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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: "This is the work of …" 1,725 comments · Page 28 of 69
I personally know ppl who got into Canada on fake docs as a student, signed up for some bogus, dumbed down course and after getting his work permit and PR, his GF has gotten into …
I personally know ppl who got into Canada on fake docs as a student, signed up for some bogus, dumbed down course and after getting his work permit and PR, his GF has gotten into Canada the same way, taking advantage of Canada's corrupt immigration system that is full of loopholes to exploit. Colleges are crying after their "lost revenue, Don't feel sorry for any of them! They are already rich from the international students whom paid triple tuition, while your daughter can't get into a college. The IRCC needs to STOP issuing work permits and residency to international students. Once graduated, needs to go back home..
Identity Attack0.08004672
Insult0.24928534
Profanity0.04742365
Threat0.0072882893
Severe Toxicity0.0066375732
Low Tox 0.28425202 Constructive 0.615 Personal_Narrative
Sep 29, 2025 51 likes IRCC Names India in Study …
Northern health in prince rupert has hired at least 18 east Indians. Look at security making $33.00 an hour they sleep all night. Fix it .deport all. So Canadians can work. They wear there turbins, …
Northern health in prince rupert has hired at least 18 east Indians. Look at security making $33.00 an hour they sleep all night. Fix it .deport all. So Canadians can work. They wear there turbins, go back. The government, sold Canadians out
Identity Attack0.2839175
Insult0.08410009
Profanity0.019007329
Threat0.030969119
Severe Toxicity0.00957489
Low Tox 0.28425202 Moderate Con 0.386
Aug 25, 2025 Why Canadians Are Turning Against …
99% of the India MBA international students from Vancouver West College are working in Tim Hortons, underground constructions, security guards… Liberals should be hold responsible for their changes of policies and incompetence
99% of the India MBA international students from Vancouver West College are working in Tim Hortons, underground constructions, security guards… Liberals should be hold responsible for their changes of policies and incompetence
Identity Attack0.11860296
Insult0.25007802
Profanity0.016547862
Threat0.0068999166
Severe Toxicity0.0041007996
Low Tox 0.28312725 Low Con 0.244 Unverified_Claim
Oct 1, 2025 12 likes IRCC Names India in Study …
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying …
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying to escape poverty, poverty which again the same Europeans created in their nations too. Relax. Go to sleep. This is merely Karma at work. If you want anyone out, FIRST look at the mirror and volunteer to leave if you see a pale face there.
Identity Attack0.1808059
Insult0.16195811
Profanity0.020032106
Threat0.1115629
Severe Toxicity0.010604858
Low Tox 0.28312725 Moderate Con 0.405 Moral_Argument
Oct 6, 2025 IRCC Names India in Study …
Beautiful thing about we Hindus or Sikhs is that we don't enforce our culture to anyone. If it was Islam, Brampton would have become a no go zone or a mini Islamic country. You might …
Beautiful thing about we Hindus or Sikhs is that we don't enforce our culture to anyone. If it was Islam, Brampton would have become a no go zone or a mini Islamic country. You might ask me, why don't they assimilate with locals? Well, we are culturally different and our skin colours are different. Assimilation at large scale requires common ground. In work places, people assimilate but Race Mixing at large scale is also not good for the society. It's very sad to see white people being homeless, Build a community of your own, look after one another. To be honest, you guys have destroyed your family structure in the name of individualism, feminism etc...
