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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: "That's business. This is not …" 407 comments · Page 9 of 17
My town of 50K is going through this now. Any business you do will 80-90% be with people from India. They are buying businesses. No more jobs or housing, no integration, health care suffering and …
My town of 50K is going through this now. Any business you do will 80-90% be with people from India. They are buying businesses. No more jobs or housing, no integration, health care suffering and they don't put their money into this country.
Identity Attack0.28622448
Insult0.06687108
Profanity0.022149978
Threat0.0086087575
Severe Toxicity0.008583069
Low Tox 0.24924077 Constructive 0.603
Oct 6, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
That number is not nearly enough! All immigration into this country should be put on hold. And all those who are hostile to the Canadian way of life must leave as well. They have no …
That number is not nearly enough! All immigration into this country should be put on hold. And all those who are hostile to the Canadian way of life must leave as well. They have no business fleecing the Canadian taxpayers. And let's not forget those who started this whole scam in the first place.....
Identity Attack0.14019285
Insult0.1505596
Profanity0.017572641
Threat0.012751401
Severe Toxicity0.005455017
Low Tox 0.24603334 Moderate Con 0.325
Dec 30, 2025 Deportations From Canada at Their …
Worst things is that quite a bit of them smell like BO, and they nepo-hire each other in every business.
Worst things is that quite a bit of them smell like BO, and they nepo-hire each other in every business.
Identity Attack0.020982565
Insult0.18355975
Profanity0.03189224
Threat0.006861079
Severe Toxicity0.0038909912
Low Tox 0.24603334 Low Con 0.286 Unverified_Claim
Mar 3, 2026 Inside Canada's Indian Invasion...
They are stereotyped often, not all Indians are bad and dirty thats often what people think with everything. They are a grinding working culture tbh not all, but the majority of them is serious when …
They are stereotyped often, not all Indians are bad and dirty thats often what people think with everything. They are a grinding working culture tbh not all, but the majority of them is serious when it comes to business.
Identity Attack0.27778897
Insult0.12702756
Profanity0.15371579
Threat0.008349842
Severe Toxicity0.008926392
Low Tox 0.24442963 Constructive 0.624 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Carney is busy globe trotting solving other country problems. He is tone deaf and thick skinned to Canadians.
Carney is busy globe trotting solving other country problems. He is tone deaf and thick skinned to Canadians.
Identity Attack0.055673428
Insult0.1935001
Profanity0.01893901
Threat0.0073789097
Severe Toxicity0.0045394897
Low Tox 0.24282593 Low Con 0.209
Nov 28, 2025 Thousands of refugees allowed into …
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for …
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for her grandparents at their house gardening. Every single....no exaggeration...Tim Hortons, fast food place, Walmart....every single business in my town has 95% East Indians who don't even speak English. We can't find a doctor or housing. Our beaches and green spaces are getting dumped on continually by people that don't respect our country. Omg I could go on but why bother....the government doesn't listen.🙄
Identity Attack0.22707681
Insult0.11978693
Profanity0.036401358
Threat0.009023022
Severe Toxicity0.0090408325
Low Tox 0.2412222 Constructive 0.672
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are …
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are not dependent on the taxes paid by the original residents of those countries. Plain, simple and honest. Now, if you are allowing every tom, dick and harry from any country to live in your country, then the chances would be high that, unproductive/criminals of the other country to start to get citizenship. Please DO NOT blame entire India for changing the demographic landscape of Canada, or any other developed country. Please make extremely tough laws, like in USA, to sift out the unwanted people. India is dirty, everyone knows. Indians are corrupt, everyone knows. So, please allow ONLY young Indians who are smart/hardworking enough, who can win a Nobel prize/Olympic Medal/set up businesses, for Canada, to take the citizenship of Canada.Take example of Dubai. Lawmakers of Dubai are intelligent/honest. Please......
