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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: "How can you hate all …" 649 comments · Page 17 of 26
You are purposefully creating hate against Indians Nad using it as a business model
You are purposefully creating hate against Indians Nad using it as a business model
Identity Attack0.36598656
Insult0.16831873
Profanity0.11601777
Threat0.016120117
Severe Toxicity0.017674843
Moderate 0.37458646 Low Con 0.27 Moral_Argument
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
You can hate PP and conservatives but this idea is legit and correct Liberal has to support this no brainer ideas
You can hate PP and conservatives but this idea is legit and correct Liberal has to support this no brainer ideas
Identity Attack0.21866
Insult0.3493834
Profanity0.08710717
Threat0.0104988385
Severe Toxicity0.009155273
Moderate 0.3722269 Moderate Con 0.433 Policy_Critique
Feb 24, 2026 2 likes 'We do know that there's …
If you don't like African you should know all white people come from African check your humanity history and the first civilization in the world 🌎 come from Africa. All the knowledge started in Africa. …
If you don't like African you should know all white people come from African check your humanity history and the first civilization in the world 🌎 come from Africa. All the knowledge started in Africa. African love every Body and only the weak people hate other people. Racism equal weakness. Don't Let Nobody Fool You The truth is you like or not all Human beings are equal.
Identity Attack0.38826546
Insult0.21368977
Profanity0.10549548
Threat0.020091362
Severe Toxicity0.023076924
Moderate 0.3722269 Moderate Con 0.438 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Only till last year Canada's duly elected prime minister was waging war with India on behalf of Khalistanis, now they turn around and are "fed up"... Canadians are like women, they hate accountability...
Only till last year Canada's duly elected prime minister was waging war with India on behalf of Khalistanis, now they turn around and are "fed up"... Canadians are like women, they hate accountability...
Identity Attack0.38246045
Insult0.2817503
Profanity0.026727317
Threat0.00948907
Severe Toxicity0.010910034
Moderate 0.37073207 Low Con 0.297
Aug 25, 2025 Why Canadians Are Turning Against …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay there, as simple as that, and it is strange how Canada is ruined by Punjabis, sikh terrorists in particular, as you can see all these are Punjabi sikh families, yet the hate is given to Indians and specifically to Hindus. I am not defending HINDUS here; there have been incidents where HINDUS have done things worthy of backlash, and they should be deported as well for their absolute religious stupidity, but why target only a specific religion and not the one that has done much worse, like literally being involved in criminal activities and notorious for it not only in Canada but in India as well? Exploited every policy and turned a Canadian city into its own home state city, and then felt proud of it in Indian podcasts: "yeah, Brampton feels like Punjab only."🤡 says a glorified ignorant Punjabi singer.
Identity Attack0.44690517
Insult0.26957804
Profanity0.0715894
Threat0.02181799
Severe Toxicity0.01986976
Moderate 0.3666224 Constructive 0.64
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I am Indian (only ethnical not national) who got a job in Canada after doing my engineering degree from Singapore (my country). I chose Canada because it is cold, big and very unpopulated. But now …
I am Indian (only ethnical not national) who got a job in Canada after doing my engineering degree from Singapore (my country). I chose Canada because it is cold, big and very unpopulated. But now i left because too many competition and no more the peace. I hated populations.
Identity Attack0.39677486
Insult0.21836096
Profanity0.082581155
Threat0.011974656
Severe Toxicity0.014253352
Moderate 0.3666224 Constructive 0.657 Personal_Narrative
Feb 7, 2026 Inside Canada's Indian Invasion...
