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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 196 of 1230
Man! What FAAKD up English are these guys speaking? All I can see are Turban guys roaming everywhere. Deport these cheapsters before things start going down the drain for Canada as a whole.
Man! What FAAKD up English are these guys speaking? All I can see are Turban guys roaming everywhere. Deport these cheapsters before things start going down the drain for Canada as a whole.
Identity Attack0.30103904
Insult0.46923602
Profanity0.41503602
Threat0.056240413
Severe Toxicity0.028730227
Moderate 0.4826145 Low Con 0.219 Fear_Threat
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Fake refugees , fake marriages, please stop this nonsense.And crime and fraud are on the rise.
Fake refugees , fake marriages, please stop this nonsense.And crime and fraud are on the rise.
Identity Attack0.41222036
Insult0.4986907
Profanity0.08452088
Threat0.011922873
Severe Toxicity0.021419114
Moderate 0.4826145 Moderate Con 0.308
Jan 16, 2026 2.9 million Canadian temporary visas …
Canadians have to realize that we will need much stronger Government which will say NO to all of these new migrants (not immigrants) who are taking jobs, culture, raising their idols, praying in the street …
Canadians have to realize that we will need much stronger Government which will say NO to all of these new migrants (not immigrants) who are taking jobs, culture, raising their idols, praying in the street and making havoc to other people. They are acting like that are entitled to do that just because they are allowed to ! I am immigrant too and I didn't came here to watch all these people how change and make it dirty more and more every day. They just bringing same shit where they are running from ? You see how stupid that is ? We have to change Government as fast as possible otherwise Canada is done ! People wake up don't be scared to say NO ! I would love to see how this beautiful country goes down the drain. Cheers ❤❤❤
Identity Attack0.39677486
Insult0.46625584
Profanity0.45706853
Threat0.014566151
Severe Toxicity0.024725812
Moderate 0.4826145 Constructive 0.616 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across …
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across a homeless Indian? Do we need less of them? Yes, but do a lot of them also grind their asses off to make it work? Yes. They only get berated because there’s a surge of them, and this would’ve been just as bad for Africans, Latinos and East asians if roles were reversed. “They stay to themselves” yeah it’s called a community and white people have always excluded minorities lmao so suck it up. We do need to deport a lot of these students who make a mess but lets not act like these Indians aren’t hustlers who do what it takes to make it work.
Identity Attack0.49584505
Insult0.46625584
Profanity0.41503602
Threat0.07323132
Severe Toxicity0.16233426
Moderate 0.4826145 Constructive 0.63
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Y’all areeeee so racist, it doesn’t even make sense.
Y’all areeeee so racist, it doesn’t even make sense.
Identity Attack0.293411
Insult0.43450394
Profanity0.22321637
Threat0.0100069
Severe Toxicity0.023076924
Moderate 0.4826145 Low Con 0.201 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
khalisthan is terrrist organization
khalisthan is terrrist organization
Identity Attack0.5502601
Insult0.4962726
Profanity0.33141375
Threat0.2836219
Severe Toxicity0.35368225
Moderate 0.4826145 Low Con 0.137 Identity Attack Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
So the guy from India at 9:50 is talking *hit.
So the guy from India at 9:50 is talking *hit.
Identity Attack0.27171627
Insult0.3388922
Profanity0.47435758
Threat0.063675895
Severe Toxicity0.0394905
Moderate 0.4826145 Low Con 0.297
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians r bioweapons. they hv already invaded & destroyed Brampton...
Indians r bioweapons. they hv already invaded & destroyed Brampton...
Identity Attack0.55044734
Insult0.3493834
Profanity0.17148167
Threat0.19862294
Severe Toxicity0.08069076
Moderate 0.4826145 Low Con 0.22 Identity Attack Unverified_Claim
Mar 1, 2026 Inside Canada's Indian Invasion...
Every none black immigrants always surpass black Canadians, why is that.
Every none black immigrants always surpass black Canadians, why is that.
Identity Attack0.5983441
Insult0.34626248
Profanity0.10797132
Threat0.009566744
Severe Toxicity0.023076924
Moderate 0.4826145 Low Con 0.236 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
wtf did bro get himself into
wtf did bro get himself into
Identity Attack0.012943448
Insult0.17237684
Profanity0.5643384
Threat0.010239923
Severe Toxicity0.023411209
Moderate 0.4826145 Moderate Con 0.333 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I use to go to this school and these Pakistani kids or Indian kids were spitting on people and they kept doing it and it just pisses me off like this needs to stop!
I use to go to this school and these Pakistani kids or Indian kids were spitting on people and they kept doing it and it just pisses me off like this needs to stop!
Identity Attack0.50515765
Insult0.37960073
Profanity0.3866461
Threat0.04524883
Severe Toxicity0.056527592
Moderate 0.4826145 Moderate Con 0.47 Identity Attack Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Poop in a well and then tell us why it tastes off why dont you.
Poop in a well and then tell us why it tastes off why dont you.
Identity Attack0.011839314
Insult0.25404143
Profanity0.4033339
Threat0.020091362
Severe Toxicity0.023505108
Moderate 0.4826145 Low Con 0.162
Oct 1, 2025 IRCC Names India in Study …
Indians have no tolerance for their own minorities. Their religion and DNA is racist and caste based. Muslims and Christians are treated as untouchables. Even low caste Hindus are maltreated and considered unclean like minorities. …
Indians have no tolerance for their own minorities. Their religion and DNA is racist and caste based. Muslims and Christians are treated as untouchables. Even low caste Hindus are maltreated and considered unclean like minorities. Just imagine Canada becoming a caste society. Canada is ruined.
