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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

click to expand

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

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Active: "I am an African and …" 419 comments · Page 13 of 17
Guy on the bike just discriminated Indians, Africans, and Muslims.
Guy on the bike just discriminated Indians, Africans, and Muslims.
Identity Attack0.46028158
Insult0.14150882
Profanity0.066963166
Threat0.05236103
Severe Toxicity0.015092585
Moderate 0.37751234 Moderate Con 0.304 Moral_Argument
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
the Africans high five each other in jail for grape charges as they think it's cool. I've seen it many many times
the Africans high five each other in jail for grape charges as they think it's cool. I've seen it many many times
Identity Attack0.44690517
Insult0.16266862
Profanity0.12220735
Threat0.11922921
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.406 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
" They're real racist towards African-Americans."
" They're real racist towards African-Americans."
Identity Attack0.44690517
Insult0.24928534
Profanity0.096805766
Threat0.01086132
Severe Toxicity0.015221698
Moderate 0.37751234 Low Con 0.279 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Identity Attack0.47178617
Insult0.14331897
Profanity0.03389629
Threat0.013321015
Severe Toxicity0.017222947
Moderate 0.37751234 Low Con 0.188
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
02:17 exactly...why European come...why African , Latino came or Asian came.... If I come into the country I'm okay but if someone else comes to the country it's bad... No this logic is not going …
02:17 exactly...why European come...why African , Latino came or Asian came.... If I come into the country I'm okay but if someone else comes to the country it's bad... No this logic is not going to work
Identity Attack0.44690517
Insult0.14150882
Profanity0.108590275
Threat0.012751401
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.539 Moral_Argument
Nov 22, 2025 Inside Canada's Indian Metropolis (Brampton)
8:17 can't understand a simple question, yet insults Africans IQ .
8:17 can't understand a simple question, yet insults Africans IQ .
Identity Attack0.3817989
Insult0.18604483
Profanity0.10982819
Threat0.020782012
Severe Toxicity0.015286255
Moderate 0.37576625 Low Con 0.211 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the orange bike was pretty prejudiced. Talking down on Muslims and Africans that proudly just highlighted that he wasn’t raised well.
Guy on the orange bike was pretty prejudiced. Talking down on Muslims and Africans that proudly just highlighted that he wasn’t raised well.
Identity Attack0.42615733
Insult0.2679134
Profanity0.070942834
Threat0.011327368
Severe Toxicity0.015996376
Moderate 0.37458646 Moderate Con 0.362 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
I honestly don’t know what the bike guy has against all Africans 😂he left how the Indians have taken over his county and focused on Africans 😂 I respect the hate😂 As a Nigerian African, …
I honestly don’t know what the bike guy has against all Africans 😂he left how the Indians have taken over his county and focused on Africans 😂 I respect the hate😂 As a Nigerian African, I also hate when people don’t assimilate into the country they are opportune to be part.
Identity Attack0.38445538
Insult0.16480011
Profanity0.14049543
Threat0.016120117
Severe Toxicity0.021806452
Moderate 0.37458646 Constructive 0.63 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The white guy in hi-vis seems very uncultured. Africans are brilliant people who are subjugated through religion. If religion didnt have them in a chokehold Africa would be richer then Europe. The many that enter …
The white guy in hi-vis seems very uncultured. Africans are brilliant people who are subjugated through religion. If religion didnt have them in a chokehold Africa would be richer then Europe. The many that enter the country need to have higher IQs then him.
Identity Attack0.38699543
Insult0.26957804
Profanity0.09899642
Threat0.012026439
Severe Toxicity0.016964722
Moderate 0.37458646 Moderate Con 0.436 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I agree 100% with all the problems and issues, but on the scale of things, atleast the Sikhs are usually super nice calm non violent people. As the one white dude said, they got the …
I agree 100% with all the problems and issues, but on the scale of things, atleast the Sikhs are usually super nice calm non violent people. As the one white dude said, they got the best of the worst aka much rather have Sikhs than the violent African groups .
Identity Attack0.46028158
Insult0.191015
Profanity0.1184936
Threat0.03787563
Severe Toxicity0.020515325
Moderate 0.3722269 Constructive 0.73 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Mike Harris cleaned up Ontario when I was there. The system was overrun by Africans, Indians and Chinese. Mike Harris was crucified. Now, we are back to the dark days.
Mike Harris cleaned up Ontario when I was there. The system was overrun by Africans, Indians and Chinese. Mike Harris was crucified. Now, we are back to the dark days.
Identity Attack0.4453683
Insult0.24835461
Profanity0.039657943
Threat0.091630474
Severe Toxicity0.02167734
Moderate 0.3722269 Constructive 0.513
Aug 24, 2025 44 likes Why Canadians Are Turning Against …
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...
5:28 maybe it’s because of I dunno they can’t afford higher levels of schooling Based on research, studies, and expert analysis, the lower average IQ scores reported for some African populations are largely attributed to …
5:28 maybe it’s because of I dunno they can’t afford higher levels of schooling Based on research, studies, and expert analysis, the lower average IQ scores reported for some African populations are largely attributed to environmental, developmental, and educational factors rather than an inherent genetic deficiency.😮😮😮
Identity Attack0.3825363
Insult0.1711343
Profanity0.11911256
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.3722269 Moderate Con 0.389 Unverified_Claim
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
