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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: "You can’t make it make …" 1,431 comments · Page 32 of 58
This is enough to make a grown man gag
This is enough to make a grown man gag
Identity Attack0.016460562
Insult0.06250052
Profanity0.12035047
Threat0.023544617
Severe Toxicity0.007972717
Low Tox 0.22980402 Low Con 0.202
Nov 7, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, …
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, and I visit many nursing and retirement homes. It feels extremely disrespectful when immigrant workers speak only in their own languages even when others around them don’t understand. Just a few days ago, I was in a park and witnessed someone spitting red tobacco all over a tree trunk. This kind of behaviour is unacceptable in Canada. We came here for better opportunities and a better life, so it should be our responsibility to respect the culture and the public spaces here. I genuinely believe the government needs to be stricter about who they allow in. Canada doesn’t need people who refuse to integrate or who create a nuisance in public. Diversity is about sharing and respecting each other, not about ignoring Canadian values or lowering public standards. If someone is not willing to respect this country and its culture, then maybe Canada is not the place for them.
Identity Attack0.20878418
Insult0.08582769
Profanity0.03464781
Threat0.0091524795
Severe Toxicity0.005645752
Low Tox 0.22579013 Constructive 0.764
Aug 25, 2025 111 likes Why Canadians Are Turning Against …
Yeah as a Canadian who lives in the Greater Toronto Area, I can appreciate how immigration as a concept is good. But Canada is at a point now where a large influx of immigrants are …
Yeah as a Canadian who lives in the Greater Toronto Area, I can appreciate how immigration as a concept is good. But Canada is at a point now where a large influx of immigrants are shocking our economy and dropping our quality of life. And the majority of these immigrants come from one country. No hate to India, as a half Indian myself, but when you bring these people over in droves, they feel it unnecessary to assimilate as they all coalesce with each other - where they feel comfortable. So you have the majority of them who don't speak our language, who don't carry our values, and don't feel that any of it is required. And it makes you feel, as a Canadian like you're being taken over. We want a lower immigration rate, and we want a greater spread of people from across the world. I don't want Canada to become India.
Identity Attack0.24970764
Insult0.08582769
Profanity0.029050145
Threat0.008686432
Severe Toxicity0.00705719
Low Tox 0.22579013 Constructive 0.843
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why not make it affordable for Canadian women to have more than 1 child? Why bring Muslim women who don't work or pay taxes while paying them $700 plus per child, to have several children …
Why not make it affordable for Canadian women to have more than 1 child? Why bring Muslim women who don't work or pay taxes while paying them $700 plus per child, to have several children and $1950 per adult...so a refugee family with 3 children gets $6000 to live on not even working...when 2 working Canadians often don't earn that each working full time and have to pay taxes and child care for each child they have.
Identity Attack0.28034934
Insult0.061801232
Profanity0.013200258
Threat0.0064985976
Severe Toxicity0.004386902
Low Tox 0.22445217 Moderate Con 0.468
Aug 31, 2025 5 likes Why Canadians Are Turning Against …
It is the MOST SAD DAY, When the Mayor of Toronto, is ordered to make space for illegal Asylum seekers, ahead of our own communities "HOMELESS"?????????????????????????????????????????????????????????????????? Where have all the Protestors Dissapeared to????????????????????????????????????????????????
It is the MOST SAD DAY, When the Mayor of Toronto, is ordered to make space for illegal Asylum seekers, ahead of our own communities "HOMELESS"?????????????????????????????????????????????????????????????????? Where have all the Protestors Dissapeared to????????????????????????????????????????????????
