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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: "What about the person who …" 429 comments · Page 6 of 18
One person for this calamity - Pierre' Trudeau. He started this charade in 1980s. Canada is fecked!
One person for this calamity - Pierre' Trudeau. He started this charade in 1980s. Canada is fecked!
Identity Attack0.24801466
Insult0.4196762
Profanity0.10425757
Threat0.009411395
Severe Toxicity0.012574885
Moderate 0.38811707 Low Con 0.289
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
When are you going to report on the "greatest country on the world" shooting its own people? Talk about Trumps personal GESTAPO
When are you going to report on the "greatest country on the world" shooting its own people? Talk about Trumps personal GESTAPO
Identity Attack0.11744241
Insult0.24424846
Profanity0.057443913
Threat0.41623402
Severe Toxicity0.023076924
Moderate 0.38434127 Low Con 0.132 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
"they cant behave!" meanwhile the white dude here just walks around shirtless in the middle of the day. Oh wait that's your right, right? Imagine if an indian person did that.
"they cant behave!" meanwhile the white dude here just walks around shirtless in the middle of the day. Oh wait that's your right, right? Imagine if an indian person did that.
Identity Attack0.46028158
Insult0.19500497
Profanity0.099305905
Threat0.013702838
Severe Toxicity0.01735206
Moderate 0.3827457 Moderate Con 0.326
Oct 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Its just neoliberal Capitalism with free movement at its peak and every person who is decently educated is seen as a huge win to grow ones GDP Most of the white people who are interviewed …
Its just neoliberal Capitalism with free movement at its peak and every person who is decently educated is seen as a huge win to grow ones GDP Most of the white people who are interviewed here aren't young anymore They made themselves dependent on immigration and it turns out that a good chunk of this planet is out of Indians
Identity Attack0.46028158
Insult0.24767025
Profanity0.11725569
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.434
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport the person who said right in your face🕺🏻
Deport the person who said right in your face🕺🏻
Identity Attack0.078392304
Insult0.24630153
Profanity0.091633186
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.295
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
In Winnipeg it is also zero white people working in our Tim Hourtins. Its only racism if its a white person having this hiring practice.
In Winnipeg it is also zero white people working in our Tim Hourtins. Its only racism if its a white person having this hiring practice.
Identity Attack0.46028158
Insult0.16846494
Profanity0.03715288
Threat0.008634649
Severe Toxicity0.013543231
Moderate 0.37955463 Low Con 0.264 Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
Aah yes racism is a business ahh person - this dude
Aah yes racism is a business ahh person - this dude
Identity Attack0.2854555
Insult0.21368977
Profanity0.08807703
Threat0.019228047
Severe Toxicity0.02116089
Moderate 0.37955463 Low Con 0.285 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
You must get hold of person by name Justin Trudeau and bash him !!!!
You must get hold of person by name Justin Trudeau and bash him !!!!
Identity Attack0.013546381
Insult0.13245803
Profanity0.04291453
Threat0.49142194
Severe Toxicity0.023076924
Moderate 0.37795907 Low Con 0.214
Aug 25, 2025 Why Canadians Are Turning Against …
Sorry I don't believe that Indian dude, from my personal experience of working for an Indian company, being the only white employee, not 1 of them ever told 100% truth! Lying is considered Normal in …
Sorry I don't believe that Indian dude, from my personal experience of working for an Indian company, being the only white employee, not 1 of them ever told 100% truth! Lying is considered Normal in they're Culture, they don't see it as lying!!! I bet anything he found away around the rules and cheated and lied to get his RN Certificate and now does the bare minimum at his job, thats what he meant by its easy now!!! Note he also said Canada is like Indian, that just means they are turning it into India, so how can a person say they're proud to be Canadian??? Proud to be a Canadian means you asymulate, not turn it into India! Your getting a warped opinion from a lying Indian!!! That said I did meet a few good Indian elders mostly, as they follow the beliefs were all equal and treat you with respect, but if it ever comes down to an Indian against a white person in a dispute, the Indian will Always be favored in they're communities!!!😎😎😎
Identity Attack0.38230872
Insult0.3388922
Profanity0.07611542
Threat0.010058682
Severe Toxicity0.018836858
Moderate 0.37751234 Constructive 0.73 Unverified_Claim
Sep 20, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
