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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: "Did he said his own …" 509 comments · Page 4 of 21
I laughed so hard when he said only few white trash that left! Made me laugh and sad at the same time. No one should feel like that specially from the place they call home …
I laughed so hard when he said only few white trash that left! Made me laugh and sad at the same time. No one should feel like that specially from the place they call home 😢
Identity Attack0.53446084
Insult0.5130944
Profanity0.2659699
Threat0.011638066
Severe Toxicity0.02458496
Moderate 0.52811706 Constructive 0.562 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The …
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The thing you really have to be careful of, as is the situation with any instance of mass migration, is to be aware if newcomers are taking advantage of Western social assistance programs, like the Somalis have done with the welfare system. They need to understand that to be welcomed as new Americans, they have to work. Indians have proven to be industrious through hotels and convenience shops. I'd prefer them to Middle Easterners or certain cultures of Africans. That all being said, they should also come to understand that, having moved to a modern country, there's very little point in having massive families with ten kids. No need to endlessly spawn more people to help with chores like water fetching when you have indoor plumbing. It's an unfortunate trend a lot of migrants have trouble getting over, the endless breeding that makes locals anxious that they'll become a minority in their own country in just a few generations.
Identity Attack0.5498214
Insult0.46173862
Profanity0.5381406
Threat0.02924249
Severe Toxicity0.16960317
Moderate 0.52811706 Constructive 0.805 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, and knowing that they will vote for them the same as the Democrats in the United States did that’s the plan. Do you remember when Trudeau said , the immigrants are more Canadian than you are because you take for granted your Canadian ship and that they are the true Canadians not us votes in the bag. Liberals have one how many times we’re doomed. We don’t live in Canada anymore. We live in, CANASTAN AND ALL AMERICAN CANADIENS ARE THE DUMBEST DECEPTION IS IN THE BRAIN. THEY DON’T EVEN REALIZE WHERE ALL AMERICANS LIVING IN NORTH AMERICA MAY THE TRUTH SET YOU FREE LOOK IN THE MIRROR IF YOU BECOME WHAT YOU HATE????
Identity Attack0.36702603
Insult0.57787937
Profanity0.25001678
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.52272606 Moderate Con 0.344 Insult Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
As I always said... Canada is a scam.
As I always said... Canada is a scam.
Identity Attack0.4907465
Insult0.54525656
Profanity0.14049543
Threat0.008505191
Severe Toxicity0.023076924
Moderate 0.52272606 Low Con 0.283 Insult Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
The guy who said Motherland Punjab not india is a person in right mind as no person in his right mind will say Motherland India except 1 billion poop eating cultist.😂
The guy who said Motherland Punjab not india is a person in right mind as no person in his right mind will say Motherland India except 1 billion poop eating cultist.😂
Identity Attack0.46028158
Insult0.5015486
Profanity0.42990944
Threat0.09929679
Severe Toxicity0.2281948
Moderate 0.52007306 Low Con 0.233 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
He lied when he said "we don't negate anybody"...... the reality is that Hindus are the most racists when it comes to dealing with other religions....
He lied when he said "we don't negate anybody"...... the reality is that Hindus are the most racists when it comes to dealing with other religions....
Identity Attack0.57150364
Insult0.44464502
Profanity0.09098661
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.307 Identity Attack
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I've said this for a long time, Indians are everywhere . We've got to round them up and send them back to where they came from
I've said this for a long time, Indians are everywhere . We've got to round them up and send them back to where they came from
Identity Attack0.58743036
Insult0.36709076
Profanity0.20139475
Threat0.2566701
Severe Toxicity0.16960317
Moderate 0.51980776 Moderate Con 0.436 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
bike patrol literaly said "I'm as racist as the next guy". Never thought I'd here someone deadass say that unironically serious on the mfkn internet.
bike patrol literaly said "I'm as racist as the next guy". Never thought I'd here someone deadass say that unironically serious on the mfkn internet.
Identity Attack0.2781757
Insult0.49151286
Profanity0.4662011
Threat0.028206514
Severe Toxicity0.067522444
Moderate 0.51980776 Moderate Con 0.406 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I met an Arab man who was saying, “Why are Indians so dirty?” I told him, “I don’t know.” He said, “I went to Thailand for sightseeing, and there were Indians everywhere. They smelled so …
I met an Arab man who was saying, “Why are Indians so dirty?” I told him, “I don’t know.” He said, “I went to Thailand for sightseeing, and there were Indians everywhere. They smelled so bad. I even saw five men with one woman and was shocked. I will never go back there again.”
