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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: "well this is what you …" 686 comments · Page 21 of 28
Most all of those "In"ternational students never spent a day at school. Well done !
Most all of those "In"ternational students never spent a day at school. Well done !
Identity Attack0.02128403
Insult0.026831545
Profanity0.012380436
Threat0.0060066585
Severe Toxicity0.0014305115
Low Tox 0.07212844 Moderate Con 0.38 Unverified_Claim
Dec 24, 2025 22 likes Deportations From Canada at Their …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, Skip, Doordash, etc., BUT...they are not using their legal name to apply for that instead they are using another person's account to do that job, whose account is legal and had been in the job for so many years. The connection between those people is not relevant to any gang or organizations but they operate like one, the advantage is both parties earn money while in their eyes is "legal". This is normal settings in my country(3rd world country), you have several taxis and you need to hire drivers to operate, its up to you if you're gonna hire legit drivers or not, the only difference is that the undocumented driver is cheaper. And how do I know these things, I work in a fastfood chain in Waterloo, you need to identify which order the driver will pickup and the delivery driver need to verify the order by the order number through the app but sometimes you can see the Account's photo is different from the delivery driver, so yeah, that's the gist of it. I have no idea why modern countries like Canada and America are so "dumb" or lack of critical thinking when it comes to crimes like this, but I guess people and politicians are the same all over the world. And now, they are bringing more people without checking their background, if there's any criminal record or such, oh yeah, speaking of that, how do you verify those records from another country if those records can be produced with 3rd party company in which an employee from a government institution is behind it to make it more look like it is legit.
Identity Attack0.025203101
Insult0.028392024
Profanity0.016889455
Threat0.0076119336
Severe Toxicity0.0020217896
Low Tox 0.07054565 Constructive 0.755
Sep 29, 2025 IRCC Names India in Study …
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
Identity Attack0.004920715
Insult0.03158728
Profanity0.013951761
Threat0.0067057298
Severe Toxicity0.0012302399
Low Tox 0.069754265 Moderate Con 0.371 Personal_Narrative
Oct 8, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
My family was given a stay at a 5 star hotel and we stepped passed veterans who are homeless and they dont get help . I live like a king have a large bank account …
My family was given a stay at a 5 star hotel and we stepped passed veterans who are homeless and they dont get help . I live like a king have a large bank account and have 3 different alias . My wife uses her maiden name as well her real name and her new name . Most families I know get average of 3850 per month free luxury hotel free food free clothes healthcare free tracfone and there is no need to work anymore . My family has almost enough for a new home already and only in country 5 months .THANK YOU Mr BIDEN
Identity Attack0.006992595
Insult0.029273475
Profanity0.025634222
Threat0.0066280556
Severe Toxicity0.0024604797
Low Tox 0.06896287 Constructive 0.775
Jul 19, 2021 How much do refugees and …
Well the roberies are payed by the gouvernment 500%
Well the roberies are payed by the gouvernment 500%
Identity Attack0.012641981
Insult0.0279513
Profanity0.019758832
Threat0.0069646453
Severe Toxicity0.001783371
Low Tox 0.06896287 Low Con 0.24
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Conservatives brought in a lot of people as well
Conservatives brought in a lot of people as well
Identity Attack0.026408968
Insult0.021159383
Profanity0.018802373
Threat0.009566744
Severe Toxicity0.0024223328
Low Tox 0.067380086 Moderate Con 0.363 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Well its not really India, its more like Punjab!
Well its not really India, its more like Punjab!
Identity Attack0.05089863
Insult0.019870255
Profanity0.026590679
Threat0.007974415
Severe Toxicity0.0032997131
Low Tox 0.067380086 Low Con 0.215
Jan 27, 2026 Inside Canada's Indian Invasion...
Well I can’t hire Mike and Matt because I have to hire Manjeet and Manpreet first from India.
Well I can’t hire Mike and Matt because I have to hire Manjeet and Manpreet first from India.
Identity Attack0.04693319
Insult0.020901557
Profanity0.014976538
Threat0.0078449575
Severe Toxicity0.0020503998
Low Tox 0.067380086 Moderate Con 0.361 Unverified_Claim
Oct 26, 2025 IRCC Names India in Study …
Lmao well lets gooo Canada 😂😂😂🇮🇳
Lmao well lets gooo Canada 😂😂😂🇮🇳
Identity Attack0.013445892
Insult0.019547975
Profanity0.04216301
Threat0.0074954215
Severe Toxicity0.003967285
Low Tox 0.06579731 Low Con 0.284 Solidarity
Feb 9, 2026 Inside Canada's Indian Invasion...
