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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: ""if more immigrants came we …" 243 comments · Page 2 of 10
Watching the government I came to believe that they are absolutely unconcerned about the the results of there actions in many regards, but also that many of them are too incompetent to actually do the …
Watching the government I came to believe that they are absolutely unconcerned about the the results of there actions in many regards, but also that many of them are too incompetent to actually do the job. Just look at the current Immigration minister. She is utterly clueless. I wouldn't hire the woman as nanny! Yet, she is a minister, can't answer basic questions and is totally useless.
Identity Attack0.105256535
Insult0.5739874
Profanity0.0887236
Threat0.00866054
Severe Toxicity0.012962224
Moderate 0.509388 Moderate Con 0.492 Insult Policy_Critique
Feb 28, 2026 LILLEY UNLEASHED: The fall of …
"My dad came from Portugal. He had to support us. It's not like that anymore". I mean are you even listening to yourself? Your father was a bum that got lucky now you think you …
"My dad came from Portugal. He had to support us. It's not like that anymore". I mean are you even listening to yourself? Your father was a bum that got lucky now you think you are better than other immigrants lmao
Identity Attack0.4139151
Insult0.50440645
Profanity0.39409557
Threat0.015602129
Severe Toxicity0.12019568
Moderate 0.509388 Moderate Con 0.477 Insult
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Pure racism - that Portuguese guy is pretty much the same as Indian folks: non white, came in as immigrant, maintains his culture. This is not the immigration problem - this is economy. Remove the …
Pure racism - that Portuguese guy is pretty much the same as Indian folks: non white, came in as immigrant, maintains his culture. This is not the immigration problem - this is economy. Remove the immigration and the situation will be the same: manufacture is lost to China, no new housing built, dumb regulations, inability to incentivise people to live in remote regions, no plan for homeless and addicts and health care system in general. But yeah of course it us easier to fight straw-men.
Identity Attack0.48915586
Insult0.5130944
Profanity0.19893537
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.4977744 Constructive 0.572 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians have to realize that we will need much stronger Government which will say NO to all of these new migrants (not immigrants) who are taking jobs, culture, raising their idols, praying in the street …
Canadians have to realize that we will need much stronger Government which will say NO to all of these new migrants (not immigrants) who are taking jobs, culture, raising their idols, praying in the street and making havoc to other people. They are acting like that are entitled to do that just because they are allowed to ! I am immigrant too and I didn't came here to watch all these people how change and make it dirty more and more every day. They just bringing same shit where they are running from ? You see how stupid that is ? We have to change Government as fast as possible otherwise Canada is done ! People wake up don't be scared to say NO ! I would love to see how this beautiful country goes down the drain. Cheers ❤❤❤
Identity Attack0.39677486
Insult0.46625584
Profanity0.45706853
Threat0.014566151
Severe Toxicity0.024725812
Moderate 0.4826145 Constructive 0.616 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
The Liberal GOOBERMENT is STEALING from the Canadian taxpayers to pay the wages of many illegal immigrants who came here through the BS student VISA. We can't go to their countries of origin and expect …
The Liberal GOOBERMENT is STEALING from the Canadian taxpayers to pay the wages of many illegal immigrants who came here through the BS student VISA. We can't go to their countries of origin and expect to get a free ride from their Government. So WE The People are FED up with the FEDERAL SCUM GOOBERMENT acting like we dont matter... Canada has NEVER had a CIVIL WAR on our soul, but it could happen soon, when the people who have had 3 and 4 generations build this country get everything STOLEN from them by SCUM LIKE TRUDEAU AND CARNEY..
Identity Attack0.36702603
Insult0.5130944
Profanity0.2347036
Threat0.0138755
Severe Toxicity0.02383376
Moderate 0.48141238 Moderate Con 0.407 Insult
Aug 28, 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)
You know it's bad when your Indian friends who were born here or came here over 10 years ago tell you that the new Indian immigrants are horrible.
