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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: "As an Indian bro this …" 69 comments · Page 2 of 3
Bro, can't believe you went with the smugglers, Indians in Canada are very shooty
Bro, can't believe you went with the smugglers, Indians in Canada are very shooty
Identity Attack0.55011386
Insult0.46173862
Profanity0.22673377
Threat0.06939816
Severe Toxicity0.02444411
Moderate 0.4850187 Moderate Con 0.317 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
If I were that Indian trafficker, I’d refuse to help you right off the bat. Bro, you look so suspicious, and your English is obviously too good for an illegal immigrant 🤣
If I were that Indian trafficker, I’d refuse to help you right off the bat. Bro, you look so suspicious, and your English is obviously too good for an illegal immigrant 🤣
Identity Attack0.5108175
Insult0.42881694
Profanity0.16869035
Threat0.011560392
Severe Toxicity0.023270357
Moderate 0.47886392 Low Con 0.298 Identity Attack Humor_Satire
Feb 16, 2026 Inside Canada's Indian Invasion...
Bro indians in india can legit buy the fat white guy as a foot rest. I dont think anyone would want to tho. Edit: not his fault tho. Just like how its not my fault …
Bro indians in india can legit buy the fat white guy as a foot rest. I dont think anyone would want to tho. Edit: not his fault tho. Just like how its not my fault for not being able to run as fast as Bolt, its not his fault for being DENSE(not in the physical sense of course, for he is NOT physically dense, for his mass/volume ratio is low-just like his iq)
Identity Attack0.46028158
Insult0.4534306
Profanity0.2659699
Threat0.032005094
Severe Toxicity0.026936848
Moderate 0.47119883 Constructive 0.527 Humor_Satire
Feb 19, 2026 Inside Canada's Indian Invasion...
honestly bro I'd rather have illegal immigrants rather than legal indians
honestly bro I'd rather have illegal immigrants rather than legal indians
Identity Attack0.5108175
Insult0.23237456
Profanity0.11911256
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.42349213 Moderate Con 0.338 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Brother, you should come to the biggest slum in Europe. The gypsy slum here in Bulgaria. Bro I want you to come and see what's going with those indians are not the same as these …
Brother, you should come to the biggest slum in Europe. The gypsy slum here in Bulgaria. Bro I want you to come and see what's going with those indians are not the same as these in canada!
Identity Attack0.4931391
Insult0.34392178
Profanity0.1184936
Threat0.014566151
Severe Toxicity0.023076924
Moderate 0.41690505 Constructive 0.525 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and the city was a great blue collar town to spend time in… ever since the Indian invasion I almost never go, seeing people defaecate and urinate frequently in public, the abhorrent driving, the dirtiness, & the incredible rudeness of the Indian population has made me not visit in yrs now. It’s getting worse in other areas like Niagara as well, where the same problem is occurring. What kills me is that if anyone who’s white speaks up about this the pathetic liberals instantly call you a “bigot” or a “Racist” for simply stating facts and expressing how MANY of us are feeling. A vast majority of Canadians had NO problem with the initial influx of Indians moving here in the early 2000’s they came over we’re very respectful, assimilated, became Canadians, & respected Canada and Canadians… this last 15 yrs has been the exact opposite.
Identity Attack0.4453683
Insult0.40243408
Profanity0.26735115
Threat0.030623792
Severe Toxicity0.023927659
Moderate 0.41168427 Constructive 0.738 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
@4:57 So he thinks an indian cant also be muslim? Smhhhhhh Bro!! I can tolerate your racism, but please be educated about it!
@4:57 So he thinks an indian cant also be muslim? Smhhhhhh Bro!! I can tolerate your racism, but please be educated about it!
Identity Attack0.42615733
Insult0.3388922
Profanity0.052183274
Threat0.008440462
Severe Toxicity0.015931819
Moderate 0.40614098 Moderate Con 0.404 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved …
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved them?!?!? And when they come for work etc. You are OFFENDED?! Pay for your previous sins bro!
