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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: "That's our boy!" 60 comments · Page 1 of 3
Africans and secular Muslims are not even comparable to Indians look at el kaide or American movies and please stop your Muslim African racism fuck your white fat hamburger boy McDonald culture you uncultured bastard
Africans and secular Muslims are not even comparable to Indians look at el kaide or American movies and please stop your Muslim African racism fuck your white fat hamburger boy McDonald culture you uncultured bastard
Identity Attack0.82739437
Insult0.8082062
Profanity0.83974665
Threat0.13815513
Severe Toxicity0.61260825
Toxic 0.95048624 Low Con 0.172 Identity Attack Insult Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
only epstine and prince Andrew allowed to play with white boys ????? lol what culture Canada .. its a market place only fans .,.. and incest born fat whitey poop face see poop everywhere of …
only epstine and prince Andrew allowed to play with white boys ????? lol what culture Canada .. its a market place only fans .,.. and incest born fat whitey poop face see poop everywhere of course cos he is full of poop .. fat poop
Identity Attack0.6007182
Insult0.71120167
Profanity0.4894185
Threat0.061089642
Severe Toxicity0.45895407
Toxic 0.8403191 Low Con 0.098 Identity Attack Insult Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these …
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these are normal ads with only men of color and white women; it's normal; why taht is not normal in any other fucking corner of the earth to promote this type of mulatization except North America and Europe??? Why? Racism?
Identity Attack0.6458014
Insult0.5362655
Profanity0.71218073
Threat0.11002964
Severe Toxicity0.45895407
Toxic 0.7675452 Low Con 0.297 Identity Attack Insult Unverified_Claim
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning …
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning & replacing woke Judges, & Republicans in state/Fed. Govt.. with true Patriots. We've been so heavily undermined from China & Dems/Communists.. That they were 80-90% completed with seizing 🇺🇸 too. Along with the mass invasion (to fraudulently boost Census #'s/House seats/Electoral College votes/new voters).. They're also trying to break America's back financially. With massive welfare, abuse, fraud, corruption & debt. (HENCE why the Left loves/defends fraud). And 80% of (R's) in Congress are weak, soft, bought & cucked. They dont even fight back. They're ALLOWING the collapse & Commie takeover. We need to support based candidates AND run for local/state/federal office, apply at agencies, start nonprofits & political groups. And organize MASSIVE protests to get more action/accountability from Trump/DOJ/Congress etc. The Left is willing TO DIE for their twisted beliefs... We MUST be willing to risk EVEN HALF as much to save this nation. Even half of what our Forefathers did in 1776, CW, WW2. Its now or never boys. Deus Vult 🇺🇲🇺🇲🇺🇲
Identity Attack0.55044734
Insult0.69164425
Profanity0.50818664
Threat0.13245705
Severe Toxicity0.35166132
Toxic 0.73663366 Constructive 0.56 Identity Attack Insult Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Cut a muslim man head man nuh boy to mi place
Cut a muslim man head man nuh boy to mi place
Identity Attack0.6778536
Insult0.4302003
Profanity0.33453682
Threat0.62574995
Severe Toxicity0.4561839
Moderate 0.6863638 Low Con 0.227 Identity Attack Threat Fear_Threat
Sep 11, 2025 Why Canadians Are Turning Against …
My helmet boy is based as fuck, God bless you sir!
My helmet boy is based as fuck, God bless you sir!
