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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 work for an Indians …" 498 comments · Page 6 of 20
Indians are selling fake work permits, fake driver license, and fake security licenses...please investigate..these people!!!!
Indians are selling fake work permits, fake driver license, and fake security licenses...please investigate..these people!!!!
Identity Attack0.48949075
Insult0.336253
Profanity0.07514556
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.296 Unverified_Claim
Feb 19, 2026 4 likes Inside Canada's Indian Invasion...
Let's just be honest. Bringing loads of Africans into a country is intended to destroy it. Indians assimilate well & are typically polite & willing to work...the opposite of Africans.
Let's just be honest. Bringing loads of Africans into a country is intended to destroy it. Indians assimilate well & are typically polite & willing to work...the opposite of Africans.
Identity Attack0.53446084
Insult0.2659317
Profanity0.098067984
Threat0.035803676
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.384 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is indians phase other races out , especially in work
The problem is indians phase other races out , especially in work
Identity Attack0.5135796
Insult0.24928534
Profanity0.1631077
Threat0.012647836
Severe Toxicity0.023411209
Moderate 0.4269174 Low Con 0.276 Identity Attack
Sep 20, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and …
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and then he laughed about it and I got pissed. I said something about it and I told my boss he's not even supposed to be working here and my boss told me to mind my business. That's what's going on in Canada. Also these clowns that say that they are a benefit to Canada obviously aren't having their field of work crushed by too many people so you're easily replaceable. When you are easily replaceable your company no longer values you even if you are amazing at your job. They might be a financial benefit to companies and other Indians but they are not a benefit to Canadians. They only shop at Indian businesses and only deal with Indians in all aspects of their life. They refused to deal with Canadians and Canadian companies. They are cutting us out and being racist and discriminatory towards Canadians in Canada. That's ridiculous and we should stop it
Identity Attack0.1007269
Insult0.48627716
Profanity0.22562476
Threat0.012699619
Severe Toxicity0.014898917
Moderate 0.4269174 Constructive 0.707 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I'll take Indians over Somalis any day of the week at least Indians WORK instead of stealing welfare like in Minnesota
I'll take Indians over Somalis any day of the week at least Indians WORK instead of stealing welfare like in Minnesota
Identity Attack0.50125694
Insult0.28586254
Profanity0.10920923
Threat0.051391184
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.366 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
No matter how much you guys hate us Indians but it is a reality that your big companies need an Indian guy to work because you all are either not qualified enough for any job …
No matter how much you guys hate us Indians but it is a reality that your big companies need an Indian guy to work because you all are either not qualified enough for any job in your own country or soo busy in just hating black people/white people (in short racism) Today we are capable enough to take over any job in any country that's the reason of all this hate coming towards us 😂 And I know there are some people who lack civic sense in general but come on have you seen your people? It is common everywhere but you guys are soo jealous of Indians that you are just ready to target us
Identity Attack0.44690517
Insult0.3388922
Profanity0.25915453
Threat0.038911607
Severe Toxicity0.023927659
Moderate 0.42568782 Constructive 0.56 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Funny ! How this guy is calling it as a " INVASION " when all of these indian people entered canada legally and assimilated into canadian culture . I reguard this vlog as an disgusting …
Funny ! How this guy is calling it as a " INVASION " when all of these indian people entered canada legally and assimilated into canadian culture . I reguard this vlog as an disgusting attempt to smear and tarnish the reputation of Good honest and hard working south asians .
Identity Attack0.4482637
Insult0.39743927
Profanity0.07708528
Threat0.00933372
Severe Toxicity0.018449519
Moderate 0.41910073 Constructive 0.573 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
8:47 this guy is full of contradictions he says they dont work and immediately says they work for indians and then says uber. He puts the classic prejudiced blanket "they are dirty people". "hotels and …
8:47 this guy is full of contradictions he says they dont work and immediately says they work for indians and then says uber. He puts the classic prejudiced blanket "they are dirty people". "hotels and places to stay" is absurd that's misinformation, they neve get free hotels those are for europe and african refugees the indians temporarily move into overcrowded houses or apartments until they familiarize with the new country so they can minimize sky high rents and find friends and support but eventually move to their own condos as soon as they finish their courses and land jobs. Funniest of all 8:59 He says "they roam naked?" never saw indians naked here the only person naked is you man. Get well soon.
