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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: "I am Native American. At …" 111 comments · Page 4 of 5
If you don't want to be described as colonisers because "it's something that happened before you were born", Stop trying to claim that you "built this country".. because the people who built it? We're colonisers. …
If you don't want to be described as colonisers because "it's something that happened before you were born", Stop trying to claim that you "built this country".. because the people who built it? We're colonisers. Anything you mention that the immigrants are doing now? Can be said about European history doing to the native people. Nothing has changed. You're just on the other side of the fence. Welcome, you built the fence that surrounds us. Wait till they start putting you in designated areas, like you do to natives and their reservations.. to this very day. Best regards: a native American (Canadian).
Identity Attack0.10221587
Insult0.08508729
Profanity0.031641733
Threat0.011353259
Severe Toxicity0.0066375732
Low Tox 0.20126031 Constructive 0.663 Moral_Argument
Sep 12, 2025 Why Canadians Are Turning Against …
That's less than what you did to native Americans😂😂😂😂
That's less than what you did to native Americans😂😂😂😂
Identity Attack0.109318495
Insult0.037395194
Profanity0.03189224
Threat0.00899713
Severe Toxicity0.0062561035
Low Tox 0.19986437 Low Con 0.199 Humor_Satire
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I would like to see Tyler interview the Native Americans in Montana. My cousin went to, I believe it was Billings, Montana. He had a lot of people just being straight up rude towards him, …
I would like to see Tyler interview the Native Americans in Montana. My cousin went to, I believe it was Billings, Montana. He had a lot of people just being straight up rude towards him, and when he was talking to some of the locals, they said that the Native Americans hate other Americans. Just thought it’d be interesting to see them talk about it. That and how the native Hawaiians hate Tourists. (Nassau Bahamas would be a good one. They have that massive Atlantis waterpark and casino which the locals are not allowed in. And you have to drive through the town before you get to the entrance of the park. All the buildings are all boarded up people just sitting in the streets, all ragged. Well, tourist are partying in this massive waterpark with a lazy river that goes around the entire park)
Identity Attack0.14661247
Insult0.082866095
Profanity0.027000591
Threat0.009256045
Severe Toxicity0.0049591064
Low Tox 0.19504376 Constructive 0.706 Comparative_Framing
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Thank God. As an American in Québec who is fluent in French, these kind of policies were turning this unique province into another boring and culture-less Ontario. Adios and au revoir. Québec needs to entirely …
Thank God. As an American in Québec who is fluent in French, these kind of policies were turning this unique province into another boring and culture-less Ontario. Adios and au revoir. Québec needs to entirely focus on francophone immigration. MOST of these « English speakers » in the « important » industries he is talking about are NOT native English speakers. Go somewhere else where French has not existed for the past 400 years if you do not speak French. Not just immigration fatigue but globalization fatigue.
Identity Attack0.10221587
Insult0.09270445
Profanity0.020646973
Threat0.006815769
Severe Toxicity0.0044059753
Low Tox 0.1883923 Constructive 0.616
Nov 23, 2025 29 likes Quebec Ends Economic Immigration Program …
Indeed, we immigrants must integrate not change the hosting country ! And Canada belonged to Native American Indians !
Indeed, we immigrants must integrate not change the hosting country ! And Canada belonged to Native American Indians !
Identity Attack0.2028587
Insult0.046764325
Profanity0.013405213
Threat0.006259101
Severe Toxicity0.0040626526
Low Tox 0.18649188 Constructive 0.589
Aug 26, 2025 Why Canadians Are Turning Against …
Cannada is actually a land snatched away from the native americans and later turned into a country... so why you so worried about the immigrants?
Cannada is actually a land snatched away from the native americans and later turned into a country... so why you so worried about the immigrants?
Identity Attack0.17769934
Insult0.06319981
Profanity0.015454767
Threat0.0077802283
Severe Toxicity0.0042915344
Low Tox 0.18269104 Moderate Con 0.356 Moral_Argument
Jan 31, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
We are all immigrants other than the indigenous and Inuit. My father’s family can be traced back to 1538. He is French Canadian and native. My mom was an Irish American from Cleveland Ohio. This …
We are all immigrants other than the indigenous and Inuit. My father’s family can be traced back to 1538. He is French Canadian and native. My mom was an Irish American from Cleveland Ohio. This country has changed so much. I am at a loss. We need to speak out our opinions. I have lived here all over Canada, all my life. Why can we open up the the immigration doors when we did not have the infrastructure. It was insane. It hurt the original Canadians. The migrants are treated special. There should not be kickbacks. The govt has created this racism by giving immigrants priviliges
Identity Attack0.10221587
Insult0.083112895
Profanity0.02836696
Threat0.008000307
Severe Toxicity0.0038719177
Low Tox 0.1798404 Constructive 0.8 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
When are you going to do " Inside European's invaded Native American lands" ??????
