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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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Active: "I am the only white …" 1,674 comments · Page 13 of 67
As a aborigonal canadian i mostly say welcome, im in calgary in a place called teradale where i only see a few white people a week . Its all imigrants but mostly indian. their is …
As a aborigonal canadian i mostly say welcome, im in calgary in a place called teradale where i only see a few white people a week . Its all imigrants but mostly indian. their is a thing where bringing too many people is negative like our housing crisis and it just imbalances everything when you rush too many pepple in at once. However seeing WHITE people and their reasons piss me off.its like shut the fuck up you immigrant. Your people did the exact same but wayyyyyyyy worse. So yeah welcome. Just their has to be some form of cap. Also i honestly think any government rolls should not be immigrants.just my opinion
Identity Attack0.5689151
Insult0.5497792
Profanity0.5865656
Threat0.061089642
Severe Toxicity0.35022295
Moderate 0.62702215 Constructive 0.74 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
White people should go back to Europe from where they came...
White people should go back to Europe from where they came...
Identity Attack0.65625757
Insult0.40243408
Profanity0.2347036
Threat0.06755528
Severe Toxicity0.16960317
Moderate 0.62136006 Low Con 0.185 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
All white black yellow brown CANADIANS NEED TO STAND UP AND PROTECT THE CANADIAN WAY DONT ALLOW THESE DISGUSTING POLITICIANS AND IMMIGRANTS CHANGE CANADIAN WAY
All white black yellow brown CANADIANS NEED TO STAND UP AND PROTECT THE CANADIAN WAY DONT ALLOW THESE DISGUSTING POLITICIANS AND IMMIGRANTS CHANGE CANADIAN WAY
Identity Attack0.58354634
Insult0.56997263
Profanity0.17803068
Threat0.010680079
Severe Toxicity0.05832097
Moderate 0.62136006 Moderate Con 0.325 Identity Attack Insult Identity_Assertion
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better …
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better not go. I would gladly trade away the recent immigrants from Central America who at least 50% of are violent criminals for immigrants from India. Hell, I would love to trade most Americans under 30yrs old for immigrants from India.
Identity Attack0.56445944
Insult0.48569724
Profanity0.5249258
Threat0.06690872
Severe Toxicity0.17926651
Moderate 0.62136006 Constructive 0.592 Identity Attack Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s so pathetic that the white man keeps referring to himself as a racial slur before he says anything.
It’s so pathetic that the white man keeps referring to himself as a racial slur before he says anything.
Identity Attack0.5135796
Insult0.6109131
Profanity0.27207452
Threat0.008893564
Severe Toxicity0.023645958
Moderate 0.62136006 Low Con 0.2 Identity Attack Insult
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Racist stereotypes enforcing,back to back clips of durty indian looking people india is cery diverse country it has all skin tones bro sone people look chinese,brown,people have dark dkin sone have white bro just stop …
Racist stereotypes enforcing,back to back clips of durty indian looking people india is cery diverse country it has all skin tones bro sone people look chinese,brown,people have dark dkin sone have white bro just stop this nonsense mf you will be eliminated racist whity 🤡🤡
Identity Attack0.5203519
Insult0.5130944
Profanity0.36230123
Threat0.34804323
Severe Toxicity0.3536391
Moderate 0.62136006 Low Con 0.289 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Guy with the bike calls himself and other white people 'trash,' yet feels qualified to rank African immigrants as less intelligent than people he accused of defecating on buses just weeks ago and eating feces. …
Guy with the bike calls himself and other white people 'trash,' yet feels qualified to rank African immigrants as less intelligent than people he accused of defecating on buses just weeks ago and eating feces. Make it make sense.
Identity Attack0.57150364
Insult0.5739874
Profanity0.36230123
Threat0.013113883
Severe Toxicity0.13863131
Moderate 0.61223894 Low Con 0.299 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
I know these people just want better lives but how would they feel if they woke up to millions of white people in India one day. All of our BS in our culture. They would …
I know these people just want better lives but how would they feel if they woke up to millions of white people in India one day. All of our BS in our culture. They would not be so friendly. The Libs have destroyed Canada. They control every form of media and all the morons here eat it right up. Hopefully Trump takes them all out.
