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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: "All your videos are so …" 1,144 comments · Page 15 of 46
Now do Inside Canada's French Invasion video 🐖
Now do Inside Canada's French Invasion video 🐖
Identity Attack0.35299334
Insult0.2679134
Profanity0.12991914
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.197 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Good timing on the video with all the news of fraud from Tim Hortons Indian workers looking for whites to marry them for 20 k now to stay here
Good timing on the video with all the news of fraud from Tim Hortons Indian workers looking for whites to marry them for 20 k now to stay here
Identity Attack0.3817989
Insult0.16758773
Profanity0.11539881
Threat0.023544617
Severe Toxicity0.017029278
Moderate 0.36095104 Moderate Con 0.397
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Great video @TylerOlivera Please look into Canadian Lima scams and indigenous scams next our country is being bled dry by scammers and our media is telling us to look the other way.
Great video @TylerOlivera Please look into Canadian Lima scams and indigenous scams next our country is being bled dry by scammers and our media is telling us to look the other way.
Identity Attack0.17070955
Insult0.36939126
Profanity0.045419596
Threat0.008039144
Severe Toxicity0.00869751
Moderate 0.36095104 Constructive 0.602 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Another video from this shmok
Another video from this shmok
Identity Attack0.042550452
Insult0.24928534
Profanity0.19893537
Threat0.0138755
Severe Toxicity0.022193791
Moderate 0.36095104 Low Con 0.294 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience. I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was Videoing in public videoing, taking evidence Of what is going on around here? Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly. Was Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety. The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me. Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Identity Attack0.3780483
Insult0.32682732
Profanity0.14402086
Threat0.02250864
Severe Toxicity0.019998873
Moderate 0.36095104 Constructive 0.759 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I can literally smell this video
I can literally smell this video
Identity Attack0.019776696
Insult0.06687108
Profanity0.19524631
Threat0.014566151
Severe Toxicity0.017933069
Moderate 0.36095104 Moderate Con 0.35 Humor_Satire
Jan 27, 2026 86 likes Inside Canada's Indian Invasion...
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
Identity Attack0.4453683
Insult0.16780703
Profanity0.1184936
Threat0.011223801
Severe Toxicity0.01896597
Moderate 0.36095104 Moderate Con 0.443 Question
Feb 28, 2026 Inside Canada's Indian Invasion...
Who's here after watching Tyler Oliveira's "India's Poop-Throwing Festival" video? 😂🤣
Who's here after watching Tyler Oliveira's "India's Poop-Throwing Festival" video? 😂🤣
Identity Attack0.10221587
Insult0.15911613
Profanity0.27882218
Threat0.018710058
Severe Toxicity0.022193791
Moderate 0.36095104 Moderate Con 0.317
Nov 10, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
Identity Attack0.37953663
Insult0.16551061
Profanity0.17008601
Threat0.046218675
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.26 Unverified_Claim
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to …
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to learn the language. Anyway from the video, the number of unemployed Canadians are not because of the Indians, they just don't want to work hard to earn a living, they want handouts. Most look like homeless druggies, don't blame others for what you did to yourself. If you are unhappy where you are, Canada is a big place go somewhere else and start over.
Identity Attack0.38176915
Insult0.3388922
Profanity0.05543986
Threat0.008323951
Severe Toxicity0.014511578
Moderate 0.36043653 Constructive 0.588
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler found a racist guy on a bike and built a video around it
Tyler found a racist guy on a bike and built a video around it
Identity Attack0.27914262
Insult0.16839184
Profanity0.16031636
Threat0.0475118
Severe Toxicity0.018836858
Moderate 0.36043653 Low Con 0.247 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I love how this guy went from doing college videos to making scammer and invasion videos top 5 YouTuber right here.
I love how this guy went from doing college videos to making scammer and invasion videos top 5 YouTuber right here.
Identity Attack0.052490227
Insult0.24903896
Profanity0.19770569
Threat0.025271246
Severe Toxicity0.01735206
Moderate 0.35186127 Low Con 0.259 Meta_Commentary
Feb 22, 2026 302 likes Inside Canada's Indian Invasion...
This video is eye opening, I thought Canadians were nice... well at least the racists ones were nice about it.
This video is eye opening, I thought Canadians were nice... well at least the racists ones were nice about it.
Identity Attack0.36942887
Insult0.25404143
Profanity0.03765389
Threat0.008116818
Severe Toxicity0.010528564
Moderate 0.35186127 Moderate Con 0.459 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Nice... now let's do a video about Tyler's Latin people... who are flooding the country...
Nice... now let's do a video about Tyler's Latin people... who are flooding the country...
Identity Attack0.3825363
Insult0.15627414
Profanity0.09066332
Threat0.035803676
Severe Toxicity0.016319158
Moderate 0.35186127 Moderate Con 0.322 Fear_Threat
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how …
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how can you call them Indian? If you don’t make these types of videos. I’m sorry to say but canada will change into punjab. But next time make sure you call them by who they are “khalistani” and as an Indian pressure your government to send them back!
