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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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30,738 comments · Page 257 of 1230
The real problem with immigration to western countries is the labour force... Tell me honestly can white citizens of us,canada\\europe fill the space taken by, mexicans,muslims\\indians or Asians??? You westerners are too lazy or too …
The real problem with immigration to western countries is the labour force... Tell me honestly can white citizens of us,canada\\europe fill the space taken by, mexicans,muslims\\indians or Asians??? You westerners are too lazy or too little in population to fill the economic needs of Low paying jobs in your countries
Identity Attack0.50515604
Insult0.40243408
Profanity0.07870171
Threat0.009903334
Severe Toxicity0.021419114
Moderate 0.43230394 Low Con 0.241 Identity Attack Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I tell what! Out with that people all they bring dirtyness and sickness
I tell what! Out with that people all they bring dirtyness and sickness
Identity Attack0.072601855
Insult0.4339631
Profanity0.14402086
Threat0.01698343
Severe Toxicity0.016771052
Moderate 0.43230394 Low Con 0.249 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
"where dominant culture was Canadian" the guy says: Well fuqin duh!
"where dominant culture was Canadian" the guy says: Well fuqin duh!
Identity Attack0.27510223
Insult0.3126888
Profanity0.47435758
Threat0.0091524795
Severe Toxicity0.023152983
Moderate 0.43230394 Low Con 0.242
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
You are racist Saar
You are racist Saar
Identity Attack0.2774022
Insult0.4810288
Profanity0.26593533
Threat0.011715741
Severe Toxicity0.03321367
Moderate 0.43230394 Moderate Con 0.333 Moral_Argument
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Deport pajeets
Deport pajeets
Identity Attack0.3857254
Insult0.4718924
Profanity0.36302176
Threat0.13815513
Severe Toxicity0.31905776
Moderate 0.43230394 Low Con 0.27 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
This I not diversity. This is colonialism, and these people are racist. Elbows up this is what you voted for
This I not diversity. This is colonialism, and these people are racist. Elbows up this is what you voted for
Identity Attack0.3817989
Insult0.40243408
Profanity0.10735235
Threat0.009540852
Severe Toxicity0.019482423
Moderate 0.43230394 Low Con 0.201 Moral_Argument
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is a broken country!
Canada is a broken country!
Identity Attack0.458714
Insult0.40975618
Profanity0.08678388
Threat0.009540852
Severe Toxicity0.02077355
Moderate 0.43230394 Low Con 0.227 Fear_Threat
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
RUBBISH! Brampton, Ontario has not been "a small, farm town" since the early 1800's. Brampton is squarely located in the Golden Horseshoe which hugs the western shore of Lake Ontario, from Oshawa to Niagara Falls, …
RUBBISH! Brampton, Ontario has not been "a small, farm town" since the early 1800's. Brampton is squarely located in the Golden Horseshoe which hugs the western shore of Lake Ontario, from Oshawa to Niagara Falls, in one of Canada's most densely-populated regions.
Identity Attack0.021786476
Insult0.4747285
Profanity0.11168506
Threat0.0067445673
Severe Toxicity0.011062622
Moderate 0.43230394 Moderate Con 0.448 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
indian but i dont like how indian people act. Actually i prefer white washed indians as regular indians are people who take advantage racist unkind and all that. ive met indians like me that arent …
indian but i dont like how indian people act. Actually i prefer white washed indians as regular indians are people who take advantage racist unkind and all that. ive met indians like me that arent like that but white washed
Identity Attack0.5135796
Insult0.3388922
Profanity0.21456863
Threat0.017328756
Severe Toxicity0.023076924
Moderate 0.43230394 Moderate Con 0.445 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
GO BACK TO INDIA AS A PROUD CANADIAN I AM NOT HAPPY WITH THE IMMIGRATION IN MY COUNTRY
GO BACK TO INDIA AS A PROUD CANADIAN I AM NOT HAPPY WITH THE IMMIGRATION IN MY COUNTRY
Identity Attack0.48915586
Insult0.24493282
Profanity0.06044999
Threat0.010058682
Severe Toxicity0.023076924
Moderate 0.43230394 Moderate Con 0.354
Sep 20, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
Brampton, calgary, Surrey, Mississauga.....full of them all are here driving trucks and killing innocent people
Brampton, calgary, Surrey, Mississauga.....full of them all are here driving trucks and killing innocent people
Identity Attack0.20483385
Insult0.24928534
Profanity0.07126612
Threat0.44942492
Severe Toxicity0.023076924
Moderate 0.43230394 Moderate Con 0.338 Fear_Threat
Sep 28, 2025 1 likes IRCC Names India in Study …
atleast they r better than muslims
atleast they r better than muslims
Identity Attack0.5274064
Insult0.24767025
Profanity0.1589207
Threat0.011405042
Severe Toxicity0.023076924
Moderate 0.43230394 Low Con 0.271 Identity Attack
Jan 4, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
😹 you are insane in the best way
😹 you are insane in the best way
Identity Attack0.017063495
Insult0.44802538
Profanity0.2395431
Threat0.009437286
Severe Toxicity0.018707745
Moderate 0.43230394 Low Con 0.25 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
lol incompetent wignats offcourse cant swallow the reality pill
lol incompetent wignats offcourse cant swallow the reality pill
Identity Attack0.10221587
Insult0.47630358
Profanity0.14842765
Threat0.010395273
Severe Toxicity0.016190045
Moderate 0.43230394 Low Con 0.11
Oct 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Lol Tyler picking on India again, bout to piss off 1.7 billion people.
