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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: "From Canada. This is the …" 6,088 comments · Page 74 of 244
Dude, 12 years ago, I knew a girl who loved to screw illegal aliens, and one paid me $100 to drive him to 0 Avenue in Surrey, BC. He jumped the fence and was gone …
Dude, 12 years ago, I knew a girl who loved to screw illegal aliens, and one paid me $100 to drive him to 0 Avenue in Surrey, BC. He jumped the fence and was gone in a minute through a farmer's field. That's easy. Why pay 6K when you can do it for free? Thanks for showing the LIBERAL/NDP of Canada's third-world downfall.
Identity Attack0.2808415
Insult0.29383746
Profanity0.20483992
Threat0.10696311
Severe Toxicity0.023076924
Moderate 0.37576625 Constructive 0.55 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians pay more taxes more law abiding than Pakistanis. We work hard respect the law here. There are some misguided youth who indulge in misconduct but very few smalll percentage 🇨🇦🇨🇦🇨🇦🇨🇦🇮🇳🇮🇳🇮🇳 Indi Canadians respect Canada …
Indians pay more taxes more law abiding than Pakistanis. We work hard respect the law here. There are some misguided youth who indulge in misconduct but very few smalll percentage 🇨🇦🇨🇦🇨🇦🇨🇦🇮🇳🇮🇳🇮🇳 Indi Canadians respect Canada but some racists don’t like Indians getting prosperous by the sweat of our brow😂😂😂
Identity Attack0.40447855
Insult0.2659317
Profanity0.035148825
Threat0.00823333
Severe Toxicity0.013672344
Moderate 0.37576625 Constructive 0.638
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
It ain't an invasion. Canada depends on immigrants to maintain our population. The land who makes up Canada was originally stolen, so as a white Canadian, we have no right to decide where someone else …
It ain't an invasion. Canada depends on immigrants to maintain our population. The land who makes up Canada was originally stolen, so as a white Canadian, we have no right to decide where someone else can live. Everyone should be welcomed and supported here, regardless of their race, ethnicity, sex, faith, gender, sexuality, and physical or mental differences. The only People who don't belong in Canada are those who have given in to racism, bigotry, and hate.
Identity Attack0.39966375
Insult0.28791866
Profanity0.022423252
Threat0.008466354
Severe Toxicity0.013091337
Moderate 0.37576625 Constructive 0.653 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Nothing is ever done in CANADA, WE WERE robed, abused and gashlighted by Justin Trudeau and their liberals, they stolen money with both hands and nothing done, Carney is dong same, and worse.. send students …
Nothing is ever done in CANADA, WE WERE robed, abused and gashlighted by Justin Trudeau and their liberals, they stolen money with both hands and nothing done, Carney is dong same, and worse.. send students back, withdraw visas from those that used fraud to enter Cabada!
Identity Attack0.12735364
Insult0.40189892
Profanity0.06295506
Threat0.017846745
Severe Toxicity0.01393057
Moderate 0.37576625 Moderate Con 0.363 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Trump can go fk himself! I live in a border town, and I won’t spend a dime in USA. CANADA is DONE with USA!
Trump can go fk himself! I live in a border town, and I won’t spend a dime in USA. CANADA is DONE with USA!
Identity Attack0.007994333
Insult0.08047316
Profanity0.019512743
Threat0.032087456
Severe Toxicity0.000046604702
Moderate 0.37559724 Identity_Assertion
Dec 10, 2025
People from India have to assimilate! Government sholud not allow worship statutes/temples. They are invading this country. Canada should mostly allow people from north america (US, Mex) or europe, Not Asia, nor Middle East, not …
People from India have to assimilate! Government sholud not allow worship statutes/temples. They are invading this country. Canada should mostly allow people from north america (US, Mex) or europe, Not Asia, nor Middle East, not Russia, etc...
Identity Attack0.46028158
Insult0.15911613
Profanity0.026044132
Threat0.009256045
Severe Toxicity0.019224197
Moderate 0.37458646 Moderate Con 0.311 Identity_Assertion
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
Canada is a country of immigrants. Some towns have higher concentrations than others. But there is significant racism here with this anti-Indian sentiment.. Do folks walk through Toronto's "Little Italy" neighborhood and bitch and whine …
Canada is a country of immigrants. Some towns have higher concentrations than others. But there is significant racism here with this anti-Indian sentiment.. Do folks walk through Toronto's "Little Italy" neighborhood and bitch and whine about how they wish all these wops would leave and go back to Italy? Of course not. But, because these specific immigrants are also a visual minority, the racism factor goes up ten fold. Immigration has helped Canada exponentially more than it has hurt it. Be better - this is clearly very racist and xenophobic content.
