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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: "Tyler can only do so …" 535 comments · Page 13 of 22
Tyler, you should do a video about Scarborough/Markham and the Chinese invasion. I would love to show you around!!!
Tyler, you should do a video about Scarborough/Markham and the Chinese invasion. I would love to show you around!!!
Identity Attack0.10815793
Insult0.032138187
Profanity0.024541125
Threat0.017674083
Severe Toxicity0.0059509277
Low Tox 0.15932569 Moderate Con 0.486 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, you keep saying "thank you" wrong in Portuguese, what's wrong with you! 🙄
Tyler, you keep saying "thank you" wrong in Portuguese, what's wrong with you! 🙄
Identity Attack0.013445892
Insult0.07555214
Profanity0.016889455
Threat0.0063497215
Severe Toxicity0.002193451
Low Tox 0.15656179 Moderate Con 0.424 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs …
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs belong to indians now. local US engineers are sittings without a job. standford, mit, berkley graduates, all of them jobless.
Identity Attack0.12735364
Insult0.05203446
Profanity0.013336895
Threat0.0069646453
Severe Toxicity0.0033950806
Low Tox 0.15545623 Moderate Con 0.456
Jan 27, 2026 Inside Canada's Indian Invasion...
Interviewing lower class and poorly educated individuals everywhere you go about a certain race of economically beneficial individuals is wild Tyler. You’re great at antagonizing minorities in different countries. Don’t forget about what colonialists and …
Interviewing lower class and poorly educated individuals everywhere you go about a certain race of economically beneficial individuals is wild Tyler. You’re great at antagonizing minorities in different countries. Don’t forget about what colonialists and settlers did for this to happen throughout the world.
Identity Attack0.052035484
Insult0.0670459
Profanity0.014703264
Threat0.007961469
Severe Toxicity0.0028419495
Low Tox 0.15435068 Constructive 0.514 Policy_Critique
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Nah man Tyler, you're showing India in a very negative light, messing with the biggest population on earth won't work out too well.
Nah man Tyler, you're showing India in a very negative light, messing with the biggest population on earth won't work out too well.
Identity Attack0.10221587
Insult0.045593183
Profanity0.019348921
Threat0.0077154995
Severe Toxicity0.002937317
Low Tox 0.15435068 Moderate Con 0.352 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
TYLER COME TO RICHMOND HILL I WANNA SEE UUUU
TYLER COME TO RICHMOND HILL I WANNA SEE UUUU
Identity Attack0.009545447
Insult0.023028618
Profanity0.07223598
Threat0.048481647
Severe Toxicity0.011749268
Low Tox 0.1537979 Low Con 0.227 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler are you still in Toronto? This snow is crazy isn’t it? 70cm. Welcome. 🇨🇦
Tyler are you still in Toronto? This snow is crazy isn’t it? 70cm. Welcome. 🇨🇦
Identity Attack0.007029593
Insult0.08212569
Profanity0.025907494
Threat0.006485652
Severe Toxicity0.0024032593
Low Tox 0.15324512 Constructive 0.528 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Okay Tyler buddy, it’s been 3 weeks since you uploaded a video. Get to postin you part timer!
Okay Tyler buddy, it’s been 3 weeks since you uploaded a video. Get to postin you part timer!
Identity Attack0.005401687
Insult0.06826523
Profanity0.024541125
Threat0.009618527
Severe Toxicity0.00333786
Low Tox 0.15269235 Low Con 0.277 Meta_Commentary
Feb 17, 2026 20 likes Inside Canada's Indian Invasion...
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Identity Attack0.024198212
Insult0.071750276
Profanity0.024199532
Threat0.0101363575
Severe Toxicity0.0039863586
Low Tox 0.15103401 Constructive 0.747 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
TYLER COOKING INDIA AGAIN.🤣🤣🤣
TYLER COOKING INDIA AGAIN.🤣🤣🤣
Identity Attack0.052035484
Insult0.034562174
Profanity0.03990845
Threat0.011638066
Severe Toxicity0.0119018555
Low Tox 0.1460314 Low Con 0.243 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Tyler you always dropping bangers!!!
Tyler you always dropping bangers!!!
Identity Attack0.005401687
Insult0.06023245
Profanity0.038655918
Threat0.009100696
Severe Toxicity0.0038528442
Low Tox 0.1460314 Moderate Con 0.442 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Wow Tyler was here thats jokes, dont go to Bramghanistan bro. They have the HIGHEST car insurance premiums in ALL of North America
Wow Tyler was here thats jokes, dont go to Bramghanistan bro. They have the HIGHEST car insurance premiums in ALL of North America
Identity Attack0.06749674
Insult0.046764325
Profanity0.020988565
Threat0.0066798385
Severe Toxicity0.0033187866
Low Tox 0.14429577 Low Con 0.298 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and …
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and works then comes home. This year she can not find a job because all the Indians have taken the jobs. I love diversity, but this is getting out of hand. I grew up in Brampton and In 1989 my parents moved us north because they could see how Brampton was turning into what it is today. Great video
Identity Attack0.12556632
Insult0.033570543
Profanity0.02836696
Threat0.010084574
Severe Toxicity0.007019043
Low Tox 0.14429577 Constructive 0.802 Personal_Narrative
Feb 3, 2026 6 likes Inside Canada's Indian Invasion...
