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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 #}

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Active: "American here. How do I …" 470 comments · Page 12 of 19
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, so-called white American, and love Sanatana Dharm, or what most people call Hinduism - that term should soon be forgotten. Anyway, this video shows a variety of people called Indians but whom are vastly different in belief. So much so, they maybe fighting in India but abroad, they stick together. Islam and most Indian philosophies (they are not religions as there is no overarching institution or organization) feed the "devotees" several times a day...it is a part of the culture, shared meals with those who share faith. The Indians, they basically want a better life and will send money home. Muslims will buy land through a trust and then buy more and more. I don't know about Canada, but there are no such cultures in America - well, the Church has bought a lot of land but does nothing to serve people. The Mormons have land and a strong daily schedule, some community churches have very strong programs, but as a whole, The Church has done nothing to make itself appealing and therefore, there's no opposite or equal force. What to do? and as far as assimilating, yes, they should, but to what? Should they start playing hockey, drinking beer, etc. The second gen might. The West has lost it's way and religion isn't the solution but a culture not so decadent would be a good start.
Identity Attack0.28034934
Insult0.06722072
Profanity0.075792134
Threat0.014911477
Severe Toxicity0.008888245
Low Tox 0.2359567 Constructive 0.847
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
let’s be honest, if tyler is making a video about this.. that means we are not crazy and there is very much a problem and I feel very bad for Canada. Honestly, as an American …
let’s be honest, if tyler is making a video about this.. that means we are not crazy and there is very much a problem and I feel very bad for Canada. Honestly, as an American I would not tolerate this infestation in my country. Like I literally would not tolerate it and I would do something about it to make sure this doesn’t happen.
Identity Attack0.057492398
Insult0.11978693
Profanity0.07934829
Threat0.010291707
Severe Toxicity0.0061416626
Low Tox 0.23523538 Constructive 0.582
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Go to Houston. We got every country represented here, but mainly Hispanics. Miami is like a Latin American country. Tampa has lots of Latins and Africans. That’s why car insurance and housing has sky rocketed- …
Go to Houston. We got every country represented here, but mainly Hispanics. Miami is like a Latin American country. Tampa has lots of Latins and Africans. That’s why car insurance and housing has sky rocketed- because of all the foreigners
Identity Attack0.2869935
Insult0.061976057
Profanity0.022013342
Threat0.006848133
Severe Toxicity0.005836487
Low Tox 0.23451406 Constructive 0.529 Economic_Argument
Feb 23, 2026 Inside Canada's Indian Invasion...
American here. We do not want this
American here. We do not want this
Identity Attack0.18158256
Insult0.054376744
Profanity0.026317406
Threat0.009825659
Severe Toxicity0.0064849854
Low Tox 0.23451406 Moderate Con 0.394 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
this is karma. you did it to the native americans and now it's happening to you
this is karma. you did it to the native americans and now it's happening to you
Identity Attack0.10221587
Insult0.06424874
Profanity0.039657943
Threat0.020954676
Severe Toxicity0.0075912476
Low Tox 0.23451406 Low Con 0.289
Oct 10, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town …
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town into an assimilation of their country make it make sense. Loved how the Indian lady summed it up because immigrants are different
Identity Attack0.27682206
Insult0.07840354
Profanity0.073529124
Threat0.006861079
Severe Toxicity0.0061416626
Low Tox 0.23415339 Constructive 0.75 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Metropolis (Brampton)
Adopting 3rd world politics for votes. I worked with Indians. They just pay off the cops. Canadian cops can be paid off? Carry enough bills with ya? Most Canadians & Americans are naive about what's …
Adopting 3rd world politics for votes. I worked with Indians. They just pay off the cops. Canadian cops can be paid off? Carry enough bills with ya? Most Canadians & Americans are naive about what's coming.
Identity Attack0.1808059
Insult0.086852804
Profanity0.017231047
Threat0.0075083673
Severe Toxicity0.003643036
Low Tox 0.23235008 Moderate Con 0.462 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many - and the blame goes on both the provincial conservatives and federal liberals. The tuition freeze in Ontario caused colleges and universities to treat foreign students as an ATM to balance their budgets. Foreign enrollments skyrocketed, especially in colleges, with students paying top dollar for dubious degrees with no job prospects. This put strains on the job market, and the housing/rental market. As an educated Indian-American who now lives in Canada, it pains me to see my fellow countrymen dominating Uber, Uber Eats, Bicycle food delivery and Tim Hortons. No one uproots everything in their home country and comes all the way for this. Most of these people are here legally and they work really hard. A last word - leaving aside the Khalistan issue that has caused a wedge between Hindus and Sikhs - the Indian diaspora, especially the Sikh, are amazing in the amount of charitable work that they do. Their concept of seva is unmatched. No one goes hungry when there is a Gurdwara around, as there is always free nutritious food. Same is true for temples. Even a young poor Steve Jobs ate at Iskcon temples. Last point - while some of Canada's problems are because of excessive immigration, Canada would be nothing without immigrants. The population would decline, with a native fertility rate of under 1.4, and entitlement programs would be in deep trouble.
