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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 #}

Comment Explorer

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Active: "They do that everywhere same …" 305 comments · Page 8 of 13
They are everywhere I thought my city had a lot of Indians! But Tyler is there a part 2 because what happened at the end ?😂😂😂😂
They are everywhere I thought my city had a lot of Indians! But Tyler is there a part 2 because what happened at the end ?😂😂😂😂
Identity Attack0.28622448
Insult0.06794841
Profanity0.09583591
Threat0.011715741
Severe Toxicity0.013285006
Low Tox 0.27047762 Moderate Con 0.419
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs immigration. The country needs at least 300 k new immigrants per year so that the economy grows. But diversity needs to be assured. Stop bringing Indians. There are well educated people from everywhere …
Canada needs immigration. The country needs at least 300 k new immigrants per year so that the economy grows. But diversity needs to be assured. Stop bringing Indians. There are well educated people from everywhere in the world waiting in the queue of express entry visa. Use them.
Identity Attack0.30256465
Insult0.08533409
Profanity0.01846078
Threat0.009385503
Severe Toxicity0.008430481
Low Tox 0.26859093 Constructive 0.55
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
Tyler is everywhere but his own country. Once again profiting of his new grift.
Tyler is everywhere but his own country. Once again profiting of his new grift.
Identity Attack0.019073274
Insult0.24835461
Profanity0.020373698
Threat0.007521313
Severe Toxicity0.0031280518
Low Tox 0.2648175 Low Con 0.152 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Dirty jeets everywhere
Dirty jeets everywhere
Identity Attack0.06294931
Insult0.21836096
Profanity0.21456863
Threat0.007935578
Severe Toxicity0.021806452
Low Tox 0.25915736 Low Con 0.299 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in just few years , unbelievable !! why no inquiry about replacing all other hard working Canadians and legal immigrants by new arrivals from only one country ,India and who are those workers , most of them are students , many came with fake documents and many many of them have absolutely no intention to finish their education in Canada but to use these loopholes to get into Canada and never leave , India is one of the most corrupt countries in the world ( look at the origin of most of the scam calls ! ), you can get a PHD degree there with money, ( the most scary part is hiring nurses or doctors with maybe fake degrees ) now corruption and loopholes in our immigration system allowed this influx of cheaters while hundred of thousands of Canadians cant find jobs and honest people from everywhere who try to immigrate through the front door face all the difficulties, this is not racism, it is the truth ...
Identity Attack0.26833034
Insult0.11978693
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077438354
Low Tox 0.25462922 Constructive 0.566
Oct 1, 2025 IRCC Names India in Study …
hate what theyve done to our cities its not just brampton missisauaga and everywhere in ontario is bad unless you go far in the country
hate what theyve done to our cities its not just brampton missisauaga and everywhere in ontario is bad unless you go far in the country
Identity Attack0.105256535
Insult0.09270445
Profanity0.028503597
Threat0.010395273
Severe Toxicity0.0060653687
Low Tox 0.25462922 Moderate Con 0.484 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Even small towns in northern Canada are full of Indians. They’re everywhere. They own 95% of the gas stations and fast food places in Ontario.
Even small towns in northern Canada are full of Indians. They’re everywhere. They own 95% of the gas stations and fast food places in Ontario.
Identity Attack0.33060804
Insult0.071116626
Profanity0.022969801
Threat0.007249452
Severe Toxicity0.007095337
Low Tox 0.25462922 Moderate Con 0.318 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
A lot of hellcats out here I love it😂😂 That's the usual sign.. or brand new 2025 vehicles everywhere and no job
A lot of hellcats out here I love it😂😂 That's the usual sign.. or brand new 2025 vehicles everywhere and no job
Identity Attack0.014852738
Insult0.07270074
Profanity0.196476
Threat0.013424582
Severe Toxicity0.0119018555
Low Tox 0.25462922 Moderate Con 0.389 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Theyre Cancer. I drove from NS to AB in the spring, theyre everywhere... all across the country, even in WAY northern Ontario.
