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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 #}

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Active: "The only people who have …" 4,268 comments · Page 70 of 171
41, 000 is crazy insane should be like 100 only per year. This oversupply of people is what contributes to more people fighting for few resources (jobs, medical care, apartments, etc)
41, 000 is crazy insane should be like 100 only per year. This oversupply of people is what contributes to more people fighting for few resources (jobs, medical care, apartments, etc)
Identity Attack0.010063417
Insult0.37279442
Profanity0.10301965
Threat0.010550622
Severe Toxicity0.0077056885
Moderate 0.36095104 Constructive 0.52 Economic_Argument
Nov 21, 2025 18 likes Quebec Ends Economic Immigration Program …
The guy wearing the outfit in orange that supposedly has a job fit for <70 IQ people, calling sub saharans <70 IQ. LOL
The guy wearing the outfit in orange that supposedly has a job fit for <70 IQ people, calling sub saharans <70 IQ. LOL
Identity Attack0.36942887
Insult0.26957804
Profanity0.09034003
Threat0.0089712385
Severe Toxicity0.017158391
Moderate 0.36095104 Low Con 0.133 Humor_Satire
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
for me very hard to believe; this people living in the USA, get here, and no money?? WHY WE HAVE TO GAVE THEM EVERYTHING,??? what about our own people?? no food no money but this …
for me very hard to believe; this people living in the USA, get here, and no money?? WHY WE HAVE TO GAVE THEM EVERYTHING,??? what about our own people?? no food no money but this "HUMAN " get it , what they want, PLEASE GO HOMEEEEE!!!!!!!! we was a legal landed immigrant 1986 but we was working in SWITZERLAND then they kicked us out, we was honest, we told them , we have a money, from jan. _ may we had to show the Canadian ambassador how much money we have, and we got here but no help. only the English school and we was so happy, 3 years later we asking the citizenship and we got it, THANK YOU CANADA
Identity Attack0.3072352
Insult0.2735258
Profanity0.07482228
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.67
Mar 16, 2019 How much do refugees and …
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)
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should …
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should be deported and all money towards Ukraine!! Enough is enough as us taxpayers are tapped out.
Identity Attack0.28034934
Insult0.34203702
Profanity0.023379711
Threat0.00967031
Severe Toxicity0.009689331
Moderate 0.36095104 Constructive 0.524 Policy_Critique
Feb 26, 2026 250 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? …
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? See why Britain is having a protest today Sept 13 2025 for example. Also every town and city it feels like is getting a tent city. Small towns are becoming unsafe. It's sick.
Identity Attack0.10221587
Insult0.37846634
Profanity0.026454043
Threat0.008764107
Severe Toxicity0.007171631
Moderate 0.36095104 Constructive 0.713 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
As long as these people are not radical Islam, I think all is good!
As long as these people are not radical Islam, I think all is good!
Identity Attack0.43256098
Insult0.13607834
Profanity0.06195303
Threat0.020436687
Severe Toxicity0.01806218
Moderate 0.36095104 Moderate Con 0.397
Jan 27, 2026 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...
The comments on this video makes me sick. As a Canadian it genuinely disturbs me to read all the extremely racist rhetoric from people who I think better of. None of this video had any …
The comments on this video makes me sick. As a Canadian it genuinely disturbs me to read all the extremely racist rhetoric from people who I think better of. None of this video had any facts or anything. He just interviewed a racist guy on a bike and suddenly everyone thinks that is fact? If you actually did any real research, immigration has stimulated the Canadian economy immensely whether or not people want to believe it. And multiculturalism and sharing cultures will never be a bad thing. Racism will never be okay for Canadians. Stop it.
Identity Attack0.25309357
Insult0.3388922
Profanity0.057944927
Threat0.009204263
Severe Toxicity0.013285006
Moderate 0.36095104 Constructive 0.708 Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
This people are professional jokers
This people are professional jokers
Identity Attack0.034300596
Insult0.34314156
Profanity0.16496858
Threat0.0100069
Severe Toxicity0.010070801
Moderate 0.36095104 Low Con 0.252
Sep 27, 2025 3 likes IRCC Names India in Study …
Please research the FAKE trucking schools and inept semi drivers who are killing and maiming people on a regular basis. Humboldt Broncos accident in Saskatchewan, case in point. A company of two people, the boss …
Please research the FAKE trucking schools and inept semi drivers who are killing and maiming people on a regular basis. Humboldt Broncos accident in Saskatchewan, case in point. A company of two people, the boss who “trained” him, and the driver, who blew past a gigantic stop sign that was visible half a mile away because he was worried that “the tarp was flapping” on his load.
Identity Attack0.018470341
Insult0.40189892
Profanity0.026180768
Threat0.056563694
Severe Toxicity0.008964539
Moderate 0.36095104 Moderate Con 0.365 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Absolute BS! CBC propaganda bought and paid for…you guessed it, our taxes! Please contact your PC MP and encourage them to completely defund the CBC and shut the entire CBC down. Also ask them to …
Absolute BS! CBC propaganda bought and paid for…you guessed it, our taxes! Please contact your PC MP and encourage them to completely defund the CBC and shut the entire CBC down. Also ask them to include in their bill ZERO compensation, ZERO EI! We the people need to show these partisan leftist A-HOLES they’re going to pay BJ’ing lefty Trudeau!
