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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: "Can this guy be OUR …" 1,684 comments · Page 11 of 68
Whenever you come back to Canada and you wanna see something crazy I am your guy Drove down in town from out of town with one of a kind hay wagon/home shop with $40,000 of …
Whenever you come back to Canada and you wanna see something crazy I am your guy Drove down in town from out of town with one of a kind hay wagon/home shop with $40,000 of tool in it lol In only one month got 31 breaking enter attempt 14 people threaten me with guns and crossbow lol But they’re all pussy scared of me 😂 I don’t blame them being scared they seen I was not afraid of bullet Thinking about setting them up with camera to show the world those stupid crackhead Still got videos and picture of them trying My life was a movie. and tell the police pull me over And rob 10k in front of my face with six witness
Identity Attack0.28034934
Insult0.5723624
Profanity0.46460027
Threat0.2836219
Severe Toxicity0.18232453
Moderate 0.5921536 Moderate Con 0.445 Insult Personal_Narrative
Feb 5, 2026 Inside Canada's Indian Invasion...
Wow super racist white guy on the bike! I am white and he made me feel bad dang!
Wow super racist white guy on the bike! I am white and he made me feel bad dang!
Identity Attack0.5548181
Insult0.48313886
Profanity0.28708664
Threat0.036149003
Severe Toxicity0.08595808
Moderate 0.5885171 Moderate Con 0.444 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh God, how funny that was with the Indian music and the guy talking about poop eating😂😂😂
Oh God, how funny that was with the Indian music and the guy talking about poop eating😂😂😂
Identity Attack0.32476485
Insult0.3388922
Profanity0.44249827
Threat0.027688526
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.324 Humor_Satire
Feb 4, 2026 Inside Canada's Indian Invasion...
What the bike guy is actually ssying is pure hate like ehat the f did the Muslim did or the afticans the question was about india and why he treats Islam as a race by …
What the bike guy is actually ssying is pure hate like ehat the f did the Muslim did or the afticans the question was about india and why he treats Islam as a race by saying the muslims? It's wierd that everyone in the comments is okay with what he said ( racism)
Identity Attack0.50515443
Insult0.47357693
Profanity0.5013569
Threat0.027170537
Severe Toxicity0.22207877
Moderate 0.5885171 Moderate Con 0.468 Identity Attack Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
That one guy really said Africa is dumb. A whole continent is dumb? And he is talking about how africans have low intelligence? Him thinking that a whole continent with over 1.5 billion people in …
That one guy really said Africa is dumb. A whole continent is dumb? And he is talking about how africans have low intelligence? Him thinking that a whole continent with over 1.5 billion people in it is dumb shows me that he in fact is the one with low intelligence. Ew..
Identity Attack0.46614665
Insult0.58196646
Profanity0.33954415
Threat0.01052473
Severe Toxicity0.02378681
Moderate 0.5885171 Low Con 0.217 Insult Meta_Commentary
Feb 8, 2026 4 likes Inside Canada's Indian Invasion...
The white guy literally said there’s only poor white trash left there. Pretty sad when a white Man says that. 🤦‍♀️
The white guy literally said there’s only poor white trash left there. Pretty sad when a white Man says that. 🤦‍♀️
Identity Attack0.6007182
Insult0.5130944
Profanity0.2801717
Threat0.011094344
Severe Toxicity0.044870634
Moderate 0.5885171 Low Con 0.264 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
they arent even trying to assimilate. their food sucks. if they want to stay, they should have to open up a KFC or mcdonalds. come one guys. you came to a better country. why not …
they arent even trying to assimilate. their food sucks. if they want to stay, they should have to open up a KFC or mcdonalds. come one guys. you came to a better country. why not eat the better western food? yall still eating that nasty turd world food? upgrade your food game.
Identity Attack0.28034934
Insult0.54525656
Profanity0.39670458
Threat0.00951496
Severe Toxicity0.041283876
Moderate 0.5885171 Low Con 0.157 Insult Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Everyone is glazing the bike guy even though he is openly a racist. This guy literally said "I hate all Africans. Terrible, terrible people." If you are agreeing with these statements then you should reflect …
Everyone is glazing the bike guy even though he is openly a racist. This guy literally said "I hate all Africans. Terrible, terrible people." If you are agreeing with these statements then you should reflect on yourself and your morals.
