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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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
30,738 comments · Page 501 of 1230
I was like "great I can watch this while I'm eating" but then realized the video is about Indians and my stomach just isn't ready for it.
I was like "great I can watch this while I'm eating" but then realized the video is about Indians and my stomach just isn't ready for it.
Identity Attack0.32184324
Insult0.077136256
Profanity0.11539881
Threat0.018710058
Severe Toxicity0.014511578
Low Tox 0.28547668 Moderate Con 0.457 Humor_Satire
Jan 27, 2026 41 likes Inside Canada's Indian Invasion...
Import the third world, become the third world. Welcome to New India.
Import the third world, become the third world. Welcome to New India.
Identity Attack0.2803029
Insult0.06722072
Profanity0.023721304
Threat0.018192071
Severe Toxicity0.015867263
Low Tox 0.28547668 Low Con 0.128 Identity_Assertion
Jul 30, 2025 2 likes How Canada broke its immigration …
Canada be smelling like BO everywhere! 😅
Canada be smelling like BO everywhere! 😅
Identity Attack0.26325142
Insult0.17858955
Profanity0.031140719
Threat0.007068211
Severe Toxicity0.009346008
Low Tox 0.28547668 Moderate Con 0.335 Humor_Satire
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Bye, don’t let the door hit you in the a$$ on your way out!!!
Bye, don’t let the door hit you in the a$$ on your way out!!!
Identity Attack0.00776955
Insult0.06424874
Profanity0.05543986
Threat0.24878941
Severe Toxicity0.0128976675
Low Tox 0.28547668 Low Con 0.277 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
I doubt CBSA would do the same as ICE…our govt too weak.
I doubt CBSA would do the same as ICE…our govt too weak.
Identity Attack0.01756594
Insult0.26957804
Profanity0.025907494
Threat0.006653947
Severe Toxicity0.0031280518
Low Tox 0.2854733 Moderate Con 0.312 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
Because cbc is an unbiased source... more lies
Because cbc is an unbiased source... more lies
Identity Attack0.008028535
Insult0.25602314
Profanity0.017231047
Threat0.0068287146
Severe Toxicity0.0030136108
Low Tox 0.2854733 Low Con 0.201
May 8, 2018 1 likes How much do refugees and …
Immigration needs to swoop down on Brampton send them home.
Immigration needs to swoop down on Brampton send them home.
Identity Attack0.27914262
Insult0.07491849
Profanity0.026727317
Threat0.085497424
Severe Toxicity0.01083374
Low Tox 0.2854733 Low Con 0.197
Dec 31, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Sounds like there are people who are fully enabling immigration fraud
Sounds like there are people who are fully enabling immigration fraud
Identity Attack0.26155844
Insult0.11797678
Profanity0.05268429
Threat0.007857903
Severe Toxicity0.0073242188
Low Tox 0.2854733 Low Con 0.231 Policy_Critique
Oct 1, 2025 2 likes IRCC Names India in Study …
4:57 Of course Indian migrants contribute way more than African or Muslim migrants this goes without saying. That explains how we are literally the most successful group in the west. Indians in the UK USA …
4:57 Of course Indian migrants contribute way more than African or Muslim migrants this goes without saying. That explains how we are literally the most successful group in the west. 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 Attack0.32476485
Insult0.0836065
Profanity0.10301965
Threat0.013702838
Severe Toxicity0.015221698
Low Tox 0.2854733 Constructive 0.744 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
They’re terrible drivers, but otherwise nice people
They’re terrible drivers, but otherwise nice people
Identity Attack0.024600167
Insult0.24928534
Profanity0.104876526
Threat0.007586042
Severe Toxicity0.005645752
Low Tox 0.2854733 Moderate Con 0.344
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I already send a formal compain to YouTube which is also run by YouTube don't shout if your channel got blocked 😂😂😂
I already send a formal compain to YouTube which is also run by YouTube don't shout if your channel got blocked 😂😂😂
Identity Attack0.018671319
Insult0.057890166
Profanity0.077731855
Threat0.03856628
Severe Toxicity0.011291504
Low Tox 0.2854733 Moderate Con 0.415
Jan 27, 2026 Inside Canada's Indian Invasion...
Countries Gon To 💩💯
Countries Gon To 💩💯
Identity Attack0.09162762
Insult0.13245803
Profanity0.2263305
Threat0.026652548
Severe Toxicity0.017803956
Low Tox 0.2854733 Low Con 0.173
Sep 22, 2025 1 likes Why Canadians Are Turning Against …
Get out Get out Get out!
Get out Get out Get out!
Identity Attack0.008546505
Insult0.09563028
Profanity0.054437835
Threat0.028897164
Severe Toxicity0.00869751
Low Tox 0.2854733 Moderate Con 0.307 Call_To_Action
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
“Foreign nationals” means “illegal migrants.” And it’s all part of the WEF agenda.
“Foreign nationals” means “illegal migrants.” And it’s all part of the WEF agenda.
Identity Attack0.2831485
Insult0.12883772
Profanity0.017982552
Threat0.0069905366
Severe Toxicity0.007095337
Low Tox 0.2854733 Low Con 0.123 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Democrats/Liberals/Labour love mass immigration because they get votes out of it Republicans/Conservatives/Tories love mass immigration because they get cheap slave labor out of it
Democrats/Liberals/Labour love mass immigration because they get votes out of it Republicans/Conservatives/Tories love mass immigration because they get cheap slave labor out of it
Identity Attack0.23694818
Insult0.11797678
Profanity0.04742365
Threat0.010032792
Severe Toxicity0.009536743
Low Tox 0.2854733 Low Con 0.252 Policy_Critique
Feb 3, 2026 3 likes Inside Canada's Indian Invasion...
