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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: "Here for the comments about …" 267 comments · Page 1 of 11
Cry more muslims 😂😂😂😂 crying hard in comment section 😂😂😂😂😂😂 fuck islam 😂😂😂😂🖕🤮🤮🤮🤮🇵🇰
Cry more muslims 😂😂😂😂 crying hard in comment section 😂😂😂😂😂😂 fuck islam 😂😂😂😂🖕🤮🤮🤮🤮🇵🇰
Identity Attack0.7816553
Insult0.66500133
Profanity0.80158395
Threat0.34804323
Severe Toxicity0.61260825
Toxic 0.9391453 Low Con 0.196 Identity Attack Insult Identity_Assertion
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
All the racist in one video and in comments so its more like racist meeting fuck you all jokers
All the racist in one video and in comments so its more like racist meeting fuck you all jokers
Identity Attack0.39677486
Insult0.6306599
Profanity0.78491896
Threat0.13616586
Severe Toxicity0.45895407
Toxic 0.9248995 Low Con 0.141 Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Pissed white flakes crying in comments. you can't do shit, CUCKS🤣😂
Pissed white flakes crying in comments. you can't do shit, CUCKS🤣😂
Identity Attack0.55044734
Insult0.72756535
Profanity0.8089582
Threat0.03304107
Severe Toxicity0.45895407
Toxic 0.911035 Low Con 0.135 Identity Attack Insult Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Racist son of a ..... I av un- subscribed , ,,,,` grateful to the indians as opposed to the Africans` ,... intelligence level is like down syndrome ` and you put those comments in the …
Racist son of a ..... I av un- subscribed , ,,,,` grateful to the indians as opposed to the Africans` ,... intelligence level is like down syndrome ` and you put those comments in the video ,` here is a thought ,Take your sorry ass back to Europe Tyler ,leave americas for the natives ...idiot
Identity Attack0.55044734
Insult0.7804726
Profanity0.57236236
Threat0.06820184
Severe Toxicity0.45895407
Toxic 0.8988238 Low Con 0.245 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
This bitch is about to disable all her comments on her media for how much she doesn't care
This bitch is about to disable all her comments on her media for how much she doesn't care
Identity Attack0.16159154
Insult0.7497506
Profanity0.78491896
Threat0.030969119
Severe Toxicity0.35368225
Toxic 0.8988238 Low Con 0.249 Insult Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Racist ass video. Majority of the people in this comment section seem to be dumb enough to believe everything this guy says. lol
Racist ass video. Majority of the people in this comment section seem to be dumb enough to believe everything this guy says. lol
Identity Attack0.37507164
Insult0.67254376
Profanity0.70864636
Threat0.040638234
Severe Toxicity0.35368225
Toxic 0.8778702 Low Con 0.143 Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
@pwila Fkface beatch having a mental breakdown under comments thinking anyone who hates their restarded arse is a muslim😂
@pwila Fkface beatch having a mental breakdown under comments thinking anyone who hates their restarded arse is a muslim😂
Identity Attack0.6227552
Insult0.71027446
Profanity0.70864636
Threat0.09776353
Severe Toxicity0.45895407
Toxic 0.8696708 Low Con 0.219 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
@pwila yho modrs pussy is the only thing weak ever and gets graped everytime yho brownhole farts under comments😂 beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever …
@pwila yho modrs pussy is the only thing weak ever and gets graped everytime yho brownhole farts under comments😂 beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever fuckand grape and do whatever with yho raindy beatch modrs ever cvckold pos can never even touch anyone irl. So sybau and go eat Puop somewhere pos pjeeet grepist grepland inbred restard.@pwila this restard thoight iam pakistani abdul🤮🤮🖕🏻🖕🏻
Identity Attack0.5135796
Insult0.71120167
Profanity0.7673477
Threat0.44942492
Severe Toxicity0.6866667
Toxic 0.8460273 Low Con 0.242 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
@pwila yho modrs pussy is the only thing weak ever and gets graped everytime yho brownhole farts under comments😂 beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever …
@pwila yho modrs pussy is the only thing weak ever and gets graped everytime yho brownhole farts under comments😂 beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever fuckand grape and do whatever with yho raindy beatch modrs ever cvckold pos can never even touch anyone irl. So sybau and go eat Puop somewhere pos pjeeet grepist grepland inbred restard.@pwila this restard thoight iam pakistani abdul🤮🤮🖕🏻🖕🏻
Identity Attack0.5135796
Insult0.71120167
Profanity0.7654259
Threat0.46976724
Severe Toxicity0.6866667
Toxic 0.8403191 Low Con 0.242 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
🤬😡 that bike guy was an absolute a*shole. I'm not from Africa, but calling an entire continent stupid is just pathetic. shame on all the cockroaches in the comment section supporting him. idiots like him …
🤬😡 that bike guy was an absolute a*shole. I'm not from Africa, but calling an entire continent stupid is just pathetic. shame on all the cockroaches in the comment section supporting him. idiots like him are the reason stereotyping and generalization still exists. even if a smart guy came from Africa tomorrow, these people will still discriminate against him because of "his" background. absolutely retarded. these uneducated poor illiterate pigs who has failed in their lives are now hating on immigration to feel good about themselves. f*ck these racist dude, and all the idiots supporting him thinking it's funny and cool.
