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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: "You're on your own now …" 1,066 comments · Page 23 of 43
OMG! YOU'RE ALIVE 😭 I WATCHED YOU GOING ON THE EPSTEIN ISLAND
OMG! YOU'RE ALIVE 😭 I WATCHED YOU GOING ON THE EPSTEIN ISLAND
Identity Attack0.027011903
Insult0.076502606
Profanity0.10425757
Threat0.049128212
Severe Toxicity0.019998873
Low Tox 0.2820025 Moderate Con 0.318 Unverified_Claim
Feb 8, 2026 3 likes Inside Canada's Indian Invasion...
I'm an Indian American, and what Canada is doing is terrible. There's nothing wrong with immigrants, but you need to let in people with the right skills and who are willing to assimilate. The Indians …
I'm an Indian American, and what Canada is doing is terrible. There's nothing wrong with immigrants, but you need to let in people with the right skills and who are willing to assimilate. The Indians who are in Brampton say they're Canadian but only live within their communities and try to change the Canadian culture, and it's not right.
Identity Attack0.33352965
Insult0.1087965
Profanity0.026317406
Threat0.008285114
Severe Toxicity0.00869751
Low Tox 0.2820025 Constructive 0.701 Policy_Critique
Nov 6, 2025 Inside Canada's Indian Metropolis (Brampton)
And they're bringing them to Poland too! Jewish organizations...
And they're bringing them to Poland too! Jewish organizations...
Identity Attack0.32476485
Insult0.06953252
Profanity0.1110661
Threat0.017846745
Severe Toxicity0.013414118
Low Tox 0.28087774 Low Con 0.219 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Should have said you're from Brazil Tyler!! Portuguese don't need a visa to enter the USA!!
Should have said you're from Brazil Tyler!! Portuguese don't need a visa to enter the USA!!
Identity Attack0.30103904
Insult0.070482984
Profanity0.02795705
Threat0.007832011
Severe Toxicity0.008163452
Low Tox 0.28087774 Moderate Con 0.344 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
I know what you're thinking 😁 See for the last couple centuries industrialized nations all over the world have been importing people like potatoes. And there is a very good reason for that. See over …
I know what you're thinking 😁 See for the last couple centuries industrialized nations all over the world have been importing people like potatoes. And there is a very good reason for that. See over the last couple hundred years you have made many advances in technology medicine and law enforcement. Your people however aren't having fifteen children anymore and your population is therefore receding. You then have to import people i.e. drain all the brains from around the world. Immigrants are also more eager to come if things back home aren't good especially when the world is bombing your pants off. Also things like rampant corruption that make it extremely difficult to live an honest life. They're also having children upon children because technology doesn't yet exist and so god told them to. 🦫 We are finite beings in an infinite universe. Also, you cannot stop immigration.
Identity Attack0.21470967
Insult0.18480228
Profanity0.07643871
Threat0.0138755
Severe Toxicity0.009994507
Low Tox 0.27975297 Constructive 0.567 Economic_Argument
Jan 23, 2026 Inside Canada's Indian Metropolis (Brampton)
Yes they’re into drugs and 18 wheelers
Yes they’re into drugs and 18 wheelers
Identity Attack0.024600167
Insult0.13969865
Profanity0.07047026
Threat0.01254427
Severe Toxicity0.006942749
Low Tox 0.27975297 Low Con 0.195
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two …
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two from us?
Identity Attack0.27914262
Insult0.15343215
Profanity0.046171114
Threat0.007197669
Severe Toxicity0.0064849854
Low Tox 0.2763787 Moderate Con 0.454
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They call themselves PUNJABI and not Indians, then why are you dragging Indians in this. Canadian government allowed them, so PUNJABI SIKHS are your issue and not India's, they're a very small minority in india …
They call themselves PUNJABI and not Indians, then why are you dragging Indians in this. Canadian government allowed them, so PUNJABI SIKHS are your issue and not India's, they're a very small minority in india and they don't even represent Indians.
Identity Attack0.37082586
Insult0.08410009
Profanity0.01982715
Threat0.008841781
Severe Toxicity0.0076675415
Low Tox 0.2763787 Moderate Con 0.364 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I don’t personally like immigration, especially on large scales, but they’re not a violent group of people and they typically don’t disrupt the way other races do
I don’t personally like immigration, especially on large scales, but they’re not a violent group of people and they typically don’t disrupt the way other races do
Identity Attack0.30256465
Insult0.06354945
Profanity0.078378424
Threat0.018882722
Severe Toxicity0.013414118
Low Tox 0.2763787 Moderate Con 0.458 Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Canada's government been compromised by immigrants and illegal immigrants anchor babies. Now the immigrants there speaking as if they're natives of Canada therefore blame that government heavy.
Canada's government been compromised by immigrants and illegal immigrants anchor babies. Now the immigrants there speaking as if they're natives of Canada therefore blame that government heavy.