Identity Attack0.3857254
Insult0.33964422
Profanity0.2801717
Threat0.0104988385
Severe Toxicity0.02167734
Moderate 0.37458646 Constructive 0.697 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Mr tibet on the beach after he turns canada in a hell hole but dont blame him he done it legally blame the government
Mr tibet on the beach after he turns canada in a hell hole but dont blame him he done it legally blame the government
Identity Attack0.10221587
Insult0.3388922
Profanity0.19524631
Threat0.030278467
Severe Toxicity0.015286255
Moderate 0.37458646 Moderate Con 0.306 Fear_Threat
Sep 27, 2025 1 likes IRCC Names India in Study …
Too many Pajeets in Canada.
Too many Pajeets in Canada.
Identity Attack0.27914262
Insult0.37733194
Profanity0.19401662
Threat0.0074824756
Severe Toxicity0.017481172
Moderate 0.37458646 Low Con 0.189 Identity_Assertion
Oct 26, 2025 How Canada broke its immigration …
Canada needs ICE to remove the illegals and criminals shooting up our homes and businesses.
Canada needs ICE to remove the illegals and criminals shooting up our homes and businesses.
Identity Attack0.3758158
Insult0.24287975
Profanity0.024951037
Threat0.34804323
Severe Toxicity0.022710243
Moderate 0.37458646 Low Con 0.212 Fear_Threat
Jan 22, 2026 Why Canada’s immigration system has …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go to CRA and ask which community contributes financially through taxes. Go to CSIS and ask about involvement of Indian community involved in crimes. Go and check the streets of your metropolitans, which community is involved in selling and consuming drugs. You won't find Indians selling drugs, but you'll certainly find canadian zombies in the streets. You know why you always target Indians for earning revenue from youtube, because Indians are calm and peace loving. They keep cool when they saw fools and goons, who're frustrated from their own. Grow up and start raising questions against trump, who wants to occupy your whole country! But i'm sure, you won't show the darkside of your racist communities who only cares of themselves(Individual, not the community), you won't show how trump is threatening to canada's sovereignty, you wont show the behaviours of canadians and americans, because you won't get views and if you won't get views, then how would earn and pay the emi. Wake up, smell the coffee and focus on real threat. And for canada future, do something to neutralize the threat or surrender and become the hypocrite 51st state!!
Identity Attack0.3817989
Insult0.32682732
Profanity0.03915693
Threat0.03235042
Severe Toxicity0.01412424
Moderate 0.37458646 Moderate Con 0.455 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada can do without Indians and India...If there is a will, there is a way.
Canada can do without Indians and India...If there is a will, there is a way.
Identity Attack0.46050715
Insult0.11978693
Profanity0.03389629
Threat0.04167421
Severe Toxicity0.019482423
Moderate 0.37458646 Low Con 0.192
Aug 25, 2025 Why Canadians Are Turning Against …
no one wants to be canadian anymore, we should just be naturalized american making canada great again
no one wants to be canadian anymore, we should just be naturalized american making canada great again
Identity Attack0.46028158
Insult0.113185234
Profanity0.04516909
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.37458646 Low Con 0.21
Jan 13, 2026 Canada’s new rules in 2026
CANADIANS CIVILIANS that loves, cares about Canada 🇨🇦, must stand up.now.. let's create our own military army, we can build millions of soliders while our traitors military rcmp.nazi ss police, government, policitians can't beat us..
CANADIANS CIVILIANS that loves, cares about Canada 🇨🇦, must stand up.now.. let's create our own military army, we can build millions of soliders while our traitors military rcmp.nazi ss police, government, policitians can't beat us..
Identity Attack0.19890837
Insult0.3682569
Profanity0.06495911
Threat0.022335978
Severe Toxicity0.014188796
Moderate 0.37458646 Moderate Con 0.384
Nov 23, 2025 Thousands of refugees allowed into …
Definitely not high enough. Also, get rid of the foreign pilots flying our planes while operators fire pilots that were born and raised in Canada. A certain Air Ambulance operation in Sioux Lookout is guilty …
Definitely not high enough. Also, get rid of the foreign pilots flying our planes while operators fire pilots that were born and raised in Canada. A certain Air Ambulance operation in Sioux Lookout is guilty of this nonsense.
