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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

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Active: "So when all the white …" 1,674 comments · Page 45 of 67
The white guy says about queing and the indian cashier serve the guy behind him because he's indian... that happens to me A LOT in Singapore... They serve their own skin color first.
The white guy says about queing and the indian cashier serve the guy behind him because he's indian... that happens to me A LOT in Singapore... They serve their own skin color first.
Identity Attack0.44690517
Insult0.16773392
Profanity0.09775851
Threat0.014911477
Severe Toxicity0.017739398
Moderate 0.36456755 Constructive 0.553
Jan 27, 2026 Inside Canada's Indian Invasion...
You foreign accent was hilarious. You sounded like scared kid . By the way every white person is a model citizen.
You foreign accent was hilarious. You sounded like scared kid . By the way every white person is a model citizen.
Identity Attack0.3819294
Insult0.22303216
Profanity0.09098661
Threat0.010576514
Severe Toxicity0.015802706
Moderate 0.36456755 Low Con 0.276 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
7:32 this guy is such a “typical white guy” in Canada….
7:32 this guy is such a “typical white guy” in Canada….
Identity Attack0.43896464
Insult0.16831873
Profanity0.031140719
Threat0.0074824756
Severe Toxicity0.012962224
Moderate 0.36456755 Low Con 0.246 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful …
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful to them so much food is wasted in big cities empty houses buildings grabbed up by real estate investors high rents blaming a town of Indian for whole Canada problems all cities in Canada have GREED PROBLEMS
Identity Attack0.3817989
Insult0.25007802
Profanity0.024267852
Threat0.008531082
Severe Toxicity0.011978149
Moderate 0.36456755 Constructive 0.568
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
What's happening to the white man is called CARMA
What's happening to the white man is called CARMA
Identity Attack0.38246045
Insult0.11797678
Profanity0.10054382
Threat0.023199292
Severe Toxicity0.01935331
Moderate 0.36456755 Low Con 0.267 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
The Canadian White Man will never accept that they themselves are immigrants and have destroyed the livelihood of the original inhabitants, the First Nation People and the Inuit, Metis, etc. What these White Skins say …
The Canadian White Man will never accept that they themselves are immigrants and have destroyed the livelihood of the original inhabitants, the First Nation People and the Inuit, Metis, etc. What these White Skins say about Indians today is what the First nation people say about the white skins. The First Nation people cultivated the land, lived in harmony and took care of their society. The Indians do the same. The only odd man out here is the White Skins. The White Skins colonized the Canadian land. The White Skins also colonized the Indian subcontinent for nearly 200 years. But where the First Nations people lost the wars and were packed into Reservations, Indians fought, won and expelled the White Skins. Then the Indians went where ever the White Skins went. But the difference is that Indians never colonized the land. They always adapted to the native land, culture, language, customs and resources while also maintaining the connect to their land of origin. While White Skins converted the natives, the Indians adapted to the natives and also shared the cultural values. While the White Skins arrogantly executed the natives and exploited their resources, Indians learned to co-exist by adapting and learning. While the White Skins were busy profiteering from the misery of the natives, Indians shared knowledge, power, wealth, education and lived by ancient cultural values passed on from generations that have survived disasters, wars, misery and greed.
Identity Attack0.44690517
Insult0.22303216
Profanity0.06596114
Threat0.024235269
Severe Toxicity0.019740647
Moderate 0.36456755 Constructive 0.669
Sep 25, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
The problem isn't Indians taking over your place and your churches, this is but a symptom of a bigger problem. The problem is YOU white men not acting and re-enforcing the patriarchal society that built …
The problem isn't Indians taking over your place and your churches, this is but a symptom of a bigger problem. The problem is YOU white men not acting and re-enforcing the patriarchal society that built the whole country in the first place. You let women in leading positions and look what is happening, no children and policies that import the 3rd world. When are you finally going to stand your ground and say no to your liberal women and take back control of the country?
Identity Attack0.41975367
Insult0.18728738
Profanity0.051181246
Threat0.010705971
Severe Toxicity0.014576134
Moderate 0.3625127 Moderate Con 0.332
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I like to see how white people feel they have right to be there because there ancestors came there. They conviniently forget they are also immigrants 😂
I like to see how white people feel they have right to be there because there ancestors came there. They conviniently forget they are also immigrants 😂
Identity Attack0.43256098
Insult0.13607834
Profanity0.087430455
Threat0.0086087575
Severe Toxicity0.016319158
Moderate 0.3625127 Moderate Con 0.389 Identity_Assertion
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Dude, whites are not from Canada if you didnt know it, the invasion were first by the wh1tes
Dude, whites are not from Canada if you didnt know it, the invasion were first by the wh1tes
Identity Attack0.44690517
Insult0.1662211
Profanity0.089693464
Threat0.009385503
Severe Toxicity0.015544481
Moderate 0.3625127 Low Con 0.189 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only …
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only means that I am standing up for MY RACE and MY RACE made this country and MY RACE developed this country and MY RACE made the values that once made this country great and now I am ashamed of what the politicians have done to my once great country. The reason the birth rate dropped to nothing is because people can't afford children anymore, the cost of living is way to high to afford children.
Identity Attack0.38176915
Insult0.24928534
Profanity0.0961592
Threat0.013528148
Severe Toxicity0.017029278
Moderate 0.3625127 Constructive 0.524 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, Ireland, etc.? Anyway, I enjoyed the video. Brampton seems like a mini Punjab/ mini India. And driving over there is bad is true but why do the police and authorities don't do anything about it? Easy money from fines.
