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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: "Lol, the guy on the …" 75 comments · Page 2 of 3
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)
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and …
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and when the guy that worked there was serving me, I asked him, why don't I ever see any Americans working there? He said, because Americans are lazy, and especially the black ones. He said Americans always want days off. Days off because you're sick, or days off because it's a holiday, days off for everything. They don't want to work. This is all because of Clinton. He made a deal where Indians could come to the US, and they were given money to "start" a company. The idea was, they would BUILD a company, and hire Americans to work it. Instead, they bought stores and motels and used those to import their family and friends from India to here, for work. When I went back to school, I had no choice but to work at a gas station. I was off on payday once, and went in to get my check. There was a new guy at the counter, an Indian. I asked for my check, and wanted him to cash it for me. We always did that if there was enough money in the register. He told me to move, customers waiting. He didn't speak English very well. I went to the office to see the work schedule, and he yelled at me to get out of there! I told him what I was doing, he said "You work no!! I work! You boss no own, my boss own! Leave now! After a little more back and forth yelling, I found out my boss sold the gas station the night before and we were all out of a job. I blew up in front of all the customers! They started to walk out. Lol. That station didn't even last a year, and they had to close down. If they had a drive off (back in the days of a pump and run) they would call the police, but couldn't speak English very well. So they would tell police robbery! After a few times of that, the police told them to never call again. This was a very small town in SW PA, and word got around, and no one went to that station any more. This is the same area that was featured in Tyler's and others videos about all the Haitians that were shipped in by Biden. Bell Vernon PA, right across the river from Charleroi PA. The area is still FULL of Haitians, scaring all the native people away. Taking over the Walmart that is right across the street from where this gas station used to be. One of the many reasons I live in TX now.
Identity Attack0.4911651
Insult0.40243408
Profanity0.2327678
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.79 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Ahh they found the end boss groyper lol vest bike guy is unhinged
Ahh they found the end boss groyper lol vest bike guy is unhinged
Identity Attack0.038425524
Insult0.40420914
Profanity0.3158166
Threat0.012751401
Severe Toxicity0.022839356
Moderate 0.41690505 Low Con 0.139 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Guys all shook acting like Sikhs/Punjabis are gonna shank him or rob him for no reason lol
Guys all shook acting like Sikhs/Punjabis are gonna shank him or rob him for no reason lol
Identity Attack0.4453683
Insult0.36365277
Profanity0.29209393
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.4014846 Low Con 0.194 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I need a weekly podcast from Helmet Guy.. ha holy hell that guy is a star waiting to be discovered lol
I need a weekly podcast from Helmet Guy.. ha holy hell that guy is a star waiting to be discovered lol
Identity Attack0.017063495
Insult0.15911613
Profanity0.42102736
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.332 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Lol. "Im as racist as the next guy" Bro confused Africa with India.
Lol. "Im as racist as the next guy" Bro confused Africa with India.
Identity Attack0.38699543
Insult0.24928534
Profanity0.09324962
Threat0.011922873
Severe Toxicity0.01935331
Moderate 0.37751234 Low Con 0.212 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
"They just have low intelligence". LOL, that guy is great.
"They just have low intelligence". LOL, that guy is great.
Identity Attack0.02048012
Insult0.38406035
Profanity0.040409464
Threat0.0071717775
Severe Toxicity0.005645752
Moderate 0.36095104 Low Con 0.22 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
The guy wearing the outfit in orange that supposedly has a job fit for <70 IQ people, calling sub saharans <70 IQ. LOL
The guy wearing the outfit in orange that supposedly has a job fit for <70 IQ people, calling sub saharans <70 IQ. LOL
Identity Attack0.36942887
Insult0.26957804
Profanity0.09034003
Threat0.0089712385
Severe Toxicity0.017158391
Moderate 0.36095104 Low Con 0.133 Humor_Satire
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Sounds like canada wants to follow the big bad Trump and America lol i thought we were the bad guys and yall love illegals
Sounds like canada wants to follow the big bad Trump and America lol i thought we were the bad guys and yall love illegals
Identity Attack0.33352965
Insult0.2679134
Profanity0.040409464
Threat0.007534259
Severe Toxicity0.009689331
Moderate 0.3389984 Low Con 0.222 Comparative_Framing
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Bike guy is spitting facts lol. Thats a brave white man to say all that. Guy has nothing to lose lol.
Bike guy is spitting facts lol. Thats a brave white man to say all that. Guy has nothing to lose lol.