Identity Attack0.49584505
Insult0.6407567
Profanity0.36302176
Threat0.048158366
Severe Toxicity0.02514347
Moderate 0.61223894 Moderate Con 0.418 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Say Same thing with Europe 🇪🇺 Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad …
Say Same thing with Europe 🇪🇺 Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad image of Americans, you don't even mention the American flag. These are those Indians who are Canadian citizens and have been in Canada for more than 50 years, you will say the same thing for European White Christians who immigrate.
Identity Attack0.5135796
Insult0.54471385
Profanity0.44249827
Threat0.028206514
Severe Toxicity0.16960317
Moderate 0.61223894 Moderate Con 0.391 Identity Attack Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I use to love your content … but like bro are you racist ? & if African people so dumb ? Then why does South Africa populate over 50 percent white people ?? Why does …
I use to love your content … but like bro are you racist ? & if African people so dumb ? Then why does South Africa populate over 50 percent white people ?? Why does your “greatest country” steal every other country resource ???
Identity Attack0.5698139
Insult0.57566804
Profanity0.27207452
Threat0.00951496
Severe Toxicity0.02458496
Moderate 0.61223894 Moderate Con 0.331 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Make one video on white racist too who came to Canada and now on the streets drug addicts committing crimes. Lazy want more money for less work and disgraceful immoral and have no respect or …
Make one video on white racist too who came to Canada and now on the streets drug addicts committing crimes. Lazy want more money for less work and disgraceful immoral and have no respect or dignity. They eat lunch sitting on the potty smell like skunk from weed smoking. Point out all this things and compare is Indian or a European racist who will come ahead.😂
Identity Attack0.57957685
Insult0.5739874
Profanity0.16682947
Threat0.025098583
Severe Toxicity0.1465323
Moderate 0.61223894 Low Con 0.25 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I've never been threatened with death every time I go in a grocery store and mall. It's the African refugees . Not black people's who grew up here or anyone else . It's the African …
I've never been threatened with death every time I go in a grocery store and mall. It's the African refugees . Not black people's who grew up here or anyone else . It's the African refugee men . They keep saying kill the white man . So I hear it. That is a hate crime and ethnic cleansing these Africans want . I have to deal with the high level of violence from THEM. The more Africans come the more we will have a third world nation for sure😮😮😮😮😮
Identity Attack0.7465365
Insult0.024874555
Profanity0.0062928176
Threat0.055855658
Severe Toxicity0.0027142896
Moderate 0.60726774 Identity Attack Fear_Threat
Mar 9, 2026 1 likes How Canada broke its immigration …
Indians are also extremely racist 😂 so that whole crying over “White man bad” doesn’t really cut it
Indians are also extremely racist 😂 so that whole crying over “White man bad” doesn’t really cut it
Identity Attack0.6220118
Insult0.4555076
Profanity0.28938356
Threat0.02250864
Severe Toxicity0.16960317
Moderate 0.60311776 Low Con 0.269 Identity Attack Identity_Assertion
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Yhh that bike guy are the types of white dude who get their teeth knocked out..i really hope he can fight or he stays in his white trash town 😅
Yhh that bike guy are the types of white dude who get their teeth knocked out..i really hope he can fight or he stays in his white trash town 😅
Identity Attack0.5913144
Insult0.5270482
Profanity0.34391102
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.367 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
always remember: Living with white people is not human right.
always remember: Living with white people is not human right.
Identity Attack0.6649212
Insult0.42367843
Profanity0.20262444
Threat0.053330876
Severe Toxicity0.16960317
Moderate 0.6027529 Moderate Con 0.37 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Make AmeriKKKa WHITE PEDO Again
Make AmeriKKKa WHITE PEDO Again
Identity Attack0.5516043
Insult0.5015486
Profanity0.46460027
Threat0.34804323
Severe Toxicity0.53082085
Moderate 0.6027529 Low Con 0.127 Identity Attack Insult Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
I bet you wouldn't go to the rural South where poor white Americans rely on food stamps and government subsides to keep their shithole towns afloat.
