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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: "They are not indian they …" 4,309 comments · Page 65 of 173
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 …
Israel Colonize other countries with Violence Indians Colonize other countries with peace and building religious shrines 😊
Israel Colonize other countries with Violence Indians Colonize other countries with peace and building religious shrines 😊
Identity Attack0.46050715
Insult0.27146968
Profanity0.1352073
Threat0.11922921
Severe Toxicity0.05025077
Moderate 0.40614098 Low Con 0.199
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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)
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...
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)
Don't forget that these Indians attempted to assassinate a political opponet.
Don't forget that these Indians attempted to assassinate a political opponet.
Identity Attack0.45348886
Insult0.16861114
Profanity0.12551236
Threat0.4430943
Severe Toxicity0.023082556
Moderate 0.40614098 Moderate Con 0.362 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
@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...
As an indian (born and raised in the USA), these are the type of indians giving the rest of us a bad rep. Mass immigration needs to end
As an indian (born and raised in the USA), these are the type of indians giving the rest of us a bad rep. Mass immigration needs to end
Identity Attack0.4907465
Insult0.25602314
Profanity0.10797132
Threat0.05753354
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.511 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
These white Europeans OCCUPIERS act like canada land beings to them they are not even natives of Canada if they have occupied than others have to right to occupy too... And for indians they are …
These white Europeans OCCUPIERS act like canada land beings to them they are not even natives of Canada if they have occupied than others have to right to occupy too... And for indians they are peaceful people...and Punjabis are good for community they feed homeless people for free. You must hate muslims not hindus or indians..they are peace loving people
Identity Attack0.5051593
Insult0.26957804
Profanity0.07805514
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.575 Identity Attack
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
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...
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...
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...
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 …
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)
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...
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)
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...
High Indian population leads to low quality of life - they want to feel like they're back home.
High Indian population leads to low quality of life - they want to feel like they're back home.
Identity Attack0.4830652
Insult0.28791866
Profanity0.09775851
Threat0.013010317
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.419 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
White Europian invasion in Indigenous land of red indians, inuits .
White Europian invasion in Indigenous land of red indians, inuits .
Identity Attack0.4774257
Insult0.24928534
Profanity0.20139475
Threat0.04686524
Severe Toxicity0.023927659
Moderate 0.4014846 Low Con 0.248 Identity_Assertion
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
So they make fun of East Asian for driving in North America. But Indians are worse? wow that's a new fact
So they make fun of East Asian for driving in North America. But Indians are worse? wow that's a new fact
Identity Attack0.4911651
Insult0.26957804
Profanity0.11725569
Threat0.0130621
Severe Toxicity0.019224197
Moderate 0.4014846 Low Con 0.29 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I barely see a canadian working a minimum job.. and I know its not because they are not applying. They simply want to hire mainly Indians because they know they will work even on holidays. …
I barely see a canadian working a minimum job.. and I know its not because they are not applying. They simply want to hire mainly Indians because they know they will work even on holidays. Its disgusting. Even immigrants for example Caribbean or african descent are having trouble finding a regular job here. Its all given to Indian people. Once one gets hired, they choose to only hire them and their friends.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07514556
Threat0.0077802283
Severe Toxicity0.016706496
Moderate 0.4014846 Constructive 0.583
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
"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...
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 …

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.