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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: "There should be a country …" 3,912 comments · Page 24 of 157
Send them back! They over populated their country and now us. It stinks!
Send them back! They over populated their country and now us. It stinks!
Identity Attack0.46028158
Insult0.5130944
Profanity0.18049006
Threat0.028379176
Severe Toxicity0.023974609
Moderate 0.56269526 Low Con 0.235 Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
They have Raped this Country n made it Khalistani nation.... Shame
They have Raped this Country n made it Khalistani nation.... Shame
Identity Attack0.57150364
Insult0.563347
Profanity0.40929472
Threat0.44185185
Severe Toxicity0.50703704
Moderate 0.56269526 Low Con 0.208 Identity Attack Insult
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
India as a country shouldn't be allowed to have such a high population like they do today, lest we dirty up the human gene pool
India as a country shouldn't be allowed to have such a high population like they do today, lest we dirty up the human gene pool
Identity Attack0.6007182
Insult0.4196762
Profanity0.2847897
Threat0.34804323
Severe Toxicity0.35184112
Moderate 0.56269526 Low Con 0.176 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
That white guy on a bike is so ignorant. "Africans cannot even operate a cashier..." Really? I guess they import all their pilots, doctors, engineers, nurses, etc... Also, Africa is 54 countries, and in each …
That white guy on a bike is so ignorant. "Africans cannot even operate a cashier..." Really? I guess they import all their pilots, doctors, engineers, nurses, etc... Also, Africa is 54 countries, and in each country you could literally find numerous cultures and languages. Even within the same culture or family, two people aren't alike. This is why I watch YouTube videos that showcase Africa, because ignorance exists and has real-world consequences. Imagine that guy in HR, he'll obviously deny you a job if he learns that you're from Africa because he believes you're not intelligent.
Identity Attack0.5135796
Insult0.5678696
Profanity0.17473823
Threat0.015256803
Severe Toxicity0.02406851
Moderate 0.56269526 Constructive 0.698 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people …
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people they have let in, they aren't looking for peace they are looking for power EVEIL power, please ask the LIBERALS Why they are here, and when getting a job WHAT HAPPENED to CANADIANS FIRST, Canada I doomed, doomed if you are in your 20's 30's you may still experience the hate, they already speak their own language, refusing to speak English, refusing to serve people who are different from them, Canada is letting in selfish ignorant people, everything we Canadians say or ask them to is discrimination, they dress their way they run businesses their way, just like in their country, AND WHY ? because the Canadian government is weak, they can't defend the country or it's people shame on this Liberal government, they totally suck.
Identity Attack0.55044734
Insult0.5130944
Profanity0.27274927
Threat0.13313138
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.457 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
I'll never respect or understand people who move countries and don't lift a finger to fit in. Pure scum behavior. The Canadian govt has A LOT to answer for.
I'll never respect or understand people who move countries and don't lift a finger to fit in. Pure scum behavior. The Canadian govt has A LOT to answer for.
Identity Attack0.17925262
Insult0.6149945
Profanity0.2268346
Threat0.0091524795
Severe Toxicity0.02077355
Moderate 0.56269526 Moderate Con 0.396 Insult
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
When the gov is filled with the same scammers, of course it's going to continue happening. Never vote for these scammers in office. They will bring their corrupt indian culture to your country.
When the gov is filled with the same scammers, of course it's going to continue happening. Never vote for these scammers in office. They will bring their corrupt indian culture to your country.
Identity Attack0.5516043
Insult0.54471385
Profanity0.19893537
Threat0.029933142
Severe Toxicity0.02514347
Moderate 0.56269526 Low Con 0.284 Identity Attack Insult Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
Its disgusting . That this people invading other country. Bringing their coulture in other country and changing place because of their bullahit.
Its disgusting . That this people invading other country. Bringing their coulture in other country and changing place because of their bullahit.
Identity Attack0.48949075
Insult0.5130944
Profanity0.40558428
Threat0.013321015
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.283 Insult
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
My beautiful country is starting to disappear😥, Indians are everywhere in every city and every province. They have destroyed everything.
My beautiful country is starting to disappear😥, Indians are everywhere in every city and every province. They have destroyed everything.
Identity Attack0.6007182
Insult0.38852
Profanity0.240511
Threat0.13815513
Severe Toxicity0.21596274
Moderate 0.55739564 Moderate Con 0.43 Identity Attack
Sep 30, 2025 1 likes IRCC Names India in Study …
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in …
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in illegally or is overstaying their visit.
Identity Attack0.55803186
Insult0.47020787
Profanity0.5013569
Threat0.3297989
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.579 Identity Attack Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
canada is such a cuckhold country
canada is such a cuckhold country
Identity Attack0.49855098
Insult0.5130944
Profanity0.39409557
Threat0.009178371
Severe Toxicity0.056527592
Moderate 0.55739564 Low Con 0.218 Insult Identity_Assertion
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I don’t care if I am called a racist…I am disgusted by the entitlement, arrogance, violence and filth that has come to this country. Today immigrant is destroying this country.
I don’t care if I am called a racist…I am disgusted by the entitlement, arrogance, violence and filth that has come to this country. Today immigrant is destroying this country.
Identity Attack0.57150364
Insult0.489133
Profanity0.16682947
Threat0.044278983
Severe Toxicity0.027833538
Moderate 0.55739564 Moderate Con 0.353 Identity Attack Fear_Threat
Aug 27, 2025 207 likes Why Canadians Are Turning Against …
All Indians should go back to their country, the time for returning home has come.
