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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 #}

Comment Explorer

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Active: "Canadian are going through same …" 517 comments · Page 8 of 21
There’s something so shady going on. We have an insane influx amount of Indians in Canada. What is this creative loophole and why can’t the Canadian government close this loophole?
There’s something so shady going on. We have an insane influx amount of Indians in Canada. What is this creative loophole and why can’t the Canadian government close this loophole?
Identity Attack0.3819294
Insult0.24928534
Profanity0.03840541
Threat0.008194493
Severe Toxicity0.011978149
Moderate 0.34328604 Low Con 0.269
Oct 1, 2025 111 likes IRCC Names India in Study …
Any Canadian still willingly going there deserves all the smoke 💨 and shamed
Any Canadian still willingly going there deserves all the smoke 💨 and shamed
Identity Attack0.09868781
Insult0.022727542
Profanity0.0007536907
Threat0.038384434
Severe Toxicity0.000033606437
Moderate 0.3411403
Dec 10, 2025
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because …
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because the government pays half their wages. So quality of EVERYTHING has dropped soo far below par. I hope all these BACKSTABBING TRADERs lose their businesses. That should be ILLEGAL!!!!
Identity Attack0.28034934
Insult0.25205973
Profanity0.04642162
Threat0.043309137
Severe Toxicity0.015286255
Moderate 0.3389984 Constructive 0.537 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become …
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become Canadian, go back where you came from!
Identity Attack0.3817989
Insult0.17361937
Profanity0.021398475
Threat0.011689849
Severe Toxicity0.013543231
Moderate 0.3389984 Moderate Con 0.307 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. Carney is doing squat, just grease your elbows nonsense, bruv can’t even stand for Canadians domestic problems. How can one demographic of people from one nation dominate every work sector.
Identity Attack0.28034934
Insult0.336253
Profanity0.027273865
Threat0.0091524795
Severe Toxicity0.010757446
Moderate 0.3389984 Moderate Con 0.362
Aug 27, 2025 Why Canadians Are Turning Against …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own country and take the northern territories with you. You cannot let the communist take such beauty away from the world. The foreigners will destroy that land.
Identity Attack0.37292135
Insult0.16266862
Profanity0.03189224
Threat0.1338057
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.389
Jan 27, 2026 Inside Canada's Indian Invasion...
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally …
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally picked the slowest shmelliest breed to flood are country with , these guys can’t even handle a job at SINGH HORTONS they struggle to make a double double … never mind drive a car , they are the worst drivers too ffs . We want them all gone now
Identity Attack0.22783615
Insult0.344702
Profanity0.051431753
Threat0.02250864
Severe Toxicity0.015479924
Moderate 0.3389984 Moderate Con 0.323 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm an Indian immigrant, fully legal, we all want these fraud people to go back and only hard working and legal ones are welcomed who wants to accept the Canadian way of living.
I'm an Indian immigrant, fully legal, we all want these fraud people to go back and only hard working and legal ones are welcomed who wants to accept the Canadian way of living.
Identity Attack0.32184324
Insult0.30797598
Profanity0.052183274
Threat0.0089712385
Severe Toxicity0.011138916
Moderate 0.3389984 Constructive 0.592 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
I'm a white 11th generation Canadian who's family merged with the natives in the 1600s after we left the states (New Netherlands) and I aways hear natives say "the Whiteman stole our land" but if …
I'm a white 11th generation Canadian who's family merged with the natives in the 1600s after we left the states (New Netherlands) and I aways hear natives say "the Whiteman stole our land" but if you learn their folklore they came out of Asia over the land bridge and killed all the red haired giants that were living here amongst other Maga mammals so go back far enough someone else was here first.
Identity Attack0.38699543
Insult0.1935001
Profanity0.06495911
Threat0.13414288
Severe Toxicity0.01896597
Moderate 0.3375374 Constructive 0.735 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
omg! This video just ruined my day! I mean the content of this video just make me so upset! Why Canada changed so much? I just dont understand! I came here 10 years ago and …
omg! This video just ruined my day! I mean the content of this video just make me so upset! Why Canada changed so much? I just dont understand! I came here 10 years ago and I understand 10 years is long enough to change a lot of things but this much change is just not acceptable for me! Canadian people don't even dare to complain about Indian people in public because of the race issue! I worked in Brampton 4 years but I never go back there in last 5 years!
