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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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Active: "As an Indian, what is …" 4,309 comments · Page 43 of 173
they literally are like pests, always claiming how proud indians they are. But why not stay in your country if you are proud of it. How they are getting in all countries is absolutely intolerable …
they literally are like pests, always claiming how proud indians they are. But why not stay in your country if you are proud of it. How they are getting in all countries is absolutely intolerable there must be a limit for them!
Identity Attack0.50515765
Insult0.47384647
Profanity0.22703624
Threat0.034422375
Severe Toxicity0.043077253
Moderate 0.47886392 Moderate Con 0.386 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As A Indian While watching this video I'm totally embarrassed. Please throw out these people and your liberal government they will destroy your culture.
As A Indian While watching this video I'm totally embarrassed. Please throw out these people and your liberal government they will destroy your culture.
Identity Attack0.44690517
Insult0.34548226
Profanity0.19893537
Threat0.34827536
Severe Toxicity0.02430326
Moderate 0.47886392 Moderate Con 0.393 Fear_Threat
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
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...
That guy said we have the high end Indians 😂 yeah because they are the scammers that scam people out of their money they actually have videos on YouTube of American Top hackers and they …
That guy said we have the high end Indians 😂 yeah because they are the scammers that scam people out of their money they actually have videos on YouTube of American Top hackers and they catch these Indian scammers it's hilarious.
Identity Attack0.46028158
Insult0.42743355
Profanity0.2687007
Threat0.042662576
Severe Toxicity0.03590374
Moderate 0.47886392 Moderate Con 0.35 Unverified_Claim
Jan 27, 2026 1 likes 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...
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...
bruh this guy is nto having any topics so he is coming after the Indians and also wtf is the cover of the video?, it is literally a clickbate.
bruh this guy is nto having any topics so he is coming after the Indians and also wtf is the cover of the video?, it is literally a clickbate.
Identity Attack0.28034934
Insult0.2735258
Profanity0.42990944
Threat0.012699619
Severe Toxicity0.024772761
Moderate 0.47886392 Low Con 0.148 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
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...
It is no longer a cry of racism. India and Indians are culprits. This is the tip of iceberg. I believe it is underestimation . Not 79,000. The question is how to remove them
It is no longer a cry of racism. India and Indians are culprits. This is the tip of iceberg. I believe it is underestimation . Not 79,000. The question is how to remove them
Identity Attack0.5504064
Insult0.40243408
Profanity0.17055123
Threat0.34804323
Severe Toxicity0.10702737
Moderate 0.47886392 Moderate Con 0.431 Identity Attack Identity_Assertion
Sep 27, 2025 1 likes IRCC Names India in Study …
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...
Because they let in too many Indians and Punjabis that show no effort at assimilation and are trying to turn Canada into India! We import our crime from India !
Because they let in too many Indians and Punjabis that show no effort at assimilation and are trying to turn Canada into India! We import our crime from India !
Identity Attack0.57957685
Insult0.37392882
Profanity0.07449899
Threat0.0130621
Severe Toxicity0.02402156
Moderate 0.47886392 Low Con 0.251 Identity Attack Identity_Assertion
Jun 17, 2025 How Canada broke its immigration …
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)
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)
I guess this can and should be considered as retribution for 300 years of British occupation and plundering and raping of the Indians in India. Isn't it hypocrite to just overlook this historical event?! I …
I guess this can and should be considered as retribution for 300 years of British occupation and plundering and raping of the Indians in India. Isn't it hypocrite to just overlook this historical event?! I mean, how does Indian even speak English?!!! Lol
Identity Attack0.46050715
Insult0.41767508
Profanity0.2659008
Threat0.14327845
Severe Toxicity0.03680043
Moderate 0.47886392 Moderate Con 0.316 Moral_Argument
Feb 9, 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)
Indians hate muslims pf their own country Every country hates indians,and they think it's racist?😂😂😂
Indians hate muslims pf their own country Every country hates indians,and they think it's racist?😂😂😂
Identity Attack0.5135796
Insult0.3388922
Profanity0.17926037
Threat0.02613456
Severe Toxicity0.03590374
Moderate 0.47886392 Low Con 0.237 Identity Attack Identity_Assertion
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
If I were that Indian trafficker, I’d refuse to help you right off the bat. Bro, you look so suspicious, and your English is obviously too good for an illegal immigrant 🤣
If I were that Indian trafficker, I’d refuse to help you right off the bat. Bro, you look so suspicious, and your English is obviously too good for an illegal immigrant 🤣
Identity Attack0.5108175
Insult0.42881694
Profanity0.16869035
Threat0.011560392
Severe Toxicity0.023270357
Moderate 0.47886392 Low Con 0.298 Identity Attack Humor_Satire
Feb 16, 2026 Inside Canada's Indian Invasion...
