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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

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
Active: "Dude , you have no …" 384 comments · Page 10 of 16
dude you going undercover towards the end was insane! did you get nervous or worried that things were gonna go very bad?
dude you going undercover towards the end was insane! did you get nervous or worried that things were gonna go very bad?
Identity Attack0.005105704
Insult0.17734702
Profanity0.07967158
Threat0.009747985
Severe Toxicity0.005302429
Low Tox 0.27236435 Moderate Con 0.45 Meta_Commentary
Feb 25, 2026 Inside Canada's Indian Invasion...
Dude's just spreading hate. Indian community might lack some manners, but are the most reliable group of people who are welcoming to many. You dont see them doing drugs on streets, you dont see them …
Dude's just spreading hate. Indian community might lack some manners, but are the most reliable group of people who are welcoming to many. You dont see them doing drugs on streets, you dont see them murdering for money. They are 99.99% peaceful beings who earn money and get lost before you know it
Identity Attack0.22631748
Insult0.09855611
Profanity0.08096472
Threat0.053654157
Severe Toxicity0.009841919
Low Tox 0.2648175 Constructive 0.618 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Just yesterday East Indian dude hit my truck that was parked by the house , and was trying to say that’s my fault haha 😆
Just yesterday East Indian dude hit my truck that was parked by the house , and was trying to say that’s my fault haha 😆
Identity Attack0.21470967
Insult0.0573046
Profanity0.10797132
Threat0.11922921
Severe Toxicity0.01412424
Low Tox 0.26293078 Moderate Con 0.462 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I like the fat dude. He's honest af.
I like the fat dude. He's honest af.
Identity Attack0.08583717
Insult0.16758773
Profanity0.15985115
Threat0.009023022
Severe Toxicity0.007896423
Low Tox 0.2553839 Moderate Con 0.423 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Showed the meeting spot, the car, the dude and the safe house 50m from pizza pizza. Must have done him dirty in part 2
Showed the meeting spot, the car, the dude and the safe house 50m from pizza pizza. Must have done him dirty in part 2
Identity Attack0.005364689
Insult0.1640896
Profanity0.05243378
Threat0.012233571
Severe Toxicity0.0049209595
Low Tox 0.25462922 Moderate Con 0.407
Jan 27, 2026 Inside Canada's Indian Invasion...
More like former invaders interviewing new invaders.😂😂😂. Dude your ancestors history is not that different. Only difference is your ancestors had guns and they come here illegally . Don't blame the player blame the game.
More like former invaders interviewing new invaders.😂😂😂. Dude your ancestors history is not that different. Only difference is your ancestors had guns and they come here illegally . Don't blame the player blame the game.
Identity Attack0.08500996
Insult0.097093195
Profanity0.029888187
Threat0.012906751
Severe Toxicity0.008277893
Low Tox 0.25462922 Low Con 0.287 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude, I live in Canada and I can tell you it’s much worse. Nobody likes talking about this!!
Dude, I live in Canada and I can tell you it’s much worse. Nobody likes talking about this!!
Identity Attack0.17614605
Insult0.083359696
Profanity0.03489832
Threat0.007832011
Severe Toxicity0.005340576
Low Tox 0.25462922 Moderate Con 0.469 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'm surprised no liberal voters are calling this dude a "racist" because it involves Indians. He is literally interviewing both sides of this issue. In my opinion, if the liberal government stays in power, and …
I'm surprised no liberal voters are calling this dude a "racist" because it involves Indians. He is literally interviewing both sides of this issue. In my opinion, if the liberal government stays in power, and more and more liberal voters use the racism card on people who point out these issues just to make themselves feel like a good person, more and more major cities in Canada will be filled of them who either entered as an international student, or as an asylum seeker. It is not "multiculturalism" or "diversity" if there is only people from one culture coming to Canada? Where are the people from countries like Italy? Germany? Ukraine? Mexico? It is not racist to point out how in very few homes, most notably in Brampton, around 7 or more people live in one house. It is not racist to point out how these Indians need to learn to write and speak proper English. It is not racist to point out how they need to adapt to our civilized way of life here in Canada. It is not racist to point out the rise in crime done by people of Indian descent. It is not racist to point out how, coincidentally, the quality in Tim Hortons has dropped lately, when in a majority of them have workers of Indian descent, which are usually in major cities. How so? The liberal-imposed foreign worker plan, plus a little bit of corporate greed. It is not racist to point out that Indian "international students" are getting their food from food banks, which are supposed to be for the poor, and how some places of work only hire Indians, because they are run by Indians. Why is this discussion even about Indians? Because they make up HUGE majority of people coming to live in Canada. Matter of fact, this does not apply to Indians coming to Canada, but to whoever goes to live in another country. It does not take much out of you to at least adapt to the way of life in which ever country you go to. The conservative party sees this in a way that the liberals do not. Come back to this comment in another 10-20 years when the liberals are still in power. You'll see the difference.