Identity Attack0.36273825
Insult0.08459369
Profanity0.07223598
Threat0.011586283
Severe Toxicity0.010986328
Low Tox 0.2820025 Constructive 0.753 Identity_Assertion
Dec 24, 2025 Inside Canada's Indian Metropolis (Brampton)
We All Need To Unite As One Work Together And Go Back At Trump trudope carney singh arrest them and world gets better 😅😅
We All Need To Unite As One Work Together And Go Back At Trump trudope carney singh arrest them and world gets better 😅😅
Identity Attack0.02128403
Insult0.11464815
Profanity0.035399333
Threat0.1954604
Severe Toxicity0.010986328
Low Tox 0.2820025 Low Con 0.283 Call_To_Action
Feb 20, 2026 Canadian immigration officers investigating hundreds …
I resonate with the guy at 10:55. The Hispanics have most of the jobs here in Florida and they all speak Spanish among themselves at work, totally disrespecting you the English speaking American. I think …
I resonate with the guy at 10:55. The Hispanics have most of the jobs here in Florida and they all speak Spanish among themselves at work, totally disrespecting you the English speaking American. I think they intentionally do it with the hopes that employees from other races will quit. It's really, really bad here in Florida.
Identity Attack0.35624164
Insult0.08212569
Profanity0.039407436
Threat0.008285114
Severe Toxicity0.0074386597
Low Tox 0.2820025 Constructive 0.755
Oct 28, 2025 1 likes Why Canadians Are Turning Against …
They are not missing, Indian everywhere , they are working at Walmart and Tim Hortons and all the cell phone retail outlets especially when the supervisor and manager are Indian, they will only hire their …
They are not missing, Indian everywhere , they are working at Walmart and Tim Hortons and all the cell phone retail outlets especially when the supervisor and manager are Indian, they will only hire their Indian friends and relatives.
Identity Attack0.36702603
Insult0.07808672
Profanity0.023789622
Threat0.008220384
Severe Toxicity0.0075531006
Low Tox 0.28087774 Moderate Con 0.465 Unverified_Claim
Oct 2, 2025 1 likes IRCC Names India in Study …
i think theres not one white person working in a fast food restaurant in the whole of ontario..
i think theres not one white person working in a fast food restaurant in the whole of ontario..
Identity Attack0.32184324
Insult0.06319981
Profanity0.02836696
Threat0.007974415
Severe Toxicity0.0074768066
Low Tox 0.28087774 Moderate Con 0.315 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is truly becoming India. I am from the states and just visited Toronto during a work trip. Starting from airport, most people working there are INDIANS, then got to the city center. Oh boy, …
Canada is truly becoming India. I am from the states and just visited Toronto during a work trip. Starting from airport, most people working there are INDIANS, then got to the city center. Oh boy, It was an Indian CITY.
Identity Attack0.36702603
Insult0.08582769
Profanity0.025634222
Threat0.0071588317
Severe Toxicity0.010070801
Low Tox 0.27975297 Constructive 0.591
Oct 10, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Dont hate indians , hate those who came here illigally, we pay 8 times more tution fees as canadian pays , we goes and work in those places where its hard to survival in -40*c …
Dont hate indians , hate those who came here illigally, we pay 8 times more tution fees as canadian pays , we goes and work in those places where its hard to survival in -40*c temperatures . So throw those who have bad intentions it could be white, black, brown . But dont hate or taget only one community because that wont solve the problem . Try to create more jobs and make housing affordable and make canada better place to live on. Thanks
Identity Attack0.31307843
Insult0.082372494
Profanity0.028093686
Threat0.010835429
Severe Toxicity0.009841919
Low Tox 0.27975297 Constructive 0.671 Moral_Argument
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We as Canadians are having a hard time finding work as the Liberals are killing people off the English speaking culture.
We as Canadians are having a hard time finding work as the Liberals are killing people off the English speaking culture.
