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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: "How they are going to …" 2,613 comments · Page 74 of 105
Brother I live in Mississauga and Toronto used to go to Brampton all the time yeah it's literally indiantown it's not Brampton it's browntown.
Brother I live in Mississauga and Toronto used to go to Brampton all the time yeah it's literally indiantown it's not Brampton it's browntown.
Identity Attack0.07012023
Insult0.025929155
Profanity0.029050145
Threat0.007637825
Severe Toxicity0.003452301
Low Tox 0.10522962 Constructive 0.651 Personal_Narrative
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
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...
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that came into the country during the time of Trudeau and Carney. This will lower cost of housing, right now it takes 5 people on minimum wage to afford a 1 bedroom apartment and we wonder why we have so many people living on the streets. This will open jobs lower prices on food and allow the future generation to afford a a home.
Identity Attack0.048480038
Insult0.033460364
Profanity0.013439372
Threat0.008582866
Severe Toxicity0.0030136108
Low Tox 0.104795754 Constructive 0.681
Sep 29, 2025 IRCC Names India in Study …
Yes, they can go back home and 24 Billions Canadian tax payers given to Ukrainians must come back for Canadians to benefit their interests.if not liberals have to return it from their pockets .this is …
Yes, they can go back home and 24 Billions Canadian tax payers given to Ukrainians must come back for Canadians to benefit their interests.if not liberals have to return it from their pockets .this is the real control!
Identity Attack0.037394293
Insult0.03588435
Profanity0.012551232
Threat0.007197669
Severe Toxicity0.0020313263
Low Tox 0.104795754 Moderate Con 0.377 Economic_Argument
Jan 17, 2026 2.9 million Canadian temporary visas …
I grew up being told multiculturalism is our strength. Seeing it now as an adult, I can see all its done is created cities that have no actual Canadians, English or our culture. Raised crime, …
I grew up being told multiculturalism is our strength. Seeing it now as an adult, I can see all its done is created cities that have no actual Canadians, English or our culture. Raised crime, destroyed the housing market, lower the standard of living and quality of life. We need to go back to 1990's Canada and undo all that the last 35 years have done to our once great country.
Identity Attack0.06249457
Insult0.028502205
Profanity0.010757872
Threat0.007689608
Severe Toxicity0.0029182434
Low Tox 0.104361884 Constructive 0.607 Identity_Assertion
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, medical, housing , food and employment problems.. he fixes it by giving more of our billions to the Ukraine.. meanwhile 6 million people dont have doctors and tens of thousands of Canadians are dying waiting for surgery.. and 2 million people a month go to food banks.
Identity Attack0.039456755
Insult0.034672357
Profanity0.010945748
Threat0.007365964
Severe Toxicity0.0021362305
Low Tox 0.104361884 Moderate Con 0.421 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
No papers go home
No papers go home
Identity Attack0.012541492
Insult0.0279513
Profanity0.01941724
Threat0.009463178
Severe Toxicity0.0030708313
Low Tox 0.103928015 Moderate Con 0.356 Call_To_Action
Feb 22, 2026 Canadian immigration officers investigating hundreds …
Those jobs were viable for years but Canadians didn't want them because their min wage and lousy hours and conditions. Theses people have a real work ethic and they want to succeed . The average …
Those jobs were viable for years but Canadians didn't want them because their min wage and lousy hours and conditions. Theses people have a real work ethic and they want to succeed . The average age in Canada is fifty seven. Who's going to pay for the Canada Pension when weir to old to work? Hope ya don't think the rich is going to help you with no pensions and medical.
Identity Attack0.024600167
Insult0.053791173
Profanity0.012687869
Threat0.0059322207
Severe Toxicity0.0014209747
Low Tox 0.103928015 Constructive 0.602
Aug 25, 2025 Why Canadians Are Turning Against …
And Dental benefits. $2000 each year at 100% after May 1st changes to 70% . Most of the working middle class does not get benefits like that. 😂 How is possible that war refugees can …
And Dental benefits. $2000 each year at 100% after May 1st changes to 70% . Most of the working middle class does not get benefits like that. 😂 How is possible that war refugees can go back home for visit at least 1 per year and I can not afford any?