Identity Attack0.2808415
Insult0.1469393
Profanity0.015249812
Threat0.008194493
Severe Toxicity0.006790161
Low Tox 0.27525392 Moderate Con 0.386 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I don't believe for one moment that the mess we're in, because of the Liberal governments incompetence, will ever be solved.
I don't believe for one moment that the mess we're in, because of the Liberal governments incompetence, will ever be solved.
Identity Attack0.058856625
Insult0.24928534
Profanity0.02208166
Threat0.0074565844
Severe Toxicity0.003528595
Low Tox 0.27525392 Moderate Con 0.349 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I agree with the comments of the immigrant contributors. You come here for a better life, that’s why you left your country. Now that you’re here, you refuse to integrate with this country’s rules and …
I agree with the comments of the immigrant contributors. You come here for a better life, that’s why you left your country. Now that you’re here, you refuse to integrate with this country’s rules and way of life. You bring your religion with you and that fine BUT, practice it in your places of worship and not force it down our throats. Further, don’t try to change our culture by crying foul every time you don’t get your way. The politicians have to change their corrupt ways of cater for a vote and uphold the values, rules and laws of this country…..unfortunately it may be too late. The media is fueling the immigrant hate by not addressing some facts. Facts like these jobs that they want now were looked down upon by the residents as being beneath them. The immigrants took those jobs at minimum wage, dirty menial jobs that you did not want. Now that the job market is almost non-existent, you’re complaining about no jobs. The jobs would have been yours if you didn’t think it was beneath you when it was available. The term that fits is “ snooze, you lose “.
Identity Attack0.18903255
Insult0.24171697
Profanity0.026317406
Threat0.0083886795
Severe Toxicity0.0062179565
Low Tox 0.27525392 Constructive 0.637
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
I read the comments first before watching the video, and the negativity was strong. So I watched the video expecting to hear the Indians sounding terrible and entitled, and instead it's obvious they're just like …
I read the comments first before watching the video, and the negativity was strong. So I watched the video expecting to hear the Indians sounding terrible and entitled, and instead it's obvious they're just like every other group of immigrants who ever came before them, including those from Europe. The guy at 9:35 got lots of negative comments, but it's clear that he's the typical inspirational immigrant story, coming here, studying and working hard, and eventually achieving his degree, which brings him a better life in a prosperous country, the exact same thing Europeans came to Ellis Island for 100 years ago. And they also created Irish, Italian, Greek, etc. enclaves withing major cities. Also they say Brampton only had 18,000 people 50 years ago, and are upset that now it has 750,000, and all the growth has been from Indians. So then what's the problem? They didn't even displace anyone, they just moved to an area that was previously a small town on the outskirts of Toronto, and is now a major suburb. That growth of suburbs has happened over the last 50 years in every city in North America, from both domestic and immigrant people choosing to settle there. Did you expect a town that close to Toronto to experience zero growth over 50 years?!! While every other suburban area on the continent grows? If so, then you clearly aren't the brightest bulb.
Identity Attack0.2854555
Insult0.1505596
Profanity0.09389619
Threat0.012181788
Severe Toxicity0.012054443
Low Tox 0.27412915 Constructive 0.817
Oct 5, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It’s very interesting because Indians seem to be more thick skinned than Canadians in general, so even white ppl’s reservations or microaggressions don’t register to them and they just keep expanding on positivity. I’ve met …
It’s very interesting because Indians seem to be more thick skinned than Canadians in general, so even white ppl’s reservations or microaggressions don’t register to them and they just keep expanding on positivity. I’ve met many Indian people in Canada and it almost seems like they’re so positive and community minded that they think it’s small minded to be stingy about sharing space, which can clash with the general reserved nature of Canadians but also make you feel embarrassed in a way about being judgmental. You even see it in this video with the white guy asking judgey questions to Indians but he gets showered with food and hospitality from the Indians. No matter how you fight it you kind of get overpowered by their positivity…
Identity Attack0.316
Insult0.15485314
Profanity0.062454045
Threat0.008815889
Severe Toxicity0.008468628
Low Tox 0.27412915 Constructive 0.76 Moral_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I feel like this video was presented fairly. We heard the criticisms and we got to see the Indian perspective too. There's many kind people over there, however Canadas Immigration over the last several years …
I feel like this video was presented fairly. We heard the criticisms and we got to see the Indian perspective too. There's many kind people over there, however Canadas Immigration over the last several years is a disaster. They're bringing in a lot of people who are detrimental to our country. In many ways.
Identity Attack0.28034934
Insult0.15911613
Profanity0.020578653
Threat0.008440462
Severe Toxicity0.006790161
Low Tox 0.27412915 Constructive 0.759
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian. If they're so hard working and so great, why did they not stay …
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian. If they're so hard working and so great, why did they not stay home to fix up their own country?
