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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: "Anyone who is NOT a …" 351 comments · Page 12 of 15
The problem is the liberal government who lets anyone in the country
The problem is the liberal government who lets anyone in the country
Identity Attack0.04667538
Insult0.028281843
Profanity0.017231047
Threat0.007353018
Severe Toxicity0.0020217896
Low Tox 0.10696511 Low Con 0.186 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Thank you for making this, I live in Surrey and you can go an entire day without seeing anyone else. Them being here is not the problem. The problem is the government working only for …
Thank you for making this, I live in Surrey and you can go an entire day without seeing anyone else. Them being here is not the problem. The problem is the government working only for them, some of them not even attempting to assimilate and a choice few of them bringing over their gang violence (again, only a few bad apples, most are fabulous people).
Identity Attack0.021585498
Insult0.037395194
Profanity0.015147334
Threat0.0086087575
Severe Toxicity0.0020122528
Low Tox 0.10522962 Constructive 0.755 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indian households in Canada make more on average than native Canadians. To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name. But …
Indian households in Canada make more on average than native Canadians. To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name. But before that they let in extremely intelligent and hard working folks from India who are currently upholding this country's tech industry. I know this for a fact as I am in tech and have eyes.
Identity Attack0.10221587
Insult0.024897853
Profanity0.012243799
Threat0.0063108844
Severe Toxicity0.0023078918
Low Tox 0.10175867 Constructive 0.705 Policy_Critique
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Has anyone noticed that the Hanuman god statue’s arm’s and hand’s are positioned similar to the baphomet statue?
Has anyone noticed that the Hanuman god statue’s arm’s and hand’s are positioned similar to the baphomet statue?
Identity Attack0.089145996
Insult0.02012808
Profanity0.021398475
Threat0.009540852
Severe Toxicity0.004234314
Low Tox 0.10045706 Low Con 0.223 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any …
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any problem they should blame there government because before these people all that place which is not built was merely dust and at the same time the crime which has increased because of these people I stand against that too
Identity Attack0.023796257
Insult0.024382202
Profanity0.020510335
Threat0.008556974
Severe Toxicity0.0021839142
Low Tox 0.09394901 Constructive 0.618 Moral_Argument
Feb 15, 2026 Inside Canada's Indian Invasion...
Man just give it a break with your doomposting .All of them are just trying to earn a decent living and are atleast being productive members of society. They're not even bothering anyone with their …
Man just give it a break with your doomposting .All of them are just trying to earn a decent living and are atleast being productive members of society. They're not even bothering anyone with their customs with (no loudspeakers or force conversions unlike some other people) and just want to be treated with some decency.
Identity Attack0.009619443
Insult0.032028005
Profanity0.020032106
Threat0.0064985976
Severe Toxicity0.0014972687
Low Tox 0.09394901 Constructive 0.528 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good thing. I understand that many Canadians want assimilation but you can’t seriously expect people who were raised in another country for decades to automatically become Hockey viewers and poutine fans overnight assimilation takes time. Instead of looking at them with skepticism y’all should talk with one another instead. That old dude towards the end really said it best that we should help one another as humans.
Identity Attack0.028418748
Insult0.03489272
Profanity0.019348921
Threat0.007068211
Severe Toxicity0.0021266937
Low Tox 0.0926474 Constructive 0.8
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
14:40 is anyone stopping those homeless Canadians from seeking help in these temples?! They seem to be so accepting
14:40 is anyone stopping those homeless Canadians from seeking help in these temples?! They seem to be so accepting
Identity Attack0.053399716
Insult0.024511116
Profanity0.011628932
Threat0.0067445673
Severe Toxicity0.002002716
Low Tox 0.091913216 Moderate Con 0.371
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. When you let in gobs of just anyone.. you end up with Brampton, Ontario, or Sweden, where foreign nationals have brought their own opinion of how life should be to a previously high trust/well functioning area. Like the opposite of gentrification. Basically slumification, a reduction in trust, an increase in crime, an increase in corruption.. Who would have thought there would one day be new Canadian citizens calling for Sharia Law in Canada? That is when immigration "jumped the shark", and the system needs fixing. And Canada already has the fix: Limit immigration to economically well off migrants who meet the points quota: ie, they are educated and speak english or french. And greatly restrict refugees... we have enough homeless and economically useless people, we do not need more.