You know it's bad when your Indian friends who were born here or came here over 10 years ago tell you that the new Indian immigrants are horrible.
Identity Attack0.55044734
Insult0.4302003
Profanity0.25275812
Threat0.011249693
Severe Toxicity0.023076924
Moderate 0.48021027 Moderate Con 0.491 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Not all immigrants. I an immigrant.I work my ass off from the day i came to this country. 🇨🇦🇯🇲🇨🇦🇯🇲. I work over 50 fifty thousand hrs in my 25 hrs here.no hand outs. And so …
Not all immigrants. I an immigrant.I work my ass off from the day i came to this country. 🇨🇦🇯🇲🇨🇦🇯🇲. I work over 50 fifty thousand hrs in my 25 hrs here.no hand outs. And so i thank God for health and strength that he has given me.I am tierd of these people begging me money onthe street .when the government gave them my taxes to live free.
Identity Attack0.3043136
Insult0.36798462
Profanity0.44431314
Threat0.011560392
Severe Toxicity0.023880709
Moderate 0.47886392 Constructive 0.637 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
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 …
I am I immigrant myself. I came to Canada 48 Years ago, and Bought with me skilled trade and I am Highly skilled Person worked Hard and Contributed to my community . STOP BRINGING SMALLY …
I am I immigrant myself. I came to Canada 48 Years ago, and Bought with me skilled trade and I am Highly skilled Person worked Hard and Contributed to my community . STOP BRINGING SMALLY GARBEDGE TO CANADA.
Identity Attack0.32476485
Insult0.50440645
Profanity0.07805514
Threat0.007094103
Severe Toxicity0.015350811
Moderate 0.47119883 Constructive 0.622 Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Well, I'll put it this way like I said for many, many, many years, while over 20 years, I already bought this s*** between what Trudeau did, and now, what, you know, art Kearney is …
Well, I'll put it this way like I said for many, many, many years, while over 20 years, I already bought this s*** between what Trudeau did, and now, what, you know, art Kearney is doing that piece of s***. He is turning Canada into a European nation. You watch once joined the European Union and then the richer get richer, there'll be no oil class, the poor be poor and guess what, when you look at the European Union, they are all about one ruled government. One world order wake up this whole entire immigration thing is a f****** joke. From my aunt's opinion and yes, that normally filters on. So it doesn't exactly say all the swear words, my apologies, but no born and raised canadian, and this is a d*** joke, they want to turn around and keep on pushing us and pushing us well.Maybe soon enough, they're real canadian people push back car needed, begets, sent back to the us and a box everybody else who came here.There's no want to fall at our rules.Arborgulations are way of culture.Get the f*** back, where'd ever held country?You came from him because guess what time is ticking tiktok?Tiktok, revenge, you can a snap, and when we do all you immigrants, carney, evernels fit in or f*** off
Identity Attack0.1508922
Insult0.44464502
Profanity0.45190978
Threat0.020954676
Severe Toxicity0.0394905
Moderate 0.46982017 Constructive 0.645 Call_To_Action
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
The governments of Canada made a catastrophic mistake that opened the door of immigration for Indians and they came like flies, ،،،،،I think Canada will become dependent on the Indians and the Canadians will be …
The governments of Canada made a catastrophic mistake that opened the door of immigration for Indians and they came like flies, ،،،،،I think Canada will become dependent on the Indians and the Canadians will be expelled because the population will become the Indians are in control and therefore Canada will not become for the Canadians,,,,, Canada will become a dirty people, they do not like cleanliness, they take a bath once a week, they worship cows and idols.
