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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 60 of 67
I'm a white Canadian and I want more Indians because they don't want Sharia law like Muslim do so yah I'd rather live amongst the Indians they're awesome people
I'm a white Canadian and I want more Indians because they don't want Sharia law like Muslim do so yah I'd rather live amongst the Indians they're awesome people
Identity Attack0.30103904
Insult0.0654725
Profanity0.057944927
Threat0.008013252
Severe Toxicity0.010223389
Low Tox 0.2667042 Constructive 0.598 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
5:35 White man is telling it how it is
5:35 White man is telling it how it is
Identity Attack0.2795294
Insult0.059061307
Profanity0.07708528
Threat0.012440704
Severe Toxicity0.010147095
Low Tox 0.2648175 Low Con 0.232 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Imagine if a place in India had a town with almost a million white people living in it
Imagine if a place in India had a town with almost a million white people living in it
Identity Attack0.29798782
Insult0.061101943
Profanity0.06295506
Threat0.012181788
Severe Toxicity0.010223389
Low Tox 0.2648175 Low Con 0.153 Comparative_Framing
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
People will look at this and still tell you white replacement isn't real
People will look at this and still tell you white replacement isn't real
Identity Attack0.2808415
Insult0.06407392
Profanity0.08064143
Threat0.01119791
Severe Toxicity0.009117126
Low Tox 0.2648175 Low Con 0.212 Identity_Assertion
Nov 9, 2025 Inside Canada's Indian Metropolis (Brampton)
This stuff is so overblown. Indian people are cool, they'll become fuuly assimilated Canadians in a few generations. "White" Canadians today count as people from all over Europe, when in the past they were all …
This stuff is so overblown. Indian people are cool, they'll become fuuly assimilated Canadians in a few generations. "White" Canadians today count as people from all over Europe, when in the past they were all different and all fear mongered about each other
Identity Attack0.30256465
Insult0.07428485
Profanity0.04266402
Threat0.007754337
Severe Toxicity0.007896423
Low Tox 0.2648175 Constructive 0.617
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank-you so much for this video. I am a 54 year old, white Canadian woman. I have lived in Ontario my entire life, but I don't recognize it anymore, and, if I had the money, …
Thank-you so much for this video. I am a 54 year old, white Canadian woman. I have lived in Ontario my entire life, but I don't recognize it anymore, and, if I had the money, I would leave. We are being taken over by immigrants, and we aren't allowed to say anything about it, or we are called racists. It's so unfair! How is it OK, that we are forced to remain silent as we watch our country be taken over? Our housing, our jobs, our culture; it's all being handed over to immigrants, mainly from East India and Arab countries. Even my kid's school population has become 95% East Indians and Arabs. The remaining 5% are a mix of whites, blacks, and a couple of kids from the Philippines. There is no diversity. It's just so unfair!
Identity Attack0.28034934
Insult0.12159709
Profanity0.036401358
Threat0.00951496
Severe Toxicity0.008888245
Low Tox 0.26293078 Constructive 0.754
Aug 28, 2025 7 likes Why Canadians Are Turning Against …
That white woman talking about people not being alive when history happened, she’s alive watching history happen right now so she can’t complain about it
That white woman talking about people not being alive when history happened, she’s alive watching history happen right now so she can’t complain about it
Identity Attack0.2783691
Insult0.06582214
Profanity0.062454045
Threat0.01254427
Severe Toxicity0.00957489
Low Tox 0.26293078 Low Con 0.285 Meta_Commentary
Sep 10, 2025 Why Canadians Are Turning Against …
I ran a business in Canada for 30+ years before retiring. An East Indian never bounced a cheque on me and they always paid on time. It was white people that bounced cheques and tried …
I ran a business in Canada for 30+ years before retiring. An East Indian never bounced a cheque on me and they always paid on time. It was white people that bounced cheques and tried not to pay their invoices.
