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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: "There all INDIANS!" 4,309 comments · Page 44 of 173
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...
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)
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)
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...
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 …
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)
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...
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 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...
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)
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 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...
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 …
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...
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...
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...
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...
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 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...
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...
I'll be down there soon to burn it all to the ground around. I'm in the north currently. Every Indian I see gets asked for papers and if they don't have them they get fed …
I'll be down there soon to burn it all to the ground around. I'm in the north currently. Every Indian I see gets asked for papers and if they don't have them they get fed my boots
Identity Attack0.46028158
Insult0.24928534
Profanity0.27342406
Threat0.5356442
Severe Toxicity0.23224458
Moderate 0.47772613 Constructive 0.514 Threat Fear_Threat
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are cool compared to Muslims
Indians are cool compared to Muslims
Identity Attack0.5612457
Insult0.30797598
Profanity0.18171974
Threat0.009825659
Severe Toxicity0.02420936
Moderate 0.47772613 Moderate Con 0.322 Identity Attack Identity_Assertion
Jan 27, 2026 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 …
Indians are harmless though.
Indians are harmless though.
Identity Attack0.55044734
Insult0.40243408
Profanity0.20592089
Threat0.023199292
Severe Toxicity0.02425631
Moderate 0.47772613 Moderate Con 0.332 Identity Attack Identity_Assertion
Feb 17, 2026 1 likes 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)

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.