Identity Attack0.58743036
Insult0.47384647
Profanity0.32120174
Threat0.042662576
Severe Toxicity0.07805709
Moderate 0.5140397 Constructive 0.553 Identity Attack Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Guess what you are a product of the European invasion of North America, your grandparents aren't native and you don't have the right to stop legal immigrants. If you have said the same in europe …
Guess what you are a product of the European invasion of North America, your grandparents aren't native and you don't have the right to stop legal immigrants. If you have said the same in europe i would have agreed with you but not with countries like the US , Canada and Australia never. I can guarantee that if white illegal immigrants take over your entire country you wouldn't be having a problem but a brown legal immigrant will be a problem for you illiterates forever!!!!!
Identity Attack0.5135796
Insult0.48313886
Profanity0.10363861
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.509388 Moderate Con 0.371 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
Identity Attack0.5689151
Insult0.29383746
Profanity0.20139475
Threat0.027170537
Severe Toxicity0.0475607
Moderate 0.50789946 Moderate Con 0.348 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
The one video you say we can't survive without Indiana we have been doing it for years what do you think is going to change I am a true Canadian everybody is welcomed but do …
The one video you say we can't survive without Indiana we have been doing it for years what do you think is going to change I am a true Canadian everybody is welcomed but do not f****** change our way of life make the gentleman said leave your s*** out the door I don't understand a lot of use come to our country because it's so bad where you're coming from that's great you have somewhere safe to go and we accept you even on the fact that you and try and change our way of life please somebody out there stand up against all of this we need one person to stand up and we will follow let's get our Canada back there will be a war before you take it over and trust me you don't want that America learn not to f*** with us cuz we burnt their house down trust me we will burn yours down too I am not racist at all but for us being nice you are putting us into poverty work with us not against us or sooner or later you will regret it don't change our way of life we don't go to your country and do it Canadians have a lot of passion and helping people sooner or later we get fed up and then regrets happen
Identity Attack0.27875587
Insult0.43296707
Profanity0.5013569
Threat0.034422375
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.736
Sep 10, 2025 Why Canadians Are Turning Against …
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me …
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me $8 over my asking wage. I don't mind Indians at all. They are hard working people and don't usually create problems. The Somalis are horrible. They have ZERO etiquette, manners and a complete disregard for anyone but themselves. I moved cities to get away from them because they have like 8-10 kids. They all just make kids for child benefit money and sit at home on welfare. They are ALL on welfare. Those on ODSP work under the table while on a disability benefit. The government is dumb as hell for bringing so many. Nice cities have become shit holes because they're dirty and don't care about their communities. They're just awful.
Identity Attack0.55044734
Insult0.44464502
Profanity0.3194067
Threat0.051391184
Severe Toxicity0.16960317
Moderate 0.5024724 Constructive 0.654 Identity Attack Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Nahhh tyler u laughed a little too hard at some them statements and definitely said sum questionable shi…u got sum u wanna get off ya chest bub?🤣🤣🤣🤣🤣much luv tho
Nahhh tyler u laughed a little too hard at some them statements and definitely said sum questionable shi…u got sum u wanna get off ya chest bub?🤣🤣🤣🤣🤣much luv tho
Identity Attack0.04641757
Insult0.36798462
Profanity0.40878695
Threat0.1319513
Severe Toxicity0.1597006
Moderate 0.5024724 Moderate Con 0.371 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
8:30 I was tryna give this guy the benefit of the doubt like he has a bit of a point but then he just outright said ALL Africans are the problem 💔
8:30 I was tryna give this guy the benefit of the doubt like he has a bit of a point but then he just outright said ALL Africans are the problem 💔
Identity Attack0.55803186
Insult0.336253
Profanity0.19401662
Threat0.02181799
Severe Toxicity0.024819711
Moderate 0.4977744 Constructive 0.508 Identity Attack
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
That sentence is offensive af lol 😂 they shouldn’t even be called that the indigenous have been called Indians for a long ass time. Why did we have to change our name soon as they …
That sentence is offensive af lol 😂 they shouldn’t even be called that the indigenous have been called Indians for a long ass time. Why did we have to change our name soon as they started flooding in, I had a girl ask me how she gets a status card, I said your not the same kind of Indian as me. 🤣🤷🏽‍♀️
Identity Attack0.44690517
Insult0.36709076
Profanity0.42185885
Threat0.027861187
Severe Toxicity0.06488878
Moderate 0.4977744 Constructive 0.592 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but …
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but as long as they're harmless, they don't don't violate laws they must stay, look indian people contribute towards the economic growth of any country they reside in, ofcourse some indians lack civic sense, but that doesn't mean everyone is like that ??!! In America, Drugs has taken over, almost 30% people are homeless, burglary, theft is common, Cops will do nothing, Psychopaths are on the rise, Murder, break ins, killing by guns, accidents, are rising, Trump is weaponising ICE and killing USA citizens, putting kids in jail for no reason, complete chaos, no jobs are there, no buses, trains for easy commute, Relationships are broken, nobody is happy in all the western countries, divorce, cheating, and mind you, most indians are contributing towards the economic growth of USA, all the software engineers from India, now you're Deporting them as if your citizens are all geniuses, Indian community is not at all a problem, your mindset towards us, is the problem, this is racism, this is discrimination, America is supposed to be the origin and flag-bearer Of democracy, do something about that, other than Focusing on people who are residing peacefully with you guys, yes you have the law and order, enforce them on everyone, but don't blame them just because they're different, different in colour, religion, accent etc.
