Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "If you whites are so …" 1,674 comments · Page 31 of 67
indian but i dont like how indian people act. Actually i prefer white washed indians as regular indians are people who take advantage racist unkind and all that. ive met indians like me that arent …
indian but i dont like how indian people act. Actually i prefer white washed indians as regular indians are people who take advantage racist unkind and all that. ive met indians like me that arent like that but white washed
Identity Attack0.5135796
Insult0.3388922
Profanity0.21456863
Threat0.017328756
Severe Toxicity0.023076924
Moderate 0.43230394 Moderate Con 0.445 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
SIMPLE: Sikhs look after their poor..WHITE folks? Not so much😅
SIMPLE: Sikhs look after their poor..WHITE folks? Not so much😅
Identity Attack0.50515765
Insult0.3388922
Profanity0.16682947
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.43230394 Low Con 0.297 Identity Attack Moral_Argument
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
This video is confusing for average person who doesn't understand the difference between a Hindu and a Sikh from a white persons pov they all look the same lol
This video is confusing for average person who doesn't understand the difference between a Hindu and a Sikh from a white persons pov they all look the same lol
Identity Attack0.4508763
Insult0.24835461
Profanity0.18294942
Threat0.011819307
Severe Toxicity0.023076924
Moderate 0.43230394 Moderate Con 0.444
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s the global elites trying to eliminate white people in their own countries
It’s the global elites trying to eliminate white people in their own countries
Identity Attack0.5135796
Insult0.16053712
Profanity0.14842765
Threat0.34804323
Severe Toxicity0.023974609
Moderate 0.42985553 Low Con 0.13 Identity Attack Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who …
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who don't understand this are not just uneducated, but also have a disgusting mindset, who only judge people based on their skin color!
Identity Attack0.41975367
Insult0.45135358
Profanity0.07514556
Threat0.008789998
Severe Toxicity0.017287504
Moderate 0.42985553 Constructive 0.601 Moral_Argument
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
If you don't like living with Indian people just go to a white town like Hamilton or Peterborough
If you don't like living with Indian people just go to a white town like Hamilton or Peterborough
Identity Attack0.5135796
Insult0.24903896
Profanity0.1413768
Threat0.018192071
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.284 Identity Attack
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
Identity Attack0.50515443
Insult0.25602314
Profanity0.29209393
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.4274071 Moderate Con 0.32 Identity Attack Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Identity Attack0.5135796
Insult0.24928534
Profanity0.117874645
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4274071 Constructive 0.557 Identity Attack Moral_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
What happened? Foreign investors, corrupt politicians and the oppression of the White Christians in our home and native land.
What happened? Foreign investors, corrupt politicians and the oppression of the White Christians in our home and native land.
Identity Attack0.46028158
Insult0.40243408
Profanity0.04216301
Threat0.011508608
Severe Toxicity0.015609037
Moderate 0.4274071 Low Con 0.257
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Identity Attack0.5135796
Insult0.2435641
Profanity0.10363861
Threat0.2606104
Severe Toxicity0.023411209
Moderate 0.4269174 Moderate Con 0.331 Identity Attack Moral_Argument
Feb 11, 2026 Inside Canada's Indian Invasion...
i doesn't understand why these white candian gets offended by the Indian origin people like these whites were also immigrants to Canada they just conquered the Canada and just wiped out the indigenous people and …
i doesn't understand why these white candian gets offended by the Indian origin people like these whites were also immigrants to Canada they just conquered the Canada and just wiped out the indigenous people and now behaving like they are living there for generations
Identity Attack0.5135796
Insult0.2838064
Profanity0.09775851
Threat0.039947584
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.539 Identity Attack Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Which immigrants??? All Immigrants!! Or those that are less white than you???
Which immigrants??? All Immigrants!! Or those that are less white than you???
Identity Attack0.48915586
Insult0.24561718
Profanity0.07708528
Threat0.0084793
Severe Toxicity0.020257099
Moderate 0.4269174 Low Con 0.294 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Why was us africans getting the hit😂😂 what did we do to the white guy who can only afford a bicycle 😂
Why was us africans getting the hit😂😂 what did we do to the white guy who can only afford a bicycle 😂
Identity Attack0.46028158
Insult0.16868424
Profanity0.20016506
Threat0.13815513
Severe Toxicity0.023880709
Moderate 0.4269174 Low Con 0.282 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Immigrants from India are wildly attracted to fascist ideology. If people wouldn’t practice & promote white supremacy so much, they wouldn’t be coming here.
Immigrants from India are wildly attracted to fascist ideology. If people wouldn’t practice & promote white supremacy so much, they wouldn’t be coming here.
