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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: "So when all the white …" 1,674 comments · Page 49 of 67
I went to college there, first time i've ever been a minority. I saw like 3 other white dudes my whole 3 years there, it was crazy man. They got whole neighbourhoods and zip's together …
I went to college there, first time i've ever been a minority. I saw like 3 other white dudes my whole 3 years there, it was crazy man. They got whole neighbourhoods and zip's together ;-;
Identity Attack0.37361985
Insult0.18604483
Profanity0.22602804
Threat0.01238892
Severe Toxicity0.015479924
Moderate 0.3389984 Constructive 0.594 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
So How is Colonialism working out for you white folks now that you are on the other side of it. I am not Indian. I am NDN. I have suffered White Colonialism all my life. …
So How is Colonialism working out for you white folks now that you are on the other side of it. I am not Indian. I am NDN. I have suffered White Colonialism all my life. Now you white folks are beginning to suffer Indian Colonialism. I really don't feel sorry for you.
Identity Attack0.40158966
Insult0.1342682
Profanity0.06796519
Threat0.010369381
Severe Toxicity0.012703998
Moderate 0.3389984 Constructive 0.578 Moral_Argument
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Fun fact the whites didnt come from here either.
Fun fact the whites didnt come from here either.
Identity Attack0.41222036
Insult0.08558089
Profanity0.097129054
Threat0.0101363575
Severe Toxicity0.015350811
Moderate 0.3389984 Low Con 0.165 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Identity Attack0.40447855
Insult0.12883772
Profanity0.027137227
Threat0.0084793
Severe Toxicity0.011672974
Moderate 0.3389984 Constructive 0.564 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
All white people at the food shelters
All white people at the food shelters
Identity Attack0.38246045
Insult0.09416737
Profanity0.08322773
Threat0.015602129
Severe Toxicity0.018449519
Moderate 0.3389984 Moderate Con 0.361 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if …
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if they have that many people.
Identity Attack0.3817989
Insult0.16195811
Profanity0.0838743
Threat0.01254427
Severe Toxicity0.015802706
Moderate 0.3389984 Moderate Con 0.34 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Identity Attack0.3817989
Insult0.26957804
Profanity0.16450337
Threat0.079364374
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.348
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
Identity Attack0.37655997
Insult0.11616662
Profanity0.09066332
Threat0.047835086
Severe Toxicity0.016900165
Moderate 0.3389984 Moderate Con 0.302
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
BASED old white guy with the bike haha
BASED old white guy with the bike haha
Identity Attack0.37082586
Insult0.16846494
Profanity0.1110661
Threat0.013010317
Severe Toxicity0.017158391
Moderate 0.3389984 Low Con 0.275
Jan 27, 2026 Inside Canada's Indian Invasion...
A woman just informed me when she had to find a house to rent she was turned down for 40 places because she was white. Apparently they are only renting to immigrants now.
A woman just informed me when she had to find a house to rent she was turned down for 40 places because she was white. Apparently they are only renting to immigrants now.
Identity Attack0.4139151
Insult0.110259406
Profanity0.043415543
Threat0.008129764
Severe Toxicity0.011062622
Moderate 0.3389984 Constructive 0.593
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It’s crazy because I just got fired for saying another ethnicity had a lower IQ. Say all you want about white people but don’t talk about anything other color.
It’s crazy because I just got fired for saying another ethnicity had a lower IQ. Say all you want about white people but don’t talk about anything other color.
Identity Attack0.3817989
Insult0.16897665
Profanity0.13256322
Threat0.011172019
Severe Toxicity0.012435913
Moderate 0.3389984 Moderate Con 0.421 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's not anyone's land. There are no native inhabitants there. Understand?😮😮😮😮😮😮😮
Identity Attack0.38215697
Insult0.12521741
Profanity0.035148825
Threat0.007068211
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.378 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
The white guy riding a bike in the winter is judging lol
The white guy riding a bike in the winter is judging lol
Identity Attack0.37655997
Insult0.1662211
Profanity0.10023434
Threat0.011379151
Severe Toxicity0.01502803
Moderate 0.3389984 Low Con 0.231 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
it's funny how older immigrants that feel something is taken away from them by new immigrants. the same way whites feel about none white immigrants
it's funny how older immigrants that feel something is taken away from them by new immigrants. the same way whites feel about none white immigrants
Identity Attack0.41222036
Insult0.123407245
Profanity0.07740857
Threat0.009877442
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.444 Moral_Argument
Oct 11, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
(White) Canadians should probably get better educated than sitting here commenting.