1:52 this kinda person is why I no longer feel shame for some thoughts or opinions
1:52 this kinda person is why I no longer feel shame for some thoughts or opinions
Identity Attack0.034558404
Insult0.24424846
Profanity0.10425757
Threat0.011689849
Severe Toxicity0.013866014
Moderate 0.37751234 Moderate Con 0.404
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
oh wow........ (as someone who grew up in Vancouver...... aka "HongCouver" ......... you gotta come visit HONG-COUVER some day and do a video on how chinese are taking over the greater Vancouver area, NOT EVEN …
oh wow........ (as someone who grew up in Vancouver...... aka "HongCouver" ......... you gotta come visit HONG-COUVER some day and do a video on how chinese are taking over the greater Vancouver area, NOT EVEN JUST VANCOUVER CITY....... ITS EVERY SINGLE CITY within a 1-2 hour drive outside of Vancouver City................. THEY LITERALLY ARE TAKING OVER....... and I am NOTTT a racist person........ but man..... its not the same vancouver that I grew up in I tell you that, MY SON IS ONE OF ONLY 6 WHITE KIDS IN HIS ENTIRE SCHOOL (a elementary school of 400-450 kids BY THE WAY)...................... since grade 1 (he is now in grade 3) ........ HE HAS BEEN THE ONLY WHITE KID IN HIS CLASS SINCE HE STARTED GOING TO SCHOOL THERE................. AND AGAIN!!!!!!!!! NOTHING WRONG WITH CHINESE OR ASIAN PEOPLE................. I JUST CAN NOT HELP BUT WONDER THAT 15-30 YEARS FROM NOW............. IS THERE GOING TO BE ANYYYYY WHITE PEOPLE LEFT HERE????????? MY THOUGHTS ARE NO........ WHITE PEOPLE WILL BE LESS THEN 5%
Identity Attack0.38185352
Insult0.25800487
Profanity0.0887236
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.606 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
You know it was hard for him to find a white person when he has to interview the same guy lmfao. I'm a fellow Canadian and left the city because it's no longer Canada down …
You know it was hard for him to find a white person when he has to interview the same guy lmfao. I'm a fellow Canadian and left the city because it's no longer Canada down there it's a 3rd world country
Identity Attack0.40713623
Insult0.20901857
Profanity0.12374964
Threat0.008246276
Severe Toxicity0.01806218
Moderate 0.37751234 Constructive 0.515
Jan 27, 2026 Inside Canada's Indian Invasion...
I wonder if it was Carney's strategy to purposely put an incompetent person in charge of this file. That way she takes the blame for everything that Miller, Fraser, et al were responsible for and …
I wonder if it was Carney's strategy to purposely put an incompetent person in charge of this file. That way she takes the blame for everything that Miller, Fraser, et al were responsible for and screwed up on over the last decade.
Identity Attack0.0052906936
Insult0.4302003
Profanity0.1765991
Threat0.007819066
Severe Toxicity0.008239746
Moderate 0.37751234 Moderate Con 0.385 Policy_Critique
Feb 26, 2026 10 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Dont worry Canadistan is a magic place full of rainbows and unicorns and everyone who comes here miraculously becomes the best person ever...unless they arent libtards then waaaah
Dont worry Canadistan is a magic place full of rainbows and unicorns and everyone who comes here miraculously becomes the best person ever...unless they arent libtards then waaaah
Identity Attack0.28034934
Insult0.38852
Profanity0.15635987
Threat0.0076507707
Severe Toxicity0.012833111
Moderate 0.37751234 Low Con 0.281 Humor_Satire
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
@1:56 THANK YOU FOR SPEAKING OUT, THIS IS ALL I WANT. I am TIRED of people coming here and not respecting our way of life and pushing their ways onto us. Also the lack of …
@1:56 THANK YOU FOR SPEAKING OUT, THIS IS ALL I WANT. I am TIRED of people coming here and not respecting our way of life and pushing their ways onto us. Also the lack of English speakers is fcking annoying as hell, especially when they are in a job that makes them have to serve the public. The amount of times that I have ordered food and that person not understand what I want is abysmal. Also @3:50 that is now reality in my city too. My own born and raised Canadian brother legit can't find a job even in neighboring cities.
Identity Attack0.10221587
Insult0.26957804
Profanity0.39026237
Threat0.01052473
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.771 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why is Brampton such an issue. I mean its just one city these videos never focus on real issues just blaming or demonizing one community to blame their failures. Their mayors are white MP’s are …
Why is Brampton such an issue. I mean its just one city these videos never focus on real issues just blaming or demonizing one community to blame their failures. Their mayors are white MP’s are white , premiers are white prime ministers are white but somehow a brown or black person working in tim horton is the root of all problems.
