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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 46 of 67
I haven't even got 6 minutes in and the white dude on the bike has said something racist, so matter of factly, about at least 8 groups of people.....
I haven't even got 6 minutes in and the white dude on the bike has said something racist, so matter of factly, about at least 8 groups of people.....
Identity Attack0.39334553
Insult0.20201176
Profanity0.057944927
Threat0.010032792
Severe Toxicity0.013607788
Moderate 0.36095104 Moderate Con 0.419 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Tim hortons is hiring everyone go and apply, the problem is these whites dont wanna work low paying 3rd class jobs
Tim hortons is hiring everyone go and apply, the problem is these whites dont wanna work low paying 3rd class jobs
Identity Attack0.40447855
Insult0.16989174
Profanity0.09034003
Threat0.008634649
Severe Toxicity0.013607788
Moderate 0.36095104 Moderate Con 0.348 Economic_Argument
Jan 28, 2026 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...
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...
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)
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As …
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As soon as there are more people from India in Government than white people , Canada will be a Third World Nation.
Identity Attack0.4453683
Insult0.16839184
Profanity0.028230323
Threat0.01052473
Severe Toxicity0.013155893
Moderate 0.36095104 Low Con 0.136 Fear_Threat
Sep 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The white guy needed an episode just for himself. 😭🤣
The white guy needed an episode just for himself. 😭🤣
Identity Attack0.38223284
Insult0.16124763
Profanity0.11354194
Threat0.025098583
Severe Toxicity0.016964722
Moderate 0.36095104 Low Con 0.203 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
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...
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 …
Why is that god white, if the general population of india is brown?
Why is that god white, if the general population of india is brown?
Identity Attack0.44690517
Insult0.110259406
Profanity0.10178173
Threat0.00933372
Severe Toxicity0.016319158
Moderate 0.36095104 Low Con 0.195 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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...
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
Identity Attack0.38246045
Insult0.09416737
Profanity0.1352073
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.336 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
temple Indian is very naive. very easy to have that position when your demographic makes up at least 15% of the global population. its not the same type of population, it wouldn't be okay in …
temple Indian is very naive. very easy to have that position when your demographic makes up at least 15% of the global population. its not the same type of population, it wouldn't be okay in our modern age anywhere else but to "white" people.
Identity Attack0.41222036
Insult0.22303216
Profanity0.08355101
Threat0.010291707
Severe Toxicity0.013543231
Moderate 0.36095104 Moderate Con 0.458 Identity_Assertion
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
Dear White People, This is a direct result of your own actions. Capitalist colonial imperialism led to this. Own it! Enjoy
Dear White People, This is a direct result of your own actions. Capitalist colonial imperialism led to this. Own it! Enjoy
Identity Attack0.38223284
Insult0.12702756
Profanity0.09260304
Threat0.019055385
Severe Toxicity0.016641939
Moderate 0.36095104 Low Con 0.215 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tyler, I WISH you would have met up with some of us next gen. THIS CITY USED TO BE WHITE, CANADIAN - POLISH & ITALIAN immigration WHITE. you dont call me a brown polak, you …
Tyler, I WISH you would have met up with some of us next gen. THIS CITY USED TO BE WHITE, CANADIAN - POLISH & ITALIAN immigration WHITE. you dont call me a brown polak, you call me white. we assimilated generations ago, brampton was thriving during the skyscraper era ... shame....
Identity Attack0.3958119
Insult0.19967617
Profanity0.030890211
Threat0.008582866
Severe Toxicity0.014447021
Moderate 0.36095104 Constructive 0.612 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Identity Attack0.44690517
Insult0.13607834
Profanity0.059948977
Threat0.03649433
Severe Toxicity0.013349563
Moderate 0.36095104 Moderate Con 0.437 Identity_Assertion
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
majority 😢white only
majority 😢white only
Identity Attack0.40255263
Insult0.08558089
Profanity0.09551262
Threat0.012130005
Severe Toxicity0.019740647
Moderate 0.36095104 Low Con 0.285 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same …
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same pattern repeating everywhere, which has something "better" to offer people compared to where they came from. OTOH, replace the Indians with white caucasians, and white caucasians with Inuits, isn't it just history repeating itself ?
Identity Attack0.44690517
Insult0.15627414
Profanity0.035148825
Threat0.0100069
Severe Toxicity0.016577384
Moderate 0.36095104 Constructive 0.608
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
That white European lady was the least Canadian in the video
That white European lady was the least Canadian in the video
Identity Attack0.4054415
Insult0.1378885
Profanity0.087430455
Threat0.0100069
Severe Toxicity0.014640691
Moderate 0.36095104 Low Con 0.255 Policy_Critique
Feb 27, 2026 Inside Canada's Indian Invasion...
Good timing on the video with all the news of fraud from Tim Hortons Indian workers looking for whites to marry them for 20 k now to stay here
Good timing on the video with all the news of fraud from Tim Hortons Indian workers looking for whites to marry them for 20 k now to stay here
Identity Attack0.3817989
Insult0.16758773
Profanity0.11539881
Threat0.023544617
Severe Toxicity0.017029278
Moderate 0.36095104 Moderate Con 0.397
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
All western nations are being invaded with the express purpose of making them minority white. This is a forced integration and invasion. Import the 3rd world become the 3rd world.
All western nations are being invaded with the express purpose of making them minority white. This is a forced integration and invasion. Import the 3rd world become the 3rd world.
Identity Attack0.4054415
Insult0.110259406
Profanity0.06495911
Threat0.019573374
Severe Toxicity0.019095084
Moderate 0.36043653 Low Con 0.161 Fear_Threat
Jan 28, 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.