Identity Attack0.27875587
Insult0.14512913
Profanity0.07191269
Threat0.009618527
Severe Toxicity0.014576134
Moderate 0.3375374 Constructive 0.689 Personal_Narrative
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it …
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it for you) my daughter got hired at Tim's ( cpl years back) the ONLY reason she got a second interview is because her first name can be easy Indian or Irish. They were calling her up she's standing there they couldn't understand how a white girl got hired. It's not ok. Even the non extreme ones do sympathize with extremist acts of terror on Christians. 70% have admitted this. When you listen to the news, 99% of the crimes - violent, assault, home invasions, women set ablaze on the subway... EVERY NAME IS NOT CANADIAN!!! sorry if you break the law , federal violent crimes or fraud GET THE F.O 5 years ago 1 store was bought by that group of people.... Within a year they were everywhere, and how they get to buy homes or business? Cuz they cheat the system. Living 20 in an apartment, running transports 24/7 letting unlicensed family members drive while they rest they cut open the seat to poop out the bottom while still clocking Kilometers while the Canadian guy follows rules. They undercut job prices safety is absent. We are getting outnumbered when we have paid into the system out whole lives. They come here get a welfare check get housing get all the cra benefits they never paid a dime into. It's bullshit we aren't happy and they gotta go Educational purposes only Entertainment purposes only
Identity Attack0.38176915
Insult0.24630153
Profanity0.08775374
Threat0.011249693
Severe Toxicity0.015286255
Moderate 0.33504707 Constructive 0.668
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrants talking about immigrants 😂 native American and native Canadians deserve ti be in there. All immigrants go bavk especially Europeans
Immigrants talking about immigrants 😂 native American and native Canadians deserve ti be in there. All immigrants go bavk especially Europeans
Identity Attack0.3817989
Insult0.16124763
Profanity0.054437835
Threat0.01101667
Severe Toxicity0.013801457
Moderate 0.33421695 Moderate Con 0.314 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
We need a huge sweep of these immigrates and the students. Start making one huge clean sweep and give them all back to thier countries. WE CANADIANS are fed up with these immigrates. The Liberals' …
We need a huge sweep of these immigrates and the students. Start making one huge clean sweep and give them all back to thier countries. WE CANADIANS are fed up with these immigrates. The Liberals' have to go, we are tired of them. These libreals are just doing thier JOBS and just sit there and collect our hard earned money. ENOUGH IS ENOUGH. Let PP take over and clean up OUR COUNTRY.
Identity Attack0.36702603
Insult0.23704576
Profanity0.027820412
Threat0.021990653
Severe Toxicity0.016641939
Moderate 0.3308965 Moderate Con 0.409 Identity_Assertion
Oct 4, 2025 IRCC Names India in Study …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want to take responsibility ever for anything that they do and they rely on equally inept voters to keep them in office. As to the subject at hand, Canadians should not be responsible for immigrants or people claiming asylum health costs for anything past their first 6 months here. Going past 6 months indicates that they have yet to gain employment and are living off our backs. Those who are still here after being turned back should be located and sent packing immediately regardless of their present standing. For example, someone came here and was rejected but never left. Today they get picked up and now they claim they have a family here. They should still be removed because if they had left when they were supposed to they wouldn't have that family now would they. Yes, it may appear to be harsh but is it not harsh to use the funds provided by people who have a legal right to be here to support those who never should have been here?
Identity Attack0.11163961
Insult0.35505778
Profanity0.027820412
Threat0.007624879
Severe Toxicity0.005874634
Moderate 0.3302291 Constructive 0.611 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the dogs!