Lol Tyler picking on India again, bout to piss off 1.7 billion people.
Identity Attack0.32476485
Insult0.36798462
Profanity0.3051381
Threat0.108496375
Severe Toxicity0.023076924
Moderate 0.43230394 Low Con 0.163 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This video is confusing for average person who doesn't understand the difference between a Hindu and a Sikh from a white persons pov they all look the same lol
This video is confusing for average person who doesn't understand the difference between a Hindu and a Sikh from a white persons pov they all look the same lol
Identity Attack0.4508763
Insult0.24835461
Profanity0.18294942
Threat0.011819307
Severe Toxicity0.023076924
Moderate 0.43230394 Moderate Con 0.444
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites are not Native to Canada 😂... Your home is europe.. Go back there
Whites are not Native to Canada 😂... Your home is europe.. Go back there
Identity Attack0.49855098
Insult0.25998658
Profanity0.096805766
Threat0.010291707
Severe Toxicity0.023076924
Moderate 0.43230394 Low Con 0.176 Identity_Assertion
Feb 22, 2026 2 likes Inside Canada's Indian Invasion...
Tyler I love your channel, but the reason some people accuse you of not doing journalism and being racist is because of things like how much you focused on that racist white guy on a …
Tyler I love your channel, but the reason some people accuse you of not doing journalism and being racist is because of things like how much you focused on that racist white guy on a bike. Why would you include him saying black people from subsaharan Africa are dumb when it has nothing to do with this video? You could have just included his perspective on Indians but you gave him so much time to go on a tangent and a racist rant.
Identity Attack0.46028158
Insult0.43296707
Profanity0.22663295
Threat0.012026439
Severe Toxicity0.023076924
Moderate 0.43230394 Constructive 0.717 Meta_Commentary
Feb 22, 2026 Inside Canada's Indian Invasion...
SIMPLE: Sikhs look after their poor..WHITE folks? Not so much😅
SIMPLE: Sikhs look after their poor..WHITE folks? Not so much😅
Identity Attack0.50515765
Insult0.3388922
Profanity0.16682947
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.43230394 Low Con 0.297 Identity Attack Moral_Argument
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
I love the Hindus and Sikhs, they both have very caring communities also caring people,I've lived next to hindus and they would offer us food and the shop on the corner of my street is …
I love the Hindus and Sikhs, they both have very caring communities also caring people,I've lived next to hindus and they would offer us food and the shop on the corner of my street is run by Sikhs and if you're skint they will let me grab the basics and tobacco if needed and will pay them off when i get paid 5:10 he's right about African people, they arent good people they are really like that here in the UK
Identity Attack0.5135796
Insult0.2817503
Profanity0.1811049
Threat0.055270568
Severe Toxicity0.049354076
Moderate 0.43230394 Constructive 0.859 Identity Attack Personal_Narrative
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
The only people allowed to complain about immigrants in US and Canada are natives. Racist low iqs who don't like that can go and colonize Antarctica or go back to Europe. It's also full with …
The only people allowed to complain about immigrants in US and Canada are natives. Racist low iqs who don't like that can go and colonize Antarctica or go back to Europe. It's also full with immigrants but there at least your complaints make some sense.
Identity Attack0.46028158
Insult0.4339631
Profanity0.049427703
Threat0.00951496
Severe Toxicity0.020127986
Moderate 0.43230394 Moderate Con 0.353 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Much better Hindus than Muslims.
Much better Hindus than Muslims.
Identity Attack0.53446084
Insult0.25404143
Profanity0.11230402
Threat0.010887212
Severe Toxicity0.023076924
Moderate 0.43230394 Moderate Con 0.342 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian Sikh are not Indian they are khalistani...Basically he is pakistani....
Canadian Sikh are not Indian they are khalistani...Basically he is pakistani....
Identity Attack0.5108175
Insult0.4339631
Profanity0.2258264
Threat0.034422375
Severe Toxicity0.16960317
Moderate 0.43230394 Low Con 0.239 Identity Attack Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
Even true claimants should not receive monthly income and benefits better than those of the regular working class in Canada. They should feel compelled to find jobs instead of living as parasites off the taxpayers.
Even true claimants should not receive monthly income and benefits better than those of the regular working class in Canada. They should feel compelled to find jobs instead of living as parasites off the taxpayers.
Identity Attack0.07425626
Insult0.49389273
Profanity0.07449899
Threat0.007417747
Severe Toxicity0.008392334
Moderate 0.43230394 Moderate Con 0.383 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.