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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: "If you have a problem …" 969 comments · Page 18 of 39
Literally a silenced .22 would solve this problem is 6 weeks
Literally a silenced .22 would solve this problem is 6 weeks
Identity Attack0.01274247
Insult0.023221988
Profanity0.05393682
Threat0.34804323
Severe Toxicity0.023076924
Low Tox 0.27236435 Low Con 0.199 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
Identity Attack0.27914262
Insult0.0838533
Profanity0.018597418
Threat0.029933142
Severe Toxicity0.009994507
Low Tox 0.27236435 Low Con 0.25 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Lmfao all the people saying they’re not that bad are the problems. We don’t want or need them and they’re far from their best.
Lmfao all the people saying they’re not that bad are the problems. We don’t want or need them and they’re far from their best.
Identity Attack0.04177703
Insult0.08434689
Profanity0.17864552
Threat0.011120236
Severe Toxicity0.012054443
Low Tox 0.27047762 Low Con 0.235 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should …
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should condemn other areas as well that are majority of immigrants. Vaughn area is filled with Chinese people no one makes a fuss about it. They ain't speaking english, they aint serving American junk food everywhere, yet Indians are a problem. The community has vices, but justifying xenophobia with that is awful. European descendant people came here and took over native Canadians. Can't think how it must've felt for them. That was unarguably way worse than the current immigration system. My point being its a problem against a specific community is not really being uncomfortable for the sake of the country but purely out of spite and racism. I can see the concerns but not when they stereotype every Indian.
Identity Attack0.28622448
Insult0.16868424
Profanity0.054938845
Threat0.007870848
Severe Toxicity0.007896423
Low Tox 0.26859093 Constructive 0.862
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
real cockroach problem in Brampton
real cockroach problem in Brampton
Identity Attack0.061130337
Insult0.1505596
Profanity0.196476
Threat0.009100696
Severe Toxicity0.0126394415
Low Tox 0.26859093 Low Con 0.164 Fear_Threat
Sep 21, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
The immigrants are the ones responsible for the cost of living going because there government is giving them more then our government can give us to live off of and they can afford the higher …
The immigrants are the ones responsible for the cost of living going because there government is giving them more then our government can give us to live off of and they can afford the higher cost of living. They come from problems from their home countries and come here to treat us how they treat each other in their home countries
Identity Attack0.32184324
Insult0.0818789
Profanity0.020920247
Threat0.0072365063
Severe Toxicity0.008621216
Low Tox 0.2667042 Moderate Con 0.473
Sep 24, 2025 Why Canadians Are Turning Against …
You know what too...If Canadians was too go to India I wouldn't be able to bring my Canadian/Caribbean Culture there..I look at it like this his your moving to another Country I'm gonna adapt to …
You know what too...If Canadians was too go to India I wouldn't be able to bring my Canadian/Caribbean Culture there..I look at it like this his your moving to another Country I'm gonna adapt to The Culture and Lifestyle..Im not gonna bring my Old Ways that I wanted to leave to a New Country and Life...I feel like its not Canadians being Racist it's that they came here and The Government and Businesses are Catering to them From Adding Specific Food Items to cater to them most Jobs are by passing others to hire them...And on top of that Canadians are dealing with Food Cost being High still and Working a Job and still not making else to live a decent Life...Seems like most people are Working to Survive and Pay Bill and don't even have enough to atlest go out and have a peace of mind and have a Social Life...There brought in all these Immigrants to The Country while The Country was basically under a Recession...And this Problem is not getting Fixed now and it seems like it's getting worst..To the point I feel like a Civil War could even break out I this don't get Fixed somehow and someway... Purple Gorillaz Was Here. Peace.
Identity Attack0.28034934
Insult0.14150882
Profanity0.03339528
Threat0.0074306927
Severe Toxicity0.009689331
Low Tox 0.2648175 Constructive 0.74 Personal_Narrative
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
They are problem for all Canadians ask them leave
They are problem for all Canadians ask them leave
Identity Attack0.2795294
Insult0.10294484
Profanity0.01982715
Threat0.011327368
Severe Toxicity0.007209778
Low Tox 0.2648175 Low Con 0.236 Fear_Threat
Feb 28, 2026 Inside Canada's Indian Invasion...
Too much government. The bigger the government gets the more problems and courupt it becomes.
Too much government. The bigger the government gets the more problems and courupt it becomes.