Identity Attack0.45348886
Insult0.4339631
Profanity0.36230123
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.4838166 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
He said all Africans are terrible . Wow that’s a bad mindset
He said all Africans are terrible . Wow that’s a bad mindset
Identity Attack0.55011386
Insult0.4125297
Profanity0.22213541
Threat0.010783645
Severe Toxicity0.023927659
Moderate 0.4838166 Low Con 0.234 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Yes these immigrants are very rude. They have no personality. I was in Walmart and the cashier of course an imaginant and she's so sour, and as my items are piling up .she said you …
Yes these immigrants are very rude. They have no personality. I was in Walmart and the cashier of course an imaginant and she's so sour, and as my items are piling up .she said you have to pack these items away before I continue. In the meantime I'm getting my bags out and trying my best to hurry because the line is very long she's just standing there looking around instead of offering to help me pack up my groceries no ..... SHE doesn't do that. She's standing there. I found it very rude, disrespectful, disgusting and no help for another human being.. they have no compassion for our Canadian people. It's disgusting I'm truly thinking of boycotting Walmart. They need to be back in there own country. Not to come here and behave this way. Canada is Done. Our government should be ashamed of themselves. To treat their own people like garage. But they will pay for their EVILNESS
Identity Attack0.50588524
Insult0.48627716
Profanity0.21564959
Threat0.014738814
Severe Toxicity0.023692908
Moderate 0.48141238 Constructive 0.643 Identity Attack Personal_Narrative
Aug 30, 2025 Why Canadians Are Turning Against …
So when the guy said "today 1 in 4 people in Canada is immigrant" LOL 100% of people in Canada are immigrants there aren't much Native people left. So if anyone thinks they came before …
So when the guy said "today 1 in 4 people in Canada is immigrant" LOL 100% of people in Canada are immigrants there aren't much Native people left. So if anyone thinks they came before so they have the right? That's bullshit. Problem isn't immigration, problem is illegal immigration. People coming and not contributing to the growth. that's the problem. But Old European migrants thinking that it;s their ancestors land is also a problem. Fix that too.
Identity Attack0.3780483
Insult0.40243408
Profanity0.46460027
Threat0.010783645
Severe Toxicity0.023645958
Moderate 0.48021027 Constructive 0.529
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of …
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of dollars to the economy. If they were all "not working" like that bald guy said, the city wouldn't be as productive or be as rich or as sprawling. Is it too much immigration all at the same time, yeah but locals would have problem with non-white people even if there was litte immigration. Stop the immigration numbers and disgruntled whites would still have an issue with Brampton despite majority white cities the same size as Brampton not being as productive, rapidly facing demographic and economic decline. Majority of the accusations the white people made, were not even proven in the video. I mean ok I guess.
Identity Attack0.48915586
Insult0.48627716
Profanity0.40878695
Threat0.033386398
Severe Toxicity0.044870634
Moderate 0.48021027 Constructive 0.743 Moral_Argument
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
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’m from Canada and I literally can’t stand the amount of them here and they are dangerous. I was friends with Indians who grew up here and even them and their families said they don’t …
I’m from Canada and I literally can’t stand the amount of them here and they are dangerous. I was friends with Indians who grew up here and even them and their families said they don’t want the Indians coming here , the “village” ones that are dirty
Identity Attack0.5135796
Insult0.45758462
Profanity0.18909787
Threat0.011430934
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.589 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrants, immigrants, immigrants, we have to stop doing this nonsense. Like the guy said leave your culture at the door, or go back where you came from.
Immigrants, immigrants, immigrants, we have to stop doing this nonsense. Like the guy said leave your culture at the door, or go back where you came from.
Identity Attack0.47178617
Insult0.4596616
Profanity0.11292298
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.47772613 Moderate Con 0.345 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Does anybody remember when a group of Indians robbed the LCBO in Bowmanville, Ontario. They drove the WRONG WAY on the 401 and crashed into an entire family, killing everyone, ncluding a 4mo baby. Judge …
Does anybody remember when a group of Indians robbed the LCBO in Bowmanville, Ontario. They drove the WRONG WAY on the 401 and crashed into an entire family, killing everyone, ncluding a 4mo baby. Judge Russel Wood of Oshawa said he didn't want the surviving Indian to be deported so he gave him 4mo in jail. FOR ARMED ROBBERY + KILLING AM ENTIRE FAMILY
Identity Attack0.49032792
Insult0.27969417
Profanity0.10363861
Threat0.5195707
Severe Toxicity0.12546301
Moderate 0.47473195 Constructive 0.64 Threat
Jan 27, 2026 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.