Theyre Cancer. I drove from NS to AB in the spring, theyre everywhere... all across the country, even in WAY northern Ontario.
Identity Attack0.030691283
Insult0.16890354
Profanity0.035649836
Threat0.009307829
Severe Toxicity0.0076293945
Low Tox 0.25462922 Constructive 0.523 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Every where you go you can see Punjabi celebrations everywhere it’s like no other culture exists! Way too much immigrants! We don’t want to be forced to see or participate in other peoples culture practice …
Every where you go you can see Punjabi celebrations everywhere it’s like no other culture exists! Way too much immigrants! We don’t want to be forced to see or participate in other peoples culture practice your culture or religion at home please!
Identity Attack0.28034934
Insult0.07301756
Profanity0.020988565
Threat0.007573096
Severe Toxicity0.008163452
Low Tox 0.25462922 Constructive 0.57 Identity_Assertion
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they won't fit in the workplace culture. They've been taking the excessive handouts from the Canadian government and are slowly buying up tons of real estate. Its everywhere in canada. Brampton is just ground zero. What's it like? We just got a new Walmart down the street. They took a staff picture and it was 80% indian people. Hardly any locals got jobs there instead its mostly "new citizens" who have lived here less than a year or two. Every day there's more of them. And because of our liberal government and tax breaks and all sorts of racist allowances these people have got, they all have money and houses and new cars when they were dirt poor in India like 3 years ago. They get interest free loans from banks, they get daily per diems and housing as soon as they get here. Keep in mind tent cities are growing rapidly in Canada. And our government is spending HUGE amounts of our tax dollars to subsidize this takeover. And try living here and renting. Due to this influx, a bungalow that was 1500 a month 10 years ago, is now 4500 a month and youre renting off an Indian person. Word to the wise tho, dont even bring up the tow truck businesses. They'll shoot you And last but not least our retarded government just passed a birthright citizen law for them. So now if you come here from India even if only for a couple years, ALL subsequent offspring of yours can immediately get citizenship here no question asked. We are so fucked
Identity Attack0.28034934
Insult0.14150882
Profanity0.036651865
Threat0.008466354
Severe Toxicity0.00869751
Low Tox 0.25462922 Constructive 0.732 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
For real we have to cleanse Ontario of this. We can’t like actually. It smells everywhere here man fml 😭
For real we have to cleanse Ontario of this. We can’t like actually. It smells everywhere here man fml 😭
Identity Attack0.027413858
Insult0.12159709
Profanity0.09195647
Threat0.012958534
Severe Toxicity0.008430481
Low Tox 0.2524482 Moderate Con 0.39 Fear_Threat
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
This plague is spreading everywhere look at Texas, or any Costco in US
This plague is spreading everywhere look at Texas, or any Costco in US
Identity Attack0.06795148
Insult0.09124154
Profanity0.06295506
Threat0.00951496
Severe Toxicity0.0063323975
Low Tox 0.24924077 Low Con 0.266 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my …
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my grandfather came home with shrapnel in his leg. His suffered all of this to give us our freedoms and a safe place to live. One of my uncles would never speak his language - Italian in front of anyone that didn’t understand it. I asked him why not? His answer was simple “its’s a rude!” Such eloquence from broken English. I am sick of not being allowed to stand up for my way of life, my culture and belief system without being accused of stamping on somebody else’s! I am Catholic I pray at home or at church in my car out on a walk! Nobody is subjected to it or restricted by it religion is a deeply personal thing we have churches and religious places of gathering that are everywhere that have been permitted when other countries would absolutely not allow such freedoms but it still is not enough and we are wrong for being upset by their intolerance and rudeness. I am disabled - if I was not married I would be living on the street. Students immigrants are given better housing and more money to survive on than me - who was a part of this workforce and a taxpayer from the age of 12 I have had some sort of job until I was injured at work. We aren’t racist we are fed up, abandoned and disgusted with out social safety net being handed out to others who do nothing but complain that it’s not enough! I just want to be able to survive in my home country - the country I have paid taxes into all my life. Is there another country in the world that puts itself and its people last as Canada does??? I really want to know. Where could I move and be treated as a Canadian immigrant is treated here???