The poor Canuck on the bike saying "I'm just thankful its Indians and not Muslims or Africans." The bar is so low its at mariana trench depth. Letting non westerners in Western countries is worse …
The poor Canuck on the bike saying "I'm just thankful its Indians and not Muslims or Africans." The bar is so low its at mariana trench depth. Letting non westerners in Western countries is worse than any world war we've had. The lack of self preservation will be our downfall. Not Russia, China, AI, or some exotic strain of covid. Empathy and the incoming cultural suicide will be.
Identity Attack0.41975367
Insult0.21602537
Profanity0.058445938
Threat0.13633445
Severe Toxicity0.020257099
Moderate 0.3722269 Moderate Con 0.374
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The difference between Indians in Canada and Africans in Paris is obvious. Homeless dude on the bike needs a givesendgo.
The difference between Indians in Canada and Africans in Paris is obvious. Homeless dude on the bike needs a givesendgo.
Identity Attack0.44690517
Insult0.24493282
Profanity0.028913507
Threat0.008893564
Severe Toxicity0.016125489
Moderate 0.37073207 Moderate Con 0.392 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
That one white guy went OFF on Africans, like some of the things he said I haven't heard before but it's pretty interesting
That one white guy went OFF on Africans, like some of the things he said I haven't heard before but it's pretty interesting
Identity Attack0.4453683
Insult0.13969865
Profanity0.15724123
Threat0.05268431
Severe Toxicity0.02077355
Moderate 0.36867723 Moderate Con 0.389 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The white guy saying Africans can’t be cashiers at McDonald’s meanwhile there is McDonald’s in Africa, this is why he’s riding and wearing a safety vest
The white guy saying Africans can’t be cashiers at McDonald’s meanwhile there is McDonald’s in Africa, this is why he’s riding and wearing a safety vest
Identity Attack0.40713623
Insult0.16897665
Profanity0.08581402
Threat0.0113014765
Severe Toxicity0.016706496
Moderate 0.3666224 Low Con 0.253 Humor_Satire
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian masters student of African descent. I didn’t know my IQ was so low that I couldn’t hold an entry level job 😂😂😂
As a Canadian masters student of African descent. I didn’t know my IQ was so low that I couldn’t hold an entry level job 😂😂😂
Identity Attack0.39870077
Insult0.23704576
Profanity0.055940874
Threat0.0070552654
Severe Toxicity0.014576134
Moderate 0.3625127 Moderate Con 0.373 Humor_Satire
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
Identity Attack0.4453683
Insult0.16780703
Profanity0.1184936
Threat0.011223801
Severe Toxicity0.01896597
Moderate 0.36095104 Moderate Con 0.443 Question
Feb 28, 2026 Inside Canada's Indian Invasion...
We need Steven Harpen back .. not other kind or unresponsible we’re getting the white peoples jobs for e.g financial officers , immigration officers, educational officers, police headquarters officers etc all the top officials changed …
We need Steven Harpen back .. not other kind or unresponsible we’re getting the white peoples jobs for e.g financial officers , immigration officers, educational officers, police headquarters officers etc all the top officials changed to IMMIGRANTS get those jobs now: Jamaican African South Americans Guyanese caribbeans etc… When Stephen Harpen was in seat: NO AND NIT ANYONE OR EVERYONE CAN TOUCH CANADIAN SOIL. I’m a disabled Canadian and cannot get a job over 5yrs now. Thanks to f’kn JUSTIN Trudeau ..Now Mark Carney
Identity Attack0.3817989
Insult0.26395
Profanity0.078378424
Threat0.013165667
Severe Toxicity0.020257099
Moderate 0.36095104 Constructive 0.552 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
I lost him at.. 3:10 "New canadians pay no taxes" This is how the far right kills a dog by labeling it a mad dog. Either these people are so brainwashed or making up lies …
I lost him at.. 3:10 "New canadians pay no taxes" This is how the far right kills a dog by labeling it a mad dog. Either these people are so brainwashed or making up lies to have their way. They don't deliberately sell among themselves, the newcomers gravitate to areas where there are people of their own ethnicities. Cultural enclaves existed for centuries. Commercial-broadway area in Vancouver is full of Italians and greeks, Richmond and Burnaby are asians mostly chinese, some pockets in Toronto downtown have heavy middle eastern and african presence. You are selectively targeting the Indians because of your inherent prejudice. Also Assimilation is a 2 way street. There are so many people who are trying to make friends with other cultures especially white but they say they don't show as much love and openness as we do. You can't say "they don't assimilate" when you yourself don't allow them near you.
Identity Attack0.2803029
Insult0.35333878
Profanity0.06145202
Threat0.051391184
Severe Toxicity0.01483436
Moderate 0.36095104 Constructive 0.67 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
seriously africans?? subsaharan africans are mostly christians, ive never heard in my life african culture normalized grape
seriously africans?? subsaharan africans are mostly christians, ive never heard in my life african culture normalized grape
Identity Attack0.44690517
Insult0.15627414
Profanity0.12727508
Threat0.010628296
Severe Toxicity0.021031776
Moderate 0.36095104 Low Con 0.276 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons …
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons are the only answer.
Identity Attack0.44690517
Insult0.16861114
Profanity0.02392626
Threat0.010964886
Severe Toxicity0.017868511
Moderate 0.36095104 Constructive 0.534 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
No not Africans catching strays 😂😂 bet the West Africans make more money than bike man legally. Now the East Africans...
No not Africans catching strays 😂😂 bet the West Africans make more money than bike man legally. Now the East Africans...
Identity Attack0.44690517
Insult0.16788013
Profanity0.09292633
Threat0.011793415
Severe Toxicity0.019095084
Moderate 0.36095104 Low Con 0.138 Humor_Satire
Jan 27, 2026 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...

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.