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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: "I get what people are …" 761 comments · Page 15 of 31
Oh Tyler, based off of your last 3 uploads it looks like you're trying to get into that UFC White House card or something. Goes from calling attention to the homeless people for years that …
Oh Tyler, based off of your last 3 uploads it looks like you're trying to get into that UFC White House card or something. Goes from calling attention to the homeless people for years that are literal immigrants to putting them in your crosshairs and making them a target. Crazy work for the bag lil bro.
Identity Attack0.06613251
Insult0.26957804
Profanity0.03615085
Threat0.008531082
Severe Toxicity0.005264282
Moderate 0.30319387 Moderate Con 0.356 Meta_Commentary
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Now as an American ., the illegal immigrants sem to be getting all the jobs while the American people are paying for everything and out of work and they giving out all kinds of perps,I …
Now as an American ., the illegal immigrants sem to be getting all the jobs while the American people are paying for everything and out of work and they giving out all kinds of perps,I an d I glad Trump is president so he can get the illegal out of this country. you have to blame the globist and NGOs and the WHO for this problem!
Identity Attack0.2964622
Insult0.16890354
Profanity0.029186781
Threat0.009178371
Severe Toxicity0.010528564
Moderate 0.30136615 Constructive 0.536 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Greatest country on earth huh? Where should i start: -13th most obese country (~43% of you cant even feed themselves without getting sick) -27th out of 37 for reading -27th out of 81 for mathematics …
Greatest country on earth huh? Where should i start: -13th most obese country (~43% of you cant even feed themselves without getting sick) -27th out of 37 for reading -27th out of 81 for mathematics -35th in life expectancy -52nd globally in gender equality health, education equity, or overall well-being... You are the "greatest" in nothing... Only positive things the world sees is americas beautiful nature, and you did nothing to achieve that except unaliving so so many indiginous people... Seriously, how can you be patriotic about this country. I really dont get it... Somebody enlighten me, help me understand, how you can call yourself "greatest country in the world"? When you are obviously not!
Identity Attack0.1769227
Insult0.24835461
Profanity0.041160982
Threat0.008246276
Severe Toxicity0.0104522705
Moderate 0.30136615 Moderate Con 0.387 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Identity Attack0.2854555
Insult0.22770336
Profanity0.047173142
Threat0.008893564
Severe Toxicity0.012435913
Low Tox 0.29953843 Constructive 0.588 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Let me tell you this as a legal Indian immigrant that came here 13 years ago with my whole family. There was a balance of immigration coming in from every country which was amazing until …
Let me tell you this as a legal Indian immigrant that came here 13 years ago with my whole family. There was a balance of immigration coming in from every country which was amazing until they opened the gates to India like it’s another bus stop away from India. Since then there have been so many illiterate people that fraudulently came here and keep trying to make Canada like back home which needs to stop. The reputation of Indian people which used to be hard working and family people is getting ruined by people that come here to give back nothing to Canadian economy. People that used to come into Canada came in with a dream but now it feels like just visiting another Indian state especially Brampton……… hopefully this stops but with the monkeys that have currently taken over Canadian parliament i hardly see an end to this.