Identity Attack0.14019285
Insult0.123407245
Profanity0.016752819
Threat0.007586042
Severe Toxicity0.004787445
Low Tox 0.23090743 Constructive 0.813
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
For those who are sying: "The problem isn't Indian people coming to Canada, its Indian people turning Canada into India", I have a question for you all? Q1: If you take Africans, East Asians, Middle …
For those who are sying: "The problem isn't Indian people coming to Canada, its Indian people turning Canada into India", I have a question for you all? Q1: If you take Africans, East Asians, Middle eastern people, latin americans, maxicans, etc in huge numbers, wouldn't they turn your canada into Africa, East asia, middle east, latin america, maxico, etc? Q2: Your government took immigrants in huge number and only from India, whose fault is that?
Identity Attack0.28034934
Insult0.058475737
Profanity0.01490822
Threat0.0067963502
Severe Toxicity0.0049972534
Low Tox 0.22579013 Moderate Con 0.424
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I seen the same thing happening in California. It's in small towns adjacent to the 5 freeway in the Grapevine area . North of Magic Mountain. You'll see mostly only Indian stores and restaurants. Indiana …
I seen the same thing happening in California. It's in small towns adjacent to the 5 freeway in the Grapevine area . North of Magic Mountain. You'll see mostly only Indian stores and restaurants. Indiana don't like to assimilate to American cultures.
Identity Attack0.28622448
Insult0.046178754
Profanity0.024609445
Threat0.007586042
Severe Toxicity0.0052261353
Low Tox 0.22445217 Constructive 0.684
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
These lands belong to the native Americans (red Indians) . Stop winging and complaining about others who are doing better.
These lands belong to the native Americans (red Indians) . Stop winging and complaining about others who are doing better.
Identity Attack0.18903255
Insult0.07016616
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0044822693
Low Tox 0.22311419 Moderate Con 0.346
Nov 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I wonder where this guy tyler is from - he defo aint no true american. from europe or something
I wonder where this guy tyler is from - he defo aint no true american. from europe or something
Identity Attack0.11163961
Insult0.09270445
Profanity0.03915693
Threat0.00866054
Severe Toxicity0.005302429
Low Tox 0.22043827 Low Con 0.27 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Tyler brother, next time your in Canada, pickup a toque! you wont be hunching your shoulders up to protect your ears. Ahem, sorry in American that's a ... beanie
Tyler brother, next time your in Canada, pickup a toque! you wont be hunching your shoulders up to protect your ears. Ahem, sorry in American that's a ... beanie
Identity Attack0.05794714
Insult0.086852804
Profanity0.028913507
Threat0.016120117
Severe Toxicity0.0062561035
Low Tox 0.21508642 Constructive 0.605 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I don't understand this people problem. That is not their own land. They stole from native Americans people. Now they have problem for other people coming there. Like saying we can do whatever we want …
I don't understand this people problem. That is not their own land. They stole from native Americans people. Now they have problem for other people coming there. Like saying we can do whatever we want but others can't.
Identity Attack0.17925262
Insult0.071116626
Profanity0.022013342
Threat0.008349842
Severe Toxicity0.00541687
Low Tox 0.20839658 Constructive 0.518 Moral_Argument
Feb 20, 2026 3 likes Inside Canada's Indian Invasion...
How come the smuggler didn't notice you had American accent?
How come the smuggler didn't notice you had American accent?
Identity Attack0.06249457
Insult0.0836065
Profanity0.031140719
Threat0.009799767
Severe Toxicity0.0051498413
Low Tox 0.20572066 Moderate Con 0.312 Humor_Satire
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
I'll break down the ending for those who didn't get it: -they took him and drove him miles and miles without getting any of the cash. big red flag, they have 0 reason to trust …
I'll break down the ending for those who didn't get it: -they took him and drove him miles and miles without getting any of the cash. big red flag, they have 0 reason to trust Olivera. these kinda migrants are poor -there was disagreement b/w grunt and boss about fleecing him for a few extra bucks; boss SHOULD NOT care if his cargo has a few more or less dollars if he's getting a flat rate. Massive red flag, as this indicates he plans to receive more/different than agreed and/or that this has been an issue before -Told him that American !ce is patrolling Canada's territory, some hour from the US (lol), and that's why they need to go to some random rathole, when they haven't even committed a crime yet -blatantly lying to him again to take his weapons n phone. They aren't broadcasting xrays thru the entire northern forest. IDK what they have if anything, but definitely not metal detectors lol Yeah, Olivera got out in the nick of time. He was 100% going to get cooked when bossman showed up at the dumping ground. The blade was a small price to pay even though it looked pretty nice lol. Appreciate what you do but maybe this one was a little too risky eh. PS: W bikeman and RIP (Canada does NOT have free speech)
Identity Attack0.094936445
Insult0.12521741
Profanity0.03615085
Threat0.010032792
Severe Toxicity0.005531311
Low Tox 0.20265625 Constructive 0.715 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
As an American, this all seem kinda stingy
As an American, this all seem kinda stingy
Identity Attack0.09245483
Insult0.06564732
Profanity0.08452088
Threat0.010239923
Severe Toxicity0.004558563
Low Tox 0.20265625 Moderate Con 0.371
Oct 25, 2017 2 likes How much do refugees and …
Im from Quebec and I don't know what makes the white guy Canadian? how is he different from an American?