Identity Attack0.38826546
Insult0.3388922
Profanity0.14666493
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.478 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
It wasn’t that scary bro. They said without any stress go have a pizza outside. So why didn’t you go all the way down. You know very well they treated you with ease. In a …
It wasn’t that scary bro. They said without any stress go have a pizza outside. So why didn’t you go all the way down. You know very well they treated you with ease. In a normal family house. So actually you failed to show to scary side from them. You expected something like cartel side action. 😂😂😂😂 . Did the food tasted good at least. Indians not Africans which you met in Rome or Paris. Punjabi are human threating religion. You should have know that. Or atleast read about Sikh religion. Maybe then you will realize the real deal!!!
Identity Attack0.44690517
Insult0.32211447
Profanity0.19524631
Threat0.038220957
Severe Toxicity0.023458159
Moderate 0.39021665 Moderate Con 0.381 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
I don’t understand like you bring it 4 million of them in four years. This is too much you change the whole system in Canada and most of them are getting free healthcare freeform free …
I don’t understand like you bring it 4 million of them in four years. This is too much you change the whole system in Canada and most of them are getting free healthcare freeform free apartments look the Canadian total debt increased by like $300 billion in a couple years because of those people I’m not against Indian. I have Indian friends but this kind of Indian people like you go there like you’re built like 50 call what the hell is wrong with you like you have to understand that’s a Christian country or they believe in God in one car they don’t believe in paganism and 20k kids. Still 4 million people is not normal to move in 4 years Is not fair Even im albanian u bring 4 million albanian in cannada i dont agree with it Is like increasing popullation 15 percent in 3-5 years Indian people drive bad than the cannadian people pay high insurance rates So you called me in Canada and you use free houses free renting free stuff and taking the other people money it’s not good that’s why you need to make your government India to develop your country better and not to attack the Muslim and be racist against the Muslims and the Indian Muslims Here we go with pagan gods looks ugly statue, bro the God is the creator of everything there’s no human gods stop leaving in fairytale paganism
Identity Attack0.36273825
Insult0.30797598
Profanity0.3320008
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.521 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
Identity Attack0.40447855
Insult0.16831873
Profanity0.0935729
Threat0.020091362
Severe Toxicity0.020515325
Moderate 0.36095104 Moderate Con 0.348 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
If you get offended easily don’t scroll You will get offended Don’t even get me started with Tim’s bro every one is jammed packed with them I tried to get me a job and they …
If you get offended easily don’t scroll You will get offended Don’t even get me started with Tim’s bro every one is jammed packed with them I tried to get me a job and they said that it was Indian only but I know for a fact that it is not
Identity Attack0.26833034
Insult0.1640896
Profanity0.14930901
Threat0.029933142
Severe Toxicity0.018449519
Moderate 0.36095104 Moderate Con 0.436 Fear_Threat
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
indians over africans? cmon bro.
indians over africans? cmon bro.
Identity Attack0.42615733
Insult0.14512913
Profanity0.07191269
Threat0.010472948
Severe Toxicity0.015221698
Moderate 0.3389984 Low Con 0.155 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro got an Indian coyote and tried to get smuggled home…ALL FOR THE LOVE OF THE GAME. 2:23 Run the patreon up for bro.
Bro got an Indian coyote and tried to get smuggled home…ALL FOR THE LOVE OF THE GAME. 2:23 Run the patreon up for bro.
Identity Attack0.22631748
Insult0.123407245
Profanity0.14225815
Threat0.10389658
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.473
Jan 27, 2026 Inside Canada's Indian Invasion...
bro go to hoboken NJ, its literally all indians and africans
bro go to hoboken NJ, its literally all indians and africans
Identity Attack0.40447855
Insult0.14150882
Profanity0.11539881
Threat0.013476364
Severe Toxicity0.02077355
Moderate 0.3389984 Low Con 0.177 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
omfg an indian one now?? you are on an all time CHAD endeavor. we as Americans love you so much Tyler. keep it up bro. if u need security hmu. id love to help
omfg an indian one now?? you are on an all time CHAD endeavor. we as Americans love you so much Tyler. keep it up bro. if u need security hmu. id love to help
Identity Attack0.27759558
Insult0.16195811
Profanity0.32299677
Threat0.01698343
Severe Toxicity0.023076924
Moderate 0.3302291 Constructive 0.519 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
bro to be honest with u as an Indian most of them even don't know what is civic sense , if u go to Delhi u see more horrible roads and worst bad driving peoples …
bro to be honest with u as an Indian most of them even don't know what is civic sense , if u go to Delhi u see more horrible roads and worst bad driving peoples and also they export that culture across the globe.