Identity Attack0.2808415
Insult0.24928534
Profanity0.036401358
Threat0.008194493
Severe Toxicity0.00831604
Low Tox 0.29771072 Constructive 0.607 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is doomed, there is no saving it... as a canadian working in the trades you would not believe how many liberals there are it seems to me that 50% of genz, 75% of gen …
Canada is doomed, there is no saving it... as a canadian working in the trades you would not believe how many liberals there are it seems to me that 50% of genz, 75% of gen x and 90% of boomers are liberal. they're importing these people at such a rapid rate and they all out breed whites. there's no chance the country will ever vote in a politician that will fix this... and what would that even look like? capture and deport every immigrant (and their anchor babies) from the last 10-15 years? its just not feasible... my advice to fellow Canadians; get out while u can its going to get unimaginably worse in the next ten years
Identity Attack0.2877625
Insult0.16861114
Profanity0.041912504
Threat0.014048163
Severe Toxicity0.010986328
Low Tox 0.295883 Constructive 0.557
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or racist but I’ve gone to India many times and there everyone is in Canada or something but when they get there they treat it like India, like if ur gonna go to a different country at least respect them . India is a beautiful country with good food it’s just that some (keyword some) people are disrespectful most Indians are like this because of stereotypes so they sometimes feel angry so then they try to get revenge. I’m not saying everyone is like this but I had to get it out because I’m starting to feel annoyed with Indians and other people, Indians also say that the uk stole from them so they are stealing back but that was only uk and only the government not the people. What u see on screens is not actually what India looks like on behalf of the Indian community I would like to say I’m sorry to everyone and every country we have taken over just know not everyone is like this only the Indians who have a ego and think they are better , sorry Canada, America, Australia and any other country
Identity Attack0.33352965
Insult0.17486192
Profanity0.12639372
Threat0.011741633
Severe Toxicity0.017029278
Low Tox 0.295883 Constructive 0.774 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Funny how everyone screams about immigrants and Indians ‘ruining Brampton,’ but no one bats an eye when billions of OUR tax dollars are shipped to Ukraine. The real issue isn’t people trying to make a …
Funny how everyone screams about immigrants and Indians ‘ruining Brampton,’ but no one bats an eye when billions of OUR tax dollars are shipped to Ukraine. The real issue isn’t people trying to make a living — it’s governments that failed to plan for housing, infrastructure, and affordability. Stop blaming immigrants for problems created by bad leadership. we get all the hate while working the jobs many young Canadians don’t even want to show up for. Not all immigrants work on cash and not all of us are the same — we’re out here paying taxes, grinding hard
Identity Attack0.31015682
Insult0.16824563
Profanity0.024472807
Threat0.009230154
Severe Toxicity0.008659363
Low Tox 0.295883 Constructive 0.629
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
The business lobbyists cooked up a scheme that there’s not enough labour, because businesses don’t want to pay minimum wages. They sold it to the government. I’m curious to see what will happen in the …
The business lobbyists cooked up a scheme that there’s not enough labour, because businesses don’t want to pay minimum wages. They sold it to the government. I’m curious to see what will happen in the years coming when the White working people are retired and no longer paying for the subsidized wages. I guess that’s why Carney wants to tax the equity in our payed off homes. Gene pool going to get thin for the elites as Caucasian race is genocided.
Identity Attack0.34974504
Insult0.10148193
Profanity0.047173142
Threat0.048481647
Severe Toxicity0.011520386
Low Tox 0.295883 Moderate Con 0.441
Jun 19, 2025 How Canada broke its immigration …
Good 👍 and I pray more people get deported from Canada 😑
Good 👍 and I pray more people get deported from Canada 😑
Identity Attack0.2772088
Insult0.077136256
Profanity0.018802373
Threat0.079364374
Severe Toxicity0.009994507
Low Tox 0.2922276 Moderate Con 0.406
Dec 24, 2025 1 likes Deportations From Canada at Their …
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...
Until our country gets back to proper order, Ontario should do the same. I am sick and tired of being pushed and stepped on for people coming in and wasting our tax money. We pay …
Until our country gets back to proper order, Ontario should do the same. I am sick and tired of being pushed and stepped on for people coming in and wasting our tax money. We pay and suffer with over immigration because our Government wants to destroy Canada.
Identity Attack0.17614605
Insult0.18480228
Profanity0.020920247
Threat0.032005094
Severe Toxicity0.0075149536
Low Tox 0.29039988 Moderate Con 0.477
Nov 23, 2025 Quebec Ends Economic Immigration Program …
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up …
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up at gunpoint. Even then they will still try to come back here. You cannot underestimate their shiftiness, ability to lie about every detail of themselves, it has to be understood that getting here and getting legal status here is the end goal of their life and almost nothing will stop them! Unless we do! MASS DEPORTATIONS NOW!!!
