODUCES A FAMILY. SO DOES THE HUSBAND CLAIM MULTIPLE FAMILY CHEQUES EVERY MONTH.????????????? NOW THAT YOU'VE PUKED OUT THIS SO CALLED PROPAGANDA FOR THE LEFT, YOU JUST REPEATED WHAT IS WRITTEN IN THE LAW BOOKS; NOT WHAT IS REALLY HAPPENING UNDER THE TRUDEAU GOVERNMENT! YOU NWO GOVERNMENT PEOPLE WILL NOT CHANGE FACTS! THIS WOMAN IS JUST ANOTHER LEFT PUPPET!
Identity Attack0.20088354
Insult0.5130944
Profanity0.0864606
Threat0.008401625
Severe Toxicity0.01644827
Moderate 0.47622904 Low Con 0.217 Insult
Nov 9, 2019 How much do refugees and …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to claims of "racism" just for calling out issues created and perpetuated by Indian colleagues. How many scam calls are we all getting now, how many jobs are we losing to them now, how many incentives are companies exploiting by hiring them just to drive profits now? I have a university degree and cannot get a job after such terrible experiences with these people in the workplace so I am going back to school in order to enter a type of industry they have not 'yet' taken over. Boomer thinking, their voting of Liberals and media brainwashing of "cultural diversity" has brought these issues to the boiling point. Enough is enough! Go back to India!
Identity Attack0.4911651
Insult0.48627716
Profanity0.08678388
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.47473195 Constructive 0.635
Jul 23, 2025 1 likes How Canada broke its immigration …
Which is better Canada or India? Indians: INDIA! Canadians: Then f'n go back! What pisses me off is these people came here as supposedly rich foreign students only to turn around and drain our food …
Which is better Canada or India? Indians: INDIA! Canadians: Then f'n go back! What pisses me off is these people came here as supposedly rich foreign students only to turn around and drain our food banks while they still had money and claim asylum as soon as their student visa runs out.
Identity Attack0.46028158
Insult0.40420914
Profanity0.3938786
Threat0.012854968
Severe Toxicity0.038593806
Moderate 0.47119883 Moderate Con 0.424 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
The guy with the bicycle is spewing flat-out racist garbage with zero scientific basis. Sub-Saharan Africa has produced Nobel laureates, and world-class professionals in diverse disciplines including surgeons, mathematicians, and engineers. His misinformed and slanderous …
The guy with the bicycle is spewing flat-out racist garbage with zero scientific basis. Sub-Saharan Africa has produced Nobel laureates, and world-class professionals in diverse disciplines including surgeons, mathematicians, and engineers. His misinformed and slanderous claims originate from long-debunked colonial-era pseudoscience designed to justify oppression and not discover truth. The global scientific consensus is clear: no meaningful cognitive difference exists between human populations. Anyone stating otherwise is either ignorant or deliberately spreading dehumanizing propaganda, and deserves to be called out for exactly what they are.
Identity Attack0.28034934
Insult0.5130944
Profanity0.13608865
Threat0.010421164
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.43 Insult Moral_Argument
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such …
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such thing as a palastinian. It is not a land nor a nationality. They are killer muslims raised to hate the jews. I will retire soon, wealthy. I'm moving to the usa because I believe Canada will get worse. I believe the people from India have destroyed Canada as they have destroyed India. I would live with Mexicans ANYDAY over them! We need a Trump clone to get rid of them all. All they have done is made us racist because of how they live and how they treat us. Marc C is not going to do anything but make it way worse.
Identity Attack0.5135796
Insult0.40243408
Profanity0.092279755
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.45751464 Moderate Con 0.469 Identity Attack Fear_Threat
Sep 29, 2025 Why Canadians Are Turning Against …
Wait what about the native canadian people ? its okay for you to colonize and claim , but if someone else come and live peacefully , didnt your ancestors came to india for 300 years …
Wait what about the native canadian people ? its okay for you to colonize and claim , but if someone else come and live peacefully , didnt your ancestors came to india for 300 years and colonized and killd million ? oh the real problem is indians coming here
Identity Attack0.55044734
Insult0.26957804
Profanity0.062454045
Threat0.13717735
Severe Toxicity0.023082556
Moderate 0.44573322 Moderate Con 0.408 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The only Krispy Kreme location in Mississauga has them all working there. I love their donuts but it’s ruining it for me now. They are literally taking over every business and franchise. There are other …
The only Krispy Kreme location in Mississauga has them all working there. I love their donuts but it’s ruining it for me now. They are literally taking over every business and franchise. There are other races here long before them that want and need a job too. Why not mix it up and truly be multicultural like Canada claims to be? How is this even allowed? We are nothing but a clown show country on the world stage.
Identity Attack0.24970764
Insult0.48627716
Profanity0.070942834
Threat0.007029374
Severe Toxicity0.00957489
Moderate 0.4394682 Constructive 0.603 Identity_Assertion
Jan 29, 2026 1 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.