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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: "I am indian but why …" 4,309 comments · Page 44 of 173
indian gonna destroy where they go😂
indian gonna destroy where they go😂
Identity Attack0.5135796
Insult0.24928534
Profanity0.196476
Threat0.43656045
Severe Toxicity0.16233426
Moderate 0.47886392 Low Con 0.24 Identity Attack Fear_Threat
Feb 4, 2026 Inside Canada's Indian Invasion...
Indians committing fraud?????? Nooooooo, are you sure??? 😂😂😂😂😂
Indians committing fraud?????? Nooooooo, are you sure??? 😂😂😂😂😂
Identity Attack0.5075293
Insult0.30326313
Profanity0.13432594
Threat0.013321015
Severe Toxicity0.023364257
Moderate 0.47886392 Low Con 0.222 Identity Attack
Oct 2, 2025 1 likes IRCC Names India in Study …
If you dont like indians in canada, then go back to your country.
If you dont like indians in canada, then go back to your country.
Identity Attack0.55044734
Insult0.26957804
Profanity0.07967158
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.13 Identity Attack Call_To_Action
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
These Indian only hire their own people and discriminate against others
These Indian only hire their own people and discriminate against others
Identity Attack0.55044734
Insult0.36365277
Profanity0.20139475
Threat0.04029291
Severe Toxicity0.045767322
Moderate 0.47886392 Low Con 0.244 Identity Attack Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing …
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing that since they immigrated from EUROPE! EUROPE! The nerve to complain about another culture doing exactly what you did. And they did it peacefully. No throwing native Americans off their land and killing them to establish a white wall of dominance. Now you're mad. Lol. I hope the smell of curry permeates your soul, it needs some flavor!
Identity Attack0.5135796
Insult0.40698266
Profanity0.26586622
Threat0.2606104
Severe Toxicity0.13073033
Moderate 0.47886392 Moderate Con 0.458 Identity Attack Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such …
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such people are sent back. They are a disgrace to image of Bharat as well.
Identity Attack0.5135796
Insult0.4718924
Profanity0.1308005
Threat0.029069828
Severe Toxicity0.023880709
Moderate 0.47886392 Constructive 0.542 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
In the capital of Saskatchewan my dads friend owes a big apartment complex and it’s all Indians and the government pays for 2 full years upfront with monthly allowances. Massive liabilities… because they don’t pay …
In the capital of Saskatchewan my dads friend owes a big apartment complex and it’s all Indians and the government pays for 2 full years upfront with monthly allowances. Massive liabilities… because they don’t pay when the term is out and now my dads friend is fucked because the government’s doesn’t kick them out of his apartment
Identity Attack0.38200524
Insult0.35677677
Profanity0.48510036
Threat0.048481647
Severe Toxicity0.029626917
Moderate 0.47886392 Moderate Con 0.5 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
4:06 That claim is ignorant and racist. No group in India eats poop. Some Indians living abroad feel "embarrassed" and wrongly blame “lower class” people. In reality, using cow dung or urine as “holy” is …
4:06 That claim is ignorant and racist. No group in India eats poop. Some Indians living abroad feel "embarrassed" and wrongly blame “lower class” people. In reality, using cow dung or urine as “holy” is a fringe belief by upper class people only, not followed by 99.9% Indians and not part of normal daily life. Anyone who actually does such things is doing a rare, attention-seeking stunt, not practicing Indian culture. Using extreme and rare examples to judge a whole country or class shows ignorance, not superiority.
Identity Attack0.44690517
Insult0.4555076
Profanity0.357228
Threat0.035458352
Severe Toxicity0.059217658
Moderate 0.47886392 Moderate Con 0.472 Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Indians always trying to scam even while tryin to smuggle people. Like they are addicted think that they wont get caught because Indian authorities don't care about the scammers there.
Indians always trying to scam even while tryin to smuggle people. Like they are addicted think that they wont get caught because Indian authorities don't care about the scammers there.
Identity Attack0.5135796
Insult0.45758462
Profanity0.2347036
Threat0.043309137
Severe Toxicity0.027833538
Moderate 0.47886392 Low Con 0.284 Identity Attack Unverified_Claim
Jan 28, 2026 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)
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we …
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we will send them back to Canada.
Identity Attack0.5698139
Insult0.33896056
Profanity0.09098661
Threat0.13211988
Severe Toxicity0.02514347
Moderate 0.47886392 Moderate Con 0.339 Identity Attack Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians are displacing the white people!!!
Indians are displacing the white people!!!
Identity Attack0.55044734
Insult0.25404143
Profanity0.17241211
Threat0.10696311
Severe Toxicity0.02425631
Moderate 0.47886392 Low Con 0.216 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I agree with the racist guy. Indians aren't perfect but be grateful they aren't Africans 8:21
I agree with the racist guy. Indians aren't perfect but be grateful they aren't Africans 8:21
Identity Attack0.55803186
Insult0.3388922
Profanity0.17613389
Threat0.019228047
Severe Toxicity0.027833538
Moderate 0.47886392 Constructive 0.565 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m from Canada and I literally can’t stand the amount of them here and they are dangerous. I was friends with Indians who grew up here and even them and their families said they don’t …
I’m from Canada and I literally can’t stand the amount of them here and they are dangerous. I was friends with Indians who grew up here and even them and their families said they don’t want the Indians coming here , the “village” ones that are dirty
Identity Attack0.5135796
Insult0.45758462
Profanity0.18909787
Threat0.011430934
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.589 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
So let me repeat. The homeless people are white and black. The ones who own homes are Indians. But the problem is Indians. WOW....
So let me repeat. The homeless people are white and black. The ones who own homes are Indians. But the problem is Indians. WOW....