Identity Attack0.13591312
Insult0.37960073
Profanity0.032894265
Threat0.061412923
Severe Toxicity0.009384155
Moderate 0.37458646 Moderate Con 0.492 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
PLEASE REMOVE THEM ALL. We don't care about their tears. We care about REAL Canadians struggling. The Liberals ruined Canada by letting in people who contributed nothing
PLEASE REMOVE THEM ALL. We don't care about their tears. We care about REAL Canadians struggling. The Liberals ruined Canada by letting in people who contributed nothing
Identity Attack0.0037577176
Insult0.013189403
Profanity0.00021993765
Threat0.26951456
Severe Toxicity0.00005399157
Moderate 0.37428164 Call_To_Action
Mar 8, 2026 2.9 million Canadian temporary visas …
When he said Punjab, you showed a street with trash, you are just a hater. There are many streets of USA and Canada or others countries where you could find trash on street but you …
When he said Punjab, you showed a street with trash, you are just a hater. There are many streets of USA and Canada or others countries where you could find trash on street but you won’t show that.
Identity Attack0.08252834
Insult0.40243408
Profanity0.049427703
Threat0.007598988
Severe Toxicity0.007133484
Moderate 0.37340668 Low Con 0.275 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Charter is NOT for non-citizens it IS for CITIZENS of Canada. If you go to the States for a visit do you suddenly have all the rights of their Constitution? NO, no you do …
The Charter is NOT for non-citizens it IS for CITIZENS of Canada. If you go to the States for a visit do you suddenly have all the rights of their Constitution? NO, no you do not. Nor do you in ANY other country. Kick them all out.
Identity Attack0.14661247
Insult0.12702756
Profanity0.05268429
Threat0.49142194
Severe Toxicity0.023076924
Moderate 0.37340668 Moderate Con 0.313 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The original inhabitants of Canada are the Indigenous peoples and Inuit communities !! And not people like Tyler Oliveira.They are the invaders!!!!!!
The original inhabitants of Canada are the Indigenous peoples and Inuit communities !! And not people like Tyler Oliveira.They are the invaders!!!!!!
Identity Attack0.36702603
Insult0.32682732
Profanity0.025907494
Threat0.008000307
Severe Toxicity0.012962224
Moderate 0.37340668 Moderate Con 0.392 Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
The slums of Canada
The slums of Canada
Identity Attack0.29798782
Insult0.36798462
Profanity0.10240069
Threat0.008582866
Severe Toxicity0.013414118
Moderate 0.37340668 Moderate Con 0.309 Identity_Assertion
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canadian government needs to be filled with only white and indigenous politicians. No outsiders your family must have lived in canada for 4 generations, that way they shoupd fully understand how and what canadians want …
Canadian government needs to be filled with only white and indigenous politicians. No outsiders your family must have lived in canada for 4 generations, that way they shoupd fully understand how and what canadians want and need. Plain and simple. I dont see white canadians or amaricans as politicians in any other country! Its all their own people! India, Pakistan, China and so on. Canada needs to stand strong against outsiders and new comers who think their coming here to bring there BS
Identity Attack0.43256098
Insult0.24928534
Profanity0.108590275
Threat0.010628296
Severe Toxicity0.017416617
Moderate 0.37340668 Constructive 0.522
Oct 12, 2025 IRCC Names India in Study …
I think yall forget white people are not even the native population of Canada. I bet yall would have no problem if it was a Ukrainian "invasion"😊
I think yall forget white people are not even the native population of Canada. I bet yall would have no problem if it was a Ukrainian "invasion"😊
Identity Attack0.44690517
Insult0.16751462
Profanity0.043415543
Threat0.012803185
Severe Toxicity0.015544481
Moderate 0.37340668 Moderate Con 0.41 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
Send them all back to India. Make Canada great again
Send them all back to India. Make Canada great again
Identity Attack0.39966375
Insult0.16883044
Profanity0.039657943
Threat0.04167421
Severe Toxicity0.023076924
Moderate 0.37340668 Low Con 0.167 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Canadian alot of us would gladly accept new immigrants as all of us at one point or another was a immigrant unless ur native but we have a social standard of living since …
As a Canadian alot of us would gladly accept new immigrants as all of us at one point or another was a immigrant unless ur native but we have a social standard of living since forever and for a while it seemed like immigrants were fine with that but this new generation of immigrants would really love to see our country turn into theirs despite a lot of them seeking asylum or a better life here its ridicules to think anyone who's white is racist when all they wish to see Canada as it used to be with immigrants that respected and valued the countries norms
Identity Attack0.3817989
Insult0.35016364
Profanity0.08678388
Threat0.008686432
Severe Toxicity0.012435913
Moderate 0.37340668 Constructive 0.74 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Something about white people crying about colonial effects has ZERO sympathy from me! you deserve it Canada
Something about white people crying about colonial effects has ZERO sympathy from me! you deserve it Canada
Identity Attack0.4006267
Insult0.16875735
Profanity0.03389629
Threat0.010757755
Severe Toxicity0.0127685545
Moderate 0.3722269 Moderate Con 0.305 Moral_Argument
Jan 28, 2026 2 likes 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.