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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: "Than you for covering this" 189 comments · Page 2 of 8
15:38 Yeah.. but you endorse hooking up with goats and 13 year old children getting married to grown men. Beating and stoning women for not wearing something on their head or covering their faces. You …
15:38 Yeah.. but you endorse hooking up with goats and 13 year old children getting married to grown men. Beating and stoning women for not wearing something on their head or covering their faces. You endorse killing people because of their belief or religion.. You claim your religion and God is about peace and love... The God you worship is clearly not my God. Yeah... sit down.
Identity Attack0.41052565
Insult0.4339631
Profanity0.35597226
Threat0.37858796
Severe Toxicity0.16960317
Moderate 0.54325575 Moderate Con 0.44
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Ur a goat for covering this issuewe have in canada
Ur a goat for covering this issuewe have in canada
Identity Attack0.07425626
Insult0.56997263
Profanity0.2664882
Threat0.011586283
Severe Toxicity0.023076924
Moderate 0.5140397 Low Con 0.225 Insult Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Personally disgusted ,angered etc.I feel like a minority in my own country... I work hard AND I pay my taxes....the immigration scene from South Asia is so disturbing they don't pay taxes, supposed Universities, colleges...BS …
Personally disgusted ,angered etc.I feel like a minority in my own country... I work hard AND I pay my taxes....the immigration scene from South Asia is so disturbing they don't pay taxes, supposed Universities, colleges...BS ..... its a cover... the free loading HAS TO DAMN WELL STOP.
Identity Attack0.39870077
Insult0.4125297
Profanity0.42709363
Threat0.01187109
Severe Toxicity0.03590374
Moderate 0.5140397 Constructive 0.528
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
8:55 That Polish guy complaining about Indians not covering their windows and walking naked in their houses. While this guy is roaming on the roads without a shirt. Hypocrisy at its peak
8:55 That Polish guy complaining about Indians not covering their windows and walking naked in their houses. While this guy is roaming on the roads without a shirt. Hypocrisy at its peak
Identity Attack0.45348886
Insult0.46173862
Profanity0.21997347
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.509388 Low Con 0.287 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Metropolis (Brampton)
Canada stopped being a first world country when Canada let the their world move and made their values Canadian values! Where you are permitted to go a beach did a hole shite into and just …
Canada stopped being a first world country when Canada let the their world move and made their values Canadian values! Where you are permitted to go a beach did a hole shite into and just cover it up! That is an Indian value not a Canadian one!
Identity Attack0.4054415
Insult0.43296707
Profanity0.44475567
Threat0.010887212
Severe Toxicity0.024631912
Moderate 0.50503236 Low Con 0.24
Aug 25, 2025 Why Canadians Are Turning Against …
Why are we trying to integrate people with values that are so different from our own and give them special privileges? This is a burden on Canadian culture and the Canadian taxpayer . 50 million …
Why are we trying to integrate people with values that are so different from our own and give them special privileges? This is a burden on Canadian culture and the Canadian taxpayer . 50 million of mine and other Canadians hard work . To put illegals in hotels? Wtf All crime is covered up if it’s a refugee and now they are trying to pass bill c75 to allow crimes committed by these people to be less harsh .. some including crime against children? Wtf wake up in 2019 CANADA vote !!!
Identity Attack0.28034934
Insult0.40698266
Profanity0.46460027
Threat0.013631714
Severe Toxicity0.024631912
Moderate 0.4850187 Moderate Con 0.482
Nov 6, 2018 How much do refugees and …
bruh this guy is nto having any topics so he is coming after the Indians and also wtf is the cover of the video?, it is literally a clickbate.
bruh this guy is nto having any topics so he is coming after the Indians and also wtf is the cover of the video?, it is literally a clickbate.
Identity Attack0.28034934
Insult0.2735258
Profanity0.42990944
Threat0.012699619
Severe Toxicity0.024772761
Moderate 0.47886392 Low Con 0.148 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
90% of the staff of IRCC are Indians. They are aware of the cover-up. They are the biggest scammers. Look at how they are stuttering.
90% of the staff of IRCC are Indians. They are aware of the cover-up. They are the biggest scammers. Look at how they are stuttering.