Identity Attack0.17847598
Insult0.14150882
Profanity0.11663672
Threat0.03718498
Severe Toxicity0.01302678
Low Tox 0.24603334 Constructive 0.81 Identity_Assertion
Aug 28, 2025 7 likes Why Canadians Are Turning Against …
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from …
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from everywhere who get free houses and live on welfare and even they get free dental.They are living on Canadian tax payer money. Immigrants don’t get any government help plus visa and other requirements are still there Internet is just home of negativity and full of misinformation.
Identity Attack0.2783691
Insult0.08508729
Profanity0.01309778
Threat0.006550381
Severe Toxicity0.004501343
Low Tox 0.24603334 Constructive 0.634
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
Identity Attack0.25140062
Insult0.07333439
Profanity0.062454045
Threat0.008466354
Severe Toxicity0.006713867
Low Tox 0.2396185 Constructive 0.604 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Everything is a mess everywhere omg
Everything is a mess everywhere omg
Identity Attack0.010729378
Insult0.06285016
Profanity0.10363861
Threat0.0077802283
Severe Toxicity0.006980896
Low Tox 0.2359567 Moderate Con 0.336 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Invasion is everywhere
Invasion is everywhere
Identity Attack0.13377325
Insult0.03768798
Profanity0.05168226
Threat0.016292779
Severe Toxicity0.011749268
Low Tox 0.2359567 Moderate Con 0.33 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
There's Indian people everywhere, I don't think it's an invasion, there is just a lot of them. They have to live somewhere.
There's Indian people everywhere, I don't think it's an invasion, there is just a lot of them. They have to live somewhere.
Identity Attack0.28034934
Insult0.062150877
Profanity0.051181246
Threat0.010887212
Severe Toxicity0.008888245
Low Tox 0.23198941 Constructive 0.515
Jan 27, 2026 Inside Canada's Indian Invasion...
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and …
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and litter everywhere they go. Let alone the amount of people driving the WRONG WAY on roads and in traffic cycles and this is including transport trucks! Companies only hiring Indians to get a tax cut. It’s a great time - come on by!
Identity Attack0.22783615
Insult0.081508696
Profanity0.01893901
Threat0.008129764
Severe Toxicity0.00579834
Low Tox 0.2312681 Constructive 0.585 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I left India to escape the cultures but now these people are bringing the cultures everywhere
I left India to escape the cultures but now these people are bringing the cultures everywhere
Identity Attack0.27171627
Insult0.05964688
Profanity0.052183274
Threat0.0100069
Severe Toxicity0.008850098
Low Tox 0.23090743 Moderate Con 0.408
Jan 27, 2026 Inside Canada's Indian Invasion...
Paj3et paj33t paj33txx everywhere i see i found pajeeetx
Paj3et paj33t paj33txx everywhere i see i found pajeeetx
Identity Attack0.028016793
Insult0.07840354
Profanity0.29209393
Threat0.011172019
Severe Toxicity0.02491361
Low Tox 0.21642438 Low Con 0.294 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and …
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and guess what? they're indian/punjab (sorry, unsure all the proper terms of people or the differences). Not to mention that they treat indigenous women the way they would back home.... Pretty much every person I know (I'm indigenous and have experienced it myself) has experienced some sort of harassment or assault or whateva with them... And yes, I know it's not all of them, I also know some great people that are indian/punjab but I'm not going to act like there isn't a problem....... Then people think indigenous people get "hand outs"... I was broke for over two years, I tried welfare, it's not as easy as it seems to people lol Also, I'm sure I'm wrong, but I always assumed Immigration was like... reserved for people that need it kind of like refugees.
Identity Attack0.23770751
Insult0.07808672
Profanity0.07740857
Threat0.012699619
Severe Toxicity0.008277893
Low Tox 0.21508642 Constructive 0.838 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …

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.