Identity Attack0.18313584
Insult0.1342682
Profanity0.1413768
Threat0.011974656
Severe Toxicity0.012207031
Low Tox 0.23667802 Constructive 0.692 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service I contact it's just * people now. When I went to college everyone was from there. This was a regular local college that Canadian kids aspire to go to. They made up 90% of the classmates, they never showed up to class, they refused to participate in team projects, nobody failed. They did so poorly but the school charges 3x. My final year they cancelled final exams because they decided too many international students would fail. They are from the same country but they have different religions and from different cities that hate each other so they would refuse to communicate with each other. Imagine you meet someone from another province and you hate them and aren't afraid to crashout in public over it. My next door neighbors there is so many people living in the house that they live there on a schedule one group in and one group out. You would think they would be going to work NO they literally hang out all day long like a bad 90s comedy movie. In the last 10 years all of the house in my town skyrocketed in price. The people around me all bought around 2010 - 2015 for $150k - $260k and sold for around $1m 2023 - 2026. Average house price in my town has stayed at 3x what it was 10 - 15 years ago. They don't rake their leaves, they don't clean up their trash, they don't clear their snow from their driveways. Both my parents are immigrants, they came here poor had to work, had to respect the country and its laws and culture because that's what allowed Canada to be successful so they could come here. All I hear about or see now is immigrants from the one country? When I was a kid I grew up with every nationality where did everybody go?
Identity Attack0.036105253
Insult0.089778624
Profanity0.094542764
Threat0.008505191
Severe Toxicity0.00831604
Low Tox 0.23415339 Constructive 0.684 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
taking business calls he said LUL
taking business calls he said LUL
Identity Attack0.0048097214
Insult0.06599696
Profanity0.38413823
Threat0.0062849927
Severe Toxicity0.023411209
Low Tox 0.23343207 Low Con 0.292 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
As First Nations is Indian they are claiming Canada 🇨🇦 is belong to them and they will take it back The terrible part is any business they run except their own kind they never hire …
As First Nations is Indian they are claiming Canada 🇨🇦 is belong to them and they will take it back The terrible part is any business they run except their own kind they never hire other Canadians
Identity Attack0.2463217
Insult0.07808672
Profanity0.015932998
Threat0.0070034824
Severe Toxicity0.0052261353
Low Tox 0.23198941 Moderate Con 0.368
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
What am I meant to take away from this video ? You want to the most Indian majority city in the entire country and filmed a bunch of people minding their own business.
What am I meant to take away from this video ? You want to the most Indian majority city in the entire country and filmed a bunch of people minding their own business.
Identity Attack0.12208464
Insult0.061976057
Profanity0.06546012
Threat0.013476364
Severe Toxicity0.007133484
Low Tox 0.23090743 Low Con 0.3 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see student housing being built and the rent is cheap! My rent has gone up twice in 2 years. Nothing is available under 1300 unless you rent a room. Nobody can change my traditions because they are mine and dont affect anyone. Groceries are unreal. I dont have a car anymore. I dont have children or a partner. Social time or entertainment is this. Youtube and my 2 dogs one of which now needs a leg amputation as she has cancer in her paw. I have a gofundme but its slow. But i see other pet owners that have them and because they use their pet as their unpaid actor they have made the money needed in days. Im just offering paperwork,proof,photos,making beaded collars,to try and make more. Im trying to open my own business doing nails. But callbacks from offices are not happening. My mental health has suffered since I was 18. I am gen x. Being a minority doesnt mean i get whatever i want either.
Identity Attack0.18235919
Insult0.082866095
Profanity0.052934792
Threat0.0077802283
Severe Toxicity0.0065231323
Low Tox 0.23090743 Constructive 0.813
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country to be a doctor and I wanna leave my country (because no opportunities ) and move to a better and a safer country where I’m respected as a woman , which my country fails to . Now , I have to give a lot of exams and fill up a lot of visa requirements to be in any better country and I’m absolutely fine with it . But I’m not fine with the fact that countries like Canada , Australia , uk etc are immigrating people from India who are not educated , don’t wanna assimilate, with very eased up visa requirements, easy pr facilities because these countries want cheap labor and when these bottom of barrel uneducated folks move to another country they do shady businesses , start making huge communities of similar people having similar views and this leads to chaos and a backlash , racism on a particular ethnicity, stereotypes and so and so . I’m not saying my people aren’t flawed , they are but why the government is so easy in immigrating uneducated uncouth people from 3rd world countries where even these people wouldn’t be hired in some great companies or give anything great to build a valuable society , why people who are talented and literally would assimilate, has respect , is educated literally would bring a change for better is sidelined or toughened up their immigration process ? I might come off as very rude and jealous by my comment and actually im kinda jealous but I really wanna know and I observed this pattern a lot . All educated people wanting to move out are struggling while these kinda are just migrating so so easily and most even have permanent residencies WHAT ???
