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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: "If you trying to be …" 693 comments · Page 3 of 28
I am East Indian and I think there is too many Indians in this country. Especially the ones that don’t have values and are reckless. But also Indians will work any job where white people …
I am East Indian and I think there is too many Indians in this country. Especially the ones that don’t have values and are reckless. But also Indians will work any job where white people wont. Also this video is trying to stir up shit. He probably got rejected by a brown woman. lol. The problem with Hindu’s and Sikhs is the prime minister of India. He hates my people and wants us dead.
Identity Attack0.5983441
Insult0.5130944
Profanity0.54024357
Threat0.4339666
Severe Toxicity0.23226003
Moderate 0.6491204 Constructive 0.533 Identity Attack Insult Personal_Narrative
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in the maritimes in Canada. And I am a Acadian, and they are 100% moving in small Acadian communities and they put up a f***** sikh temple... if you build it, they will …
I live in the maritimes in Canada. And I am a Acadian, and they are 100% moving in small Acadian communities and they put up a f***** sikh temple... if you build it, they will come. They are trying to push us out!! Extremely scary. And the car accidents are INSANE !!! They cannot fcken drive !!!
Identity Attack0.39773783
Insult0.5130944
Profanity0.6242122
Threat0.042662576
Severe Toxicity0.23125283
Moderate 0.6491204 Constructive 0.592 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This smuggler isn’t even speaking Punjabi, it’s all Hindi pretending to be a punjabi person lol. Even got you to meet up at a gurdwara so he has cover. Anyone that’s originally from Punjab wouldn’t …
This smuggler isn’t even speaking Punjabi, it’s all Hindi pretending to be a punjabi person lol. Even got you to meet up at a gurdwara so he has cover. Anyone that’s originally from Punjab wouldn’t be speaking Hindi when trying to translate it, dudes a scumbag
Identity Attack0.36942887
Insult0.6677319
Profanity0.4170448
Threat0.033386398
Severe Toxicity0.20067264
Moderate 0.6426206 Moderate Con 0.336 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Why do you keep including Islam in Canada's problems i can't get it, and trying to make it look like people are forced to convert or they're going to be killed when it's just people …
Why do you keep including Islam in Canada's problems i can't get it, and trying to make it look like people are forced to convert or they're going to be killed when it's just people liked it and accepted it. 2- Who the hell is talking that Islam is spreading and worried about his kids an indian man well well🤣, you guys literally fked up the country with your stink, rudeness, scammers, fake certificates, fake visas, and poisoned food.
Identity Attack0.5504064
Insult0.5739874
Profanity0.44133487
Threat0.24878941
Severe Toxicity0.23225316
Moderate 0.6426206 Constructive 0.559 Identity Attack Insult
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
So what if lots of Indians are moving to Canada?!? Have you ever tried Indian Food? It's FUCKING AMAZING. I say MORE POWER TO THEM! Bring on the Indians to North America!!!!
So what if lots of Indians are moving to Canada?!? Have you ever tried Indian Food? It's FUCKING AMAZING. I say MORE POWER TO THEM! Bring on the Indians to North America!!!!
Identity Attack0.58743036
Insult0.45135358
Profanity0.5711371
Threat0.094697006
Severe Toxicity0.3247677
Moderate 0.6407703 Constructive 0.565 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If you’re a white male you will always be accused of racism, misogyny, etc… in the left’s eyes! Get over yourselves! That’s just the way the left in modern society tries to embarrass, marginalize and …
If you’re a white male you will always be accused of racism, misogyny, etc… in the left’s eyes! Get over yourselves! That’s just the way the left in modern society tries to embarrass, marginalize and beat you up! Stop giving it any concern or thought! Stop caring what some leftist idiot thinks about you! This is their problem not yours! Push forward through this BS and stand strong on your morals and convictions!!! 🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸
Identity Attack0.50515765
Insult0.6336687
Profanity0.36230123
Threat0.11769595
Severe Toxicity0.08859174
Moderate 0.6407703 Moderate Con 0.367 Identity Attack Insult Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Why does their god look half Ape… but ppl try to put this mess on Blacks … they are worshipping their lineage
Why does their god look half Ape… but ppl try to put this mess on Blacks … they are worshipping their lineage
Identity Attack0.6007182
Insult0.5130944
Profanity0.36230123
Threat0.02613456
Severe Toxicity0.19149859
Moderate 0.63782936 Low Con 0.195 Identity Attack Insult Unverified_Claim
Feb 19, 2026 Inside Canada's Indian Invasion...
What a load of rubbish. After watching the video, I had to sit back and wonder if these people are ignorant or if they are intentionally trying to fool us. I happen to believe its …
What a load of rubbish. After watching the video, I had to sit back and wonder if these people are ignorant or if they are intentionally trying to fool us. I happen to believe its the later. Angela Merkel destroyed Europe using similar propaganda. Now it has come to Canada .
