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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: "what does this video have …" 1,144 comments · Page 28 of 46
Bro you got no idea being from BC to moving across the country to New Brunswick you see how much this video is true!!!! But it goes so much deeper!!!!!!
Bro you got no idea being from BC to moving across the country to New Brunswick you see how much this video is true!!!! But it goes so much deeper!!!!!!
Identity Attack0.008953481
Insult0.03665562
Profanity0.022013342
Threat0.007534259
Severe Toxicity0.0037574768
Low Tox 0.11652588 Constructive 0.583 Personal_Narrative
Feb 6, 2026 Inside Canada's Indian Invasion...
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem …
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem with women and children abused, in violence and almost killed and our resources which are suppose to help protect the men coming here doing this because as immigrants they have value and so support anything they do to innocent people here because they have more worth as human beings than people born, raised and who lived here all their lives. Two lives viciously destroyed to protect someone sick with hate who is chronic woman hater and abuser but he must be respected for it. As someone immersed all their life in "culture" domestic violence is not culture as in immigration it's abuse and a crisis brought here and then force by law respect for it when it is already here bc it is a planet problem. For people without a lifetime of knowledge you would be shocked if knew what people think and say about us living here and what they believe from complete ignorance. It is a belief everything is owed to make lives bigger and better for them above everyone else bc they suffered somewhere else but the assumption is every person in Canada had the opportunity born here that all people should be rich and if anyone is under that standard they deserve nothing and it should be given to everyone coming in. It is understood in some groups the purpose and wants of Canadian women is providing free services to immigrant men because this is how all Canadian women chose to live as women. The expectation of women is back to the stone age to obey, speak when given permission and respect abuse. Our authorities now back that up. Don't believe me you can see evidence. We are being forced by law to change. How many persons with criminal records are here in past decade was that recent news report? There's good and bad but if you don't respect the bad then see what happens to you because suddenly you will the bad one as a Canadian so be prepared to respect and appreciate everything you spent a lifetime believing you didn't have to. Some people could write an encyclopedia of wild and bizarre things and opinions and expectations of the views others have of life here and it would make most here all their lives want to flee and leave. There are two opposite meanings of what respect is. It amounts to respect them and everything bad and disrespectful to us or we have no respect any other names. This includes not one specific culture but numerous ones and I am referring to a different one than referenced in this video. Respect divided into two opposite meanings, ignorance, lack of care, abuse, hate and so many things which our government is permitting to happen and people are losing their physical lives and becoming physically and mentally ill and it is directly related to destroying Canadians living here, killing them to force a message of change of respects and persons need to die to force it.
Identity Attack0.07673789
Insult0.03599453
Profanity0.028230323
Threat0.045895394
Severe Toxicity0.00579834
Low Tox 0.115658075 Constructive 0.83
Aug 28, 2025 Why Canadians Are Turning Against …
Some say it was deleted and now back. But is there any more to the video like did you go all the way through with the smuggling would love to see how it plays out
Some say it was deleted and now back. But is there any more to the video like did you go all the way through with the smuggling would love to see how it plays out
Identity Attack0.008435511
Insult0.026702631
Profanity0.05393682
Threat0.014911477
Severe Toxicity0.0047683716
Low Tox 0.115658075 Low Con 0.275 Question
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
I was wondering why this video was shadowbanned from me and 5 minutes in I now understand
I was wondering why this video was shadowbanned from me and 5 minutes in I now understand
Identity Attack0.011691323
Insult0.021481665
Profanity0.04216301
Threat0.011793415
Severe Toxicity0.004463196
Low Tox 0.11429678 Moderate Con 0.484 Meta_Commentary
Feb 3, 2026 Inside Canada's Indian Invasion...