All Indians should go back to their country, the time for returning home has come.
Identity Attack0.6007182
Insult0.36709076
Profanity0.15019037
Threat0.11616269
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.253 Identity Attack Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Give ppl an inch, they turn your country into a poop hole
Give ppl an inch, they turn your country into a poop hole
Identity Attack0.23239216
Insult0.46476576
Profanity0.4401715
Threat0.044925548
Severe Toxicity0.029626917
Moderate 0.55739564 Low Con 0.155 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Love how Canada quietly decided that a driver's license in India and Bangladesh were the equal to ours that requires zero testing. What a clown show of a country.
Love how Canada quietly decided that a driver's license in India and Bangladesh were the equal to ours that requires zero testing. What a clown show of a country.
Identity Attack0.28034934
Insult0.6120431
Profanity0.078378424
Threat0.0074954215
Severe Toxicity0.014447021
Moderate 0.55739564 Low Con 0.195 Insult Policy_Critique
Jan 21, 2026 26 likes Why Canada’s immigration system has …
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! …
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! BROOO 😂
Identity Attack0.41975367
Insult0.2838064
Profanity0.61633086
Threat0.03649433
Severe Toxicity0.18538254
Moderate 0.55739564 Constructive 0.596 Humor_Satire
Mar 3, 2026 Inside Canada's Indian Invasion...
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a Came Canada
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a Came Canada
Identity Attack0.6007182
Insult0.5130944
Profanity0.12374964
Threat0.050744623
Severe Toxicity0.08332442
Moderate 0.55739564 Moderate Con 0.31 Identity Attack Insult Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
Whites invades other countries: 😍😍😍 Non whites immigrating to white countries: 😡😡😡
Whites invades other countries: 😍😍😍 Non whites immigrating to white countries: 😡😡😡
Identity Attack0.6007182
Insult0.3406697
Profanity0.2298641
Threat0.040638234
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.182 Identity Attack Moral_Argument
Feb 6, 2026 Inside Canada's Indian Invasion...
Indians flee their country as if escaping from hell, never realizing that they themselves are part of that very hell.
Indians flee their country as if escaping from hell, never realizing that they themselves are part of that very hell.
Identity Attack0.55044734
Insult0.45135358
Profanity0.39409557
Threat0.033386398
Severe Toxicity0.16960317
Moderate 0.5566829 Low Con 0.249 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians really hate their country lol
Indians really hate their country lol
Identity Attack0.58354634
Insult0.3416952
Profanity0.26586622
Threat0.013424582
Severe Toxicity0.05473421
Moderate 0.5566829 Low Con 0.224 Identity Attack Identity_Assertion
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
So the white man on the bike has been to every country in Africa. He's racist but only to black Africa people. What's a joke he is to Canadians he is.
So the white man on the bike has been to every country in Africa. He's racist but only to black Africa people. What's a joke he is to Canadians he is.
Identity Attack0.57957685
Insult0.48627716
Profanity0.07740857
Threat0.008945347
Severe Toxicity0.023076924
Moderate 0.5566829 Low Con 0.292 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
That registered nurse didnt say anything, he thought very carefully abouy his answers, trying to not to explain why he left india without talking shit about his own country and people
That registered nurse didnt say anything, he thought very carefully abouy his answers, trying to not to explain why he left india without talking shit about his own country and people
Identity Attack0.28034934
Insult0.39743927
Profanity0.541926
Threat0.010472948
Severe Toxicity0.034110364
Moderate 0.5566829 Moderate Con 0.416 Meta_Commentary
Oct 8, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
America is not the greatest country on earth 😂tf u foolin
America is not the greatest country on earth 😂tf u foolin
Identity Attack0.28034934
Insult0.48627716
Profanity0.46460027
Threat0.011172019
Severe Toxicity0.038593806
Moderate 0.5566829 Low Con 0.158 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is what our politicians and dumb liberal green-hugging lefties have imported into our once great country. The population of London is now less than 40% white, and reducing at an alarming rate. White flight is increasing fast. Outside of the cities is generally your beautiful, clean, safe and picturesque villages, towns and countryside - basically the real England/Britain, with the real people. Most cities are an absolute dump, increasingly being plagued by crime, and foreigners doing anything & everything other than working or contributing in any positive way. It's so sad. On current trends, by 2063, indigenous whites will be in the minority - 37 years time, and truth is it will lilely be quicker than that. Our only hope is Farage and Reform, but I suspect it's too late to stop the juggernaut.
Identity Attack0.45610145
Insult0.5393265
Profanity0.48510036
Threat0.026479885
Severe Toxicity0.16960317
Moderate 0.5566829 Constructive 0.686 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Geez, who could have predicted that the country where the Air India terrorist attack was planned and executed by one group of East Indians against another could have degenerated into a third world sh!thole with …
Geez, who could have predicted that the country where the Air India terrorist attack was planned and executed by one group of East Indians against another could have degenerated into a third world sh!thole with more immigrants from there.
Identity Attack0.5135796
Insult0.48399165
Profanity0.47191826
Threat0.14802226
Severe Toxicity0.16960317
Moderate 0.5566829 Moderate Con 0.318 Identity Attack
Sep 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.