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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: "EVERYONE THIS IS WHO YOU …" 558 comments · Page 15 of 23
To be fair Its the govt and universities that let this run rampant. The ppl coming here SHOULD assimilate but its not all on them as they are promosied bif dreams oversees. Also "indian" is …
To be fair Its the govt and universities that let this run rampant. The ppl coming here SHOULD assimilate but its not all on them as they are promosied bif dreams oversees. Also "indian" is like saying European. India has various cultures and languages and relgiions. Not everyone is the same
Identity Attack0.13591312
Insult0.04383647
Profanity0.043415543
Threat0.008065036
Severe Toxicity0.004348755
Low Tox 0.15766735 Constructive 0.674 Policy_Critique
Dec 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Please deport those involved. As a former landed immigrant turned Canadian citizen years ago, I urge the Canadian government to arrest and deport everyone involved in such behaviour. This country must remain peaceful and save …
Please deport those involved. As a former landed immigrant turned Canadian citizen years ago, I urge the Canadian government to arrest and deport everyone involved in such behaviour. This country must remain peaceful and save for everyone. When we come to Canada we must intend to help build and maintain a stable society not tear the country apart and put others at risk. It’s time to get rid of all criminal elements within the borders of Canada. Canada shouldn’t be a gangster paradise. No one has the right to come to Canada and disturbed the peace and stability we all enjoyed. Please deport all the trouble makers, drug dealers and gangs. Don’t even waste taxpayers dollars keeping those criminals in prison, when they’re caught and proven guilty, please deport immediately.
Identity Attack0.06385879
Insult0.06529768
Profanity0.015249812
Threat0.043955702
Severe Toxicity0.0043296814
Low Tox 0.15656179 Constructive 0.669 Call_To_Action
Feb 22, 2026 Canadian immigration officers investigating hundreds …
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and …
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and they aren’t able to sort things out in their own. The majority of these people aren’t highly educated and came in on student visas and you’ve got to wonder why our government allowed this. It’s made a lot of things worse for people who lived here already, including immigrants. No racism just frustration.
Identity Attack0.09824528
Insult0.06984934
Profanity0.017504321
Threat0.0075083673
Severe Toxicity0.0035858154
Low Tox 0.15545623 Constructive 0.786 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Everyone is complaining about immigration, but did someone cared to look at reason why developed countries are bringing immigrants!!
Everyone is complaining about immigration, but did someone cared to look at reason why developed countries are bringing immigrants!!
Identity Attack0.10221587
Insult0.033019636
Profanity0.017572641
Threat0.0065956907
Severe Toxicity0.0032424927
Low Tox 0.15435068 Low Con 0.24 Policy_Critique
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
This report is very biased, Canada took 100 times more immigrants, now they can not fit everyone in, so people have to leave, the government profited, blame Trudeau!!
This report is very biased, Canada took 100 times more immigrants, now they can not fit everyone in, so people have to leave, the government profited, blame Trudeau!!
Identity Attack0.058401883
Insult0.06337463
Profanity0.012073003
Threat0.007547205
Severe Toxicity0.002632141
Low Tox 0.15435068 Moderate Con 0.417 Policy_Critique
Feb 11, 2026 26 likes Canada's tighter immigration policy divides …
Lets hope the grandfather clause goes through. I'm all for restricting immigration, but lets not kick everyone out and ruin their lives.
Lets hope the grandfather clause goes through. I'm all for restricting immigration, but lets not kick everyone out and ruin their lives.
Identity Attack0.061130337
Insult0.0233509
Profanity0.019690514
Threat0.13144556
Severe Toxicity0.0048446655
Low Tox 0.15435068 Constructive 0.639 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
I hope everyone in canada is rolling over in anger from this video.
I hope everyone in canada is rolling over in anger from this video.
