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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: "The only people you should …" 4,268 comments · Page 69 of 171
Looks like Indiana there are growing stronger as a community. Hope they help all the homeless people as well. For people who says illegal immigrants and cash in hand jobs, most people from India works …
Looks like Indiana there are growing stronger as a community. Hope they help all the homeless people as well. For people who says illegal immigrants and cash in hand jobs, most people from India works so hard and they are only contributing to the society unlike other countries like Pakistan or Arabs who destroys a society
Identity Attack0.46028158
Insult0.23237456
Profanity0.06395709
Threat0.014738814
Severe Toxicity0.018320406
Moderate 0.3625127 Constructive 0.72 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Identity Attack0.43256098
Insult0.24928534
Profanity0.024609445
Threat0.036149003
Severe Toxicity0.015286255
Moderate 0.3625127 Constructive 0.594 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
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 …
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 …
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 …
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)
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...
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)
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...
I just hope they realize they are stealing jobs.... I haven't been employed in years and everywhere I go its Indian people... Can't even get a job at mc donalds....
I just hope they realize they are stealing jobs.... I haven't been employed in years and everywhere I go its Indian people... Can't even get a job at mc donalds....
Identity Attack0.38215697
Insult0.24903896
Profanity0.058946952
Threat0.011042561
Severe Toxicity0.011367798
Moderate 0.36095104 Constructive 0.547 Economic_Argument
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Get ICE to Canada and deport these fraudulent and hold these people accountable!
Get ICE to Canada and deport these fraudulent and hold these people accountable!
Identity Attack0.09659086
Insult0.37960073
Profanity0.023584666
Threat0.050744623
Severe Toxicity0.009841919
Moderate 0.36095104 Low Con 0.184 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Those people need to leave Canada they are not here to be Canadian so they should go
Those people need to leave Canada they are not here to be Canadian so they should go
Identity Attack0.38185352
Insult0.16795322
Profanity0.033144772
Threat0.014393489
Severe Toxicity0.016060932
Moderate 0.36095104 Low Con 0.2
Aug 26, 2025 Why Canadians Are Turning Against …
The people on the panel can easily be replaced by AI and this case, I would not feel sorry for them. You'd have all those stats within minutes. Absolute incompetence!
The people on the panel can easily be replaced by AI and this case, I would not feel sorry for them. You'd have all those stats within minutes. Absolute incompetence!
Identity Attack0.0064006294
Insult0.38406035
Profanity0.023994578
Threat0.0079873605
Severe Toxicity0.0043678284
Moderate 0.36095104 Low Con 0.295 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Really people can't being human it feels that why cant anyone stop being racist
Really people can't being human it feels that why cant anyone stop being racist
Identity Attack0.28034934
Insult0.25404143
Profanity0.14930901
Threat0.011482717
Severe Toxicity0.018449519
Moderate 0.36095104 Low Con 0.291 Moral_Argument
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
Welp, 1. We gave government immigration jobs to the very same greasy people who are not doing any kind of vetting. 2. Immigration "consultants" gaming the system by submitting false documentation and defrauding their own …
Welp, 1. We gave government immigration jobs to the very same greasy people who are not doing any kind of vetting. 2. Immigration "consultants" gaming the system by submitting false documentation and defrauding their own people in the process. (See Item 1) 3. Shopping mall colleges enrolling foreign students, taking their money and pumping out useless "Business Diplomas" for classes they never attended, Then they claim asylum and or turn to crime all the while mooching off food banks. (See items 1 & 2) 4. Foreign investors buying Tim Hortons, McDonalds, and other retail business then import and only hire their own people to work as indebted slaves as Canadian tax payers subsidize them. 5. Anyone can claim refugee status in Canada and get instant benefits. 6. They can bring over Grama and Grampa who contribute zero to the economy and clog up social services and the healthcare system. Questions?...
Identity Attack0.19298288
Insult0.37392882
Profanity0.070942834
Threat0.009644418
Severe Toxicity0.011367798
Moderate 0.36095104 Moderate Con 0.453 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
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 …
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)
Canada is destroyed. By these people is coming from ya third country
Canada is destroyed. By these people is coming from ya third country
Identity Attack0.3817989
Insult0.19734058
Profanity0.03489832
Threat0.032005094
Severe Toxicity0.017416617
Moderate 0.36095104 Low Con 0.21 Fear_Threat
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
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 …
A country that is slave to American talking about invasion bro your country's people exterminated the native people and built a nation on blood and theft. Before commenting on other communities , reflect on that …
A country that is slave to American talking about invasion bro your country's people exterminated the native people and built a nation on blood and theft. Before commenting on other communities , reflect on that genocide, you people did .
Identity Attack0.32768643
Insult0.21135417
Profanity0.058946952
Threat0.1115629
Severe Toxicity0.021548226
Moderate 0.36095104 Low Con 0.281 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have a large office building on the Gold Coast Australia. Recently we have been culturally enriched and now there are about 1/2 a dozen 'businesses' near me that offer 'training' in aged/disability services exclusively …
I have a large office building on the Gold Coast Australia. Recently we have been culturally enriched and now there are about 1/2 a dozen 'businesses' near me that offer 'training' in aged/disability services exclusively for immigrants. How lovely. Completely unrelated I am sure, but I have had to pay 4 times to have human excrement removed from the garden in front on my building THIS YEAR and I lost count for 2025. I have put in thorny bushes, cameras, and even a polite note asking these amazing people who are now in my country to please not defalcate in my garden as my business offers services exclusively to children with disabilities.
Identity Attack0.26494437
Insult0.33964422
Profanity0.2253223
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.775 Fear_Threat
Jan 27, 2026 196 likes 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...
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 …
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)
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)

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.