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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: "Replacement" 245 comments · Page 2 of 10
I'm probably gonna make some people mad but here's exactly what is happening the left tell white people their evil and racist and climate change is ending the world so white people don't have kids …
I'm probably gonna make some people mad but here's exactly what is happening the left tell white people their evil and racist and climate change is ending the world so white people don't have kids then they tell black people to murder their babies while still in mother's womb just to replace our population with immigrants
Identity Attack0.5707127
Insult0.36798462
Profanity0.26583168
Threat0.44185185
Severe Toxicity0.11492836
Moderate 0.51980776 Moderate Con 0.445 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
They're not stupid. If a first-world country offers you guarantees just for living there and having children, who would be foolish enough to say "No"? The problem isn't them; the problem is the government for …
They're not stupid. If a first-world country offers you guarantees just for living there and having children, who would be foolish enough to say "No"? The problem isn't them; the problem is the government for allowing their culture to be replaced in order to get quick results.
Identity Attack0.09162762
Insult0.56997263
Profanity0.31402156
Threat0.008272167
Severe Toxicity0.016383713
Moderate 0.51980776 Moderate Con 0.421 Insult Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Yeah, keep putting more taxes on everything. Keep taxing income and property that has already been taxed. Then act surprised when the fertility rate drops that low! So then you bring in migrants who will …
Yeah, keep putting more taxes on everything. Keep taxing income and property that has already been taxed. Then act surprised when the fertility rate drops that low! So then you bring in migrants who will reproduce like crazy. Then you need to collect even more taxes, robbing your hard-working population to provide for them, and you get even more surprised. But of course, you know exactly what you're doing. Those low-quality migrants are your future voters. That's why your asses in the government seats aren't going to be replaced anytime soon. Good job, liberals! Just remember, the branch you're sawing off now is the one you're sitting on. Your fall is inevitable; it's only a matter of time.
Identity Attack0.35299334
Insult0.489133
Profanity0.40878695
Threat0.023199292
Severe Toxicity0.0394905
Moderate 0.50789946 Moderate Con 0.39 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
White people crack down on sex offenders only to replace themselves with people that do not😂
White people crack down on sex offenders only to replace themselves with people that do not😂
Identity Attack0.5135796
Insult0.34392178
Profanity0.2687007
Threat0.051067904
Severe Toxicity0.02378681
Moderate 0.50759226 Low Con 0.163 Identity Attack Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
This is not diversity, this is one culture replacing another one. Why does Canada let in so many freaking Indians? Why Indians over other immigrants from other countries?
This is not diversity, this is one culture replacing another one. Why does Canada let in so many freaking Indians? Why Indians over other immigrants from other countries?
Identity Attack0.54151535
Insult0.4718924
Profanity0.36230123
Threat0.011586283
Severe Toxicity0.04397394
Moderate 0.49139655 Moderate Con 0.304 Identity Attack
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
This is just sad. Every single country with a White majority is just "magically" racially replacing the White population. We're told it's not happening, as if we're all just completely retarded leftists and believe everything …
This is just sad. Every single country with a White majority is just "magically" racially replacing the White population. We're told it's not happening, as if we're all just completely retarded leftists and believe everything they tell us.
Identity Attack0.5135796
Insult0.4747285
Profanity0.33258784
Threat0.015429466
Severe Toxicity0.02373986
Moderate 0.4850187 Moderate Con 0.359 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
this is white genocide, the great replacement
this is white genocide, the great replacement
Identity Attack0.5135796
Insult0.2435641
Profanity0.22602804
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.4850187 Low Con 0.203 Identity Attack Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
That's what india do they monopolize the country to be Indian also the employment they monopolize all the job from janitor to managerial position that's what ived seen and experience also in middle east. They …
That's what india do they monopolize the country to be Indian also the employment they monopolize all the job from janitor to managerial position that's what ived seen and experience also in middle east. They monopololized if the Indian become manager on the job the try to kick your ass out of your job to replaced Indian national
Identity Attack0.43256098
Insult0.36798462
Profanity0.46460027
Threat0.1319513
Severe Toxicity0.072789766
Moderate 0.48021027 Constructive 0.588
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
The goal of every leftiest government in every native white country is to destroy and replace white people and european culture.
The goal of every leftiest government in every native white country is to destroy and replace white people and european culture.