Identity Attack0.052490227
Insult0.028392024
Profanity0.018119188
Threat0.056563694
Severe Toxicity0.0042533875
Low Tox 0.1537979 Moderate Con 0.311 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, ZERO $$$! Then I had to apply to get Disability Canada Pension because I can't physically work anymore.. (damaged back, head injury, I have to use a cane and knee braces to walk)! I spent my savings just surviving while being forced to fight for MY money from my own government for 5 years just to get a measly $300. a month! THAT'S IT! Luckily my spouse works , we paid off our house ten years ago! But, we still barely get by! Every person I speak to about my case with the government on the phone, can barely speak English and yell at me or are VERY impatient with me, because I can't understand THEM, they usually hang up! When I ask to please speak to someone IN Canada, they hang up, then I have to wait another hour to talk to someone else! (I went to 4 government funded agencies to see if I could possibly get a job working from home, because I have trouble getting out! All sent me somewhere else! One agency who is supposed to help disabled people in WPG, REES, the agent refused to talk to me or look me in the eye, * he got a supervisor to talk to me! Because he's Muslim and I'm Gay! They were continuously hostile/aggressive towards me without reason??? I volunteer at 2 different food banks , I've met TONS of people who have never worked a day in their lives, their family, parents, grandparents have never worked... EVER! Yet they have brand new trucks??? Still go to food banks? AND, several new Canadians who I've met, have never worked a day in Canada... Some with new cars??? Yet everyone else receives 10 times what I receive to live on??? I PAID TAXES ALL OF MY LIFE! We can't afford a car! Yet... I don't blame them! I would take it they offered! I blame our government (NDP, Libs, AND CONservatives) who don't give a crap about disabled and seniors in Canada! Or if you paid taxes all of your life , into a system that's supposed to help when you need it! ALL politicians in Canada just whore out their votes! I've volunteered for almost 40 years, also holding down jobs, helping others, I've never seen so may seniors and disabled people forced to access food banks and soup kitchens than the last few years! EVER! Disabled people have to constantly prove they are disabled enough to get kitchen scraps from sociopathic politicians who are over paid and under worked! Fees go up, taxes go up, housing goes up, property taxes go up, bus fairs go up, etc.. Services go WAY down! We can afford trillion$ in corporate welfare, but not help our own? Seniors can't afford to live in their homes anymore! YOU'RE WELCOME for paying for YOUR golden pensions pig politicians, and NOT helping us when we need it! POS!
Identity Attack0.018168874
Insult0.06858205
Profanity0.040158957
Threat0.009463178
Severe Toxicity0.005302429
Low Tox 0.15324512 Constructive 0.763 Personal_Narrative
Sep 3, 2025 1 likes Why Canadians Are Turning Against …
Everyone needs to go home simple
Everyone needs to go home simple
Identity Attack0.02238941
Insult0.029383656
Profanity0.02385794
Threat0.02492592
Severe Toxicity0.0049972534
Low Tox 0.15324512 Low Con 0.29
Jan 27, 2026 Inside Canada's Indian Invasion...
Its literally India now. Diversity and cultural mosaics are meant to be that everyone comes here in equal measure. Instead, we just get India, and tbh I vastly prefer the old Canadian culture over the …
Its literally India now. Diversity and cultural mosaics are meant to be that everyone comes here in equal measure. Instead, we just get India, and tbh I vastly prefer the old Canadian culture over the new Indian culture thats being forced in
Identity Attack0.17614605
Insult0.031146556
Profanity0.020578653
Threat0.007340072
Severe Toxicity0.003376007
Low Tox 0.15269235 Constructive 0.512 Identity_Assertion
Jun 20, 2025 52 likes How Canada broke its immigration …
We cannot save everyone in the world because we are a western country. It's the 21st century and western countries have been sending billions to developing countries since the 1940's to develop their countries. This …
We cannot save everyone in the world because we are a western country. It's the 21st century and western countries have been sending billions to developing countries since the 1940's to develop their countries. This was a U.N. pact started in the 1940's. Almost 8 decades later can we not expect more from developing countries. WE NEED TO MAKE THE LEADERS OF DEVELOPING COUNTRIES MORE ACCOUNTABLE FOR THEIR OWN PEOPLE OR STOP THE FUNDING. AND THIS LADIES AND GENTLEMEN IS WHY THE U.S. HAS STOPPED FUNDING. The U.S. also stopped funding NATO because they were paying the most and many countries were regenging on their payments. We need to expect more from all countries.
Identity Attack0.029144434
Insult0.06617179
Profanity0.028640235
Threat0.008686432
Severe Toxicity0.0044059753
Low Tox 0.15213956 Constructive 0.673
Dec 23, 2025 2 likes Deportations From Canada at Their …
lol, Quality and quantity of Immigrants down in last few years. IMO, blame should go to the law and rule makers else everyone who wants a better life will try lot to make a better …
lol, Quality and quantity of Immigrants down in last few years. IMO, blame should go to the law and rule makers else everyone who wants a better life will try lot to make a better life
Identity Attack0.10221587
Insult0.033239998
Profanity0.020373698
Threat0.0077154995
Severe Toxicity0.0034713745
Low Tox 0.15213956 Moderate Con 0.361
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Bottom line is Liberal government has allowed these mess of people in Country of Canada. Why does it keep happening?. We need immigration when its needed. The laws need to be enforced for everyone.