When are you going to do " Inside European's invaded Native American lands" ??????
Identity Attack0.10221587
Insult0.029934563
Profanity0.02030538
Threat0.015256803
Severe Toxicity0.005607605
Low Tox 0.16591948 Low Con 0.204 Call_To_Action
Feb 27, 2026 Inside Canada's Indian Invasion...
Any comments on when Native Americans were forced out of their culture
Any comments on when Native Americans were forced out of their culture
Identity Attack0.12735364
Insult0.028502205
Profanity0.026590679
Threat0.01238892
Severe Toxicity0.004310608
Low Tox 0.15656179 Low Con 0.269 Comparative_Framing
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. …
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. But for one you should learn to speak the language you can speak your native tongue also but you should also speak the language to the country you’re going to, and the driving issue I’m pretty sure is due to the way they drive in India there’s like no road laws and its insane driving. Maybe there needs to be more laws regarding some of these things you should have to take driving lessons in the country you’re moving to. I don’t exactly know but there needs to be more rules. I’m sorry to say but it is not OK to go to another country and basically give them the middle finger to the way they live!!
Identity Attack0.10235514
Insult0.06267534
Profanity0.057443913
Threat0.00780612
Severe Toxicity0.0049972534
Low Tox 0.15545623 Constructive 0.784 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
Not only this but they are renaming streets for native american names that nobody can pronounce in some places and giving land back to natives. Some people are losing their property over this. All because …
Not only this but they are renaming streets for native american names that nobody can pronounce in some places and giving land back to natives. Some people are losing their property over this. All because of fake mass graves that were never dug up. We're being accused of genocide and replaced by people who think were evil. Not gonna end well!
Identity Attack0.043581683
Insult0.04149419
Profanity0.01893901
Threat0.031314444
Severe Toxicity0.004272461
Low Tox 0.15324512 Constructive 0.541 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Do an episode of how Native Americans feel. Then do a video about massive Christian towns in India.
Do an episode of how Native Americans feel. Then do a video about massive Christian towns in India.
Identity Attack0.1232452
Insult0.0233509
Profanity0.020920247
Threat0.010602405
Severe Toxicity0.0041007996
Low Tox 0.12867521 Low Con 0.238
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Locals you mean Native American 😂😂
Locals you mean Native American 😂😂
Identity Attack0.09328204
Insult0.032468732
Profanity0.02344803
Threat0.006686311
Severe Toxicity0.0037765503
Low Tox 0.11450345 Low Con 0.204
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Native americans : 😂
Native americans : 😂
Identity Attack0.08004672
Insult0.028832749
Profanity0.032643758
Threat0.007327127
Severe Toxicity0.004119873
Low Tox 0.11316007 Moderate Con 0.341 Humor_Satire
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out …
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out to modify some of the immigration laws that will give back the power, the benefit, and advantage to a natural born Canadian. 800 thousand foreigners coming in in the last three months? What’s with that? That’s so shocking. Looks like a legalized invasion/occupation. I’m like you, I was a legal immigrant from Asia in the late 70s retired now and love my great state of Indiana. My family has been here for almost 50 years fully acculturated to the values and culture of American life with my husband and two grown boys. This is my adopted beloved country now. I am everything that it is about. I still know how to speak my birth language only when I go home for vacation. I don’t use it even to speak to a fellow Asian when I see that an English speaking native born American is within ear’s reach. That young lady might be dead with brain tumor before she gets her MRI. That’s unacceptable. Here you go to the ER and if you need an MRI you get admitted and most like have it the next day. Or Y
Identity Attack0.06294931
Insult0.035443626
Profanity0.01982715
Threat0.0074436385
Severe Toxicity0.0029945374
Low Tox 0.11192002 Constructive 0.824
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I lived in Montreal for 25 years; people BEEN crossing the border on foot but they can’t do it without the help of the Natives (American Indians).
I lived in Montreal for 25 years; people BEEN crossing the border on foot but they can’t do it without the help of the Natives (American Indians).