(White) Canadians should probably get better educated than sitting here commenting.
Identity Attack0.3817989
Insult0.16480011
Profanity0.02385794
Threat0.007534259
Severe Toxicity0.010375977
Moderate 0.3389984 Low Con 0.147 Identity_Assertion
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
How many Whites works in tim Hortons..... Um yeah zero 😂😂😂 buddy on the bike is a real one respect bud my kinda guy we need more bike guys like him 😅😅😂😂
How many Whites works in tim Hortons..... Um yeah zero 😂😂😂 buddy on the bike is a real one respect bud my kinda guy we need more bike guys like him 😅😅😂😂
Identity Attack0.3758158
Insult0.1342682
Profanity0.094219476
Threat0.020091362
Severe Toxicity0.018836858
Moderate 0.3389984 Constructive 0.585 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all …
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all big white countries they just wanna turn people against because there’s a growth in their people
Identity Attack0.3817989
Insult0.083359696
Profanity0.12220735
Threat0.019573374
Severe Toxicity0.019095084
Moderate 0.3389984 Moderate Con 0.358 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Justin Trudeau wants only non-white immigrants. Everybody knows that. He will spend as much money as possible to let in as many as possible. Immigration should be stopped completely.
Justin Trudeau wants only non-white immigrants. Everybody knows that. He will spend as much money as possible to let in as many as possible.  Immigration should be stopped completely.
Identity Attack0.41052565
Insult0.10587067
Profanity0.026180768
Threat0.011741633
Severe Toxicity0.012703998
Moderate 0.3389984 Low Con 0.192
Jul 8, 2018 3 likes How much do refugees and …
We're too nice and too woke so we're being pushed out and walked all over. I'm ashamed to be Canadian lately and it's sad. I've lived in Brampton since 1985 and seeing how much crime …
We're too nice and too woke so we're being pushed out and walked all over. I'm ashamed to be Canadian lately and it's sad. I've lived in Brampton since 1985 and seeing how much crime there is now and how I'm the minority now as a white single male is crazy. Brampton has changed so much it's so sad. 😢
Identity Attack0.36702603
Insult0.2659317
Profanity0.057443913
Threat0.008686432
Severe Toxicity0.010299683
Moderate 0.3389984 Constructive 0.671
Sep 1, 2025 40 likes Why Canadians Are Turning Against …
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. …
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. Really goes to show that they have generalised the whole population and don’t want to assimilate themselves.
Identity Attack0.40447855
Insult0.16897665
Profanity0.09583591
Threat0.0101363575
Severe Toxicity0.013349563
Moderate 0.3389984 Constructive 0.528 Identity_Assertion
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Bike guy is spitting facts lol. Thats a brave white man to say all that. Guy has nothing to lose lol.
Bike guy is spitting facts lol. Thats a brave white man to say all that. Guy has nothing to lose lol.
Identity Attack0.36598656
Insult0.19734058
Profanity0.10240069
Threat0.012233571
Severe Toxicity0.014188796
Moderate 0.3389984 Moderate Con 0.385 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the …
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the Domestic housing apartment and houses have mild and severe building faults, so isn't that ABUSE by White Fellars and there's nothing the home owner can do because legal and Court costs are so so expensive
Identity Attack0.3958119
Insult0.19500497
Profanity0.07126612
Threat0.010369381
Severe Toxicity0.015415368
Moderate 0.3389984 Constructive 0.572 Unverified_Claim
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
White people need to have bigger families again..
White people need to have bigger families again..
Identity Attack0.3819294
Insult0.10148193
Profanity0.0913099
Threat0.010214032
Severe Toxicity0.015802706
Moderate 0.3389984 Low Con 0.218 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
NE quadrant of Calgary AB, white people rare sight
NE quadrant of Calgary AB, white people rare sight
Identity Attack0.3825363
Insult0.1505596
Profanity0.073529124
Threat0.011689849
Severe Toxicity0.014382465
Moderate 0.3389984 Moderate Con 0.337 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Indian owned Dunkin Donuts and Subways in the United States don't hire blacks or whites and these companies a complicit in the discriminatory hiring practices.
Indian owned Dunkin Donuts and Subways in the United States don't hire blacks or whites and these companies a complicit in the discriminatory hiring practices.
Identity Attack0.41222036
Insult0.16861114
Profanity0.04065997
Threat0.008336896
Severe Toxicity0.010375977
Moderate 0.3389984 Moderate Con 0.375 Unverified_Claim
Jan 27, 2026 1 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.