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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: "Why are they dirty those …" 267 comments · Page 10 of 11
Wow everybody calling other races dirty 😂 I'm ☠️
Wow everybody calling other races dirty 😂 I'm ☠️
Identity Attack0.36702603
Insult0.24928534
Profanity0.2376073
Threat0.010654188
Severe Toxicity0.02167734
Moderate 0.39021665 Moderate Con 0.358 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
Cleaner yet they are still dirty
Cleaner yet they are still dirty
Identity Attack0.029917859
Insult0.40243408
Profanity0.17803068
Threat0.008582866
Severe Toxicity0.012283325
Moderate 0.39021665 Moderate Con 0.336 Unverified_Claim
Feb 18, 2026 Inside Canada's Indian Invasion...
THIS IS EXACLY WHAT HAPPEND TO LONDON UK AS THE MINORITY MOVE IN THE INDIGENOUS PEOPLE PEOPLE MOVE OUT & THEN EVERY CITY GETS TAKEN OVER RUNDOWN DIRTY
THIS IS EXACLY WHAT HAPPEND TO LONDON UK AS THE MINORITY MOVE IN THE INDIGENOUS PEOPLE PEOPLE MOVE OUT & THEN EVERY CITY GETS TAKEN OVER RUNDOWN DIRTY
Identity Attack0.27171627
Insult0.30797598
Profanity0.13697
Threat0.011094344
Severe Toxicity0.02167734
Moderate 0.38811707 Low Con 0.294 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Dirty NOISY....
Dirty NOISY....
Identity Attack0.038683333
Insult0.42167732
Profanity0.13873272
Threat0.008181547
Severe Toxicity0.014963473
Moderate 0.38811707 Low Con 0.268
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
But i dont get why you did such a dirty job on the smuggler...
But i dont get why you did such a dirty job on the smuggler...
Identity Attack0.0066596144
Insult0.37960073
Profanity0.09195647
Threat0.008764107
Severe Toxicity0.0077819824
Moderate 0.37576625 Moderate Con 0.381 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
In every country the migrant has the political power on theirs side .here in Belize the Hispanic migrants come to live because thay says that theys cannot live in theirs country that they destroy but …
In every country the migrant has the political power on theirs side .here in Belize the Hispanic migrants come to live because thay says that theys cannot live in theirs country that they destroy but when they enter ours country they Brought along theirs dirty minds and actions along with them .. when they met the local they will demand that you talk to them in theirs language they can live in your country for 100 years they will still force you to talk theirs language because it is the only language that God create ..
Identity Attack0.39334553
Insult0.3388922
Profanity0.1110661
Threat0.015256803
Severe Toxicity0.020902663
Moderate 0.3722269 Constructive 0.505
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I felt the racism coming through the screen. Using Canada as a "stepping stone" to "sneak into the greatest country on earth" was funny though - it really shows how self-obsessed Americans can be. India …
I felt the racism coming through the screen. Using Canada as a "stepping stone" to "sneak into the greatest country on earth" was funny though - it really shows how self-obsessed Americans can be. India has its problems, but Indians legally migrating to Canada should not be seen as criminals. The visuals used were also very offsetting - when a woman said India is a beautiful country, you showed us dirty Indian roads. We can do that too: show people of Fentanyl and drug overdoses whenever you say "greatest country on earth." Over 40% of Canadian immigrants are economic class immigrants who go through rigorous points-based selection (IRCC, 2023) Indian immigrants to Canada have higher educational attainment than the Canadian average - 52% hold bachelor's degrees or higher compared to 34% of the general population The US has approximately 107,000 drug overdose deaths annually (CDC, 2023), with fentanyl involved in over 70% of cases India-Canada remittances totaled $5.7 billion in 2022, contributing significantly to both economies Indian-Canadians have lower unemployment rates (5.8%) than the national average (5.9%)
Identity Attack0.38318536
Insult0.336253
Profanity0.07967158
Threat0.012647836
Severe Toxicity0.016383713
Moderate 0.36867723 Constructive 0.75 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Interesting dichotomy - the people interviewed that are complaining about dirty Indians, are the ones who look run down, aren’t wearing clothes and filling the drug dens. I think everyone agrees there is way too …
Interesting dichotomy - the people interviewed that are complaining about dirty Indians, are the ones who look run down, aren’t wearing clothes and filling the drug dens. I think everyone agrees there is way too much immigration but let’s not get it twisted - a lot of the complaints are projection.