Identity Attack0.11860296
Insult0.0816321
Profanity0.014190876
Threat0.009981008
Severe Toxicity0.0065994263
Low Tox 0.22445217 Moderate Con 0.428
Aug 3, 2018 1 likes How much do refugees and …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. Is taken their jobs and giving them to newcomers. I'm not against people coming over to our beautiful land and enjoying and contributing. Insane that? You've Come to us kindly respect us. Don't take Uber the way it is going right now. We are gonna be the minority and what's gonna happen 50 years down the road? Our great grandkids are gonna be going after the government. Looking for a handout because our government has given away all of our jobs. They've given away our security. I will our elderly need to work until almost the day they go in the ground, so many homeless families. Some of it. Is self situitional some of it? Is because, for a simple 3 bedroom. There's 2 grand add your hydro. Add, your heat. Winter is coming like one of the ladies in the video. Says I haven't had cable or satellite and probably 20 years. I make minimum wage working 40 hours a week. I have rent. I have a car payment. I have insurance and a warm more time. As she said, there's nothing left over. Where is our? Where is our Pat? On the back our gratitude, I am a people person. It doesn't matter color shape sighs. I love everybody as an individual but I like understanding when they're talking to me too. I don't know if this is gonna do any good. I really don't and I'm not trying to sound rude or racist cause. I am not it's just one lonely. Worker's outlook on the world and how Canada has become. Thank you to our government.
Identity Attack0.054763943
Insult0.13607834
Profanity0.058445938
Threat0.009126588
Severe Toxicity0.0062561035
Low Tox 0.22177623 Constructive 0.889
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
OMG,Makings of mass mob civil unrest..like in dark age Europe.
OMG,Makings of mass mob civil unrest..like in dark age Europe.
Identity Attack0.10221587
Insult0.06354945
Profanity0.036401358
Threat0.05042134
Severe Toxicity0.009346008
Low Tox 0.22177623 Low Con 0.164 Fear_Threat
Feb 23, 2026 Inside Canada's Indian Invasion...
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning about Canadian culture. May they all find JESUS and return to their home country to work hard and make it a better place for their children.
Identity Attack0.2127345
Insult0.07808672
Profanity0.01535229
Threat0.007068211
Severe Toxicity0.0063705444
Low Tox 0.22043827 Moderate Con 0.38 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same …
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same conclusion. Immigrants are interrogated about their presence and legality, while others are invited to pass judgment on them. When racial stereotypes are voiced, you don’t challenge them — you laugh. That’s not an accident, and it’s not neutral. You clearly understand that housing shortages, sanitation issues, and infrastructure strain are the result of policy failures and poor planning. Yet you repeatedly avoid those causes because blaming systems doesn’t generate clicks the way racial implication does. Reducing complex, structural problems to identity isn’t investigative — it’s lazy, cynical, and intellectually shallow. When a city worker gives a grounded response that doesn’t fit the narrative you’re pushing, it’s brushed aside. When visuals can be used to imply blame, they’re highlighted. That pattern makes the “just asking questions” defense ring hollow. This isn’t exposing truth — it’s manufacturing outrage and calling it journalism. With your reach, that’s not just irresponsible, it’s embarrassing. You're not a journalist but just a racist. That's all
Identity Attack0.1064171
Insult0.123407245
Profanity0.022354934
Threat0.007961469
Severe Toxicity0.004272461
Low Tox 0.22043827 Constructive 0.527 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Petition to make Brampton our new bomb testing zone
Petition to make Brampton our new bomb testing zone
Identity Attack0.030691283
Insult0.024768941
Profanity0.03690237
Threat0.2836219
Severe Toxicity0.013349563
Low Tox 0.22043827 Low Con 0.195
Dec 24, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Could you just make a video where you don't risk your life, Tyler? That's crazy dedication bro. I'd say keep it up but more importantly stay safe brother!
Could you just make a video where you don't risk your life, Tyler? That's crazy dedication bro. I'd say keep it up but more importantly stay safe brother!
Identity Attack0.009249465
Insult0.07491849
Profanity0.057944927
Threat0.02613456
Severe Toxicity0.0065994263
Low Tox 0.22043827 Constructive 0.645
Jan 27, 2026 Inside Canada's Indian Invasion...
And youtube removed this because its 'racist"? The truth hurts. I'm glad you are safe though. This needs to be looked at. Makes me wonder about the stories about Immigrants showing up on Reservations and …
And youtube removed this because its 'racist"? The truth hurts. I'm glad you are safe though. This needs to be looked at. Makes me wonder about the stories about Immigrants showing up on Reservations and lurking being true.
Identity Attack0.1714862
Insult0.082866095
Profanity0.019622196
Threat0.007689608
Severe Toxicity0.0046157837
Low Tox 0.2191003 Constructive 0.74 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
They don't have data. Video caption on screen is absolutely misguiding. The video caption mentioned 79000 as a figure and then the captions was mentioning Indians. If you watch the video, then we realised that …
They don't have data. Video caption on screen is absolutely misguiding. The video caption mentioned 79000 as a figure and then the captions was mentioning Indians. If you watch the video, then we realised that they don't have the actual DATA. This makes video absolutely misleading because those who just read caption will accuse INDIANs.