Identity Attack0.45348886
Insult0.5129801
Profanity0.14049543
Threat0.011456826
Severe Toxicity0.023076924
Moderate 0.47323486 Low Con 0.145 Insult Unverified_Claim
Sep 28, 2025 13 likes IRCC Names India in Study …
Businesses and other public spots in my city had to put up "No Squatting" signs in the bathrooms, because more and more toilet seats kept get covered in dirt/shoe tracks and people started realizing why. …
Businesses and other public spots in my city had to put up "No Squatting" signs in the bathrooms, because more and more toilet seats kept get covered in dirt/shoe tracks and people started realizing why. They would go into public bathrooms, stand on top of the toilet seats and shit in a squatting position.
Identity Attack0.018168874
Insult0.26196828
Profanity0.541926
Threat0.012854968
Severe Toxicity0.023076924
Moderate 0.47173777 Moderate Con 0.459 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to …
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to be homeless because i couldnt find a job. I know for a fact im not the only one, all my friends are in the same situation. They only hire their own, we pay the highest tax in all of north America. If you want my opinion, i HATE them all equally just as much as i HATE canada. As a Canadian, i beg America to annex Canada. We need ice here too, and our government is run my the CCP. Im 25 and im this close from disappearing myself….
Identity Attack0.46028158
Insult0.43296707
Profanity0.25458565
Threat0.019055385
Severe Toxicity0.023880709
Moderate 0.4645176 Constructive 0.687 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
9:01 “They never even cover up the window, they walk naked” - literally Polish man who’s walking around naked 😂😂😂
9:01 “They never even cover up the window, they walk naked” - literally Polish man who’s walking around naked 😂😂😂
Identity Attack0.33675182
Insult0.19734058
Profanity0.2564132
Threat0.035113025
Severe Toxicity0.02416241
Moderate 0.45751464 Low Con 0.235
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They are going to be hanging out in Dog Houses, Short-Term Rentals & Air-BNB etc or under the cover of their own people who will try to protect them from Deportations, there you have to …
They are going to be hanging out in Dog Houses, Short-Term Rentals & Air-BNB etc or under the cover of their own people who will try to protect them from Deportations, there you have to look. Back to their motherland they have to go, they just lived a free-ride in Canada. As well as being a DEI hire, dark skin = Hire; White Skin, OH NO DON'T HIRE HIM, GOSH NO. Promote to Manager = Dark Skin. WHITE SKIN, NO WAY. Everything is RACIST. Give me a break. White Liberal women, alot of Boomers helping the DEI system, cause their just fruit cakes living in our society working at Job until their 75 or dead. Causing Grief. Everything is planned and now it will end. 3 MILLION PEOPLE, PLACE THEM ON A BOAT AND PUSH THEM OUT IN THE OCEAN.
Identity Attack0.50515765
Insult0.40243408
Profanity0.15283443
Threat0.039602257
Severe Toxicity0.02449106
Moderate 0.45549932 Moderate Con 0.309 Identity Attack
Jan 17, 2026 2.9 million Canadian temporary visas …
9.00 don't cover windows , walk naked,embarrassing,; but this Polish immigrant is showing a lot of skin..Embarrassing?
9.00 don't cover windows , walk naked,embarrassing,; but this Polish immigrant is showing a lot of skin..Embarrassing?
Identity Attack0.44690517
Insult0.42881694
Profanity0.1184936
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.45243698 Moderate Con 0.354
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Come on the Polish guy is just straight racist. "They all look the same", "They don't cover their windows, they walk around naked in their house" Brother you're naked outside the house in the video. …
Come on the Polish guy is just straight racist. "They all look the same", "They don't cover their windows, they walk around naked in their house" Brother you're naked outside the house in the video. Why are you peeping Tom looking into people's windows?
Identity Attack0.46028158
Insult0.40243408
Profanity0.12727508
Threat0.014911477
Severe Toxicity0.023076924
Moderate 0.44002727 Moderate Con 0.417
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream …
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream news, refuses to cover because they are woke trash. In the U.S., it is Hispanics who are the dominant group, in Canada, it is Indians, We have a lot going on up here.
Identity Attack0.46028158
Insult0.46327567
Profanity0.1110661
Threat0.008039144
Severe Toxicity0.01986976
Moderate 0.44002727 Constructive 0.676 Call_To_Action
Mar 3, 2026 Inside Canada's Indian Invasion...