Identity Attack0.3895355
Insult0.34237885
Profanity0.104876526
Threat0.009100696
Severe Toxicity0.013801457
Moderate 0.3666224 Constructive 0.62 Moral_Argument
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Dirty animals are doing it all over the world plus their rituals.....this includes cave dwellers who go around thinking other people resources and lands is theirs
Dirty animals are doing it all over the world plus their rituals.....this includes cave dwellers who go around thinking other people resources and lands is theirs
Identity Attack0.052035484
Insult0.36798462
Profanity0.08613731
Threat0.008000307
Severe Toxicity0.012359619
Moderate 0.3625127 Low Con 0.243
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
They will dirty destroy the beautiful Canada
They will dirty destroy the beautiful Canada
Identity Attack0.10221587
Insult0.20434737
Profanity0.11354194
Threat0.18913531
Severe Toxicity0.015479924
Moderate 0.36095104 Low Con 0.276 Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience. I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was Videoing in public videoing, taking evidence Of what is going on around here? Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly. Was Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety. The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me. Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Identity Attack0.3780483
Insult0.32682732
Profanity0.14402086
Threat0.02250864
Severe Toxicity0.019998873
Moderate 0.36095104 Constructive 0.759 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in …
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in Little Italy. Then it was the Chinese; now every city has a Chinatown. Then it was the Japanese who we sent to camps in the 40s; now we drive their cars. Then it was the Vietnamese they hated because they were fleeing war; now we get a $15 haircut from the woman at the mall. Then it was the Mexicans; now we eat the food from the farms they work at. Then it was the Arabs; now we're fighting for their statehood. Then it was the Koreans; now we have their appliances in our kitchens and cell phones in our hands. Now it's the South East Asian's turn at discrimination and the labelling of those "very dirty people." You'll get over it soon enough and become friends with the Pakistani restaurant owner down the street, or you'll move to Woodstock and enjoy your cultural homogeneity, before the next wave of "others" from some new place around the world threatens your sense of 'I was here first' mentality and ownership of being Canadian. FFS!
Identity Attack0.39966375
Insult0.24928534
Profanity0.14225815
Threat0.039602257
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.613 Moral_Argument
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada wanted foreigners to do the dirty work - menial work Millions of educated indians got green card - without having a job They came to canada - they found out 30% found jobs - …
Canada wanted foreigners to do the dirty work - menial work Millions of educated indians got green card - without having a job They came to canada - they found out 30% found jobs - 70% did low pay work And Brampton - brown town - erupted - symbol of Canadian Greed
Identity Attack0.36702603
Insult0.3126888
Profanity0.028776871
Threat0.0074824756
Severe Toxicity0.010681152
Moderate 0.3561489 Moderate Con 0.457 Economic_Argument
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You wouldn't like Indian food if you saw how dirty the preparation is...
You wouldn't like Indian food if you saw how dirty the preparation is...
