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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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30,738 comments · Page 242 of 1230
so they actually think indians eat poo in india?
so they actually think indians eat poo in india?
Identity Attack0.4508763
Insult0.3388922
Profanity0.36230123
Threat0.010058682
Severe Toxicity0.023076924
Moderate 0.44573322 Low Con 0.173 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
7:27 labour? They’re literally the laziest group of immigrants I’ve ever seen in Canada and it’s not even close.
7:27 labour? They’re literally the laziest group of immigrants I’ve ever seen in Canada and it’s not even close.
Identity Attack0.41975367
Insult0.4710501
Profanity0.06646215
Threat0.008531082
Severe Toxicity0.016254602
Moderate 0.44573322 Moderate Con 0.352 Unverified_Claim
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
it's easier for European immigrants to assimilate because their culture is similiar! if you want to see white folks not assimilating just go to Asia and you'll see white folks who have lived there for …
it's easier for European immigrants to assimilate because their culture is similiar! if you want to see white folks not assimilating just go to Asia and you'll see white folks who have lived there for 10-15 years and not even speak the local language! They change certain neighborhoods to "expat" neighborhoods with their bars and clubs and all that western garbage! This is not that different! If Indians immigrated to a south Asian country they would have no problem assimilating! These European immigrants of the olden days talk about their assimilation in to Canada as if they were assimilating into an entirely new culture. Please self reflect!
Identity Attack0.5135796
Insult0.40243408
Profanity0.2882351
Threat0.014048163
Severe Toxicity0.02425631
Moderate 0.44573322 Constructive 0.569 Identity Attack
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
And these immagrants take over gas stations , fast food restaurants, k-stores, and what pisses me off is they wont hire any other culture. Our government is destroying this country just with immagration alone. Stop …
And these immagrants take over gas stations , fast food restaurants, k-stores, and what pisses me off is they wont hire any other culture. Our government is destroying this country just with immagration alone. Stop immagration and start deporting.
Identity Attack0.48915586
Insult0.36365277
Profanity0.21024476
Threat0.0287245
Severe Toxicity0.023076924
Moderate 0.44573322 Moderate Con 0.429
Aug 27, 2025 Why Canadians Are Turning Against …
She trying hard so hard to look tough but looking clowny with temper of 5 year old! 😂
She trying hard so hard to look tough but looking clowny with temper of 5 year old! 😂
Identity Attack0.014249804
Insult0.489133
Profanity0.14930901
Threat0.008789998
Severe Toxicity0.013285006
Moderate 0.44573322 Low Con 0.26
Sep 30, 2025 IRCC Names India in Study …
Bike guy just racist bro
Bike guy just racist bro
Identity Attack0.33675182
Insult0.4125297
Profanity0.22321637
Threat0.011767523
Severe Toxicity0.023076924
Moderate 0.44573322 Low Con 0.267 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I see whyte Canadians yes the same ones who complaining treat these indians with more respect than they do black Canadians, they would rather employ a indian than a black Canadian.
I see whyte Canadians yes the same ones who complaining treat these indians with more respect than they do black Canadians, they would rather employ a indian than a black Canadian.
Identity Attack0.55044734
Insult0.30326313
Profanity0.07611542
Threat0.007832011
Severe Toxicity0.02077355
Moderate 0.44393396 Moderate Con 0.393 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
If the indians don’t want to live here then LEAVE we don’t want you here either
If the indians don’t want to live here then LEAVE we don’t want you here either
Identity Attack0.5075293
Insult0.24835461
Profanity0.12815644
Threat0.04132889
Severe Toxicity0.02444411
Moderate 0.44393396 Low Con 0.2 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Can white people have somewhere to live amongst themselves? Please?
Can white people have somewhere to live amongst themselves? Please?
Identity Attack0.5051609
Insult0.24928534
Profanity0.14754629
Threat0.046218675
Severe Toxicity0.023692908
Moderate 0.44393396 Low Con 0.289 Identity Attack Identity_Assertion
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
You know y’all are just racists right?
You know y’all are just racists right?