Identity Attack0.3825363
Insult0.35677677
Profanity0.2268346
Threat0.023026628
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.631 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Theres a difference between Indians and Khalistanis Indians come to work in other countries, Khalistanis are considered terrorists in India
Theres a difference between Indians and Khalistanis Indians come to work in other countries, Khalistanis are considered terrorists in India
Identity Attack0.50125694
Insult0.3126888
Profanity0.16264248
Threat0.03373172
Severe Toxicity0.023270357
Moderate 0.41168427 Moderate Con 0.349 Identity Attack Identity_Assertion
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Mostly white people abuse the system. Even Charlie Kirk as said Chinese and Indians work harder in our great country USA USA USA
Mostly white people abuse the system. Even Charlie Kirk as said Chinese and Indians work harder in our great country USA USA USA
Identity Attack0.49855098
Insult0.24561718
Profanity0.104876526
Threat0.009696201
Severe Toxicity0.018578632
Moderate 0.41168427 Moderate Con 0.45
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their …
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their neighborhood clean and work only on clash, then it’s the system’s fault and pole hole that is letting them exploit it, fix the system. And why the heck the Gov letting immigrants in if it’s doing no good to the country. Simply because left a gov that will put a stop to immigration.
Identity Attack0.40158966
Insult0.35161978
Profanity0.3351773
Threat0.029587816
Severe Toxicity0.023317307
Moderate 0.40614098 Constructive 0.517
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left …
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left out for weeks loud music and fireworks til 3am--- on weekdays. Cars been hit twice in past 5 years-- both Indians. Indians work everywhere--so, service quality everywhere you go has dropped severely---- community isn't a community anymore.
Identity Attack0.46050715
Insult0.344702
Profanity0.05393682
Threat0.009566744
Severe Toxicity0.021419114
Moderate 0.4014846 Constructive 0.656 Fear_Threat
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
I barely see a canadian working a minimum job.. and I know its not because they are not applying. They simply want to hire mainly Indians because they know they will work even on holidays. …
I barely see a canadian working a minimum job.. and I know its not because they are not applying. They simply want to hire mainly Indians because they know they will work even on holidays. Its disgusting. Even immigrants for example Caribbean or african descent are having trouble finding a regular job here. Its all given to Indian people. Once one gets hired, they choose to only hire them and their friends.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07514556
Threat0.0077802283
Severe Toxicity0.016706496
Moderate 0.4014846 Constructive 0.583
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
8 years almost 9 I’m renewing work permits and waiting for permanent resident , something is not right . Black and Indians getting papers , white guy have problems . Im tired
8 years almost 9 I’m renewing work permits and waiting for permanent resident , something is not right . Black and Indians getting papers , white guy have problems . Im tired
Identity Attack0.49032792
Insult0.24928534
Profanity0.104876526
Threat0.013528148
Severe Toxicity0.022710243
Moderate 0.4014846 Constructive 0.538
Oct 1, 2025 1 likes IRCC Names India in Study …
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years …
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years ago, when Canada was being formed what would the title be????Inside Canada's European Invasion...😆😆. Why just Canada? Over two-third of the world would be sending you curses as you didn't let a single place alone out of your eagle grade eyes and claws(but only if there was youtube back then). Now you are sulking and whining when others give you a taste of your medicine. Learn to deal with it!!! Europeans never brought a civilization of peace and tranquility to this country either, atleast Indians bring some colors,dynamism,entrepreneurship and hard work which aids its economy.
Identity Attack0.31015682
Insult0.40243408
Profanity0.26735115
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.472 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved …
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved them?!?!? And when they come for work etc. You are OFFENDED?! Pay for your previous sins bro!
Identity Attack0.38826546
Insult0.3388922
Profanity0.14666493
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.478 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Identity Attack0.48915586
Insult0.24928534
Profanity0.040158957
Threat0.008867673
Severe Toxicity0.021031776
Moderate 0.4014846 Constructive 0.643 Unverified_Claim
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
So sad this made all Indians look bad! They all have to work together to make it a better place to live! Improvement is necessary! Calgary is getting worst too. They drive BMW and Mercedes …
So sad this made all Indians look bad! They all have to work together to make it a better place to live! Improvement is necessary! Calgary is getting worst too. They drive BMW and Mercedes and many of them did 50-100km over the speed limit. I wish there are more cameras around to catch these ugly drivers. Too much freedom is going to create more criminal!