Bottom line is Liberal government has allowed these mess of people in Country of Canada. Why does it keep happening?. We need immigration when its needed. The laws need to be enforced for everyone.
Identity Attack0.053854458
Insult0.06512285
Profanity0.015864678
Threat0.007586042
Severe Toxicity0.0029563904
Low Tox 0.15103401 Moderate Con 0.475 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Everyone is too scared to say it. But we hate it. Our Healthcare system is buckling, housing prices rising, all kinds of bad effects.
Everyone is too scared to say it. But we hate it. Our Healthcare system is buckling, housing prices rising, all kinds of bad effects.
Identity Attack0.0091384705
Insult0.046764325
Profanity0.03339528
Threat0.00780612
Severe Toxicity0.0027275085
Low Tox 0.15048122 Moderate Con 0.467 Fear_Threat
Jan 28, 2026 2,203 likes Inside Canada's Indian Invasion...
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Thank you for this report on Brampton. For context, I am a 4th generation Canadian, my ancestors immigrated here a few years prior to confederation in 1867. I have worked in the tool and die …
Thank you for this report on Brampton. For context, I am a 4th generation Canadian, my ancestors immigrated here a few years prior to confederation in 1867. I have worked in the tool and die industry for decades and many of my associates work for or manage tool and die businesses in Brampton. Everyone in Brampton knows what is changing there. When I try to explain to my friends that what is happening in Brampton is not balanced, they do not understand, they think I am a racist. I told them that my Indian friends in Brampton feel the same way I do. They look at me like a deer in the headlights. Nothing has turned me against a politician so vehemently as Justin Trudeau's management of immigration. The man had no idea how to effectively manage immigration in a way which would integrate people into a culture and society such as Canada. That certainly is not creating a microcosm of one nation in a city.
Identity Attack0.07012023
Insult0.06512285
Profanity0.022013342
Threat0.0089712385
Severe Toxicity0.003566742
Low Tox 0.14429577 Constructive 0.874
Sep 26, 2025 59 likes Inside Canada's Indian Metropolis (Brampton)
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in …
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in itself, but the mindset is inherently what we want from our newcomers, and not just importing everyone from a hyper-specific area of another country in i.e. India. This is why selective immigration that has been done for years before Trudeau did wonders for this country. Very insightful. The race doesn't matter, the diversity we value is actually lost when you only import anything and don't vet anyone at all, it then becomes simply and factually non-diverse.
Identity Attack0.10221587
Insult0.057890166
Profanity0.016411226
Threat0.007068211
Severe Toxicity0.0031852722
Low Tox 0.14256015 Constructive 0.852 Policy_Critique
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)
It is important to enforce integrity because ability defraud sends out wrong message. This is how the whole country goes down and eventually everyone is affected. I feel for Canadian students who work so hard …
It is important to enforce integrity because ability defraud sends out wrong message. This is how the whole country goes down and eventually everyone is affected. I feel for Canadian students who work so hard to maintain the standards, only to be destroyed due to lack of enforcement against fraudsters. Fight...fight.