Identity Attack0.04203484
Insult0.033019636
Profanity0.015693882
Threat0.0069905366
Severe Toxicity0.0021743774
Low Tox 0.091913216 Constructive 0.614
Jun 19, 2025 2 likes How Canada broke its immigration …
These stories don't pass the sniff test. I don't believe the liberals are deporting anyone.
These stories don't pass the sniff test. I don't believe the liberals are deporting anyone.
Identity Attack0.028016793
Insult0.027605021
Profanity0.01579636
Threat0.007935578
Severe Toxicity0.0016498566
Low Tox 0.08795626 Low Con 0.288
Dec 29, 2025 1 likes Deportations From Canada at Their …
They aren’t deporting anyone. They are excepting the “student “ immigrants from USA who is having their “student visa” reviewed. So Carnie/Liberals are looking for voters.
They aren’t deporting anyone. They are excepting the “student “ immigrants from USA who is having their “student visa” reviewed. So Carnie/Liberals are looking for voters.
Identity Attack0.047190998
Insult0.024511116
Profanity0.011423977
Threat0.006537435
Severe Toxicity0.0014781952
Low Tox 0.083999306 Low Con 0.235 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
Dubai, UAE and other GCC countries are also expanding their populations to grow economy. But they do not grant citizenship to any one. They just grant work visas and kick anyone out who violates local …
Dubai, UAE and other GCC countries are also expanding their populations to grow economy. But they do not grant citizenship to any one. They just grant work visas and kick anyone out who violates local laws or customs. Canada should follow same path.
Identity Attack0.018972786
Insult0.020256994
Profanity0.012995303
Threat0.04098356
Severe Toxicity0.0031280518
Low Tox 0.08241652 Moderate Con 0.485 Comparative_Framing
Feb 6, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Congratulations 🎉! Finally and hopefully the rest of Canada will do the same, and also to end the citizenship granted easy pizzy process to anyone born on Canadian soil if parents are NOT Canadians or …
Congratulations 🎉! Finally and hopefully the rest of Canada will do the same, and also to end the citizenship granted easy pizzy process to anyone born on Canadian soil if parents are NOT Canadians or PR.
Identity Attack0.054763943
Insult0.019161236
Profanity0.010023449
Threat0.008582866
Severe Toxicity0.0022602081
Low Tox 0.07845957 Constructive 0.507
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Housing crisis is all that comes to mind. We don't have the infrastructure to welcome anyone else, period. Let alone the people who are here illegally under false pretenses.
Housing crisis is all that comes to mind. We don't have the infrastructure to welcome anyone else, period. Let alone the people who are here illegally under false pretenses.
Identity Attack0.0233943
Insult0.023866551
Profanity0.0113727385
Threat0.007068211
Severe Toxicity0.0012397766
Low Tox 0.069754265 Constructive 0.517 Economic_Argument
Oct 1, 2025 IRCC Names India in Study …
Did anyone reach out to their MP? Please ask ChatGPT how to do that and just tell it your points, it will arrange the text. Yes your voice will be dismissed, it's not about you, …
Did anyone reach out to their MP? Please ask ChatGPT how to do that and just tell it your points, it will arrange the text. Yes your voice will be dismissed, it's not about you, it's about how many people will speakout instead of just complaining on youtube and tiktok and etc.
Identity Attack0.002848835
Insult0.023866551
Profanity0.018255826
Threat0.007935578
Severe Toxicity0.0013446808
Low Tox 0.06579731 Constructive 0.742
Aug 25, 2025 Why Canadians Are Turning Against …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously …
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously inform themselves. Without immigration Canada's pension system would fail all people over 65.