Identity Attack0.015857628
Insult0.24928534
Profanity0.01941724
Threat0.008013252
Severe Toxicity0.002937317
Low Tox 0.26293078 Low Con 0.108 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to have many discussions about these issues and was shocked by the generally vapid responses I'd get. Much more to say, but the main point is that Canadians have destroyed their own country's quality of life and from what I can see, Canada is not worthy of respect as a nation. I take ZERO pleasure in saying this. However, the country should have provided the United States with a up close example of what a well run social democratic nation looks like. Instead, Canada is a joke to the far right and in fact fuels the far right in the US. Now with the global south amassing on the US's northern border (visit Halifax, NS if you have any questions about this), I view Canada as a threat to the USA - which is a nation with more than enough problems. A note to immigrants reading this: I respect many of you individually, and I do not in the least mind having you in my community. You as an individual are not the problem per se. The problem is that policy makers are simply using migrants to increase Canada's population to 100M by end of century. Google "Canadian House of Commons Century Initiative" to see how Canadian lawmakers voted in support of this policy. Best, Patrick Moan goodhumanhabitat.org
Identity Attack0.28034934
Insult0.16053712
Profanity0.021808386
Threat0.010421164
Severe Toxicity0.008583069
Low Tox 0.26293078 Constructive 0.759 Policy_Critique
Dec 16, 2025 1 likes Why Canadians Are Turning Against …
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage …
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage people. If this scenario is reversed Indians would be complaining like canadians do. So the problem is not one way, just becos reducing immigrants does not solve the issue. people have to see things past nationality or physical identity into the statistics. even though canada has professionals of their own there are people who work with dedication and who work without interest, or recent generation being attracted to digital life instead of understanding that college degrees in mainstream subjects are what earns them job and also they have to show dedication and hardwork along with smart work, comply by the work place rules and so on... this goes to all invariable of who they are. all these started changing and now people instead of trying to correct these small changes that lead to these large issues of cost of living and low wages, have now started to pit against live people and their race, nationality or culture. There are good and bad people eveyrwhere, people cant justify the actions of drug addicts roaming the streets and that has increased a lot now, people acting violently against others just becos they dont have what the other has, and so on. but instead of addressing the high amount of actions that are happening around our own country, it has become easy to put blame on each other. I am not justfying the actions of these bad indians who has done these stuff. but we have to see the other side of it before making this a International Issue. Yes, few Indians are bad but not the entire community. Canada has its own needs that needs a lot of hands and support. So, only if we change our perspective beyond the emotional BS we exhibit, we can address the real issue with real solutions. BTW becoz of these things private companies are the one profitting not the Govt.
Identity Attack0.2839175
Insult0.15982662
Profanity0.023584666
Threat0.0084793
Severe Toxicity0.0075531006
Low Tox 0.26293078 Constructive 0.768
Aug 25, 2025 Why Canadians Are Turning Against …
When they go home for a vacation that we pay for there is a Big problem criminal make a claim after they get charged That is insane
When they go home for a vacation that we pay for there is a Big problem criminal make a claim after they get charged That is insane
Identity Attack0.008509507
Insult0.24928534
Profanity0.04216301
Threat0.008453408
Severe Toxicity0.0036621094
Low Tox 0.26293078 Low Con 0.196 Fear_Threat
Feb 24, 2026 4 likes 'We do know that there's …
Canada will never face any problem from Hindus because Indian Hindus who always live within the country will never betray the country. Those people do not take even a single penny of wrong help from …
Canada will never face any problem from Hindus because Indian Hindus who always live within the country will never betray the country. Those people do not take even a single penny of wrong help from the Canadian government.
Identity Attack0.32768643
Insult0.08558089
Profanity0.019895468
Threat0.007081157
Severe Toxicity0.006980896
Low Tox 0.26293078 Moderate Con 0.435
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The problem is the inclusive nature of western countries, you go to Muslim countries like Saudi or UAE they is no exception for Hindus or Christian’s all have to abide by the Muslims ways you …
The problem is the inclusive nature of western countries, you go to Muslim countries like Saudi or UAE they is no exception for Hindus or Christian’s all have to abide by the Muslims ways you can’t walk around Riyadh in a mini skirt , you go to India in the majority Hindu states like Haryana no beef is eaten they is no exceptions yet in Canada , Uk and Us they include these religions they allow them to implement thier religious laws in thier communities which good for them but not for the people the found there , which creates tension as laws and beliefs clash Canada, uk , us need to establish that they Christian nations and not be so inclusive only give them thier spaces to worship thier god or gods but they should never impose thier laws on the general public, and they need to make it a necessity for all immigrants to learn about the countries culture, language and laws and make it clear they have to abide by these laws
Identity Attack0.33675182
Insult0.1087965
Profanity0.03715288
Threat0.008893564
Severe Toxicity0.009841919
Low Tox 0.26104406 Constructive 0.589
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed to export their overpopulation problem 40 years ago both the chinese & indians sired 25 million babies. Last year, in China, under 8 million, in India, still 25 million. if the chinese can control their breeding, why cant indians. What an earth are we supposed to do with another quarter billion indians every 10 years?!
Identity Attack0.2816105
Insult0.09416737
Profanity0.07047026
Threat0.010809537
Severe Toxicity0.01121521
Low Tox 0.26104406 Moderate Con 0.444 Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
You are right! Most immigrants who comes to Canada with the intension of changing the culture, religion, and tradition are the one causing all this problems. They monopolize the job market because they create network …
You are right! Most immigrants who comes to Canada with the intension of changing the culture, religion, and tradition are the one causing all this problems. They monopolize the job market because they create network between their own community. Because of this, the job opportunities are limited for this communities. As for the religious immigrants, they have to stay in their country if they need a muslim nation, because nobody wants it here. This is the weakness of the Government of Canda. The Government must do something to solve this problem and deport this kind of immigrants.