Identity Attack0.36733335
Insult0.2679134
Profanity0.10735235
Threat0.023371955
Severe Toxicity0.019095084
Moderate 0.3281604 Constructive 0.504 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Bro I’m Indian but I’d tell most of these people to FO back to India. Facts!
Bro I’m Indian but I’d tell most of these people to FO back to India. Facts!
Identity Attack0.35948995
Insult0.15414265
Profanity0.11911256
Threat0.02613456
Severe Toxicity0.017416617
Moderate 0.31825066 Moderate Con 0.392 Personal_Narrative
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
bro goes to China town and wonders why there's Chinese, that's the equivalate of going to Brampton and being shock to see Indians.
bro goes to China town and wonders why there's Chinese, that's the equivalate of going to Brampton and being shock to see Indians.
Identity Attack0.38185352
Insult0.08484049
Profanity0.069969244
Threat0.013631714
Severe Toxicity0.012207031
Moderate 0.3127066 Moderate Con 0.348 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Bro Toronto is boosted by Indians .
Bro Toronto is boosted by Indians .
Identity Attack0.37292135
Insult0.1662211
Profanity0.06395709
Threat0.0097738765
Severe Toxicity0.01322045
Moderate 0.30993456 Low Con 0.244 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city …
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city is swamped with their people so they don’t have to communicate in english, i cant even count the number of times these people have talked to me punjabi while i tell them i don’t speak punjabi and they start getting offended ask me why i dont , like bro I’m from a different part of india , why don’t you speak my mother tongue or english to begin with , also the flexing culture they have is crazy , all i want to say is if you don’t know how to communicate in a language and still move to that country and complain you don’t have enough opportunities in your country you might be at fault not your country nor the new one that you moved into,most of them don’t even have papers , want a separate country for themselves, lack the skills and yet they are living like this, blame the government who let this happen not the rest of us.
Identity Attack0.30256465
Insult0.17486192
Profanity0.12286829
Threat0.016120117
Severe Toxicity0.01935331
Moderate 0.3048984 Constructive 0.585 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
4:54 The most American comment possible. Bro thinks all Indians are Hindu
4:54 The most American comment possible. Bro thinks all Indians are Hindu
Identity Attack0.36702603
Insult0.08434689
Profanity0.07934829
Threat0.0115345
Severe Toxicity0.014898917
Moderate 0.30452284 Low Con 0.222 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Bro come to B.C. all you see is indians. Period
Bro come to B.C. all you see is indians. Period
Identity Attack0.36702603
Insult0.083359696
Profanity0.059948977
Threat0.012337137
Severe Toxicity0.014382465
Moderate 0.30136615 Low Con 0.263
Sep 20, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
Bro as an Indian living in india I am just feeling ashamed
Bro as an Indian living in india I am just feeling ashamed
Identity Attack0.2795294
Insult0.083112895
Profanity0.08290444
Threat0.010239923
Severe Toxicity0.010299683
Low Tox 0.27412915 Moderate Con 0.481 Personal_Narrative
Feb 14, 2026 Inside Canada's Indian Invasion...
Bro I just came back from Ontario 😭 yeah lots of Indians over there
Bro I just came back from Ontario 😭 yeah lots of Indians over there
Identity Attack0.36598656
Insult0.07523532
Profanity0.06195303
Threat0.009256045
Severe Toxicity0.010070801
Low Tox 0.27047762 Moderate Con 0.417 Personal_Narrative
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.