Im from Quebec and I don't know what makes the white guy Canadian? how is he different from an American?
Identity Attack0.26325142
Insult0.04969218
Profanity0.023789622
Threat0.0069646453
Severe Toxicity0.0050354004
Low Tox 0.20219094 Moderate Con 0.453 Question
Feb 24, 2026 Inside Canada's Indian Invasion...
If you don't want to be described as colonisers because "it's something that happened before you were born", Stop trying to claim that you "built this country".. because the people who built it? We're colonisers. …
If you don't want to be described as colonisers because "it's something that happened before you were born", Stop trying to claim that you "built this country".. because the people who built it? We're colonisers. Anything you mention that the immigrants are doing now? Can be said about European history doing to the native people. Nothing has changed. You're just on the other side of the fence. Welcome, you built the fence that surrounds us. Wait till they start putting you in designated areas, like you do to natives and their reservations.. to this very day. Best regards: a native American (Canadian).
Identity Attack0.10221587
Insult0.08508729
Profanity0.031641733
Threat0.011353259
Severe Toxicity0.0066375732
Low Tox 0.20126031 Constructive 0.663 Moral_Argument
Sep 12, 2025 Why Canadians Are Turning Against …
I am a legal American citizen and I do not get any free health care! I have paid into social security since I was 16. I have earned my social security over the past 45 …
I am a legal American citizen and I do not get any free health care! I have paid into social security since I was 16. I have earned my social security over the past 45 years. I also have to pay my own legal fees and my taxes paid for my child to go to public school. I do not know of any other country that gives refugees or illegal aliens ANY money or services!
Identity Attack0.17925262
Insult0.06722072
Profanity0.016957775
Threat0.0063432488
Severe Toxicity0.004634857
Low Tox 0.20102765 Constructive 0.692
Jan 21, 2019 3 likes How much do refugees and …
They are not americans.....got it now
They are not americans.....got it now
Identity Attack0.12208464
Insult0.06023245
Profanity0.020988565
Threat0.0103175985
Severe Toxicity0.004673004
Low Tox 0.20009702 Low Con 0.233 Humor_Satire
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
That's less than what you did to native Americans😂😂😂😂
That's less than what you did to native Americans😂😂😂😂
Identity Attack0.109318495
Insult0.037395194
Profanity0.03189224
Threat0.00899713
Severe Toxicity0.0062561035
Low Tox 0.19986437 Low Con 0.199 Humor_Satire
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m a second gen Indian in Canada born in USA. It’s become so us vs them between locals and immigrants, that Im caught in the middle, I belong no where and everywhere. There’s no room …
I’m a second gen Indian in Canada born in USA. It’s become so us vs them between locals and immigrants, that Im caught in the middle, I belong no where and everywhere. There’s no room for my voice, because I’m no different then any Canadian or American in how I act but nothing separates me from Punjab and Kashmir other than accident of birth and one generation. My English is NE United States, my French Québécois, my Hindi Dehli,Punjabi Jalandar, Urdu Lahori, and Turkish Ankara. I speak six languages and I’m fluent in none, I’m from three countries yet none of them want me. It would be great if more of these types of investigations included our voices, as we’re neither here nor there yet caught in the middle of all of this.
Identity Attack0.18903255
Insult0.082619295
Profanity0.030138692
Threat0.009126588
Severe Toxicity0.008964539
Low Tox 0.1996317 Constructive 0.806 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Whenever I hear Americans or Canadians complain about immigration, I think of the Gangs of New York scene where Daniel Day-Lewis' character spits on the newcomers coming off the boats...
Whenever I hear Americans or Canadians complain about immigration, I think of the Gangs of New York scene where Daniel Day-Lewis' character spits on the newcomers coming off the boats...
Identity Attack0.15303208
Insult0.06302499
Profanity0.02932342
Threat0.030623792
Severe Toxicity0.005683899
Low Tox 0.1991664 Moderate Con 0.426
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Most Indians have immigrated legally. “As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’” -- “Proud …
Most Indians have immigrated legally. “As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’” -- “Proud Boys and the White Ethnostate” by Alexandra Minna Stern (2019).
Identity Attack0.23922618
Insult0.038566336
Profanity0.045419596
Threat0.010964886
Severe Toxicity0.005836487
Low Tox 0.19893374 Moderate Con 0.363 Unverified_Claim
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.