Identity Attack0.23542951
Insult0.0820023
Profanity0.025360947
Threat0.1575099
Severe Toxicity0.008392334
Low Tox 0.27975297 Moderate Con 0.365 Economic_Argument
Feb 6, 2026 1 likes Why Canadians Are Turning Against …
Anywhere where there are security guards...and they are predominantly brown/indian....they speak in their language at work in public with customers around
Anywhere where there are security guards...and they are predominantly brown/indian....they speak in their language at work in public with customers around
Identity Attack0.35299334
Insult0.07491849
Profanity0.047674157
Threat0.008013252
Severe Toxicity0.008354187
Low Tox 0.27750343 Low Con 0.268
Oct 3, 2025 1 likes Why Canadians Are Turning Against …
This country is full of colleges that hand out diplomas for everything. next thing you know, there’ll be a degree in ass-wiping, who is responsible ? Ministry of Education, Immigration or both? The CRA also …
This country is full of colleges that hand out diplomas for everything. next thing you know, there’ll be a degree in ass-wiping, who is responsible ? Ministry of Education, Immigration or both? The CRA also needs to investigate the benefits some employers, especially large corporations, are abusing. They receive massive tax breaks for hiring students, yet some of these students barely work or are barely given shifts.
Identity Attack0.015958117
Insult0.08508729
Profanity0.2453505
Threat0.00780612
Severe Toxicity0.008735657
Low Tox 0.2763787 Moderate Con 0.459 Policy_Critique
Oct 3, 2025 1 likes IRCC Names India in Study …
new immigrants should only be allowed to work in construction building houses. thats it. immigrants should NOT be allowed to work in IT or any white collar jobs. immigrants should NOT be allowed to buy …
new immigrants should only be allowed to work in construction building houses. thats it. immigrants should NOT be allowed to work in IT or any white collar jobs. immigrants should NOT be allowed to buy houses unless they build the house themselves by their own hands. immigrants should be increasing the housing supply, not decreasing it. immigrants should be required to build at least 1 house during their first year in canada, or be deported. only immigrants who have some experience working in construction can be allowed in. we should only accept young immigrants under 32, because only young people will assimilate. for those over 32 years old, must be rejected because they are too old and wont assimilate. immigrants should not be allowed into universities, theres no space and tuition is too high. only canada born canadians can attend universities. immigrants must also have a minimum net worth of $50K. their total assets of stocks, crypto, house, car, etc., must be at least $50K or deport. we dont need anymore poor immigrants!
Identity Attack0.3043136
Insult0.08582769
Profanity0.025087673
Threat0.012130005
Severe Toxicity0.011062622
Low Tox 0.2763787 Moderate Con 0.382
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two …
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two from us?
Identity Attack0.27914262
Insult0.15343215
Profanity0.046171114
Threat0.007197669
Severe Toxicity0.0064849854
Low Tox 0.2763787 Moderate Con 0.454
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Atleast they work, unlike the joos.
Atleast they work, unlike the joos.
Identity Attack0.19693321
Insult0.21602537
Profanity0.12158839
Threat0.0077802283
Severe Toxicity0.009269714
Low Tox 0.2763787 Low Con 0.215 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada RIP, but no worries after Carney drives the country into the ground, we will rise from the ashes as Brookfield LLP , New flag to come in the future..Then as supreme leader he will …
Canada RIP, but no worries after Carney drives the country into the ground, we will rise from the ashes as Brookfield LLP , New flag to come in the future..Then as supreme leader he will have his slaves working for a dollar day.
Identity Attack0.08749158
Insult0.16875735
Profanity0.023789622
Threat0.015256803
Severe Toxicity0.006752014
Low Tox 0.2763787 Low Con 0.253 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I actually worked at Tim Hortons(I'm a white guy), and there were literally so many Indians that they'd order each other around in Hindi. They'd only speak English to me and the customers. I had …
I actually worked at Tim Hortons(I'm a white guy), and there were literally so many Indians that they'd order each other around in Hindi. They'd only speak English to me and the customers. I had a shift coordinator in fact who would reflexively give me orders in Hindi, and would get a little ticked off and repeat it in Hindi, and then when it clicked that I'm the only non-Hindi speaker there, he'd give 1 word orders like "Garbage" or "Sinks". The owner of the Tim Hortons also said that if I was a little slow or needed extra training, they wouldn't fire me because they don't like to keep rotating workers around, and instead would rather just retrain them. I was a tad bit slow(only because I was precise and not violating health and safety standards), and they fired me in like 10 seconds. Like my second monthly review, I was fired. I have a feeling it largely had to do with the fact that I was not Indian and didn't speak Hindi, so therefore the shift coordinators had less tolerance for me.
