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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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30,738 comments · Page 112 of 1230
So Indians came to Canada and didn't built anything or add to Canadian economy. Load of Bulsh*t . These Racists got to get some common sense. Look around you. The little town grew almost into …
So Indians came to Canada and didn't built anything or add to Canadian economy. Load of Bulsh*t . These Racists got to get some common sense. Look around you. The little town grew almost into a metropolis. Listen how casually the Red Neck says " they don't pay taxes" HAHA. Even the illegal immigrants in USA are being collected Tax from and you talking about legal Immigrants with SIN numbers.
Identity Attack0.5135796
Insult0.5739874
Profanity0.46460027
Threat0.019055385
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.332 Identity Attack Insult
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
👎👎👎 racist “journalist”
👎👎👎 racist “journalist”
Identity Attack0.37082586
Insult0.5739874
Profanity0.16682947
Threat0.013165667
Severe Toxicity0.040387187
Moderate 0.60311776 Low Con 0.209 Insult Meta_Commentary
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Your at a government meeting and all you can say is i don't have that information 😂 what the fuck are you doing at your job new generation workers at thier best god help us …
Your at a government meeting and all you can say is i don't have that information 😂 what the fuck are you doing at your job new generation workers at thier best god help us there is no hope for our country 0%
Identity Attack0.08500996
Insult0.40243408
Profanity0.5722072
Threat0.012803185
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.31 Policy_Critique
Nov 12, 2025 IRCC Names India in Study …
That lady is She’s lying. She can you look like you dead in the face is still away liar
That lady is She’s lying. She can you look like you dead in the face is still away liar
Identity Attack0.050671257
Insult0.64537907
Profanity0.24438259
Threat0.09623027
Severe Toxicity0.02491361
Moderate 0.60311776 Low Con 0.154 Insult
Sep 28, 2025 1 likes IRCC Names India in Study …
UGLY COUNTRY, EVER I SEE
UGLY COUNTRY, EVER I SEE
Identity Attack0.5135796
Insult0.4962726
Profanity0.31761163
Threat0.013476364
Severe Toxicity0.16960317
Moderate 0.60311776 Low Con 0.238 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
its great to see immigrants complaining about another immigrant 😂 also does he know how much indians contribute to the gdp....... govt wants us fool
its great to see immigrants complaining about another immigrant 😂 also does he know how much indians contribute to the gdp....... govt wants us fool
Identity Attack0.50125694
Insult0.62169385
Profanity0.25275812
Threat0.009981008
Severe Toxicity0.023076924
Moderate 0.60311776 Low Con 0.247 Identity Attack Insult Humor_Satire
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
Canada has changed, and it sure isn't for the fucking better!
Canada has changed, and it sure isn't for the fucking better!
Identity Attack0.10221587
Insult0.3470427
Profanity0.70864636
Threat0.008841781
Severe Toxicity0.040387187
Moderate 0.60311776 Low Con 0.274 Policy_Critique
Oct 1, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
You are a liar, not surprise you work for the government
You are a liar, not surprise you work for the government
Identity Attack0.02138452
Insult0.67254376
Profanity0.17520344
Threat0.0084793
Severe Toxicity0.01806218
Moderate 0.60311776 Low Con 0.127 Insult
May 4, 2020 1 likes How much do refugees and …
So....The same thing is happening in my city. As long as they don't start migrating to my little hometown, idgaf. Stay off my property and you're good :) But as soon as one of those …
So....The same thing is happening in my city. As long as they don't start migrating to my little hometown, idgaf. Stay off my property and you're good :) But as soon as one of those Curry-eating, Sand-wiping, Goat-forking Sand Niggas step one ugly, smelly foot in my house trying to steal from me...IT'S LYNCHING TIME!
Identity Attack0.6007182
Insult0.5678696
Profanity0.46460027
Threat0.2836219
Severe Toxicity0.349738
Moderate 0.60311776 Moderate Con 0.418 Identity Attack Insult Fear_Threat
Feb 9, 2026 Inside Canada's Indian Invasion...
The greatest scammers in the world are Indians from India not natives in North America
The greatest scammers in the world are Indians from India not natives in North America
Identity Attack0.6637263
Insult0.4962726
Profanity0.29053202
Threat0.030623792
Severe Toxicity0.21902075
Moderate 0.60311776 Low Con 0.129 Identity Attack Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
The guy with a bike needs to learn that his grandfathers stole Canada from the Indians! 😂Calling Africans useless shows how low IQ he has.
The guy with a bike needs to learn that his grandfathers stole Canada from the Indians! 😂Calling Africans useless shows how low IQ he has.
Identity Attack0.55044734
Insult0.6109131
Profanity0.13785136
Threat0.011353259
Severe Toxicity0.02406851
Moderate 0.60311776 Low Con 0.181 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks To trudope, Canada is screwed
Thanks To trudope, Canada is screwed
Identity Attack0.39966375
Insult0.5678696
Profanity0.44431314
Threat0.008090926
Severe Toxicity0.04397394
Moderate 0.60311776 Moderate Con 0.304 Insult
Jul 8, 2019 How much do refugees and …
Let's nuke India and Israel
Let's nuke India and Israel
Identity Attack0.58743036
Insult0.26957804
Profanity0.29209393
Threat0.60325533
Severe Toxicity0.35515398
Moderate 0.60311776 Low Con 0.16 Identity Attack Threat Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I migrated to canada expecting to have a better environment but left due to the stanky indians
I migrated to canada expecting to have a better environment but left due to the stanky indians
Identity Attack0.6227552
Insult0.5678696
Profanity0.26583168
Threat0.009644418
Severe Toxicity0.06011435
Moderate 0.60311776 Moderate Con 0.386 Identity Attack Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Why are we some damned powerless? “We don’t want to be overconfident”, what a ridiculous statement from someone in authority.
