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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

click to expand

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: "They are not indian they …" 4,309 comments · Page 81 of 173
I like majority of Indian ppl. I don't like criminals and scammers and violent crazies regardless of the race.
I like majority of Indian ppl. I don't like criminals and scammers and violent crazies regardless of the race.
Identity Attack0.36702603
Insult0.36798462
Profanity0.2366394
Threat0.025789235
Severe Toxicity0.020257099
Moderate 0.37458646 Constructive 0.515 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I honestly don’t know what the bike guy has against all Africans 😂he left how the Indians have taken over his county and focused on Africans 😂 I respect the hate😂 As a Nigerian African, …
I honestly don’t know what the bike guy has against all Africans 😂he left how the Indians have taken over his county and focused on Africans 😂 I respect the hate😂 As a Nigerian African, I also hate when people don’t assimilate into the country they are opportune to be part.
Identity Attack0.38445538
Insult0.16480011
Profanity0.14049543
Threat0.016120117
Severe Toxicity0.021806452
Moderate 0.37458646 Constructive 0.63 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't blame the Indians blame your politicians who sold you out for cheaper labor
Don't blame the Indians blame your politicians who sold you out for cheaper labor
Identity Attack0.38185352
Insult0.24928534
Profanity0.09195647
Threat0.012854968
Severe Toxicity0.016060932
Moderate 0.37458646 Moderate Con 0.305 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard …
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard in workplaces,hospitals,schools,retail,IT,manufacturing,government etc. ... Otherwise the so called mainstream bankrupt Cauca***n people dont even have money for retirement....Entitled lot dont want to work, they just want to make hateful videos and get attention. While they make such videos, Immigrants are focusing on working hard and getting ahead in life.
Identity Attack0.38176915
Insult0.3388922
Profanity0.22723788
Threat0.0100069
Severe Toxicity0.023076924
Moderate 0.37458646 Constructive 0.656
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As a son of an Indian immigrant. I will say alot of them are here illegally. They got to go.
As a son of an Indian immigrant. I will say alot of them are here illegally. They got to go.
Identity Attack0.4453683
Insult0.24171697
Profanity0.07320584
Threat0.020436687
Severe Toxicity0.01806218
Moderate 0.37458646 Constructive 0.58 Personal_Narrative
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
You can still do your thing, live your life, wear your clothes, eat your food. Heck, we love indian, Chinese and Jamaican food. But realize you are here, and act as such...
You can still do your thing, live your life, wear your clothes, eat your food. Heck, we love indian, Chinese and Jamaican food. But realize you are here, and act as such...
Identity Attack0.14019285
Insult0.18107465
Profanity0.36230123
Threat0.0104988385
Severe Toxicity0.021031776
Moderate 0.37458646 Constructive 0.625 Moral_Argument
Sep 24, 2025 1 likes Why Canadians Are Turning Against …
Not immigrants only Indians 🇮🇳🤮
Not immigrants only Indians 🇮🇳🤮
Identity Attack0.44690517
Insult0.2435641
Profanity0.096482486
Threat0.0287245
Severe Toxicity0.029626917
Moderate 0.37458646 Low Con 0.248 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Canada can do without Indians and India...If there is a will, there is a way.
Canada can do without Indians and India...If there is a will, there is a way.
Identity Attack0.46050715
Insult0.11978693
Profanity0.03389629
Threat0.04167421
Severe Toxicity0.019482423
Moderate 0.37458646 Low Con 0.192
Aug 25, 2025 Why Canadians Are Turning Against …
You are purposefully creating hate against Indians Nad using it as a business model
You are purposefully creating hate against Indians Nad using it as a business model
Identity Attack0.36598656
Insult0.16831873
Profanity0.11601777
Threat0.016120117
Severe Toxicity0.017674843
Moderate 0.37458646 Low Con 0.27 Moral_Argument
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
Million indian study permit were all.fraud.
Million indian study permit were all.fraud.
Identity Attack0.37292135
Insult0.2838064
Profanity0.124631
Threat0.011819307
Severe Toxicity0.017416617
Moderate 0.37458646 Low Con 0.168
Nov 30, 2025 1 likes IRCC Names India in Study …
INDIANS ARE BETTER THEN this 👉☪️🧕🇵🇰
INDIANS ARE BETTER THEN this 👉☪️🧕🇵🇰
Identity Attack0.39207554
Insult0.16890354
Profanity0.14666493
Threat0.025443908
Severe Toxicity0.023076924
Moderate 0.37458646 Low Con 0.289 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
What's wrong about Indians coming to America, it's their home as the indians were there in the first place before the white man came around 😂
What's wrong about Indians coming to America, it's their home as the indians were there in the first place before the white man came around 😂
Identity Attack0.44690517
Insult0.15485314
Profanity0.11601777
Threat0.011275585
Severe Toxicity0.020902663
Moderate 0.37458646 Moderate Con 0.392 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
We have been surviving without India and will do so, because Indians have come to this country and disrespected our norms, our culture and our way of life. People are tired and will no longer …
We have been surviving without India and will do so, because Indians have come to this country and disrespected our norms, our culture and our way of life. People are tired and will no longer put up with it.
Identity Attack0.45610145
Insult0.24287975
Profanity0.07643871