Identity Attack0.42615733
Insult0.18977246
Profanity0.040409464
Threat0.038220957
Severe Toxicity0.018836858
Moderate 0.35186127 Moderate Con 0.495 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Well well well if you watch this video i think you don't know you tube ceo is indian. All white canadian is European and canada is the land of native Americans. Why all European and …
Well well well if you watch this video i think you don't know you tube ceo is indian. All white canadian is European and canada is the land of native Americans. Why all European and Indian not back their country!
Identity Attack0.40255263
Insult0.14512913
Profanity0.04667213
Threat0.010705971
Severe Toxicity0.01502803
Moderate 0.34757367 Moderate Con 0.391 Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
I have trouble watching these videos. I am a born Quebecer and a few weeks ago these islams decided to do one of those big prayer meeting right in front of the church Celine Dion …
I have trouble watching these videos. I am a born Quebecer and a few weeks ago these islams decided to do one of those big prayer meeting right in front of the church Celine Dion was married at. The Quebecers came down and put a stop to that. YOU COME TO A DIFFERENT COUNTRY DO NOT BRING YOUR CULTURE WITH YOU!!
Identity Attack0.3817989
Insult0.16751462
Profanity0.038906425
Threat0.009385503
Severe Toxicity0.015609037
Moderate 0.34757367 Constructive 0.571
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Those Canadian videos of ppl getting hustled at customs is crazy
Those Canadian videos of ppl getting hustled at customs is crazy
Identity Attack0.23391083
Insult0.27146968
Profanity0.09389619
Threat0.011146127
Severe Toxicity0.011138916
Moderate 0.34328604 Moderate Con 0.344 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
i once made a comment on a Facebook video about not seeing canadian culture in canada anymore , then over 100 muslim and indian people jumped in accusing me of "white wanabe" ,"betrayal to my …
i once made a comment on a Facebook video about not seeing canadian culture in canada anymore , then over 100 muslim and indian people jumped in accusing me of "white wanabe" ,"betrayal to my ancestors ", then they reported my fb to the point fb had to deactivate my account for good
Identity Attack0.44690517
Insult0.16766082
Profanity0.07320584
Threat0.012440704
Severe Toxicity0.015415368
Moderate 0.34328604 Moderate Con 0.499
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I dont have a problem with brown people coming and honestly a lot of the men in this video are pretty wise and accepting of everyone its just that they are taking all the jobs …
I dont have a problem with brown people coming and honestly a lot of the men in this video are pretty wise and accepting of everyone its just that they are taking all the jobs and when they become managers and so on they only hire other brown workers its to the point every store in my home town of Scarborough even greek food places are run by brown ppl.
Identity Attack0.40447855
Insult0.14512913
Profanity0.12096943
Threat0.011094344
Severe Toxicity0.016641939
Moderate 0.3389984 Constructive 0.711 Economic_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Crazy how i can smell this video.. 0_0
Crazy how i can smell this video.. 0_0
Identity Attack0.015958117
Insult0.08484049
Profanity0.17752954
Threat0.01187109
Severe Toxicity0.015867263
Moderate 0.3389984 Moderate Con 0.312 Humor_Satire
Nov 12, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
“Don’t get human trafficked for a YouTube video” bro, I’m dead 🤣🤣🤣🤣🤣🤣
“Don’t get human trafficked for a YouTube video” bro, I’m dead 🤣🤣🤣🤣🤣🤣
Identity Attack0.016159095
Insult0.038566336
Profanity0.12639372
Threat0.2606104
Severe Toxicity0.01986976
Moderate 0.3389984 Moderate Con 0.345 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
NOOOOO WAY YOU LISTENED TO ME !!!!! I told you last week to post a video on this
NOOOOO WAY YOU LISTENED TO ME !!!!! I told you last week to post a video on this
Identity Attack0.01756594
Insult0.07523532
Profanity0.12158839
Threat0.023544617
Severe Toxicity0.021419114
Moderate 0.3389984 Moderate Con 0.35 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I would love to see videos of how europeans are invading the global south. My home country Kenya, so many Europeans and Americans moving there. They are also moving to Uganda, Rwanda, Tanzania, Cape town …
I would love to see videos of how europeans are invading the global south. My home country Kenya, so many Europeans and Americans moving there. They are also moving to Uganda, Rwanda, Tanzania, Cape town in large numbers. We haven't even talked about Vietnam, Thailand etc. I want to see these videos. How they are destabilising our prices. How cost of living is going up because all these white people are moving to our countries. Cheap healthcare, cheap and affordable cost of living, great cultures, amazing food, great parties, great beaches, amazing wildlife etc. I go to clubs in Kenya where the majority is white people. Working remote jobs, getting paid is dollars and euros and enjoying life in the global south countries. Make that video.
Identity Attack0.3908055
Insult0.16337912
Profanity0.15195307
Threat0.05721026
Severe Toxicity0.023076924
Moderate 0.3389984 Constructive 0.747 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I respect your work, Tyler, but why edit a thumbnail that isn’t even in the video? That’s kinda lame, man. Still, props to you for bringing light on the brown invasion of our homelands.
I respect your work, Tyler, but why edit a thumbnail that isn’t even in the video? That’s kinda lame, man. Still, props to you for bringing light on the brown invasion of our homelands.
Identity Attack0.37655997
Insult0.24928534
Profanity0.09066332
Threat0.020436687
Severe Toxicity0.01483436
Moderate 0.3389984 Constructive 0.567 Meta_Commentary
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.