Identity Attack0.27914262
Insult0.16831873
Profanity0.20483992
Threat0.015429466
Severe Toxicity0.014059683
Low Tox 0.2763787 Constructive 0.757 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
WHY DON’T THEY DO THEIR WORK AND ACTUALLY CONFIRM WHETHER SOME FAKE STUDENT FROM INDIA WHOSE NOW ILLEGALLY OVERSTAYING IN CANADA IS ACTUALLY NONCOMPLIANT? DO WHAT WE PAY YOUR FOR YOUR ACTUAL JOBS
WHY DON’T THEY DO THEIR WORK AND ACTUALLY CONFIRM WHETHER SOME FAKE STUDENT FROM INDIA WHOSE NOW ILLEGALLY OVERSTAYING IN CANADA IS ACTUALLY NONCOMPLIANT? DO WHAT WE PAY YOUR FOR YOUR ACTUAL JOBS
Identity Attack0.25986546
Insult0.15236975
Profanity0.020510335
Threat0.007417747
Severe Toxicity0.00667572
Low Tox 0.2763787 Low Con 0.261
Sep 30, 2025 IRCC Names India in Study …
I have nothing against Indians or Punjabis. Every culture has its good and not so good. The biggest issue is the Indian government warned that Canada is taking in many scammers and criminals with false …
I have nothing against Indians or Punjabis. Every culture has its good and not so good. The biggest issue is the Indian government warned that Canada is taking in many scammers and criminals with false documents and Canada not only made them welcome but also let them enter politics, police, government positions many with just PR and not even citizenship holders. How can an India citizen with Canadian Residency work as a customs officer or police with no Canadian citizenship?
Identity Attack0.28622448
Insult0.1640896
Profanity0.02119352
Threat0.0074306927
Severe Toxicity0.0064086914
Low Tox 0.27525392 Constructive 0.726 Policy_Critique
Jan 27, 2026 160 likes Inside Canada's Indian Invasion...
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in …
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in which the people coming sometimes do know the fruad going on through the government and seem to tihnk they are entitled. But not their fualt at the end of the day.. And the only thing I would be angry about is, one if I was already living there and there wasnt some vote to let it happen. And in that case, if there was, then its really on the community for not saying no. But no, the trouble is when we hear and they pay no taxes, but this 3 times disabled dude whos worked 20 years already and paid, doesnt get any help. Yeah, thats appearantly here in America and Canada. Is their a reason our governments cannot do this proper and with class?
