Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "What a man!!!!" 545 comments · Page 19 of 22
Man i didn't know there are tuktuks autos in Canada 🥵
Man i didn't know there are tuktuks autos in Canada 🥵
Identity Attack0.024801146
Insult0.023479814
Profanity0.026180768
Threat0.0071717775
Severe Toxicity0.002822876
Low Tox 0.06817148 Moderate Con 0.403 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
14:52 as a Catholic in Toronto, I greatly appreciate what this man says about faith. I have strong reservations about immigration, but it's guys like him who make me think twice
14:52 as a Catholic in Toronto, I greatly appreciate what this man says about faith. I have strong reservations about immigration, but it's guys like him who make me think twice
Identity Attack0.038167715
Insult0.02425329
Profanity0.011543535
Threat0.006149062
Severe Toxicity0.0012397766
Low Tox 0.06500591 Constructive 0.788
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
0:13 😂😂😂😂😂😂😂😂😂😂😂😂😂😂 this is spot on accurate god bless this man 0:20
0:13 😂😂😂😂😂😂😂😂😂😂😂😂😂😂 this is spot on accurate god bless this man 0:20
Identity Attack0.00984143
Insult0.016632931
Profanity0.03339528
Threat0.011689849
Severe Toxicity0.0059127808
Low Tox 0.063423134 Low Con 0.296
Jan 27, 2026 Inside Canada's Indian Invasion...
😊 1:57 this man is so beyond accurate 2:09
😊 1:57 this man is so beyond accurate 2:09
Identity Attack0.008842488
Insult0.022512967
Profanity0.030890211
Threat0.010265815
Severe Toxicity0.0042533875
Low Tox 0.063027434 Moderate Con 0.331 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Its true about the government supporting them for the rest of there life, the man upstairs (indian) has five people on his check, he also receives extra for a pregnancy. When I seen the statement …
Its true about the government supporting them for the rest of there life, the man upstairs (indian) has five people on his check, he also receives extra for a pregnancy. When I seen the statement I was like that should tell the government alot! He also receive double of me for gst 🤦‍♀️
Identity Attack0.037136484
Insult0.020192537
Profanity0.017367685
Threat0.006543908
Severe Toxicity0.0017547607
Low Tox 0.059974585 Constructive 0.748 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
People I talk to, who live in Brampton, similarly complain about it. It's so sad man.
People I talk to, who live in Brampton, similarly complain about it. It's so sad man.
Identity Attack0.008324518
Insult0.027605021
Profanity0.0118680475
Threat0.0062849927
Severe Toxicity0.0009822845
Low Tox 0.059479803 Constructive 0.596 Personal_Narrative
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The administrative people that are approving these applications are from India too. I am a canadian business man that tried 2 times to bring a visitor over from another country on a visit . Was …
The administrative people that are approving these applications are from India too. I am a canadian business man that tried 2 times to bring a visitor over from another country on a visit . Was declined 2 times and at the bottom of the rejection letter was signed by somone from india
Identity Attack0.053854458
Insult0.019096779
Profanity0.0118338885
Threat0.006530962
Severe Toxicity0.0016498566
Low Tox 0.05799546 Constructive 0.644 Unverified_Claim
Nov 24, 2025 IRCC Names India in Study …
smart man 1:55
smart man 1:55
Identity Attack0.009434453
Insult0.021159383
Profanity0.028230323
Threat0.010654188
Severe Toxicity0.0038719177
Low Tox 0.057748068 Low Con 0.288
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Yo Tyler I live there I wish I saw you man 8:34
Yo Tyler I live there I wish I saw you man 8:34
Identity Attack0.011247349
Insult0.015340924
Profanity0.033144772
Threat0.027343199
Severe Toxicity0.0050354004
Low Tox 0.057005897 Constructive 0.52 Personal_Narrative
Jan 28, 2026 8 likes Inside Canada's Indian Invasion...
