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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

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 24 of 67
Young White Men need to revolt and drive the orcs back to mordor.
Young White Men need to revolt and drive the orcs back to mordor.
Identity Attack0.5135796
Insult0.26957804
Profanity0.22713706
Threat0.5195707
Severe Toxicity0.07542343
Moderate 0.47886392 Low Con 0.15 Identity Attack Threat Fear_Threat
Dec 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing …
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing that since they immigrated from EUROPE! EUROPE! The nerve to complain about another culture doing exactly what you did. And they did it peacefully. No throwing native Americans off their land and killing them to establish a white wall of dominance. Now you're mad. Lol. I hope the smell of curry permeates your soul, it needs some flavor!
Identity Attack0.5135796
Insult0.40698266
Profanity0.26586622
Threat0.2606104
Severe Toxicity0.13073033
Moderate 0.47886392 Moderate Con 0.458 Identity Attack Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Toronto. In a neighborhood that is majority White, with some Asians. Indians don't even live in this neighborhood. And yet, I caught an Indian family dumping trash in the laneway behind my …
I live in Toronto. In a neighborhood that is majority White, with some Asians. Indians don't even live in this neighborhood. And yet, I caught an Indian family dumping trash in the laneway behind my house. Just unloading crap from their car, like it was the municipal dump
Identity Attack0.5124616
Insult0.46476576
Profanity0.2882351
Threat0.010705971
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.57 Identity Attack
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
WATCH OUT CANADA!!!!! Just think of this once beautiful country going to the dogs…just like what most Indians escaped from… a 3rd world country and all that European’s (whites) built is falling apart, government controlled …
WATCH OUT CANADA!!!!! Just think of this once beautiful country going to the dogs…just like what most Indians escaped from… a 3rd world country and all that European’s (whites) built is falling apart, government controlled by Indians, businesses controlled by Indians, housing run by Indians, garbage in the streets, poop on the beaches, Indian music (not music to my ears) blasting everywhere, especially in the parks, unclean public toilets, unclean motels etc etc.. YEP…just what a once beautiful country deserves!
Identity Attack0.5075293
Insult0.46327567
Profanity0.16682947
Threat0.013528148
Severe Toxicity0.043077253
Moderate 0.47886392 Moderate Con 0.362 Identity Attack Fear_Threat
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
The goal of every leftiest government in every native white country is to destroy and replace white people and european culture.
The goal of every leftiest government in every native white country is to destroy and replace white people and european culture.
Identity Attack0.5548181
Insult0.25007802
Profanity0.19278693
Threat0.34804323
Severe Toxicity0.03590374
Moderate 0.47886392 Low Con 0.158 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
White people also invade Canada and the USA they aren't a native population there. go back to Europe 🗡️🗡️
White people also invade Canada and the USA they aren't a native population there. go back to Europe 🗡️🗡️
Identity Attack0.55044734
Insult0.3388922
Profanity0.13873272
Threat0.019746035
Severe Toxicity0.02439716
Moderate 0.47886392 Low Con 0.203 Identity Attack Identity_Assertion
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
An openly racist Canadian how nice. How does he contribute to society aside from complaining and being white? Asking for a friend
An openly racist Canadian how nice. How does he contribute to society aside from complaining and being white? Asking for a friend
Identity Attack0.5135796
Insult0.40243408
Profanity0.040910475
Threat0.008000307
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.348 Identity Attack Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Indians are displacing the white people!!!
Indians are displacing the white people!!!
Identity Attack0.55044734
Insult0.25404143
Profanity0.17241211
Threat0.10696311
Severe Toxicity0.02425631
Moderate 0.47886392 Low Con 0.216 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
shameful what the politicians have done to Canada and USA and Europe. If white people are so racist, why do they all come to white countries.
shameful what the politicians have done to Canada and USA and Europe. If white people are so racist, why do they all come to white countries.