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and …
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and do daily riots and try to claim the land without even doing any progress in the country....while indians who work hard for the country they live in make it prosperous with opportunity they do philanthropy, charity still getting hate for few bad people... You people really don't deserve kindness
Identity Attack0.44690517
Insult0.24928534
Profanity0.04216301
Threat0.017156094
Severe Toxicity0.017868511
Moderate 0.3666224 Moderate Con 0.494 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
Identity Attack0.44690517
Insult0.16883044
Profanity0.08807703
Threat0.008686432
Severe Toxicity0.014188796
Moderate 0.3666224 Moderate Con 0.477 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
How is this news? It’s just person after person expressing their opinion and perspective. Interesting? Yes. But low effort and takes no steps to study the reality of the demographic shift. If you take the …
How is this news? It’s just person after person expressing their opinion and perspective. Interesting? Yes. But low effort and takes no steps to study the reality of the demographic shift. If you take the first half of the video as fact and not a bunch of random, self proclaimed rednecks, opinions, you’d walk away thinking that the town is in shambles. Which it is clearly not. This just smells like rage bait for racists looking for ammunition to hate foreigners
Identity Attack0.36702603
Insult0.3388922
Profanity0.045670103
Threat0.0089712385
Severe Toxicity0.010223389
Moderate 0.3625127 Moderate Con 0.338 Meta_Commentary
Dec 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m south Asian in Canada, but I was born here and my family has been here since the mid 80s and I hate when people think I’m part of these new immigrants, it’s actually so …
I’m south Asian in Canada, but I was born here and my family has been here since the mid 80s and I hate when people think I’m part of these new immigrants, it’s actually so embarrassing
Identity Attack0.3817989
Insult0.24928534
Profanity0.09001675
Threat0.008505191
Severe Toxicity0.013866014
Moderate 0.3625127 Constructive 0.6 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
How can you hate all Africans with such classification of the entire race, really?
How can you hate all Africans with such classification of the entire race, really?
Identity Attack0.41975367
Insult0.09416737
Profanity0.12551236
Threat0.01238892
Severe Toxicity0.015544481
Moderate 0.36095104 Moderate Con 0.321 Moral_Argument
Jan 27, 2026 13 likes Inside Canada's Indian Invasion...
I hate feeling like a tourist in my own country
I hate feeling like a tourist in my own country
Identity Attack0.32184324
Insult0.0813853
Profanity0.18294942
Threat0.008531082
Severe Toxicity0.012574885
Moderate 0.36095104 Moderate Con 0.393 Identity_Assertion
Feb 24, 2026 3 likes Inside Canada's Indian Invasion...
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in …
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in Little Italy. Then it was the Chinese; now every city has a Chinatown. Then it was the Japanese who we sent to camps in the 40s; now we drive their cars. Then it was the Vietnamese they hated because they were fleeing war; now we get a $15 haircut from the woman at the mall. Then it was the Mexicans; now we eat the food from the farms they work at. Then it was the Arabs; now we're fighting for their statehood. Then it was the Koreans; now we have their appliances in our kitchens and cell phones in our hands. Now it's the South East Asian's turn at discrimination and the labelling of those "very dirty people." You'll get over it soon enough and become friends with the Pakistani restaurant owner down the street, or you'll move to Woodstock and enjoy your cultural homogeneity, before the next wave of "others" from some new place around the world threatens your sense of 'I was here first' mentality and ownership of being Canadian. FFS!
Identity Attack0.39966375
Insult0.24928534
Profanity0.14225815
Threat0.039602257
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.613 Moral_Argument
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
the brain washing propaganda needing to import our replacements is BS. In my lifetime our population has doubled from the immigrants and we are way worse.. when the population was half of what it is …
the brain washing propaganda needing to import our replacements is BS. In my lifetime our population has doubled from the immigrants and we are way worse.. when the population was half of what it is now Canada was in a much better place.. so stop repeating the BS. This is the great replacement and they are not immigrants.. They are the villagers scamming their way here by fake schools or low skill jobs who have no plans to leave.. They have no respect for the country letting them in.. I have never gone to INdia, nor do i want to go.. I don't want to feel like im a stranger in my own country. The amount of crap happening is insane! I hate this country. your new First Post national state nightmare!
Identity Attack0.22458547
Insult0.35016364
Profanity0.10920923
Threat0.009023022
Severe Toxicity0.01502803
Moderate 0.36095104 Moderate Con 0.497
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Brampton is great, Indian/pakistani community is wonderful. You really shouldn't platform hate without checks and balances, makes it seem like you support them. That polish guy just sounds like a hater.
Brampton is great, Indian/pakistani community is wonderful. You really shouldn't platform hate without checks and balances, makes it seem like you support them. That polish guy just sounds like a hater.