Identity Attack0.35624164
Insult0.06722072
Profanity0.024267852
Threat0.0076119336
Severe Toxicity0.0062942505
Low Tox 0.26104406 Constructive 0.644
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? "Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.29188538
Insult0.071750276
Profanity0.043916557
Threat0.008453408
Severe Toxicity0.008010864
Low Tox 0.26104406 Constructive 0.633 Question
Feb 15, 2026 Inside Canada's Indian Metropolis (Brampton)
i am surprised Sidhu never asked why is a white guy trying to smuggle himself into the USA? I hope you thanked Krishna for keeping you safe! :)
i am surprised Sidhu never asked why is a white guy trying to smuggle himself into the USA? I hope you thanked Krishna for keeping you safe! :)
Identity Attack0.2808415
Insult0.0817555
Profanity0.030890211
Threat0.012803185
Severe Toxicity0.00919342
Low Tox 0.26104406 Constructive 0.614 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
No offense but white people are europeans who stayed in canada.
No offense but white people are europeans who stayed in canada.
Identity Attack0.32476485
Insult0.06250052
Profanity0.03339528
Threat0.007197669
Severe Toxicity0.007209778
Low Tox 0.26104406 Low Con 0.249 Identity_Assertion
Jan 31, 2026 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)
Always remember who pushed for this in the first place. This country is completely ruined, and will never be the same. These people will be the majority in a few years, and just wait and …
Always remember who pushed for this in the first place. This country is completely ruined, and will never be the same. These people will be the majority in a few years, and just wait and see how they treat whites then... They didn't start this though. The juu controlled politicians enacted this massive migration surge... The JNF is like canadas AIPAC and every single federal poilitician is bought and paid for.
Identity Attack0.28034934
Insult0.089778624
Profanity0.02249157
Threat0.0100069
Severe Toxicity0.0064849854
Low Tox 0.25915736 Moderate Con 0.404 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Its called the great replacement happening in all white countries. Look up every provincial pm in canada and youll see them meeting with rabbis. Both political parties as well
Its called the great replacement happening in all white countries. Look up every provincial pm in canada and youll see them meeting with rabbis. Both political parties as well
Identity Attack0.2774022
Insult0.10587067
Profanity0.035399333
Threat0.009048914
Severe Toxicity0.007171631
Low Tox 0.25727063 Moderate Con 0.317 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Guy on the bike is every Canadian born white man under age 50.
Guy on the bike is every Canadian born white man under age 50.
Identity Attack0.28883415
Insult0.07745308
Profanity0.02522431
Threat0.009178371
Severe Toxicity0.008049011
Low Tox 0.25727063 Low Con 0.195 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
😂 man, the honesty of the white guy in the bike is refreshing, it'll be soo nice if we all can give a honest opinion without anybody getting offended
😂 man, the honesty of the white guy in the bike is refreshing, it'll be soo nice if we all can give a honest opinion without anybody getting offended
Identity Attack0.2774022
Insult0.06858205
Profanity0.07708528
Threat0.012285355
Severe Toxicity0.009422302
Low Tox 0.2553839 Constructive 0.521 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it …
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it would take a while. They will need time and patience. Likely their children will be more assimilated if they were young or born there. A lot of immigrants who are white in your country and your history likely took time for them to assimilate. But their children were likely already assimilated. Also, don’t blame the immigrants for the actions of your government. And yes, your country is changing and it happens all the time when you are nation founded by immigrants. For some of you who think the system isn’t working I get that. But for those who find it a problem when they are not white, just say it.
Identity Attack0.28883415
Insult0.083112895
Profanity0.06195303
Threat0.009799767
Severe Toxicity0.008850098
Low Tox 0.2553839 Constructive 0.732 Moral_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
At the end, why are you asking "why?" You have super delicious food, you have a growing economy feeding the national GDP, you have super nice people. Also, if immigrants don't "integrate" then you get …
At the end, why are you asking "why?" You have super delicious food, you have a growing economy feeding the national GDP, you have super nice people. Also, if immigrants don't "integrate" then you get to enjoy a diversity of culture instead of it being white washed down to hamburgers and soggy, bland fries. Seriously, I don't understand any of the xenophobia in the comments- or the video here! Some of y'all sound like the MAGA that we have such a problem with here in the USA.