I wanna see you do a video in Leicester, England next
I wanna see you do a video in Leicester, England next
Identity Attack0.029144434
Insult0.021417208
Profanity0.06295506
Threat0.044278983
Severe Toxicity0.008964539
Low Tox 0.11429678 Moderate Con 0.358 Meta_Commentary
Nov 20, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
This video incites hatred against many minority racial groups within Canada. The views of the persons interviewed are stereotypical and spreads misinformation as this video has been viewed an excess amount of times. Canada is …
This video incites hatred against many minority racial groups within Canada. The views of the persons interviewed are stereotypical and spreads misinformation as this video has been viewed an excess amount of times. Canada is a free and multicultural society that welcomes ALL people!
Identity Attack0.08087392
Insult0.0314771
Profanity0.013780965
Threat0.007262398
Severe Toxicity0.0029182434
Low Tox 0.11419344 Constructive 0.642 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Am I the only one that skipped the video and jumped into the comments?
Am I the only one that skipped the video and jumped into the comments?
Identity Attack0.008879486
Insult0.018838953
Profanity0.032142747
Threat0.042662576
Severe Toxicity0.0048065186
Low Tox 0.11419344 Moderate Con 0.362
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Can you make a video on the town of Leamington as well? It has a very large Hispanic population, similar to Brampton and Indians
Can you make a video on the town of Leamington as well? It has a very large Hispanic population, similar to Brampton and Indians
Identity Attack0.10221587
Insult0.023608726
Profanity0.03915693
Threat0.01101667
Severe Toxicity0.005531311
Low Tox 0.11398677 Constructive 0.599 Question
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Seems like you were kinder in your approach to these people than you were in your last video.
Seems like you were kinder in your approach to these people than you were in your last video.
Identity Attack0.008361516
Insult0.03335018
Profanity0.032643758
Threat0.008375733
Severe Toxicity0.004005432
Low Tox 0.11388343 Moderate Con 0.386
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Tyler, great video. Run me that jacket 😅
Tyler, great video. Run me that jacket 😅
Identity Attack0.014852738
Insult0.02567133
Profanity0.060951006
Threat0.045895394
Severe Toxicity0.007286072
Low Tox 0.11378009 Moderate Con 0.43 Meta_Commentary
Feb 3, 2026 Inside Canada's Indian Invasion...
no way you're in brampton rn omg. i love your videos but i truly never expected you to be here. ty for covering this
no way you're in brampton rn omg. i love your videos but i truly never expected you to be here. ty for covering this
Identity Attack0.023193322
Insult0.028171662
Profanity0.047173142
Threat0.009877442
Severe Toxicity0.005378723
Low Tox 0.11347008 Moderate Con 0.491 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Compared to all the things you have exposed in the past couple of videos, the Indians seem like the nicest of the lot.
Compared to all the things you have exposed in the past couple of videos, the Indians seem like the nicest of the lot.
Identity Attack0.10221587
Insult0.029383656
Profanity0.043165036
Threat0.00933372
Severe Toxicity0.0049972534
Low Tox 0.113263406 Moderate Con 0.396 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
anyone of any race, sexuality, gender-identity, etc. can go to a gurdwara for langar (volunteer-prepared free fresh meals 24/7). hopefully the people at the beginning of the video realize that
anyone of any race, sexuality, gender-identity, etc. can go to a gurdwara for langar (volunteer-prepared free fresh meals 24/7). hopefully the people at the beginning of the video realize that
Identity Attack0.08004672
Insult0.02012808
Profanity0.041160982
Threat0.013113883
Severe Toxicity0.004787445
Low Tox 0.11305673 Constructive 0.578
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
TYLER PLEASE do a before & after video of everyday civilian life in El Salvador. President Nayib Bukele is now in charge of CECOT prison, and us AMERICANS should see w our own eyes what …
TYLER PLEASE do a before & after video of everyday civilian life in El Salvador. President Nayib Bukele is now in charge of CECOT prison, and us AMERICANS should see w our own eyes what the community and people of El Salvador are saying of the president's strict laws on gangs and organized crime. It will show us 1st hand what we can learn by what theyre doing about their criminals and give the people a platform to voice their opinions.
