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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 #}

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Active: "I’m just here for the …" 1,009 comments · Page 5 of 41
Wanna ruin any first world country, just give visas to as much Indians as you can…. I’m not R4CIST but seriously these Indians need to work on their civic and common sense asap! Now they’re …
Wanna ruin any first world country, just give visas to as much Indians as you can…. I’m not R4CIST but seriously these Indians need to work on their civic and common sense asap! Now they’re invading even Mexico 🇲🇽 with their hindu culture💩 and there’s no way back!! 👏
Identity Attack0.60238177
Insult0.47357693
Profanity0.3033754
Threat0.13616586
Severe Toxicity0.3492342
Moderate 0.5885171 Moderate Con 0.33 Identity Attack Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of …
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of my country, your disgusting religion and culture is not welcome here. You will not be tolerated by the people. The government may welcome you, the people will not. You'll have to cull the white population in Canada to silence this movement against Muslim immigrants. Worthless people with no humanity, not even for each other, they only care about their religion and nothing else. Calling them human I think at this point is a stretch. My cat has more emotional maturity and regulation then Muslims. Absolutely vile "people".
Identity Attack0.58743036
Insult0.5678696
Profanity0.19524631
Threat0.10389658
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.431 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
I’m all for DEI..DEPORT EVERY INDIAN
I’m all for DEI..DEPORT EVERY INDIAN
Identity Attack0.6458014
Insult0.34782293
Profanity0.20592089
Threat0.32665333
Severe Toxicity0.33047765
Moderate 0.5885171 Moderate Con 0.366 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
BROWN FATIGUE IS REAL!!! I’m a 6th generation Canadian and we need remigration now! It’s a cesspool!! These people will shit in the street or the beach, they don’t shower and refuse to respect our …
BROWN FATIGUE IS REAL!!! I’m a 6th generation Canadian and we need remigration now! It’s a cesspool!! These people will shit in the street or the beach, they don’t shower and refuse to respect our country!! We have so many getting commercial licenses and killing Canadians on the hwys just like they are in the US!!
Identity Attack0.46028158
Insult0.49151286
Profanity0.44249827
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.453 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Fun how Canada if against these fraudes 79k person But when Lebanon decided to kick the 2.5Millions Syrians in Lebanon 4.5 M lebanese who. Has no papers only 300k have legal papers no rights and …
Fun how Canada if against these fraudes 79k person But when Lebanon decided to kick the 2.5Millions Syrians in Lebanon 4.5 M lebanese who. Has no papers only 300k have legal papers no rights and even confirmed by the UNHCR , and that we have no data for their criminal record and they create lot of crimes and when its in their advantage all one them goes for holidays in Syria " while its supposed to be dangerous" Canada opposed on returning them . Hahah stupid government I think I will support these fraudulent indian lol * nah I dont support them * but you need to be fair , you dont wanna take those Syrians no country wanted them and you dont want Lebanon to return them
Identity Attack0.32476485
Insult0.6308392
Profanity0.22562476
Threat0.0824309
Severe Toxicity0.023076924
Moderate 0.5885171 Constructive 0.55 Insult
Sep 29, 2025 IRCC Names India in Study …
I’m not racist, but I don’t go to Singh Hortons anymore. Not gonna spend money to get a coffee made poorly and tastes like ass. They do this on purpose, so that they don’t ever …
I’m not racist, but I don’t go to Singh Hortons anymore. Not gonna spend money to get a coffee made poorly and tastes like ass. They do this on purpose, so that they don’t ever get busy.
