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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 do they say we …" 1,368 comments · Page 22 of 55
Honestly I'm here for Tyler's racist inclined comments and videos. He don't really 'say it' but he shows it and you can see it in his eyes lmao. His videos are important and it's just …
Honestly I'm here for Tyler's racist inclined comments and videos. He don't really 'say it' but he shows it and you can see it in his eyes lmao. His videos are important and it's just funny to see him try to hide his feelings. hahah
Identity Attack0.17070955
Insult0.24561718
Profanity0.15371579
Threat0.013321015
Severe Toxicity0.018126737
Moderate 0.3625127 Constructive 0.642 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
It's hard for Carney to soar with the eagles when he's surrounded by turkeys, retreads, incompetents and Liberals clearly in over their depth. Are they not even utilizing all these consultants we're being billed for …
It's hard for Carney to soar with the eagles when he's surrounded by turkeys, retreads, incompetents and Liberals clearly in over their depth. Are they not even utilizing all these consultants we're being billed for ? I'd say put Sean Fraser in, he's got good hair, but he's already botched the immigration file once. You three pundits are right on the money with all your points. In the spirit of cooperation why doesn't Carney just put Michelle into the portfolio ? These Liberals are botching everything they touch. In an ideal world Carney should cross the floor, become the Conservative's lead Trump negotiator and we could dump the rest of the Liberal party in recycling, where the vast majority of them belong....including you Fanjoy
Identity Attack0.23239216
Insult0.40243408
Profanity0.051431753
Threat0.009722093
Severe Toxicity0.010299683
Moderate 0.3625127 Constructive 0.546 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Lol the only ones who can say something are the native inuits and those people. Not these Caucasian who think where ever they go they are natives and when other go to the same place …
Lol the only ones who can say something are the native inuits and those people. Not these Caucasian who think where ever they go they are natives and when other go to the same place they are immigrants
Identity Attack0.4139151
Insult0.23237456
Profanity0.089693464
Threat0.007870848
Severe Toxicity0.015996376
Moderate 0.36095104 Low Con 0.293 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st …
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st solution NOW
Identity Attack0.27340925
Insult0.35677677
Profanity0.027547138
Threat0.00789674
Severe Toxicity0.010375977
Moderate 0.36095104 Moderate Con 0.333 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Trust me canadians Ban the hindu aggression first hand Or you lot will end like their minority who are looked down and an enforced beef ban in the name of democracy. Next thing you know, …
Trust me canadians Ban the hindu aggression first hand Or you lot will end like their minority who are looked down and an enforced beef ban in the name of democracy. Next thing you know, you would berated in your own country, ask the muslims and Christians the suffering they go through because of the majority. The punjabi population you see there is predominantly Hindu too not sikh. They have been trained to say they are from Punjab to take attention away from Hindus
Identity Attack0.45610145
Insult0.17858955
Profanity0.037904397
Threat0.043955702
Severe Toxicity0.015544481
Moderate 0.36095104 Moderate Con 0.46 Fear_Threat
Feb 28, 2026 7 likes Inside Canada's Indian Invasion...
5:00 I mean they're making him out to be the racist guy but nothing he's saying is untrue. 🧐💯
5:00 I mean they're making him out to be the racist guy but nothing he's saying is untrue. 🧐💯
Identity Attack0.18705739
Insult0.1823172
Profanity0.11292298
Threat0.012285355
Severe Toxicity0.01483436
Moderate 0.36095104 Moderate Con 0.402 Meta_Commentary
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on …
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on her personal life and came back as soon as Indians succeeded to put Piere as a leader instead of Patrick. Later bunch of material, testimonies came out about she being on a zoom call and Indians saying they don’t like she is running Patrick brown’s campaign. Foreign interference report exposed her pretty good but I guess canadians really are blind to the fact that while they are taking out their anger on immigrants their country is compromised and sold put by their own trusted politicians and that too, to a third world country like India!
Identity Attack0.27171627
Insult0.31740165
Profanity0.33453682
Threat0.013010317
Severe Toxicity0.021548226
Moderate 0.36095104 Moderate Con 0.499
Sep 30, 2025 IRCC Names India in Study …
08:57 "They never cover their windows and walk naked" He says while being shirtless
08:57 "They never cover their windows and walk naked" He says while being shirtless
Identity Attack0.028016793
Insult0.06512285
Profanity0.22572558
Threat0.02855184
Severe Toxicity0.017481172
Moderate 0.36095104 Moderate Con 0.32
Nov 18, 2025 41 likes Inside Canada's Indian Metropolis (Brampton)
Those who say they are punjabi ya they are not Indian 🍌 lassi
Those who say they are punjabi ya they are not Indian 🍌 lassi
Identity Attack0.37082586
Insult0.34203702
Profanity0.23083201
Threat0.04201601
Severe Toxicity0.024866661
Moderate 0.36095104 Low Con 0.192
Jan 27, 2026 Inside Canada's Indian Invasion...