Identity Attack0.35299334
Insult0.24630153
Profanity0.13785136
Threat0.007327127
Severe Toxicity0.01159668
Moderate 0.34757367 Moderate Con 0.395
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just so we are clear, bro I just moved to Brampton myself. I am a Canadian born citizen, but also Hindu Punjabi but i recently got baptized into Christianity. However, I wanted to state that …
Just so we are clear, bro I just moved to Brampton myself. I am a Canadian born citizen, but also Hindu Punjabi but i recently got baptized into Christianity. However, I wanted to state that the poo eating is only in one part of India more or less which you already went to and The rest of India does not condone the eating of deh poo poo. Thank you and yes their are a lot of dirty ppl also unfortunately. Facts are facts. A lot of us dont like being clean for some reason. A shower a day would be nice. Some Deodorant also would be great cuz the purchasing of deodorant seems to be quite low over here. Wish i ran into you man i would have enjoyed talking to u. Big fan.
Identity Attack0.28034934
Insult0.34314156
Profanity0.16496858
Threat0.008272167
Severe Toxicity0.01502803
Moderate 0.34328604 Constructive 0.818 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Love how he says these people are dirty but he has no shirt on❤😅The Pakistani Guy, the Sikj Guy and the Hindu guy. Just amazing ❤❤❤they said it perfect. ❤
Love how he says these people are dirty but he has no shirt on❤😅The Pakistani Guy, the Sikj Guy and the Hindu guy. Just amazing ❤❤❤they said it perfect. ❤
Identity Attack0.2949366
Insult0.26957804
Profanity0.1719469
Threat0.020091362
Severe Toxicity0.021419114
Moderate 0.3389984 Constructive 0.512
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Chandigarh one of the cleanest city of india, they might put of pic. Of chandigarh but when he talk about punjab he put bad picture this show your mindset...... When u need cheap labour or …
Chandigarh one of the cleanest city of india, they might put of pic. Of chandigarh but when he talk about punjab he put bad picture this show your mindset...... When u need cheap labour or money inflow for your clgs/university then indians are good but they want to do job, business their then they became dirty smally.. If west have problem with India just stop giving visa to Indians
Identity Attack0.3817989
Insult0.3388922
Profanity0.124631
Threat0.020436687
Severe Toxicity0.02296847
Moderate 0.3389984 Moderate Con 0.442 Identity_Assertion
Feb 25, 2026 Inside Canada's Indian Invasion...
Dirty Dots 😂
Dirty Dots 😂
Identity Attack0.026609946
Insult0.26957804
Profanity0.26638454
Threat0.009178371
Severe Toxicity0.021290002
Moderate 0.3389984 Low Con 0.291 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped …
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped foot inside the house, the stench was so powerful that it nearly made me vomit. I initially thought it was just the entrance, it got progressively worse the further in I went. Bathrooms were unclean, there were stains all over the walls, rotten food around, dirty shoes and clothes thrown all around, damage to just about every corner inside of the house ... I walked out. The next day, I went to see another house on the other side of the city, thinking it's more on the outskirts and it looked slightly better on the outside, same exact situation and I was ironically asked if I was "Indian because I can get a discount on the rent", I walked out. The blatant racism and disrespect was nauseating. I was raised that it's not permissible to exit out of your house dirty let alone not cleaning up after yourself. I was raised to be fluent in both official languages. I'm not seeing any of these norms happening anymore... if anything, it's the complete opposite.
Identity Attack0.32768643
Insult0.24835461
Profanity0.25275812
Threat0.039256934
Severe Toxicity0.023076924
Moderate 0.3302291 Constructive 0.74
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
If It's Not Racism To not turn To Turn to India , So Its also racist To come in our country And Get Views and Say Dirty About our country ,And Having a 50 Rupees …
If It's Not Racism To not turn To Turn to India , So Its also racist To come in our country And Get Views and Say Dirty About our country ,And Having a 50 Rupees Budget
Identity Attack0.31307843
Insult0.25602314
Profanity0.12158839
Threat0.013424582
Severe Toxicity0.02296847
Moderate 0.32128486 Low Con 0.216 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
This kind of content is what Youtube exist for. Keep doing and exposing all these dirty linens out there and stay safe!
This kind of content is what Youtube exist for. Keep doing and exposing all these dirty linens out there and stay safe!
