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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 a Indian. All i …" 4,309 comments · Page 43 of 173
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...
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...
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)
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)
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)
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...
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...
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...
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 …
Most places in Canada are not dominated by Indians. You just not picked a place and called it an invasion. Its evil and racist
Most places in Canada are not dominated by Indians. You just not picked a place and called it an invasion. Its evil and racist
Identity Attack0.48915586
Insult0.46173862
Profanity0.09324962
Threat0.009747985
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.253 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
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...
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...
The indian is paying more taxes than the native Canadians😂 the indians are more successful than the native canadians ao technically canada usa run by indians brains... So yeah all unemployed canadians hate Indians and …
The indian is paying more taxes than the native Canadians😂 the indians are more successful than the native canadians ao technically canada usa run by indians brains... So yeah all unemployed canadians hate Indians and racist just bcz indians are more rich then native canadians 😂😂😂...
Identity Attack0.55044734
Insult0.38406035
Profanity0.057443913
Threat0.009566744
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.235 Identity Attack Economic_Argument
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
TFW program must be ended and 2,000,000 Indians must be deported.NOW
TFW program must be ended and 2,000,000 Indians must be deported.NOW
Identity Attack0.56445944
Insult0.25205973
Profanity0.1067334
Threat0.31407106
Severe Toxicity0.067522444
Moderate 0.47886392 Low Con 0.194 Identity Attack Call_To_Action
Sep 27, 2025 Why Canadians Are Turning Against …
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 …
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 …
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)
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...
Australia has the same problem but worse , in summer Indians stink even more during summer
Australia has the same problem but worse , in summer Indians stink even more during summer
Identity Attack0.5135796
Insult0.4302003
Profanity0.2661081
Threat0.00967031
Severe Toxicity0.024866661
Moderate 0.47886392 Moderate Con 0.366 Identity Attack
Jan 27, 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...
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...
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...
When was the last time a punjabi or indian kidnapped you 13:37 . Spread all the hate you want on us if it makes you happy. Cope harder. You can never out compete us in …
When was the last time a punjabi or indian kidnapped you 13:37 . Spread all the hate you want on us if it makes you happy. Cope harder. You can never out compete us in life. 😂
Identity Attack0.44690517
Insult0.3416952
Profanity0.27207452
Threat0.4339666
Severe Toxicity0.16960317
Moderate 0.47886392 Low Con 0.236
Jan 27, 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)

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.