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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 #}

Comment Explorer

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Active: "You are in an Indian …" 4,309 comments · Page 65 of 173
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Identity Attack0.5039629
Insult0.25998658
Profanity0.0715894
Threat0.008738215
Severe Toxicity0.02077355
Moderate 0.40614098 Moderate Con 0.373 Identity Attack
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
australias indian invasion next...
australias indian invasion next...
Identity Attack0.48915586
Insult0.17361937
Profanity0.11725569
Threat0.13717735
Severe Toxicity0.03321367
Moderate 0.40614098 Low Con 0.287
Jan 27, 2026 Inside Canada's Indian Invasion...
now canada is cooked by indians😂😂😂😂😂
now canada is cooked by indians😂😂😂😂😂
Identity Attack0.47178617
Insult0.2435641
Profanity0.10425757
Threat0.011379151
Severe Toxicity0.023076924
Moderate 0.40614098 Low Con 0.2
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
10:49 They dont want to be Indian in India. outside India they are seen as Indians.. Punjab is the drug capital of India because of these guys and the power they have.. We don't identify …
10:49 They dont want to be Indian in India. outside India they are seen as Indians.. Punjab is the drug capital of India because of these guys and the power they have.. We don't identify with them at all..
Identity Attack0.45348886
Insult0.31740165
Profanity0.19032755
Threat0.05268431
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.603 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their …
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their neighborhood clean and work only on clash, then it’s the system’s fault and pole hole that is letting them exploit it, fix the system. And why the heck the Gov letting immigrants in if it’s doing no good to the country. Simply because left a gov that will put a stop to immigration.
Identity Attack0.40158966
Insult0.35161978
Profanity0.3351773
Threat0.029587816
Severe Toxicity0.023317307
Moderate 0.40614098 Constructive 0.517
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
@4:57 So he thinks an indian cant also be muslim? Smhhhhhh Bro!! I can tolerate your racism, but please be educated about it!
@4:57 So he thinks an indian cant also be muslim? Smhhhhhh Bro!! I can tolerate your racism, but please be educated about it!
Identity Attack0.42615733
Insult0.3388922
Profanity0.052183274
Threat0.008440462
Severe Toxicity0.015931819
Moderate 0.40614098 Moderate Con 0.404 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
People don’t speak out because then you end up like me labeled racist and hateful and banned and cansored off all social media platforms including all googles smaller branches. Life sucks when they decide to …
People don’t speak out because then you end up like me labeled racist and hateful and banned and cansored off all social media platforms including all googles smaller branches. Life sucks when they decide to red flag you here We have China surveillance here and Ai running it Red flagged means across everything ever aspect of your life No loans no mortgages no ability to use public commodities I’d be amazed if this comment even makes it past my Indian Ai police officer slash handler
Identity Attack0.24462871
Insult0.35677677
Profanity0.33453682
Threat0.031314444
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.503 Fear_Threat
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
vs somalians and jews, indians are quite well mannered and frindly
vs somalians and jews, indians are quite well mannered and frindly
Identity Attack0.50125694
Insult0.21836096
Profanity0.17752954
Threat0.029415153
Severe Toxicity0.02449106
Moderate 0.40614098 Moderate Con 0.337 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
All immigrant communities around the world knew since the stone age about all dirty practices and fraud east Indian people always commit in their day to day life. Have you been sleeping all the time …
All immigrant communities around the world knew since the stone age about all dirty practices and fraud east Indian people always commit in their day to day life. Have you been sleeping all the time canada? 5 years ago when i told about this to canadian friends , all they said I am racist🤷🏽‍♂️ now you can see yourself…
Identity Attack0.46028158
Insult0.36537176
Profanity0.03389629
Threat0.008349842
Severe Toxicity0.01896597
Moderate 0.40614098 Moderate Con 0.371
Oct 3, 2025 1 likes IRCC Names India in Study …
It feels more like a white vs brown thing rather than anti-immigrant. As some white people were immigrants as well themselves who think Indians do not deserve to be at the same place as they …
It feels more like a white vs brown thing rather than anti-immigrant. As some white people were immigrants as well themselves who think Indians do not deserve to be at the same place as they are. It smells of hypocrisy and colonial mindset as most of them were old and had seen older colonial days.
Identity Attack0.46028158
Insult0.37960073
Profanity0.082581155
Threat0.008323951
Severe Toxicity0.015286255
Moderate 0.40614098 Constructive 0.577
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a …
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a more western lifestyle overtime due to assimilation so cleanliness won't be a big concern overtime. In history migrations like this happen and have happened so many times and sometimes the demographic of a country is permanently changed, it always happens. Stop complaining about it, nothing lasts forever.
Identity Attack0.38699543
Insult0.34314156
Profanity0.4185329
Threat0.13127698
Severe Toxicity0.0394905
Moderate 0.40336934 Constructive 0.568 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Blame themselves for letting Indian in
Blame themselves for letting Indian in
Identity Attack0.49855098
Insult0.19734058
Profanity0.14049543
Threat0.031314444
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.216
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
95% of Indians in the West are there illegally and using fraudulent papers.
