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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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Active: "Dude , you have no …" 384 comments · Page 11 of 16
Bike dude is based, but is he "based", this should be the norm. It's called having a functioning brain.
Bike dude is based, but is he "based", this should be the norm. It's called having a functioning brain.
Identity Attack0.0073625734
Insult0.16551061
Profanity0.025907494
Threat0.006420923
Severe Toxicity0.00333786
Low Tox 0.21374844 Moderate Con 0.336
Jan 27, 2026 Inside Canada's Indian Invasion...
You should do some more videos in Canada dude! Lots to choose from. You’re intense for getting smuggled 😂
You should do some more videos in Canada dude! Lots to choose from. You’re intense for getting smuggled 😂
Identity Attack0.031980325
Insult0.071433455
Profanity0.057443913
Threat0.02682521
Severe Toxicity0.006942749
Low Tox 0.20265625 Moderate Con 0.392 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
8:47 infamous ?? Dude noo plzzz
8:47 infamous ?? Dude noo plzzz
Identity Attack0.010433395
Insult0.06424874
Profanity0.0715894
Threat0.010214032
Severe Toxicity0.00869751
Low Tox 0.20265625 Moderate Con 0.314
Jan 29, 2026 5 likes Inside Canada's Indian Invasion...
Dude on a bike is 4chan incarnate lmao
Dude on a bike is 4chan incarnate lmao
Identity Attack0.017364962
Insult0.06512285
Profanity0.12158839
Threat0.012492486
Severe Toxicity0.011138916
Low Tox 0.20265625 Low Con 0.158 Humor_Satire
Feb 26, 2026 Inside Canada's Indian Invasion...
I wanna be friends with that dude on the bike. Finally a truthful canuck
I wanna be friends with that dude on the bike. Finally a truthful canuck
Identity Attack0.015757138
Insult0.07333439
Profanity0.119731516
Threat0.013702838
Severe Toxicity0.008811951
Low Tox 0.20219094 Moderate Con 0.474 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
5:27 dude is dangerously based.
5:27 dude is dangerously based.
Identity Attack0.013646871
Insult0.056133457
Profanity0.05543986
Threat0.030623792
Severe Toxicity0.0059127808
Low Tox 0.20219094 Moderate Con 0.303
Jan 27, 2026 78 likes Inside Canada's Indian Invasion...
DUDE ON THE BIKE SPITTING FACTS
DUDE ON THE BIKE SPITTING FACTS
Identity Attack0.009471451
Insult0.07935401
Profanity0.05243378
Threat0.011767523
Severe Toxicity0.0065612793
Low Tox 0.20149297 Low Con 0.16 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude you’re so close to where I am, I would’ve loved to have seen you out on the streets, also ever since I was a kid in the 90s, Brampton‘s always been called Bramladesh
Dude you’re so close to where I am, I would’ve loved to have seen you out on the streets, also ever since I was a kid in the 90s, Brampton‘s always been called Bramladesh
Identity Attack0.04023018
Insult0.06634661
Profanity0.08193458
Threat0.05397744
Severe Toxicity0.011444092
Low Tox 0.20102765 Constructive 0.623 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The cyclist dude cracked me up. Spitting truth
The cyclist dude cracked me up. Spitting truth
Identity Attack0.008916483
Insult0.071116626
Profanity0.07934829
Threat0.02440793
Severe Toxicity0.0059890747
Low Tox 0.20056234 Moderate Con 0.383 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Im pretty sure have actual residents than you have visitors who claim to be the resident. Thats why the driving is bad, its actually the dudes cousin from back home driving, Then you have the …
Im pretty sure have actual residents than you have visitors who claim to be the resident. Thats why the driving is bad, its actually the dudes cousin from back home driving, Then you have the driving schools whos driving instructor is just giving out commerical licenses to all their indian friends.
Identity Attack0.19495805
Insult0.071750276
Profanity0.027820412
Threat0.0074048014
Severe Toxicity0.00459671
Low Tox 0.20009702 Moderate Con 0.368 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in the 2010s hearing about immigrants/refugees not assimilating in Europe and constantly just thought "well why don't they just do immigration with strong assimilation like we do here in Canada?", and now we had 4 years of sloppy immigration give or take, unfortunate. At least the straight up policies that led to this influx of poorly managed immigration is removed, but the same leaders and cabinet members and the like of the liberal government are present. Oh and did I mention they keep privatizing things, throwing money at mining industries without any seeing of the benefit to working Canadians realistically, and planning to build a pipeline by like 2035 towards east Asia which will likely be majority renewable energy by then, without actually trying to address the issues now present from the 4 years of sloppy immigration policy?
