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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: "In India, there is no …" 2,270 comments · Page 29 of 91
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group "Khalistan" And you did illegal things without canada police permission Then why is video title like that?? Just ask Indian Punjabi how they feel about india... Punjab is jwel of india
Identity Attack0.46050715
Insult0.32211447
Profanity0.064458095
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.529 Policy_Critique
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
What's the fastest way to India from China??? The Alex Fraser bridge . we overrun by mud ppl in Canada now
What's the fastest way to India from China??? The Alex Fraser bridge . we overrun by mud ppl in Canada now
Identity Attack0.36803186
Insult0.42881694
Profanity0.11477985
Threat0.0100069
Severe Toxicity0.014963473
Moderate 0.4014846 Moderate Con 0.323 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
These khalistani are designated terrorist in india and your Canadian government give them shelter,and citizenship,now they are canadian, and it's your problem to tackle them.
These khalistani are designated terrorist in india and your Canadian government give them shelter,and citizenship,now they are canadian, and it's your problem to tackle them.
Identity Attack0.46614665
Insult0.3493834
Profanity0.026180768
Threat0.025616571
Severe Toxicity0.02077355
Moderate 0.4014846 Low Con 0.258 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
As long as they are not muslims. The muslims ones can stay in India
As long as they are not muslims. The muslims ones can stay in India
Identity Attack0.5108175
Insult0.191015
Profanity0.09899642
Threat0.024753258
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.264 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Better to accept immigrants from India than Muslim radicals.
Better to accept immigrants from India than Muslim radicals.
Identity Attack0.4931391
Insult0.26196828
Profanity0.06796519
Threat0.009747985
Severe Toxicity0.017481172
Moderate 0.4014846 Low Con 0.204 Identity_Assertion
Oct 12, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
I might be going out on a ladder, but: Hinduism > Islam India > Pakistan
I might be going out on a ladder, but: Hinduism > Islam India > Pakistan
Identity Attack0.49855098
Insult0.16773392
Profanity0.091633186
Threat0.050098058
Severe Toxicity0.026936848
Moderate 0.4014846 Moderate Con 0.316
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't turn canada into 3rd world gutter india.
Don't turn canada into 3rd world gutter india.
Identity Attack0.43256098
Insult0.40243408
Profanity0.14225815
Threat0.009385503
Severe Toxicity0.020644438
Moderate 0.4014846 Low Con 0.157 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indians just created another Mini India in front of the white people right under there nose .
Indians just created another Mini India in front of the white people right under there nose .
Identity Attack0.46028158
Insult0.26957804
Profanity0.19155724
Threat0.053007595
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.138
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians brag India is the greatest country. So go back😂😂😂
Indians brag India is the greatest country. So go back😂😂😂
Identity Attack0.43256098
Insult0.24928534
Profanity0.15938593
Threat0.022335978
Severe Toxicity0.02383376
Moderate 0.4014846 Low Con 0.173 Humor_Satire
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
Canada's liberal governments thought that these Punjabi Khalistanis, who kill Hindus and carry out terrorist activities in India, would blackmail India by giving them shelter. But this claim backfired.
Canada's liberal governments thought that these Punjabi Khalistanis, who kill Hindus and carry out terrorist activities in India, would blackmail India by giving them shelter. But this claim backfired.
Identity Attack0.48915586
Insult0.27558193
Profanity0.06746418
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.363 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Identity Attack0.49032792
Insult0.26957804
Profanity0.09868695
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.259 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Overpopulation of India is a problem for the entire world.
Overpopulation of India is a problem for the entire world.
Identity Attack0.48915586
Insult0.24424846
Profanity0.10301965
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.211
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? …
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? Clearly they are not the smartest… smh.
Identity Attack0.45348886
Insult0.35849577
Profanity0.08419759
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.4014846 Low Con 0.252 Identity_Assertion
Feb 25, 2026 13 likes Inside Canada's Indian Invasion...
I love india and I love Indians. I spent a lot of time in India. They are amazing. But this is wrong and it is the fault of the canadians.
I love india and I love Indians. I spent a lot of time in India. They are amazing. But this is wrong and it is the fault of the canadians.
