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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: "Their only job will be …" 1,176 comments · Page 27 of 48
Look at the government spending on illegals migrants is shocking. Immigrants come to Canada withlot of hardship. Language, assetts, qualifications, experience etc.etc. We did not come by just walking. After landing in Canada we were …
Look at the government spending on illegals migrants is shocking. Immigrants come to Canada withlot of hardship. Language, assetts, qualifications, experience etc.etc. We did not come by just walking. After landing in Canada we were not given resources to live here. Nothing at all. BIG ZERO. Jobs were not given so easily like the illegals entering the country.
Identity Attack0.13805299
Insult0.06407392
Profanity0.012277958
Threat0.0063497215
Severe Toxicity0.0032234192
Low Tox 0.17371799 Constructive 0.573 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Seen a job posting where they posted they were only looking to hire immigrants
Seen a job posting where they posted they were only looking to hire immigrants
Identity Attack0.16801116
Insult0.036809623
Profanity0.019622196
Threat0.006925808
Severe Toxicity0.0030899048
Low Tox 0.17285149 Moderate Con 0.336 Personal_Narrative
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
I wonder why they would like to live in the US so much? I've been there and I've met a lot of people from there, I am a tour guide from spain. I would say …
I wonder why they would like to live in the US so much? I've been there and I've met a lot of people from there, I am a tour guide from spain. I would say the US its an ok country, with good job opportunities, nice infraestructure but with a lot of problems of drug abuse, homelessness and crime Specially for a so called "developed nation". I was shocked when I heard that there are what you call school shootings there! Why don't you tackle that problem and alow it to happen? I have never seen that, in such a scale in more developed countries like switzerland, japan or south korea.
Identity Attack0.10221587
Insult0.06267534
Profanity0.04592061
Threat0.025271246
Severe Toxicity0.0059127808
Low Tox 0.17285149 Constructive 0.807 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
how about "a brand new Canadian university graduate programme"? how about "affordable rent and decent non-ghetto housing for young Canadian families programme"? how about "I need a decent job that pays for more than a …
how about "a brand new Canadian university graduate programme"? how about "affordable rent and decent non-ghetto housing for young Canadian families programme"? how about "I need a decent job that pays for more than a daily helping of mac and cheese programme"? how about "a programme that focuses on young Canadians living here and studying here and working 3-4 sht jobs to make ends meet"? how about a "we help our own citizens whom we as a first-world nation are responsible for programme"? and how about that "we all have a family doctor yee pee! programme"? how about a "stop playing Santa Klaus to foreigners programme"? finally bow about the "ffs programme"???!!!
Identity Attack0.04306607
Insult0.077136256
Profanity0.13873272
Threat0.0077672824
Severe Toxicity0.0065231323
Low Tox 0.17198499 Moderate Con 0.457
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Brampton and surrey are hubs for punjabis and Indians. The rest of Canada has smaller populations though they stick out more with their identity and choice of jobs that usually are in your face.
Brampton and surrey are hubs for punjabis and Indians. The rest of Canada has smaller populations though they stick out more with their identity and choice of jobs that usually are in your face.
Identity Attack0.13805299
Insult0.06774519
Profanity0.014088398
Threat0.006815769
Severe Toxicity0.0035476685
Low Tox 0.17198499 Moderate Con 0.465 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Well done,all Canadá has to do this,no more jobs for young Canadians.
Well done,all Canadá has to do this,no more jobs for young Canadians.