Identity Attack0.10221587
Insult0.08508729
Profanity0.05543986
Threat0.008246276
Severe Toxicity0.0051498413
Low Tox 0.1996317 Constructive 0.765 Policy_Critique
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
5:10. dude is based af
5:10. dude is based af
Identity Attack0.01565665
Insult0.06529768
Profanity0.14930901
Threat0.010705971
Severe Toxicity0.0090408325
Low Tox 0.19789438 Low Con 0.271 Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
The dude in the black jacket genuinely changed my mindset with immigration. India isn’t the best (by far) but it’s a fact that India is a beautiful country (without human input there) but doesn’t have …
The dude in the black jacket genuinely changed my mindset with immigration. India isn’t the best (by far) but it’s a fact that India is a beautiful country (without human input there) but doesn’t have any opportunities to build wealth down there because of poor governing
Identity Attack0.12735364
Insult0.07460167
Profanity0.041912504
Threat0.0076637166
Severe Toxicity0.0048065186
Low Tox 0.19409354 Constructive 0.601
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude with the bike is my spirit animal
Dude with the bike is my spirit animal
Identity Attack0.016159095
Insult0.0808917
Profanity0.08225787
Threat0.011327368
Severe Toxicity0.008163452
Low Tox 0.19314334 Moderate Con 0.367 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dude on the bike is my spirit animal
Dude on the bike is my spirit animal
Identity Attack0.015154205
Insult0.0817555
Profanity0.08355101
Threat0.011456826
Severe Toxicity0.007820129
Low Tox 0.19314334 Moderate Con 0.366 Meta_Commentary
Mar 1, 2026 Inside Canada's Indian Invasion...
Dude, come back to parliament. Send temporary foreign workers home.
Dude, come back to parliament. Send temporary foreign workers home.
Identity Attack0.1035157
Insult0.06512285
Profanity0.016616182
Threat0.010705971
Severe Toxicity0.0036621094
Low Tox 0.19124292 Low Con 0.224 Call_To_Action
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Wow, western countries are over with, all the EU/UK/USA (no matter what Trump thinks he doing) are all to multi cultural to ever reverse this, in the 30 whites will be a minority, in 50 …
Wow, western countries are over with, all the EU/UK/USA (no matter what Trump thinks he doing) are all to multi cultural to ever reverse this, in the 30 whites will be a minority, in 50 a rarity and the world will continue, this is life baby, for all us in our 50s, sure was nice back in the day, at east we got to experience it. A culture where if one person has a job, than as many can fit in the house life for free...is basically what the one dude said, that is how they think over all.
Identity Attack0.14233272
Insult0.05144889
Profanity0.021466793
Threat0.0079873605
Severe Toxicity0.0051116943
Low Tox 0.18459146 Constructive 0.568
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity …
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity in Hinduism. It symbolizes the protection. It’s like you filming a church, mosque, gurdwara, Buddhist Shinto temple or any place of worship . Even the Chinese population is more than Indian over all in North America us-Canada overall. Problem is we don’t spy or build ccp police stations . Weakness is a problem
Identity Attack0.16993292
Insult0.06250052
Profanity0.013507691
Threat0.007145886
Severe Toxicity0.0038719177
Low Tox 0.17891699 Moderate Con 0.471
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Dude with the reflective vest speaking facts
Dude with the reflective vest speaking facts
Identity Attack0.012340514
Insult0.0838533
Profanity0.03189224
Threat0.007262398
Severe Toxicity0.0040245056
Low Tox 0.17805049 Low Con 0.297 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
BASED orange vest dude said the quiet part out loud
BASED orange vest dude said the quiet part out loud
Identity Attack0.023595277
Insult0.055547886
Profanity0.08678388
Threat0.01052473
Severe Toxicity0.006904602
Low Tox 0.17285149 Low Con 0.262
Jan 27, 2026 89 likes Inside Canada's Indian Invasion...
Dude, you haven't been "human-trafficked". You voluntarily hired the services of a smuggler -- just like everyone else who wants to cross a border illegally.
Dude, you haven't been "human-trafficked". You voluntarily hired the services of a smuggler -- just like everyone else who wants to cross a border illegally.
Identity Attack0.031206898
Insult0.07491849
Profanity0.015932998
Threat0.007741391
Severe Toxicity0.0032424927
Low Tox 0.16331999 Moderate Con 0.366 Policy_Critique
Feb 19, 2026 Inside Canada's Indian Invasion...
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but …
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but he would have sold everything in his homeland to come and settle in Canada, and he will start with a visit visa for one months, lol. Slowly breaking into settling down here. Most of these statue lovers, talk about love for their homeland, but they all want to leave their homeland and want to come settle in one of these Western, Christian countries. If you are patriotic , why do you even want to come and settle in Western Christian countries? because deep within they know Christian countries are blessed. I have heard, when they go visit their homeland, they feel so proud telling their locals that they are settled in one of these Western countries and are not locals like them. Double standards of patriotism.
Identity Attack0.03894114
Insult0.07840354
Profanity0.041912504
Threat0.008181547
Severe Toxicity0.004558563
Low Tox 0.16331999 Moderate Con 0.496 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
You hit the jackpot with that dude in the hi vis
You hit the jackpot with that dude in the hi vis
Identity Attack0.008694496
Insult0.03412145
Profanity0.07047026
Threat0.030278467
Severe Toxicity0.0062179565
Low Tox 0.15711457 Moderate Con 0.349
Jan 27, 2026 Inside Canada's Indian Invasion...
Smuggle dude on the bike too, we need him here
Smuggle dude on the bike too, we need him here
Identity Attack0.008583503
Insult0.047349896
Profanity0.038655918
Threat0.04718852
Severe Toxicity0.0062942505
Low Tox 0.15600902 Low Con 0.206 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im Canadian and I approve of this video, the dude on with the bike LMFAO
Im Canadian and I approve of this video, the dude on with the bike LMFAO
Identity Attack0.036105253
Insult0.03158728
Profanity0.08128801
Threat0.015774792
Severe Toxicity0.008964539
Low Tox 0.15545623 Moderate Con 0.445
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.