Identity Attack0.02821777
Insult0.36365277
Profanity0.8089582
Threat0.009359611
Severe Toxicity0.109661035
Moderate 0.6852916 Moderate Con 0.447 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
4:16 you boy you death
4:16 you boy you death
Identity Attack0.10699738
Insult0.40975618
Profanity0.3827387
Threat0.5195707
Severe Toxicity0.25624833
Moderate 0.6827122 Low Con 0.221 Threat Meta_Commentary
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
I’m so sick of the Muslims and their bs being here they get 7 grand a month from our government to live free in Canada it’s disgusting when we have our own people poor hungry …
I’m so sick of the Muslims and their bs being here they get 7 grand a month from our government to live free in Canada it’s disgusting when we have our own people poor hungry . These people are ignorant I agree with the African boy your not here to change or ways but adapt to ours
Identity Attack0.6458014
Insult0.62169385
Profanity0.26098207
Threat0.011172019
Severe Toxicity0.16960317
Moderate 0.681338 Constructive 0.536 Identity Attack Insult Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Can you do a video on Markham in Canada ? it’s literally China 🇨🇳 Not to promote anything but white boy here is jumping on the bandwagon of hate to get attention. It’s not write …
Can you do a video on Markham in Canada ? it’s literally China 🇨🇳 Not to promote anything but white boy here is jumping on the bandwagon of hate to get attention. It’s not write to promote slurs against a community! there are plenty of nasty and disgusting people in every race, including yours boy
Identity Attack0.5135796
Insult0.6109131
Profanity0.21781154
Threat0.013217449
Severe Toxicity0.02514347
Moderate 0.60254884 Moderate Con 0.365 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
yet the dancing boys of Afghanistan are sodommized little boys and then go to a mosque to pray for forgiveness please 😂 😂
yet the dancing boys of Afghanistan are sodommized little boys and then go to a mosque to pray for forgiveness please 😂 😂
Identity Attack0.5135796
Insult0.40243408
Profanity0.33453682
Threat0.063999176
Severe Toxicity0.18232453
Moderate 0.5532103 Low Con 0.166 Identity Attack
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Identity Attack0.27682206
Insult0.48228607
Profanity0.41570562
Threat0.07093142
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.673 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Boy I was working with so many Indian guy I’m going to be honest with you they are lazy when you tell them do to one thing all of a sudden they can’t understand you …
Boy I was working with so many Indian guy I’m going to be honest with you they are lazy when you tell them do to one thing all of a sudden they can’t understand you that why I always say I love working with white peoples n other races people but not with Indian people here in Canada what I mean Indian people I mean from Asia I hate them so bad they need to go please they are ruined Canada 🇨🇦
Identity Attack0.57150364
Insult0.46476576
Profanity0.22552395
Threat0.06238277
Severe Toxicity0.15443328
Moderate 0.54823303 Moderate Con 0.491 Identity Attack Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
blak boy ur imigrient so why u yappin
blak boy ur imigrient so why u yappin
Identity Attack0.55044734
Insult0.4339631
Profanity0.26189584
Threat0.011741633
Severe Toxicity0.0475607
Moderate 0.52272606 Low Con 0.286 Identity Attack
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
White liberal Socialist women and soy boy men are the problem not Muslim men who can take total control of the country and put these low lives in their place.
White liberal Socialist women and soy boy men are the problem not Muslim men who can take total control of the country and put these low lives in their place.
Identity Attack0.57957685
Insult0.46173862
Profanity0.20016506
Threat0.03304107
Severe Toxicity0.0394905
Moderate 0.52007306 Low Con 0.198 Identity Attack Fear_Threat
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
boy ........... this is reverse colonialism ............. if you allow more immigration ............ you are doomed ............ if you dont ........ you are doomed anyway .......... because some of you are lazy and consume substances
boy ........... this is reverse colonialism ............. if you allow more immigration ............ you are doomed ............ if you dont ........ you are doomed anyway .......... because some of you are lazy and consume substances
Identity Attack0.15945168
Insult0.5678696
Profanity0.114160895
Threat0.011638066
Severe Toxicity0.02258113
Moderate 0.52007306 Low Con 0.166 Insult Fear_Threat
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
The hate in these comments are disturbing. And so is Tyler for pushing out a video like this. It’s like going into China town and asking everyone why there’s so many asians there…and then platforming …
The hate in these comments are disturbing. And so is Tyler for pushing out a video like this. It’s like going into China town and asking everyone why there’s so many asians there…and then platforming someone that says Indians eat poo and rape is part of the African culture…I get the feeling this comment section is full of Pierre and Trump fan boys. You get my well deserved dislike Tyler
Identity Attack0.43896464
Insult0.46476576
Profanity0.31043148
Threat0.09623027
Severe Toxicity0.052940834
Moderate 0.50503236 Moderate Con 0.459 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
So my sister visits a friend in Ontario, and boy she came back disgusted with the flock of indian gunk everywhere. There is the culture of littering, uncivilized living, staring, rampantly racism,.and know what? The …
So my sister visits a friend in Ontario, and boy she came back disgusted with the flock of indian gunk everywhere. There is the culture of littering, uncivilized living, staring, rampantly racism,.and know what? The gunk bags are so proud of being indians they none of them ever want to go back to the weedhole of the subcon. They will smooth talk you into any type of scam, sexually advance on kids when they think they can get away, and then go worship some rat house when cat. The hecks wrong with u Canada.
Identity Attack0.4911651
Insult0.48627716
Profanity0.30690086
Threat0.079364374
Severe Toxicity0.13863131
Moderate 0.49139655 Moderate Con 0.417 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
Sikhs dont workship monkey or cement cash collections for cash to run terrorist activities as Toronto Airport gold theft car thefts but india Killed over 50000 Sikh boys students and Sikh business men and Sikh …
Sikhs dont workship monkey or cement cash collections for cash to run terrorist activities as Toronto Airport gold theft car thefts but india Killed over 50000 Sikh boys students and Sikh business men and Sikh leaders ro stop independence of Sikh empire from indian and mughal Muslim occupation in Sikh country to leave al white race countries Sikhs have no problems leaving White race countries but cement cash collections terrorist wants to conquer now white race all countries
Identity Attack0.55044734
Insult0.41767508
Profanity0.18909787
Threat0.20938614
Severe Toxicity0.12809667
Moderate 0.47772613 Moderate Con 0.311 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Disgusting New Delhi paty boys and girls.
