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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I am the only white …" 1,674 comments · Page 33 of 67
The Acadians came first and built their communities, then came the British. They destroyed indigenous territories and took their lands. But, they established the first major cities. When the Irish potato famine occurred, those Irish …
The Acadians came first and built their communities, then came the British. They destroyed indigenous territories and took their lands. But, they established the first major cities. When the Irish potato famine occurred, those Irish immigrants were called "filthy, lazy, not true whites". When the Italians immigrated, they were called "filthy, lazy, gangsters, not true whites". Then the Chinese, Koreans, and Japanese came.....the cycle continues. The colour of the skin doesn't define the immigrant lifestyle, a country's history and culture is not based on race alone. We are ever evolving. The issue with the current immigration system is that we have too many immigrants to accommodate, not that any specific group is bad.
Identity Attack0.4774257
Insult0.4339631
Profanity0.11292298
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.679 Moral_Argument
Feb 26, 2026 Inside Canada's Indian Metropolis (Brampton)
My brother married one of them and moved to Brampton. There even converting whites it’s really gross, almost puked typing this
My brother married one of them and moved to Brampton. There even converting whites it’s really gross, almost puked typing this
Identity Attack0.46028158
Insult0.36021477
Profanity0.32658687
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.434 Identity_Assertion
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
They’re Hindus .not Muslims . Whites are safe .
They’re Hindus .not Muslims . Whites are safe .
Identity Attack0.50917345
Insult0.24928534
Profanity0.1413768
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.243 Identity Attack Identity_Assertion
Dec 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
A white lady saying thats her home land is laughable ,sister u from europe 🇪🇺
A white lady saying thats her home land is laughable ,sister u from europe 🇪🇺
Identity Attack0.44690517
Insult0.26957804
Profanity0.117874645
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.349
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Im white and i'm leaving Canada, Canada is no longer Canada, 20 years from now all government will be indian, jobs are taken, they only hire their own, and so eventually whites and blacks won't …
Im white and i'm leaving Canada, Canada is no longer Canada, 20 years from now all government will be indian, jobs are taken, they only hire their own, and so eventually whites and blacks won't have a chance to get a job.
Identity Attack0.5135796
Insult0.24630153
Profanity0.0816113
Threat0.020782012
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.409 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
I think white Canadians discriminate less than white Americans do in America .
I think white Canadians discriminate less than white Americans do in America .
Identity Attack0.5135796
Insult0.24928534
Profanity0.072882555
Threat0.009230154
Severe Toxicity0.019095084
Moderate 0.42568782 Moderate Con 0.447 Identity Attack
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Remember Canada isn’t a white country the land was stolen and the history even 40 years ago with Native people is horrific, don’t act like Canada is some woopty do peaceful country 😂
Remember Canada isn’t a white country the land was stolen and the history even 40 years ago with Native people is horrific, don’t act like Canada is some woopty do peaceful country 😂
Identity Attack0.458714
Insult0.40243408
Profanity0.06946823
Threat0.008893564
Severe Toxicity0.02296847
Moderate 0.42568782 Moderate Con 0.376 Moral_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
Good ole RocaNews, the immigrants moved in and made the area wealthy, and the whites hit the crack pipe😅😂
Good ole RocaNews, the immigrants moved in and made the area wealthy, and the whites hit the crack pipe😅😂
Identity Attack0.48949075
Insult0.26957804
Profanity0.17752954
Threat0.0824309
Severe Toxicity0.023076924
Moderate 0.42568782 Low Con 0.282
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
question=are whites NATIVES of americas ( north and south)????? answer= no, native populations were systematically ethinically cleansed and ki**ed through multiple genocides and last 2/3 centuries..... majority of WHITES in americas are from europe and …
question=are whites NATIVES of americas ( north and south)????? answer= no, native populations were systematically ethinically cleansed and ki**ed through multiple genocides and last 2/3 centuries..... majority of WHITES in americas are from europe and have occupied the lands for only 8-10 generations in short whites are native population.
Identity Attack0.46028158
Insult0.27146968
Profanity0.38483799
Threat0.06270605
Severe Toxicity0.0475607
Moderate 0.42568782 Moderate Con 0.382 Identity_Assertion
Feb 13, 2026 Inside Canada's Indian Invasion...
This evil is called Antiwhiteism and White biological erasure.
This evil is called Antiwhiteism and White biological erasure.
Identity Attack0.4887047
Insult0.2435641
Profanity0.20016506
Threat0.025271246
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.187
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Love the honesty. The white guys comment concerning African people is an uneducated comment.
Love the honesty. The white guys comment concerning African people is an uneducated comment.
Identity Attack0.4774257
Insult0.33964422
Profanity0.08613731
Threat0.008259222
Severe Toxicity0.016383713
Moderate 0.42349213 Moderate Con 0.475 Moral_Argument
Feb 25, 2026 Inside Canada's Indian Invasion...
