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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: "As an Indian this is …" 4,309 comments · Page 43 of 173
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 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)
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...
The problem I saw about Indian immigrants is that they brought the bad side of their culture like dumping garbage anywhere. Don't get me wrong, Canadians do that too but the scale of disregarding rules …
The problem I saw about Indian immigrants is that they brought the bad side of their culture like dumping garbage anywhere. Don't get me wrong, Canadians do that too but the scale of disregarding rules and essentially laws in Canada is appalling. I saw a video of them literally shitting in beaches. I applaud those who are still promoting the good side in Indian culture like helping the needy and treating everyone as human beings regardless of your race, religion and origin.
Identity Attack0.50588524
Insult0.46327567
Profanity0.39409557
Threat0.011094344
Severe Toxicity0.028730227
Moderate 0.47886392 Constructive 0.775 Identity Attack Policy_Critique
Nov 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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...
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)
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...
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...
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...
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...
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...
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...
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)
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 …
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...
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...
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...
I agree that indians have no civic sense,but not all are same...stop putting finger on all indians
I agree that indians have no civic sense,but not all are same...stop putting finger on all indians
Identity Attack0.55044734
Insult0.4196762
Profanity0.17864552
Threat0.09929679
Severe Toxicity0.101760045
Moderate 0.47886392 Moderate Con 0.45 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
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...
To many Indians and Muslims like we get you destroyed your own country but dont destroy ours
To many Indians and Muslims like we get you destroyed your own country but dont destroy ours
Identity Attack0.5498214
Insult0.26957804
Profanity0.17148167
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.47886392 Moderate Con 0.417 Identity Attack Fear_Threat
Jan 27, 2026 1 likes 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...
Most of this issue is caused by north Indians who find it hard to assimilate especially the Sikhs. And the issue was caused by the canadian government who prioritized quantity over quality. As an indian …
Most of this issue is caused by north Indians who find it hard to assimilate especially the Sikhs. And the issue was caused by the canadian government who prioritized quantity over quality. As an indian immigrant there are times I feel disgusted by their behavior. Due to this behavior the nicer Indians who hold up canadian values are getting the same discrimination. Me myself is a catholic indian who had to leave the country because of the religious bullshit caused by north Indians. We were not even allowed to have a peaceful Christmas in India. As I moved to Canada I faced more racism from north Indians as I eat beef and pork and dont speak hindi. It breaks my heart everytime when I get discriminated from people thinking that i am a punjabi. I just want to live a normal life and follow my faith. Its sad that they dont let us live peacefully in india and in Canada.
Identity Attack0.49032792
Insult0.46625584
Profanity0.42990944
Threat0.013217449
Severe Toxicity0.028730227
Moderate 0.47886392 Constructive 0.696 Personal_Narrative
Jan 27, 2026 2 likes 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...

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.