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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: "As a white Canadian i …" 327 comments · Page 6 of 14
This is intentional and WEF 101, destabalize the white, lower standard of living for all, make home owner ship impossible, control, control, control. Now mainstream media is announcing we should not own dogs, again WEF …
This is intentional and WEF 101, destabalize the white, lower standard of living for all, make home owner ship impossible, control, control, control. Now mainstream media is announcing we should not own dogs, again WEF 101, educate yourself Canadians, WHITE PEOPLE MATTER !!!!!
Identity Attack0.46614665
Insult0.24928534
Profanity0.045419596
Threat0.017156094
Severe Toxicity0.022710243
Moderate 0.4014846 Low Con 0.29 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Born and raised white canadian here ... this country is doomed I've watched it slowly fall apart for 20 years now. There is literally one white person per 100 people I see now. The goverment …
Born and raised white canadian here ... this country is doomed I've watched it slowly fall apart for 20 years now. There is literally one white person per 100 people I see now. The goverment does not care about whites anymore . Only a matter of time before they wipe us out
Identity Attack0.4907465
Insult0.24903896
Profanity0.092279755
Threat0.07093142
Severe Toxicity0.02296847
Moderate 0.4014846 Moderate Con 0.456 Fear_Threat
Feb 26, 2026 Inside Canada's Indian Invasion...
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Identity Attack0.4907465
Insult0.20668297
Profanity0.05017922
Threat0.13313138
Severe Toxicity0.022710243
Moderate 0.4013387 Moderate Con 0.347 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the best. Those who do not contribute to society and merely leech off of it are the true dregs. That applies the same to a white man with needles harassing people under a bridge and a black man in a hoodie and mask robbing a convenience store (non-Indian stereotypes) as it does to any immigrant who hops the border and expects this country to fund their way. That said, there have been far too many immigrants in the last decade, regardless of origin. I've lived in my small town in BC for 37 years and somehow I cannot get a family doctor (I visit all of the local clinics annually and am on the provincial waiting list) while a lot of newer residents seem to have a doctor within months of moving here. I am glad I bought my house when I did, I would not be able to afford one today. I am not against legal immigration, just slow it down so the infrastructure can support it and properly vet those who apply. The system for deportment currently employed in the US is far too hastened and imperfect for my liking but the lack-of-a-system (or heck, acknowledgement) that this is even an issue by the current and previous Canadian governments is equally as concerning (arguably more, other folks can debate the politics of it).
Identity Attack0.4482637
Insult0.36798462
Profanity0.16869035
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.828 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Identity Attack0.46028158
Insult0.25800487
Profanity0.049678206
Threat0.04029291
Severe Toxicity0.018707745
Moderate 0.39842087 Constructive 0.504 Identity_Assertion
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
If Canadians are this angry then why don't they deport all except those who have pr and In first place why did your goverment let so many my people in your country. If they are …
If Canadians are this angry then why don't they deport all except those who have pr and In first place why did your goverment let so many my people in your country. If they are coming illegally then set up some of your soldiers at border and give order of shoot at sight. Then there will be no illiterate immigrants in your country also make some laws that states some percent of jobs reserves for Canadians (white)
Identity Attack0.44690517
Insult0.30326313
Profanity0.049678206
Threat0.27637172
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.378
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
As a white Canadian, the Punjabi immigrants are the most tame
As a white Canadian, the Punjabi immigrants are the most tame
Identity Attack0.46028158
Insult0.26957804
Profanity0.12903778
Threat0.012699619
Severe Toxicity0.021806452
Moderate 0.3977292 Moderate Con 0.432 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians …
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians scream racism.
Identity Attack0.4830652
Insult0.24928534
Profanity0.03389629
Threat0.009437286
Severe Toxicity0.015157142
Moderate 0.3969567 Constructive 0.651 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even …
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even saying this. It's so sad, I'm okay with equality but it's quite obvious that we are being neglected. The amount of people that joke saying it's the new India is unbelievable, I'm ashamed of our country
Identity Attack0.44690517
Insult0.25800487
Profanity0.077731855
Threat0.010472948
Severe Toxicity0.017674843
Moderate 0.3969567 Constructive 0.656 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
its crazy how corpos only hire indians and indians also only hire indians but if a canadian would only hire white people he would land in prison there are less and less jobs for canadians
its crazy how corpos only hire indians and indians also only hire indians but if a canadian would only hire white people he would land in prison there are less and less jobs for canadians
Identity Attack0.46028158
Insult0.2679134
Profanity0.080318145
Threat0.010938995
Severe Toxicity0.015609037
Moderate 0.3969567 Low Con 0.274 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Those white 👤 aren't actually native Canadian 😂😂😂
Those white 👤 aren't actually native Canadian 😂😂😂
Identity Attack0.46050715
Insult0.24928534
Profanity0.097129054
Threat0.009204263
Severe Toxicity0.022839356
Moderate 0.39669925 Low Con 0.182 Identity_Assertion
Feb 15, 2026 Inside Canada's Indian Invasion...