Identity Attack0.038167715
Insult0.029934563
Profanity0.017572641
Threat0.006647474
Severe Toxicity0.002155304
Low Tox 0.103494145 Constructive 0.601 Economic_Argument
Feb 25, 2026 'We do know that there's …
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that …
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that be want the west to fall too much
Identity Attack0.019073274
Insult0.02708937
Profanity0.02392626
Threat0.012596053
Severe Toxicity0.0025177002
Low Tox 0.103494145 Low Con 0.131
Oct 6, 2025 IRCC Names India in Study …
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's …
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's nothing wrong with good honest working people moving to a new country and living and working like the locals. But when you live OFF of the locals tax dollars or cheat the system, it is not going to be healthy for immigrants, Canadians or the economy.
Identity Attack0.07673789
Insult0.028392024
Profanity0.0127561875
Threat0.006304411
Severe Toxicity0.00207901
Low Tox 0.103060275 Constructive 0.61 Economic_Argument
Oct 2, 2025 IRCC Names India in Study …
You should go to brooks Alberta dude the meat packing plant brought that place down now it's the city of 100 languages when the town can't even sustain itself
You should go to brooks Alberta dude the meat packing plant brought that place down now it's the city of 100 languages when the town can't even sustain itself
Identity Attack0.010137413
Insult0.03599453
Profanity0.014054239
Threat0.006738094
Severe Toxicity0.0021362305
Low Tox 0.103060275 Moderate Con 0.44 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting …
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting them. Our children can’t find jobs and if they do it takes months to get one. Why does the government house immigrants? Why are we the tax payers footing the bill. We as Canadians are stressed!! Why do we have to leave a country that we live in. The Government has let down their people.
Identity Attack0.042550452
Insult0.030375287
Profanity0.012517073
Threat0.007547205
Severe Toxicity0.0024604797
Low Tox 0.103060275 Constructive 0.62
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
I do not agree to keep immigrants who are not abiding by the immigration laws. If its expired, you need to go. No excuses. I am ok with enforcing the laws. You know all those …
I do not agree to keep immigrants who are not abiding by the immigration laws. If its expired, you need to go. No excuses. I am ok with enforcing the laws. You know all those immigrants from US are fleeing to Canada now because we don't enforce. Look at our crime rate. Has Canada offered any statistics on Immigrant Crime rates?
Identity Attack0.07673789
Insult0.024897853
Profanity0.010996987
Threat0.00746953
Severe Toxicity0.0022125244
Low Tox 0.103060275 Constructive 0.698 Policy_Critique
Jan 16, 2026 2.9 million Canadian temporary visas …
You think. Hahahah. This has been going on for decades. People know globally where to go to hide and cause problems in Canada.
You think. Hahahah. This has been going on for decades. People know globally where to go to hide and cause problems in Canada.
Identity Attack0.026408968
Insult0.033239998
Profanity0.012961143
Threat0.00967031
Severe Toxicity0.0025367737
Low Tox 0.102626406 Low Con 0.227 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different …
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different land, these same people become more attached to their original culture and religion, even more orthodox in their beliefs. They try to recreate what is familar. Why are we surprised most are not assimilating? It takes, for most, many generations. And even then. Immigrants will always, in one way or another affect change in the general culture. Think of different cuisine, the arts, influences on our beliefs, etc. What is a Canadian anyways? One who lives here? Who pays taxes here? How long of roots do you need to have before you are no longer called an immigrant? We have a very large country and from one community to another there is a difference in the culture. Perhaps we need to be clearer on what is in fact our highest Canadian values and communicate them more effectively. I would also like to add that there is suffering in not being able to pass on your culture. Watching your children and grandchildren speaking a different language, not having them understand yours enough for you to enjoy signing traditional songs to, not being able to guide them in your religious beliefs, etc., in the name of them becoming assimilated. I am experiencing these and my roots go back over 400 years on this land.