Idol worshipping in the Church 💀
Idol worshipping in the Church 💀
Identity Attack0.17303948
Insult0.11172232
Profanity0.13344458
Threat0.010576514
Severe Toxicity0.013091337
Low Tox 0.2854733 Low Con 0.112
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The selective editing in this video is pretty interesting. I'd love to see some of the assumptions actually stress tested. 'They pay no taxes'...lol. Sure buddy. However Indians breaking the law and abusing the system …
The selective editing in this video is pretty interesting. I'd love to see some of the assumptions actually stress tested. 'They pay no taxes'...lol. Sure buddy. However Indians breaking the law and abusing the system is just Tuesday so there is probably some merit here.
Identity Attack0.2808415
Insult0.10294484
Profanity0.10023434
Threat0.013372798
Severe Toxicity0.009918213
Low Tox 0.2854733 Constructive 0.511
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
Identity Attack0.1808059
Insult0.16883044
Profanity0.021876704
Threat0.009100696
Severe Toxicity0.007095337
Low Tox 0.2854733 Low Con 0.144 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
It's your Government's fault issued visa, you should be questioning your Government instead of harassing normal working people. You are jealous we are better at work than you ever will be and yeah people will …
It's your Government's fault issued visa, you should be questioning your Government instead of harassing normal working people. You are jealous we are better at work than you ever will be and yeah people will go where there is oppertunity if you don't want immigrants you shouldn't have gloated about your western bs values.
Identity Attack0.17614605
Insult0.17610447
Profanity0.13697
Threat0.008841781
Severe Toxicity0.009117126
Low Tox 0.2854733 Moderate Con 0.457 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
My husband is an immigrant (he's been a citizen for almost 3 decades) and we're both sick and tired of the mass immigration! He and his paremts assimilated when they moved here. And they got …
My husband is an immigrant (he's been a citizen for almost 3 decades) and we're both sick and tired of the mass immigration! He and his paremts assimilated when they moved here. And they got ZERO handouts!
Identity Attack0.26663736
Insult0.16053712
Profanity0.033144772
Threat0.007637825
Severe Toxicity0.0074768066
Low Tox 0.2854733 Constructive 0.702
Sep 10, 2025 3 likes Why Canadians Are Turning Against …
So sick of this. If we moved to another country and refused to integrate it would never be tolerated and rightfully so.
So sick of this. If we moved to another country and refused to integrate it would never be tolerated and rightfully so.
Identity Attack0.059311368
Insult0.24767025
Profanity0.02932342
Threat0.007365964
Severe Toxicity0.004425049
Low Tox 0.2854733 Moderate Con 0.417 Policy_Critique
Feb 9, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Being punjabi born in canada. No hate towards no one but come on canada is not canada no more. I remeber back to 2005-2010 compared to now. We lost our home, we grew up with …
Being punjabi born in canada. No hate towards no one but come on canada is not canada no more. I remeber back to 2005-2010 compared to now. We lost our home, we grew up with canadian values even though my parents are immigrants, my parents also did there best to adapt when they came here in the 1960s. I love both cultures but it does feel like we LOST our home. Canada is all i know but its turning into something else. STOP IMMIGRATION WE ARE FULL IN CANADA. All the immigrants coming as "students" should be SENT HOME after they study as they swore to do when they were granted that visa.
Identity Attack0.28622448
Insult0.1469393
Profanity0.032142747
Threat0.008531082
Severe Toxicity0.012574885
Low Tox 0.2854733 Constructive 0.78
Aug 26, 2025 Why Canadians Are Turning Against …
C'est violent on pourrait jamais imaginer ca en inde c'est une colonisation dans les règles c'est flippant et angoissant je vous plein
C'est violent on pourrait jamais imaginer ca en inde c'est une colonisation dans les règles c'est flippant et angoissant je vous plein
Identity Attack0.28034934
Insult0.25800487
Profanity0.04742365
Threat0.009307829
Severe Toxicity0.030523606
Low Tox 0.2854733 Moderate Con 0.401 Fear_Threat
Feb 22, 2026 Inside Canada's Indian Invasion...
It will get worse before it gets better. History shows that similar things happened to other countries. Government became corrupted, they pass policies that are insanity. Eventually the people of those countries rose up and …
It will get worse before it gets better. History shows that similar things happened to other countries. Government became corrupted, they pass policies that are insanity. Eventually the people of those countries rose up and overthrew that government by force. Carney, tread carefully. Because Canadians will soon replace despair with anger. And historically, Canadians during war time or backed into a corner, and left with no other option, are vicious.
Identity Attack0.14019285
Insult0.25602314
Profanity0.022696527
Threat0.009411395
Severe Toxicity0.0049972534
Low Tox 0.2854733 Moderate Con 0.482 Fear_Threat
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
We have lost our Country. Thanks to Liberals
We have lost our Country. Thanks to Liberals
Identity Attack0.17381613
Insult0.15698463
Profanity0.025907494
Threat0.009644418
Severe Toxicity0.006828308
Low Tox 0.2854733 Moderate Con 0.312 Identity_Assertion
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)

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.