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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: "At least the Indians are …" 95 comments · Page 1 of 4
Bro, what are you trying to say about Muslims? At least we don’t fucking take over everything we’re not ignorant like the rest of this east Indians were fucking clean your fucking prick.
Bro, what are you trying to say about Muslims? At least we don’t fucking take over everything we’re not ignorant like the rest of this east Indians were fucking clean your fucking prick.
Identity Attack0.69661283
Insult0.7827088
Profanity0.8907955
Threat0.060443077
Severe Toxicity0.48355904
Toxic 0.9248995 Low Con 0.235 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
At least these are working indians. Unlike the somalis and Jews holy shit
At least these are working indians. Unlike the somalis and Jews holy shit
Identity Attack0.7426507
Insult0.6149945
Profanity0.7796426
Threat0.018537397
Severe Toxicity0.35368225
Toxic 0.85333383 Low Con 0.199 Identity Attack Insult Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Indians are disgusting! Go to the hot springs to relax and a family of at least 30 Indians have to show up. Leave trash. Yelling and screaming and are completely disrespectful. GO HOME
Indians are disgusting! Go to the hot springs to relax and a family of at least 30 Indians have to show up. Leave trash. Yelling and screaming and are completely disrespectful. GO HOME
Identity Attack0.7426507
Insult0.71120167
Profanity0.39207047
Threat0.079364374
Severe Toxicity0.36435235
Toxic 0.83334327 Moderate Con 0.348 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indian racism is pretty retarded at least in us where they pay more taxes than whites 😂 idk about Canada tho I’m indian-American America first nigga type Shit but Indian racism makes 0 senss
Indian racism is pretty retarded at least in us where they pay more taxes than whites 😂 idk about Canada tho I’m indian-American America first nigga type Shit but Indian racism makes 0 senss
Identity Attack0.71678543
Insult0.61794597
Profanity0.64460015
Threat0.03649433
Severe Toxicity0.35368225
Toxic 0.78855824 Moderate Con 0.312 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
At least these aren't the indians that shit in the streets..😅😅😅
At least these aren't the indians that shit in the streets..😅😅😅
Identity Attack0.6458014
Insult0.5130944
Profanity0.66405153
Threat0.049774777
Severe Toxicity0.35022295
Toxic 0.7675452 Low Con 0.298 Identity Attack Insult Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thats a wrong way to put in “country is shit hole”. Once you all came from shit hole too and killed millions of natives, at least Indians are not doing that with you. History repeats…
Thats a wrong way to put in “country is shit hole”. Once you all came from shit hole too and killed millions of natives, at least Indians are not doing that with you. History repeats…
Identity Attack0.50917345
Insult0.5739874
Profanity0.759977
Threat0.26455072
Severe Toxicity0.3361876
Toxic 0.76523775 Moderate Con 0.31 Identity Attack Insult Moral_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
An indian or Arab must’ve been laughing at the African low intelligence part but at least we don't eat our own sh*t😅😅😅😅😅....🦃 or 🐔 he cooked us alĺ in the same pot.
An indian or Arab must’ve been laughing at the African low intelligence part but at least we don't eat our own sh*t😅😅😅😅😅....🦃 or 🐔 he cooked us alĺ in the same pot.
Identity Attack0.60238177
Insult0.5130944
Profanity0.6001929
Threat0.075531214
Severe Toxicity0.35368225
Toxic 0.7570315 Low Con 0.257 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What a hypocrite these white candian are😂😂😂 even those white Canadians are not native they migrated from europe and now they have problem with other non white people coming to canada😂 at-least these non white …
What a hypocrite these white candian are😂😂😂 even those white Canadians are not native they migrated from europe and now they have problem with other non white people coming to canada😂 at-least these non white Canadian didn’t massacred the natives and converted forcefully to christianity ✝️ 😂😂 By the way i am not Indian 🙃
Identity Attack0.6728028
Insult0.6109131
Profanity0.19524631
Threat0.050098058
Severe Toxicity0.16960317
Moderate 0.68408644 Moderate Con 0.41 Identity Attack Insult Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
While it sucks to be invaded by Indians, they're at least pretty nice. WAY nicer than the Jews you talked to...