Identity Attack0.41975367
Insult0.7967344
Profanity0.5381406
Threat0.049774777
Severe Toxicity0.44787344
Toxic 0.8299589 Moderate Con 0.419 Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Cry more muslims 😂😂😂😂 pakistani abdul crying hard in comment section 😂😂😂😂 fuck islam 🖕🤮🤮🤮🤮🇵🇰
Cry more muslims 😂😂😂😂 pakistani abdul crying hard in comment section 😂😂😂😂 fuck islam 🖕🤮🤮🤮🤮🇵🇰
Identity Attack0.7426507
Insult0.7497506
Profanity0.7654259
Threat0.5250885
Severe Toxicity0.71338886
Toxic 0.82048255 Low Con 0.188 Identity Attack Insult Threat Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
THERE ARE SO MANY RACISTS IN THE COMMENTS GOD DAMN
THERE ARE SO MANY RACISTS IN THE COMMENTS GOD DAMN
Identity Attack0.3043136
Insult0.47384647
Profanity0.70864636
Threat0.013269233
Severe Toxicity0.34997055
Toxic 0.78711975 Low Con 0.167 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
@pwilla Fkface beatch having a mental breakdown under comments thinking anyone who hates their restarded arse is a muslim. I am never a muslim, only pwilla and his modr is forever muslim.
@pwilla Fkface beatch having a mental breakdown under comments thinking anyone who hates their restarded arse is a muslim. I am never a muslim, only pwilla and his modr is forever muslim.
Identity Attack0.6007182
Insult0.67735565
Profanity0.64657205
Threat0.07476458
Severe Toxicity0.45895407
Toxic 0.7856813 Low Con 0.245 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Damn this comment section is a cesspool of racists
Damn this comment section is a cesspool of racists
Identity Attack0.39870077
Insult0.5739874
Profanity0.6919765
Threat0.012647836
Severe Toxicity0.23340854
Toxic 0.7701451 Low Con 0.198 Insult Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Comments hyping that guy on the bike up lol nah take that racist shit out of my country. Just because a couple are bad does not mean the majority are
Comments hyping that guy on the bike up lol nah take that racist shit out of my country. Just because a couple are bad does not mean the majority are
Identity Attack0.39461556
Insult0.563347
Profanity0.70864636
Threat0.028379176
Severe Toxicity0.23225145
Toxic 0.7701451 Low Con 0.29 Insult Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Guy on the bike is a Zio*nist MF. You can tell from him comments. I bet you that you don't clean your sefl after rest room and I can see that yiou smell like pi*g.
Guy on the bike is a Zio*nist MF. You can tell from him comments. I bet you that you don't clean your sefl after rest room and I can see that yiou smell like pi*g.
Identity Attack0.43256098
Insult0.7344449
Profanity0.5318404
Threat0.027688526
Severe Toxicity0.24482845
Toxic 0.76523775 Moderate Con 0.319 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
The irony of all these comments by people who are at most 3rd generation immigrants, let's be honest, if you aren't native American, you can just shut the f*ck up, hahahaha
The irony of all these comments by people who are at most 3rd generation immigrants, let's be honest, if you aren't native American, you can just shut the f*ck up, hahahaha
Identity Attack0.48915586
Insult0.5678696
Profanity0.68353343
Threat0.029587816
Severe Toxicity0.34969926
Toxic 0.76523775 Low Con 0.272 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
OK —> YOU CROOKED POLITICIANS HAVE FK’D UP OUR COUNTRY WITH MASS MUSLIM MIGRATION - WE ARE AWARE OF YOUR PATHETIC RACIAL COMMENTS - NOW DEPORT BEFORE PROTESTING TURNS INTO FULL WAR !!
OK —> YOU CROOKED POLITICIANS HAVE FK’D UP OUR COUNTRY WITH MASS MUSLIM MIGRATION - WE ARE AWARE OF YOUR PATHETIC RACIAL COMMENTS - NOW DEPORT BEFORE PROTESTING TURNS INTO FULL WAR !!
