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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: "Why in the hell are …" 207 comments · Page 4 of 9
Not a single Indian in Canada should be running as a politician the place would go to hell.
Not a single Indian in Canada should be running as a politician the place would go to hell.
Identity Attack0.55044734
Insult0.45758462
Profanity0.3866461
Threat0.10236332
Severe Toxicity0.06225512
Moderate 0.5721988 Low Con 0.209 Identity Attack Identity_Assertion
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, …
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, safe, secure and welcoming nation. So many Indians in Brampton because they have to live together for safety. They can avoid, racism, hatred, violence that way but still they can’t escape. Now it became favorite place for racist people, racist YouTubers etc. Indians are works in low wage jobs because they are not getting jobs according to their degrees, qualifications they have to do low wage jobs and even getting low wage jobs is very difficult. At least 12% Indians are jobless. Only some Indians help them and that’s why you find some place only indians. You can find many well educated even doctors, master degree engineers etc working in low wage jobs. You can just imagine lives of Those Indians who working with racist Canadians. Many people committed and committing suicide. This is state sponsored racism top to bottom so They are getting no help from anywhere. Canada making billions by international student and that way they getting low wage labourers still those young students getting racism, hatred like they are the problem of all problems of Canada. Racism, discrimination, hatred, violence against Indians is so normalise people don’t even hesitate. Really it’s horrible situation for Indians in Canada. Just look at the comments. Those racist, hateful people will going to get special place in hell. ( plz don’t delete comments.)
Identity Attack0.57150364
Insult0.5543018
Profanity0.13785136
Threat0.013528148
Severe Toxicity0.048457388
Moderate 0.568186 Constructive 0.579 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
hell yes time to get mad at minorities to make myself feel better
hell yes time to get mad at minorities to make myself feel better
Identity Attack0.38445538
Insult0.3388922
Profanity0.48510036
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.568186 Moderate Con 0.335
Jan 27, 2026 Inside Canada's Indian Invasion...
White guilt has been hacked. Jesus help us. These spoiled women and weak men are leading us to hell
White guilt has been hacked. Jesus help us. These spoiled women and weak men are leading us to hell
Identity Attack0.54996765
Insult0.47384647
Profanity0.36230123
Threat0.1366716
Severe Toxicity0.14126498
Moderate 0.56269526 Low Con 0.18 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a India this look really bad man politicians are really bad what the hell man and the question is why?
As a India this look really bad man politicians are really bad what the hell man and the question is why?
Identity Attack0.36702603
Insult0.46625584
Profanity0.46460027
Threat0.024580594
Severe Toxicity0.09385906
Moderate 0.55739564 Moderate Con 0.31 Policy_Critique
Jan 30, 2026 Inside Canada's Indian Metropolis (Brampton)
Indians flee their country as if escaping from hell, never realizing that they themselves are part of that very hell.
Indians flee their country as if escaping from hell, never realizing that they themselves are part of that very hell.
Identity Attack0.55044734
Insult0.45135358
Profanity0.39409557
Threat0.033386398
Severe Toxicity0.16960317
Moderate 0.5566829 Low Con 0.249 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Identity Attack0.11280017
Insult0.48569724
Profanity0.44890457
Threat0.01254427
Severe Toxicity0.028730227
Moderate 0.5559701 Low Con 0.183 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Red Indians 200 years before : Who the hell these white guys from Europe ?
Red Indians 200 years before : Who the hell these white guys from Europe ?
Identity Attack0.55044734
Insult0.40243408
Profanity0.47435758
Threat0.023199292
Severe Toxicity0.16960317
Moderate 0.5532103 Low Con 0.198 Identity Attack Comparative_Framing
Feb 3, 2026 Inside Canada's Indian Metropolis (Brampton)
Ban their book! Their book is against Christian and other religions! English - Muhsin Khan 6. Verily, those who disbelieve (in the religion of Islam, the Quran and Prophet Muhammad (Peace be upon him)) from …
Ban their book! Their book is against Christian and other religions! English - Muhsin Khan 6. Verily, those who disbelieve (in the religion of Islam, the Quran and Prophet Muhammad (Peace be upon him)) from among the people of the Scripture (Jews and Christians) and Al-Mushrikun will abide in the Fire of Hell. They are the worst of creatures. Al-Bayyinah | Surah 98 verse 6
Identity Attack0.57150364
Insult0.4125297
Profanity0.33141375
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.54823303 Low Con 0.192 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
Why the hell do you give visa ?
Why the hell do you give visa ?
Identity Attack0.054763943
Insult0.28997475
Profanity0.5013569
Threat0.0103175985
Severe Toxicity0.02453801
Moderate 0.52811706 Low Con 0.259 Question
Feb 16, 2026 7 likes Inside Canada's Indian Invasion...
How does someone from India come to America and buy a Mercedes travel van with no plates and get to drive around just fine meanwhile I’m getting pulled over for stopping to early at a …
How does someone from India come to America and buy a Mercedes travel van with no plates and get to drive around just fine meanwhile I’m getting pulled over for stopping to early at a stop sign! Our own police let these mfs do whatever they want and steal to high hell
Identity Attack0.46028158
Insult0.47384647
Profanity0.41081807
Threat0.06561559
Severe Toxicity0.14126498
Moderate 0.52139956 Moderate Con 0.384
Jan 27, 2026 Inside Canada's Indian Invasion...
What the hell are you talking about, half the students can't even speak English.
What the hell are you talking about, half the students can't even speak English.