Identity Attack0.26663736
Insult0.061801232
Profanity0.02795705
Threat0.0103175985
Severe Toxicity0.005340576
Low Tox 0.21776234 Constructive 0.511
Sep 29, 2025 IRCC Names India in Study …
It's because Indian culture is pretty distant from the Western culture, even Asians, Africans, Arabs, Latinos could assimilate if they're educated and progressive enough but for Us it's pretty hard as we don't really have …
It's because Indian culture is pretty distant from the Western culture, even Asians, Africans, Arabs, Latinos could assimilate if they're educated and progressive enough but for Us it's pretty hard as we don't really have a common ground. Despite preaching 'World is one family' we aren't really inclusive.We like to be the frog of the well & those who does they usually act entitled or annoying. As a Bengali Indian that's what I observe after past 3 years of living in Dubai where Indian immigrants make 40% of it's population.
Identity Attack0.2783691
Insult0.082866095
Profanity0.07320584
Threat0.009566744
Severe Toxicity0.00831604
Low Tox 0.21642438 Constructive 0.706 Personal_Narrative
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without consultation with anyone. The Liberals take no ideas or instruction from the people who are paying and employing them. They did not elect a Dictator which we have.
Identity Attack0.06929302
Insult0.15556364
Profanity0.013234417
Threat0.010835429
Severe Toxicity0.0038146973
Low Tox 0.21642438 Low Con 0.277 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
They are making $80,000/year kicking back watching tv or whatever, enjoying “The great Canadian 3 year vacation “ paid for by the hosting “country” While I’m fighting HOMELESSNESS for being overqualified in a market that …
They are making $80,000/year kicking back watching tv or whatever, enjoying “The great Canadian 3 year vacation “ paid for by the hosting “country” While I’m fighting HOMELESSNESS for being overqualified in a market that only what’s $5 workers through a SHAM LMiA system that has no eyes, or teeth
Identity Attack0.027815815
Insult0.12702756
Profanity0.022628209
Threat0.012906751
Severe Toxicity0.0050735474
Low Tox 0.21508642 Moderate Con 0.319 Economic_Argument
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee …
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee and asylum seekers who are a liability. Also as a sikh Indo Canadian. I couldnt care less about Khalistan.
Identity Attack0.23163283
Insult0.06984934
Profanity0.020032106
Threat0.007197669
Severe Toxicity0.0050735474
Low Tox 0.21374844 Constructive 0.782 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting …
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting in millions of international students whom many have little intention to study while quick to seek asylum. They are more like indentured labourers ripe to be exploited by their very own. Which country welcomes refugees and illegal immigrants with open arms, treating them far better than seniors who toiled for decades. Only in Canada! Oh Indicanada!
Identity Attack0.11744241
Insult0.11464815
Profanity0.020032106
Threat0.009281937
Severe Toxicity0.0060653687
Low Tox 0.21241048 Moderate Con 0.441 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
One striking aspect highlighted by this video is the "community" part of this. White Canadians people have turned away on community in favor of individualism, everybody for themselves, meritocracy "look-how-expensive-my-car-is" kind of mentality. This collectively …
One striking aspect highlighted by this video is the "community" part of this. White Canadians people have turned away on community in favor of individualism, everybody for themselves, meritocracy "look-how-expensive-my-car-is" kind of mentality. This collectively makes everybody poorer and weaker, whereas these Indian communities seem a lot more tightly-knit and willing to help each other.
Identity Attack0.26155844
Insult0.06921569
Profanity0.019895468
Threat0.0069646453
Severe Toxicity0.004673004
Low Tox 0.21241048 Constructive 0.697
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank Trudeau for ruining Canada. And what Canadian did again, voted for Carny who was the financial advisor. You make the math.
Thank Trudeau for ruining Canada. And what Canadian did again, voted for Carny who was the financial advisor. You make the math.
