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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: "as a Canadian i can …" 3,707 comments · Page 35 of 149
YOU ARE LYING AND BESIDE GIVING THEM MORE THEN CANADIANS GETS - THEY-THE ILLEGALS AFTER GETTING THE MONEY GOES TO THE FOOD BANKS TO TAKE THE FOOD THAT WAS MEANT FOR THE STARVING = EVERY …
YOU ARE LYING AND BESIDE GIVING THEM MORE THEN CANADIANS GETS - THEY-THE ILLEGALS AFTER GETTING THE MONEY GOES TO THE FOOD BANKS TO TAKE THE FOOD THAT WAS MEANT FOR THE STARVING = EVERY REAL CANADIAN KNOW WHATS GOING ON AND SO DOES THE DICTATOR WHO BROUGHT THEM IN
Identity Attack0.23011416
Insult0.41767508
Profanity0.023516348
Threat0.009178371
Severe Toxicity0.0128976675
Moderate 0.4014846 Low Con 0.243 Unverified_Claim
Jan 19, 2026 How much do refugees and …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadians are fed up with our governments and the homeless drug addicts on disability.
Canadians are fed up with our governments and the homeless drug addicts on disability.
Identity Attack0.2808415
Insult0.43296707
Profanity0.026180768
Threat0.008103873
Severe Toxicity0.01121521
Moderate 0.4014846 Low Con 0.286
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
This is intentional and WEF 101, destabalize the white, lower standard of living for all, make home owner ship impossible, control, control, control. Now mainstream media is announcing we should not own dogs, again WEF …
This is intentional and WEF 101, destabalize the white, lower standard of living for all, make home owner ship impossible, control, control, control. Now mainstream media is announcing we should not own dogs, again WEF 101, educate yourself Canadians, WHITE PEOPLE MATTER !!!!!
Identity Attack0.46614665
Insult0.24928534
Profanity0.045419596
Threat0.017156094
Severe Toxicity0.022710243
Moderate 0.4014846 Low Con 0.29 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
The Canadian liberal government has destroyed our immigration. They should be returned back to ICE in the USA Canadian taxpayers are sick of migrants that are not vetted unproductive unassimilated dependent on the taxpayer.
The Canadian liberal government has destroyed our immigration. They should be returned back to ICE in the USA Canadian taxpayers are sick of migrants that are not vetted unproductive unassimilated dependent on the taxpayer.
Identity Attack0.39677486
Insult0.40243408
Profanity0.03990845
Threat0.017156094
Severe Toxicity0.01935331
Moderate 0.4014846 Low Con 0.243
Jan 5, 2026 1 likes Migrants cross into Canada near …
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06796519
Threat0.0101363575
Severe Toxicity0.015415368
Moderate 0.4014846 Constructive 0.515 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many …
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many liberal voters voted for liberals and that snake? All these years and did not see what was happening to this country destroyed forever. They run the airports. They run the drugs, the theft, the corruption, the crime.
Identity Attack0.28034934
Insult0.43296707
Profanity0.03915693
Threat0.014911477
Severe Toxicity0.015802706
Moderate 0.4013387 Low Con 0.262 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Just think how many Canadian jobs they stole... And they're pagans...😂
Just think how many Canadian jobs they stole... And they're pagans...😂
Identity Attack0.37292135
Insult0.42167732
Profanity0.03239325
Threat0.008246276
Severe Toxicity0.012359619
Moderate 0.4013387 Low Con 0.24
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Identity Attack0.4907465
Insult0.20668297
Profanity0.05017922
Threat0.13313138
Severe Toxicity0.022710243
Moderate 0.4013387 Moderate Con 0.347 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Send them back. Canadians are hurting
Send them back. Canadians are hurting
Identity Attack0.4482637
Insult0.28791866
Profanity0.069969244
Threat0.064969026
Severe Toxicity0.016577384
Moderate 0.40060925 Low Con 0.299
Aug 25, 2025 Why Canadians Are Turning Against …
This is close to Toronto. And that while area in Toronto and around it looks like Asia and India now. Tons of Afghans, Indians, Vietnamese, and Chinese. These same people Guilt trip the old Canadians …
This is close to Toronto. And that while area in Toronto and around it looks like Asia and India now. Tons of Afghans, Indians, Vietnamese, and Chinese. These same people Guilt trip the old Canadians into hating themselves and their country. They shame the Old Canadians.
Identity Attack0.46028158
Insult0.34101152
Profanity0.030639706
Threat0.0116639575
Severe Toxicity0.016254602
Moderate 0.40060925 Moderate Con 0.479 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF …
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF & the British CROWN .... !!! WAKE TF Up Canada... !!!
