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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: "They are not indian they …" 4,309 comments · Page 42 of 173
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...
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...
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...
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...
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...
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)
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)
Tell me it isn't true! Indians scamming the system!😂
Tell me it isn't true! Indians scamming the system!😂
Identity Attack0.55044734
Insult0.41530323
Profanity0.25367188
Threat0.017328756
Severe Toxicity0.023927659
Moderate 0.48141238 Low Con 0.212 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
Most Indians in canada are not as welcoming as they claim...they disrepect women, and only hire eachother. Why is their country horrible?...because of their culture and the extreme sexism and class divides. This video is …
Most Indians in canada are not as welcoming as they claim...they disrepect women, and only hire eachother. Why is their country horrible?...because of their culture and the extreme sexism and class divides. This video is not accurate
Identity Attack0.5516043
Insult0.42743355
Profanity0.10054382
Threat0.00866054
Severe Toxicity0.023076924
Moderate 0.48141238 Constructive 0.611 Identity Attack
Sep 20, 2025 15 likes Inside Canada's Indian Metropolis (Brampton)
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them. And there’s a big difference between Indian and Muslims. …
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them. And there’s a big difference between Indian and Muslims. Indians may be overwhelming Canada. But at least they’re not bringing the demonic cult of Islam, and all its backward crooked ways and imposing it on the culture
Identity Attack0.55044734
Insult0.46923602
Profanity0.17520344
Threat0.012026439
Severe Toxicity0.023645958
Moderate 0.48141238 Moderate Con 0.371 Identity Attack Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Deport all of them, the Natives had a treaty with Whites from European and England not Indians, Jews or Muslims. God in our anthem not Allah or Vishnu. Canada in not your home and you …
Deport all of them, the Natives had a treaty with Whites from European and England not Indians, Jews or Muslims. God in our anthem not Allah or Vishnu. Canada in not your home and you are not welcome. Your ancestors did not die fighting off the Americans. One ran over my dog with transport, next day I see 1 on cam while driving tell me they crash by using social media while they drive, talking to me on social media. Ever since Timmies stopped hiring Whites, my order takes 15x longer to get.
Identity Attack0.5612457
Insult0.36798462
Profanity0.110447146
Threat0.13815513
Severe Toxicity0.04666401
Moderate 0.48141238 Constructive 0.519 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Old Father Brampton 😂 Totally Indian! No offence Drivers are not too bad as on Turkye streets. All who says it’s awful to drive in Brampton mostly those crazy drivers 😂
Old Father Brampton 😂 Totally Indian! No offence Drivers are not too bad as on Turkye streets. All who says it’s awful to drive in Brampton mostly those crazy drivers 😂
Identity Attack0.4482637
Insult0.48484445
Profanity0.22542313
Threat0.012440704
Severe Toxicity0.023176458
Moderate 0.48021027 Constructive 0.547 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
All these Indians need to.stay home and fix their own country
All these Indians need to.stay home and fix their own country
Identity Attack0.55044734
Insult0.34314156
Profanity0.14578357
Threat0.058180105
Severe Toxicity0.112294696
Moderate 0.48021027 Low Con 0.181 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It's not just indians. Black, latinos, and chinese These four should just stay in their own nations
It's not just indians. Black, latinos, and chinese These four should just stay in their own nations
Identity Attack0.57150364
Insult0.34392178
Profanity0.17287734
Threat0.035458352
Severe Toxicity0.02604016
Moderate 0.48021027 Low Con 0.195 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
That fella acting like r**e isnt also apart of the Indian community
That fella acting like r**e isnt also apart of the Indian community
Identity Attack0.36273825
Insult0.4339631
Profanity0.45190978
Threat0.010369381
Severe Toxicity0.08332442
Moderate 0.48021027 Moderate Con 0.303 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Now the western hypocrites should know... How it feels when you invade other country's sovereignty. Here the Indians were firstly invited by the western governments to improve their own economies, because your own governments know …
Now the western hypocrites should know... How it feels when you invade other country's sovereignty. Here the Indians were firstly invited by the western governments to improve their own economies, because your own governments know how incapable and lazy the locals are at the work and there these Indians are living with all the money they've hard earned and settling there been a problem for the locals. In the same case, think how it feels in India where the western missionaries dumping the food and groceries to convert as many as Indians into the christianity 🤐 and breaching our culture and tradition. First the westerns try to change your mindset and then start judging other country people. May be that is why you people always called as double standards citizens LOL 😄
Identity Attack0.46028158
Insult0.5130944
Profanity0.15459715
Threat0.015774792
Severe Toxicity0.023076924
Moderate 0.48021027 Moderate Con 0.457 Insult Moral_Argument
Feb 13, 2026 Inside Canada's Indian Invasion...