Identity Attack0.0376521
Insult0.29383746
Profanity0.5013569
Threat0.009437286
Severe Toxicity0.02430326
Moderate 0.52139956 Low Con 0.202 Fear_Threat
Jan 19, 2026 18 likes Why Canada’s immigration system has …
Lol funny as hell brother i bet you were scared as hell lol
Lol funny as hell brother i bet you were scared as hell lol
Identity Attack0.03894114
Insult0.3388922
Profanity0.44431314
Threat0.043955702
Severe Toxicity0.08069076
Moderate 0.52007306 Moderate Con 0.431 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
hell ya Ontario do Sudbury its got a lot of problems
hell ya Ontario do Sudbury its got a lot of problems
Identity Attack0.2700233
Insult0.39743927
Profanity0.4756165
Threat0.042985857
Severe Toxicity0.08332442
Moderate 0.52007306 Moderate Con 0.337 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
get them the hell out of here, do we need to do this ourselves? I swear I will give my life for canada
get them the hell out of here, do we need to do this ourselves? I swear I will give my life for canada
Identity Attack0.24970764
Insult0.36798462
Profanity0.43900812
Threat0.13431145
Severe Toxicity0.043077253
Moderate 0.51980776 Moderate Con 0.344
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Sixty years ago Brampton was a farming town of 18,000 people? What a complete and utter load of shit. Sixty years ago is 1965. My family moved here in '79, and at that time it …
Sixty years ago Brampton was a farming town of 18,000 people? What a complete and utter load of shit. Sixty years ago is 1965. My family moved here in '79, and at that time it hadn't been a farming town for decades. Hell, when we moved here the Bramalea part of the city had a population well over 18,000 people, never mind Brampton as a whole. And that old church you talked about was a synagogue. I know because I grew up a few blocks from there in Professors Lake.
Identity Attack0.11512129
Insult0.4339631
Profanity0.5188411
Threat0.012337137
Severe Toxicity0.02425631
Moderate 0.51869136 Constructive 0.701
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
As Indian, indian Brahmin believe west is hell in middle age and late middle age, now they invet west and criticize their culture they are disgusting
As Indian, indian Brahmin believe west is hell in middle age and late middle age, now they invet west and criticize their culture they are disgusting
Identity Attack0.49855098
Insult0.5497792
Profanity0.357228
Threat0.10696311
Severe Toxicity0.16960317
Moderate 0.5140397 Low Con 0.297 Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
BAD is BAD, either know what you are doing or get the hell out.
BAD is BAD, either know what you are doing or get the hell out.
Identity Attack0.036620867
Insult0.3416952
Profanity0.4177144
Threat0.20544581
Severe Toxicity0.024772761
Moderate 0.5140397 Low Con 0.135 Call_To_Action
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Scamming hell hole. Over populated poopy lake poop beach services crashing everywhere
Scamming hell hole. Over populated poopy lake poop beach services crashing everywhere
Identity Attack0.027011903
Insult0.40243408
Profanity0.4242778
Threat0.021127338
Severe Toxicity0.13073033
Moderate 0.5140397 Low Con 0.175
Aug 15, 2025 1 likes How Canada broke its immigration …
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop …
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop the country they live in and are not problematic like other countries people 😅.....
Identity Attack0.55044734
Insult0.44126466
Profanity0.33453682
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.509388 Constructive 0.577 Identity Attack Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian dude is saying he never been discriminated in Canada, and in other hand, Canadian saying get the hell out of our country.
Indian dude is saying he never been discriminated in Canada, and in other hand, Canadian saying get the hell out of our country.
Identity Attack0.458714
Insult0.41767508
Profanity0.39498812
Threat0.036149003
Severe Toxicity0.024866661
Moderate 0.50789946 Moderate Con 0.369
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Get them the hell out. This should be a priority.
Get them the hell out. This should be a priority.
Identity Attack0.033269364
Insult0.3388922
Profanity0.4401715
Threat0.23696843
Severe Toxicity0.02439716
Moderate 0.50503236 Low Con 0.161 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I am mad as hell because every where I go. It’s only Indians working there, why why why. They only speak Punjabi. All Politicians at all levels are sleeping. Why don’t whit people and black …
I am mad as hell because every where I go. It’s only Indians working there, why why why. They only speak Punjabi. All Politicians at all levels are sleeping. Why don’t whit people and black people start protesting against Mass immigration and fake students from India.
Identity Attack0.5135796
Insult0.36798462
Profanity0.39409557
Threat0.04363242
Severe Toxicity0.056527592
Moderate 0.50503236 Constructive 0.54 Identity Attack
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Blame your government, your government is the first one to give political asylum to indian criminals. India government requested multiple times for extradition of these unsocial elements but instead canada fought back and broke relations …
Blame your government, your government is the first one to give political asylum to indian criminals. India government requested multiple times for extradition of these unsocial elements but instead canada fought back and broke relations with india. These criminals who have killed multiple people will die in hell and with them their protector canada. You'll pay a heavy price.
Identity Attack0.46028158
Insult0.46173862
Profanity0.2188925
Threat0.49142194
Severe Toxicity0.03321367
Moderate 0.5024724 Moderate Con 0.304 Policy_Critique
Mar 2, 2026 Inside Canada's Indian Invasion...
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me …
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me $8 over my asking wage. I don't mind Indians at all. They are hard working people and don't usually create problems. The Somalis are horrible. They have ZERO etiquette, manners and a complete disregard for anyone but themselves. I moved cities to get away from them because they have like 8-10 kids. They all just make kids for child benefit money and sit at home on welfare. They are ALL on welfare. Those on ODSP work under the table while on a disability benefit. The government is dumb as hell for bringing so many. Nice cities have become shit holes because they're dirty and don't care about their communities. They're just awful.
Identity Attack0.55044734
Insult0.44464502
Profanity0.3194067
Threat0.051391184
Severe Toxicity0.16960317
Moderate 0.5024724 Constructive 0.654 Identity Attack Personal_Narrative
Jan 28, 2026 1 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.