In 5 Years they will Vote to Become a soverign country and Ban All Whites. And yes its Canadas Fault.
In 5 Years they will Vote to Become a soverign country and Ban All Whites. And yes its Canadas Fault.
Identity Attack0.50515443
Insult0.24287975
Profanity0.044167064
Threat0.045895394
Severe Toxicity0.021290002
Moderate 0.42349213 Low Con 0.129 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
9:29 Dude what are you harrassing that guy? Why did you come here ? He didn't come here coz of you. He came here for his reasons okay. That's like me holding up your collar …
9:29 Dude what are you harrassing that guy? Why did you come here ? He didn't come here coz of you. He came here for his reasons okay. That's like me holding up your collar for every crime commited by white people across Americas its like you're trying to provoke people against each other
Identity Attack0.38215697
Insult0.21368977
Profanity0.19278693
Threat0.05721026
Severe Toxicity0.023076924
Moderate 0.42129645 Constructive 0.543
Jan 17, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
White guy is spitting facts
White guy is spitting facts
Identity Attack0.46028158
Insult0.28586254
Profanity0.22105443
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.42129645 Low Con 0.289 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Why not visit a town/village in South Africa invaded by whites?
Why not visit a town/village in South Africa invaded by whites?
Identity Attack0.5051609
Insult0.18977246
Profanity0.11354194
Threat0.043309137
Severe Toxicity0.023076924
Moderate 0.42129645 Low Con 0.271 Identity Attack Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada was always anti immigrant Even whites here immigrants 😂 We gotta be strong
Canada was always anti immigrant Even whites here immigrants 😂 We gotta be strong
Identity Attack0.5051609
Insult0.26957804
Profanity0.06145202
Threat0.009126588
Severe Toxicity0.019998873
Moderate 0.42129645 Moderate Con 0.318 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
white supremacist
white supremacist
Identity Attack0.46028158
Insult0.24928534
Profanity0.14754629
Threat0.011819307
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.348 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Identity Attack0.5135796
Insult0.24767025
Profanity0.051932767
Threat0.022681303
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.444 Identity Attack Identity_Assertion
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada was built by white people and must stay WHITE !!
Canada was built by white people and must stay WHITE !!
Identity Attack0.49584505
Insult0.1798321
Profanity0.0569429
Threat0.010602405
Severe Toxicity0.023076924
Moderate 0.41910073 Low Con 0.183 Identity_Assertion
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Whites are jealous
Whites are jealous
Identity Attack0.46050715
Insult0.2659317
Profanity0.196476
Threat0.010265815
Severe Toxicity0.021935565
Moderate 0.41690505 Low Con 0.272
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
It will not get any better. I am a black Canadain employer with 27 employees. The vast majority of our employees are white. Indians only employ other Indians. Can you imagine if I only employ …
It will not get any better. I am a black Canadain employer with 27 employees. The vast majority of our employees are white. Indians only employ other Indians. Can you imagine if I only employ blacks.
Identity Attack0.53446084
Insult0.2469859
Profanity0.06946823
Threat0.008841781
Severe Toxicity0.018384963
Moderate 0.41690505 Constructive 0.585 Identity Attack
Aug 24, 2025 Why Canadians Are Turning Against …
Rape is against are culture do ur research sir before u get to saying anything. And white people hold highest arrest percentage for rape and sexual assault in the U.S.
Rape is against are culture do ur research sir before u get to saying anything. And white people hold highest arrest percentage for rape and sexual assault in the U.S.
Identity Attack0.44690517
Insult0.19734058
Profanity0.18417911
Threat0.1575099
Severe Toxicity0.023076924
Moderate 0.41690505 Moderate Con 0.493 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
You played my favourite game try to find a white person working at this major Canadian corporation, hell even the government jobs are gone now to help with new immigrants
You played my favourite game try to find a white person working at this major Canadian corporation, hell even the government jobs are gone now to help with new immigrants
Identity Attack0.43896464
Insult0.2817503
Profanity0.33453682
Threat0.012803185
Severe Toxicity0.023076924
Moderate 0.41690505 Moderate Con 0.344 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
White people crying about replacing themselves 😂😂 You did this to yourselves
White people crying about replacing themselves 😂😂 You did this to yourselves
Identity Attack0.458714
Insult0.18852992
Profanity0.13256322
Threat0.019918699
Severe Toxicity0.02296847
Moderate 0.41445592 Low Con 0.221 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create …
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create labor shortage. Immigrants come to fill the gap. White people cry even more. White people don't go to schools to learn, earn useful degrees in Stem, medical etc. Immigrants come to replace. White people say its "great replacement". LOL See what I'm saying. THAT'S WHY. I HAVE THE ANSWER.
Identity Attack0.49032792
Insult0.26957804
Profanity0.14754629
Threat0.018537397
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.539 Identity_Assertion
Sep 27, 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.