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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "That's how the natives felt …" 21 comments
such racists. imagine how the native people felt when the europeans showed up and took over the whole country instead of a fricking city. jeezus.
such racists. imagine how the native people felt when the europeans showed up and took over the whole country instead of a fricking city. jeezus.
Identity Attack0.44690517
Insult0.5130944
Profanity0.42185885
Threat0.011508608
Severe Toxicity0.05832097
Moderate 0.5779532 Low Con 0.195 Insult
Oct 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m just happy white ppl are mad. Ask the natives how they felt when your ancestors genocide millions of natives. Your white politicians did this because you whites are lazy and only want office jobs …
I’m just happy white ppl are mad. Ask the natives how they felt when your ancestors genocide millions of natives. Your white politicians did this because you whites are lazy and only want office jobs with work life balance. Immigrants are willing to work low end jobs.
Identity Attack0.5948528
Insult0.48228607
Profanity0.2347036
Threat0.08703069
Severe Toxicity0.04666401
Moderate 0.5566829 Moderate Con 0.471 Identity Attack Moral_Argument
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
What is the problem here. I wonder how the Natives felt when the Euros came and murdered, raped and held them in reservations.
What is the problem here. I wonder how the Natives felt when the Euros came and murdered, raped and held them in reservations.
Identity Attack0.44690517
Insult0.3388922
Profanity0.30690086
Threat0.44235477
Severe Toxicity0.08595808
Moderate 0.47886392 Moderate Con 0.349 Moral_Argument
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. …
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. That how things started in the 1930s and those of you aware of the history know what happened next. It started with the Jews, but totally about 550 million people dies as a result of such evil actions. So, you are starting with the Indians, then the Muslims and Africans, but you'll be the next...
Identity Attack0.5135796
Insult0.40243408
Profanity0.05393682
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.46186632 Constructive 0.518 Identity Attack Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and …
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and then you sit here and complain that you're being invaded. Are you guys for real. You invaded first, so you don't have a right to complain. You know who else felt like strangers in their own country? The native Canadians and the Native Americans.
Identity Attack0.4907465
Insult0.41767508
Profanity0.06796519
Threat0.009048914
Severe Toxicity0.021419114
Moderate 0.45751464 Constructive 0.511 Moral_Argument
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
Atleast the racist white ppl are now feeling what is natives felt for the past how many years we were the minority now white people are aswell
Atleast the racist white ppl are now feeling what is natives felt for the past how many years we were the minority now white people are aswell
Identity Attack0.5135796
Insult0.3470427
Profanity0.17926037
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.45703048 Moderate Con 0.407 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on …
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on Indians who are paying humongous sums to live in countries like Canada!! Big big difference!!! And yes it’s racism cuz you’re scared of the fact that someone more compatible is replacing you in wrk cuz of better skills, work ethics, and discipline!!
Identity Attack0.5135796
Insult0.3406697
Profanity0.0913099
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.624 Identity Attack Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Identity Attack0.5135796
Insult0.24928534
Profanity0.117874645
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4274071 Constructive 0.557 Identity Attack Moral_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
Identity Attack0.50515443
Insult0.25602314
Profanity0.29209393
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.4274071 Moderate Con 0.32 Identity Attack Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Exactly how native americans felt when bunch of theives and looters invaded north america from britain
Exactly how native americans felt when bunch of theives and looters invaded north america from britain
Identity Attack0.33352965
Insult0.43158367
Profanity0.096805766
Threat0.011327368
Severe Toxicity0.016641939
Moderate 0.40614098 Low Con 0.187 Comparative_Framing
Feb 14, 2026 3 likes Inside Canada's Indian Invasion...
Now white people know how natives of the land felt. Karma is beautiful
Now white people know how natives of the land felt. Karma is beautiful
Identity Attack0.44690517
Insult0.16195811
Profanity0.108590275
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.3811502 Moderate Con 0.367 Identity_Assertion
Jan 20, 2026 6 likes Inside Canada's Indian Metropolis (Brampton)
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should …
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should condemn other areas as well that are majority of immigrants. Vaughn area is filled with Chinese people no one makes a fuss about it. They ain't speaking english, they aint serving American junk food everywhere, yet Indians are a problem. The community has vices, but justifying xenophobia with that is awful. European descendant people came here and took over native Canadians. Can't think how it must've felt for them. That was unarguably way worse than the current immigration system. My point being its a problem against a specific community is not really being uncomfortable for the sake of the country but purely out of spite and racism. I can see the concerns but not when they stereotype every Indian.