Identity Attack0.04177703
Insult0.01838776
Profanity0.010604155
Threat0.0065180166
Severe Toxicity0.0012302399
Low Tox 0.063027434 Constructive 0.665 Moral_Argument
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I'm sure Canada's current economic conditions are a complete disappointment to any foreigners who were seeking a better life. Working for low wages and paying a very high cost of living is not sustainable for …
I'm sure Canada's current economic conditions are a complete disappointment to any foreigners who were seeking a better life. Working for low wages and paying a very high cost of living is not sustainable for anyone.
Identity Attack0.031206898
Insult0.023866551
Profanity0.011150704
Threat0.006045496
Severe Toxicity0.0011825562
Low Tox 0.06184035 Constructive 0.633
Dec 10, 2025 Quebec Ends Economic Immigration Program …
Anyone else think the use of “ai slop visualization” during the car ride into USA counts as yellow journalism? I think that’s a textbook example.
Anyone else think the use of “ai slop visualization” during the car ride into USA counts as yellow journalism? I think that’s a textbook example.
Identity Attack0.025404079
Insult0.021417208
Profanity0.013200258
Threat0.0079873605
Severe Toxicity0.0021266937
Low Tox 0.06025757 Low Con 0.248 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Remigration must occur from anyone and descendants after 1965.
Remigration must occur from anyone and descendants after 1965.
Identity Attack0.017364962
Insult0.012984909
Profanity0.014054239
Threat0.02181799
Severe Toxicity0.0030136108
Low Tox 0.06025757 Low Con 0.223 Call_To_Action
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They are not harming anyone and spreading peace and harmony I wouldnt live in Canada its too cold.
They are not harming anyone and spreading peace and harmony I wouldnt live in Canada its too cold.
Identity Attack0.026810925
Insult0.01767874
Profanity0.012926984
Threat0.0076766624
Severe Toxicity0.0021076202
Low Tox 0.056263726 Constructive 0.528 Solidarity
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The US is chasing them out and so they come to the soft country of canada who accepts anyone with unconditional love
The US is chasing them out and so they come to the soft country of canada who accepts anyone with unconditional love
Identity Attack0.023193322
Insult0.020708188
Profanity0.012858666
Threat0.008789998
Severe Toxicity0.0015735626
Low Tox 0.056263726 Moderate Con 0.307 Comparative_Framing
Feb 18, 2026 Canadian immigration officers investigating hundreds …
When there are ppl coming to Canada in high thousands and hardly anyone is canadian anymore. It's hard to speak up when you are few and far between
When there are ppl coming to Canada in high thousands and hardly anyone is canadian anymore. It's hard to speak up when you are few and far between
Identity Attack0.033011556
Insult0.019354604
Profanity0.011628932
Threat0.0066798385
Severe Toxicity0.0013160706
Low Tox 0.054779384 Constructive 0.554
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Camada cant afford to support anyone who arrives here. We cant support our own.
Camada cant afford to support anyone who arrives here. We cant support our own.
Identity Attack0.018872296
Insult0.017743196
Profanity0.010518758
Threat0.0072106146
Severe Toxicity0.0014877319
Low Tox 0.05304765 Low Con 0.26 Economic_Argument
Jan 5, 2026 34 likes Migrants cross into Canada near …
Anyone not in Canada more than twenty 20 years should be removed from positions of authority. Including, POLITICIANS, POLICE, TEACHERS, IMMIGRATION all government workers and any other role that influences our decisions, our youth and …
Anyone not in Canada more than twenty 20 years should be removed from positions of authority. Including, POLITICIANS, POLICE, TEACHERS, IMMIGRATION all government workers and any other role that influences our decisions, our youth and our future in CANADA. Teach them how to adapt and be Canadian. Michelle Rempell Garner dishing it out on our behalf. God grant her strength and wisdom.
Identity Attack0.017967897
Insult0.018129934
Profanity0.010228404
Threat0.011586283
Severe Toxicity0.0022602081
Low Tox 0.051563308 Constructive 0.506 Call_To_Action
Oct 1, 2025 7 likes IRCC Names India in Study …

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.