Identity Attack0.27759558
Insult0.110259406
Profanity0.02303812
Threat0.008065036
Severe Toxicity0.005645752
Low Tox 0.2540519 Constructive 0.705
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you …
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you came as a international student and knowingly u cant afford the tuition. Its clearly u didnt care about going to school and used it as a gate way to canada. You dont go aboard studying for a better life in that country. U study abroad to either bring back new knowledge to your country or to full fill a requirements for a job back home.. The most common one is the opportunity to have a degree from a well known school for family braging rights and take over family bussiness. Which bring us back to, studying aboard is strictly for wealthy families no matter where u live . Imagine a candian going to london or europe we would pay just as much plus conversion rate. So for indians like him self, studying aboard paying 8 k cad per course shojdl be impossible. Only a super wealthy family can afford that in india or canada .
Identity Attack0.055673428
Insult0.15982662
Profanity0.12096943
Threat0.0077672824
Severe Toxicity0.008811951
Low Tox 0.25084448 Moderate Con 0.49 Unverified_Claim
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
8:18 Dude it's none of your business how many people live in a house and make a mess. It's a problem of they did it in your house or on the street but otherwise.....mind your …
8:18 Dude it's none of your business how many people live in a house and make a mess. It's a problem of they did it in your house or on the street but otherwise.....mind your own business
Identity Attack0.009767435
Insult0.06774519
Profanity0.057944927
Threat0.009644418
Severe Toxicity0.007171631
Low Tox 0.25084448 Moderate Con 0.464
Jan 17, 2026 Inside Canada's Indian Metropolis (Brampton)
Dude you broke the law right there by buying a knife to defend yourself…
Dude you broke the law right there by buying a knife to defend yourself…
Identity Attack0.0055866763
Insult0.04149419
Profanity0.02249157
Threat0.22908778
Severe Toxicity0.008773804
Low Tox 0.24924077 Low Con 0.178 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Isn’t Mark Carney the Prime Minister and Jagmeet played hockey with my dad in high school that dude isn’t even Indian!!
Isn’t Mark Carney the Prime Minister and Jagmeet played hockey with my dad in high school that dude isn’t even Indian!!
Identity Attack0.22261032
Insult0.107333586
Profanity0.026590679
Threat0.0072235605
Severe Toxicity0.0064468384
Low Tox 0.24442963 Moderate Con 0.426
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
This dude is using the Sub Sahara IQ quote. Yea, that’s not racist. Lol😂
This dude is using the Sub Sahara IQ quote. Yea, that’s not racist. Lol😂
Identity Attack0.16801116
Insult0.07840354
Profanity0.059447967
Threat0.008013252
Severe Toxicity0.008087158
Low Tox 0.24282593 Low Con 0.124 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
2:53 That dude looks like your bro from Poland xD.
2:53 That dude looks like your bro from Poland xD.