Identity Attack0.3758158
Insult0.40243408
Profanity0.098377466
Threat0.017156094
Severe Toxicity0.016383713
Moderate 0.4013387 Constructive 0.626 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
A lot of colleges in Canada is fakes and these Indians some don't go to school is work
A lot of colleges in Canada is fakes and these Indians some don't go to school is work
Identity Attack0.46028158
Insult0.3388922
Profanity0.098067984
Threat0.007534259
Severe Toxicity0.01754573
Moderate 0.39987978 Low Con 0.275 Unverified_Claim
Feb 7, 2026 Inside Canada's Indian Invasion...
we have a very similiar in geelong australia if u r white no work unless u r indian
we have a very similiar in geelong australia if u r white no work unless u r indian
Identity Attack0.4887047
Insult0.24424846
Profanity0.14930901
Threat0.013010317
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.517 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the best. Those who do not contribute to society and merely leech off of it are the true dregs. That applies the same to a white man with needles harassing people under a bridge and a black man in a hoodie and mask robbing a convenience store (non-Indian stereotypes) as it does to any immigrant who hops the border and expects this country to fund their way. That said, there have been far too many immigrants in the last decade, regardless of origin. I've lived in my small town in BC for 37 years and somehow I cannot get a family doctor (I visit all of the local clinics annually and am on the provincial waiting list) while a lot of newer residents seem to have a doctor within months of moving here. I am glad I bought my house when I did, I would not be able to afford one today. I am not against legal immigration, just slow it down so the infrastructure can support it and properly vet those who apply. The system for deportment currently employed in the US is far too hastened and imperfect for my liking but the lack-of-a-system (or heck, acknowledgement) that this is even an issue by the current and previous Canadian governments is equally as concerning (arguably more, other folks can debate the politics of it).
Identity Attack0.4482637
Insult0.36798462
Profanity0.16869035
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.828 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
You gotta realize nobody wants to work at Tim Hortons White people don’t wanna work at Tim Hortons. They only hire Indian people because Indian people have no choice white people will show up late …
You gotta realize nobody wants to work at Tim Hortons White people don’t wanna work at Tim Hortons. They only hire Indian people because Indian people have no choice white people will show up late get drunk randomly quit.
Identity Attack0.46028158
Insult0.24928534
Profanity0.16078159
Threat0.030969119
Severe Toxicity0.02116089
Moderate 0.3977292 Moderate Con 0.389 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. So then those same Indians grouped together and created their business for their own and now you complain we do not assimilate. Dude clean your own backyard before complaining about others. If they do not work why there are no Indian homeless. They worked hard, harder your 5 generations combined thats why they were able to build houses. Their bathrooms are bigger then your bedrooms. If now have something to complain you are free to leave the country. so at 3:00 he is saying, it does not cost illegals a penny to go to hospital. How many illegals has he smuggled into Canada. Any person in Canada without the provincial insurance has to pay everything out of pocket. I just got my dads blood work done today and he is on a visitor visa. It costed me $750 dollars, and before that just a walk in visit costed me $$175 dollars. And about paying taxes, I garuntee you a single houshold of Indians pay more in Taxes than a whole street of these white shit heads. The amount of myths they have created around immigrants is astonishing. There is is a reason conservatives loves the poor and the uneducated. You can clearly see the stark difference between how a Canadian born and raised person is speaking about other and how an immigrant is speaking about others and distributing free food and serving the society. THe people who have never tried to help anyone will always be jealous of those who help and prosper. We did not came from broken country, we just came here for a little better life which we have gotten with our hardwork and we owe nothing to these half ass naked shit rags complaining about immigrants when they themselves are either one or descendants of immigrants.
Identity Attack0.46028158
Insult0.33998606
Profanity0.08290444
Threat0.011974656
Severe Toxicity0.02116089
Moderate 0.3974717 Constructive 0.587
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Hey Taylor I know your trying to save your country s culture way of living and so much good things but you don't have right to misinformation about Indian what we do with you we …
Hey Taylor I know your trying to save your country s culture way of living and so much good things but you don't have right to misinformation about Indian what we do with you we are hard working not to capture your country on more thing in your video some scenes about khalistani terrorist 😮 1:21 1:21
Identity Attack0.381025
Insult0.24171697
Profanity0.11725569
Threat0.05171447
Severe Toxicity0.023076924
Moderate 0.3972142 Constructive 0.674 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Hoho do i have a story to tell you. I rented out part of my shop to east indians. Cabinet shop. They had 5 guys. Turned out they were all on student visas but they …
Hoho do i have a story to tell you. I rented out part of my shop to east indians. Cabinet shop. They had 5 guys. Turned out they were all on student visas but they worked minday to saturday 10 hours a day. Of course none of them went to school instead they tuned in on their phone online to the school and put the phone doen and continued to work. Then i had enough ans kicked them out. Some of those guys didnt even get paid and their boss was just laughing at them. East indians are just as scammy as they are on the phone. Void all active student visas or make them pay a 100k like under trump.
Identity Attack0.44690517
Insult0.37392882
Profanity0.2268346
Threat0.03649433
Severe Toxicity0.023076924
Moderate 0.3972142 Constructive 0.594
Sep 30, 2025 IRCC Names India in Study …

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.