Identity Attack0.34324843
Insult0.28791866
Profanity0.0913099
Threat0.008556974
Severe Toxicity0.01083374
Moderate 0.36095104 Constructive 0.695
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Yall hating on the bike guy because he didnt tell a single lie
Yall hating on the bike guy because he didnt tell a single lie
Identity Attack0.05794714
Insult0.15698463
Profanity0.14313951
Threat0.01119791
Severe Toxicity0.013607788
Moderate 0.36095104 Low Con 0.274 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians are hated everywhere, in australia its the same problem.
Indians are hated everywhere, in australia its the same problem.
Identity Attack0.4139151
Insult0.1469393
Profanity0.12639372
Threat0.012699619
Severe Toxicity0.01683561
Moderate 0.36095104 Moderate Con 0.343
Oct 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Send them back if they hate us and want to take are country they are not friends but enemies
Send them back if they hate us and want to take are country they are not friends but enemies
Identity Attack0.29951343
Insult0.18480228
Profanity0.08096472
Threat0.07093142
Severe Toxicity0.017481172
Moderate 0.36043653 Low Con 0.173 Identity_Assertion
Sep 4, 2025 1 likes Why Canadians Are Turning Against …
And when the Africans come and work in India, they are hated and discriminated upon.
And when the Africans come and work in India, they are hated and discriminated upon.
Identity Attack0.42615733
Insult0.16758773
Profanity0.08775374
Threat0.020091362
Severe Toxicity0.014511578
Moderate 0.3561489 Moderate Con 0.313 Comparative_Framing
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's not racist if you hate everyone equally
It's not racist if you hate everyone equally
Identity Attack0.28034934
Insult0.08831572
Profanity0.16357292
Threat0.039602257
Severe Toxicity0.016060932
Moderate 0.34328604 Low Con 0.251 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I hate my Liberal Government who did this to us. They have destroyed our country. There is no coming back from this. You think this is bad, look to the rural towns and who owns …
I hate my Liberal Government who did this to us. They have destroyed our country. There is no coming back from this. You think this is bad, look to the rural towns and who owns all the businesses.......
Identity Attack0.1035157
Insult0.24767025
Profanity0.06295506
Threat0.028897164
Severe Toxicity0.009765625
Moderate 0.34328604 Moderate Con 0.448 Policy_Critique
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
I by no means am racist, I'm First Nations & I've pretty much had it. India is not our #1 culture here in Canada, I hate calling a store & the person on the other …
I by no means am racist, I'm First Nations & I've pretty much had it. India is not our #1 culture here in Canada, I hate calling a store & the person on the other end can not speak english, it's the most frustrating thing. My g/f daughter applied @ a tim Horton's & get this one, do you speak Punjabi-honest to god - enough. Subway, 7-11's, gas stations, Value Village etc. everywhere you turn. They can be rude no not all but again if I have to ask you 3 times the same question because I do not understand your answer - we have a problem. Y'all we have a problem & then they want to barter about prices if they are buying - they want the cheapest price. Like I say mine is the language barrier & being rude because I don't understand you
Identity Attack0.36702603
Insult0.24928534
Profanity0.13168186
Threat0.013010317
Severe Toxicity0.020386212
Moderate 0.34328604 Constructive 0.813
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I just hate this transformation and smuggling. It is a violation....
I just hate this transformation and smuggling. It is a violation....
Identity Attack0.06385879
Insult0.12159709
Profanity0.12903778
Threat0.038220957
Severe Toxicity0.0125103295
Moderate 0.3389984 Moderate Con 0.374 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If you hate multiculture .. Canada might not fit you
If you hate multiculture .. Canada might not fit you
Identity Attack0.4054415
Insult0.15627414
Profanity0.050429728
Threat0.008738215
Severe Toxicity0.010986328
Moderate 0.3389984 Low Con 0.217 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
It’s all on the white man not wanting to take care of the women and children. This is the outcome of not wanting kids and calling your women gold digger when they ask for support …
It’s all on the white man not wanting to take care of the women and children. This is the outcome of not wanting kids and calling your women gold digger when they ask for support for their children. Look at these men, hate them or not. They are family members and looking after their families.
Identity Attack0.38238457
Insult0.16795322
Profanity0.075468846
Threat0.009955117
Severe Toxicity0.013155893
Moderate 0.3389984 Moderate Con 0.398
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)

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.