Identity Attack0.32476485
Insult0.08558089
Profanity0.017709278
Threat0.007327127
Severe Toxicity0.00667572
Low Tox 0.26104406 Constructive 0.653
Aug 27, 2025 Why Canadians Are Turning Against …
It’s you too part of the problem. They Canadian Colleges are involved in scam too. They gave 30 to 50 % commission to agents to bring those students . Everyone is involved in the scam.
It’s you too part of the problem. They Canadian Colleges are involved in scam too. They gave 30 to 50 % commission to agents to bring those students . Everyone is involved in the scam.
Identity Attack0.068465814
Insult0.2435641
Profanity0.022354934
Threat0.0071717775
Severe Toxicity0.004272461
Low Tox 0.25915736 Low Con 0.275
Sep 28, 2025 28 likes IRCC Names India in Study …
Bro please come to Australia and do the same thing. Same problem, just as bad. Our new hate speech laws won't apply to you King 🙏🙏
Bro please come to Australia and do the same thing. Same problem, just as bad. Our new hate speech laws won't apply to you King 🙏🙏
Identity Attack0.10221587
Insult0.089778624
Profanity0.027410502
Threat0.013476364
Severe Toxicity0.007247925
Low Tox 0.25727063 Moderate Con 0.448
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I feel like a foreigner in Toronto for sure, especially my area. The Indian population skyrocketed when Trudeau decided to solve one problem by creating another (I'm being polite here). Good riddance to him, but …
I feel like a foreigner in Toronto for sure, especially my area. The Indian population skyrocketed when Trudeau decided to solve one problem by creating another (I'm being polite here). Good riddance to him, but the problems remains, bringing with it cockroaches and bedbugs (the latter of which was not a problem until their arrival.. just sayin'...). Fortunately for me I can afford to live in a more affluent area, but I see what is happening. Every.. and I mean EVERY service here... is now run by Indians. I'm not a racist.. but I AM a classist (and saying what we are all thinking), and the class that came over in droves the last 10 years are turning this place into the slum they came from.
Identity Attack0.22783615
Insult0.16868424
Profanity0.0741757
Threat0.009851551
Severe Toxicity0.009994507
Low Tox 0.2553839 Constructive 0.762 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Liberals government are the problem 🙄
Liberals government are the problem 🙄
Identity Attack0.16801116
Insult0.16551061
Profanity0.031641733
Threat0.008000307
Severe Toxicity0.004634857
Low Tox 0.2553839 Low Con 0.215 Policy_Critique
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it …
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it would take a while. They will need time and patience. Likely their children will be more assimilated if they were young or born there. A lot of immigrants who are white in your country and your history likely took time for them to assimilate. But their children were likely already assimilated. Also, don’t blame the immigrants for the actions of your government. And yes, your country is changing and it happens all the time when you are nation founded by immigrants. For some of you who think the system isn’t working I get that. But for those who find it a problem when they are not white, just say it.
Identity Attack0.28883415
Insult0.083112895
Profanity0.06195303
Threat0.009799767
Severe Toxicity0.008850098
Low Tox 0.2553839 Constructive 0.732 Moral_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our …
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our tax payer money and everything australia is being taken over by immigrants
Identity Attack0.2803029
Insult0.077136256
Profanity0.02023706
Threat0.0086087575
Severe Toxicity0.006980896
Low Tox 0.2553839 Moderate Con 0.42
Jan 27, 2026 Inside Canada's Indian Invasion...
At the end, why are you asking "why?" You have super delicious food, you have a growing economy feeding the national GDP, you have super nice people. Also, if immigrants don't "integrate" then you get …
At the end, why are you asking "why?" You have super delicious food, you have a growing economy feeding the national GDP, you have super nice people. Also, if immigrants don't "integrate" then you get to enjoy a diversity of culture instead of it being white washed down to hamburgers and soggy, bland fries. Seriously, I don't understand any of the xenophobia in the comments- or the video here! Some of y'all sound like the MAGA that we have such a problem with here in the USA.
Identity Attack0.28034934
Insult0.0838533
Profanity0.026180768
Threat0.0073918556
Severe Toxicity0.006942749
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is the kind of immigrants the government lets in. Why only people from India?
The problem is the kind of immigrants the government lets in. Why only people from India?
Identity Attack0.3043136
Insult0.06722072
Profanity0.026727317
Threat0.007793174
Severe Toxicity0.007133484
Low Tox 0.25462922 Low Con 0.196 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Canadian educational institution created this problem cheating Indian student by taking their money and bring them in Canada. I say refund these Indian students with interest and return them bank to India. Problem solved.
Canadian educational institution created this problem cheating Indian student by taking their money and bring them in Canada. I say refund these Indian students with interest and return them bank to India. Problem solved.
Identity Attack0.2839175
Insult0.0813853
Profanity0.018529098
Threat0.00948907
Severe Toxicity0.0063323975
Low Tox 0.25462922 Moderate Con 0.403
Sep 28, 2025 10 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.