Identity Attack0.04177703
Insult0.12702756
Profanity0.01265371
Threat0.009722093
Severe Toxicity0.003604889
Low Tox 0.21107252 Low Con 0.22
Aug 27, 2025 Why Canadians Are Turning Against …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s and 1980s. Senior Trudeau saw this as an opportunity to vent his frustration for India's not signing of NPT . So the guy kept giving "asylum" to the violent separatists, to "teach India a lesson" (Yeahh... sure) Gradually, it became so that once you have gained enough rep in organised crime, drug trade, so that it's difficult for you to stay under the radar in India, running from law enforcement, you would run to Canada, UK or Australia, and ask for asylum, with whatever reason. And those countries, in their stupid sense of righteousness, would accept it without any background checks. Now, yes, it's a trouble for us (good job), because most of the gang leaders are hiding away in these countries, running their operations remotely. Indian officials are only able to nab the low-level gang members. But it also means that these countries now ALSO have the worst criminals in their cities. And once they settle down, they will do what they know best .... crimes. And gradually they become a problem for their host countries, as well as other Indians in these countries. (Whenever Khalistanis do any parade, they force other Indian families to put up their yellow flags on their homes, to make it look like they have massive support) It's not good for anyone, but these countries have put themselves in a position from which they have no idea how to extricate themselves. Sure, you may blame Indians. But we were literally asking you to send those criminals back, and you refused to do so. Now they are your problem. If they create problems for us, then maybe, they will drop de** in some parking lot. But apart from that, most of their activities are going to be Canada's problem to deal with. They are already turning the streets of Canada into a drug paradise, hurting the young people of both local and Indian origins. Such a waste of life and potential.
Identity Attack0.17303948
Insult0.12159709
Profanity0.023789622
Threat0.01101667
Severe Toxicity0.005493164
Low Tox 0.21107252 Constructive 0.659
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
I don’t sit in the lunchroom because no one speaks English and they look at me when speaking and it makes me mad
I don’t sit in the lunchroom because no one speaks English and they look at me when speaking and it makes me mad
Identity Attack0.033784978
Insult0.046764325
Profanity0.10982819
Threat0.012130005
Severe Toxicity0.005683899
Low Tox 0.20973456 Moderate Con 0.441
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
14:14 if they want to make babies and babies and babies as babies until their population explodes they can do that in their own country and face the consequences while we have the right to …
14:14 if they want to make babies and babies and babies as babies until their population explodes they can do that in their own country and face the consequences while we have the right to safeguard ours.
Identity Attack0.12735364
Insult0.035333443
Profanity0.027410502
Threat0.05559385
Severe Toxicity0.0090789795
Low Tox 0.20973456 Moderate Con 0.315 Identity_Assertion
Sep 7, 2025 Why Canadians Are Turning Against …
THEY NEED TO LEAVE ! WE WILL MAKE SURE THEY LEAVE!!!
THEY NEED TO LEAVE ! WE WILL MAKE SURE THEY LEAVE!!!
Identity Attack0.011987305
Insult0.04852104
Profanity0.021398475
Threat0.09929679
Severe Toxicity0.008811951
Low Tox 0.20973456 Low Con 0.186 Call_To_Action
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where …
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where I'm coming from when I say this. I wasn't influenced by him finding these fraudulent daycares because this was prior to that. When I went to her house I had to Google maps it. Everybody in Calgary knows the Northeast is all Indian. As a matter of fact I counted how many people I saw that weren't Indian when I was there cuz I thought it was funny. I saw two white people and one Asian in the whole quarter of the city. When I got to her house I said to her why do you have so many businesses around your house it doesn't even make sense and then I showed her the Google maps and there had to be seven or eight daycares a trucking company and a bricklaying company and a drywall company. All of these businesses that don't have signs because I went and looked. These people are doing the same fraud here. This is what's killing our country. Our money is worthless because of them and they are taking all of the homes so homes are unaffordable for Canadians. On top of that they get into management and jobs and only hire their people and don't hire Canadians. We are under attack. It doesn't have to be somebody storming our beaches to attack us. Our country is under attack and we're in denial.
Identity Attack0.17381613
Insult0.100019015
Profanity0.05017922
Threat0.008841781
Severe Toxicity0.0063323975
Low Tox 0.20839658 Constructive 0.826 Fear_Threat
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …

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.