Identity Attack0.28622448
Insult0.16868424
Profanity0.054938845
Threat0.007870848
Severe Toxicity0.007896423
Low Tox 0.26859093 Constructive 0.862
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Once upon time natives felt that about whites
Once upon time natives felt that about whites
Identity Attack0.29188538
Insult0.06424874
Profanity0.07805514
Threat0.010265815
Severe Toxicity0.008468628
Low Tox 0.26104406 Moderate Con 0.313 Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I would've felt bad for Canadians as an Indian But i remembered what canadians themselves did to native population in canada Those who commited genocide shouldn't complaint about such cases
I would've felt bad for Canadians as an Indian But i remembered what canadians themselves did to native population in canada Those who commited genocide shouldn't complaint about such cases
Identity Attack0.28034934
Insult0.0623257
Profanity0.017162729
Threat0.027515862
Severe Toxicity0.0075149536
Low Tox 0.24603334 Constructive 0.573
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his …
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his fellow Southern European friends the kind of problems they felt and how difficult it was for them to assimilate in the society. Discrimination against Italians and the internal migration from NY to NJ is known to most people. Spanish were not even granted citizenship for the most part. I agree that immigrants should assimilate, not create a dirty atmosphere and be respectful but the xenophobia in this video is insane and so ironic, coming from a Portugese man.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.008789998
Severe Toxicity0.006828308
Low Tox 0.2396185 Constructive 0.791 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m native Canadian, I grew up in a neighborhood full of Indians and it was rare to be in the same class with another native in a class full of foreigners, I felt like a …
I’m native Canadian, I grew up in a neighborhood full of Indians and it was rare to be in the same class with another native in a class full of foreigners, I felt like a stranger in my own country
Identity Attack0.15517195
Insult0.034011267
Profanity0.021535112
Threat0.006809296
Severe Toxicity0.0037384033
Low Tox 0.1460314 Constructive 0.544 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
You're now feeling how the natives felt when you invaded their space back in the day.
You're now feeling how the natives felt when you invaded their space back in the day.
Identity Attack0.040745795
Insult0.029604018
Profanity0.01805087
Threat0.009463178
Severe Toxicity0.0026893616
Low Tox 0.10956833 Moderate Con 0.329 Moral_Argument
Feb 27, 2026 4 likes Inside Canada's Indian Invasion...
The native American felt the same when European immigrants were settling in North America
The native American felt the same when European immigrants were settling in North America
Identity Attack0.08087392
Insult0.021610579
Profanity0.021740068
Threat0.007301235
Severe Toxicity0.002632141
Low Tox 0.104795754 Low Con 0.281
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
I wonder if the native Indians felt the same way.
I wonder if the native Indians felt the same way.
Identity Attack0.10221587
Insult0.020901557
Profanity0.021330157
Threat0.0072235605
Severe Toxicity0.0026893616
Low Tox 0.10045706 Moderate Con 0.403 Comparative_Framing
Sep 21, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good jobs and I speak English like a native. I got my PR in 2015 and I remember the painful uphill battle I had to go through just get that. All the bureaucracy, redtape, unnecessarily rigid rules, high cost and long wait I received from CIC/IRCC felt like a humiliation to me. Every document was scrutinized and every step had obstacle that fealt unreasonable (my TOEFL examiner ask me why I had to do the language test required by CIC, and I had to visit a notary to validate my Chinese national ID card). It felt uneasy but I understood that these were the rules that everyone had to go through, and moving and integrating into a new society was never meant to be easy. I went back to Canada in 2021 and 2024, and it was evident that the country I once called home had gone down the hill. The streets were screaming crime, unemployment, inflation, drug and filth, it's total social rot. As someone who went through the whole immigration process (and many of my friends who went through the same have left Canada for good, like myself), I attribute much of this to failed immigration policy. I cannot help but feel confused, angry, betrayed and humiliated when I look at the recent immigration policies of Canada and their results, and compare with what I had to go through. The feeling sums up to: Canada penalizes the hard-working and law-abiding people, and rewards the undeserved and the cheaters. Example: when the US creates wars in the Middle East, why does CANADA bear the cost of bringing in refugees? I never regretted moving back to China and East Asia, and I feel bad for those who still truly think of Canada as home, as I am one myself. When the leadership of a country deviates from pragmatism, reason and common sense, and instead embraces idealogies, hypocrisy and political optics, this is what happens. The prices are paid by everyone, immigrant or not. For this, Trudeau deserves a court trial for his incompetence and dereliction of duty; and the people of Canada need some honest and serious retrospection. I will share some words of wisdom by the late Lee Kwan Yew: “Whoever governs Singapore (LKY was the PM and founding father of Singapore) must have that iron in him. Or give it up. This is not a game of cards, this is your life and mine. I've spent a whole lifetime building this and as long as I'm in charge, nobody is going to knock it down.” I hope the clownish weakling politicians in Canada (and, in much of the western world nowadays) can be enlightened a little bit.
Identity Attack0.01465176
Insult0.03158728
Profanity0.018187506
Threat0.0072235605
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.819
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
now they know how the natives felt.
now they know how the natives felt.
Identity Attack0.019776696
Insult0.013478912
Profanity0.013917602
Threat0.0074048014
Severe Toxicity0.0014972687
Low Tox 0.037105743 Low Con 0.3
Nov 7, 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.