Identity Attack0.07673789
Insult0.027730936
Profanity0.018734055
Threat0.006861079
Severe Toxicity0.0023174286
Low Tox 0.102626406 Constructive 0.861
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Bro go all the way and actually try crossing illegally n document it if possible. That would be awesome
Bro go all the way and actually try crossing illegally n document it if possible. That would be awesome
Identity Attack0.022791367
Insult0.021610579
Profanity0.014156717
Threat0.00951496
Severe Toxicity0.00289917
Low Tox 0.102626406 Moderate Con 0.414 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
This has been going on for 200 years, the difference is, is its now millions, not thousands. Italians came to US/ Canada in 1900's and kept to themselves just like the Indians. Mennonites, Chinese, Irish, …
This has been going on for 200 years, the difference is, is its now millions, not thousands. Italians came to US/ Canada in 1900's and kept to themselves just like the Indians. Mennonites, Chinese, Irish, all the same but just in a smaller way. It's balloned over time.
Identity Attack0.07177465
Insult0.028722567
Profanity0.016752819
Threat0.007521313
Severe Toxicity0.0025749207
Low Tox 0.102192536 Constructive 0.595 Comparative_Framing
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All 2 billion ? what’s the limit? And what happens when you reach the limit and they still keep coming in ?
Identity Attack0.047190998
Insult0.026960457
Profanity0.015591404
Threat0.007353018
Severe Toxicity0.0023269653
Low Tox 0.102192536 Moderate Con 0.325
Mar 24, 2018 1 likes How much do refugees and …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
The strategy of corporations exploiting illegal labour practices are never going to go away since it encourages cheap labour without any benefits is a huge leverage for the companies and the government and of course …
The strategy of corporations exploiting illegal labour practices are never going to go away since it encourages cheap labour without any benefits is a huge leverage for the companies and the government and of course the last but not the least steps like these are not solutions for the unemployed local workers but a huge excuse for the so called organisations to open a huge black market for the illegals even more with higher rates of shipping the possible jobs abroad
Identity Attack0.06294931
Insult0.029163294
Profanity0.013985921
Threat0.0071070488
Severe Toxicity0.0021076202
Low Tox 0.10089093 Moderate Con 0.433 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Nope were closed go back
Nope were closed go back
Identity Attack0.0042917514
Insult0.025542418
Profanity0.025634222
Threat0.011405042
Severe Toxicity0.0032424927
Low Tox 0.10089093 Moderate Con 0.334
Jan 5, 2026 43 likes Migrants cross into Canada near …
we have armed chinese guards on drilling sites in northern alberts, will the chinese arming going to be part of our milatary ?
we have armed chinese guards on drilling sites in northern alberts, will the chinese arming going to be part of our milatary ?
Identity Attack0.053399716
Insult0.017012933
Profanity0.013849284
Threat0.046218675
Severe Toxicity0.0038337708
Low Tox 0.10045706 Low Con 0.251 Fear_Threat
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I had to jump through a thousand hoops to be here LEGALLY! If they cry because their temp visa is running out and they had no intention to go back! NO SHORTCUTS!
I had to jump through a thousand hoops to be here LEGALLY! If they cry because their temp visa is running out and they had no intention to go back! NO SHORTCUTS!
Identity Attack0.013445892
Insult0.030485468
Profanity0.016479544
Threat0.0086087575
Severe Toxicity0.002708435
Low Tox 0.10045706 Moderate Con 0.444
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
They have a very clear path. Go home!!
They have a very clear path. Go home!!
Identity Attack0.006363631
Insult0.027730936
Profanity0.015249812
Threat0.011974656
Severe Toxicity0.002861023
Low Tox 0.10045706 Low Con 0.159
Nov 24, 2025 Quebec Ends Economic Immigration Program …

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.