Identity Attack0.5548181
Insult0.25007802
Profanity0.19278693
Threat0.34804323
Severe Toxicity0.03590374
Moderate 0.47886392 Low Con 0.158 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Spoiled ungrateful Canadians keep voting for liberal/ WEF stooges who want to replace us with the third world to stay in power.
Spoiled ungrateful Canadians keep voting for liberal/ WEF stooges who want to replace us with the third world to stay in power.
Identity Attack0.46028158
Insult0.48627716
Profanity0.06796519
Threat0.009385503
Severe Toxicity0.023076924
Moderate 0.47622904 Low Con 0.176 Fear_Threat
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to claims of "racism" just for calling out issues created and perpetuated by Indian colleagues. How many scam calls are we all getting now, how many jobs are we losing to them now, how many incentives are companies exploiting by hiring them just to drive profits now? I have a university degree and cannot get a job after such terrible experiences with these people in the workplace so I am going back to school in order to enter a type of industry they have not 'yet' taken over. Boomer thinking, their voting of Liberals and media brainwashing of "cultural diversity" has brought these issues to the boiling point. Enough is enough! Go back to India!
Identity Attack0.4911651
Insult0.48627716
Profanity0.08678388
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.47473195 Constructive 0.635
Jul 23, 2025 1 likes How Canada broke its immigration …
Out of so many people those degenerate glorified thieves (“people in AI”) are your concern? Are tou joking? You can easily replace them with AI or if not hire these types remotely overseas much cheaper. …
Out of so many people those degenerate glorified thieves (“people in AI”) are your concern? Are tou joking? You can easily replace them with AI or if not hire these types remotely overseas much cheaper. What a joke. Im not interested in immigration stuff but I am happy this law passed since it gives some justice to these vile people.
Identity Attack0.120924085
Insult0.5130944
Profanity0.10023434
Threat0.011974656
Severe Toxicity0.01806218
Moderate 0.47119883 Moderate Con 0.456 Insult Moral_Argument
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Seems like everywhere is trying to replace white people right now. At this moment the most discriminating is going against white people like me. Every other day I got someone of color hating on me …
Seems like everywhere is trying to replace white people right now. At this moment the most discriminating is going against white people like me. Every other day I got someone of color hating on me calling me a stupid white boy and many other things and because I’m white it’s okay apparently
Identity Attack0.5051593
Insult0.41767508
Profanity0.36302176
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.462 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
thank you for exposing what these greedy capitalist TRAITORS are doing to our country. They are trying to REPLACE us with low wage workers.
thank you for exposing what these greedy capitalist TRAITORS are doing to our country. They are trying to REPLACE us with low wage workers.
Identity Attack0.12735364
Insult0.5130944
Profanity0.07126612
Threat0.009722093
Severe Toxicity0.015350811
Moderate 0.46186632 Moderate Con 0.421 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This is the great replacement of a people, culture, traditions, history and faith. Canadian politicians are treasonous
This is the great replacement of a people, culture, traditions, history and faith. Canadian politicians are treasonous
Identity Attack0.3908055
Insult0.489133
Profanity0.09583591
Threat0.008945347
Severe Toxicity0.015544481
Moderate 0.45761138 Low Con 0.177 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
''great replacement is a myth and far right a conspiracy theory'' is what they say in media but people aint stupid, our eyes do not lie.
''great replacement is a myth and far right a conspiracy theory'' is what they say in media but people aint stupid, our eyes do not lie.
Identity Attack0.011987305
Insult0.5130944
Profanity0.2801717
Threat0.0086087575
Severe Toxicity0.010223389
Moderate 0.45761138 Low Con 0.299 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Whyte Canadians created this mess, they thought could replace black Canadians in workplace with punjabi and it backfired now whyte Canadians are ones complaining about can't finding a job.
Whyte Canadians created this mess, they thought could replace black Canadians in workplace with punjabi and it backfired now whyte Canadians are ones complaining about can't finding a job.