Identity Attack0.014249804
Insult0.07555214
Profanity0.013883443
Threat0.013010317
Severe Toxicity0.0023078918
Low Tox 0.14082454 Constructive 0.705 Policy_Critique
Sep 30, 2025 1 likes IRCC Names India in Study …
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of …
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of the person who just arrived and feel how much they are suffering to start a new life, find a new place, find furniture, change career and look for a new job, get the cultural shock and cold weather shock and learn how to survive the cold winter and learn a new language, and make new contacts, new friends and new families maybe… too much to handle while you are not giving a fuck about all his struggles but pushing him to change his culture automatically like if it’s magic and at the same time he is not aware why on earth is everyone against his religion or accent or way of thinking and your rejections towards them by showing clearly your attack towards them here online without shame! Those people who are escaping from wars or genocides or poverty to find a better opportunity to be able to feed their families abroad, you have no consideration for what brought them here or what they had endured and you want to let them endure more above their struggle to survive all the inconvenience in a capitalist frozen country! Please try to be nice to each other and teach one another how to live respecting one another boundaries and culture! a country with many nationalities is multicultural and multiculturalisme can’t exist with racism and discrimination. Keep the multiculturalism with the nice picture it holds which keep the country warm and colourful. Live in peace and love❤
Identity Attack0.09410924
Insult0.06285016
Profanity0.017845914
Threat0.007417747
Severe Toxicity0.0037002563
Low Tox 0.13214645 Constructive 0.735
Sep 17, 2025 1 likes Why Canadians Are Turning Against …
I know everyone says "why dont you move back to India, instead of making this place like India?" Truth is, people want to replicate their home countries and cultures, MINUS the things that made them …
I know everyone says "why dont you move back to India, instead of making this place like India?" Truth is, people want to replicate their home countries and cultures, MINUS the things that made them leave. Political corruption, poor living conditions and struggling economy. Its like a revised version. Considering they dont make huge political changes, I dont see a problem with that tbh
Identity Attack0.10221587
Insult0.03489272
Profanity0.04065997
Threat0.008712323
Severe Toxicity0.0044822693
Low Tox 0.13041082 Constructive 0.665 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Let’s take it one lie at a time. First the video opens saying over 850k inhabitants, within a minute or two all of a sudden the population is now 750k. Meanwhile the actual population is …
Let’s take it one lie at a time. First the video opens saying over 850k inhabitants, within a minute or two all of a sudden the population is now 750k. Meanwhile the actual population is 650k. Brampton has not been a city of 18k or 28 k as many for at least 60 years. In 1980 the population of Brampton was over 200k, so very far above the supposed 28k. Slightly over 150k are from India or of Indian ancestry, so not a majority. A little under a third of Brampton inhabitants are immigrants. Again not a majority. Homeless shelters are usually found in churches, especially ones with homeless centers in them like the one visited by the video crew. 4 bigots in the streets is what was interviewed to present a bigoted view of a city. Everyone of then deserve a serious beating. Asshole content creators. Reported.
Identity Attack0.051808115
Insult0.059061307
Profanity0.023789622
Threat0.007922632
Severe Toxicity0.0033569336
Low Tox 0.1269396 Moderate Con 0.466 Policy_Critique
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work …
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work or not. You should try talking to others who are born canadians as everyone knows people can't live without work and indians work too making the community to grow and expand and more rich, so better go in everyone's shoes before saying anything about them.
Identity Attack0.10221587
Insult0.036325075
Profanity0.012243799
Threat0.006440342
Severe Toxicity0.0022411346
Low Tox 0.12520397 Constructive 0.668
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Please everyone report sidhu to HSI.
Please everyone report sidhu to HSI.
Identity Attack0.027413858
Insult0.07365121
Profanity0.039657943
Threat0.044278983
Severe Toxicity0.007095337
Low Tox 0.123468354 Low Con 0.292 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
See the issue with multi culturalism is that “like people” tend to stick with “like people”. It’s human nature… for instance, when I go to school or the break room- I sit with my friends. …
See the issue with multi culturalism is that “like people” tend to stick with “like people”. It’s human nature… for instance, when I go to school or the break room- I sit with my friends. I interact with, socialize outside of the current setting - because that’s where we are comfortable. Everyone in life chooses to be comfortable, as it’s better. When we mass immigrate (especially from one country) we can’t be surprised that this happens. Of course Indian people do business, socialize, real estate, etc… with other Indian people. It’s what they are comfortable with. I think mass immigration is an awful idea and a culture that doesn’t encourage assimilation and chooses multi culturalism will find that it’ll no longer be multicultural- as the new dominate culture in Canada will be Punjabi.
Identity Attack0.104676254
Insult0.034341812
Profanity0.028776871
Threat0.00746953
Severe Toxicity0.0037765503
Low Tox 0.12260055 Constructive 0.695 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Without Jesus Christ, bringing in millions of people who worship evil will bring anyplace down. Thankfully the Holy Spirit dwells in temple's of flesh and not building's. I would be worried about this around me. …
Without Jesus Christ, bringing in millions of people who worship evil will bring anyplace down. Thankfully the Holy Spirit dwells in temple's of flesh and not building's. I would be worried about this around me. G_d bless everyone.
Identity Attack0.068465814
Insult0.030926194
Profanity0.019553876
Threat0.008362788
Severe Toxicity0.0033569336
Low Tox 0.12260055 Constructive 0.609
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)

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.