Identity Attack0.5135796
Insult0.24630153
Profanity0.073529124
Threat0.009722093
Severe Toxicity0.020644438
Moderate 0.4014846 Constructive 0.603 Identity Attack Moral_Argument
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06796519
Threat0.0101363575
Severe Toxicity0.015415368
Moderate 0.4014846 Constructive 0.515 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one …
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one cause i agree some people in India are not educated enough to not fall for the so called "healthy tips" given by some brain washers in India on the basis of religion and as people say they are always on their phones and talking loudly and other things i will just say one thing see Canada born Indian's they are same as normal Canadian kids its just that their parents migrated from India to Canada and they lived half of their life in India soo in India it is common to do things like this they just need some time to adjust and even after 10 20 years they still act like this then please just see their kids they are well behaved and know how to behave in this country and i am not talking about eating poo cause that's just straight up bs yes i agree some do eat but not on regular basis and those who eat are not even 0.1% of Indians they are just less educated people those don't believe on modern meds and just get brainwashed by so called religious guru's who says drink cow piss and eat cow dung that is just bs and non educated Indian's don't get it, that's my time you are free to argue on some points in the reply's. Thank you
Identity Attack0.43896464
Insult0.39297962
Profanity0.240511
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.758
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The shinning India: First, call center fraud! Second, shoplifting Third, immigration fraud! Fourth, to be continued!
The shinning India: First, call center fraud! Second, shoplifting Third, immigration fraud! Fourth, to be continued!
Identity Attack0.41222036
Insult0.36798462
Profanity0.082581155
Threat0.015774792
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.146
Sep 29, 2025 26 likes IRCC Names India in Study …
Send them.all back to india !!!
Send them.all back to india !!!
Identity Attack0.43256098
Insult0.25205973
Profanity0.08840031
Threat0.13815513
Severe Toxicity0.023645958
Moderate 0.4014846 Low Con 0.191 Fear_Threat
Feb 15, 2026 2.9 million Canadian temporary visas …
Get them all out and ship them all back to India!
Get them all out and ship them all back to India!
Identity Attack0.44690517
Insult0.24928534
Profanity0.09486605
Threat0.18281023
Severe Toxicity0.023645958
Moderate 0.4014846 Low Con 0.223 Fear_Threat
Feb 18, 2026 2.9 million Canadian temporary visas …
India involved in immigration fraud nooooooo way
India involved in immigration fraud nooooooo way
Identity Attack0.44690517
Insult0.26957804
Profanity0.14490221
Threat0.013631714
Severe Toxicity0.023076924
Moderate 0.4013387 Low Con 0.247
Nov 24, 2025 IRCC Names India in Study …
I think we can all agree we don't want our countries to become India😏
I think we can all agree we don't want our countries to become India😏
Identity Attack0.4911651
Insult0.18977246
Profanity0.13256322
Threat0.04233929
Severe Toxicity0.02411546
Moderate 0.4013387 Moderate Con 0.367 Comparative_Framing
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
These India ppl increase house rent if you no India person 🤦🏽‍♀️ and they are very disrespectful they don’t understand simple English
These India ppl increase house rent if you no India person 🤦🏽‍♀️ and they are very disrespectful they don’t understand simple English
Identity Attack0.4508763
Insult0.32211447
Profanity0.10363861
Threat0.01052473
Severe Toxicity0.023076924
Moderate 0.4013387 Moderate Con 0.32
Oct 24, 2025 IRCC Names India in Study …
Canada is turning into New INDIA. Import the worst and Become the worst.
Canada is turning into New INDIA. Import the worst and Become the worst.
Identity Attack0.40351558
Insult0.35677677
Profanity0.030639706
Threat0.012026439
Severe Toxicity0.018707745
Moderate 0.4013387 Low Con 0.158 Fear_Threat
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Identity Attack0.40158966
Insult0.37392882
Profanity0.2801717
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.689 Personal_Narrative
Feb 15, 2026 Inside Canada's Indian Invasion...
This is close to Toronto. And that while area in Toronto and around it looks like Asia and India now. Tons of Afghans, Indians, Vietnamese, and Chinese. These same people Guilt trip the old Canadians …
This is close to Toronto. And that while area in Toronto and around it looks like Asia and India now. Tons of Afghans, Indians, Vietnamese, and Chinese. These same people Guilt trip the old Canadians into hating themselves and their country. They shame the Old Canadians.
Identity Attack0.46028158
Insult0.34101152
Profanity0.030639706
Threat0.0116639575
Severe Toxicity0.016254602
Moderate 0.40060925 Moderate Con 0.479 Fear_Threat
Jan 27, 2026 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.