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: "So for all the racists …" 1,070 comments · Page 17 of 43
You found a very racist white on your video. Congratulations.
You found a very racist white on your video. Congratulations.
Identity Attack0.5274064
Insult0.38852
Profanity0.16217725
Threat0.010964886
Severe Toxicity0.023645958
Moderate 0.51980776 Low Con 0.238 Identity Attack Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
He lied when he said "we don't negate anybody"...... the reality is that Hindus are the most racists when it comes to dealing with other religions....
He lied when he said "we don't negate anybody"...... the reality is that Hindus are the most racists when it comes to dealing with other religions....
Identity Attack0.57150364
Insult0.44464502
Profanity0.09098661
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.307 Identity Attack
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm probably gonna make some people mad but here's exactly what is happening the left tell white people their evil and racist and climate change is ending the world so white people don't have kids …
I'm probably gonna make some people mad but here's exactly what is happening the left tell white people their evil and racist and climate change is ending the world so white people don't have kids then they tell black people to murder their babies while still in mother's womb just to replace our population with immigrants
Identity Attack0.5707127
Insult0.36798462
Profanity0.26583168
Threat0.44185185
Severe Toxicity0.11492836
Moderate 0.51980776 Moderate Con 0.445 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
LIES ! Lies Lies ! As Neil deGrasse Tyson would say it ! Pretending to be decent people…….THAT “”white/Cream ”” woman ! In the 51 years I have lived in Ontario as a Canadian Citizen……Canada …
LIES ! Lies Lies ! As Neil deGrasse Tyson would say it ! Pretending to be decent people…….THAT “”white/Cream ”” woman ! In the 51 years I have lived in Ontario as a Canadian Citizen……Canada have always been a Racist Country Starting with The Indigenous people Of Canada !!! Remember Mike Harris the Butcher !!!
Identity Attack0.50588524
Insult0.48675314
Profanity0.042413518
Threat0.008285114
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.364 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
Careful Lilley, pointing out Canada's issues will get you labeled as a traitor, a racist, and pro-Trump by Kinsella and the rest of the "Elbow-Up" crowd.
Careful Lilley, pointing out Canada's issues will get you labeled as a traitor, a racist, and pro-Trump by Kinsella and the rest of the "Elbow-Up" crowd.
Identity Attack0.17847598
Insult0.5739874
Profanity0.038655918
Threat0.008893564
Severe Toxicity0.01483436
Moderate 0.51980776 Moderate Con 0.324 Insult Meta_Commentary
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Indians are destroying canada. They have bought almost all our franchises and housing companies, and are only employing their own. 25% of canadian young adults are unemployed because of them. They do not have a …
Indians are destroying canada. They have bought almost all our franchises and housing companies, and are only employing their own. 25% of canadian young adults are unemployed because of them. They do not have a right to be here. They cry racists if we criticises anythibg. I don't care anymore. It's in every city
Identity Attack0.58354634
Insult0.40243408
Profanity0.10301965
Threat0.030969119
Severe Toxicity0.02453801
Moderate 0.51980776 Moderate Con 0.47 Identity Attack
Sep 20, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
Please keep your racist, classist, simplistic, propaganda in the US. You should be ashamed of this channel and the hate you spread. We don't want your authoritarian xenophobia spreading up into Canada!
Please keep your racist, classist, simplistic, propaganda in the US. You should be ashamed of this channel and the hate you spread. We don't want your authoritarian xenophobia spreading up into Canada!
Identity Attack0.36942887
Insult0.5130944
Profanity0.048425674
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.51869136 Moderate Con 0.303 Insult Moral_Argument
Feb 27, 2026 6 likes Inside Canada's Indian Invasion...
racist channel.
racist channel.
Identity Attack0.37730414
Insult0.42743355
Profanity0.23083201
Threat0.0130621
Severe Toxicity0.023106033
Moderate 0.51869136 Low Con 0.239
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
Modi is a criminal like Bibi and Trump and should all be sitting in the same jail cell...the punjabi people are people of the highest quality and definitely deserve their own country and not under …
Modi is a criminal like Bibi and Trump and should all be sitting in the same jail cell...the punjabi people are people of the highest quality and definitely deserve their own country and not under the boot of the racist Indian government
Identity Attack0.4508763
Insult0.56997263
Profanity0.24910301
Threat0.13228847
Severe Toxicity0.10702737
Moderate 0.51869136 Moderate Con 0.347 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
bro lowkey racist
bro lowkey racist
Identity Attack0.40351558
Insult0.47384647
Profanity0.27882218
Threat0.014220826
Severe Toxicity0.03680043
Moderate 0.51869136 Moderate Con 0.369 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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...