Identity Attack0.11744241
Insult0.6675394
Profanity0.20262444
Threat0.01119791
Severe Toxicity0.023076924
Moderate 0.63782936 Moderate Con 0.423 Insult
Nov 12, 2017 51 likes How much do refugees and …
Saar please have you tried shitting in the street to fix this problem?
Saar please have you tried shitting in the street to fix this problem?
Identity Attack0.022188433
Insult0.3388922
Profanity0.67055607
Threat0.030623792
Severe Toxicity0.09912638
Moderate 0.63782936 Low Con 0.204 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
daammmit! we worked our arse off to get a pr and paid taxes, filling millions of forms to make everything legal, try to be good but these people are coming to canada easily! they are …
daammmit! we worked our arse off to get a pr and paid taxes, filling millions of forms to make everything legal, try to be good but these people are coming to canada easily! they are getting privilages!
Identity Attack0.10409598
Insult0.4596616
Profanity0.6528205
Threat0.011353259
Severe Toxicity0.16960317
Moderate 0.6342749 Moderate Con 0.447
Nov 22, 2025 1 likes Thousands of refugees allowed into …
When they talk about how bad the Punjabis drive, all I could think about was that idi0t in the truck who killed 4 people in FL, trying to cross to the over side of the …
When they talk about how bad the Punjabis drive, all I could think about was that idi0t in the truck who killed 4 people in FL, trying to cross to the over side of the highway in a 18 wheeler from a middle lane
Identity Attack0.4453683
Insult0.65865606
Profanity0.36230123
Threat0.13599728
Severe Toxicity0.05025077
Moderate 0.6308517 Moderate Con 0.41 Insult Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I live in cape Breton Island in canwda and I can remember renting a 3 bedroom house for 500 a mont now a one bedroom apartment is 800 a month, u can't find houses/apartments anymore …
I live in cape Breton Island in canwda and I can remember renting a 3 bedroom house for 500 a mont now a one bedroom apartment is 800 a month, u can't find houses/apartments anymore because of all the foreign peopl they brought in. Trying to get a job is also retarded because they higher the foreign people first because the government pays so much of their salary , I just wish they'd all go back the fuck from where they came from easy as that
Identity Attack0.48915586
Insult0.48627716
Profanity0.61633086
Threat0.042662576
Severe Toxicity0.18538254
Moderate 0.6289369 Constructive 0.625 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Try Winnipeg!! Brutal! Love how they can ride motorcycles without helmets! Who pays the price for the head injuries?? THE FKN CANADIAN TAX PAYERS! Canada has gone to HELL! Time for this Canadian to move …
Try Winnipeg!! Brutal! Love how they can ride motorcycles without helmets! Who pays the price for the head injuries?? THE FKN CANADIAN TAX PAYERS! Canada has gone to HELL! Time for this Canadian to move to India, cant be any left over there!!
Identity Attack0.54151535
Insult0.5130944
Profanity0.4840093
Threat0.057856824
Severe Toxicity0.2281948
Moderate 0.6289369 Moderate Con 0.328 Identity Attack Insult Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
All politicians allowing this charade and benefiting from it should be arrested, tried for treason and publicly hanged
All politicians allowing this charade and benefiting from it should be arrested, tried for treason and publicly hanged
Identity Attack0.17226285
Insult0.34237885
Profanity0.2327678
Threat0.6615786
Severe Toxicity0.2281948
Moderate 0.6289369 Low Con 0.12 Threat
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
LIES LIES and DAMNED LIES. Govt trying to control public opinion, insane
LIES LIES and DAMNED LIES. Govt trying to control public opinion, insane
Identity Attack0.041003603
Insult0.5423875
Profanity0.47435758
Threat0.014048163
Severe Toxicity0.06101104
Moderate 0.6289369 Low Con 0.117 Insult
Dec 29, 2018 How much do refugees and …
12:07 is Sidhu dumb enough to not realize a white guy speaking perfect english isnt actually trying to immigrate?
12:07 is Sidhu dumb enough to not realize a white guy speaking perfect english isnt actually trying to immigrate?
Identity Attack0.5135796
Insult0.58196646
Profanity0.36230123
Threat0.011922873
Severe Toxicity0.027833538
Moderate 0.62702215 Low Con 0.222 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
So....The same thing is happening in my city. As long as they don't start migrating to my little hometown, idgaf. Stay off my property and you're good :) But as soon as one of those …
So....The same thing is happening in my city. As long as they don't start migrating to my little hometown, idgaf. Stay off my property and you're good :) But as soon as one of those Curry-eating, Sand-wiping, Goat-forking Sand Niggas step one ugly, smelly foot in my house trying to steal from me...IT'S LYNCHING TIME!
Identity Attack0.6007182
Insult0.5678696
Profanity0.46460027
Threat0.2836219
Severe Toxicity0.349738
Moderate 0.60311776 Moderate Con 0.418 Identity Attack Insult Fear_Threat
Feb 9, 2026 Inside Canada's Indian Invasion...