5:15 man speaking facts
5:15 man speaking facts
Identity Attack0.009545447
Insult0.018581128
Profanity0.021603432
Threat0.007689608
Severe Toxicity0.0025749207
Low Tox 0.05651112 Low Con 0.214 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Great video man, continue to be cautious, situations like this can turn extremely dangerous in an instant, always put your health amd safety above your work
Great video man, continue to be cautious, situations like this can turn extremely dangerous in an instant, always put your health amd safety above your work
Identity Attack0.004421244
Insult0.014086916
Profanity0.015249812
Threat0.010265815
Severe Toxicity0.0022506714
Low Tox 0.056263726 Constructive 0.572 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left …
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left their culture,language and religion and took the native culture and religion?.lets all take native Canadian language religion and culture.
Identity Attack0.04512853
Insult0.01632893
Profanity0.009681856
Threat0.006375613
Severe Toxicity0.0014686584
Low Tox 0.055521555 Constructive 0.537
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Interviewing a man in the middle of the road asking about bad drivers…
Interviewing a man in the middle of the road asking about bad drivers…
Identity Attack0.0041067624
Insult0.024897853
Profanity0.013063621
Threat0.00746953
Severe Toxicity0.0012302399
Low Tox 0.055521555 Low Con 0.296 Meta_Commentary
Jan 27, 2026 241 likes Inside Canada's Indian Invasion...
8:24 protect this man at all costs
8:24 protect this man at all costs
Identity Attack0.00725158
Insult0.013250912
Profanity0.019963788
Threat0.014048163
Severe Toxicity0.0032997131
Low Tox 0.055274166 Low Con 0.284 Solidarity
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
holy based bicycle man
holy based bicycle man
Identity Attack0.0069185994
Insult0.02122384
Profanity0.024404489
Threat0.007909686
Severe Toxicity0.0022411346
Low Tox 0.05304765 Moderate Con 0.331 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Man on the bike love that guy
Man on the bike love that guy
Identity Attack0.009915425
Insult0.017807651
Profanity0.026863953
Threat0.011120236
Severe Toxicity0.003929138
Low Tox 0.05230548 Moderate Con 0.372 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
5:33 man I love this guy ! Speaking facts
5:33 man I love this guy ! Speaking facts
Identity Attack0.009693438
Insult0.016024929
Profanity0.024609445
Threat0.009955117
Severe Toxicity0.0032806396
Low Tox 0.051810697 Moderate Con 0.45 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
3:08 this man knows it and it's so true
3:08 this man knows it and it's so true
Identity Attack0.009471451
Insult0.016100928
Profanity0.024472807
Threat0.009644418
Severe Toxicity0.0033187866
Low Tox 0.051563308 Moderate Con 0.399 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Man I wish I knew you came by! I woulda given you the tour
Man I wish I knew you came by! I woulda given you the tour
Identity Attack0.00621564
Insult0.016936934
Profanity0.027683776
Threat0.011741633
Severe Toxicity0.0030326843
Low Tox 0.051563308 Constructive 0.506 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The lady in green is the ones we want .the ones who've been here 50 years and up .the new ones gotta go man .
The lady in green is the ones we want .the ones who've been here 50 years and up .the new ones gotta go man .
Identity Attack0.014048826
Insult0.019741343
Profanity0.014225035
Threat0.008919456
Severe Toxicity0.0020885468
Low Tox 0.051068526 Moderate Con 0.472
Nov 15, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Man on the bike needs be in charge of the country
Man on the bike needs be in charge of the country
Identity Attack0.007288578
Insult0.021288296
Profanity0.014771583
Threat0.008000307
Severe Toxicity0.001745224
Low Tox 0.050078966 Low Con 0.16 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Brown town aka Brampton. My family settled those lands back in the 1800s... sad man.
Brown town aka Brampton. My family settled those lands back in the 1800s... sad man.
Identity Attack0.008028535
Insult0.022770792
Profanity0.011492296
Threat0.0065827454
Severe Toxicity0.0011301041
Low Tox 0.049336795 Constructive 0.579
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Bike guy should run for office. He'd be the most honest man ever running
Bike guy should run for office. He'd be the most honest man ever running
Identity Attack0.006363631
Insult0.02373764
Profanity0.0147374235
Threat0.0071717775
Severe Toxicity0.0012493134
Low Tox 0.049336795 Moderate Con 0.366 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Man with the bike is based
Man with the bike is based
Identity Attack0.010433395
Insult0.018774498
Profanity0.019690514
Threat0.00756015
Severe Toxicity0.002040863
Low Tox 0.048099842 Moderate Con 0.302 Meta_Commentary
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.