Identity Attack0.16587129
Insult0.036104713
Profanity0.011048226
Threat0.009955117
Severe Toxicity0.0049209595
Low Tox 0.17198499 Moderate Con 0.429
Nov 23, 2025 3 likes Quebec Ends Economic Immigration Program …
The Indian people are nice dont get me wrong, but the issue is there are to many of them and alot of them dont want to lwarn our language after moving here and they start …
The Indian people are nice dont get me wrong, but the issue is there are to many of them and alot of them dont want to lwarn our language after moving here and they start businesses but only hire other Indians because of the language barrier. They are also buying up all the houses and alot of them will only rent to their own making it very difficult for Canadians to find houses to rent. Even half the realtors are indian. We have no jobs left very few houses and its makkng Canadians go homeless
Identity Attack0.22707681
Insult0.037980765
Profanity0.014225035
Threat0.0069646453
Severe Toxicity0.0036811829
Low Tox 0.17025198 Constructive 0.646 Economic_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Feel bad for immigration agents, they lost clients. Now they have to find another job😂
Feel bad for immigration agents, they lost clients. Now they have to find another job😂
Identity Attack0.10221587
Insult0.05262003
Profanity0.017845914
Threat0.007573096
Severe Toxicity0.0029754639
Low Tox 0.1693855 Moderate Con 0.388 Humor_Satire
Nov 21, 2025 Quebec Ends Economic Immigration Program …
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india …
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india or canada ? where would they live and help make better . so let me ask u what is ur problem with immegration when ur the country that benefiting from it ? when u are having new jobs , a better demographics etc etc from this deal why hate them ? also no u cant just issue political assylum in canada . u need a student visa u have to work for it as well
Identity Attack0.10757765
Insult0.0670459
Profanity0.024951037
Threat0.0077025536
Severe Toxicity0.0043296814
Low Tox 0.1693855 Constructive 0.685 Economic_Argument
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks Tyler for your job, this is terrible, western nations are over.
Thanks Tyler for your job, this is terrible, western nations are over.
Identity Attack0.03636306
Insult0.06826523
Profanity0.01893901
Threat0.008440462
Severe Toxicity0.002746582
Low Tox 0.1693855 Moderate Con 0.362 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Remove all temp workers at Tim hortons and similar. Why do we import them just to do very low skill jobs?
Remove all temp workers at Tim hortons and similar. Why do we import them just to do very low skill jobs?
Identity Attack0.011247349
Insult0.07967083
Profanity0.013883443
Threat0.013702838
Severe Toxicity0.0029563904
Low Tox 0.16678599 Moderate Con 0.323 Policy_Critique
Dec 24, 2025 18 likes Deportations From Canada at Their …
Thats it.. Fewer job oppurtinities in India, make easy money. Thats it. The rest is bunkum.
Thats it.. Fewer job oppurtinities in India, make easy money. Thats it. The rest is bunkum.
Identity Attack0.1015541
Insult0.07016616
Profanity0.054938845
Threat0.007961469
Severe Toxicity0.004310608
Low Tox 0.16678599 Low Con 0.18 Economic_Argument
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Good for Quebec, they need to set boundaries for immigration standards. Hopefully all provinces follow this example, no jobs or homes for immigrants or asylum seekers currently.🤔👎 Canadian gov't is lying to newcomers, no room …
Good for Quebec, they need to set boundaries for immigration standards. Hopefully all provinces follow this example, no jobs or homes for immigrants or asylum seekers currently.🤔👎 Canadian gov't is lying to newcomers, no room here unless they start building more homes, growing businesses..etc more employment needed, regular Canadians can't find work.
Identity Attack0.10221587
Insult0.06634661
Profanity0.01265371
Threat0.0066280556
Severe Toxicity0.002784729
Low Tox 0.165053 Constructive 0.59
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive Indian increase in the population is due to Trudeau's immigration policy, the indians did not jump over the border as some of the comments suggest, they mostly came here legally, and this was done without broad agreement of the Canadian population as a whole. Canadian population went from being 30 million inhabitants to 40 millions in just over a decade, a massive population increase in a short time due mostly to Indian immigration with huge impact on housing , cost of housing, infrastructure, jobs, taxes, etc... The liberals have a lot to answer for the disaster which Canada has become in the last 10 years and yes they got rid off Trudeau, but they are still in power, stiffling the potential economic growth of Canada which should be a rich country instead of being a country where many people live from pay cheques to pay cheques.