8:30 brother that was a saperatist, terrorist movement here in India say the thing out loud. Don't obfuscate the issue, do your researc before going in doing such videos.
8:30 brother that was a saperatist, terrorist movement here in India say the thing out loud. Don't obfuscate the issue, do your researc before going in doing such videos.
Identity Attack0.18546575
Insult0.15698463
Profanity0.09899642
Threat0.04167421
Severe Toxicity0.015931819
Moderate 0.36095104 Moderate Con 0.392 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
Thanks for saying it! Migrants need to be sent back.
Thanks for saying it! Migrants need to be sent back.
Identity Attack0.40883094
Insult0.15769513
Profanity0.028640235
Threat0.04132889
Severe Toxicity0.015931819
Moderate 0.36095104 Moderate Con 0.478 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Did they say middle class getting 420 a year savings lol omg stfu
Did they say middle class getting 420 a year savings lol omg stfu
Identity Attack0.019073274
Insult0.24928534
Profanity0.31043148
Threat0.0076507707
Severe Toxicity0.015609037
Moderate 0.36095104 Low Con 0.195 Economic_Argument
Feb 3, 2026 Canada’s new rules in 2026
It’s a joke when the gentleman says walk naked inside their house while he is half naked on the road
It’s a joke when the gentleman says walk naked inside their house while he is half naked on the road
Identity Attack0.021585498
Insult0.07903719
Profanity0.25275812
Threat0.0103175985
Severe Toxicity0.013801457
Moderate 0.36095104 Low Con 0.227
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I lost him at.. 3:10 "New canadians pay no taxes" This is how the far right kills a dog by labeling it a mad dog. Either these people are so brainwashed or making up lies …
I lost him at.. 3:10 "New canadians pay no taxes" This is how the far right kills a dog by labeling it a mad dog. Either these people are so brainwashed or making up lies to have their way. They don't deliberately sell among themselves, the newcomers gravitate to areas where there are people of their own ethnicities. Cultural enclaves existed for centuries. Commercial-broadway area in Vancouver is full of Italians and greeks, Richmond and Burnaby are asians mostly chinese, some pockets in Toronto downtown have heavy middle eastern and african presence. You are selectively targeting the Indians because of your inherent prejudice. Also Assimilation is a 2 way street. There are so many people who are trying to make friends with other cultures especially white but they say they don't show as much love and openness as we do. You can't say "they don't assimilate" when you yourself don't allow them near you.
Identity Attack0.2803029
Insult0.35333878
Profanity0.06145202
Threat0.051391184
Severe Toxicity0.01483436
Moderate 0.36095104 Constructive 0.67 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Racists always say Indians don’t pay taxes but they pay more taxes than all the racists put together. Just because you don’t have any Indian friends doesn’t mean they stay among themselves only. They live …
Racists always say Indians don’t pay taxes but they pay more taxes than all the racists put together. Just because you don’t have any Indian friends doesn’t mean they stay among themselves only. They live among white, black, Asian.
Identity Attack0.40883094
Insult0.24928534
Profanity0.069969244
Threat0.00866054
Severe Toxicity0.014188796
Moderate 0.36095104 Moderate Con 0.47 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I say yes to those who have our values and beliefs. Middle Eastern and most India people have no values, and their beliefs are about self . We have enough selfish Cabadians . We in …
I say yes to those who have our values and beliefs. Middle Eastern and most India people have no values, and their beliefs are about self . We have enough selfish Cabadians . We in Ontario need to join Alberta in joining the USA . I forgot China, and all from Bricks bations unless you pleg allegiance to join with us not against us .
Identity Attack0.3817989
Insult0.3388922
Profanity0.027137227
Threat0.008052089
Severe Toxicity0.010757446
Moderate 0.36095104 Moderate Con 0.462
Sep 2, 2025 Why Canadians Are Turning Against …
But in india Hindu community will say only Hindu is good..but all religion are bad
But in india Hindu community will say only Hindu is good..but all religion are bad
Identity Attack0.44690517
Insult0.21368977
Profanity0.11911256
Threat0.020436687
Severe Toxicity0.023076924
Moderate 0.36043653 Low Con 0.286
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
You English ,French and other European countries have grown lot of population in 400 hundred years on this native peoples land , you have killed them , destroy native ,s culture ,beliefs and language as …
You English ,French and other European countries have grown lot of population in 400 hundred years on this native peoples land , you have killed them , destroy native ,s culture ,beliefs and language as well and imposed English , French and Spanish and your religion and European culture. I would say to all of you please do not get panic. This planet ,s language is not English French or Spanish only ,thousands of other languages do have same rights. If you love to your language ,religion or culture then go back to your ancestor ,s rich land. Every body ,s fundamental human rights to speak his mother tongue and promote his culture Religion is a different issue.
