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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 4 of 28
Well we know the government isn't gonna do a damn thing as they're the ones that let them come here
Well we know the government isn't gonna do a damn thing as they're the ones that let them come here
Identity Attack0.073429056
Insult0.31740165
Profanity0.5188411
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.4977744 Low Con 0.243 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
IDK I wouldn't mind a Sikh or Hindu immigration problem, as long as they all eventually assimilated to the Canadian way of life. They should be happy they're not Muslim refugees. Though I notice they …
IDK I wouldn't mind a Sikh or Hindu immigration problem, as long as they all eventually assimilated to the Canadian way of life. They should be happy they're not Muslim refugees. Though I notice they have those undesirables in Canada as well.
Identity Attack0.5913144
Insult0.41530323
Profanity0.10023434
Threat0.01187109
Severe Toxicity0.02373986
Moderate 0.49139655 Constructive 0.595 Identity Attack Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The government is useless I can't believe you guys allow this🤦🏽‍♀️So what is Canada to you guys? Your pockets??💰 These people already have a home there's no need for them to bring their home. There's …
The government is useless I can't believe you guys allow this🤦🏽‍♀️So what is Canada to you guys? Your pockets??💰 These people already have a home there's no need for them to bring their home. There's nothing wrong with practicing in your home. If the tables were to turn if Canadians came to do the same to their country they would flip. Which is easy for the Muslim to do the same 🤔 All they're doing is setting an example by teaching their children to hate even more. Segregation, dominance, and arrogance is not the way in Canada. Every Nation comes here just as they come here as well too. If they miss their home so bad go back!!! No need for this terrible 😔
Identity Attack0.4508763
Insult0.5130944
Profanity0.12639372
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.4850187 Constructive 0.591 Insult Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has always been an immigration and political sh*t show from inception, only now reality is catching up and showing its true colors. Go ask the First Nations what they think of "real Canadians" complaining …
Canada has always been an immigration and political sh*t show from inception, only now reality is catching up and showing its true colors. Go ask the First Nations what they think of "real Canadians" complaining about immigration and cultural genocide. It's game over and well deserved, sorry to say that baby boomers who took took took and gave nothing back.
Identity Attack0.37082586
Insult0.4534306
Profanity0.4381921
Threat0.02181799
Severe Toxicity0.024725812
Moderate 0.4838166 Moderate Con 0.368 Moral_Argument
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Well, if the rcmp would catch these ppl and the feds and woke judges wouldn't give these ppl a hand to make sure they can stay in canada, this wouldn't be happening right now. But …
Well, if the rcmp would catch these ppl and the feds and woke judges wouldn't give these ppl a hand to make sure they can stay in canada, this wouldn't be happening right now. But ya sure, lets blame trump or some silly thing
Identity Attack0.023193322
Insult0.5678696
Profanity0.09389619
Threat0.008311004
Severe Toxicity0.0075531006
Moderate 0.4838166 Low Con 0.287 Insult Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Poop in a well and then tell us why it tastes off why dont you.
Poop in a well and then tell us why it tastes off why dont you.
Identity Attack0.011839314
Insult0.25404143
Profanity0.4033339
Threat0.020091362
Severe Toxicity0.023505108
Moderate 0.4826145 Low Con 0.162
Oct 1, 2025 IRCC Names India in Study …
Well thats a start, how about tripleing it by monthly and stop the bleeding of our economy to these criminals . Lawyers are opertunistic thieves .
Well thats a start, how about tripleing it by monthly and stop the bleeding of our economy to these criminals . Lawyers are opertunistic thieves .