Identity Attack0.36598656
Insult0.4196762
Profanity0.16450337
Threat0.008815889
Severe Toxicity0.022064678
Moderate 0.44393396 Low Con 0.242 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
@Tyleroliveira you got to see all of canada its all this bad winnipeg MB is also really bad no workers are white
@Tyleroliveira you got to see all of canada its all this bad winnipeg MB is also really bad no workers are white
Identity Attack0.5124616
Insult0.3388922
Profanity0.096805766
Threat0.010576514
Severe Toxicity0.023076924
Moderate 0.44393396 Moderate Con 0.341 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada please be very careful... with the wave of Indians, especially the privileged-class (aka higher-caste) groups, arriving with their religious and ideological trash baggage. Not only will they destroy communal harmony in your country, they …
Canada please be very careful... with the wave of Indians, especially the privileged-class (aka higher-caste) groups, arriving with their religious and ideological trash baggage. Not only will they destroy communal harmony in your country, they will use the Canadian $$ to economically destabilize the society in the home country. Hope their children get a good and liberal education and are not spoiled by home-grown bigotry, supremacist and caste-ist brainwashing. These double-speaking cohorts operate pretty much as clandestine as communal white racist groups, essentially playing the same game from an older brown playbook. 🙏
Identity Attack0.4887047
Insult0.46327567
Profanity0.08775374
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.44393396 Moderate Con 0.463 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bury them. How can you come so unprepared? Gtfo
Bury them. How can you come so unprepared? Gtfo
Identity Attack0.033527173
Insult0.3393024
Profanity0.33453682
Threat0.4467921
Severe Toxicity0.02449106
Moderate 0.44393396 Low Con 0.223 Fear_Threat
Sep 30, 2025 IRCC Names India in Study …
Why did you label this video as "Canada's Indian metropolis", name it as "Canada's Sikh metropolis", I am from Northeast India and I share no similarities to them, neither in looks nor religion. Pakistan also …
Why did you label this video as "Canada's Indian metropolis", name it as "Canada's Sikh metropolis", I am from Northeast India and I share no similarities to them, neither in looks nor religion. Pakistan also has a significant population of sikhs and they also migrate to canada. So call them what they are, one spoiled state in India does not represent us and the whole of India and these runaway cowards certainly dont represent me.
Identity Attack0.38215697
Insult0.48313886
Profanity0.09066332
Threat0.009644418
Severe Toxicity0.016512826
Moderate 0.44393396 Constructive 0.598 Identity_Assertion
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Who on earth wants to import a bunch of people that crap in rivers and on streets, chew up the housing supply, drive up the cost of living and have absolutely positively Zero civic sense? …
Who on earth wants to import a bunch of people that crap in rivers and on streets, chew up the housing supply, drive up the cost of living and have absolutely positively Zero civic sense? I don't. Most don't. Import the third world become the third world.
Identity Attack0.24462871
Insult0.4196762
Profanity0.36602396
Threat0.010291707
Severe Toxicity0.023076924
Moderate 0.44393396 Moderate Con 0.39
Nov 28, 2025 Why Canadians Are Turning Against …
14:50… every religion is equal.. hahaha not in India.. christians are persecuted, Islam is no no Hinduism is imposed and there are only few places with free food… otherwise we wouldn’t have beggars in India…
14:50… every religion is equal.. hahaha not in India.. christians are persecuted, Islam is no no Hinduism is imposed and there are only few places with free food… otherwise we wouldn’t have beggars in India…
Identity Attack0.5039629
Insult0.35161978
Profanity0.11168506
Threat0.02440793
Severe Toxicity0.023076924
Moderate 0.44393396 Moderate Con 0.415 Identity Attack
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It is funny when rednecks immigrants complaining about non-redneck immigrants 😂😂😂
It is funny when rednecks immigrants complaining about non-redneck immigrants 😂😂😂
Identity Attack0.50515604
Insult0.36021477
Profanity0.119731516
Threat0.009566744
Severe Toxicity0.023076924
Moderate 0.44393396 Low Con 0.198 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The immigration minister has a clear conflict of interest....given that her family is one of the east coast's largest landlords.....AND THAT'S WHY SHE SWUNG THE DOORS OPEN TO MASS IMMIGRATION, THE TFW PROGRAM AND TO …
The immigration minister has a clear conflict of interest....given that her family is one of the east coast's largest landlords.....AND THAT'S WHY SHE SWUNG THE DOORS OPEN TO MASS IMMIGRATION, THE TFW PROGRAM AND TO INTERNATIONAL STUDENTS! She, like many others in our corrupt liberal gov't.....ARE FILLING THEIR OWN POCKETS while Canada's identity and culture are destroyed. SHE NEEDS TO BE FIRED FOR SELFISH SELF-INTEREST, CORRUPTION AND TREASON!