Identity Attack0.10221587
Insult0.4534306
Profanity0.5013569
Threat0.01119791
Severe Toxicity0.02444411
Moderate 0.5885171 Moderate Con 0.415 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm Indian I hate them
I'm Indian I hate them
Identity Attack0.5689151
Insult0.3126888
Profanity0.29209393
Threat0.043309137
Severe Toxicity0.024819711
Moderate 0.584095 Moderate Con 0.404 Identity Attack Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
I’m as racist as the next guy. Anyone can get it. Indian, Mexican, Africans , white men , Jewishman, Caribbean, Musliman
I’m as racist as the next guy. Anyone can get it. Indian, Mexican, Africans , white men , Jewishman, Caribbean, Musliman
Identity Attack0.5983441
Insult0.27763805
Profanity0.2395431
Threat0.11309616
Severe Toxicity0.16960317
Moderate 0.5779532 Moderate Con 0.35 Identity Attack Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
The entire province of Ontario is starting to look like Brampton. I live in Guelph and I just quit my job after only 3 months because I had to keep telling my supervisor that I …
The entire province of Ontario is starting to look like Brampton. I live in Guelph and I just quit my job after only 3 months because I had to keep telling my supervisor that I didn't speak Indian!!! I'm not working another second until every Indian is deported. I am not training a terrorist to be a normal citizen. They're all saboting scumbags too. Especially the gen z Indians! They are the worst. Lazy, entitled, always on their phones and constantly wonders why white ppl work so hard. Yknow if you work hard your day will go by quicker.
Identity Attack0.5516043
Insult0.5678696
Profanity0.36230123
Threat0.04686524
Severe Toxicity0.16960317
Moderate 0.57271194 Constructive 0.562 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
this isn’t funny it’s racist. calling out issues doesn’t mean insulting all indians. canada isn’t a white country so asking only checking for white employees is wild. i’m african and that biker pissed me off. …
this isn’t funny it’s racist. calling out issues doesn’t mean insulting all indians. canada isn’t a white country so asking only checking for white employees is wild. i’m african and that biker pissed me off. I'm probably smarter than him. some africans being illiterate doesn't make them stupid and indians don't eat poop. leaving what he said in the video without calling it out looks like you agree. every group has bad drivers. every group has bad people- like the biker guy. stop the stereotype. imagine judging all white people off the biker guy. that’s what you’re doing. it’s not fair.
Identity Attack0.4911651
Insult0.5130944
Profanity0.40878695
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.57271194 Constructive 0.661 Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians are in fact not nice people, as a Canadian I can confirm this and I'm not sure why everyone disagrees. They only hire each other, they are extremely rude and refuse to interact with …
Indians are in fact not nice people, as a Canadian I can confirm this and I'm not sure why everyone disagrees. They only hire each other, they are extremely rude and refuse to interact with anyone who isn't them, and they bring their class system they have in India here as well. They are some of the worst people I have ever had the displeasure of dealing with.
Identity Attack0.6220118
Insult0.5130944
Profanity0.20700185
Threat0.012854968
Severe Toxicity0.104393706
Moderate 0.57271194 Constructive 0.656 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
At this point. We need trump. 😢just make us the 51st state. One flight to Florida? Trump getting shit done? I’m in!
At this point. We need trump. 😢just make us the 51st state. One flight to Florida? Trump getting shit done? I’m in!
Identity Attack0.045901958
Insult0.40243408
Profanity0.6069483
Threat0.013579931
Severe Toxicity0.023458159
Moderate 0.5716857 Moderate Con 0.409
Oct 21, 2025 1 likes IRCC Names India in Study …
I’m not against immigration, I’m against the governments stupidity. They must be employable, believe in democracy and free speech. And not be a burden on the taxpayers… carneys another Trudeau…. Stop bringing in the ones …
I’m not against immigration, I’m against the governments stupidity. They must be employable, believe in democracy and free speech. And not be a burden on the taxpayers… carneys another Trudeau…. Stop bringing in the ones that don’t want to join us and become Canadians.
Identity Attack0.2774022
Insult0.6109131
Profanity0.2298641
Threat0.009126588
Severe Toxicity0.02116089
Moderate 0.5716857 Moderate Con 0.409 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
On the one hand, you can't blame people for not wanting to be in India. But, more importantly, these are the people that made India the shithole it is lol I'm ready for Judgment Day.