Identity Attack0.025404079
Insult0.14512913
Profanity0.09518933
Threat0.021645326
Severe Toxicity0.01083374
Moderate 0.30854854 Moderate Con 0.475 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau ruined Canada….drugs, crime, now shootings in schools, lack of mental health care. NDP taxing the working class in BC….where did BC money go?? Crime at its worst….Pollution on hwy, back roads, speeding out of …
Trudeau ruined Canada….drugs, crime, now shootings in schools, lack of mental health care. NDP taxing the working class in BC….where did BC money go?? Crime at its worst….Pollution on hwy, back roads, speeding out of hand, dirty outhouses for tourists to gag at…..damaged trails not repaired…..BC housing to expensive for younger generations, lack of good paying jobs. NDP re elected….our budget received a “D”….funny how we ignore people living on streets or in tents “full of garbage”….theft issues with businesses even broken windows, fire issues. …..sad how BC is….born in BC 65 soon and this is not the BC I grew up in. Last 11 years deaths from drugs, has been excepted as a society…..no jail time for hard core criminals…..this is the reality behind the areas that are kept nice or had money invested into…..small towns were ignored…..little growth…or expansion ….list goes on ….so keep it real BC…why do we accept this as the “new normal”….? Where did our money go to…if you make over 50k…you’re being taxed more!! Yet food , and being taxed on every move we make down to water…..now more off working class people.
Identity Attack0.04538634
Insult0.26957804
Profanity0.026863953
Threat0.035458352
Severe Toxicity0.011444092
Moderate 0.3057765 Constructive 0.642
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people …
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people also forgot how rich India was before united kingdoms invasion and how the British empire stole all the valuable resources from India like gold and used it for the development of London. So pls I am respectful don't be racist towards other countries. All are equal made by god just separated by borders of countries but live in the same soil which is our earth. It's also a fact that the people who have enough money or are rich in India live a good life where the infrastructure is good the people are good like the system in upper castes. Whereas the poor people are the ones which have to suffer as generally they are low castes and don't get jobs offered in India as they face caste discrimination and so they get involved in illegal activities like scam call centres and robbery to get some money. The foreigners only see the bad side of India and the bad people who are poor and have to earn something for their family to survive. So pls I know that the things these are doing are illegal or bad but still don't blame whole India for it as those people are very poor have nothing to eat and so they get lured by strangers into doing these things. I can easily say tyler is racist because it's just bad things about India that he shows like the photo of punjab he shows like a random street in punjab a person is driving in motorcycle and there is garbage all around and not showing the golden temple or beautiful places there. I know the people should point out the mistakes of a country like dirty places there but like all the images shown of the country are dirty and not a single picture is good about it even though there are many. That clearly racist and the motive is clearly here to disrespect the countrys image
Identity Attack0.25478655
Insult0.18604483
Profanity0.056441884
Threat0.00933372
Severe Toxicity0.010223389
Low Tox 0.2922276 Constructive 0.76 Moral_Argument
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
I went to a shopper drug store in Brampton at Queen and Kenny over the summer. It was extremely dirty. It looked like a garbage truck dumped it load all over theparkinglot. Locals walked through …
I went to a shopper drug store in Brampton at Queen and Kenny over the summer. It was extremely dirty. It looked like a garbage truck dumped it load all over theparkinglot. Locals walked through it like it was a normal thing. I just hope they don't take over Georgetown and ruin it too. 😢
Identity Attack0.0091384705
Insult0.26957804
Profanity0.047173142
Threat0.009204263
Severe Toxicity0.005531311
Low Tox 0.28674445 Constructive 0.71 Fear_Threat
Sep 20, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Did you ask why they’re stereotyped as being dirty ?
Did you ask why they’re stereotyped as being dirty ?
Identity Attack0.031722516
Insult0.24561718
Profanity0.11911256
Threat0.006317357
Severe Toxicity0.005264282
Low Tox 0.2854699 Moderate Con 0.323
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.