Why are we some damned powerless? “We don’t want to be overconfident”, what a ridiculous statement from someone in authority.
Identity Attack0.025806036
Insult0.5678696
Profanity0.48510036
Threat0.009825659
Severe Toxicity0.02373986
Moderate 0.60311776 Low Con 0.278 Insult Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
5.39 is he real ? African intelligence is below down syndrom ehhh
5.39 is he real ? African intelligence is below down syndrom ehhh
Identity Attack0.6007182
Insult0.5101222
Profanity0.28708664
Threat0.02613456
Severe Toxicity0.19149859
Moderate 0.60311776 Low Con 0.148 Identity Attack Insult Unverified_Claim
Feb 21, 2026 Inside Canada's Indian Invasion...
The root cause is that a lot of Canadians are square head, very foolish, not understanding 3rd world country people. They live in a very harsh life and will do anything broken your system.
The root cause is that a lot of Canadians are square head, very foolish, not understanding 3rd world country people. They live in a very harsh life and will do anything broken your system.
Identity Attack0.50125694
Insult0.6407567
Profanity0.14666493
Threat0.011275585
Severe Toxicity0.023246882
Moderate 0.60311776 Moderate Con 0.331 Identity Attack Insult Identity_Assertion
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get supported. Because for some reason, people think Carney is king and walks on water and was the first man on the moon and everything else he takes credit for that. He didn't do. He left nothing but chaos in his wake anywhere. He's been just asked the slaves in the Amazon rainforest. What they thought of him in Brookfield, management asked the United Kingdom what they thought about his stint there and now he's in Canada. He wrecked things for 5 years as Trudeau's advisor and now he's the big shot, loser, screwing Canada even worse. I'm willing to bet if anyone actually cared enough to follow the money. I think canadian taxpayers are paying for not only his trips around to these other countries for deals, but I think were accommodating Brookfield management as well!
Identity Attack0.13377325
Insult0.6677319
Profanity0.2347036
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.60311776 Moderate Con 0.488 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This your racist/maple maga/ trump lover/ shit will allow foreigners to come and take over our country. It will be game over. if you let common sense be defeated by radical left wing propaganda that …
This your racist/maple maga/ trump lover/ shit will allow foreigners to come and take over our country. It will be game over. if you let common sense be defeated by radical left wing propaganda that is anti right in the sense its everything is a cop out because its maga. While we fight over left and right, These invaders will come in, use our social programs to amass massive amounts of wealth, power and control, and they will insert themselves into government, and convince you rejecting their wants and needs is racist, and wrong. it will tear you down and rip you apart. They are here to take over! Theres a world movement from muslims and Hindus and punjabs all fighting to tear down the colonialism that once conquered them, and the people in power are allowing it because they're DEI!
Identity Attack0.46614665
Insult0.5739874
Profanity0.5013569
Threat0.067232
Severe Toxicity0.17009245
Moderate 0.60311776 Moderate Con 0.425 Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I have not met one person that says they have voted liberal.?. The election was 100% rigged. We are in serious trouble. We need to wake the fuck up.!
I have not met one person that says they have voted liberal.?. The election was 100% rigged. We are in serious trouble. We need to wake the fuck up.!
Identity Attack0.08170113
Insult0.40420914
Profanity0.6919765
Threat0.0138755
Severe Toxicity0.029626917
Moderate 0.60311776 Moderate Con 0.37 Unverified_Claim
Aug 29, 2025 4 likes Why Canadians Are Turning Against …
For all the folks watching and cursing on Indians let me tell you that 95% of those Indians you saw there in Brampton are Punjabis....it's because Punjab is a shit hole and has nothing left. …
For all the folks watching and cursing on Indians let me tell you that 95% of those Indians you saw there in Brampton are Punjabis....it's because Punjab is a shit hole and has nothing left. You won't find too many South Indians, they are educated, they genuinely come to study or work in high skilled jobs and immigrate back to India later on
Identity Attack0.57150364
Insult0.5015486
Profanity0.5381406
Threat0.11309616
Severe Toxicity0.2733782
Moderate 0.60311776 Constructive 0.593 Identity Attack Insult Comparative_Framing
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Indians are obnoxious. Indian religions statues shouldnt be in open display,
Indians are obnoxious. Indian religions statues shouldnt be in open display,
Identity Attack0.6458014
Insult0.5130944
Profanity0.2980872
Threat0.029933142
Severe Toxicity0.16960317
Moderate 0.60311776 Low Con 0.184 Identity Attack Insult Identity_Assertion
Feb 13, 2026 Inside Canada's Indian Invasion...
8:07 bro that chicks jacket is fkn sick! 🔥
8:07 bro that chicks jacket is fkn sick! 🔥
Identity Attack0.10221587
Insult0.40698266
Profanity0.47435758
Threat0.018019408
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.423 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
12:55 rubbish... Always helping their own and that is a fact!
12:55 rubbish... Always helping their own and that is a fact!
Identity Attack0.024600167
Insult0.5270482
Profanity0.29209393
Threat0.009411395
Severe Toxicity0.023927659
Moderate 0.60311776 Low Con 0.289 Insult Unverified_Claim
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Indians are also extremely racist 😂 so that whole crying over “White man bad” doesn’t really cut it
Indians are also extremely racist 😂 so that whole crying over “White man bad” doesn’t really cut it
Identity Attack0.6220118
Insult0.4555076
Profanity0.28938356
Threat0.02250864
Severe Toxicity0.16960317
Moderate 0.60311776 Low Con 0.269 Identity Attack Identity_Assertion
Jan 29, 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.