Identity Attack0.35624164
Insult0.18728738
Profanity0.12639372
Threat0.16067244
Severe Toxicity0.023076924
Moderate 0.36043653 Constructive 0.558 Moral_Argument
Dec 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Whenever someone tries to strike up a racist conversation with me about immigration I say "I know what you mean, Canada needs more black people right?"
Whenever someone tries to strike up a racist conversation with me about immigration I say "I know what you mean, Canada needs more black people right?"
Identity Attack0.44690517
Insult0.1505596
Profanity0.044668075
Threat0.007586042
Severe Toxicity0.011520386
Moderate 0.3561489 Constructive 0.549 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people in. It’s not an Indian issue. Racists want you to think that way but Indians are not a problem. There is a entire ecosystem benefits from illegal immigration: 1) Fake schools and colleges who promise fake degrees 2) Vote-bank politicians on both sides 3) Companies that steal their identities, cram them into small apartments, and use these undocumented immigrants as modern slaves 4) Agencies that forge fake documents for illegals in exchange of money 5) Even legal colleges benefits, because legal immigrants pay a premium on top of college fees, and students also pay rent. 6) There is whole lobby who is funded by all of these Here’s a simple solution: Why not vote for someone who will reduce immigration, rather than being a racist? The whole world is watching. Pakistani saying Indian don't assimilate is f&^king funny. This is prime example how white people are just clueless. Pakistan and India are enemies. we had a 3 day war 4 months ago. Why are you asking pakistani anything about Indians ?
Identity Attack0.38185352
Insult0.24493282
Profanity0.14666493
Threat0.015774792
Severe Toxicity0.020257099
Moderate 0.3561489 Constructive 0.63 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how …
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how can you call them Indian? If you don’t make these types of videos. I’m sorry to say but canada will change into punjab. But next time make sure you call them by who they are “khalistani” and as an Indian pressure your government to send them back!
Identity Attack0.42615733
Insult0.18977246
Profanity0.040409464
Threat0.038220957
Severe Toxicity0.018836858
Moderate 0.35186127 Moderate Con 0.495 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
9:00 "they walk naked" says the guy standing without any clothes on... 😂
9:00 "they walk naked" says the guy standing without any clothes on... 😂
Identity Attack0.019676208
Insult0.070799805
Profanity0.21024476
Threat0.013269233
Severe Toxicity0.014317908
Moderate 0.35186127 Low Con 0.287 Humor_Satire
Oct 9, 2025 688 likes Inside Canada's Indian Metropolis (Brampton)
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we …
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we on average let in 1 million people per year. It’s disgusting. It’s purely the liberals thinking “oh yeah all of of them vote the same, let’s bring em in and they’ll vote us in.” Short term play all about greed and power worship. Instead of a long term play to serve Canada. Indians and other immigrants who came here before this liberal season, they all despise the new immigrants. Because they had to jump through so many hoops to become Canadian. These new people are welcomed even though they don’t work and go straight on welfare. It’s sick and twisted.
Identity Attack0.37082586
Insult0.28791866
Profanity0.084844165
Threat0.010705971
Severe Toxicity0.012207031
Moderate 0.34757367 Constructive 0.592 Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
I got to say, Indians and Chinese are better than their more sun tanned counterparts from Africa etc. They (Indians and Chinese) actually do become doctors, engineers etc. For context, im white.
I got to say, Indians and Chinese are better than their more sun tanned counterparts from Africa etc. They (Indians and Chinese) actually do become doctors, engineers etc. For context, im white.
Identity Attack0.4453683
Insult0.16266862
Profanity0.08355101
Threat0.0086087575
Severe Toxicity0.016900165
Moderate 0.34757367 Constructive 0.561 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Islam is disappearing lol that's what they don't say
Islam is disappearing lol that's what they don't say
Identity Attack0.37655997
Insult0.10294484
Profanity0.124631
Threat0.053330876
Severe Toxicity0.020902663
Moderate 0.34757367 Low Con 0.248
Aug 25, 2025 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.