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
Same in Australia: Taxi company stated: Most of our drivers know the road rules. Well you can see we are heading towards Indian rules...
Same in Australia: Taxi company stated: Most of our drivers know the road rules. Well you can see we are heading towards Indian rules...
Identity Attack0.056582913
Insult0.01929015
Profanity0.013610168
Threat0.006977591
Severe Toxicity0.0018692017
Low Tox 0.06421452 Moderate Con 0.445 Comparative_Framing
Nov 3, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. …
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. Most people don't even know, unless you listen to the many that are in shelters and on social media, most have been told that Canada is a country which will pay you and cover all your housing. There is a code of silence which does not always come from inside Canada. It's the code on how to take advantage of a countries blindness by abusing it's Government financial Immigration and Refugee programs. 1. Make a claim, any claim as it will take years before Canada figures out your claim is false. If all does not go well, have a baby on the land. This way you can't be deported and the Canadian government will give you more money because you have a child. There are many more but I will not write them to place them into the open world but there are many more tactics of abuse, Student Visa is but one of them, the next is Migrants. If you are not near the system but you listen closely to the stories, you will hear the real truth and you will also hear the underground truth which people speak about behind closed doors.
Identity Attack0.022992345
Insult0.030154925
Profanity0.015147334
Threat0.0067963502
Severe Toxicity0.0018405914
Low Tox 0.06381883 Constructive 0.705 Unverified_Claim
Dec 24, 2025 4 likes Deportations From Canada at Their …
Like the video but please don't use the ai slop for visualizing I think we got the driving part of the video pretty well
Like the video but please don't use the ai slop for visualizing I think we got the driving part of the video pretty well
Identity Attack0.009693438
Insult0.018452216
Profanity0.028776871
Threat0.011741633
Severe Toxicity0.0034332275
Low Tox 0.06381883 Moderate Con 0.433 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Well its about time to ditch English as the official language.
Well its about time to ditch English as the official language.
Identity Attack0.041003603
Insult0.016860934
Profanity0.015659723
Threat0.008686432
Severe Toxicity0.0021266937
Low Tox 0.063423134 Low Con 0.156
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Where are they ? Well they are probably collecting welfare from Social Services the amount deposited in some bank accounts and they went back home transfering the funds to family and friends who are laughing …
Where are they ? Well they are probably collecting welfare from Social Services the amount deposited in some bank accounts and they went back home transfering the funds to family and friends who are laughing all the way to the bank
Identity Attack0.0058456613
Insult0.029714199
Profanity0.013917602
Threat0.005964585
Severe Toxicity0.0010728836
Low Tox 0.063027434 Low Con 0.265
Sep 30, 2025 IRCC Names India in Study …
You never confirmed that this is an actual scheme or just a robbery front --- they never saw your $6k, so they never had any reason to show you what might actually be happening. They …
You never confirmed that this is an actual scheme or just a robbery front --- they never saw your $6k, so they never had any reason to show you what might actually be happening. They very well might NOT be trafficking people to the US afaic... This ended before any real 'proof' was established.
Identity Attack0.004421244
Insult0.028722567
Profanity0.014464149
Threat0.00666042
Severe Toxicity0.0010585785
Low Tox 0.06263174 Moderate Con 0.357 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
well this is what you voted for...vote smart next time....
well this is what you voted for...vote smart next time....
Identity Attack0.0022383702
Insult0.028612386
Profanity0.011219022
Threat0.006602164
Severe Toxicity0.0011205673
Low Tox 0.062236045 Low Con 0.267 Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
well you do have to give people a chance to assimilate though, only thing is that sometimes people over there send them here to earn money and you have to admire that there is risk …
well you do have to give people a chance to assimilate though, only thing is that sometimes people over there send them here to earn money and you have to admire that there is risk of rejection for them as well and may be no picnic to move to a strange country just for money!.
Identity Attack0.029402243
Insult0.018710041
Profanity0.016889455
Threat0.0066798385
Severe Toxicity0.0015544891
Low Tox 0.06025757 Constructive 0.712
Oct 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton city government is not doing enough to integrate Indians into Canadian society. And by that I simply mean building closer relationships with the locals. More community events like festivals need to be held. Not …
Brampton city government is not doing enough to integrate Indians into Canadian society. And by that I simply mean building closer relationships with the locals. More community events like festivals need to be held. Not purely Indian festivals, but mixed culture festivals. That would build more understanding and friendlier relations. The earlier generations of Indian immigrants in this video look like they have integrated well identifying as both Indian and Canadian. That's the ideal, I feel.