Identity Attack0.28034934
Insult0.10148193
Profanity0.16078159
Threat0.031314444
Severe Toxicity0.014511578
Low Tox 0.27525392 Constructive 0.832 Policy_Critique
Dec 27, 2025 Inside Canada's Indian Metropolis (Brampton)
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about the illigal immigrants and I totally agree that all the illigal immigrants should not only be deported but should also be punished strictly and I get it that it's frustrating that people are not following the rules or people are doing bad stuff there but the thing is not only the content but also the intent behind the making and releasing this video, you could have mentioned illigal immigration but you choose to use words like Indian invasion and giving a name to a specific event would cause racism and hate towards the community as well as for the country, The way you showed the clips of specific people showing middle finger in cars I can show a tons of videos of native candains doing the same thing but then it's morally wrong because everyone's not same, same way just check out there's a lot of people who does bad things in public who are the citizens of Canada and who are doing bad stuff, imagine I make a video saying that "The stupid canadians who doesn't follow rules" that video will also show partial truth of some Canadians doing stupid things but associating Canada's name would spread racism against them which is wrong, same way you could've made a video on illigal immigrants who came from india but you choose to get more engagement by using racist terms and things which will make people think that all indians are same, in conclusion I just want to say that in america the highest earners are American-indians and I really thank us government for giving opportunities to them but they not only worked hard for those opportunities but they also worked more then the Americans to get to the top, if the America would have a better person to be the ceo of Google then sundar pichai must have been in india but since he's the best he's at the top same way every american-indian or legal immigrants not only worked hard to get there but also worked more to reach where they are, YOU HATE US, CAUSE YOU AIN'T US. (If you have talent skills and passion come to India and try to become ceo of Reliance industries or TATA group and if you really manage to do it I will not only say sorry but I will myself get all the Indians out of Canada) ✌️♌
Identity Attack0.27991617
Insult0.16337912
Profanity0.07514556
Threat0.058826666
Severe Toxicity0.014382465
Low Tox 0.27525392 Constructive 0.818 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
I am an immigrant,I never abused the system, never took what was not mine, I worked hard and I am nurse, I waited four years to purchase my dream car and 2 months in, the …
I am an immigrant,I never abused the system, never took what was not mine, I worked hard and I am nurse, I waited four years to purchase my dream car and 2 months in, the person who don’t use road codes or stop light hit my car! I worked hard and I am kind and respectful…. People who steal DAILY gets a slap on their wrist and gets their Canadian citizenship right away. I don’t eat or drink and place my cup on store shelves with clothes that other people are about to purchase. Canada is not safe anymore! All the jobs are going to a set of immigrants who acts like pigs! Driving in the dowtown area, u have to keep your foot on the break because there WILL be about 20 bikes that will ride in front of your car without notice . I work so hard and sometimes it’s so overwhelming, the last time this got to me…. I had to go and take a little vacation…. No I could not afford it but it’s better than getting stressed out because Canada is becoming a 3rd world country!!! There are HONEST people who work so hard and cannot afford anything , not even their rent! WE ARE FED UP, it is not the older immigrants, it is the new ones that are destroying the country and turning it into trash!
Identity Attack0.09741807
Insult0.15698463
Profanity0.060951006
Threat0.2330281
Severe Toxicity0.016383713
Low Tox 0.27525392 Constructive 0.691
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
(Flees gang violence, applying for Asylum) _ Creates and joins gangs in Canada when they arrive. Becomes liasons for the old gangs they fled from. Their community fears the police... (because back where they are …
(Flees gang violence, applying for Asylum) _ Creates and joins gangs in Canada when they arrive. Becomes liasons for the old gangs they fled from. Their community fears the police... (because back where they are from, the Police is corrupt and works with gangs.) Thus they perpetuate the cycle by not calling out the individuals and help gang-busting units. Canada then starts enabling this. By kid-gloving migrants, non-permanent residents, Visa holders. Judges arent helping either. BAIL, BAIL, BAIL $$$. And thus Crime is imported. Religious extremists call out xyz-phobia. Etc... I was told that my struggles, my hard work. My self-imprivement and all of the trials I got througb are "A priviledge" that I have it better than xyz. And I get demeaned for my skin colour, and that I was born in Canada so I (must have is good) _ right? As a french-Canadian. English Canadians shit on me. As a woman, I get judged as a Tomboy and asked if I'm a Lesbian (no. I just like video games and Cars), and get judged by my skin whenever I claw myself out of a challenge or find some stability and happiness. Colonizer, slaveowner, cracker, priviledged, cooshie, freerider, racist, kkk, nazi. White supremacist, faschist, etc... Its enough to infuriate anyone. And you'd think we got away from being racist. Of using slanderous namecalling. Its depressing.
Identity Attack0.16993292
Insult0.20668297
Profanity0.02344803
Threat0.02803385
Severe Toxicity0.008735657
Low Tox 0.27412915 Constructive 0.648
Aug 25, 2025 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.