Identity Attack0.55044734
Insult0.34101152
Profanity0.0935729
Threat0.010421164
Severe Toxicity0.023076924
Moderate 0.45751464 Moderate Con 0.448 Identity Attack
Jun 18, 2025 How Canada broke its immigration …
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and …
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and tell them birth rates going down which is a fuckinig lie just like global warming use these lies to take control. All these countries are what keep the world running in a "free state" and keep the world going in general. They have been replaced by 2nd and 3rd world immigrants on purpose. Why do you think Russia is at war and china is the bad country etc? Because israel doesnt have control over them fully. they are only few country's left where arent being replaced by goddamn immigrants. they use 2nd world immigrants to replace the white countrys because 3rd world counrtys they wouldnt be able to keep things running there iq is so low they are considered retarded by western standards. IThis is all being done by Israel.. there goal is to have a one world order meaning they control the world fully and have one country is the main goal. They were never promised a homeland so this is there plan. Once there are no white countrys left they have full control over every country. they have this written out to the public. the next phase will be to kill off the world population too 500,000,000 either through world war or a man made virus. And it will be kept under 500,000,000 after.. Then the one world order will be put in place. If you cant undestand this or see this yet then you are part of the problem and insanelly dumb because you are being used these people (the jews) want you dead. They look at anyone that isnt jewish as subhuman.. goyim.
Identity Attack0.45348886
Insult0.41530323
Profanity0.40185395
Threat0.017328756
Severe Toxicity0.03321367
Moderate 0.45751464 Moderate Con 0.317 Unverified_Claim
Mar 2, 2026 Inside Canada's Indian Invasion...
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. …
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. They’ve done nothing but ruin Canada as they never wanted to become Canadians or accept our culture and beliefs. Every Tim Horton is run by people from India. White Canadians lost their jobs and need not reapply.
Identity Attack0.55044734
Insult0.3388922
Profanity0.051181246
Threat0.03407705
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.464 Identity Attack Identity_Assertion
Dec 26, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Its 1.4 B B B a freaking Billion of them . 2024 U.S. population estimated ( surly underestimated) 340 million its INCLUDING all indians in it ) They can REPLACE and repopulate the ENTIRE USA …
Its 1.4 B B B a freaking Billion of them . 2024 U.S. population estimated ( surly underestimated) 340 million its INCLUDING all indians in it ) They can REPLACE and repopulate the ENTIRE USA and Canada , and there still will be pretty damn overpopulated and tight in India
Identity Attack0.3958119
Insult0.35161978
Profanity0.42185885
Threat0.01750142
Severe Toxicity0.02604016
Moderate 0.45396814 Low Con 0.255
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on …
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on Indians who are paying humongous sums to live in countries like Canada!! Big big difference!!! And yes it’s racism cuz you’re scared of the fact that someone more compatible is replacing you in wrk cuz of better skills, work ethics, and discipline!!
Identity Attack0.5135796
Insult0.3406697
Profanity0.0913099
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.624 Identity Attack Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Greetings from Mumbai -India I completely agree that with the resurge of the Indian Right Wing -our RECENT Indian immigrants are making a HUGE MISTAKE by building only a *Indian Society* inside Brampton,Canada & refusing …
Greetings from Mumbai -India I completely agree that with the resurge of the Indian Right Wing -our RECENT Indian immigrants are making a HUGE MISTAKE by building only a *Indian Society* inside Brampton,Canada & refusing to assimilate which is *really really stupid* Truth is that Indians family system *over time* will /has OVERWHELMED the white skinned systems in economics,savings,wealth accumulation etc and naturally OVER TIME the white settlers will get replaced by fitter, better equipped races & maybe *co-habitation,acceptance* will only delay the ending ?
Identity Attack0.47178617
Insult0.42367843
Profanity0.33453682
Threat0.032005094
Severe Toxicity0.026936848
Moderate 0.4398409 Constructive 0.615
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, …
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, so we’re being replaced by people that actually enjoy having families not left-wing parasites as a Canadian, who was born here I regret that we have fallen, but it’s the reality western women don’t have kids anymore It’s all about them.
Identity Attack0.38223284
Insult0.46774593
Profanity0.17706433
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.43965456 Moderate Con 0.458 Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian replaced by white and then white replaced by indians lmao
Indian replaced by white and then white replaced by indians lmao
Identity Attack0.50125694
Insult0.2469859
Profanity0.18786818
Threat0.023889944
Severe Toxicity0.02425631
Moderate 0.43965456 Low Con 0.166 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Identity Attack0.5135796
Insult0.24928534
Profanity0.117874645
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4274071 Constructive 0.557 Identity Attack Moral_Argument
Feb 6, 2026 2 likes 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.