Identity Attack0.36598656
Insult0.19734058
Profanity0.10240069
Threat0.012233571
Severe Toxicity0.014188796
Moderate 0.3389984 Moderate Con 0.385 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
The white guy riding a bike in the winter is judging lol
The white guy riding a bike in the winter is judging lol
Identity Attack0.37655997
Insult0.1662211
Profanity0.10023434
Threat0.011379151
Severe Toxicity0.01502803
Moderate 0.3389984 Low Con 0.231 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
7:51 LOL THE ZOOM IN ON THE SLIPPERS SO REAL THOUGH IT WAS LIKE -20 OR SOMETHING AND WE SAW SOME PUNJABI GUY WEARING SLIPPERS LIKE ITS NOTHING
7:51 LOL THE ZOOM IN ON THE SLIPPERS SO REAL THOUGH IT WAS LIKE -20 OR SOMETHING AND WE SAW SOME PUNJABI GUY WEARING SLIPPERS LIKE ITS NOTHING
Identity Attack0.2331515
Insult0.100019015
Profanity0.17055123
Threat0.026652548
Severe Toxicity0.023076924
Moderate 0.32971194 Moderate Con 0.314 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And …
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And Desis just happen to be the people willing to migrate and “create” a city out of nothing as you say. This is not showing both sides of anything. The Polish guy was just racist lol “ they all look the same” We are other-ized by the average Canadian and face bias often, at work or in regular social situations. Then the nice Canadian wonders why we hang out amongst ourselves and prefer employing each other lol
Identity Attack0.28034934
Insult0.24928534
Profanity0.056441884
Threat0.008285114
Severe Toxicity0.011444092
Moderate 0.31963667 Constructive 0.681
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm Canadian, and this is so true, but we have to take some accountability and start having having families again. White people in this country aren't making babies🤷‍♀️ unfortunately, this is the consequence. Also, the …
I'm Canadian, and this is so true, but we have to take some accountability and start having having families again. White people in this country aren't making babies🤷‍♀️ unfortunately, this is the consequence. Also, the guy on the bike is based lol
Identity Attack0.37082586
Insult0.123407245
Profanity0.06145202
Threat0.008556974
Severe Toxicity0.01083374
Moderate 0.30716252 Constructive 0.664 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
14:48 - uh, what now? hasnt Modi been running on Hindu Nationalism and has specifically targeted the Muslim population? Lol this guy is doing a good job when a camera is on him.
14:48 - uh, what now? hasnt Modi been running on Hindu Nationalism and has specifically targeted the Muslim population? Lol this guy is doing a good job when a camera is on him.
Identity Attack0.2949366
Insult0.123407245
Profanity0.03915693
Threat0.039602257
Severe Toxicity0.011978149
Moderate 0.30514878 Low Con 0.268 Moral_Argument
Oct 3, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
the orange vest guy was Tylers greatest wet dream come true lol
the orange vest guy was Tylers greatest wet dream come true lol
Identity Attack0.025404079
Insult0.110259406
Profanity0.16822512
Threat0.010472948
Severe Toxicity0.013543231
Moderate 0.3048984 Low Con 0.275 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Lol ik you're mad my guy and i am from India the people attacking you were most likely bought and paid for people by the current government or some bots. Plus I assure you Punjab …
Lol ik you're mad my guy and i am from India the people attacking you were most likely bought and paid for people by the current government or some bots. Plus I assure you Punjab and Sikhs had nothing to do with any hate you got.
Identity Attack0.11512129
Insult0.24424846
Profanity0.13785136
Threat0.011327368
Severe Toxicity0.014705247
Low Tox 0.29405528 Constructive 0.522 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
this bike guy gonna get everyone from the uk watching arrested lol
this bike guy gonna get everyone from the uk watching arrested lol
Identity Attack0.044612918
Insult0.10294484
Profanity0.08840031
Threat0.11769595
Severe Toxicity0.010223389
Low Tox 0.29039988 Low Con 0.239 Humor_Satire
Jan 27, 2026 618 likes Inside Canada's Indian Invasion...
hey i know the guy who flipped you off in the begining lol
hey i know the guy who flipped you off in the begining lol
Identity Attack0.008546505
Insult0.07428485
Profanity0.11539881
Threat0.13815513
Severe Toxicity0.013607788
Low Tox 0.2855005 Moderate Con 0.393 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I don't know how to feel about the guy with the bike 😂😂😂 he is hilarious though (an African watching from Africa lol)
I don't know how to feel about the guy with the bike 😂😂😂 he is hilarious though (an African watching from Africa lol)
Identity Attack0.27914262
Insult0.0836065
Profanity0.09195647
Threat0.009411395
Severe Toxicity0.01159668
Low Tox 0.27236435 Moderate Con 0.42 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
As a Canadian it is hilarious to see how hunched over Tyler is in the cold that I am so used to lol. I want to know what job the racist guy on the bike …
As a Canadian it is hilarious to see how hunched over Tyler is in the cold that I am so used to lol. I want to know what job the racist guy on the bike has that allows him so much freedom of speech. As far as I know most places will fire you if they find out you said that stuff on the internet. We have no real freedom of speech in Canada, less so after Trudy. He must be self employed or unemployed or doing something shady under the table that allows him more freedom than other Canadians.
Identity Attack0.105256535
Insult0.20434737
Profanity0.019690514
Threat0.00933372
Severe Toxicity0.005836487
Low Tox 0.2553839 Constructive 0.567 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a white guy from Brampton, it's so odd walking around now lol
As a white guy from Brampton, it's so odd walking around now lol
Identity Attack0.26494437
Insult0.0638991
Profanity0.07805514
Threat0.009178371
Severe Toxicity0.008201599
Low Tox 0.25462922 Moderate Con 0.473 Personal_Narrative
Feb 14, 2026 2 likes Inside Canada's Indian Invasion...
14:25 imagine the guy starting speaking Portuguese with him and he can barely speak thanks lol
14:25 imagine the guy starting speaking Portuguese with him and he can barely speak thanks lol
Identity Attack0.078392304
Insult0.0638991
Profanity0.0816113
Threat0.012906751
Severe Toxicity0.009231567
Low Tox 0.2412222 Low Con 0.278 Humor_Satire
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good …
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good when someone is open and honest about their biases towards a certain group of people. You just learn to avoid them and keep it moving. Instead of people pretending not to be racist. He reminds me of the guy who shaved Aladeens beard in the movie “The Dictator”
Identity Attack0.17459276
Insult0.086852804
Profanity0.06596114
Threat0.008841781
Severe Toxicity0.007171631
Low Tox 0.23812068 Constructive 0.56 Humor_Satire
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.