Identity Attack0.4907465
Insult0.46327567
Profanity0.06796519
Threat0.010964886
Severe Toxicity0.023076924
Moderate 0.45757914 Moderate Con 0.361 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Yes, it’s country of immigrants. Some 200 years ago, many white immigrants came , killed the natives and become the people of the land. Yes then they built the country with their hardworkband brain but …
Yes, it’s country of immigrants. Some 200 years ago, many white immigrants came , killed the natives and become the people of the land. Yes then they built the country with their hardworkband brain but that don’t take away the logic that they were too „not the people of the land“ and to add to it the “hineous” act if indigenous ethnic cleansing. Horrendous 😢
Identity Attack0.5075293
Insult0.40243408
Profanity0.09551262
Threat0.12689553
Severe Toxicity0.023246882
Moderate 0.4574824 Moderate Con 0.486 Identity Attack
Dec 29, 2025 Inside Canada's Indian Metropolis (Brampton)
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while …
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while they laugh at us good Canadians) - The funny partt is, if we forced them out like UK is planning to do, they would crumble in a second, I grew up with indians who were born here, their families came the right way and assimilated and even THEY hate the over-immigration and pure indians coming influx.
Identity Attack0.4931391
Insult0.37960073
Profanity0.2813443
Threat0.13329996
Severe Toxicity0.048457388
Moderate 0.45090583 Constructive 0.601 Personal_Narrative
Feb 21, 2026 Inside Canada's Indian Invasion...
as a child of immigrants from south east asia that was born and raised in brampton i have to say these indians have ruined this city, and i do feel bad for the good ones …
as a child of immigrants from south east asia that was born and raised in brampton i have to say these indians have ruined this city, and i do feel bad for the good ones that came here because they were scammed by thier own kind and promised a bunch of lies, n then getting scammed once again when they r here by thier kind. really shows u what kind of people they are.
Identity Attack0.5135796
Insult0.41530323
Profanity0.17706433
Threat0.023371955
Severe Toxicity0.023106033
Moderate 0.4421347 Constructive 0.528 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD TO (Go back where you came from) AS I AM FBA FAMILY BEEN IN AMERICA SINCE THE 1720'S! HOW ABOUT Y'ALL FAMILIES?!?!? Many whites didn't come to America until they saw the BLACK STATUE OF LIBERTY IN THE LATE 1900's (that's how many Europeans got their citizenship) Lastly, these countries like the US, Canada, and the EU fucks around all in these countries business, overthrow their leaders, destabilizes those countries and then WONDER WHY THERE'S SO MANY IMMIGRANTS COMING! LIKE COME ON AND GET A CLUE, STOP MESSING AROUND WITH THEIR POLITICS AND MAYBE THEY'LL STAY IN THEIR HOME COUNTRIES
Identity Attack0.44690517
Insult0.41530323
Profanity0.18663849
Threat0.018710058
Severe Toxicity0.023599008
Moderate 0.4402136 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
We are all immigrants who came worked our butts off all shifts! Graveyard and even on Christmas Day and now people come here and demanded to get our tax money which we have contributed to …
We are all immigrants who came worked our butts off all shifts! Graveyard and even on Christmas Day and now people come here and demanded to get our tax money which we have contributed to the economy! I am also so fed up with ALL these people just coming in. My heart goes out to you girl, I am speechless!
Identity Attack0.36702603
Insult0.36798462
Profanity0.36752504
Threat0.010654188
Severe Toxicity0.023076924
Moderate 0.43720075 Constructive 0.701
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
My parents came here from Italy they worked my grandparents worked no one was on social aid we built the country that's immigration today they come and expect their way that's Canada today sickening.
My parents came here from Italy they worked my grandparents worked no one was on social aid we built the country that's immigration today they come and expect their way that's Canada today sickening.