Identity Attack0.26155844
Insult0.24903896
Profanity0.02836696
Threat0.025789235
Severe Toxicity0.011291504
Low Tox 0.28857216 Moderate Con 0.471
Oct 1, 2025 1 likes IRCC Names India in Study …
these people get millions of dollars this is stupefying
these people get millions of dollars this is stupefying
Identity Attack0.010951365
Insult0.21602537
Profanity0.104876526
Threat0.008052089
Severe Toxicity0.0059509277
Low Tox 0.28674445 Low Con 0.154 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
You made many videos against India and its culture okay I appreciate it but now make videos about the good things in India and its culture? You won't I guess because you wouldn't get the …
You made many videos against India and its culture okay I appreciate it but now make videos about the good things in India and its culture? You won't I guess because you wouldn't get the reach that you get while showing the badbside of our country and its people
Identity Attack0.22458547
Insult0.0836065
Profanity0.08419759
Threat0.015602129
Severe Toxicity0.011520386
Low Tox 0.28674445 Constructive 0.533 Policy_Critique
Feb 4, 2026 3 likes Inside Canada's Indian Invasion...
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. …
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. Much love ❤️to everyone, diversity is beuty, unity is amazing. Also these are the same people doing the lower end jobs of your economy, which I don’t wanna get technical, but it seems like this channel just helps create a community for racist or extreme opinions to thrive in. Your government accepted these people for a reason, Unity is good, discrimination is not.
Identity Attack0.23391083
Insult0.15556364
Profanity0.06044999
Threat0.012233571
Severe Toxicity0.013155893
Low Tox 0.2855005 Constructive 0.801 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Young people are going out of control because they can't get a job all the immigrants take it that's why they go to Crime because they want the things to immigrants have
Young people are going out of control because they can't get a job all the immigrants take it that's why they go to Crime because they want the things to immigrants have
Identity Attack0.31892163
Insult0.08533409
Profanity0.035399333
Threat0.009437286
Severe Toxicity0.0104522705
Low Tox 0.2855005 Moderate Con 0.327 Unverified_Claim
Sep 12, 2025 Why Canadians Are Turning Against …
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from …
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from the consequences all of us were warning u about. im glad i left the country and will never come back
Identity Attack0.27914262
Insult0.16780703
Profanity0.017982552
Threat0.025961896
Severe Toxicity0.01083374
Low Tox 0.2854937 Moderate Con 0.388
Aug 25, 2025 Why Canadians Are Turning Against …
Name these experts please !!!! This is propaganda and lies ! The realities of allowing hundreds of thousands of illegal immigrant s and too many legitimant refugees into our country is devestating ! both to …
Name these experts please !!!! This is propaganda and lies ! The realities of allowing hundreds of thousands of illegal immigrant s and too many legitimant refugees into our country is devestating ! both to the citizens and to the refgees ... stretching our social services very very thin ..... up to 13 hours waiting in our ERs in my city ... i am not a professional reasercher on statistcs but i have a brain and sense enough to see the consequences of this portion of a hidden Trudeau agenda .... and that is desperation ... comming from ...food and shelter insecurities and discrimination against those of us who are citizens living on inadequate disability income ... most of us paid into these programs when we were working in good health .... i dont know what kind of dark ... delusional spell our federal ministers are under but this kind of melevolent disregard for those of us who are the most vulnerable in this country ...arent without courage to speak against the narcisim of this diabolical goverment ... I've lived long enough to know that the universe measures out to them what they give .... people like this always get their come-up-ins !!!! may the Good Lord Jesus have mercy on you political ministers of Canada !