Identity Attack0.17614605
Insult0.076185785
Profanity0.13256322
Threat0.013579931
Severe Toxicity0.012283325
Low Tox 0.22980402 Constructive 0.778 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
compared to the gods chosen people, indians are way more chill and trying to mind their own business. they arent being malicious and theyre straightforward
compared to the gods chosen people, indians are way more chill and trying to mind their own business. they arent being malicious and theyre straightforward
Identity Attack0.25986546
Insult0.0777699
Profanity0.06495911
Threat0.008026198
Severe Toxicity0.0074386597
Low Tox 0.22712809 Low Con 0.297 Comparative_Framing
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
These smugglers promote their business openly on social media exposing their clients and themselves, still no actions are taken against them so far.
These smugglers promote their business openly on social media exposing their clients and themselves, still no actions are taken against them so far.
Identity Attack0.019274252
Insult0.1662211
Profanity0.023311393
Threat0.010265815
Severe Toxicity0.0041389465
Low Tox 0.22712809 Low Con 0.293 Policy_Critique
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
They have spread throughout All the Provinces of Canada!!! I live in N.B and half the businesses here are Indian(India) owned now . Over the past 12-14yrs, the amount of people from Foreign countries around …
They have spread throughout All the Provinces of Canada!!! I live in N.B and half the businesses here are Indian(India) owned now . Over the past 12-14yrs, the amount of people from Foreign countries around this county and just a cpl more surrounding us has went up 20 fold! ALOT of Indian(Computer Indian, Not the Indians that have Always been here and should rightfully own it) owned companies around here now. No apartments to rent around here anymore, and the ones you find have the rent jacked up to crazy amounts! I get along with all the ones I know. Nice , hard working people. My Dr. Is from India now too!
Identity Attack0.24293575
Insult0.0811385
Profanity0.029186781
Threat0.008116818
Severe Toxicity0.008010864
Low Tox 0.22579013 Constructive 0.761 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I've had both good and bad experiences with Indians, I worked with one guy at the local supermarket, he literally had the entire department hating on him, he was disrespectful, constantly tried to avoid doing …
I've had both good and bad experiences with Indians, I worked with one guy at the local supermarket, he literally had the entire department hating on him, he was disrespectful, constantly tried to avoid doing his job, the rest of my department had to rally together to tell management to get rid of him, on the other hand, I've also worked with Indians that were the complete opposite, very respectful, kind and hard working. One guy lived in one city, went to school (College/University) in another and worked in my small city, it blew my mind at how busy his life was. They're not all bad but it does feel a little odd to see so many in BC
Identity Attack0.23922618
Insult0.082372494
Profanity0.14490221
Threat0.029587816
Severe Toxicity0.012574885
Low Tox 0.22445217 Constructive 0.859 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
there is no indian homeless in that sheltor because we come to this country legally, pay 3 times the tuition to colelges, work part time minimum wage with restricted hours, then we spend in your …
there is no indian homeless in that sheltor because we come to this country legally, pay 3 times the tuition to colelges, work part time minimum wage with restricted hours, then we spend in your economy so we provide the labour and also do consumtion and then we pay taxes, and then we use our smart genes to set up businesses and get good jobs or if not then work 2-3 jobs just to earn our living. What do you guys do? Use the moeny bring into the economy to pay for pentions, and support your unemployment?
Identity Attack0.1444726
Insult0.08434689
Profanity0.06195303
Threat0.0086087575
Severe Toxicity0.008010864
Low Tox 0.21642438 Constructive 0.6 Identity_Assertion
Oct 2, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
I don't see an invasion but a small town that has a lot of Punjabi migrants that are fleeing the persecution and discrimination but bring money and skills not driving skills and the majority do …
I don't see an invasion but a small town that has a lot of Punjabi migrants that are fleeing the persecution and discrimination but bring money and skills not driving skills and the majority do not want to go to US except that have family there. But the county could issue stricter rules for drivers. The town was less hectic before but having economic uncertainty. The punjabis are not known to be criminals nor lazy people not wanting to live with handy overs from the government. They are family, community and business oriented. Many other punjabis in Central Canada since long a go. They prefer Canada to US most of the times.