Disgusting New Delhi paty boys and girls.
Identity Attack0.46028158
Insult0.54471385
Profanity0.33453682
Threat0.1284288
Severe Toxicity0.23223428
Moderate 0.47473195 Low Con 0.228 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
2:30 typical rage bait content creator troll who calls himself a "journalist" showing some obscure street in a slum with trash on the side of the street isn't representative of Punjab or India kid. It's …
2:30 typical rage bait content creator troll who calls himself a "journalist" showing some obscure street in a slum with trash on the side of the street isn't representative of Punjab or India kid. It's funny how foreigners mostly w8tes will travel to India and purposely go to the worst places to travel (old delhi, varanasi, Calcutta) which is common knowledge not only amongst Indians themselves but amongst travelers globally, just so they can make negative videos for sensation and views and then assume the entire country looks like that. When the fact of the matter is India has beautiful beaches, resorts in the south (kerela goa etc ie tourist areas) beautiful mountains and snowy areas in the north like Shimla, Risikesh in states like himachal pradesh and uttarkhand, theres ther north east which has arunachal pradesh etc. Yet despite common knowledge amongst those who travel to India these vloggers choose to avoid such places for the former just for content and to make videos such as this. Channels like Chris Lewis, Alfonso and Jessica, Daily Max, Van Boys, GallivanterDom, Dunney Travels are much more honest and unbiased with their vlogs on India showing both the good and bad side of the country. Both the beautiful luxurious sides as well as the slums and poverty. Unlike vloggers like this who only show the negative sides of India for the sake of views, content and engagement farming. Positive videos on India never go as viral as the negative ones. The algorithm always pushes negativity over positivity
Identity Attack0.37655997
Insult0.44126466
Profanity0.29209393
Threat0.0347677
Severe Toxicity0.052940834
Moderate 0.47473195 Constructive 0.728 Policy_Critique
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
BETA MALE DOING THIS REPORTING. Youre scared of an out of shape indian youre going to meet. You do realize that Indian is petrified of us Canadians right? They know where they stand and would …
BETA MALE DOING THIS REPORTING. Youre scared of an out of shape indian youre going to meet. You do realize that Indian is petrified of us Canadians right? They know where they stand and would never take that kind of risk. BISH BOY! What you thought he would do to you, I will literally do to him. I will be calling him and he will be longer in a few days. Cold case!
Identity Attack0.44690517
Insult0.47787863
Profanity0.29209393
Threat0.13178273
Severe Toxicity0.027833538
Moderate 0.47119883 Moderate Con 0.356 Fear_Threat
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Seems like everywhere is trying to replace white people right now. At this moment the most discriminating is going against white people like me. Every other day I got someone of color hating on me …
Seems like everywhere is trying to replace white people right now. At this moment the most discriminating is going against white people like me. Every other day I got someone of color hating on me calling me a stupid white boy and many other things and because I’m white it’s okay apparently
Identity Attack0.5051593
Insult0.41767508
Profanity0.36302176
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.462 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Send all Indian back Let Pakistani and Arabs to come they are white, they've honest and hard work people Canadian girls love Pakistani men and Arabs boys they are handsome too
Send all Indian back Let Pakistani and Arabs to come they are white, they've honest and hard work people Canadian girls love Pakistani men and Arabs boys they are handsome too
Identity Attack0.53446084
Insult0.2679134
Profanity0.11230402
Threat0.031314444
Severe Toxicity0.02453801
Moderate 0.4421347 Moderate Con 0.391 Identity Attack Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Where's all the kkk nazis proud boys all the other racist groups?
Where's all the kkk nazis proud boys all the other racist groups?
Identity Attack0.44690517
Insult0.34782293
Profanity0.19032755
Threat0.024062606
Severe Toxicity0.023880709
Moderate 0.43965456 Low Con 0.244 Question
Aug 26, 2025 Why Canadians Are Turning Against …
Boy stop hating 😭 Indian immigrants for no reason.
Boy stop hating 😭 Indian immigrants for no reason.
Identity Attack0.46028158
Insult0.26957804
Profanity0.17148167
Threat0.012906751
Severe Toxicity0.023246882
Moderate 0.43965456 Low Con 0.263 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.