Identity Attack0.49584505
Insult0.3388922
Profanity0.09868695
Threat0.009696201
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.311 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
its by design. and no one cares about white people too not even whites...traitors amongst us just like when rome came and why we are in canada on first place
its by design. and no one cares about white people too not even whites...traitors amongst us just like when rome came and why we are in canada on first place
Identity Attack0.47178617
Insult0.35677677
Profanity0.08549073
Threat0.009359611
Severe Toxicity0.017739398
Moderate 0.4269174 Low Con 0.219 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Rip white nation. The invasion 🕉️🇮🇳
Rip white nation. The invasion 🕉️🇮🇳
Identity Attack0.48915586
Insult0.24928534
Profanity0.1811049
Threat0.108496375
Severe Toxicity0.05742428
Moderate 0.4269174 Low Con 0.237 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and invest millions.and millions into the economy they do shop at some Indian stores, but MOSTLY at Canadian groceries, furniture and electronics, Just like the Holland loser or the Portugese guy shops at Portugese to get their country stuff their - AND THEY PAY TAXES THANK YOU! HIGHER TAXES BECAUSE THEY ARE MORE DUCATED AND EARN BETTER THAN THESE RACIST BUMS. CHECK YOUR UNEMPLOYED WHITE GUY he is the one that doesn't pay taxes or contribute and collects welfare or begs for money! THATS THE FACTS, not the hatred portrayed here that should be reported.
Identity Attack0.2331515
Insult0.42167732
Profanity0.3597395
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that …
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that sentiment of universalism is only applied to white countries and it is destroying OUR White culture. And different races are not just about skin color, it's also about culture and IQ levels. Indians with their low racial IQs bring a lot of problems. The man says that color doesn't matter, but Indians care about color. That's why they only hire Indians and discriminate on Whites and other races. Indians are in fact the most racist people in the world. Ignoring race only promotes multiculturalism and that promotes White genocide. Human beings are racial and we should accept it. All immigrants need to understand that they need to STAY home and build a better life for themselves AT home. Not running away to White nations to impose themselves racially, culturally and spiritually. Multiculturalism is White genocide. It destroys US, it destroys OUR homes and our cultures. Our nations need to be 90-95% White and we should only allow those people that truly want to assimilate and leave their cultures behind.
Identity Attack0.46028158
Insult0.38852
Profanity0.085167445
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.57 Fear_Threat
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The Acadians came first and built their communities, then came the British. They destroyed indigenous territories and took their lands. But, they established the first major cities. When the Irish potato famine occurred, those Irish …
The Acadians came first and built their communities, then came the British. They destroyed indigenous territories and took their lands. But, they established the first major cities. When the Irish potato famine occurred, those Irish immigrants were called "filthy, lazy, not true whites". When the Italians immigrated, they were called "filthy, lazy, gangsters, not true whites". Then the Chinese, Koreans, and Japanese came.....the cycle continues. The colour of the skin doesn't define the immigrant lifestyle, a country's history and culture is not based on race alone. We are ever evolving. The issue with the current immigration system is that we have too many immigrants to accommodate, not that any specific group is bad.
Identity Attack0.4774257
Insult0.4339631
Profanity0.11292298
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.679 Moral_Argument
Feb 26, 2026 Inside Canada's Indian Metropolis (Brampton)
This is the fault of Canadians. The whole concept of Multiculturalism is a façade. What the hell did you all think would happen when you bring a bunch of people to the country but tell …
This is the fault of Canadians. The whole concept of Multiculturalism is a façade. What the hell did you all think would happen when you bring a bunch of people to the country but tell them they can hold on to their own beliefs and cultures? I'm sure the reason why the concept seemed like a good idea because you thought it was a way to keep immigrants out of White Canadian spaces. Fast-forward a few decades and now look at the mess it has created.
Identity Attack0.44690517
Insult0.33896056
Profanity0.35094926
Threat0.010291707
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.466
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
White immigrants complaining about other immigrants
White immigrants complaining about other immigrants
Identity Attack0.50125694
Insult0.24424846
Profanity0.13432594
Threat0.01119791
Severe Toxicity0.019482423
Moderate 0.4269174 Low Con 0.278 Identity Attack Humor_Satire
Feb 7, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Identity Attack0.48915586
Insult0.33964422
Profanity0.104876526
Threat0.009877442
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.342 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
Whites making up fictional stories about immigrants to cope with the fact that they have been here for generations and still broke lmao.
Whites making up fictional stories about immigrants to cope with the fact that they have been here for generations and still broke lmao.
Identity Attack0.48915586
Insult0.25007802
Profanity0.21781154
Threat0.011922873
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.206 Humor_Satire
Sep 21, 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.