Identity Attack0.17226285
Insult0.053791173
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.165053 Constructive 0.801
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) …
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) repatriated and the death is left unclear. The gov’t of Canada has been obfuscating many such deaths. Was it the Canadian govt fully at fault for the deaths? Not quite… these students are often met with predatory individuals who take advantage of their vulnerable situations: such as predatory landlords who have sometimes 15 or more students renting one house, or unjust working conditions because the employer knows that the immigrants citizenship hopes are tied to the job, etc etc. Ultimately, it’s the Canadian government turning a blind eye to these realities and trying to make the deaths appear due to things other than unalive attempts. This shouldn’t be surprising considering the way the Canadian government has been pushing dystopian legislation around their medically assisted dying program (MAiD). Canada’s medically assisted dying program has the least guardrails of any program of that type in other countries. Not just this, but the legislation for MAiD comes at a time when Canada’s healthcare and mental healthcare systems are collapsing. Trudeau said he would address this with one his re-election promises in 2021: he promised 5 billion for mental health programs. I’ve worked in the field for almost 20 years with youth and that money never arrived, nor has any serious attempt to fund programs occurred since the brutal Canadian pandemic policies massively exacerbated the youth mental health crisis. Perhaps one day someone will be able to trace how the 5 Billion promised was send off in provincial transfers that did not benefit any programs and likely only helped pay for all the upper management, because Canada’s healthcare, education and mental health care systems are absurdly top-heavy. Canada becomes moral dystopian by the day, with regular folks (working class, blue collar, low-income) bearing the burden. Everyday more people join the rank of the oppressed regular people while a few who work in the government or favored industries are overpaid and the stats around all of this corruption are further obfuscated and buried. And as all this occurs, you see bureaucrats like the on in this video smug in their knowledge that most Canadians will never learn how dark the truth is.
Identity Attack0.10221587
Insult0.06722072
Profanity0.018734055
Threat0.024235269
Severe Toxicity0.004386902
Low Tox 0.165053 Constructive 0.679
Sep 30, 2025 1 likes IRCC Names India in Study …
As a Canadian born to immigrants, the emphasis of 'temporary foreign worker' is on 'temporary'. Its highly immoral for immigrants to be scapegoated for the greed of corporations wanting cheap slave labour, and for colleges …
As a Canadian born to immigrants, the emphasis of 'temporary foreign worker' is on 'temporary'. Its highly immoral for immigrants to be scapegoated for the greed of corporations wanting cheap slave labour, and for colleges to reap the benefit of a broken student visa loophole to immigration, to the detriment of all Canadians. This loophole has remained open for long enough, at the behest of lobbyists and politicians to use for talking-points at election time, but everyone is glad someone is finally doing something about it. Our job markets and real-estate prices needed this to recover to sane-levels. It takes a non-politician in power for things to get done for practical reasons, not to score political points.
Identity Attack0.10221587
Insult0.07872037
Profanity0.017982552
Threat0.007819066
Severe Toxicity0.0038719177
Low Tox 0.1641865 Constructive 0.753 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
and gen z continues to vote for this... giving their jobs away..lol so they can live with their parents forever
and gen z continues to vote for this... giving their jobs away..lol so they can live with their parents forever
Identity Attack0.013345404
Insult0.06512285
Profanity0.02522431
Threat0.008323951
Severe Toxicity0.003566742
Low Tox 0.1641865 Moderate Con 0.308 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Cherry picking ragebait title. Carney has done a fantastic job. Cracking down on diploma mills != Legal immigrants.
Cherry picking ragebait title. Carney has done a fantastic job. Cracking down on diploma mills != Legal immigrants.
Identity Attack0.10221587
Insult0.0654725
Profanity0.01887069
Threat0.008893564
Severe Toxicity0.0040626526
Low Tox 0.16331999 Constructive 0.504 Meta_Commentary
Feb 12, 2026 Canada's tighter immigration policy divides …
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they …
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they are willing to work and pay taxes. In fact, we should look at the root cause of these problems. It is the colleges making money off these immigrants, it is the corporations who do not want to pay decent living wages to Canadians so they are hiring these immigrants at minimum wage jobs. This is called capitalism where the corporate has to save as much money as possible for their shareholders. So yes immigration is a huge problem but immigrants alone are not at fault. The fault lies with the government (federal, provincial and municipal) and the corporate entities in Canada as well.
Identity Attack0.08831879
Insult0.0816321
Profanity0.018665737
Threat0.007081157
Severe Toxicity0.0032615662
Low Tox 0.16245349 Constructive 0.663 Policy_Critique
Feb 14, 2026 1 likes Canada's tighter immigration policy divides …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much is bad for the people who have paid their taxes here forever, just so one particular immigrant group can use up resources that long time generations have built. I'm not saying any particular culture, but there are too many of them. This particular culture should also be reduced because they are exploiting every mistake the government makes (from their good hearts) or loopholes to stay. Not just stay but trying to transform a country into their own. That is wrong. Most immigrants from past generations didn't come here to conquer the country. They came here to be part of a great country. Contribute to it. Make it better, not make it worse. And now here we are. How are we going to fix this? Put a very long pause on immigeation. Get rid of international students from this particular country. They have no right to stay. Stop giving licenses to unqualified people that can't read, write, speak or even understand English. It's becoming a safety issue everywhere. Again, it's not about race. It's the "too many" factor that the country can not sustain.