Identity Attack0.07591068
Insult0.5678696
Profanity0.11168506
Threat0.012181788
Severe Toxicity0.016125489
Moderate 0.48141238 Low Con 0.214 Insult Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
it’s funny how the un is doing jack shit nothing about canada and there crimes against humanity in regards to the un saying our immigrating and forfeit worker problems are modern day slavery and human …
it’s funny how the un is doing jack shit nothing about canada and there crimes against humanity in regards to the un saying our immigrating and forfeit worker problems are modern day slavery and human trafficking ….. not to mention there behaviour is mostly appalling and third world behaviour and there bringing it to a first world country acting like annimals … and they wonder why no one likes them or there behaviour …. not to mention all so there lack of hygiene is appalling ( would it kill them to wash properly and use a stick of deodorant becausebo and curry is the worse most disgusting thing u can smell like yuck ) as well like there’s so many issues india and the middle eastern need to adress before migrating its awful … i won’t go near brampton or the gta because of it thoughs city’s went to hell… all so some of these groups of o got banned from there own countries what does that tell you about them as well
Identity Attack0.28034934
Insult0.47357693
Profanity0.41436642
Threat0.016120117
Severe Toxicity0.024772761
Moderate 0.48021027 Constructive 0.522
Aug 27, 2025 Why Canadians Are Turning Against …
India is called the 3rd world and 'Developing World' for a reason, after all. Many of them bring their bad habits with them all the time as well and make the rest of us actual …
India is called the 3rd world and 'Developing World' for a reason, after all. Many of them bring their bad habits with them all the time as well and make the rest of us actual civilized, well educated, assimilated and caring Indians look bad. Just watch all the different "Indians litter" and "India sucks" videos and shorts out there. Too many Indians bring their bad habits and couldn't care less about Western values and basic, humane principles.
Identity Attack0.5051609
Insult0.4339631
Profanity0.40783462
Threat0.017156094
Severe Toxicity0.1465323
Moderate 0.47886392 Constructive 0.545 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such …
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such people are sent back. They are a disgrace to image of Bharat as well.
Identity Attack0.5135796
Insult0.4718924
Profanity0.1308005
Threat0.029069828
Severe Toxicity0.023880709
Moderate 0.47886392 Constructive 0.542 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
\\Not suprised by the polish dude... most polish people i met here living and born in the states have the most racial takes ! I was at a bar in NYC and i lost my …
\\Not suprised by the polish dude... most polish people i met here living and born in the states have the most racial takes ! I was at a bar in NYC and i lost my ID so i took my American Passport with me as a substitute and I showed the bouncer and he let me in the dive bar and i sat down to order and I hear an Old Polish dude with a accent tell his buddy "well at least we know its legal" as i turned to say "let me see your ID cause your accent is not american" as he started talking shit out loud and I told him" look at the foriegner telling a Mexican American man who is Native to the Americas with Native American ancestry that he does not belong in North America" my friends had my back and the bartneder gave me a free drink and stopped serving the Moron.... want to know something funny... I was born and raised in Brooklyn parkslope and went to a Polish Catholic school from Pre k to kindergarten and i was the only non polish person in the school and I spoke some words in polish as my baby sitter was an old polish woman.
Identity Attack0.4931391
Insult0.4339631
Profanity0.46222726
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.47772613 Constructive 0.686 Personal_Narrative
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
2:30 typical rage bait content creator troll who calls himself a "journalist" showing some obscure street in a slum with trash on the side of the street isn't representative of Punjab or India kid. It's …
2:30 typical rage bait content creator troll who calls himself a "journalist" showing some obscure street in a slum with trash on the side of the street isn't representative of Punjab or India kid. It's funny how foreigners mostly w8tes will travel to India and purposely go to the worst places to travel (old delhi, varanasi, Calcutta) which is common knowledge not only amongst Indians themselves but amongst travelers globally, just so they can make negative videos for sensation and views and then assume the entire country looks like that. When the fact of the matter is India has beautiful beaches, resorts in the south (kerela goa etc ie tourist areas) beautiful mountains and snowy areas in the north like Shimla, Risikesh in states like himachal pradesh and uttarkhand, theres ther north east which has arunachal pradesh etc. Yet despite common knowledge amongst those who travel to India these vloggers choose to avoid such places for the former just for content and to make videos such as this. Channels like Chris Lewis, Alfonso and Jessica, Daily Max, Van Boys, GallivanterDom, Dunney Travels are much more honest and unbiased with their vlogs on India showing both the good and bad side of the country. Both the beautiful luxurious sides as well as the slums and poverty. Unlike vloggers like this who only show the negative sides of India for the sake of views, content and engagement farming. Positive videos on India never go as viral as the negative ones. The algorithm always pushes negativity over positivity
Identity Attack0.37655997
Insult0.44126466
Profanity0.29209393
Threat0.0347677
Severe Toxicity0.052940834
Moderate 0.47473195 Constructive 0.728 Policy_Critique
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
If they “had the right”, that right damn well better be over!!!! 😡😡😡😡😡
If they “had the right”, that right damn well better be over!!!! 😡😡😡😡😡
Identity Attack0.024198212
Insult0.26957804
Profanity0.46460027
Threat0.044278983
Severe Toxicity0.023645958
Moderate 0.47173777 Low Con 0.208 Call_To_Action
Feb 19, 2026 Canadian immigration officers investigating hundreds …
It's ABOUT TIME someone starts talking about Indians invading and destroying beautiful places. I'm in the US, in a very affluent area of New Jersey, and we've had to move 3 times because Indians find …
It's ABOUT TIME someone starts talking about Indians invading and destroying beautiful places. I'm in the US, in a very affluent area of New Jersey, and we've had to move 3 times because Indians find the beautiful communities, overwhelm them - with too many people in one house, too many loud/unruly children, leaving piles of shoes on doorsteps, using beautiful yards and terraces as junk storage/laundry drying areas, making everything smell and look terrible because they have no class and their food smells permeate other people's homes as well at the outdoor air... They turn luxury developments into Indian slums and nobody's talking about it because they're afraid to sound racist. I have almost every race in my own family. So I KNOW I'm not racist. I just find it intolerable that there aren't more laws in place to protect lovely American communities from being overrun by non-assimilating Indians or any other immigrant population.