Identity Attack0.18235919
Insult0.3388922
Profanity0.050429728
Threat0.008427517
Severe Toxicity0.008430481
Moderate 0.3302291 Constructive 0.514
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada doesn't have a culture to assimilate to anymore though. It was known for its casual hockey and Canadian accent but both are nearly extinct. It's The Library of Babel up in here. Not to …
Canada doesn't have a culture to assimilate to anymore though. It was known for its casual hockey and Canadian accent but both are nearly extinct. It's The Library of Babel up in here. Not to mention most white people only have 1 kid or don't want kids at all so it's entire re-population plan is just to go all in on immigration and let white people slowly fade out until there's none left. XD
Identity Attack0.39966375
Insult0.1378885
Profanity0.070942834
Threat0.018192071
Severe Toxicity0.014253352
Moderate 0.32971194 Moderate Con 0.362 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged …
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged and entitled and do not adapt to the culture of the country they are in, and force their own cultures and individual beliefs. This sucks, especially as a young guy who dreams of living in other countries, while respecting their cultures and planning to adapt to them. Even in India too, we don't really pay much taxes since we know its gonna go into corruption anyway, so the Immigrant residents in Brampton may have carried forward that practice as their habit. This gets a lot of us good folks, generalized for no reason too, Although, I do understand the anti-Indian sentiments foreigners have towards us, but again.. not every Indian are like that, since it has also been pointed out by few others. Although, I AM genuinely sorry for the problems Canadians might be facing in Brampton right now
Identity Attack0.2846865
Insult0.19225755
Profanity0.33023968
Threat0.01187109
Severe Toxicity0.019998873
Moderate 0.32919475 Constructive 0.851
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Most immigrants dont even bother to learn or speak English now...because THEY DONT HAVE TO!! There are so many of them they dont care to be Canadian, I go to the park in Burnaby with …
Most immigrants dont even bother to learn or speak English now...because THEY DONT HAVE TO!! There are so many of them they dont care to be Canadian, I go to the park in Burnaby with my 3 year old & nobody looks like me( im fine with that) what im not fine is that nobody is speaking English ffs!! I feel a foreigner in the place i was born & raised
Identity Attack0.37152436
Insult0.16831873
Profanity0.08549073
Threat0.0074436385
Severe Toxicity0.013478675
Moderate 0.3281604 Constructive 0.611
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed …
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed because the culture of immigrants arent being considered. No diversity is not strength, its the coming together, the togetherness thats strength. Stop allow racist to say you are racist to stand up for your country. Canadians have grown weak for sure under liberal governance. This is your home. If Canada doesnt work out, immigrants can always go back to their homeland.
Identity Attack0.36702603
Insult0.24630153
Profanity0.027410502
Threat0.011327368
Severe Toxicity0.010223389
Moderate 0.32557452 Constructive 0.656
Oct 1, 2025 IRCC Names India in Study …
All these ethnically white Canadians don’t realize that most Indigenous North Americans want them to go back to Europe as well and leave forever.
All these ethnically white Canadians don’t realize that most Indigenous North Americans want them to go back to Europe as well and leave forever.
Identity Attack0.38238457
Insult0.12159709
Profanity0.028776871
Threat0.0091524795
Severe Toxicity0.0127685545
Moderate 0.3245134 Low Con 0.293 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going …
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going to take for Canadians to wake tf up?!
Identity Attack0.28034934
Insult0.19500497
Profanity0.25367188
Threat0.009722093
Severe Toxicity0.014188796
Moderate 0.32397532 Constructive 0.528 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
II THINK SOME OF MY FELLOW CANADIANS FORGET WE DONT HAVE FREE SPEECH. YALL ARE GOING TO PRISON.
II THINK SOME OF MY FELLOW CANADIANS FORGET WE DONT HAVE FREE SPEECH. YALL ARE GOING TO PRISON.
Identity Attack0.1035157
Insult0.14512913
Profanity0.02392626
Threat0.1401159
Severe Toxicity0.013478675
Moderate 0.3234372 Moderate Con 0.329 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
Identity Attack0.37361985
Insult0.12883772
Profanity0.025360947
Threat0.010421164
Severe Toxicity0.009994507
Moderate 0.32236105 Low Con 0.274 Identity_Assertion
Sep 27, 2025 Why Canadians Are Turning Against …
Canadians im coming there too, i am a British Sikh man. But i have no intentions on living in Brampton or any other densely populated city with Indians and Muslims. Canada is going to soon …
Canadians im coming there too, i am a British Sikh man. But i have no intentions on living in Brampton or any other densely populated city with Indians and Muslims. Canada is going to soon get a large influx of British Indian's, because the Muslim's are taking over the government. I plan to get out before we are prevented from leaving. BC, middle of knowhere 😍
Identity Attack0.4006267
Insult0.11616662
Profanity0.04516909
Threat0.011974656
Severe Toxicity0.014511578
Moderate 0.32128486 Constructive 0.539
Nov 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Now that a large portion of us real Canadians are starting to feel the negative effects of this 3rd invasion we are enduring the agencies responsible for protecting our borders are NOW going to start …
Now that a large portion of us real Canadians are starting to feel the negative effects of this 3rd invasion we are enduring the agencies responsible for protecting our borders are NOW going to start doing their jobs eh? But let me guess. It will be half measures and a half assed commitment with no real enforcement. I have zero faith in this country.
Identity Attack0.08749158
Insult0.24171697
Profanity0.24147889
Threat0.008841781
Severe Toxicity0.01083374
Moderate 0.32128486 Moderate Con 0.402 Identity_Assertion
Feb 19, 2026 Canadian immigration officers investigating hundreds …

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.