Identity Attack0.056582913
Insult0.3470427
Profanity0.22622968
Threat0.011793415
Severe Toxicity0.016771052
Moderate 0.36095104 Moderate Con 0.409
Aug 14, 2018 2 likes How much do refugees and …
as an indian, i feel ashamed to be linked to these kind of ppl. absolutely no respect for the people that lived there before
as an indian, i feel ashamed to be linked to these kind of ppl. absolutely no respect for the people that lived there before
Identity Attack0.37361985
Insult0.22303216
Profanity0.11477985
Threat0.011456826
Severe Toxicity0.017222947
Moderate 0.36095104 Moderate Con 0.412 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
What happened to the native /indigenous people of Canada.? The European cacadians whose ancestors occupied that land and murdered the natives should find from which european country their ancestors came and move back to europe …
What happened to the native /indigenous people of Canada.? The European cacadians whose ancestors occupied that land and murdered the natives should find from which european country their ancestors came and move back to europe if they can not tolerate the new brown non European immigrants.
Identity Attack0.44690517
Insult0.16853803
Profanity0.05243378
Threat0.060443077
Severe Toxicity0.01683561
Moderate 0.36095104 Moderate Con 0.321
Nov 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Not our people, and they do not belong with our people. Want to talk about natives? Go ahead. An Indian chief would lose his scalp if he tried to replace his people. If you are …
Not our people, and they do not belong with our people. Want to talk about natives? Go ahead. An Indian chief would lose his scalp if he tried to replace his people. If you are not of their blood, you cannot be part of their nations and live among them in their communities. End of story. Want to talk about the British in India? Go ahead. At the peak, there were about 150,000 to 200,000 and they left. Time for Indians to go home.
Identity Attack0.44690517
Insult0.1823172
Profanity0.050680235
Threat0.04233929
Severe Toxicity0.02077355
Moderate 0.36095104 Constructive 0.513 Identity_Assertion
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
They are given 50,000 and I'm given nothing to start up my family while being born here and being raised in a poor family! Also those crossing the border Illgeally should be treated like criminals! …
They are given 50,000 and I'm given nothing to start up my family while being born here and being raised in a poor family! Also those crossing the border Illgeally should be treated like criminals! Can I go to your country illegally? So why with mine??? More people made rent higher, lower wages from competition and traffic is crazy now! Immigration has helped anyone but the immigrant and made my life harder.. all for being nice. Being nice doenst have any benefits except for being Walked on. Trudeau is just trying to buy votes
Identity Attack0.28034934
Insult0.3388922
Profanity0.06746418
Threat0.010395273
Severe Toxicity0.015867263
Moderate 0.36095104 Constructive 0.706
Jan 15, 2019 How much do refugees and …
The people from India have flooded many US cities , I dont know why we keep letting them into the country.
The people from India have flooded many US cities , I dont know why we keep letting them into the country.
Identity Attack0.44690517
Insult0.16053712
Profanity0.059447967
Threat0.013321015
Severe Toxicity0.019482423
Moderate 0.36095104 Moderate Con 0.43 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Don't believe 5:35 whatever this guy said if that's true why do we not have driving problems in Africa only in places with asain people and south asains 😅
Don't believe 5:35 whatever this guy said if that's true why do we not have driving problems in Africa only in places with asain people and south asains 😅
Identity Attack0.39334553
Insult0.08434689
Profanity0.087430455
Threat0.013528148
Severe Toxicity0.01935331
Moderate 0.36095104 Moderate Con 0.444 Unverified_Claim
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
Lol the only ones who can say something are the native inuits and those people. Not these Caucasian who think where ever they go they are natives and when other go to the same place …
Lol the only ones who can say something are the native inuits and those people. Not these Caucasian who think where ever they go they are natives and when other go to the same place they are immigrants
Identity Attack0.4139151
Insult0.23237456
Profanity0.089693464
Threat0.007870848
Severe Toxicity0.015996376
Moderate 0.36095104 Low Con 0.293 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
Please accelerate the deportation of people from Punjab and the Muslim nations. Let's make Canada safe and beautiful.
Please accelerate the deportation of people from Punjab and the Muslim nations. Let's make Canada safe and beautiful.
Identity Attack0.45348886
Insult0.08484049
Profanity0.020988565
Threat0.04132889
Severe Toxicity0.020257099
Moderate 0.36095104 Moderate Con 0.363
Dec 24, 2025 1 likes Deportations From Canada at Their …
I am from Hamilton. I went to toronto airport conventional centre. Had a walk in Malton neighborhood without knowing much. It was disgusting. Smell curry in the air in the middle of day, lousy people, …
I am from Hamilton. I went to toronto airport conventional centre. Had a walk in Malton neighborhood without knowing much. It was disgusting. Smell curry in the air in the middle of day, lousy people, the river has signs said no garbage dump, or fine 5000. The drivers were reckless. Even have Begger asks for money in the grocery parking lot.
Identity Attack0.022188433
Insult0.40243408
Profanity0.055940874
Threat0.007081157
Severe Toxicity0.006828308
Moderate 0.36095104 Constructive 0.731 Personal_Narrative
Sep 28, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
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...
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)

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.