I bet you wouldn't go to the rural South where poor white Americans rely on food stamps and government subsides to keep their shithole towns afloat.
Identity Attack0.5051593
Insult0.53014356
Profanity0.5188411
Threat0.012492486
Severe Toxicity0.15706694
Moderate 0.6027529 Low Con 0.284 Identity Attack Insult Comparative_Framing
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Where do I go…4th generation white Canadian. I want out. I hate living in India/Africa/Etc. My neighborhood reeks like curry all summer. Boycotting Tim Hortons. So much crime. Indians killing people in their semi trucks …
Where do I go…4th generation white Canadian. I want out. I hate living in India/Africa/Etc. My neighborhood reeks like curry all summer. Boycotting Tim Hortons. So much crime. Indians killing people in their semi trucks hauling drugs and stolen goods!!
Identity Attack0.6487889
Insult0.4555076
Profanity0.19524631
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.6027529 Moderate Con 0.486 Identity Attack Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Ah yes, we're already a dying minority globally, so why not just flood the last remaining barely majority white countries with millions of third world shitbreeders.
Ah yes, we're already a dying minority globally, so why not just flood the last remaining barely majority white countries with millions of third world shitbreeders.
Identity Attack0.5548181
Insult0.5130944
Profanity0.5365423
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.188 Identity Attack Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Dude said all the good white people moved out,, just us poor white trash people, that explains it🤣😂🤣😂
Dude said all the good white people moved out,, just us poor white trash people, that explains it🤣😂🤣😂
Identity Attack0.6007182
Insult0.5130944
Profanity0.36752504
Threat0.020264024
Severe Toxicity0.16960317
Moderate 0.6027529 Moderate Con 0.31 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Whites were the first immigrants on Canadian land now they are talking sh it about other Immigrants is really diabolic
Whites were the first immigrants on Canadian land now they are talking sh it about other Immigrants is really diabolic
Identity Attack0.5135796
Insult0.48627716
Profanity0.5318404
Threat0.011379151
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.269 Identity Attack
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I just see a lot of racist and bitter white ppl in this video
I just see a lot of racist and bitter white ppl in this video
Identity Attack0.5983441
Insult0.46476576
Profanity0.26621178
Threat0.015429466
Severe Toxicity0.070156105
Moderate 0.6027529 Moderate Con 0.361 Identity Attack
Oct 10, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Whites colonized india....now indians are doing reverse colonisation...karma bitch 😂😂 Why are u crying 😂😂
Whites colonized india....now indians are doing reverse colonisation...karma bitch 😂😂 Why are u crying 😂😂
Identity Attack0.5548181
Insult0.5362655
Profanity0.54024357
Threat0.13751452
Severe Toxicity0.45293763
Moderate 0.6027529 Low Con 0.178 Identity Attack Insult Identity_Assertion
Feb 25, 2026 3 likes Inside Canada's Indian Invasion...
I would prefer a muslim than a Hindu. As a white woman. A muslim wouldn’t stink.
I would prefer a muslim than a Hindu. As a white woman. A muslim wouldn’t stink.
Identity Attack0.6458014
Insult0.489133
Profanity0.29456177
Threat0.012699619
Severe Toxicity0.08332442
Moderate 0.60254884 Moderate Con 0.373 Identity Attack Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
I'm an Indian, and give these white people there beloved" tim hortons" back you guys! Damn. the racial profiling in this video is crazy "good white", "generally a dirty race". I'm currently in edmonton and …
I'm an Indian, and give these white people there beloved" tim hortons" back you guys! Damn. the racial profiling in this video is crazy "good white", "generally a dirty race". I'm currently in edmonton and the number of "white" people with piss in their pants i've seen is crazy . Stop racially profiling people it's never fun when it's done pointing at you, just so you know.
Identity Attack0.5502601
Insult0.48675314
Profanity0.5249258
Threat0.04233929
Severe Toxicity0.19761463
Moderate 0.60254884 Constructive 0.502 Identity Attack Moral_Argument
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.