Identity Attack0.18546575
Insult0.12702756
Profanity0.030890211
Threat0.009074804
Severe Toxicity0.005607605
Low Tox 0.21241048 Constructive 0.772 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where …
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where I'm coming from when I say this. I wasn't influenced by him finding these fraudulent daycares because this was prior to that. When I went to her house I had to Google maps it. Everybody in Calgary knows the Northeast is all Indian. As a matter of fact I counted how many people I saw that weren't Indian when I was there cuz I thought it was funny. I saw two white people and one Asian in the whole quarter of the city. When I got to her house I said to her why do you have so many businesses around your house it doesn't even make sense and then I showed her the Google maps and there had to be seven or eight daycares a trucking company and a bricklaying company and a drywall company. All of these businesses that don't have signs because I went and looked. These people are doing the same fraud here. This is what's killing our country. Our money is worthless because of them and they are taking all of the homes so homes are unaffordable for Canadians. On top of that they get into management and jobs and only hire their people and don't hire Canadians. We are under attack. It doesn't have to be somebody storming our beaches to attack us. Our country is under attack and we're in denial.
Identity Attack0.17381613
Insult0.100019015
Profanity0.05017922
Threat0.008841781
Severe Toxicity0.0063323975
Low Tox 0.20839658 Constructive 0.826 Fear_Threat
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
How do all these immigrants own so many businesses?????
How do all these immigrants own so many businesses?????
Identity Attack0.2308735
Insult0.043250903
Profanity0.019143965
Threat0.0066345283
Severe Toxicity0.004825592
Low Tox 0.20572066 Low Con 0.283 Question
Aug 26, 2025 13 likes Why Canadians Are Turning Against …
Why does no one mention the reason why politicians allow large scale immigration... because the self serving, long living, the most powerful political group - the white baby boomers - want to continue seeing their …
Why does no one mention the reason why politicians allow large scale immigration... because the self serving, long living, the most powerful political group - the white baby boomers - want to continue seeing their property value increase, cheap labor to serve them, and large consumer base to increase their business profits...
Identity Attack0.20483385
Insult0.06739554
Profanity0.0166845
Threat0.0071588317
Severe Toxicity0.004711151
Low Tox 0.2043827 Moderate Con 0.339 Policy_Critique
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
2 billion spent on someone else’s war. While laid off thousands of employees and public service due to low budget. There is no one to help local businesses. No service. 👏. Carney is not Capable.
2 billion spent on someone else’s war. While laid off thousands of employees and public service due to low budget. There is no one to help local businesses. No service. 👏. Carney is not Capable.
Identity Attack0.00258985
Insult0.17237684
Profanity0.015864678
Threat0.007353018
Severe Toxicity0.0022697449
Low Tox 0.20335422 Moderate Con 0.434 Policy_Critique
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them yearly for visa health fee etc. and as soon contract finishes send them back home or keep good ones who are beneficial to your economy give them citizenship. Such a big country like Canada that is going thru housing crisis...shame it is called first world country. Indians can help you in a big way to sort your healthcare woes. YES INDIA AND ONLY INDIA OR TO SOME EXTENT PHILLIPINES CAN PROVIDE YOU ENGLISH EDUCATED LAW ABIDING MAN POWER.
Identity Attack0.18468912
Insult0.082866095
Profanity0.024267852
Threat0.007974415
Severe Toxicity0.0062179565
Low Tox 0.20312156 Constructive 0.709
Oct 2, 2025 IRCC Names India in Study …
Our system is so broken. How are criminals like these who have no business being in the country allowed to stay and commit crimes?
Our system is so broken. How are criminals like these who have no business being in the country allowed to stay and commit crimes?
Identity Attack0.02821777
Insult0.15769513
Profanity0.015864678
Threat0.00899713
Severe Toxicity0.0034332275
Low Tox 0.20242359 Low Con 0.283 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.