Identity Attack0.61901736
Insult0.489133
Profanity0.2188925
Threat0.02682521
Severe Toxicity0.14916596
Moderate 0.5885171 Moderate Con 0.425 Identity Attack Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
This guy is a Racist!! On every level
This guy is a Racist!! On every level
Identity Attack0.36702603
Insult0.54471385
Profanity0.2327678
Threat0.012699619
Severe Toxicity0.027833538
Moderate 0.5885171 Low Con 0.259 Insult Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Are these guys pretending or for real that they have no clue why liberals act that way? No need to have a lamp in daylight to figure this out: importing votes. This is liberal party …
Are these guys pretending or for real that they have no clue why liberals act that way? No need to have a lamp in daylight to figure this out: importing votes. This is liberal party business model how to stay in power and keep control. Who gives a rat ass about the rest,really? Sucked up and elbows are all the way to a promised land of diversity and inclusion.
Identity Attack0.099072486
Insult0.5130944
Profanity0.5188411
Threat0.01698343
Severe Toxicity0.051147457
Moderate 0.5885171 Low Con 0.256 Insult Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
5:13 “I love dudes honestly”. I’m as racist as the next guy. SAME BRO SAME. IF IT LOOKS LIKE A DUCK AND WALKS LIKE A DUCK… it’s a duck. Don’t wait for it to fing …
5:13 “I love dudes honestly”. I’m as racist as the next guy. SAME BRO SAME. IF IT LOOKS LIKE A DUCK AND WALKS LIKE A DUCK… it’s a duck. Don’t wait for it to fing quack lol
Identity Attack0.3817989
Insult0.4339631
Profanity0.29209393
Threat0.091630474
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.356
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
If the bike guy gets fired let’s all donate a shit ton of money to him.
If the bike guy gets fired let’s all donate a shit ton of money to him.
Identity Attack0.034300596
Insult0.37392882
Profanity0.6242122
Threat0.04718852
Severe Toxicity0.02406851
Moderate 0.5885171 Low Con 0.285 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
U vote the left that's all that's gonna be left Man u guys need a president like trump who has the balls
U vote the left that's all that's gonna be left Man u guys need a president like trump who has the balls
Identity Attack0.06294931
Insult0.40243408
Profanity0.45706853
Threat0.015429466
Severe Toxicity0.02373986
Moderate 0.584095 Low Con 0.249
Jan 27, 2026 Inside Canada's Indian Invasion...
7:56 This shirtless guy is an absolute clown. He's complaining about immigration yet he himself is an unhappy immigrant. If he's so unhappy, why doesn't he go back to Poland? Also, calling Canada communist is …
7:56 This shirtless guy is an absolute clown. He's complaining about immigration yet he himself is an unhappy immigrant. If he's so unhappy, why doesn't he go back to Poland? Also, calling Canada communist is hilarious considering that it has a free market economy, a multiparty democracy, free elections and protected right to free expression and free assembly.
Identity Attack0.17614605
Insult0.6370372
Profanity0.12903778
Threat0.009281937
Severe Toxicity0.021419114
Moderate 0.584095 Moderate Con 0.443 Insult Meta_Commentary
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
5:36 Man this guy is so racist. Even the racist guy doesn't have much bad to say.
5:36 Man this guy is so racist. Even the racist guy doesn't have much bad to say.
Identity Attack0.3802808
Insult0.4596616
Profanity0.2347036
Threat0.025271246
Severe Toxicity0.03590374
Moderate 0.5779532 Low Con 0.255 Moral_Argument
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
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...
FYI, The worst class of Indians are going to Canada btw, my reply to that racist guy.
FYI, The worst class of Indians are going to Canada btw, my reply to that racist guy.
Identity Attack0.55044734
Insult0.5130944
Profanity0.11539881
Threat0.0103175985
Severe Toxicity0.023076924
Moderate 0.5779532 Low Con 0.276 Identity Attack Insult Identity_Assertion
Mar 1, 2026 Inside Canada's Indian Invasion...