Identity Attack0.55044734
Insult0.38852
Profanity0.06395709
Threat0.008893564
Severe Toxicity0.021031776
Moderate 0.47886392 Low Con 0.3 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
0:40 "oh but its the white Christians that are the problem" we love immigrants but lately its no one that want to even try to fit in
0:40 "oh but its the white Christians that are the problem" we love immigrants but lately its no one that want to even try to fit in
Identity Attack0.55044734
Insult0.27558193
Profanity0.19770569
Threat0.016638106
Severe Toxicity0.02402156
Moderate 0.47886392 Moderate Con 0.346 Identity Attack
Aug 29, 2025 Why Canadians Are Turning Against …
I can't comment if I'm white because I'll be marked a racist colonizer with white privilege 😢
I can't comment if I'm white because I'll be marked a racist colonizer with white privilege 😢
Identity Attack0.5135796
Insult0.34032786
Profanity0.22522148
Threat0.03235042
Severe Toxicity0.02406851
Moderate 0.47886392 Moderate Con 0.416 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
All the ranting I see in comments is not to complain about immigration, it's to complain about brown immigrants. Seems like they're ok with European, UK, Irish, Aussie, Kiwis, etc who are white but not …
All the ranting I see in comments is not to complain about immigration, it's to complain about brown immigrants. Seems like they're ok with European, UK, Irish, Aussie, Kiwis, etc who are white but not with people of colour. Hypocrisy at the highest
Identity Attack0.5108175
Insult0.4596616
Profanity0.1067334
Threat0.008556974
Severe Toxicity0.020257099
Moderate 0.47886392 Constructive 0.559 Identity Attack Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler you seem to be racist, that country belongs to the indigenous People not the white european canadians and your video is clearly promoting racism. Try and interview the indigenous People and ask them how …
Tyler you seem to be racist, that country belongs to the indigenous People not the white european canadians and your video is clearly promoting racism. Try and interview the indigenous People and ask them how they feel about the white colonialist who stole their country.
Identity Attack0.5135796
Insult0.42367843
Profanity0.054437835
Threat0.009048914
Severe Toxicity0.022064678
Moderate 0.47886392 Moderate Con 0.35 Identity Attack Moral_Argument
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Sikhs dont workship monkey or cement cash collections for cash to run terrorist activities as Toronto Airport gold theft car thefts but india Killed over 50000 Sikh boys students and Sikh business men and Sikh …
Sikhs dont workship monkey or cement cash collections for cash to run terrorist activities as Toronto Airport gold theft car thefts but india Killed over 50000 Sikh boys students and Sikh business men and Sikh leaders ro stop independence of Sikh empire from indian and mughal Muslim occupation in Sikh country to leave al white race countries Sikhs have no problems leaving White race countries but cement cash collections terrorist wants to conquer now white race all countries
Identity Attack0.55044734
Insult0.41767508
Profanity0.18909787
Threat0.20938614
Severe Toxicity0.12809667
Moderate 0.47772613 Moderate Con 0.311 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Ah, see, that happened to me 3 times. A black person got served before me. Two jumped ahead in line on their own. I stood up to each of them, but the white libertards complained. …
Ah, see, that happened to me 3 times. A black person got served before me. Two jumped ahead in line on their own. I stood up to each of them, but the white libertards complained. The third was a black couple who were called ahead of all the whites by the black cashier. I want these people out of my country! They don't respect the status quo, which means what we've done to earn our place is meaningless to them. If they have their way, we'll be second class citizens. And don't forget... multiculturalism means nothing is sacred.
Identity Attack0.55044734
Insult0.4196762
Profanity0.29168049
Threat0.064645745
Severe Toxicity0.053837523
Moderate 0.47772613 Constructive 0.549 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
4:04 say the white whos ancestor use to eat eygtpian mummies thinking it will cure aging , and say the white whos ancestors are the cause most of the plague ... superiority complex is going …
4:04 say the white whos ancestor use to eat eygtpian mummies thinking it will cure aging , and say the white whos ancestors are the cause most of the plague ... superiority complex is going wild
Identity Attack0.5075293
Insult0.3388922
Profanity0.24631839
Threat0.13161413
Severe Toxicity0.03680043
Moderate 0.47772613 Low Con 0.221 Identity Attack Moral_Argument
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
Multiculturalism is only for white European peoples to be destroyed by , duh
Multiculturalism is only for white European peoples to be destroyed by , duh
Identity Attack0.5504064
Insult0.24928534
Profanity0.2327678
Threat0.33294448
Severe Toxicity0.026936848
Moderate 0.47772613 Low Con 0.156 Identity Attack Identity_Assertion
Feb 15, 2026 Inside Canada's Indian Invasion...