Identity Attack0.10221587
Insult0.48569724
Profanity0.028913507
Threat0.054947287
Severe Toxicity0.01683561
Moderate 0.44393396 Moderate Con 0.404 Policy_Critique
Feb 26, 2026 20 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
As much as you hate scammers it’s crazy the things you promote 🤣
As much as you hate scammers it’s crazy the things you promote 🤣
Identity Attack0.04538634
Insult0.4196762
Profanity0.18909787
Threat0.0097738765
Severe Toxicity0.016641939
Moderate 0.44393396 Low Con 0.188 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
White don’t like brown skin
White don’t like brown skin
Identity Attack0.55044734
Insult0.18728738
Profanity0.14578357
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.44393396 Low Con 0.238 Identity Attack Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Invasion...
It's infuriating and heartbreaking watching my hometown of Surrey British Columbia be totally taken over with not one ounce of respect or common courtesy for our land and its people 🤬the immigrants keep to themselves …
It's infuriating and heartbreaking watching my hometown of Surrey British Columbia be totally taken over with not one ounce of respect or common courtesy for our land and its people 🤬the immigrants keep to themselves only hire family and friends refuse to learn the language the whole culture is Superior and exclusive but we're look down on if Canadians speak up‼️they might as well be spitting in our faces😢🤬P.S to anyone in the comments don't gave me the bull€hit Europeans and natives scenario that was years ago does not affect anyone living today and why would you want the same evils put on Canadian citizens now 🤦‍♀️😬
Identity Attack0.46028158
Insult0.4196762
Profanity0.27342406
Threat0.036149003
Severe Toxicity0.040387187
Moderate 0.44393396 Constructive 0.614
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
This is disgusting act like it’s not a big deal they don’t realize how much of a big deal it is for the taxpayers you know the people that are supporting these illegals…… While our …
This is disgusting act like it’s not a big deal they don’t realize how much of a big deal it is for the taxpayers you know the people that are supporting these illegals…… While our homeless population is growing in numbers, and a family cannot afford to put food on their table, but let’s give it to the immigrants so they can exploit this beautiful country
Identity Attack0.3817989
Insult0.4596616
Profanity0.096805766
Threat0.010887212
Severe Toxicity0.019095084
Moderate 0.44393396 Moderate Con 0.417
Sep 29, 2025 IRCC Names India in Study …
You mean the Indian immigrants in Canada are mad about new immigrants😂 that brown Indian girl said don’t slam the door on other white people‘s faces “other” white people you’re not white you’re Indian you’re …
You mean the Indian immigrants in Canada are mad about new immigrants😂 that brown Indian girl said don’t slam the door on other white people‘s faces “other” white people you’re not white you’re Indian you’re brown🤦‍♂️
Identity Attack0.5135796
Insult0.30797598
Profanity0.10301965
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.44393396 Moderate Con 0.397 Identity Attack Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Wtf is vashy defending? She says that those are the government stats. The panel after was even worse.
Wtf is vashy defending? She says that those are the government stats. The panel after was even worse.
Identity Attack0.012943448
Insult0.26957804
Profanity0.44613865
Threat0.008505191
Severe Toxicity0.022193791
Moderate 0.44393396 Low Con 0.167 Meta_Commentary
Feb 24, 2026 3 likes 'We do know that there's …
Jeets are so gross
Jeets are so gross
Identity Attack0.27991617
Insult0.4339631
Profanity0.2963245
Threat0.016292779
Severe Toxicity0.023927659
Moderate 0.44393396 Low Con 0.251 Identity_Assertion
Jan 27, 2026 1 likes 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.