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
Identity Attack0.46028158
Insult0.31740165
Profanity0.22572558
Threat0.027343199
Severe Toxicity0.023246882
Moderate 0.4398409 Moderate Con 0.331 Humor_Satire
Jan 2, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
8:58 they never cover their windows and walk naked says a man who is walking half naked on the street lol
8:58 they never cover their windows and walk naked says a man who is walking half naked on the street lol
Identity Attack0.05089863
Insult0.12702756
Profanity0.26098207
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.269 Humor_Satire
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
The IRONY @ 9:01 -- they don't cover their window, they walk naked... This bald guy is literally walking half naked out in the street . lol. (NOT an Indian here though)
The IRONY @ 9:01 -- they don't cover their window, they walk naked... This bald guy is literally walking half naked out in the street . lol. (NOT an Indian here though)
Identity Attack0.37012735
Insult0.37052566
Profanity0.2253223
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.373
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
A friend of mine who immigrated here recently needed help looking for a place and I asked what her budget was for rent and she told me the government will cover up too $5,000 per …
A friend of mine who immigrated here recently needed help looking for a place and I asked what her budget was for rent and she told me the government will cover up too $5,000 per month rent payments. I was blown away and this is a single young woman who barely speaks English friend or not this is ridiculous.
Identity Attack0.053399716
Insult0.47384647
Profanity0.13608865
Threat0.0079873605
Severe Toxicity0.007095337
Moderate 0.4269174 Constructive 0.735 Unverified_Claim
Aug 26, 2025 50 likes Why Canadians Are Turning Against …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few bureaucratic steps will help line up the immigrants across Canada towards airports to flee and here we go: 1- Introduce a 3 months grace period for illegals to depart with their lute, no questions asked 2- Establish a Black-List-Database for all illegals and anyone who makes that list will never get permanent residence no matter how long they stay or even if they apply from abroad down the road 3- Introduce daily fines for overstaying or being here illegal with no ceiling including assets seizure to cover fines 4- Abolish automatic birth citizenship unless both parents are fully legal, else contact your embassy for birth certificate and fetch healthcare, school etc ..on your own dime 5- Revoke driver licenses, bank accounts, temporary SIN numbers of all illegals 6- Mandate the RCMP, Local Police, Sheriffs to check immigration status of anyone who comes in contact with law enforcement including traffic stops 7- Establish new Driver License and other documents for citizens and legal people with specific design and color etc.. 8- Introduce a toll-free number so citizens can report illegals and illegal activities 9- Impose hefty fines and jail time on employers who hire illegals including business closures 10- Limit running to office on all levels to Canadian born citizens 11- No illegal owns, buys or sells any real estate or property Do these and the longest line will be the line leading to airports so our friends CBSA can sit in the ri comfy offices processing illegals at their own pace.
Identity Attack0.27171627
Insult0.47384647
Profanity0.10797132
Threat0.013217449
Severe Toxicity0.014511578
Moderate 0.42568782 Moderate Con 0.448
Dec 23, 2025 15 likes Deportations From Canada at Their …
$420 a year wow that will cover the extra $1800 in food inflation we will be spending this year what a joke clowney and the lieberals need to stop printing money for refugees and ukraine …
$420 a year wow that will cover the extra $1800 in food inflation we will be spending this year what a joke clowney and the lieberals need to stop printing money for refugees and ukraine and get our resources out there or resign.
Identity Attack0.06294931
Insult0.47384647
Profanity0.07482228
Threat0.009851551
Severe Toxicity0.009346008
Moderate 0.42349213 Low Con 0.208 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, …
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, massage, MRI I have to wait months or pay for speed myself, I pay for my own Prescriptions!! I am 64 years old and have been paying income tax for 46 years I don’t get squat from the government!! It burns my butt that refugees come and get put up in a hotel, fed and are given thousands of dollars per year on my hard earned money!! The libtards have abused their power to spend CANADIANS money!!
Identity Attack0.28034934
Insult0.36798462
Profanity0.33317488
Threat0.02803385
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.574 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
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...
tyler i love and support all ur videos but why are we doing sponsors for known scammers... this video specifically covers something that regards my life but you lose all credit by supporting scammers
tyler i love and support all ur videos but why are we doing sponsors for known scammers... this video specifically covers something that regards my life but you lose all credit by supporting scammers
Identity Attack0.036620867
Insult0.34203702
Profanity0.15985115
Threat0.0113014765
Severe Toxicity0.01483436
Moderate 0.38811707 Constructive 0.579 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
COVER THE INDIAN TRUCKERS. THE BOBBY PUNJABIS OF THE ROAD
COVER THE INDIAN TRUCKERS. THE BOBBY PUNJABIS OF THE ROAD
Identity Attack0.39773783
Insult0.33998606
Profanity0.16264248
Threat0.04363242
Severe Toxicity0.023692908
Moderate 0.37751234 Low Con 0.204
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.