Identity Attack0.39870077
Insult0.25602314
Profanity0.031641733
Threat0.007547205
Severe Toxicity0.013414118
Moderate 0.3625127 Constructive 0.747 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
I have 3 older children who on multiple occasions while looking for work as teenagers have been told to there face that "we don't hire white People" or "we only hire immigrants"
I have 3 older children who on multiple occasions while looking for work as teenagers have been told to there face that "we don't hire white People" or "we only hire immigrants"
Identity Attack0.4508763
Insult0.15556364
Profanity0.0961592
Threat0.010291707
Severe Toxicity0.015350811
Moderate 0.3625127 Constructive 0.609
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
not gonna lie they make my ice caps better than the white Timmies workers
not gonna lie they make my ice caps better than the white Timmies workers
Identity Attack0.39773783
Insult0.17734702
Profanity0.09992486
Threat0.012337137
Severe Toxicity0.016383713
Moderate 0.3625127 Low Con 0.286 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Blame your rich white banking overlords they love the people coming in and taking loans; most of your are just tools blaming the bottom instead of the top
Blame your rich white banking overlords they love the people coming in and taking loans; most of your are just tools blaming the bottom instead of the top
Identity Attack0.37953663
Insult0.24928534
Profanity0.06395709
Threat0.010369381
Severe Toxicity0.013349563
Moderate 0.36095104 Low Con 0.203 Moral_Argument
Jul 7, 2025 1 likes How Canada broke its immigration …
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 …
Native Canada, and they spoke with white people 😂😂😂
Native Canada, and they spoke with white people 😂😂😂
Identity Attack0.41222036
Insult0.09416737
Profanity0.055940874
Threat0.008815889
Severe Toxicity0.014059683
Moderate 0.36095104 Low Con 0.245 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The white guy on the bike is only 1 with common sense
The white guy on the bike is only 1 with common sense
Identity Attack0.3817989
Insult0.19500497
Profanity0.07967158
Threat0.012337137
Severe Toxicity0.015802706
Moderate 0.36095104 Low Con 0.201
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So when all the white people came from Europe to take over these lands that was ok but now when people want to relocate it’s a problem lol this world is so messed up
So when all the white people came from Europe to take over these lands that was ok but now when people want to relocate it’s a problem lol this world is so messed up
Identity Attack0.38215697
Insult0.15414265
Profanity0.10549548
Threat0.010084574
Severe Toxicity0.01735206
Moderate 0.36095104 Moderate Con 0.316 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
White people build many churches , always conversions in India . No body discuss ? Foreign mindset.
White people build many churches , always conversions in India . No body discuss ? Foreign mindset.
Identity Attack0.40713623
Insult0.16751462
Profanity0.055940874
Threat0.007521313
Severe Toxicity0.013155893
Moderate 0.36095104 Low Con 0.239 Identity_Assertion
Feb 21, 2026 Inside Canada's Indian Invasion...
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have Indian MP's with lots of influence on immigration policy such as Fake student visa, visitor or travel visa which are the back door of illegal immigration process!
Identity Attack0.40883094
Insult0.1935001
Profanity0.023243073
Threat0.009463178
Severe Toxicity0.012435913
Moderate 0.36095104 Constructive 0.512 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian …
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian and they are some of the worst drivers I dont how they come to canada get there license and how they come to our country and our eay richer than us white people the government helped them way too much while they dont help the people that lived here there whole lives. We got to struggle and watch these people that just move here and way more richer than us and pisses me off. We just keep getting flooded with more and more. I could ramble all day about it but its becoming a joke
Identity Attack0.3817989
Insult0.2659317
Profanity0.12220735
Threat0.13127698
Severe Toxicity0.020386212
Moderate 0.36095104 Constructive 0.563 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
White v Blacks White v Indians White v Mexicans White v Chinese White v Jews White v Arabs White v other Asian White v other whites Notice a common pattern? Notice the usual suspect?
White v Blacks White v Indians White v Mexicans White v Chinese White v Jews White v Arabs White v other Asian White v other whites Notice a common pattern? Notice the usual suspect?
Identity Attack0.44690517
Insult0.089778624
Profanity0.08904689
Threat0.013010317
Severe Toxicity0.018707745
Moderate 0.36095104 Low Con 0.184 Identity_Assertion
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
For those who came here to join us in peace and prosperity and are way of life and respect everything about us(white and natives) thank you. But I'm telling you this now there isn't enough …
For those who came here to join us in peace and prosperity and are way of life and respect everything about us(white and natives) thank you. But I'm telling you this now there isn't enough of you and your go8ng to get caught in the middle of it.
Identity Attack0.3817989
Insult0.24928534
Profanity0.20016506
Threat0.055917133
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.651
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
keep crying and just FYI Red Indian also wanted White our of Canada. .. Think about that too
keep crying and just FYI Red Indian also wanted White our of Canada. .. Think about that too
Identity Attack0.38318536
Insult0.16831873
Profanity0.03239325
Threat0.0100069
Severe Toxicity0.013866014
Moderate 0.36095104 Moderate Con 0.376 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s quite funny that the Indians worship a white god.
It’s quite funny that the Indians worship a white god.
Identity Attack0.41222036
Insult0.123407245
Profanity0.10240069
Threat0.009411395
Severe Toxicity0.016125489
Moderate 0.36095104 Low Con 0.172 Humor_Satire
Feb 25, 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.