Identity Attack0.36942887
Insult0.44802538
Profanity0.03389629
Threat0.007314181
Severe Toxicity0.013349563
Moderate 0.4269174 Constructive 0.562
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
You see a lot of Indian people it's not a people they all Indian students you know how much money the Canada has robbed before they come to the Canada you know you're not going …
You see a lot of Indian people it's not a people they all Indian students you know how much money the Canada has robbed before they come to the Canada you know you're not going to believe it that much money they've been paying before they come to the Canada they've not came free there or they not immigrant they are a student visa students from India so stop talking about Indians and punjabis seems where they are Indian your country who use the punjabis against India throwing a storms and bomb the planes Air India back in the '80s or I think 85 they blow one plane out and they are the innocent people right Make up your mind is those people are innocent punjabis and your country are human right champion and now suddenly everyone talking s*** about Indians
Identity Attack0.4830652
Insult0.36798462
Profanity0.10920923
Threat0.122295745
Severe Toxicity0.02383376
Moderate 0.4269174 Constructive 0.562 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
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)
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Identity Attack0.5039629
Insult0.25998658
Profanity0.0715894
Threat0.008738215
Severe Toxicity0.02077355
Moderate 0.40614098 Moderate Con 0.373 Identity Attack
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. So then those same Indians grouped together and created their business for their own and now you complain we do not assimilate. Dude clean your own backyard before complaining about others. If they do not work why there are no Indian homeless. They worked hard, harder your 5 generations combined thats why they were able to build houses. Their bathrooms are bigger then your bedrooms. If now have something to complain you are free to leave the country. so at 3:00 he is saying, it does not cost illegals a penny to go to hospital. How many illegals has he smuggled into Canada. Any person in Canada without the provincial insurance has to pay everything out of pocket. I just got my dads blood work done today and he is on a visitor visa. It costed me $750 dollars, and before that just a walk in visit costed me $$175 dollars. And about paying taxes, I garuntee you a single houshold of Indians pay more in Taxes than a whole street of these white shit heads. The amount of myths they have created around immigrants is astonishing. There is is a reason conservatives loves the poor and the uneducated. You can clearly see the stark difference between how a Canadian born and raised person is speaking about other and how an immigrant is speaking about others and distributing free food and serving the society. THe people who have never tried to help anyone will always be jealous of those who help and prosper. We did not came from broken country, we just came here for a little better life which we have gotten with our hardwork and we owe nothing to these half ass naked shit rags complaining about immigrants when they themselves are either one or descendants of immigrants.
Identity Attack0.46028158
Insult0.33998606
Profanity0.08290444
Threat0.011974656
Severe Toxicity0.02116089
Moderate 0.3974717 Constructive 0.587
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
its the same complain all over the world...immigration and immigrants was all well and good until early 2000s when those immigrants came to wor and build a life and assimilated and there was healthy distribution …
its the same complain all over the world...immigration and immigrants was all well and good until early 2000s when those immigrants came to wor and build a life and assimilated and there was healthy distribution of all ethnics and races...after mid 2000s was when immigration went of the rope for europe and north america and all sorts of looneys got through...and because of them the good immigrants from prior are suffering the most as they are also seen as pests...
Identity Attack0.36702603
Insult0.40420914
Profanity0.08678388
Threat0.00899713
Severe Toxicity0.01483436
Moderate 0.39231625 Constructive 0.621
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Identity Attack0.45610145
Insult0.24928534
Profanity0.089370176
Threat0.014738814
Severe Toxicity0.01935331
Moderate 0.39021665 Moderate Con 0.48
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I grew up with lots of ukrainian and other immigrants, and on the whole, they are okay. Current ukrainian refugees are, I have noticed, a bit confused owing I think to the unfortunate circumstances which …
I grew up with lots of ukrainian and other immigrants, and on the whole, they are okay. Current ukrainian refugees are, I have noticed, a bit confused owing I think to the unfortunate circumstances which caused them to relocate. I suspect a lot will repatriate themselves when the war ends. I've encoutered many immigrants over the years and I have noticed, that in the last 20 years or so that a disturbing number of refugees are bogus exploitative jerks who wound up here because they weren't welcome where they came from because of their own character flws.
Identity Attack0.36702603
Insult0.41530323
Profanity0.33453682
Threat0.02440793
Severe Toxicity0.023076924
Moderate 0.38434127 Constructive 0.763 Personal_Narrative
Oct 8, 2025 How Canada broke its immigration …

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.