95% of Indians in the West are there illegally and using fraudulent papers.
Identity Attack0.48990932
Insult0.3388922
Profanity0.11601777
Threat0.010265815
Severe Toxicity0.021935565
Moderate 0.40336934 Low Con 0.175 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
3:55 I expect Indians to be all the workers in Brampton that’s not a bad thing… what’s scary is when you go to Huntsville and it’s STILL all Indians
3:55 I expect Indians to be all the workers in Brampton that’s not a bad thing… what’s scary is when you go to Huntsville and it’s STILL all Indians
Identity Attack0.46028158
Insult0.20201176
Profanity0.108590275
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.40336934 Moderate Con 0.419 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are targeted as racists. I was fired from a government contract for catching corruption. They litter a ton - never had litter across canada so bad. It is destroying our cities they live like it is a slum when the concentrate in specific neighborhoods. Right now we have about 2 million illegal students who came on a student visa - but stayed after the expiry. Many took over the smaller trucking businesses and fast food franchises - those 2 industries became SO CORRUPT! They don't get car insurance - I know several people who got hit in Alberta - NO COVERAGE and no accountability. 75% of Canadians want them gone!...every industry they get involved in in large numbers gets corrupted and becomes problematic, because it is just part of their culture/way of life.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07934829
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.675 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Excuse mua,Hi there I am an Indian living in India , how colonialism is going whitards. Howdy 🤠
Excuse mua,Hi there I am an Indian living in India , how colonialism is going whitards. Howdy 🤠
Identity Attack0.45348886
Insult0.35333878
Profanity0.33453682
Threat0.017328756
Severe Toxicity0.02420936
Moderate 0.40336934 Constructive 0.541 Humor_Satire
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
totally indians dea**
totally indians dea**
Identity Attack0.44690517
Insult0.30797598
Profanity0.36230123
Threat0.020436687
Severe Toxicity0.067522444
Moderate 0.40336934 Low Con 0.282 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
About the Africans part id say he's Wrong. African we dont Grape people. We actually OFF grapers. Unlike the muslims from Pakistan and some Indians. Generally Muslims feel thats okay
About the Africans part id say he's Wrong. African we dont Grape people. We actually OFF grapers. Unlike the muslims from Pakistan and some Indians. Generally Muslims feel thats okay
Identity Attack0.48990932
Insult0.2817503
Profanity0.20700185
Threat0.030278467
Severe Toxicity0.02439716
Moderate 0.40336934 Constructive 0.663 Unverified_Claim
Feb 19, 2026 3 likes Inside Canada's Indian Invasion...
Canada Immigration is laughable, am a legal immigrant, but we South Africans , could not bring our families to Canada! But Pakistani, East Indian families could come over, with out speaking English or French!!! Wake …
Canada Immigration is laughable, am a legal immigrant, but we South Africans , could not bring our families to Canada! But Pakistani, East Indian families could come over, with out speaking English or French!!! Wake up Canada, soon you will be minority!!!!
Identity Attack0.4482637
Insult0.35161978
Profanity0.02836696
Threat0.009100696
Severe Toxicity0.018836858
Moderate 0.40336934 Constructive 0.501
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Don't shove your uncivilised indian culture upon others your culture is nothing to nobody so respect the host country culture where you are living.
Don't shove your uncivilised indian culture upon others your culture is nothing to nobody so respect the host country culture where you are living.
Identity Attack0.46028158
Insult0.36798462
Profanity0.10797132
Threat0.01101667
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.426
Aug 25, 2025 Why Canadians Are Turning Against …
Against Indians Invasion
Against Indians Invasion
Identity Attack0.49032792
Insult0.16766082
Profanity0.15195307
Threat0.13279422
Severe Toxicity0.02430326
Moderate 0.4014846 Moderate Con 0.402 Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
Identity Attack0.43896464
Insult0.36798462
Profanity0.041912504
Threat0.0072235605
Severe Toxicity0.016900165
Moderate 0.4014846 Low Con 0.185 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left …
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left out for weeks loud music and fireworks til 3am--- on weekdays. Cars been hit twice in past 5 years-- both Indians. Indians work everywhere--so, service quality everywhere you go has dropped severely---- community isn't a community anymore.
Identity Attack0.46050715
Insult0.344702
Profanity0.05393682
Threat0.009566744
Severe Toxicity0.021419114
Moderate 0.4014846 Constructive 0.656 Fear_Threat
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
"ra** is not against their culture" 😂😂 indian and african are the same😂 both is a 🥷🏽🥷🏽🥷🏽
"ra** is not against their culture" 😂😂 indian and african are the same😂 both is a 🥷🏽🥷🏽🥷🏽
Identity Attack0.44690517
Insult0.24928534
Profanity0.3158166
Threat0.014738814
Severe Toxicity0.042180564
Moderate 0.4014846 Low Con 0.254 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved …
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved them?!?!? And when they come for work etc. You are OFFENDED?! Pay for your previous sins bro!
Identity Attack0.38826546
Insult0.3388922
Profanity0.14666493
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.478 Moral_Argument
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.