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.37458646 Moderate Con 0.466 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
When you say invasion it means committing genocide of millions and looting their culture And claim their landmass as yours For example what white Europeans did with Canadian and Red Indians
When you say invasion it means committing genocide of millions and looting their culture And claim their landmass as yours For example what white Europeans did with Canadian and Red Indians
Identity Attack0.41975367
Insult0.1640896
Profanity0.041912504
Threat0.13815513
Severe Toxicity0.021548226
Moderate 0.37458646 Moderate Con 0.386 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
This video says exactly what I've been saying for years. I've lived in Brampton my whole life and im 40 now so I'll tell you its changed and changed for the worse. My car has …
This video says exactly what I've been saying for years. I've lived in Brampton my whole life and im 40 now so I'll tell you its changed and changed for the worse. My car has been broken into atleast 20 times in 5 years and 3 months ago a older Indian man broke into our house and was wearing my sister's clothes sleeping in her bed. He went through all our stuff and even ate food out of the fridge. So violating and frustrating living in Brampton lately. I'm so ashamed to say im from Brampton and even indian people in other towns have made fun of me for living in Brampton and telling me how bad the driving is. Lol thanks buddy. 😢
Identity Attack0.36702603
Insult0.24287975
Profanity0.22592722
Threat0.054624002
Severe Toxicity0.023076924
Moderate 0.37340668 Constructive 0.805 Personal_Narrative
Sep 19, 2025 19 likes Inside Canada's Indian Metropolis (Brampton)
Don't call them "Pakis", call them Indians. Pakistanis don't flock into places this way, These guys simply don't want to live in India.
Don't call them "Pakis", call them Indians. Pakistanis don't flock into places this way, These guys simply don't want to live in India.
Identity Attack0.46028158
Insult0.16890354
Profanity0.10920923
Threat0.016810767
Severe Toxicity0.01896597
Moderate 0.37340668 Moderate Con 0.339 Identity_Assertion
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Dood. Enjoy their imported caste system which is now healthily applied by Indians working in HR departments dood.
Dood. Enjoy their imported caste system which is now healthily applied by Indians working in HR departments dood.
Identity Attack0.3817989
Insult0.24928534
Profanity0.2424468
Threat0.13515437
Severe Toxicity0.09912638
Moderate 0.37340668 Low Con 0.137 Unverified_Claim
Sep 19, 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...
One of big reason Indians feels oppressed in India is religion (Cult) , which they have successfully brought it here. 😬 Too many gurudwara/ temples and that statute is hideous.
One of big reason Indians feels oppressed in India is religion (Cult) , which they have successfully brought it here. 😬 Too many gurudwara/ temples and that statute is hideous.
Identity Attack0.41222036
Insult0.34314156
Profanity0.14402086
Threat0.020609349
Severe Toxicity0.023076924
Moderate 0.37340668 Moderate Con 0.411 Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
I prepared indian than the myslim take over. Indian are peaceful people because of yhe religion.
I prepared indian than the myslim take over. Indian are peaceful people because of yhe religion.
Identity Attack0.4508763
Insult0.16124763
Profanity0.09195647
Threat0.037530303
Severe Toxicity0.023076924
Moderate 0.37340668 Moderate Con 0.435 Fear_Threat
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Oddly, it's only white people you see on the street corner begging for money and doing the fentanyl fold. It's never Indians living in a tent not knowing where their next meal is coming from.
Oddly, it's only white people you see on the street corner begging for money and doing the fentanyl fold. It's never Indians living in a tent not knowing where their next meal is coming from.
Identity Attack0.44690517
Insult0.17486192
Profanity0.07805514
Threat0.011689849
Severe Toxicity0.015996376
Moderate 0.37340668 Moderate Con 0.366 Moral_Argument
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
i would advise never to eat at indian restaurants unless you can get a clear view of their kitchen, just a warning
i would advise never to eat at indian restaurants unless you can get a clear view of their kitchen, just a warning
Identity Attack0.44690517
Insult0.09855611
Profanity0.08549073
Threat0.01698343
Severe Toxicity0.018191293
Moderate 0.37340668 Moderate Con 0.398 Fear_Threat
Feb 26, 2026 Inside Canada's Indian Invasion...
importing millions of indians totally isnt making out housing crisis worse listen to ze government
importing millions of indians totally isnt making out housing crisis worse listen to ze government
Identity Attack0.40713623
Insult0.17734702
Profanity0.091633186
Threat0.022335978
Severe Toxicity0.023076924
Moderate 0.37340668 Low Con 0.222
Jan 27, 2026 Inside Canada's Indian Invasion...
😅 Indian become the mexican coyote of the north now i think trump seal the northern border by now
😅 Indian become the mexican coyote of the north now i think trump seal the northern border by now
Identity Attack0.4139151
Insult0.25602314
Profanity0.124631
Threat0.018192071
Severe Toxicity0.02296847
Moderate 0.37340668 Low Con 0.18 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Way too many Indians. Canada is losing the jobs and even the identity.
Way too many Indians. Canada is losing the jobs and even the identity.
Identity Attack0.4482637
Insult0.18107465
Profanity0.023174755
Threat0.00823333
Severe Toxicity0.012574885
Moderate 0.3722269 Moderate Con 0.329
Sep 21, 2025 3 likes How Canada broke its immigration …

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.