Identity Attack0.55044734
Insult0.4378843
Profanity0.19770569
Threat0.11616269
Severe Toxicity0.13599765
Moderate 0.47173777 Constructive 0.745 Identity Attack Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
Ms Bondy hasn't aged that well. She needs to dye her hair.
Ms Bondy hasn't aged that well. She needs to dye her hair.
Identity Attack0.06795148
Insult0.37619758
Profanity0.108590275
Threat0.44942492
Severe Toxicity0.023692908
Moderate 0.47119883 Moderate Con 0.33 Meta_Commentary
Dec 29, 2025 Deportations From Canada at Their …
Ummmm anyone who lives in the GTA knows damn well that these people infest far beyond just Brampton. Travel in the Toronto subway any day in the evening and it's easily 85-90% Indian. Mississauga? A …
Ummmm anyone who lives in the GTA knows damn well that these people infest far beyond just Brampton. Travel in the Toronto subway any day in the evening and it's easily 85-90% Indian. Mississauga? A hot Indian mess. Milton? Same thing. Pickering is getting there quick. Even Oakville is being rapidly invaded by them. It's a literal plague.
Identity Attack0.46028158
Insult0.46173862
Profanity0.35597226
Threat0.016120117
Severe Toxicity0.02491361
Moderate 0.47119883 Constructive 0.547
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Brampton is an absolute dump. It's well known for a long distance in every direction that you do NOT go there, especially if you don't want to die in a car wreck.
Brampton is an absolute dump. It's well known for a long distance in every direction that you do NOT go there, especially if you don't want to die in a car wreck.
Identity Attack0.027614836
Insult0.5130944
Profanity0.16869035
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.46982017 Moderate Con 0.422 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Well, I'll put it this way like I said for many, many, many years, while over 20 years, I already bought this s*** between what Trudeau did, and now, what, you know, art Kearney is …
Well, I'll put it this way like I said for many, many, many years, while over 20 years, I already bought this s*** between what Trudeau did, and now, what, you know, art Kearney is doing that piece of s***. He is turning Canada into a European nation. You watch once joined the European Union and then the richer get richer, there'll be no oil class, the poor be poor and guess what, when you look at the European Union, they are all about one ruled government. One world order wake up this whole entire immigration thing is a f****** joke. From my aunt's opinion and yes, that normally filters on. So it doesn't exactly say all the swear words, my apologies, but no born and raised canadian, and this is a d*** joke, they want to turn around and keep on pushing us and pushing us well.Maybe soon enough, they're real canadian people push back car needed, begets, sent back to the us and a box everybody else who came here.There's no want to fall at our rules.Arborgulations are way of culture.Get the f*** back, where'd ever held country?You came from him because guess what time is ticking tiktok?Tiktok, revenge, you can a snap, and when we do all you immigrants, carney, evernels fit in or f*** off
Identity Attack0.1508922
Insult0.44464502
Profanity0.45190978
Threat0.020954676
Severe Toxicity0.0394905
Moderate 0.46982017 Constructive 0.645 Call_To_Action
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
@GeneralAetius4705 1 second ago I see more Black people snd Muslims in downtown Edmonton than people of my cultural background....with deep roots and mixed background. We just want it reduced. We do mot need to …
@GeneralAetius4705 1 second ago I see more Black people snd Muslims in downtown Edmonton than people of my cultural background....with deep roots and mixed background. We just want it reduced. We do mot need to feel obligated. A shortage of TFWs for Wendy's is no national fckn emergency You'd do well to remember....you never had an empire gete..