Identity Attack0.11512129
Insult0.061626412
Profanity0.026454043
Threat0.010913103
Severe Toxicity0.005722046
Low Tox 0.16245349 Constructive 0.677
Aug 25, 2025 Why Canadians Are Turning Against …
STOP ISSUING VISITOR VISA AND STUDENT FOR INDIAN BANGLADESH AND PAKISTAN. STUDENT VISA ASK THEM TO TRANSFER ALL THE TUTION FEES INCLUDING LUVING EXOENSE IN ADVANCE IN CANADA AND LOCK THE FUND. ALSO STUDENT SHOULD …
STOP ISSUING VISITOR VISA AND STUDENT FOR INDIAN BANGLADESH AND PAKISTAN. STUDENT VISA ASK THEM TO TRANSFER ALL THE TUTION FEES INCLUDING LUVING EXOENSE IN ADVANCE IN CANADA AND LOCK THE FUND. ALSO STUDENT SHOULD ONLY ONLY WORK IN CAMPUS. PERIOD. TRUST ME YOU WILL SEE 99 PERCENT OF THESE PROBLEM WILL GO AWAY. CANADIANS WILL GET JOB. THINGS WILL BE NORMAL.
Identity Attack0.1444726
Insult0.04442204
Profanity0.015318131
Threat0.0078449575
Severe Toxicity0.0052261353
Low Tox 0.16158698 Moderate Con 0.413
Sep 28, 2025 IRCC Names India in Study …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such as canada it is more easy to have a good living with less efforts and less education. Therefore they prefer moving out of country than working hard in there own country. And in the case of Brampton they saw an opportunity and demand for businesses and workforce so they grabbed there opportunity. Because at that time there was not much going on in Brampton when indians started immigrating . So you can say indians are the reason Brampton has grown gradually. But i do think now it is too crowded and people haven't stopped coming. Now there are no requirements as such. So that is why more useless indians are moving in canada nowadays.
Identity Attack0.17226285
Insult0.061101943
Profanity0.018802373
Threat0.006977591
Severe Toxicity0.004119873
Low Tox 0.16158698 Constructive 0.663 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian students go to Western countries but never attend school. Start cash job and apply for PR.
Indian students go to Western countries but never attend school. Start cash job and apply for PR.
Identity Attack0.18468912
Insult0.038566336
Profanity0.015523086
Threat0.0065568537
Severe Toxicity0.003490448
Low Tox 0.16158698 Low Con 0.266 Unverified_Claim
Oct 3, 2025 1 likes IRCC Names India in Study …
Capitalist abuse of educational system as had been happening in uk for years.. its a viscuous cycle fuelled by government under funding. buy your way into a country with a fake course . Meanwhile native …
Capitalist abuse of educational system as had been happening in uk for years.. its a viscuous cycle fuelled by government under funding. buy your way into a country with a fake course . Meanwhile native youth can't afford to pay for a degree or end up in debt. Then the country complains there are no graduates to fill jobs so they say they have to IMPORT THE LABOUR. Eduction should be a service not a capitalist business! The whole world has been sold off and run by big businesses. Billionaires run the world. Its not democracy. Its capitalism gone mad. Makes need jobs. Where is the upper sustainable limit
Identity Attack0.033011556
Insult0.07491849
Profanity0.026863953
Threat0.007922632
Severe Toxicity0.0037574768
Low Tox 0.16158698 Moderate Con 0.456
Oct 2, 2025 IRCC Names India in Study …
Gooood job liberals❤❤❤❤ more more indians coming❤❤❤ its already Indianada
Gooood job liberals❤❤❤❤ more more indians coming❤❤❤ its already Indianada
Identity Attack0.15303208
Insult0.034011267
Profanity0.030890211
Threat0.011353259
Severe Toxicity0.007896423
Low Tox 0.16098402 Low Con 0.223
Sep 29, 2025 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.