Identity Attack0.46028158
Insult0.24171697
Profanity0.06395709
Threat0.009566744
Severe Toxicity0.014769804
Moderate 0.37751234 Constructive 0.512 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Yes, Indians came to Canada. Yes, they live mostly in Brampton. So what? The focus should be on whether a person is a good citizen or not. If an Indian is being an a** sure …
Yes, Indians came to Canada. Yes, they live mostly in Brampton. So what? The focus should be on whether a person is a good citizen or not. If an Indian is being an a** sure call him out, but do exactly the same for any other race or community. There are many hard working, law abiding Indians in Brampton. Painting all Indians with the same brush demotivates the genuine ones. This is like someone spotting 5 homeless white or refugee people on the road and filming them to then say all white and refugees are sh*t.
Identity Attack0.42615733
Insult0.3388922
Profanity0.30866358
Threat0.035113025
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.695 Moral_Argument
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Let them look elsewhere. I'm ok with that. Cancel those programs. So we let a student come here to get education and than end up with their whole family? So for person we need we …
Let them look elsewhere. I'm ok with that. Cancel those programs. So we let a student come here to get education and than end up with their whole family? So for person we need we get 10 we don't? This guy is delusional.
Identity Attack0.008879486
Insult0.4125297
Profanity0.03615085
Threat0.007754337
Severe Toxicity0.0043678284
Moderate 0.37694603 Moderate Con 0.488 Policy_Critique
Jan 20, 2026 4 likes Why Canada’s immigration system has …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking out, brothers and sisters. You are correct, I am not upset with immigrants per se, but am frustrated with how leaky and inept the government has been with their slack policies. I have been in public parks and watched as non-English speaking immigrants leave their trash littering a park! Where they do not respect personal space. I want to live with people who are interested in being Canadian and respect the cultural values and norms of Canadian citizens, NOT those who plan to come in and take over. Come on, guy who said Muslims are going to take over Canada. How well received do you thing that will be?! I have Muslim and Indian friends and they are not like this idiot.
Identity Attack0.2808415
Insult0.40243408
Profanity0.07482228
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.37694603 Constructive 0.852 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Person of color here… the man with the black cap is telling all the truth. Brampton is an example of everything that can go wrong with immigration.
Person of color here… the man with the black cap is telling all the truth. Brampton is an example of everything that can go wrong with immigration.
Identity Attack0.41052565
Insult0.2435641
Profanity0.024951037
Threat0.0082074385
Severe Toxicity0.012207031
Moderate 0.37576625 Constructive 0.573
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
As an IT professional , I can say that all American programmers are thrown away from the market because of Indians. Some of them are good , some are really bad, but what I noticed... …
As an IT professional , I can say that all American programmers are thrown away from the market because of Indians. Some of them are good , some are really bad, but what I noticed... they have a common fearure...they lie constantly about their education and experience. When you are interviewing an Indian IT person , they know everything, according to their answers... but it is a lie.
Identity Attack0.43896464
Insult0.2735258
Profanity0.1067334
Threat0.009851551
Severe Toxicity0.016706496
Moderate 0.37340668 Moderate Con 0.486 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Was in Vancouver last year, legit didn’t see a single white person I swear, thank god I didn’t stay there for the trip
Was in Vancouver last year, legit didn’t see a single white person I swear, thank god I didn’t stay there for the trip
Identity Attack0.4453683
Insult0.1342682
Profanity0.09324962
Threat0.013165667
Severe Toxicity0.018578632
Moderate 0.3722269 Moderate Con 0.405 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
In my corner of my million+ city, I’m SHOCKED 😮 when I see a white person, or “normal, legal, safe” driving knowledge and abilities
In my corner of my million+ city, I’m SHOCKED 😮 when I see a white person, or “normal, legal, safe” driving knowledge and abilities
Identity Attack0.40351558
Insult0.13064787
Profanity0.10178173
Threat0.012751401
Severe Toxicity0.02077355
Moderate 0.37073207 Moderate Con 0.366 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Not a single Indigenous person in sight. Foreigners complaining about foreigners ☠️
Not a single Indigenous person in sight. Foreigners complaining about foreigners ☠️
Identity Attack0.41975367
Insult0.1823172
Profanity0.046922635
Threat0.00866054
Severe Toxicity0.0128976675
Moderate 0.36867723 Low Con 0.278 Identity_Assertion
Jan 29, 2026 1 likes 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...

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.