Identity Attack0.35299334
Insult0.35016364
Profanity0.2188925
Threat0.03165977
Severe Toxicity0.023076924
Moderate 0.40060925 Low Con 0.253 Unverified_Claim
Nov 21, 2025 17 likes Thousands of refugees allowed into …
Don't allow renewals Canadians are getting sick and tired of immigrants
Don't allow renewals Canadians are getting sick and tired of immigrants
Identity Attack0.44690517
Insult0.35849577
Profanity0.038655918
Threat0.010188141
Severe Toxicity0.015221698
Moderate 0.40060925 Moderate Con 0.309 Identity_Assertion
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all …
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all these Indians are literally being given free houses from the government send all of them back to there so called paradise and never let them come back. I want Canadians in Canada and that’s it. They are not a net positive, they’re a net negative and it’s clear as day.
Identity Attack0.46028158
Insult0.3493834
Profanity0.082581155
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.39987978 Constructive 0.525 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see …
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see them everywhere these days, working illegally on cash. It is NOT fair to those international legal students who work so hard and try to make the living. Canadian government is such a joke man.
Identity Attack0.22859548
Insult0.44126466
Profanity0.04141149
Threat0.0074306927
Severe Toxicity0.008773804
Moderate 0.39987978 Constructive 0.557
Sep 29, 2025 1 likes IRCC Names India in Study …
For a name of racist , they are ready to sacrifice their own Canadian culture.🫠👍🏼
For a name of racist , they are ready to sacrifice their own Canadian culture.🫠👍🏼
Identity Attack0.41222036
Insult0.33154017
Profanity0.023379711
Threat0.018192071
Severe Toxicity0.017674843
Moderate 0.39987978 Low Con 0.239 Identity_Assertion
Jan 30, 2026 Inside Canada's Indian Invasion...
Trump is going to have to build a wall on the Canadian border in order to keep the Indians out.
Trump is going to have to build a wall on the Canadian border in order to keep the Indians out.
Identity Attack0.4931391
Insult0.15840563
Profanity0.050680235
Threat0.13228847
Severe Toxicity0.021806452
Moderate 0.39915034 Low Con 0.164 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canadians are living to die in our country.
Canadians are living to die in our country.
Identity Attack0.46028158
Insult0.19967617
Profanity0.05268429
Threat0.13717735
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.402 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Fake college is came up by Canadians
Fake college is came up by Canadians
Identity Attack0.458714
Insult0.3126888
Profanity0.068967216
Threat0.008039144
Severe Toxicity0.016964722
Moderate 0.39915034 Low Con 0.247 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a …
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a bunch of people spewing vitriol towards Indian immigrants. "Canada isn't supposed to look like India". What the hell is Canada supposed to look like, to me it just looks like America, what "Canadian national identity" do you really have?
Identity Attack0.38230872
Insult0.26957804
Profanity0.36230123
Threat0.008272167
Severe Toxicity0.023076924
Moderate 0.39915034 Constructive 0.656
Oct 9, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
My grandfather fought in wwII. It's sad but I'm so happy he is not here to see what has become of this country he fought and risked his life for. Its so pathetic . I've …
My grandfather fought in wwII. It's sad but I'm so happy he is not here to see what has become of this country he fought and risked his life for. Its so pathetic . I've always been proud to be Canadian now I want to get out of this country and live elsewhere. I feel my grandfather left his family risked his life for Canadians to be living in encampments while we continue to allow more immigrants into this country that do not respect it. Not only can we not find housing and are living in tents. It's funny but I don't see any immigrants living in tents. Where can I vote to be the 51st state. Sign me up
Identity Attack0.23770751
Insult0.44126466
Profanity0.0816113
Threat0.009281937
Severe Toxicity0.012703998
Moderate 0.39842087 Constructive 0.695 Personal_Narrative
Aug 30, 2025 7 likes Why Canadians Are Turning Against …
The Canadian government is overly incompetent
The Canadian government is overly incompetent
Identity Attack0.31892163
Insult0.4125297
Profanity0.11601777
Threat0.008634649
Severe Toxicity0.012574885
Moderate 0.39842087 Low Con 0.207 Policy_Critique
Jan 27, 2026 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)
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Identity Attack0.46028158
Insult0.25800487
Profanity0.049678206
Threat0.04029291
Severe Toxicity0.018707745
Moderate 0.39842087 Constructive 0.504 Identity_Assertion
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
i’m finding that most people in this video are really racist so not stereotypical canadians
i’m finding that most people in this video are really racist so not stereotypical canadians
Identity Attack0.3819294
Insult0.3388922
Profanity0.108590275
Threat0.0077802283
Severe Toxicity0.017803956
Moderate 0.39842087 Moderate Con 0.359 Identity_Assertion
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.