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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 has to be someone …" 349 comments · Page 9 of 14
is someone going to tell the guy at 15:00 that Hinduism has more then 1 god.....
is someone going to tell the guy at 15:00 that Hinduism has more then 1 god.....
Identity Attack0.22631748
Insult0.039444692
Profanity0.024541125
Threat0.009307829
Severe Toxicity0.005874634
Low Tox 0.19599396 Low Con 0.246
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
In our face..... wow and this is how we all get talked at by them... who chose to help them... not me... I am afraid from being attacked by someone who looks just like that …
In our face..... wow and this is how we all get talked at by them... who chose to help them... not me... I am afraid from being attacked by someone who looks just like that man and being told im hateful.... even tho I almost got pulled into someone's car....
Identity Attack0.011987305
Insult0.06442356
Profanity0.030890211
Threat0.04363242
Severe Toxicity0.0049591064
Low Tox 0.1893425 Constructive 0.592 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people will gladly intergrade, but Canadian borns won't welcome it. Walk with me- I'll use food for an example. Every other grocery store is middle eastern/asian/african in Brampton and its becomes harder finding more western style food. I love international food, I cook it often but if you're used to burgers and pizza and only know how to make spaghetti it feels like a 'take over' These people want what they want and even though all these places are free for you to also enjoy they don't like it cause it's too 'foreign' to them. It doesn't mean there isnt still a No Frills or a Walmart or Metro, but because the african and halal store are closer and more frequent it seems like more of a convenience to others and not to you. When people say we're multi-cultural, they mean 'yeah he's brown or black but he keeps it to himself' They aren't going to go to that Sikh temple giving free food, and only go to the church at the beginning even though they're welcome to both. It's the same for Diwali and other things, white people dont care to be interested in those things, and just wonder why they get to have it at all. I do agree with that indian lady at the beginning though, with lax immigration you come in feeling like you don't need to do anything to assimilate. They're doing themselves a disservice by only helping themselves. I hate stereotypes being perpetuated onto people but like that Pakistani guy said too, you live in a bubble and you don't pay attention to that. You can go days without speaking english to someone. You can't immigrate somewhere and shut out everyone already there. I get you may not feel welcome by the white people like the ones in the beginning and so you dont mess with them, and its easy not to. But there needs to be openness with helping everyone benefit from multi-culturalism and not just some of us. There are issues with immigrants not wanting to go outside their bubble and for canadians not to want to either, It'll be hard to (with the current issues we're facing as a country) to actually blend together more.
Identity Attack0.25140062
Insult0.061101943
Profanity0.02392626
Threat0.008181547
Severe Toxicity0.0060272217
Low Tox 0.1883923 Constructive 0.849
Oct 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms and hospitals. The students were Masters or Ph.D. with full scholarship. They went on to build the country but they were minorities fighting the occasional racism on the street (as the woman in the green t- shirt says). Today, as a result of Trudeau's naïveté about the level of corruption in India, there's a huge influx of relatively unqualified Indians arriving and not being able to assimilate into Canadian society because they do not have good job qualifications. They end up living in ghettos and turn to crime. We must fix that by being much more selective of Indian immigrants. As someone of the Indian diaspora, I'd also like to say that there are those Indo Canadians ("brown folks") who want nothing to do with the Brampton or Surrey ghettos. Many of us are completely secular, having no religion and share nothing with these people fighting around temples and yelling at each other in Punjabi or Hindi. We speak English and French and vote in the elections.
Identity Attack0.10221587
Insult0.089778624
Profanity0.017572641
Threat0.007197669
Severe Toxicity0.004119873
Low Tox 0.1883923 Constructive 0.806
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
9:25 when that person said ' I am proud to be Canadian', as an Indian I feel ashamed of that person. What is not there in India. Of course we can go to countries like …
9:25 when that person said ' I am proud to be Canadian', as an Indian I feel ashamed of that person. What is not there in India. Of course we can go to countries like Canada, USA to build a better professional life but not for a long time. Definitely not. It is someone else country. We don't have the right to take away their property.
Identity Attack0.17226285
Insult0.061626412
Profanity0.0166845
Threat0.007365964
Severe Toxicity0.003566742
Low Tox 0.18744208 Constructive 0.681
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said …
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said "C'mon over..." Our path forward is to purge our nation of illegal immigrants, PRs that aren't hitting the metrics, students with expired visas and of course criminals who are not Canadians. Once we've cleaned house we need to treat our country like the prize that it can be and only invite in those who fit in with our psyche and economic needs. Just because someone shows up at our border doesn't mean that they belong in Canada.