Identity Attack0.10221587
Insult0.2469859
Profanity0.019007329
Threat0.009411395
Severe Toxicity0.0065612793
Low Tox 0.2854903 Constructive 0.64
Nov 11, 2024 How much do refugees and …
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else …
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else for a little while, you will be homeless when you come back. To we are pretty much screwed in every moving around to try and gain experience to get ahead. And there are profession where you have to move outside of the GTA to get experience. Canadian students can barely get a entry level job with a two year diploma, yet they allow International students to study things like a 2 year diploma in Business, which no one can ever get a job with, and on top of that, they told them they can apply to become permanent resident . How does that even make any sense? Does any politician in this country have two working brain cells? I'm so sick of this country, I desperately want to leave ...I'm a immigrant and my parents came here in the glory days of the 70s, where people from other English speaking countries were given priority and were expected to fully integrate into Canadian society
Identity Attack0.049761772
Insult0.23704576
Profanity0.20916378
Threat0.010032792
Severe Toxicity0.010223389
Low Tox 0.2854869 Constructive 0.684
Jun 17, 2025 173 likes How Canada broke its immigration …
The huge issue is that most white people have got advantage of centuries of colonisation of african, asian countries and they never ever want to talk about it. Now when they bring globalisation and get …
The huge issue is that most white people have got advantage of centuries of colonisation of african, asian countries and they never ever want to talk about it. Now when they bring globalisation and get people from developing countries, they have their first world complaints like crowding, driving problems... Before colonization, Many asian countries were richest and most advanced in their public systems of sewage, trade, education.. So how did these countries became developing nations now?? Centuries of colonization where wealth was stolen, people were made to be slaves, mass genocides, destruction of local industries, education system, all of these pulled the countries down. So white people if you cannot adjust to a little overcrowding, culture differences... Then pay back reparations to all former colonies with interest and none of the people from these countries will come into your country
Identity Attack0.35299334
Insult0.10440776
Profanity0.075792134
Threat0.0101363575
Severe Toxicity0.011138916
Low Tox 0.2854835 Constructive 0.617 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
you see every imigrants were not indian,hindu,sikh there are few europeans too but they're christians and white they will never get hate just like brown people and yes the influx of imigrant is huge now....canada …
you see every imigrants were not indian,hindu,sikh there are few europeans too but they're christians and white they will never get hate just like brown people and yes the influx of imigrant is huge now....canada has always welcomed imigrants and refugees now its their time to do it in a limit and moderate
Identity Attack0.36873037
Insult0.0816321
Profanity0.022218296
Threat0.008181547
Severe Toxicity0.008964539
Low Tox 0.28548008 Constructive 0.637 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You have to get used to indian people here in Canada 🇨🇦 and do you know why because with the global warming India 🇮🇳 will become unlivable.
You have to get used to indian people here in Canada 🇨🇦 and do you know why because with the global warming India 🇮🇳 will become unlivable.
Identity Attack0.36702603
Insult0.07840354
Profanity0.022218296
Threat0.011974656
Severe Toxicity0.009613037
Low Tox 0.28547668 Moderate Con 0.34
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Universities and certification are only good for doctors and lawyers. Useless for many fields. Finish your high school, have a road map, start slow, join a small firm in your area of interest, study hard, …
Universities and certification are only good for doctors and lawyers. Useless for many fields. Finish your high school, have a road map, start slow, join a small firm in your area of interest, study hard, apply what you learned. As soon as you gain confidence, change jobs, get promotions. Don’t stay in comfort zone. That’s your enemy. When I listen old people whining, “I worked 20 years for this company and they fired me!.” It astonishes me. Why are they doing same thing, at same place for so long?? Nothing in this universe lasts forever.
Identity Attack0.020178653
Insult0.26957804
Profanity0.057443913
Threat0.0074954215
Severe Toxicity0.0047683716
Low Tox 0.28547668 Constructive 0.664 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work …
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work properly or look for jobs in India; they just prefer going to Canada. I don’t know what kind of jobs they get there. Some of them go there depending on relatives, and some go illegally, which is completely wrong. Because I want to say one true thing about Indian people: there is very little civic sense in India. Yes, if they belong to the upper class, then they may have some civic sense, but in the lower and middle class, civic sense is very low. That’s why wherever they go, they behave the same way they think, without caring that they are in another country. They don’t care about respecting that country or adjusting to its culture. Instead, they try to impose their own culture everywhere. They want to create their own space everywhere and put their own things everywhere. But if foreigners come to India and live here permanently, they just do their work and live normally. Even if they do something publicly to promote their own culture, Indians will immediately go against them. But I haven’t seen the same reaction outside. People there should also oppose this; otherwise, Indians will really spread everywhere in the same way.
Identity Attack0.36702603
Insult0.16773392
Profanity0.062454045
Threat0.009644418
Severe Toxicity0.012359619
Low Tox 0.28547668 Constructive 0.67 Identity_Assertion
Feb 10, 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.