Identity Attack0.10221587
Insult0.026831545
Profanity0.014293353
Threat0.006641001
Severe Toxicity0.0028800964
Low Tox 0.11161 Constructive 0.54 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Although technically anyone non-native american is an immigrant...
Although technically anyone non-native american is an immigrant...
Identity Attack0.10221587
Insult0.024768941
Profanity0.016616182
Threat0.0063950317
Severe Toxicity0.0023460388
Low Tox 0.10870059 Low Con 0.264
Nov 17, 2025 Inside Canada's Indian Metropolis (Brampton)
And the always forgotten native Americans?
And the always forgotten native Americans?
Identity Attack0.058401883
Insult0.031146556
Profanity0.011219022
Threat0.0065244893
Severe Toxicity0.0020980835
Low Tox 0.10609736 Low Con 0.296 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Americans and Canadans are experimenting what native Americans experimented
Americans and Canadans are experimenting what native Americans experimented
Identity Attack0.06929302
Insult0.025800243
Profanity0.015693882
Threat0.007521313
Severe Toxicity0.0026130676
Low Tox 0.10566349 Moderate Con 0.328 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The native American felt the same when European immigrants were settling in North America
The native American felt the same when European immigrants were settling in North America
Identity Attack0.08087392
Insult0.021610579
Profanity0.021740068
Threat0.007301235
Severe Toxicity0.002632141
Low Tox 0.104795754 Low Con 0.281
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
'canada' was full of native (north) americans
'canada' was full of native (north) americans
Identity Attack0.07673789
Insult0.025929155
Profanity0.018665737
Threat0.0067057298
Severe Toxicity0.0026512146
Low Tox 0.104795754 Low Con 0.25 Comparative_Framing
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is …
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is not necessarily about racism, but about maintaining social balance and protecting opportunities for the local population. Many Asian countries feel the same way—we would not want large numbers of foreigners, whether Russian, American, or from elsewhere, to migrate in such a way that they dominate job markets or significantly alter the local social structure. This perspective applies universally, not just in Western countries. From this viewpoint, it seems reasonable for countries to manage immigration by maintaining a balance between native citizens and immigrants. Setting limits or proportions for different immigrant groups can be seen as a way to preserve social stability while still allowing controlled and fair immigration.
Identity Attack0.08087392
Insult0.026702631
Profanity0.0157622
Threat0.008129764
Severe Toxicity0.0024318695
Low Tox 0.09741997 Constructive 0.761
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this time it is happening through modern immigration and citizenship policies rather than conquest. Brampton is increasingly becoming Indian-dominant, not because of organic assimilation, but because Canadian government policies have allowed unchecked immigration, easy pathways to citizenship, and weak enforcement against illegal overstays. This demographic shift is a direct consequence of Canadian governance decisions, not the actions of immigrants alone. It is also important to acknowledge an uncomfortable reality: while many Indians in Brampton are hardworking, skilled, and law-abiding, there are individuals living there who are reportedly facing criminal charges or are wanted in India, yet continue to remain abroad due to legal loopholes, slow extradition processes, or a lack of coordination between governments. Ignoring this issue only undermines trust and accountability. Ultimately, the responsibility lies with the Canadian government. Citizenship is granted by Canada, not India. If Brampton is changing rapidly in its cultural and demographic makeup, it is because policymakers chose growth without proper planning, enforcement, or integration. History shows that when governments ignore demographic balance and social cohesion, long-term consequences follow—regardless of which group is involved.
Identity Attack0.04538634
Insult0.0279513
Profanity0.013985921
Threat0.0074436385
Severe Toxicity0.0020599365
Low Tox 0.079250954 Constructive 0.67
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Now go interview native Americans
Now go interview native Americans
Identity Attack0.04435511
Insult0.017088935
Profanity0.016957775
Threat0.009307829
Severe Toxicity0.0020217896
Low Tox 0.07212844 Low Con 0.247 Meta_Commentary
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Why can't we get one native American with a YouTube channel going around asking ALL people what they are doing in his land?
Why can't we get one native American with a YouTube channel going around asking ALL people what they are doing in his land?
Identity Attack0.033269364
Insult0.017549826
Profanity0.016342908
Threat0.0075083673
Severe Toxicity0.0018978119
Low Tox 0.06500591 Moderate Con 0.375 Identity_Assertion
Jan 29, 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.