Identity Attack0.05976611
Insult0.017743196
Profanity0.012551232
Threat0.006427396
Severe Toxicity0.001745224
Low Tox 0.059974585 Constructive 0.769
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by looking to the South.. We know it takes us goin out to the poles by the millions, to vote, in order to elect, who we think is best for the country,..but then we expect small groups, of only a few100, to be capable of affecting change, with such major, post electoral issues, as this. Make no mistake, this, Canada, has already become a completely different place,..it's no longer the home we knew and loved, as it was. All those aspects are gone. And this is just the beginning. Wars Will Happen, in our cities.. Yes I'm just some guy that was born here in Canada, 61yrs ago. What I'm saying, is what I've been seeing, for decades. Rules and guidelines, and laws, need to passed. If you come to a foreign country, to live,..you practice, and learn their ways, and become one with them. None of this Social Separation B.S...If you want to live as you did in the country you left, find a secluded island, or go back to where you came from. It,s not just illegals that are being a problem.
Identity Attack0.011839314
Insult0.028832749
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.001707077
Low Tox 0.058737632 Constructive 0.793 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Well managed? it costed us over 200 billions in taxes and only made life more costly! It also did put great stress upon the very same institutions our elites told us they the immigrants would …
Well managed? it costed us over 200 billions in taxes and only made life more costly! It also did put great stress upon the very same institutions our elites told us they the immigrants would work for
Identity Attack0.030691283
Insult0.01890341
Profanity0.011628932
Threat0.0064597605
Severe Toxicity0.0014591217
Low Tox 0.057748068 Moderate Con 0.472 Economic_Argument
Jun 21, 2025 How Canada broke its immigration …
well Canada is big, so the rest of Canada can welcome them, instead of just pointing the finger and not taking action. If the rest of Canada would have help Quebec that wouldn't be happening. …
well Canada is big, so the rest of Canada can welcome them, instead of just pointing the finger and not taking action. If the rest of Canada would have help Quebec that wouldn't be happening. But why doing something before it explode huh!?!
Identity Attack0.010729378
Insult0.020256994
Profanity0.0128245065
Threat0.012233571
Severe Toxicity0.0018405914
Low Tox 0.05725329 Constructive 0.544
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Yeah well, it never should have been like this to begin with! This cost should be covered by liberals since it's their policies costing us!
Yeah well, it never should have been like this to begin with! This cost should be covered by liberals since it's their policies costing us!
Identity Attack0.012943448
Insult0.024897853
Profanity0.01220964
Threat0.006809296
Severe Toxicity0.0012397766
Low Tox 0.05725329 Low Con 0.285
Dec 26, 2025 Deportations From Canada at Their …
Employers should be aware of SINs before hiring people. I am also an immigrant, but my dad worked hard as a skilled worker to bring us here to Canada. I pay my duly taxes monthly …
Employers should be aware of SINs before hiring people. I am also an immigrant, but my dad worked hard as a skilled worker to bring us here to Canada. I pay my duly taxes monthly and yearly. So I find it unfair when people work under the table. However, I've noticed that some students, who never attend their classes, end up in high positions with well-paying jobs at big companies. Meanwhile, I can't count how many refugees and immigrants are in low-income brackets, receiving 100% coverage for their medication and a monthly allowance from the government. In contrast, Canadian senior citizens still have to pay 20-30% of their medication costs and don't get the same privileges when it comes to their essentials. It frustrates me that the government makes our senior citizens suffer at retirement age, even after they've worked so hard for so many years. Yet they still struggle to pay for their own medication and necessities. I've encountered many rude refugees and people on income support from other countries who feel entitled to special treatment just because they are under government programs. Ironically, some of them come wearing luxury clothes and bags—like Gucci and Louis Vuitton. As I said, I am an immigrant too, but my heart goes out to those who have fully earned the support and benefits they deserve.
Identity Attack0.027011903
Insult0.024768941
Profanity0.01402008
Threat0.006543908
Severe Toxicity0.0014591217
Low Tox 0.05725329 Constructive 0.87 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
The number of immigration has skyrocketed in 2024 and prior years at record high as well. So these deportations balances it out. The downside of it tho is that tax payer money is used to …
The number of immigration has skyrocketed in 2024 and prior years at record high as well. So these deportations balances it out. The downside of it tho is that tax payer money is used to deport many of them.
Identity Attack0.02821777
Insult0.0154929245
Profanity0.011236101
Threat0.008129764
Severe Toxicity0.0013828278
Low Tox 0.05725329 Constructive 0.55
Dec 23, 2025 3 likes Deportations From Canada at Their …

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.