Identity Attack0.57554024
Insult0.6798578
Profanity0.36302176
Threat0.108496375
Severe Toxicity0.26766825
Toxic 0.7510937 Low Con 0.289 Identity Attack Insult Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
That goofball with the helmet on has the audacity to talk about Africans like his dirty ass not on a bike looking like he doesn’t contribute a thing to the Canadian society. Like white men …
That goofball with the helmet on has the audacity to talk about Africans like his dirty ass not on a bike looking like he doesn’t contribute a thing to the Canadian society. Like white men didn’t rape black women for hundreds of years. I hate he gives ignorant bums like that such a large platform to express their racism. As an African American I find his comments highly offensive. Although I know he’s not educated enough to know any better because he considered himself “white trash” that was the only accurate thing he said
Identity Attack0.5948528
Insult0.71120167
Profanity0.541926
Threat0.2836219
Severe Toxicity0.457266
Toxic 0.73663366 Moderate Con 0.419 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Here's a comment for you. Totally remove our government, and remove every single Muslim from our country
Here's a comment for you. Totally remove our government, and remove every single Muslim from our country
Identity Attack0.7778623
Insult0.39743927
Profanity0.2263305
Threat0.52199906
Severe Toxicity0.35368225
Toxic 0.7252971 Low Con 0.283 Identity Attack Threat
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
You know what all the whites are homeless with all the white privilege and it’s funny listen reason why hate comments are more because all the haters don’t have jobs 😂😂😂😂 they don’t work but …
You know what all the whites are homeless with all the white privilege and it’s funny listen reason why hate comments are more because all the haters don’t have jobs 😂😂😂😂 they don’t work but want money 😂😂😂😂 so they are free all the time and comment shit stuff about hard working immigrants 😂😂😂
Identity Attack0.57957685
Insult0.48627716
Profanity0.5013569
Threat0.039256934
Severe Toxicity0.3525603
Toxic 0.72028047 Low Con 0.294 Identity Attack
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
white cucks crying in comments🤣🤣🤣🤣🤣🤣🤣
white cucks crying in comments🤣🤣🤣🤣🤣🤣🤣
Identity Attack0.6007182
Insult0.563347
Profanity0.48510036
Threat0.029587816
Severe Toxicity0.35130173
Toxic 0.71760553 Low Con 0.176 Identity Attack Insult Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
The eating poop comment had me dying😂😂😂😂😂😂😂😂 There God is half human and half monkey😂😂😂😂😂
The eating poop comment had me dying😂😂😂😂😂😂😂😂 There God is half human and half monkey😂😂😂😂😂
Identity Attack0.2839175
Insult0.44464502
Profanity0.48510036
Threat0.13599728
Severe Toxicity0.35094213
Moderate 0.6989911 Low Con 0.26
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Indian, most of the people in the comment section blame trudeau, Jagmeet, ndp and liberals for this. But i think the dumb Canadians are fully responsible for all of these. From 2015 to …
As a Indian, most of the people in the comment section blame trudeau, Jagmeet, ndp and liberals for this. But i think the dumb Canadians are fully responsible for all of these. From 2015 to reelecting the same shit government that created all this chaos.
Identity Attack0.55044734
Insult0.6677319
Profanity0.541926
Threat0.011146127
Severe Toxicity0.16960317
Moderate 0.6989911 Moderate Con 0.49 Identity Attack Insult
Jun 24, 2025 1 likes How Canada broke its immigration …
@pwila pjeetpoopeater... His restard brownhole read and understood all the comments graping him and his mom etc...🤣but incoherent copy-paste bot illiterate couldn't form a sentence to reply fast so ran away 🤣 his greped brownhole …
@pwila pjeetpoopeater... His restard brownhole read and understood all the comments graping him and his mom etc...🤣but incoherent copy-paste bot illiterate couldn't form a sentence to reply fast so ran away 🤣 his greped brownhole will comeback after using chatgpt but I will never be here only my channel bio will be, as reply🤣 Not gonna visit this comment section again 🤮🤮🤮 it st!!!nks 👳🏿‍♂️🤡🖕🏻🤡🤮🤮 so disgusting showing their culture in comments 🖕🏻🤡🤮🤮🤮🤮pos resrards Restarteds can get reply from my channel bio though always.
Identity Attack0.2846865
Insult0.6336687
Profanity0.4370703
Threat0.13815513
Severe Toxicity0.45895407
Moderate 0.687436 Low Con 0.257 Insult Identity_Assertion
Jan 29, 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.