Tyler you drop peak all the time🤑🤑🤑
Tyler you drop peak all the time🤑🤑🤑
Identity Attack0.004439743
Insult0.036809623
Profanity0.041160982
Threat0.010239923
Severe Toxicity0.005569458
Low Tox 0.14256015 Moderate Con 0.348 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Identity Attack0.109318495
Insult0.04383647
Profanity0.02474608
Threat0.0066733654
Severe Toxicity0.004348755
Low Tox 0.1373533 Constructive 0.512 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I remember when Tyler’s content was going to places and talking to people not being completely obsessed with immigrants….
I remember when Tyler’s content was going to places and talking to people not being completely obsessed with immigrants….
Identity Attack0.10409598
Insult0.03710241
Profanity0.015420608
Threat0.0062849927
Severe Toxicity0.0022125244
Low Tox 0.13561769 Moderate Con 0.46 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Can we get a puffier jacket for Tyler?
Can we get a puffier jacket for Tyler?
Identity Attack0.0066596144
Insult0.04910661
Profanity0.045419596
Threat0.011715741
Severe Toxicity0.0037765503
Low Tox 0.13388206 Low Con 0.29
Jan 27, 2026 Inside Canada's Indian Invasion...
wow . tyler came to Torontos little India !
wow . tyler came to Torontos little India !
Identity Attack0.09410924
Insult0.056133457
Profanity0.017845914
Threat0.0070034824
Severe Toxicity0.0035095215
Low Tox 0.13388206 Moderate Con 0.363 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Remember guys, Tyler Oliveira is NOT suicidal
Remember guys, Tyler Oliveira is NOT suicidal
Identity Attack0.009471451
Insult0.020385906
Profanity0.028913507
Threat0.058180105
Severe Toxicity0.0048828125
Low Tox 0.13214645 Low Con 0.296 Meta_Commentary
Feb 3, 2026 Inside Canada's Indian Invasion...
I get what Tyler’s trying to say or do which is to inform; but this type of content only further divides an already fragmented world. Could lead to race wars making people believe there race …
I get what Tyler’s trying to say or do which is to inform; but this type of content only further divides an already fragmented world. Could lead to race wars making people believe there race is superior than others. There are good and bad people in every race
Identity Attack0.10221587
Insult0.026960457
Profanity0.025087673
Threat0.010835429
Severe Toxicity0.0038719177
Low Tox 0.13041082 Constructive 0.692 Moral_Argument
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Ty Tyler ❤I’m from Manitoba it’s bad here too
Ty Tyler ❤I’m from Manitoba it’s bad here too
Identity Attack0.06385879
Insult0.046764325
Profanity0.02126184
Threat0.006770459
Severe Toxicity0.0026130676
Low Tox 0.12867521 Constructive 0.523 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Im genuinely concerned tyler is going to start getting gangstalked for.exposing the klageri plan so publically.
Im genuinely concerned tyler is going to start getting gangstalked for.exposing the klageri plan so publically.
Identity Attack0.004920715
Insult0.04090862
Profanity0.029888187
Threat0.023026628
Severe Toxicity0.0031089783
Low Tox 0.12520397 Moderate Con 0.371 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Weird... this video didnt cause Tyler any trouble.... but the one in NY with a different type of invasion sure did..... 🤔
Weird... this video didnt cause Tyler any trouble.... but the one in NY with a different type of invasion sure did..... 🤔
Identity Attack0.017163984
Insult0.029053112
Profanity0.027820412
Threat0.010110466
Severe Toxicity0.0041770935
Low Tox 0.123468354 Low Con 0.26 Meta_Commentary
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
Thank you, Tyler, for exposing what the evil, lying media won't. You are truly and HERO. Keep up the great work. We love you. ❤🤍💙
Thank you, Tyler, for exposing what the evil, lying media won't. You are truly and HERO. Keep up the great work. We love you. ❤🤍💙
Identity Attack0.0060676485
Insult0.07365121
Profanity0.016479544
Threat0.005935457
Severe Toxicity0.0015449524
Low Tox 0.12086493 Constructive 0.555 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Tyler, thank you for doing more to expose the horrendous immigration and related fraud activities throughout the country more than any of the major news networks. Truly, the American and Canadian media complex is probably …
Tyler, thank you for doing more to expose the horrendous immigration and related fraud activities throughout the country more than any of the major news networks. Truly, the American and Canadian media complex is probably more involved in covering up these activities than anything.
Identity Attack0.043839492
Insult0.0638991
Profanity0.011458136
Threat0.006647474
Severe Toxicity0.0022125244
Low Tox 0.12086493 Moderate Con 0.477
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.