White people always cry about things that has no relation with the indian people They don't work and are homeless meanwhile we indians are flourishing in every part of canada , you can rarely see …
White people always cry about things that has no relation with the indian people They don't work and are homeless meanwhile we indians are flourishing in every part of canada , you can rarely see any homeless indian person but almost all homless people in a brown town like brampton are whites That old ugly guy was saying that they(browms) don't work and these(white) people also say that indians have taken over the jobs 😂 Dude we are not going anywhere , i live in Brampton ❤
Identity Attack0.53446084
Insult0.4339631
Profanity0.15724123
Threat0.010032792
Severe Toxicity0.023076924
Moderate 0.47772613 Constructive 0.569 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
That white guy was racist to Africans
That white guy was racist to Africans
Identity Attack0.5135796
Insult0.36021477
Profanity0.24818924
Threat0.0138755
Severe Toxicity0.023293832
Moderate 0.47622904 Low Con 0.298 Identity Attack Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
You are not white love, you are indian
You are not white love, you are indian
Identity Attack0.5135796
Insult0.35505778
Profanity0.19770569
Threat0.010628296
Severe Toxicity0.04666401
Moderate 0.47622904 Moderate Con 0.344 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
White Eastern Canadians are completely goywashed. They do anything to ignore the truth. This is why Alberta is separating.
White Eastern Canadians are completely goywashed. They do anything to ignore the truth. This is why Alberta is separating.
Identity Attack0.5135796
Insult0.4534306
Profanity0.13344458
Threat0.009644418
Severe Toxicity0.023076924
Moderate 0.47622904 Low Con 0.16 Identity Attack Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
This is the mindsets of western county's what's they thinking about none white people's they are treat them like a animals
This is the mindsets of western county's what's they thinking about none white people's they are treat them like a animals
Identity Attack0.48915586
Insult0.43158367
Profanity0.2124067
Threat0.018537397
Severe Toxicity0.023076924
Moderate 0.47473195 Moderate Con 0.397 Moral_Argument
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
*Migrants are attacking White kids everywhere it's time to fight back*
*Migrants are attacking White kids everywhere it's time to fight back*
Identity Attack0.55044734
Insult0.24424846
Profanity0.1765991
Threat0.34804323
Severe Toxicity0.02453801
Moderate 0.47323486 Moderate Con 0.318 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
But saar white great race saar, we superior saar😂. But somehow we turned into homeless people in our own country saar😂 and the inferior race of Indians are now our bosses 😂. I guess this …
But saar white great race saar, we superior saar😂. But somehow we turned into homeless people in our own country saar😂 and the inferior race of Indians are now our bosses 😂. I guess this is the reason for racism, when u can't compete u hate. but I think u should be very grateful that the things which is changing is just language, food habits and clothes which are personal. U should look more eimto UK where u will be told what to wear, that u are a infidel. Won't even have a courage to protest or criticize their community.its only when the people see it that they know how much worse could it have been
Identity Attack0.5135796
Insult0.40243408
Profanity0.29209393
Threat0.094697006
Severe Toxicity0.16960317
Moderate 0.47323486 Constructive 0.576 Identity Attack Humor_Satire
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
This content is great for the pick me indians and minorities who think if they do xyz the whites like this will accept them nope they dont like youuuuuu
This content is great for the pick me indians and minorities who think if they do xyz the whites like this will accept them nope they dont like youuuuuu
Identity Attack0.49032792
Insult0.3388922
Profanity0.26586622
Threat0.048158366
Severe Toxicity0.041283876
Moderate 0.47323486 Low Con 0.25 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.