the bike dude is gypsy crusader level racist 😭
the bike dude is gypsy crusader level racist 😭
Identity Attack0.44690517
Insult0.46327567
Profanity0.2637234
Threat0.013631714
Severe Toxicity0.04666401
Moderate 0.51869136 Low Con 0.248 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is going to turn corrupt like India most racist how many
Canada is going to turn corrupt like India most racist how many
Identity Attack0.5135796
Insult0.4794537
Profanity0.10982819
Threat0.014911477
Severe Toxicity0.023505108
Moderate 0.5140397 Low Con 0.196 Identity Attack Fear_Threat
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Modis BJP killed millions of Muslims in Gujarat. To say Hindu respect all religions is BS 😂. Some due but majority of Hindus are racist. Believe in the Cast system
Modis BJP killed millions of Muslims in Gujarat. To say Hindu respect all religions is BS 😂. Some due but majority of Hindus are racist. Believe in the Cast system
Identity Attack0.55044734
Insult0.5130944
Profanity0.3320008
Threat0.42133212
Severe Toxicity0.34977677
Moderate 0.5140397 Moderate Con 0.314 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Such a racist , biased untruthful borderline intolerant article 😡😡😡😡. People from India are highly skilled and your country desperately need them hence your country got them here on H1 and unlike those Islamic country …
Such a racist , biased untruthful borderline intolerant article 😡😡😡😡. People from India are highly skilled and your country desperately need them hence your country got them here on H1 and unlike those Islamic country immigrants who come and slowly invade and hate .. the locals.. Indians .. work hard , PAY TAX , Contribute to country’ s grand GDP , and try to build a life for themselves and families without hurting others !! If their prosperity and growth is sticking a thorn in your eye , you need to think whose fault it is !! Get the PERSPECTIVE right !! 😡😡😡
Identity Attack0.46028158
Insult0.49151286
Profanity0.07740857
Threat0.012337137
Severe Toxicity0.02406851
Moderate 0.509388 Moderate Con 0.476
Nov 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
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...
This is crazy racist hahahahah I don't think this is okay....
This is crazy racist hahahahah I don't think this is okay....
Identity Attack0.2964622
Insult0.4125297
Profanity0.26628086
Threat0.013269233
Severe Toxicity0.02425631
Moderate 0.50789946 Moderate Con 0.378
Jan 27, 2026 Inside Canada's Indian Invasion...
white men being their racists selves even in canada.
white men being their racists selves even in canada.
Identity Attack0.5612457
Insult0.41530323
Profanity0.08710717
Threat0.008815889
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.206 Identity Attack Identity_Assertion
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
5:39 idk man I think u might be a bit more racist then the average guy😂
5:39 idk man I think u might be a bit more racist then the average guy😂
Identity Attack0.29798782
Insult0.40243408
Profanity0.22552395
Threat0.013321015
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.343 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Five guys burgers run all by Indians and hire only Indians. But all whites business is racist right.... Blah, blah blah....
Five guys burgers run all by Indians and hire only Indians. But all whites business is racist right.... Blah, blah blah....
Identity Attack0.56445944
Insult0.37166002
Profanity0.10301965
Threat0.010990778
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.222 Identity Attack Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
The issue is real concerns warping into a racist perspective. No doubt there’s too many Indians coming into Canada, as the Canadian government is more than happy to accept. And the frustration from over-immigration turning …
The issue is real concerns warping into a racist perspective. No doubt there’s too many Indians coming into Canada, as the Canadian government is more than happy to accept. And the frustration from over-immigration turning into “fuck Indians”, it happens so quick. Being a man born in Canada with Indian heritage, lets you see how much the new immigrants don’t like you because you are too “white” for them, and Canadians don’t like you because you look like all of the new people coming in that look just like you. Lose lose all around.
Identity Attack0.5274064
Insult0.4596616
Profanity0.48510036
Threat0.027515862
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.645 Identity Attack Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The guy in the bike is a real racist. Africans are highly intelligent. No wonder you ride a bike in winter. Really bad person.
The guy in the bike is a real racist. Africans are highly intelligent. No wonder you ride a bike in winter. Really bad person.
Identity Attack0.48990932
Insult0.47384647
Profanity0.17380778
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.273 Moral_Argument
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
“Im as racist as the next guy…” 😂 4:54
“Im as racist as the next guy…” 😂 4:54
Identity Attack0.41052565
Insult0.26957804
Profanity0.22321637
Threat0.053654157
Severe Toxicity0.024772761
Moderate 0.50789946 Low Con 0.228 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
5:04 I’m as racist as the next guy he says
5:04 I’m as racist as the next guy he says
Identity Attack0.40255263
Insult0.26957804
Profanity0.2188925
Threat0.04201601
Severe Toxicity0.02458496
Moderate 0.50789946 Moderate Con 0.33 Meta_Commentary
Jan 27, 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.