Identity Attack0.32184324
Insult0.083112895
Profanity0.024131214
Threat0.009204263
Severe Toxicity0.010681152
Low Tox 0.27236435 Moderate Con 0.316 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
People make negative comments because they’re looking at people of non white race and they’re visual presentation Some people of non white race are not migrants just like whites blacks Chinese have fallen on bad …
People make negative comments because they’re looking at people of non white race and they’re visual presentation Some people of non white race are not migrants just like whites blacks Chinese have fallen on bad times and lost they’re way they don’t look so good But these are people that fought for this city when things were better for them so watch your comments because you don’t know a person’s situation
Identity Attack0.30103904
Insult0.08434689
Profanity0.058946952
Threat0.007974415
Severe Toxicity0.009422302
Low Tox 0.27236435 Constructive 0.591
Aug 26, 2025 Why Canadians Are Turning Against …
Go figure nobody's having children because it costs too much to have children so they bring in immigrants who work in their own communities borrow from their temples or their mosques with no user fees …
Go figure nobody's having children because it costs too much to have children so they bring in immigrants who work in their own communities borrow from their temples or their mosques with no user fees still go and circumnavigate our laws and our benefit programs social assistance and are able to afford to have children yet we had to bring them in because we aren't able to have offspring I don't think it's because we don't want to have children it's because we can't afford to have children because we're too busy paying 60% for foreign worker tax benefits so they can have children to take over our country
Identity Attack0.28034934
Insult0.11797678
Profanity0.041912504
Threat0.00951496
Severe Toxicity0.012130737
Low Tox 0.27236435 Constructive 0.586
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
Identity Attack0.26833034
Insult0.082372494
Profanity0.019007329
Threat0.050744623
Severe Toxicity0.010223389
Low Tox 0.27236435 Moderate Con 0.337 Call_To_Action
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
It is beyond out of control and I'm sick and tired of being told we're racist. Something has to change
It is beyond out of control and I'm sick and tired of being told we're racist. Something has to change
Identity Attack0.1444726
Insult0.15414265
Profanity0.08840031
Threat0.008841781
Severe Toxicity0.0074005127
Low Tox 0.27047762 Moderate Con 0.459
Aug 25, 2025 260 likes Why Canadians Are Turning Against …
Lmfao all the people saying they’re not that bad are the problems. We don’t want or need them and they’re far from their best.
Lmfao all the people saying they’re not that bad are the problems. We don’t want or need them and they’re far from their best.
Identity Attack0.04177703
Insult0.08434689
Profanity0.17864552
Threat0.011120236
Severe Toxicity0.012054443
Low Tox 0.27047762 Low Con 0.235 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
My Man you're a victim of Caste System as we face everyday in India. There is no inclusivity in India. Only the Upper Castes rule the roost, mainly Brahmins. Beware of them. They don't give …
My Man you're a victim of Caste System as we face everyday in India. There is no inclusivity in India. Only the Upper Castes rule the roost, mainly Brahmins. Beware of them. They don't give jobs to other castes at all. It's written in the Gita, Ramayana, etc that's why.
Identity Attack0.34000012
Insult0.107333586
Profanity0.058445938
Threat0.013424582
Severe Toxicity0.014059683
Low Tox 0.26859093 Constructive 0.574
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
As a recent student of Conestoga College, I can say that the school is only a diploma mill. Half of the students in my class only showed up for tests. Some spoke no English and …
As a recent student of Conestoga College, I can say that the school is only a diploma mill. Half of the students in my class only showed up for tests. Some spoke no English and the cheating is so rampant that most teachers turn a blind eye! They’re passing students who should not be passing. And if you think Canadians are racist you should have been at Conestoga College as your eyes would have been opened!
Identity Attack0.2331515
Insult0.16883044
Profanity0.017845914
Threat0.0076507707
Severe Toxicity0.0059127808
Low Tox 0.26859093 Moderate Con 0.427
Sep 28, 2025 1,319 likes IRCC Names India in Study …
I'm a white Canadian and I want more Indians because they don't want Sharia law like Muslim do so yah I'd rather live amongst the Indians they're awesome people
I'm a white Canadian and I want more Indians because they don't want Sharia law like Muslim do so yah I'd rather live amongst the Indians they're awesome people
Identity Attack0.30103904
Insult0.0654725
Profanity0.057944927
Threat0.008013252
Severe Toxicity0.010223389
Low Tox 0.2667042 Constructive 0.598 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadian Sikhs wants punjab to sikh state but don't want to leave canada !! Also majority of them arnt indians they're Canadian Sikhs .
Canadian Sikhs wants punjab to sikh state but don't want to leave canada !! Also majority of them arnt indians they're Canadian Sikhs .
Identity Attack0.35299334
Insult0.082866095
Profanity0.026044132
Threat0.007353018
Severe Toxicity0.008964539
Low Tox 0.2667042 Moderate Con 0.38 Identity_Assertion
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.