Identity Attack0.14875233
Insult0.06739554
Profanity0.07449899
Threat0.010887212
Severe Toxicity0.01121521
Low Tox 0.2412222 Moderate Con 0.421
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bike dude is fed up 😂
Bike dude is fed up 😂
Identity Attack0.013144426
Insult0.1378885
Profanity0.11539881
Threat0.009747985
Severe Toxicity0.007171631
Low Tox 0.23812068 Low Con 0.275
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude with the safety vest absolutely COOKED
Dude with the safety vest absolutely COOKED
Identity Attack0.012340514
Insult0.100019015
Profanity0.09961538
Threat0.009411395
Severe Toxicity0.009918213
Low Tox 0.23812068 Low Con 0.253 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Sorry dude. The US is NOT the greatest country on earth
Sorry dude. The US is NOT the greatest country on earth
Identity Attack0.17925262
Insult0.07365121
Profanity0.040409464
Threat0.007197669
Severe Toxicity0.005455017
Low Tox 0.23451406 Low Con 0.245 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i …
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i dont see indians causing acidents i see other ethencities driving wild from increased traffic but theres a sign near Toronto ``all roads lead to Bramton inst it a fact the roads in canada are all conected to brampton . but every ethenicity throughout the years has run brampton look at populations from the past its a brampton thing, only drivers have issues with are intiled people the wealthy in brampton drive way too fast ! not any others its simple people got to drive slower thats all especialy morning traffic they go nuts. the people born in canada are being too agressive as they drive thats what i have seen ! new drivers are making too many mistakes and experienced drivers are driving any ways they want thats the issues ! Cool video dude .....
Identity Attack0.10699738
Insult0.10148193
Profanity0.043415543
Threat0.009696201
Severe Toxicity0.008354187
Low Tox 0.23415339 Constructive 0.692 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
DUDE, please buy some warm gloves and hand warmers
DUDE, please buy some warm gloves and hand warmers
Identity Attack0.013345404
Insult0.06634661
Profanity0.06495911
Threat0.03235042
Severe Toxicity0.010299683
Low Tox 0.23415339 Low Con 0.254
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dude goes to an Indian neighborhood and wonders why there are Indians there. He should go to Woodbridge next and ask why there are so many Italians.
Dude goes to an Indian neighborhood and wonders why there are Indians there. He should go to Woodbridge next and ask why there are so many Italians.
Identity Attack0.27875587
Insult0.055547886
Profanity0.02932342
Threat0.010239923
Severe Toxicity0.0065994263
Low Tox 0.23343207 Low Con 0.203 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I think you just paid this dude to do the video bruh
I think you just paid this dude to do the video bruh
Identity Attack0.021987455
Insult0.06599696
Profanity0.08840031
Threat0.015602129
Severe Toxicity0.009384155
Low Tox 0.23198941 Low Con 0.195 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Bike dude lowkey speaking facts
Bike dude lowkey speaking facts
Identity Attack0.012061302
Insult0.1669316
Profanity0.082581155
Threat0.0074048014
Severe Toxicity0.005645752
Low Tox 0.2312681 Moderate Con 0.301 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The dude with the bike made me fall from the chair from a laught attack LMFAO. He’s a real one
The dude with the bike made me fall from the chair from a laught attack LMFAO. He’s a real one
Identity Attack0.011543332
Insult0.06407392
Profanity0.11539881
Threat0.03235042
Severe Toxicity0.011062622
Low Tox 0.22712809 Moderate Con 0.435 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude i wouldve been your body gaurd for free 🤷‍♂️ (Idk if that means much, i personally see myself as a skinny tall dude 🤣)
Dude i wouldve been your body gaurd for free 🤷‍♂️ (Idk if that means much, i personally see myself as a skinny tall dude 🤣)
Identity Attack0.10221587
Insult0.06442356
Profanity0.104876526
Threat0.018710058
Severe Toxicity0.010681152
Low Tox 0.22177623 Constructive 0.515
Jan 27, 2026 Inside Canada's Indian Invasion...
The chubby dude on the bike speaks the truth.
The chubby dude on the bike speaks the truth.
Identity Attack0.0093974555
Insult0.16788013
Profanity0.052934792
Threat0.007922632
Severe Toxicity0.0041770935
Low Tox 0.22043827 Moderate Con 0.302 Meta_Commentary
Feb 3, 2026 1 likes 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.