On the one hand, you can't blame people for not wanting to be in India. But, more importantly, these are the people that made India the shithole it is lol I'm ready for Judgment Day.
Identity Attack0.48990932
Insult0.47020787
Profanity0.5249258
Threat0.035458352
Severe Toxicity0.16960317
Moderate 0.5716857 Moderate Con 0.389
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Feed up is right , this all started when the RCMP let a fu,,,,,, Indian to wear a Turban with RCMP uniform on …..this is wrong,,, you join a baseball team you wear the uniform,,, …
Feed up is right , this all started when the RCMP let a fu,,,,,, Indian to wear a Turban with RCMP uniform on …..this is wrong,,, you join a baseball team you wear the uniform,,, not you fu,,,, turban. I lot my job to immigrate. In my country,,, I’m a Métis,,I’m not a immigrant.. WTF ???
Identity Attack0.5039629
Insult0.47384647
Profanity0.46460027
Threat0.01698343
Severe Toxicity0.16960317
Moderate 0.568186 Moderate Con 0.424 Identity Attack Identity_Assertion
Sep 9, 2025 Why Canadians Are Turning Against …
I'm tired of all these indians here
I'm tired of all these indians here
Identity Attack0.6320481
Insult0.40243408
Profanity0.26463717
Threat0.050098058
Severe Toxicity0.1597006
Moderate 0.568186 Moderate Con 0.332 Identity Attack Identity_Assertion
Oct 7, 2025 IRCC Names India in Study …
I went through a drive thru in Weyburn Saskatchewan and almost shit my pants when I seen (1) white guy working there, 99% Indian in the smack dab middle of the country, and it’s like …
I went through a drive thru in Weyburn Saskatchewan and almost shit my pants when I seen (1) white guy working there, 99% Indian in the smack dab middle of the country, and it’s like this everywhere. Have heard half a dozen times from separate ppl that they were asked if they spoke Hindi or Punjabi to work at Tim Hortons because “all the staff spoke it” they take our jobs because they accept lower wages. I’m just fatigued, it just sucks because I know the vast majority of Indians before 2020 were actually nice and adaptable decently well. Now when you go out to eat or buy groceries you don’t even get a “have a nice day” which is a Canadian custom IMO. Most of the time besides the transaction details, they will not speak to you.
Identity Attack0.5135796
Insult0.47384647
Profanity0.541926
Threat0.06820184
Severe Toxicity0.2391185
Moderate 0.56269526 Constructive 0.724 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
Identity Attack0.6413409
Insult0.4596616
Profanity0.089370176
Threat0.013165667
Severe Toxicity0.042180564
Moderate 0.55739564 Moderate Con 0.391 Identity Attack
Aug 29, 2025 Why Canadians Are Turning Against …
NOTICE HOW NONE OF THEM SAY THEIR CANADIAN....because they aren't. I'm Canadian (my family has been here for 150+ yrs) We absolutely hate these street shi tt3. r5 and i use to live in Mississauga …
NOTICE HOW NONE OF THEM SAY THEIR CANADIAN....because they aren't. I'm Canadian (my family has been here for 150+ yrs) We absolutely hate these street shi tt3. r5 and i use to live in Mississauga so i know how grotesque they are. ABSOLUTE P@r@s¡t3s Even my 4yr old says he wouldn’t pull down his pants & poop on a bus….JS
Identity Attack0.28034934
Insult0.4962726
Profanity0.4242778
Threat0.027515862
Severe Toxicity0.1597006
Moderate 0.55739564 Constructive 0.548
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
These rednecks had generations to make something of themselves. That one poor looking white guy in the beginning should be ashamed of his ancestors for not making his life easier. My dad came in 1974 …
These rednecks had generations to make something of themselves. That one poor looking white guy in the beginning should be ashamed of his ancestors for not making his life easier. My dad came in 1974 from India and worked his ass off. Drive a truck, taxi, and worked construction. Now I’m a CPA and my brother is a bloody doctor. No joke. In 1 generation. That’s how it’s done. It’s their own fault. They couldn’t make something of it, so we will. If you don’t like it, then just do what you tell us to do: get out.