Identity Attack0.11163961
Insult0.0838533
Profanity0.02167175
Threat0.011146127
Severe Toxicity0.0062561035
Low Tox 0.18459146 Constructive 0.59 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
As a Canadian, one that lives in GTA at that. Thank you for this video! We have two first languages (French & English)..yet speaking Punjabi is now an asset. Tim Hortons & McDonald’s used to …
As a Canadian, one that lives in GTA at that. Thank you for this video! We have two first languages (French & English)..yet speaking Punjabi is now an asset. Tim Hortons & McDonald’s used to be for our youth…now they can’t get jobs. The one thing we all loved growing up is the fact that our country was so diverse/multicultural. So many people actually born here either move further or have been leaving the country because theres damn near no more Canada. I’m just glad someone finally made an actual video talking about this 🙏🏽Not everyone is a problem, it’s really the past 3-4years that have been awful
Identity Attack0.057492398
Insult0.0654725
Profanity0.25458565
Threat0.0074048014
Severe Toxicity0.008277893
Low Tox 0.18174082 Constructive 0.805 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, …
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, I can safely say you guys are losing your amazing country. My permit was not approved and you know what, I am not even mad. I see a lot of these people leeching off your government and for some reason they get preferential treatment over people like me who come to do things honestly, work, study, and adding to the country instead leeching from it. Like I said, I first came to Canada a little over 10 years ago, and I am telling you this country is changing for the worse. One thing I also noticed is how back then I always used to hear the memes of Canadians being nice and always saying "sorry". Those memes no longer exist. I know it doesn't say much, but what I am trying to say here is: The quality of the Canadian citizen is 100% decreasing.
Identity Attack0.08004672
Insult0.081508696
Profanity0.054437835
Threat0.007909686
Severe Toxicity0.0048446655
Low Tox 0.1798404 Constructive 0.756
Sep 29, 2025 10 likes IRCC Names India in Study …
We always were against immigration. Feds (Liberals) kept shoving it down our throats. Well, their other hand was stealing our wallets. Can someone tell me what is wrong by our population increasing by healthy Canadians …
We always were against immigration. Feds (Liberals) kept shoving it down our throats. Well, their other hand was stealing our wallets. Can someone tell me what is wrong by our population increasing by healthy Canadians raising healthy families?
Identity Attack0.083355546
Insult0.0806213
Profanity0.016821137
Threat0.008789998
Severe Toxicity0.0036621094
Low Tox 0.17891699 Moderate Con 0.436
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The problem with Canada, white millionaire and billionaires who only run the university and the colleges them in Canada bring lots of foreign student charge them $ 15,000 to 40,000 Canadian for one student so …
The problem with Canada, white millionaire and billionaires who only run the university and the colleges them in Canada bring lots of foreign student charge them $ 15,000 to 40,000 Canadian for one student so where is the billionaire them who running the college and the university in Canada let's find out what color they are. Someone can do that. What color are the people who you running the university and colleges in Canada?
Identity Attack0.18313584
Insult0.04852104
Profanity0.013234417
Threat0.0065244893
Severe Toxicity0.003452301
Low Tox 0.17631748 Moderate Con 0.38
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
Someone saying “it’s like home” completely fulfills the argument to remove these people. 1)clearly hasn’t assimilated, or doesn’t want to. 2) enough have conglomerated to make it so new Indians don’t have to assimilate at …
Someone saying “it’s like home” completely fulfills the argument to remove these people. 1)clearly hasn’t assimilated, or doesn’t want to. 2) enough have conglomerated to make it so new Indians don’t have to assimilate at all. 3) he refers to India as “home” implying he does not see Canada as home. It’s bigger than them just being nuisances. This is real, literal ethnic replacement in real time. Canada was 96% European in 1970 btw. NEVER forget that.
Identity Attack0.15303208
Insult0.06669625
Profanity0.016821137
Threat0.008919456
Severe Toxicity0.0051879883
Low Tox 0.17631748 Constructive 0.6 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
the government better stop this before someone come into there house like Ryan wedding hit squad
the government better stop this before someone come into there house like Ryan wedding hit squad
Identity Attack0.0075845607
Insult0.037980765
Profanity0.028776871
Threat0.13279422
Severe Toxicity0.005607605
Low Tox 0.17545098 Low Con 0.192 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I thought Canada was multicultural and now we have 11 million of indians all at one? Someone has to explain???
I thought Canada was multicultural and now we have 11 million of indians all at one? Someone has to explain???