Every single problem we have in Canada stems from to many immigrants brought in by the liberals to try and hold forever power. You ignorant liberal voters did this
Every single problem we have in Canada stems from to many immigrants brought in by the liberals to try and hold forever power. You ignorant liberal voters did this
Identity Attack0.37292135
Insult0.6500014
Profanity0.11292298
Threat0.008272167
Severe Toxicity0.020257099
Moderate 0.6027529 Low Con 0.258 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Your channel is so negative. Your always trying to shame communities. I wounder about your upbringing, I believe you were abused child
Your channel is so negative. Your always trying to shame communities. I wounder about your upbringing, I believe you were abused child
Identity Attack0.17769934
Insult0.48313886
Profanity0.27747265
Threat0.13245705
Severe Toxicity0.16960317
Moderate 0.6027529 Constructive 0.507 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I've been to Africa. They're rude, aggressive, dirty. Everyone tries to overcharge and then claim they have no change or shortchange you. Being poor is not an excuse to be a liar, cheat or thief. …
I've been to Africa. They're rude, aggressive, dirty. Everyone tries to overcharge and then claim they have no change or shortchange you. Being poor is not an excuse to be a liar, cheat or thief. That's African culture i guess.
Identity Attack0.6007182
Insult0.5739874
Profanity0.26555094
Threat0.01254427
Severe Toxicity0.109661035
Moderate 0.6027529 Constructive 0.547 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
They need to go back., immigrants need to quit running from their native born lands problems., stay and fight and make a change, or die trying… don’t migrate to other countries and ruin them like …
They need to go back., immigrants need to quit running from their native born lands problems., stay and fight and make a change, or die trying… don’t migrate to other countries and ruin them like you ruined your own country…. Or roach out and run… like a coward…. I look at all immigrants as cowards…. I’ll die fighting for change in my country…. There all cowards. Being a coward is one of the absolute worst things to be labeled in life….
Identity Attack0.4931391
Insult0.6308392
Profanity0.1612468
Threat0.06205949
Severe Toxicity0.024960563
Moderate 0.6027529 Moderate Con 0.37 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
DISGUSTING Liberals and their treasonous policies strike again! There is NOTHING that has destroyed this country (not unified it) more than EVERY SINGLE LIBERAL POLICY! There's never been a SINGLE Liberal policy to date that …
DISGUSTING Liberals and their treasonous policies strike again! There is NOTHING that has destroyed this country (not unified it) more than EVERY SINGLE LIBERAL POLICY! There's never been a SINGLE Liberal policy to date that has ACTUALLY made Canada better in any way/shape/form! They all need to be charged for treason, tried for treason, and sentenced for treason. They have killed hundreds of thousands of Canadians with their policies, and it's nothing short of a modern-day genocide: gun deaths, crime deaths, narcotic overdose deaths, vaccine mandates, fentanyl deaths, homelessness death by cold/weather, massive fires from church burnings, and mental health & suicide rates are ALL through the ROOF under the liberals! So, these Liberals can all go to hell where they came from. They are a death cult.
Identity Attack0.36702603
Insult0.6261769
Profanity0.13961408
Threat0.2566701
Severe Toxicity0.056527592
Moderate 0.6027529 Moderate Con 0.368 Insult
Oct 6, 2025 IRCC Names India in Study …
Don't target all indians, they are all from feudal jatt, and upper caste prople penetrating your system through corrupt mindset.... In punjab these jatts have dalits as slave, they rape their women and kill if …
Don't target all indians, they are all from feudal jatt, and upper caste prople penetrating your system through corrupt mindset.... In punjab these jatts have dalits as slave, they rape their women and kill if we try to raise our voice
Identity Attack0.60238177
Insult0.5739874
Profanity0.44366163
Threat0.511324
Severe Toxicity0.45895407
Moderate 0.6027529 Moderate Con 0.464 Identity Attack Insult Threat Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
Disgusting . Frauds and thieves being allowed in . Our grandparents worked hard to make this a great country try , only to have leeches come in and take things for granted , thanks to …
Disgusting . Frauds and thieves being allowed in . Our grandparents worked hard to make this a great country try , only to have leeches come in and take things for granted , thanks to the Lieberal gov. My mother would be rolling over in her grave
Identity Attack0.10221587
Insult0.6308392
Profanity0.22105443
Threat0.16067244
Severe Toxicity0.024631912
Moderate 0.6027529 Moderate Con 0.375 Insult Fear_Threat
Feb 4, 2026 Inside Canada's Indian Invasion...
India is better than lazy islamic jihadis trying to take over the world
India is better than lazy islamic jihadis trying to take over the world
Identity Attack0.6007182
Insult0.5208188
Profanity0.3051381
Threat0.063999176
Severe Toxicity0.18844056
Moderate 0.60254884 Low Con 0.159 Identity Attack Insult Fear_Threat
Jan 29, 2026 2 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.