That's what india do they monopolize the country to be Indian also the employment they monopolize all the job from janitor to managerial position that's what ived seen and experience also in middle east. They …
That's what india do they monopolize the country to be Indian also the employment they monopolize all the job from janitor to managerial position that's what ived seen and experience also in middle east. They monopololized if the Indian become manager on the job the try to kick your ass out of your job to replaced Indian national
Identity Attack0.43256098
Insult0.36798462
Profanity0.46460027
Threat0.1319513
Severe Toxicity0.072789766
Moderate 0.48021027 Constructive 0.588
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
You know it's bad when your Indian friends who were born here or came here over 10 years ago tell you that the new Indian immigrants are horrible.
You know it's bad when your Indian friends who were born here or came here over 10 years ago tell you that the new Indian immigrants are horrible.
Identity Attack0.55044734
Insult0.4302003
Profanity0.25275812
Threat0.011249693
Severe Toxicity0.023076924
Moderate 0.48021027 Moderate Con 0.491 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indian fraud students should be removed immediately from Canada. All Indian own businesses should be investigated for illegally working Indian students.
Indian fraud students should be removed immediately from Canada. All Indian own businesses should be investigated for illegally working Indian students.
Identity Attack0.5689151
Insult0.3682569
Profanity0.0838743
Threat0.13815513
Severe Toxicity0.02444411
Moderate 0.48021027 Low Con 0.172 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
What is up with the concerted effort against Indians by Canadians? This is against the backdrop of systematic attack against Hindus and India by Canadian ambassador to India who interferes in Indian civic and political …
What is up with the concerted effort against Indians by Canadians? This is against the backdrop of systematic attack against Hindus and India by Canadian ambassador to India who interferes in Indian civic and political matters. Why does the Indian government tolerate this date expired Western posturing to lecture India. Canada is not even a real country … these losers are merely an oversized appendage of other US.
Identity Attack0.4453683
Insult0.5130944
Profanity0.07126612
Threat0.012026439
Severe Toxicity0.016964722
Moderate 0.47900817 Low Con 0.275 Insult Identity_Assertion
Sep 30, 2025 IRCC Names India in Study …
As an immigrant, I'm sick and exhausted of Indians, they take all the jobs and oppertunities, just wait until you work at a company with 95% Indians and you'll see how racist they are and …
As an immigrant, I'm sick and exhausted of Indians, they take all the jobs and oppertunities, just wait until you work at a company with 95% Indians and you'll see how racist they are and foreigners do all hard jobs while they rest. The liberal government has betrayed Canadians and old immigrants
Identity Attack0.55044734
Insult0.4339631
Profanity0.087430455
Threat0.011689849
Severe Toxicity0.023076924
Moderate 0.47900817 Constructive 0.55 Identity Attack Personal_Narrative
Feb 26, 2026 Inside Canada's Indian Invasion...
Stop importing Indians. Canada is losing the jobs and even the identity. This is NOT Immigration BUT Invasion!
Stop importing Indians. Canada is losing the jobs and even the identity. This is NOT Immigration BUT Invasion!
Identity Attack0.55044734
Insult0.33998606
Profanity0.03915693
Threat0.010343489
Severe Toxicity0.023129508
Moderate 0.47900817 Low Con 0.299 Identity Attack Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
Sikhs will go back to Panjab Once Sikh country land 100% is free which was same land in 1848 drom mughals and Indian hindu is free world have all papers, same area not from Pakistan …
Sikhs will go back to Panjab Once Sikh country land 100% is free which was same land in 1848 drom mughals and Indian hindu is free world have all papers, same area not from Pakistan but only from indian terrorists activities as run Sikh genocides of 125 yrs as Punishment to rss terrorists
Identity Attack0.55044734
Insult0.5130944
Profanity0.29168049
Threat0.44185185
Severe Toxicity0.45895407
Moderate 0.47900817 Moderate Con 0.362 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
For the Indians living there they can't be driving in Canada like they in India. If they continue, their license needs to be revoked. They also can't be taking over a Goddamn city like why …
For the Indians living there they can't be driving in Canada like they in India. If they continue, their license needs to be revoked. They also can't be taking over a Goddamn city like why isn't the government doing anything? I support embracing diversity however, there's a fine line with respect.
Identity Attack0.44690517
Insult0.4125297
Profanity0.4681068
Threat0.018192071
Severe Toxicity0.026936848
Moderate 0.47900817 Constructive 0.687 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
WATCH OUT CANADA!!!!! Just think of this once beautiful country going to the dogs…just like what most Indians escaped from… a 3rd world country and all that European’s (whites) built is falling apart, government controlled …
WATCH OUT CANADA!!!!! Just think of this once beautiful country going to the dogs…just like what most Indians escaped from… a 3rd world country and all that European’s (whites) built is falling apart, government controlled by Indians, businesses controlled by Indians, housing run by Indians, garbage in the streets, poop on the beaches, Indian music (not music to my ears) blasting everywhere, especially in the parks, unclean public toilets, unclean motels etc etc.. YEP…just what a once beautiful country deserves!
Identity Attack0.5075293
Insult0.46327567
Profanity0.16682947
Threat0.013528148
Severe Toxicity0.043077253
Moderate 0.47886392 Moderate Con 0.362 Identity Attack Fear_Threat
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)

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.