Identity Attack0.57150364
Insult0.40243408
Profanity0.07514556
Threat0.013528148
Severe Toxicity0.023364257
Moderate 0.4826145 Moderate Con 0.346 Identity Attack
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Kick them out just a bunch of piglets
Kick them out just a bunch of piglets
Identity Attack0.10221587
Insult0.36939126
Profanity0.25458565
Threat0.53875744
Severe Toxicity0.15179962
Moderate 0.4826145 Low Con 0.138 Threat
Aug 25, 2025 Why Canadians Are Turning Against …
The bike holding fatso mister obese,mister clean the refrigerator,mister eat it all up thinks we the sub Saharan countries are low IQ people!
The bike holding fatso mister obese,mister clean the refrigerator,mister eat it all up thinks we the sub Saharan countries are low IQ people!
Identity Attack0.4911651
Insult0.47384647
Profanity0.22321637
Threat0.012337137
Severe Toxicity0.038593806
Moderate 0.4826145 Low Con 0.151 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
That was such an ignorant comment about Muslims and Africans. As an Egyptian Muslim who has lived in Canada for five years, I’ve found most Canadians to be incredibly friendly. It’s a shame to hear …
That was such an ignorant comment about Muslims and Africans. As an Egyptian Muslim who has lived in Canada for five years, I’ve found most Canadians to be incredibly friendly. It’s a shame to hear such rhetoric when a significant portion of the workforce and healthcare system , the people serving Canadians every day, are Muslim and/or African.
Identity Attack0.50515443
Insult0.4810288
Profanity0.055940874
Threat0.007029374
Severe Toxicity0.017997624
Moderate 0.4826145 Constructive 0.773 Identity Attack Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
If Indians thought it was their right to kick out the Whites, then it should also be a right for Whites to kick out Indians. Am I missing something here?
If Indians thought it was their right to kick out the Whites, then it should also be a right for Whites to kick out Indians. Am I missing something here?
Identity Attack0.55803186
Insult0.24928534
Profanity0.2258264
Threat0.5195707
Severe Toxicity0.16960317
Moderate 0.4826145 Moderate Con 0.33 Identity Attack Threat Identity_Assertion
Jan 27, 2026 23 likes Inside Canada's Indian Invasion...
This Tyler guy is an agitator. What you don't understand is this; World has moved from Separation to Integration, YOU CANNOT STOP THAT with your racist ideology.
This Tyler guy is an agitator. What you don't understand is this; World has moved from Separation to Integration, YOU CANNOT STOP THAT with your racist ideology.
Identity Attack0.23998553
Insult0.5129801
Profanity0.05393682
Threat0.008556974
Severe Toxicity0.018191293
Moderate 0.4826145 Moderate Con 0.31 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Unbelievably racist guy on the bike calling Indians dirty. The Hindu religion legit requires you to shower before praying in the morning and praying at night lol.
Unbelievably racist guy on the bike calling Indians dirty. The Hindu religion legit requires you to shower before praying in the morning and praying at night lol.
Identity Attack0.50515604
Insult0.46327567
Profanity0.17101645
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.4826145 Moderate Con 0.409 Identity Attack Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
you guys all “love” and “respect” the bike guy because he was saying a whole lotta fked up shi
you guys all “love” and “respect” the bike guy because he was saying a whole lotta fked up shi
Identity Attack0.04203484
Insult0.36798462
Profanity0.47435758
Threat0.010421164
Severe Toxicity0.03680043
Moderate 0.4826145 Moderate Con 0.39 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indians have become the pigeons of Canada.
Indians have become the pigeons of Canada.
Identity Attack0.55044734
Insult0.46923602
Profanity0.16822512
Threat0.012233571
Severe Toxicity0.02402156
Moderate 0.4826145 Low Con 0.213 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Who the heck is running this country? It’s just so sad.
Who the heck is running this country? It’s just so sad.
Identity Attack0.084182754
Insult0.32682732
Profanity0.45706853
Threat0.009981008
Severe Toxicity0.023082556
Moderate 0.4826145 Low Con 0.264 Fear_Threat
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Lesson learned: keep Indians away. Thank you Canada.
Lesson learned: keep Indians away. Thank you Canada.
Identity Attack0.5983441
Insult0.26957804
Profanity0.06295506
Threat0.08396416
Severe Toxicity0.02514347
Moderate 0.4826145 Low Con 0.286 Identity Attack
Oct 14, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
The dude on the bike is definitely autistic 😂
The dude on the bike is definitely autistic 😂
Identity Attack0.38246045
Insult0.48627716
Profanity0.22105443
Threat0.0086087575
Severe Toxicity0.023106033
Moderate 0.4826145 Low Con 0.221 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Don't forget the 6 million truedumb snuck in
Don't forget the 6 million truedumb snuck in
Identity Attack0.043581683
Insult0.5423875
Profanity0.27072498
Threat0.011353259
Severe Toxicity0.01986976
Moderate 0.48141238 Low Con 0.173 Insult Unverified_Claim
Jan 3, 2026 New rules, regulations take effect …

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.