Identity Attack0.021987455
Insult0.060752302
Profanity0.013644327
Threat0.008841781
Severe Toxicity0.0022506714
Low Tox 0.112953395 Constructive 0.732 Call_To_Action
Feb 7, 2026 Inside Canada's Indian Invasion...
“All animals are equal, but some are more equal than others” Is the type of stuff I’m getting from this video
“All animals are equal, but some are more equal than others” Is the type of stuff I’m getting from this video
Identity Attack0.024198212
Insult0.028061481
Profanity0.031391226
Threat0.008764107
Severe Toxicity0.0045204163
Low Tox 0.112850055 Moderate Con 0.36 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I knew this video was cooking lol
I knew this video was cooking lol
Identity Attack0.010433395
Insult0.02283525
Profanity0.06946823
Threat0.010032792
Severe Toxicity0.0059890747
Low Tox 0.112850055 Moderate Con 0.372
Sep 18, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m so glad someone made a video about this. I left Canada because of this problem over my Middle East country. It’s literally better here. Canada is a big bubble. It ain’t worth to live …
I’m so glad someone made a video about this. I left Canada because of this problem over my Middle East country. It’s literally better here. Canada is a big bubble. It ain’t worth to live in there.
Identity Attack0.09328204
Insult0.032468732
Profanity0.017914234
Threat0.007417747
Severe Toxicity0.0030899048
Low Tox 0.112746716 Constructive 0.548 Personal_Narrative
Feb 28, 2026 Inside Canada's Indian Invasion...
No problem with the video, but bro change the thumbnail it clearly looks like you are trying to push an agenda, Brampton is clean in the actual video
No problem with the video, but bro change the thumbnail it clearly looks like you are trying to push an agenda, Brampton is clean in the actual video
Identity Attack0.010433395
Insult0.028722567
Profanity0.029050145
Threat0.01101667
Severe Toxicity0.0043296814
Low Tox 0.112643376 Moderate Con 0.441 Meta_Commentary
Feb 3, 2026 3 likes Inside Canada's Indian Invasion...
I like how this video goes from a Canadian Cultural Video, to a "Can I get smuggled into USA" video 😂
I like how this video goes from a Canadian Cultural Video, to a "Can I get smuggled into USA" video 😂
Identity Attack0.07508347
Insult0.026058068
Profanity0.025360947
Threat0.011819307
Severe Toxicity0.0041389465
Low Tox 0.112643376 Moderate Con 0.358 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Make a video on Montreal its very French not Canadian
Make a video on Montreal its very French not Canadian
Identity Attack0.1007269
Insult0.022190686
Profanity0.021740068
Threat0.008259222
Severe Toxicity0.003604889
Low Tox 0.112436704 Low Con 0.28 Question
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
1 in 4 Canadians is an immigrant. Good. There is nothing wrong with that. The problem is the crux of this video: The Lack of Assimilation.
1 in 4 Canadians is an immigrant. Good. There is nothing wrong with that. The problem is the crux of this video: The Lack of Assimilation.
Identity Attack0.08004672
Insult0.03136692
Profanity0.011577694
Threat0.0059516393
Severe Toxicity0.0019741058
Low Tox 0.112436704 Moderate Con 0.441
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Well im not done with the video yet but it ends soon so I know something goes wrong 😅
Well im not done with the video yet but it ends soon so I know something goes wrong 😅
Identity Attack0.011099357
Insult0.019547975
Profanity0.049177196
Threat0.029933142
Severe Toxicity0.005836487
Low Tox 0.112333365 Moderate Con 0.322 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I feel if tyler is making a video about it…it’s an issue…
I feel if tyler is making a video about it…it’s an issue…
Identity Attack0.007547563
Insult0.02618698
Profanity0.033144772
Threat0.009981008
Severe Toxicity0.003528595
Low Tox 0.11223003 Moderate Con 0.361 Meta_Commentary
Jan 28, 2026 2 likes 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.