Identity Attack0.57150364
Insult0.3388922
Profanity0.09775851
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.303 Identity Attack
Nov 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why every indian that works at a quick mart like 7 11 are they always on the phone the entire shift. They have a headset or headphone with a mic. The 711 neqr me i …
Why every indian that works at a quick mart like 7 11 are they always on the phone the entire shift. They have a headset or headphone with a mic. The 711 neqr me i stop by to grab zyn hes never not been on the phone and is rude af, does not talk to you. They act like your interupting them lol. Who tf are they talking too?
Identity Attack0.4139151
Insult0.36709076
Profanity0.40670946
Threat0.021990653
Severe Toxicity0.06101104
Moderate 0.47886392 Moderate Con 0.492
Jan 27, 2026 Inside Canada's Indian Invasion...
India is called the 3rd world and 'Developing World' for a reason, after all. Many of them bring their bad habits with them all the time as well and make the rest of us actual …
India is called the 3rd world and 'Developing World' for a reason, after all. Many of them bring their bad habits with them all the time as well and make the rest of us actual civilized, well educated, assimilated and caring Indians look bad. Just watch all the different "Indians litter" and "India sucks" videos and shorts out there. Too many Indians bring their bad habits and couldn't care less about Western values and basic, humane principles.
Identity Attack0.5051609
Insult0.4339631
Profanity0.40783462
Threat0.017156094
Severe Toxicity0.1465323
Moderate 0.47886392 Constructive 0.545 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
No its lile the somali fraud. Policitcans use the Indians as pawns to laubder and funnel money. And they need the scam to get rich and the indians are happy to be the pawns they …
No its lile the somali fraud. Policitcans use the Indians as pawns to laubder and funnel money. And they need the scam to get rich and the indians are happy to be the pawns they get wealthy oarticipating
Identity Attack0.50515765
Insult0.47384647
Profanity0.26607355
Threat0.036149003
Severe Toxicity0.044870634
Moderate 0.47886392 Moderate Con 0.353 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
When a black guy complains about indians be very afraid
When a black guy complains about indians be very afraid
Identity Attack0.5689151
Insult0.3416952
Profanity0.2376073
Threat0.018192071
Severe Toxicity0.02378681
Moderate 0.47886392 Low Con 0.279 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians want the Indians sent home. What is wrong with your brains in Ottawa
Canadians want the Indians sent home. What is wrong with your brains in Ottawa
Identity Attack0.46028158
Insult0.47384647
Profanity0.07126612
Threat0.008945347
Severe Toxicity0.021419114
Moderate 0.47772613 Low Con 0.22
Oct 18, 2025 Why Canadians Are Turning Against …
Sikhs dont workship monkey or cement cash collections for cash to run terrorist activities as Toronto Airport gold theft car thefts but india Killed over 50000 Sikh boys students and Sikh business men and Sikh …
Sikhs dont workship monkey or cement cash collections for cash to run terrorist activities as Toronto Airport gold theft car thefts but india Killed over 50000 Sikh boys students and Sikh business men and Sikh leaders ro stop independence of Sikh empire from indian and mughal Muslim occupation in Sikh country to leave al white race countries Sikhs have no problems leaving White race countries but cement cash collections terrorist wants to conquer now white race all countries
Identity Attack0.55044734
Insult0.41767508
Profanity0.18909787
Threat0.20938614
Severe Toxicity0.12809667
Moderate 0.47772613 Moderate Con 0.311 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I'd take the Indians every time over the Somalians. Not even fricking close.
I'd take the Indians every time over the Somalians. Not even fricking close.
Identity Attack0.5135796
Insult0.36939126
Profanity0.41503602
Threat0.13464862
Severe Toxicity0.06488878
Moderate 0.47772613 Low Con 0.279 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
White people always cry about things that has no relation with the indian people They don't work and are homeless meanwhile we indians are flourishing in every part of canada , you can rarely see …
White people always cry about things that has no relation with the indian people They don't work and are homeless meanwhile we indians are flourishing in every part of canada , you can rarely see any homeless indian person but almost all homless people in a brown town like brampton are whites That old ugly guy was saying that they(browms) don't work and these(white) people also say that indians have taken over the jobs 😂 Dude we are not going anywhere , i live in Brampton ❤
Identity Attack0.53446084
Insult0.4339631
Profanity0.15724123
Threat0.010032792
Severe Toxicity0.023076924
Moderate 0.47772613 Constructive 0.569 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
There is not one good thing about them, period. They are demonic. They've completely taken over the U.S too. While you guys worry about the Muslims who are no threat to you, the Indians were …
There is not one good thing about them, period. They are demonic. They've completely taken over the U.S too. While you guys worry about the Muslims who are no threat to you, the Indians were implementing the Hindu demon god in the West. That was their plan all along. They had you guys fight the Muslims for them, so they can implement their demon god here. You betta start rebuke their spirit every single day or you all are in trouble. The West is about to become like India
Identity Attack0.5135796
Insult0.40243408
Profanity0.29456177
Threat0.13211988
Severe Toxicity0.10702737
Moderate 0.47772613 Moderate Con 0.329 Identity Attack Unverified_Claim
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
90% of Indian students are fraud just findout how nany students are really going to school the numbers will shock you.fake certificate. I think go after each individual if they are attending any institution if …
90% of Indian students are fraud just findout how nany students are really going to school the numbers will shock you.fake certificate. I think go after each individual if they are attending any institution if not deportation.
Identity Attack0.5135796
Insult0.47384647
Profanity0.19893537
Threat0.03304107
Severe Toxicity0.024725812
Moderate 0.47772613 Moderate Con 0.365 Identity Attack Unverified_Claim
Sep 30, 2025 3 likes IRCC Names India in Study …

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.