Identity Attack0.28034934
Insult0.0838533
Profanity0.026180768
Threat0.0073918556
Severe Toxicity0.006942749
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my …
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my career as a fashion designer... it was surprising to come back to visit family in Toronto and hear how fast Brampton had became a 'brown' town. (Not surprised to hear of India's global domination, as the population of the planet is out of control... consider the population of the planet in 1725 was half a billion, then in 1825 it was 1 billion, then in 1925 it was 2 billion, and in 2025 it is over 8 billion.)
Identity Attack0.3072352
Insult0.0838533
Profanity0.051431753
Threat0.011249693
Severe Toxicity0.009765625
Low Tox 0.25462922 Constructive 0.709
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I'm surprised he could find that many white people in Brampton.
I'm surprised he could find that many white people in Brampton.
Identity Attack0.2877625
Insult0.061451588
Profanity0.040409464
Threat0.009437286
Severe Toxicity0.007286072
Low Tox 0.25462922 Moderate Con 0.437 Humor_Satire
Feb 12, 2026 Inside Canada's Indian Invasion...
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared …
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared to grow old in this country that’s why I train hard and stay strong.
Identity Attack0.2823795
Insult0.06477321
Profanity0.046922635
Threat0.010705971
Severe Toxicity0.008659363
Low Tox 0.25462922 Constructive 0.689 Fear_Threat
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any …
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any business and pay better taxes to contribute better. Sorry to say, we love white people. I myself had to spend 5 years, put in efforts to make white friends, chinese, japanese, arab, black friends (in order to learn canadian culture and try to adjust myself in it, without compromising extremely on my spiritual beliefs and positive aspects of my culture). quite a few are very good friends and discuss my problems and share theirs while others behave like they are somehow supreme than me... 6.5 years in Canada, worked hard to assimilate and now, Federal Government backstabbed me for PR along with a minimum wage paying, but expecting $30 results employer (white-canadians)... So, I guess, people who are not trusting them knew something that I didn't... I never worked cash never tried to misrepresent myself to IRCC and this is what I am made feel... while 100s of people did cash jobs, saved money and today are getting PRs... still I am trying my best to stay legally, without exploiting loopholes... but, I feel scammed by the canadian dream.
Identity Attack0.293411
Insult0.0818789
Profanity0.037904397
Threat0.008246276
Severe Toxicity0.008773804
Low Tox 0.25462922 Constructive 0.706 Personal_Narrative
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
all white people moved out of brampton including me
all white people moved out of brampton including me
Identity Attack0.28034934
Insult0.060752302
Profanity0.0816113
Threat0.011482717
Severe Toxicity0.009307861
Low Tox 0.25462922 Moderate Con 0.327
Sep 20, 2025 66 likes Inside Canada's Indian Metropolis (Brampton)
It's so paradoxical that the indians back in India and abroad are projecting different outlooks about immigration and assimilation. I think it's absurd. In recent India, they look down upon immigration in India and complain …
It's so paradoxical that the indians back in India and abroad are projecting different outlooks about immigration and assimilation. I think it's absurd. In recent India, they look down upon immigration in India and complain about the lack of assimilation of immigrants to the diverse Indian culture. But abroad in another country as immigrants they want to protect their culture and do not want to assimilate to that country's culture or way of life. 😅 The comments about equality of humans, non discrimination etc made me laugh so much.. Ask them about the caste discrimination in their society, anti-conversion laws, attacks on sikhs, muslims, christians institutions/places of worship, and how they treat african students & other non-white races in India to have a better understanding on their views. 😂😅
Identity Attack0.28034934
Insult0.09563028
Profanity0.06946823
Threat0.009023022
Severe Toxicity0.008163452
Low Tox 0.25462922 Constructive 0.792 Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Remember all the Epstein file are white men and whites girls. Always a withe guy thinking to be better
Remember all the Epstein file are white men and whites girls. Always a withe guy thinking to be better
Identity Attack0.28034934
Insult0.070799805
Profanity0.03189224
Threat0.008634649
Severe Toxicity0.0075531006
Low Tox 0.25462922 Low Con 0.183 Identity_Assertion
Feb 16, 2026 3 likes 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.