Hard truth. White people became spoiled with their lives. So many would rather live and burn through their desires in their youth than bother with getting married and having children. The drugged and homeless are …
Hard truth. White people became spoiled with their lives. So many would rather live and burn through their desires in their youth than bother with getting married and having children. The drugged and homeless are generally not immigrants but white Canadians, why? Brown families revere family, communal bonds, and dedication/loyal to kin. Will work hard, will be resourceful and they will network very efficiently amongst themselves, whereas Tim, Doug, and Mike from Canada want to drink, frolic, live out their s3xual desires and the few children born to such people end up like these or worse. Short answer, Canada needs taxpayers, Canadians need to have large families again and start having children, which also means taking marriage seriously again and perhaps becoming more religious. The decay of the western man is primarily due to the vices of feminism and liberalism which are horrible and dangerous ideologies, coupled with corrupt politicians and economic turmoil and atheistic mindset. The governments need workers, taxpayers etc and white Canadains are drowing in privledge
Identity Attack0.46028158
Insult0.29383746
Profanity0.10116278
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.39669925 Moderate Con 0.495 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What no one discusses is how incredibly racist Canadians have been towards Indians for the past 100+ years. Small town Canada has never been welcoming to people of color so inevitably immigrants started creating enclaves …
What no one discusses is how incredibly racist Canadians have been towards Indians for the past 100+ years. Small town Canada has never been welcoming to people of color so inevitably immigrants started creating enclaves where they feel safe. Why does every city have a Chinatown? How have Canadians treated Chinese immigrants for the past century? There’s a reason why Richmond and Vancouver have large Chinese populations - because they feel safe in numbers. Whites have created the situation they’re now crying about by being inclusive and racist for decades.
Identity Attack0.46028158
Insult0.27763805
Profanity0.050930742
Threat0.0101363575
Severe Toxicity0.017481172
Moderate 0.39441586 Constructive 0.598 Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called …
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called “nasty people,” as he referred to Indians, running his hometown? Though I doubt he’s even from Brampton. He’s likely from St. Marys, Ontario. It is one of the most racist towns in Canada. Many individuals there believe that all non-white people are not Canadians, even if they were born in Canada and have been there over four generations. I’m not surprised by the “white trash” remark, as he calls himself. Nor am I surprised by his Nick Fuentes wannabe behavior. As for the American audience, not everybody thinks in terms of race the way y’all do. I think this exported American ideology is affecting people in Canada and the rest of the world.
Identity Attack0.44690517
Insult0.36798462
Profanity0.0961592
Threat0.011249693
Severe Toxicity0.020127986
Moderate 0.39441586 Constructive 0.671 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
As a Canadian, we are so cooked. Indian's and Muslim's aren't even trying to hide it, they're just straight up saying they intend on turning this into a non-white country.
As a Canadian, we are so cooked. Indian's and Muslim's aren't even trying to hide it, they're just straight up saying they intend on turning this into a non-white country.
Identity Attack0.48915586
Insult0.23237456
Profanity0.09324962
Threat0.010705971
Severe Toxicity0.019611536
Moderate 0.39441586 Moderate Con 0.41 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
as a canadian, i couldn't get a job for almost a year while most jobs are taken by indians. go to any walmart, tim hortons or a&w, there is not a single white person working.
as a canadian, i couldn't get a job for almost a year while most jobs are taken by indians. go to any walmart, tim hortons or a&w, there is not a single white person working.
Identity Attack0.4907465
Insult0.16846494
Profanity0.051932767
Threat0.010162249
Severe Toxicity0.01825585
Moderate 0.39231625 Moderate Con 0.493 Personal_Narrative
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Never, ever vote Liberal. You made your bed, now sleep in it. If you are are a white Canadian from birth, you are now the minority. This is not my Canada.😢
Never, ever vote Liberal. You made your bed, now sleep in it. If you are are a white Canadian from birth, you are now the minority. This is not my Canada.😢
Identity Attack0.4482637
Insult0.24835461
Profanity0.022559889
Threat0.010032792
Severe Toxicity0.016125489
Moderate 0.39021665 Moderate Con 0.366 Call_To_Action
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the …
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the entire country just wants the South Asians out. You will not hold a single one of your kind responsible for what is predominantly a white political and bureaucratic body. And then you wonder why you're being called racists. You people ARE. It's so much easier to direct your anger towards the brown guy than the white guy isn't it? Because then you'd have to admit that the white guy is the one holding the gun and the brown guy is the one whose shoulder is being used to rest the gun on. Good luck fixing the roots of your problems Canadians. You just carry on shouting at the symptoms.
Identity Attack0.4508763
Insult0.3388922
Profanity0.06345607
Threat0.011974656
Severe Toxicity0.017158391
Moderate 0.39021665 Constructive 0.506
Sep 28, 2025 IRCC Names India in Study …
I don't see too many white Canadians feeding the poor ... at least the Sikhs feed the poor.
I don't see too many white Canadians feeding the poor ... at least the Sikhs feed the poor.
Identity Attack0.46028158
Insult0.24561718
Profanity0.056441884
Threat0.012337137
Severe Toxicity0.017997624
Moderate 0.38811707 Constructive 0.542
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20668297
Profanity0.043916557
Threat0.018537397
Severe Toxicity0.017093835
Moderate 0.38601747 Low Con 0.252 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20668297
Profanity0.043916557
Threat0.018537397
Severe Toxicity0.017093835
Moderate 0.38601747 Low Con 0.252 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20668297
Profanity0.043916557
Threat0.018537397
Severe Toxicity0.017093835
Moderate 0.38601747 Low Con 0.249 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20434737
Profanity0.044167064
Threat0.018882722
Severe Toxicity0.017222947
Moderate 0.38434127 Low Con 0.252 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20434737
Profanity0.044167064
Threat0.018882722
Severe Toxicity0.017222947
Moderate 0.38434127 Low Con 0.249 Call_To_Action
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.