While it sucks to be invaded by Indians, they're at least pretty nice. WAY nicer than the Jews you talked to...
Identity Attack0.6487889
Insult0.5130944
Profanity0.4756165
Threat0.028897164
Severe Toxicity0.18232453
Moderate 0.64447093 Moderate Con 0.438 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
promoting a malware/spyware while being racist peak white person activity LOL, good thing is his viewers are gonna download it and get the spyware , pathetic , get a job , the truck driving indian …
promoting a malware/spyware while being racist peak white person activity LOL, good thing is his viewers are gonna download it and get the spyware , pathetic , get a job , the truck driving indian at least earns an honest living
Identity Attack0.4931391
Insult0.5130944
Profanity0.30161268
Threat0.034422375
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.132 Insult Identity_Assertion
Feb 9, 2026 3 likes Inside Canada's Indian Invasion...
Indians can't drive for s*** but at least they work.
Indians can't drive for s*** but at least they work.
Identity Attack0.55044734
Insult0.47384647
Profanity0.5188411
Threat0.021472665
Severe Toxicity0.17315048
Moderate 0.60152835 Low Con 0.229 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, …
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, safe, secure and welcoming nation. So many Indians in Brampton because they have to live together for safety. They can avoid, racism, hatred, violence that way but still they can’t escape. Now it became favorite place for racist people, racist YouTubers etc. Indians are works in low wage jobs because they are not getting jobs according to their degrees, qualifications they have to do low wage jobs and even getting low wage jobs is very difficult. At least 12% Indians are jobless. Only some Indians help them and that’s why you find some place only indians. You can find many well educated even doctors, master degree engineers etc working in low wage jobs. You can just imagine lives of Those Indians who working with racist Canadians. Many people committed and committing suicide. This is state sponsored racism top to bottom so They are getting no help from anywhere. Canada making billions by international student and that way they getting low wage labourers still those young students getting racism, hatred like they are the problem of all problems of Canada. Racism, discrimination, hatred, violence against Indians is so normalise people don’t even hesitate. Really it’s horrible situation for Indians in Canada. Just look at the comments. Those racist, hateful people will going to get special place in hell. ( plz don’t delete comments.)
Identity Attack0.57150364
Insult0.5543018
Profanity0.13785136
Threat0.013528148
Severe Toxicity0.048457388
Moderate 0.568186 Constructive 0.579 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I feel that white guy around 8:21 is not very clever. Afrains at least do not take a lot of power, whilst Indians will manipulate you white guys and treate you as a slave once …
I feel that white guy around 8:21 is not very clever. Afrains at least do not take a lot of power, whilst Indians will manipulate you white guys and treate you as a slave once they become majority, play with your vote system game and maitrise the power. Also, rape is in the gene, read the lizard story. Good luck, anglosaxons.
Identity Attack0.5548181
Insult0.4718924
Profanity0.36230123
Threat0.2836219
Severe Toxicity0.17009245
Moderate 0.55739564 Moderate Con 0.368 Identity Attack Identity_Assertion
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
At least the indians don't get stunlocked when you ask them a question like those creepy jewish mole men in new york
At least the indians don't get stunlocked when you ask them a question like those creepy jewish mole men in new york
Identity Attack0.5913144
Insult0.5130944
Profanity0.33954415
Threat0.09776353
Severe Toxicity0.16960317
Moderate 0.5559701 Low Con 0.235 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
At least no Africans I prefer all Indians they at least One of us
At least no Africans I prefer all Indians they at least One of us
Identity Attack0.6458014
Insult0.3388922
Profanity0.21024476
Threat0.047835086
Severe Toxicity0.16960317
Moderate 0.5559701 Moderate Con 0.343 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have a sister that lives in Vancouver and she says the Indians have taken over like a cancer and they do not care about assimilating either. At least they're not Muslims, amirite?
I have a sister that lives in Vancouver and she says the Indians have taken over like a cancer and they do not care about assimilating either. At least they're not Muslims, amirite?