Identity Attack0.5051609
Insult0.39743927
Profanity0.42019588
Threat0.030969119
Severe Toxicity0.06225512
Moderate 0.46716887 Constructive 0.667 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
eneralAetius4705 1 second ago I see more Black people snd Muslims in downtown Edmonton than people of my cultural background....with deep roots and mixed background. We just want it reduced. We do mot need to …
eneralAetius4705 1 second ago I see more Black people snd Muslims in downtown Edmonton than people of my cultural background....with deep roots and mixed background. We just want it reduced. We do mot need to feel obligated. A shortage of TFWs for Wendy's is no national fckn emergency You'd do well to remember....you never had an empire here. Don't like it my opinion? Buzz off!
Identity Attack0.49032792
Insult0.40243408
Profanity0.4033339
Threat0.06593887
Severe Toxicity0.15179962
Moderate 0.4645176 Constructive 0.657
Aug 27, 2025 Why Canadians Are Turning Against …
Lot of racism , that polish guy might as well be a Nazi. Nobody is getting anything for free. This guy complaints of people walking naked while he is standing without. A shirt
Lot of racism , that polish guy might as well be a Nazi. Nobody is getting anything for free. This guy complaints of people walking naked while he is standing without. A shirt
Identity Attack0.41052565
Insult0.4302003
Profanity0.1612468
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.4574824 Low Con 0.262
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
um you are telling us what we already know and have known for months, as for the invasion of the diaper heads we have known THAT for years. They are coming here to wipe out …
um you are telling us what we already know and have known for months, as for the invasion of the diaper heads we have known THAT for years. They are coming here to wipe out the white people and make it another india. We aren't loosing our culture, we have LOST itl too late, son of castro and carnage carney were both placed in their position by the WEF to kill this country so that Claus Schwab can come in and buy it up it is ALL planned and going very well for them. 817,000 people coming into this country is an INVASION not immigration and the majority of them are cochroaches. IMPO
Identity Attack0.4887047
Insult0.4125297
Profanity0.2761231
Threat0.27637172
Severe Toxicity0.13599765
Moderate 0.4574824 Moderate Con 0.36 Unverified_Claim
Sep 8, 2025 Why Canadians Are Turning Against …
As a indian I would just like to say that there are many reasons they are immigrating 1. They want to show off in front of their Indian relatives 2. They have a VERY BIG …
As a indian I would just like to say that there are many reasons they are immigrating 1. They want to show off in front of their Indian relatives 2. They have a VERY BIG inferiority complex thinking that Canada is some sort of heaven 3. To make some money and improve their quality of life(because if u don't study well here the quality of ur life decreases) As an Indian I just pity the people who must've lived there wherever indians go they treat it like sh*t I live in delhi it is not THAT bad as u might think for a matter of fact india is improving every day but still people like these are such douchebags And not being racist 99% of them are either Punjabis or gujaratis
Identity Attack0.44690517
Insult0.42167732
Profanity0.42102736
Threat0.015429466
Severe Toxicity0.049354076
Moderate 0.4574824 Constructive 0.617 Personal_Narrative
Feb 1, 2026 Inside Canada's Indian Metropolis (Brampton)
Canada has always had Indians. But they used to be middle-class, and well educated, and in smaller numbers. Meaning they assimilated. Now we're getting the dregs, and in large numbers. I never considered myself racist, …
Canada has always had Indians. But they used to be middle-class, and well educated, and in smaller numbers. Meaning they assimilated. Now we're getting the dregs, and in large numbers. I never considered myself racist, but I am now. I want these people gone ... deport, deport, deport!
Identity Attack0.4911651
Insult0.40243408
Profanity0.092279755
Threat0.13161413
Severe Toxicity0.02378681
Moderate 0.45703048 Constructive 0.607 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Well I am an Indian but I hate this . Stop populating others country.
Well I am an Indian but I hate this . Stop populating others country.
Identity Attack0.46028158
Insult0.2435641
Profanity0.2424468
Threat0.018019408
Severe Toxicity0.023076924
Moderate 0.45703048 Moderate Con 0.41 Policy_Critique
Jan 29, 2026 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.