Identity Attack0.50515765
Insult0.5497792
Profanity0.44431314
Threat0.0475118
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.598 Identity Attack Insult Personal_Narrative
Feb 1, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
I’m just happy white ppl are mad. Ask the natives how they felt when your ancestors genocide millions of natives. Your white politicians did this because you whites are lazy and only want office jobs …
I’m just happy white ppl are mad. Ask the natives how they felt when your ancestors genocide millions of natives. Your white politicians did this because you whites are lazy and only want office jobs with work life balance. Immigrants are willing to work low end jobs.
Identity Attack0.5948528
Insult0.48228607
Profanity0.2347036
Threat0.08703069
Severe Toxicity0.04666401
Moderate 0.5566829 Moderate Con 0.471 Identity Attack Moral_Argument
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
The Irony of the guy on the bike saying that indians eat poop and rape in Africa is culture wow! I'm sure it's not our kind that eats human flesh and S/A children in the …
The Irony of the guy on the bike saying that indians eat poop and rape in Africa is culture wow! I'm sure it's not our kind that eats human flesh and S/A children in the past and it's still happening today but buddy looks like he'd be good friends with epstein😮
Identity Attack0.49855098
Insult0.46774593
Profanity0.39498812
Threat0.20544581
Severe Toxicity0.22513679
Moderate 0.5566829 Moderate Con 0.341 Moral_Argument
Feb 12, 2026 Inside Canada's Indian Invasion...
Even the 2nd generation info Canadians I grew up hate these new fucking wave it isn't a white vs brown it's Canadians vs those who won't adapt My wife's Russian speaks Russian my kids speak …
Even the 2nd generation info Canadians I grew up hate these new fucking wave it isn't a white vs brown it's Canadians vs those who won't adapt My wife's Russian speaks Russian my kids speak Russian So I'm not against immigration People saying they can't find work just aren't willing to look around in my city I can think of 10 plus company's hiring but it's construction but immigrants look down on it as it was low paying not respected etc back home Prime example is central america
Identity Attack0.49032792
Insult0.4302003
Profanity0.5188411
Threat0.02250864
Severe Toxicity0.16960317
Moderate 0.5559701 Constructive 0.797 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with …
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with the fluorenscent vest claims!!! We have African brothers and sisters who are basically geniuses. We have that, too, better than whites. Inventions made by Blacks but, the white man wanted the credit so bad for it. That's your story, anything Africans/Blacks create, y'all want to steal and, "make it ours" and you alter history books and other storytelling materials for that. You people have a serious issue and he claims whites as being the good ones? 😂😂 Seriously, this bullshit boils my blood, it makes me sick. No one is good except God! Just because you do not understand another man's culture, it doesn't mean he's of low intelligence. Same language dialects. I can't believe he said such bullshit about my people! Does he mingle with us or know us?! He looks like he's probably stayed in Canada all his life until now. This is pathetic but I know you whites are just afraid and terrified of us. I'll never forget the way we suffered and still are.
Identity Attack0.55044734
Insult0.48484445
Profanity0.48510036
Threat0.06863153
Severe Toxicity0.23225832
Moderate 0.5532103 Constructive 0.654 Identity Attack Moral_Argument
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
Screw the baby, I'm never going to USA again.
Screw the baby, I'm never going to USA again.
Identity Attack0.004218041
Insult0.12076403
Profanity0.20797727
Threat0.008102497
Severe Toxicity0.00007874764
Moderate 0.5514397
Dec 7, 2025

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.