Identity Attack0.6007182
Insult0.47384647
Profanity0.22713706
Threat0.032005094
Severe Toxicity0.06101104
Moderate 0.52272606 Constructive 0.584 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian are better than muslim and africans. at least they are peaceful
Indian are better than muslim and africans. at least they are peaceful
Identity Attack0.6320481
Insult0.35849577
Profanity0.20483992
Threat0.014220826
Severe Toxicity0.13336399
Moderate 0.52139956 Low Con 0.197 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
At least indians are not robbing and looting like how these whites did to us. 😂
At least indians are not robbing and looting like how these whites did to us. 😂
Identity Attack0.58743036
Insult0.4125297
Profanity0.24631839
Threat0.054624002
Severe Toxicity0.05832097
Moderate 0.52139956 Low Con 0.22 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are not bums I'll give them that they all got a smoke shop or a gas station around here but they don't bother anyone other than a couple of the younger ones thinking they …
Indians are not bums I'll give them that they all got a smoke shop or a gas station around here but they don't bother anyone other than a couple of the younger ones thinking they are going to get somewhere with the underage white girls if they sell them vapes but that's only a few and I think that would be the case in any culture at least they don't rape them usually just make them uncomfortable
Identity Attack0.50515443
Insult0.40243408
Profanity0.41436642
Threat0.33609006
Severe Toxicity0.19149859
Moderate 0.51980776 Constructive 0.585 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else …
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else still left behind competing in an old world and fighting and being indifferent about race still! Yeah Fucc y’all! The Indian people see Brown and sticc to a motive while everyone else fighting! Canadian’s and American’s will doom themselves!
Identity Attack0.5135796
Insult0.46327567
Profanity0.4113413
Threat0.055270568
Severe Toxicity0.16960317
Moderate 0.51869136 Moderate Con 0.348 Identity Attack
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The nicest things I can say about Indians is that at least they're not jews
The nicest things I can say about Indians is that at least they're not jews
Identity Attack0.6220118
Insult0.27763805
Profanity0.21781154
Threat0.013476364
Severe Toxicity0.0912254
Moderate 0.5140397 Moderate Con 0.332 Identity Attack Unverified_Claim
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them. And there’s a big difference between Indian and Muslims. …
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them. And there’s a big difference between Indian and Muslims. Indians may be overwhelming Canada. But at least they’re not bringing the demonic cult of Islam, and all its backward crooked ways and imposing it on the culture
Identity Attack0.55044734
Insult0.46923602
Profanity0.17520344
Threat0.012026439
Severe Toxicity0.023645958
Moderate 0.48141238 Moderate Con 0.371 Identity Attack Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
At least they talk to non Indians unlike the Hasidic Jews
At least they talk to non Indians unlike the Hasidic Jews
Identity Attack0.55044734
Insult0.3682569
Profanity0.22562476
Threat0.011922873
Severe Toxicity0.02514347
Moderate 0.45921504 Low Con 0.271 Identity Attack Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Invasion...
We are invaded by Indians, Chinese, and muslims, and this insanity must be stopped. We must: 1) Implement per-country cap. 2) Pause immigration from India and China for at least 10 years until we balance …
We are invaded by Indians, Chinese, and muslims, and this insanity must be stopped. We must: 1) Implement per-country cap. 2) Pause immigration from India and China for at least 10 years until we balance our population. 3) To ban all immigration from muslim countries. 4) Significantly reducing the number of TFWs and int. students. 5) Establishing a deportation force within the CBSA. Without these measures, I guarantee that our beloved Canada will turn into a land of ethnic enclaves and "no-go zones".
Identity Attack0.55044734
Insult0.36798462
Profanity0.073529124
Threat0.04167421
Severe Toxicity0.02425631
Moderate 0.45703048 Moderate Con 0.467 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Identity Attack0.44690517
Insult0.35016364
Profanity0.18049006
Threat0.1733226
Severe Toxicity0.041283876
Moderate 0.44933176 Low Con 0.228 Humor_Satire
Mar 2, 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.