The Indian guy claiming that "Canada can't survive without india" is falsifying , no one should even give him a forum to say such nonsense , let alone believe him .
The Indian guy claiming that "Canada can't survive without india" is falsifying , no one should even give him a forum to say such nonsense , let alone believe him .
Identity Attack0.38200524
Insult0.5130944
Profanity0.07643871
Threat0.009178371
Severe Toxicity0.014963473
Moderate 0.47886392 Low Con 0.24 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It should be illegal for Indians to leave India
It should be illegal for Indians to leave India
Identity Attack0.57150364
Insult0.23237456
Profanity0.1612468
Threat0.05688698
Severe Toxicity0.024866661
Moderate 0.47886392 Low Con 0.148 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
These Indians are taking over, that's worse than Trudeau.
These Indians are taking over, that's worse than Trudeau.
Identity Attack0.54996765
Insult0.40243408
Profanity0.10549548
Threat0.010938995
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.217 Identity Attack Identity_Assertion
Sep 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Yeap. Be thankful you are being flooded by Indians and not Africans or Muslims.
Yeap. Be thankful you are being flooded by Indians and not Africans or Muslims.
Identity Attack0.57957685
Insult0.3393024
Profanity0.14754629
Threat0.033386398
Severe Toxicity0.026936848
Moderate 0.47886392 Low Con 0.152 Identity Attack Fear_Threat
Feb 22, 2026 Inside Canada's Indian Invasion...
i live in canada n i cant stand it good luck getting a job anywhere its unreal they actuallyare turning are stores into theres in walmart there was only 1 isl of indian food now …
i live in canada n i cant stand it good luck getting a job anywhere its unreal they actuallyare turning are stores into theres in walmart there was only 1 isl of indian food now the majority of the store is indian food i cant take it this country is goin to sh!!t we should all move to india and see how they like it ....
Identity Attack0.4508763
Insult0.36798462
Profanity0.41436642
Threat0.018882722
Severe Toxicity0.024866661
Moderate 0.47886392 Moderate Con 0.458 Personal_Narrative
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
I live in Toronto. In a neighborhood that is majority White, with some Asians. Indians don't even live in this neighborhood. And yet, I caught an Indian family dumping trash in the laneway behind my …
I live in Toronto. In a neighborhood that is majority White, with some Asians. Indians don't even live in this neighborhood. And yet, I caught an Indian family dumping trash in the laneway behind my house. Just unloading crap from their car, like it was the municipal dump
Identity Attack0.5124616
Insult0.46476576
Profanity0.2882351
Threat0.010705971
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.57 Identity Attack
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
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 …
I am speaking as an Indian. The whole world has become a circus today only because of Pakistani Mujits, Bangladeshi Kanglus, foreign Racists, and some Hindu exetremists and Muslim exetremists Anyway, I am very entertained.😂
I am speaking as an Indian. The whole world has become a circus today only because of Pakistani Mujits, Bangladeshi Kanglus, foreign Racists, and some Hindu exetremists and Muslim exetremists Anyway, I am very entertained.😂
Identity Attack0.5135796
Insult0.4378843
Profanity0.2687007
Threat0.1115629
Severe Toxicity0.16960317
Moderate 0.47886392 Moderate Con 0.376 Identity Attack Humor_Satire
Feb 26, 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.