Identity Attack0.22261032
Insult0.035553806
Profanity0.016616182
Threat0.0065180166
Severe Toxicity0.0038528442
Low Tox 0.17458448 Moderate Con 0.39
Sep 29, 2025 IRCC Names India in Study …
I work with someone Sikh. He happens to live in Brampton. So what? He's a great guy and he works hard. He's probably first generation, and he's as Canadian as anyone else I know. Everything …
I work with someone Sikh. He happens to live in Brampton. So what? He's a great guy and he works hard. He's probably first generation, and he's as Canadian as anyone else I know. Everything I'm reading here is exactly what people once said about Irish and Italians. Give everyone some time to learn what being Canadian is all about. For the record I'm white and I've lived all my life, but I don't live in Barampton. I'm also first generation in this country, but I get a pass because my parents came here from Scotland, not India. That's not fair.
Identity Attack0.16587129
Insult0.054376744
Profanity0.058946952
Threat0.008893564
Severe Toxicity0.0062561035
Low Tox 0.17111848 Constructive 0.847 Moral_Argument
Sep 20, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian.. it's totally unfair if someone goes on their country illegally with fake visa stuffs...
As an Indian.. it's totally unfair if someone goes on their country illegally with fake visa stuffs...
Identity Attack0.13805299
Insult0.04207976
Profanity0.026044132
Threat0.0068869707
Severe Toxicity0.0031089783
Low Tox 0.16765249 Constructive 0.521 Moral_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Stop extortion racket you gotta allow citizens to bear hand guns legal ones just limit the amount per household, and if someone breaks in their house at night time or threaten them or their family, …
Stop extortion racket you gotta allow citizens to bear hand guns legal ones just limit the amount per household, and if someone breaks in their house at night time or threaten them or their family, you have a right to defend yourselves without being charged for murder
Identity Attack0.0059936526
Insult0.024382202
Profanity0.018392462
Threat0.13853464
Severe Toxicity0.0060653687
Low Tox 0.16765249 Moderate Con 0.477 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
Haha, they definately have no data. How will they find them? Hhhhm someone is getting FIRED, wrong chair.
Haha, they definately have no data. How will they find them? Hhhhm someone is getting FIRED, wrong chair.
Identity Attack0.003607291
Insult0.05964688
Profanity0.02522431
Threat0.046218675
Severe Toxicity0.0037956238
Low Tox 0.16591948 Low Con 0.171
Oct 1, 2025 IRCC Names India in Study …
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 …
Please someone send them back, that’s not diversity
Please someone send them back, that’s not diversity
Identity Attack0.08749158
Insult0.033901088
Profanity0.021945024
Threat0.013424582
Severe Toxicity0.0048828125
Low Tox 0.16043124 Low Con 0.287 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
And when Québec says : no cop/judge shall wear religious signs while in uniform ? ( law 21 ) Brampton mayor calls us racist and furthur more , he will use Brampton's tax money to …
And when Québec says : no cop/judge shall wear religious signs while in uniform ? ( law 21 ) Brampton mayor calls us racist and furthur more , he will use Brampton's tax money to fight a law that is only valid in Québec ! ( can someone tell Mr Brown that Brampton is not in Québec ? )
Identity Attack0.06749674
Insult0.06984934
Profanity0.010996987
Threat0.0067898775
Severe Toxicity0.002746582
Low Tox 0.16043124 Moderate Con 0.464
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m glad I don’t know people who are against immigrants. And if they are they hide it well. There’s nothing wrong with someone wanting to make a living.
I’m glad I don’t know people who are against immigrants. And if they are they hide it well. There’s nothing wrong with someone wanting to make a living.
Identity Attack0.15731181
Insult0.034782536
Profanity0.018665737
Threat0.009463178
Severe Toxicity0.0038337708
Low Tox 0.16043124 Constructive 0.567
Aug 25, 2025 Why Canadians Are Turning Against …
Thanks to the liberals . It's the right time someone spoke about this mess.
Thanks to the liberals . It's the right time someone spoke about this mess.
Identity Attack0.021585498
Insult0.0813853
Profanity0.020646973
Threat0.007340072
Severe Toxicity0.0022125244
Low Tox 0.15987846 Moderate Con 0.354 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I like bike guy but someone tell him grape is huge and cultural in India
I like bike guy but someone tell him grape is huge and cultural in India
Identity Attack0.11280017
Insult0.04442204
Profanity0.064458095
Threat0.010576514
Severe Toxicity0.007019043
Low Tox 0.15766735 Moderate Con 0.336 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I used to be a gardener and you could tell allot about someone from there backyard. As nice most Indians are they certainly do not keep the environment they live in clean.
I used to be a gardener and you could tell allot about someone from there backyard. As nice most Indians are they certainly do not keep the environment they live in clean.
Identity Attack0.15517195
Insult0.04442204
Profanity0.029888187
Threat0.007935578
Severe Toxicity0.004711151
Low Tox 0.15545623 Constructive 0.69 Personal_Narrative
Jan 28, 2026 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.