Based bicycle guy, (except for calling himself White trash)
Based bicycle guy, (except for calling himself White trash)
Identity Attack0.5135796
Insult0.5678696
Profanity0.3051381
Threat0.008246276
Severe Toxicity0.024350211
Moderate 0.57271194 Moderate Con 0.326 Identity Attack Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I wish they shampoo their hair and used soap. I saw one guy at a gym, his hair was touching the ground and smelled like sh!t. I had to run out to breathe.
I wish they shampoo their hair and used soap. I saw one guy at a gym, his hair was touching the ground and smelled like sh!t. I had to run out to breathe.
Identity Attack0.029144434
Insult0.4339631
Profanity0.64460015
Threat0.012699619
Severe Toxicity0.023505108
Moderate 0.57271194 Constructive 0.524 Unverified_Claim
Oct 26, 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...
@14:50 the guy saying Hindus don't discriminate against other religions is lying through his teeth. Ask him if they would allow a >> 100 foot statue of Jesus or St Peter <<, or a new …
@14:50 the guy saying Hindus don't discriminate against other religions is lying through his teeth. Ask him if they would allow a >> 100 foot statue of Jesus or St Peter <<, or a new mosque in any major Indian city, maybe Delhi... they will lynch a christian in a blink of an eye if he tried it. Bunch of liars and sc8mer5 is what these guys are...🤬
Identity Attack0.46028158
Insult0.6149945
Profanity0.23083201
Threat0.2836219
Severe Toxicity0.05025077
Moderate 0.57271194 Moderate Con 0.31 Insult
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
9:00 Guy complaining about people walking around naked in their own homes. DUDE, you are walking around naked OUTSIDE wtf. 😂
9:00 Guy complaining about people walking around naked in their own homes. DUDE, you are walking around naked OUTSIDE wtf. 😂
Identity Attack0.099899694
Insult0.2817503
Profanity0.44249827
Threat0.039256934
Severe Toxicity0.1597006
Moderate 0.5721988 Low Con 0.299
Jan 14, 2026 4 likes Inside Canada's Indian Metropolis (Brampton)
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the …
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the "bike guy," we're tired of mass immigration of these people who....ALL.....VOTE.....LIBERAL. This is how clowns like Justine Trudeau got into power. Immigrants keep voting for the "open border Liberals. DEPORT THEM ALL.
Identity Attack0.4911651
Insult0.5723624
Profanity0.10240069
Threat0.11922921
Severe Toxicity0.023974609
Moderate 0.5721988 Constructive 0.556 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Most Indi*n scammers you meet are from Punj*b. They mostly earn from esco*ts website by exploiting ho*ny guys. They pose as esco*ts and take money in advance and never turns up. Of course they are …
Most Indi*n scammers you meet are from Punj*b. They mostly earn from esco*ts website by exploiting ho*ny guys. They pose as esco*ts and take money in advance and never turns up. Of course they are not alone but there are Pakist*nis as well. They are actually cousins with different religions.
Identity Attack0.55044734
Insult0.563347
Profanity0.49259362
Threat0.13178273
Severe Toxicity0.35368225
Moderate 0.5721988 Constructive 0.528 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
I live in suburban Toronto right next to Brampton, thanks for bringing attention to this matter. Everything you showed in this video is 100% facts. These guys have turned Toronto into a crime-ridden shithole, tons …
I live in suburban Toronto right next to Brampton, thanks for bringing attention to this matter. Everything you showed in this video is 100% facts. These guys have turned Toronto into a crime-ridden shithole, tons of home invasions, auto thefts and robberies are through the roof, taking all of the jobs and opportunities away from young Canadians, etc. Youth unemployment in Canada is 25% all because of these guys. These Indians use these shitty no-name "colleges" to sneak their way into Canada and then don't leave when their visas expire and work illegally under table, not paying taxes on their income like the rest of us do. In Brampton, you'll often find 3-4+ families living in the same house. Pretty much any restaurant or establishment you go to, there will be mostly Indians working there, barely any white people. It's a plague.
Identity Attack0.5135796
Insult0.5177041
Profanity0.50818664
Threat0.03718498
Severe Toxicity0.17926651
Moderate 0.5721988 Constructive 0.719 Identity Attack Insult
Jan 27, 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.