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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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30,738 comments · Page 176 of 1230
9:00 guy himself is naked on the street and he is concerned about guys walking in their home naked😂😂 BS
9:00 guy himself is naked on the street and he is concerned about guys walking in their home naked😂😂 BS
Identity Attack0.073429056
Insult0.2469859
Profanity0.32965264
Threat0.047835086
Severe Toxicity0.0394905
Moderate 0.5140397 Low Con 0.224
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Real Canadian's die in the Emergency waiting rooms. WTF !
Real Canadian's die in the Emergency waiting rooms. WTF !
Identity Attack0.23694818
Insult0.36365277
Profanity0.48510036
Threat0.13566011
Severe Toxicity0.02425631
Moderate 0.5140397 Moderate Con 0.4 Fear_Threat
Feb 24, 2026 11 likes 'We do know that there's …
This poor guy with bicycle in winter at min 8:22 says hate Africa pple, I thought he is only economically poor he can’t afford to be mentally poor too, Unfortunately he is😢😢…. That’s why other …
This poor guy with bicycle in winter at min 8:22 says hate Africa pple, I thought he is only economically poor he can’t afford to be mentally poor too, Unfortunately he is😢😢…. That’s why other white pple left him behind in he can’t go anywhere with such mentality.
Identity Attack0.48915586
Insult0.40975618
Profanity0.19278693
Threat0.018537397
Severe Toxicity0.024819711
Moderate 0.5140397 Constructive 0.519 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
The problem of Indian people is the gases and bad smell. thanks God
The problem of Indian people is the gases and bad smell. thanks God
Identity Attack0.55044734
Insult0.40189892
Profanity0.22105443
Threat0.13397428
Severe Toxicity0.18844056
Moderate 0.5140397 Moderate Con 0.361 Identity Attack Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canadian politicians opened these private university. They opened offices in India marketing to youth that take admission in college and get work permit afterwards. Some stupid forced their parents to sell family land to pay …
Canadian politicians opened these private university. They opened offices in India marketing to youth that take admission in college and get work permit afterwards. Some stupid forced their parents to sell family land to pay for canadian degree and now canada deny work permit. Also prosecute those politicians and university owners who did this legalized human trafficking.
Identity Attack0.109318495
Insult0.5739874
Profanity0.1654338
Threat0.018710058
Severe Toxicity0.017868511
Moderate 0.5140397 Moderate Con 0.361 Insult Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Many of them have come to the country under false pretence of being students and when they get there they never step foot in class. Make them accountable, kick them out World famous cheats for …
Many of them have come to the country under false pretence of being students and when they get there they never step foot in class. Make them accountable, kick them out World famous cheats for cheating, disgusting behaviour
Identity Attack0.18546575
Insult0.5130944
Profanity0.12903778
Threat0.44942492
Severe Toxicity0.023974609
Moderate 0.5140397 Moderate Con 0.337 Insult Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
BAD is BAD, either know what you are doing or get the hell out.
BAD is BAD, either know what you are doing or get the hell out.
Identity Attack0.036620867
Insult0.3416952
Profanity0.4177144
Threat0.20544581
Severe Toxicity0.024772761
Moderate 0.5140397 Low Con 0.135 Call_To_Action
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I hatte the Guy on the Bike everything He watches on Video He believes IT fack you And pls dont hatte on me ITS what i think
I hatte the Guy on the Bike everything He watches on Video He believes IT fack you And pls dont hatte on me ITS what i think
Identity Attack0.073429056
Insult0.37052566
Profanity0.44133487
Threat0.13582869
Severe Toxicity0.16960317
Moderate 0.5140397 Moderate Con 0.39 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
"TAQIYAH & TAQIYYA" Muslims ☪️ are the enemy within our country fooling Western Woke Liberals that Muslims are the VICTIMS! its written so in their Playbook the QURAN! To take over Politics & make North …
"TAQIYAH & TAQIYYA" Muslims ☪️ are the enemy within our country fooling Western Woke Liberals that Muslims are the VICTIMS! its written so in their Playbook the QURAN! To take over Politics & make North America Sharia Law!
Identity Attack0.56445944
Insult0.4339631
Profanity0.19524631
Threat0.091630474
Severe Toxicity0.19761463
Moderate 0.5140397 Low Con 0.212 Identity Attack Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men …
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men who do no parenting and also speak no English. You can't argue with them or it's a "hate crime." Local Canadians live in fear of the government protecting these worthless people.
Identity Attack0.4774257
Insult0.53014356
Profanity0.07999486
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.5140397 Constructive 0.608 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
hate thst voice, attitude bs.
hate thst voice, attitude bs.
Identity Attack0.10221587
Insult0.36798462
Profanity0.3051381
Threat0.03649433
Severe Toxicity0.02416241
Moderate 0.5140397 Low Con 0.282
Sep 29, 2025 IRCC Names India in Study …
You guys wanna blame the immigrants but why dont you blame canadian born citizens that dont give a rats ass about getting a job? Its not the immigrants fault all those homeless people are white …
You guys wanna blame the immigrants but why dont you blame canadian born citizens that dont give a rats ass about getting a job? Its not the immigrants fault all those homeless people are white Canadians. They didnt make them homeless why are you rilling up the Canadians and giving them a bad impression of brampton and not give the counter argument? Seems very facetious.
Identity Attack0.48915586
Insult0.5072643
Profanity0.40558428
Threat0.020091362
Severe Toxicity0.051147457
Moderate 0.5140397 Constructive 0.52 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
No more Indians. They are not becoming Canadian. They are effectively colonizers.
No more Indians. They are not becoming Canadian. They are effectively colonizers.
Identity Attack0.6007182
Insult0.38406035
Profanity0.085167445
Threat0.024580594
Severe Toxicity0.043077253
Moderate 0.5140397 Low Con 0.163 Identity Attack
Sep 7, 2025 Why Canadians Are Turning Against …
We are going to start sending the blacks from America to Canada!! Haha
We are going to start sending the blacks from America to Canada!! Haha
Identity Attack0.5983441
Insult0.34101152
Profanity0.19770569
Threat0.08089764
Severe Toxicity0.037697118
Moderate 0.5140397 Low Con 0.201 Identity Attack
Sep 15, 2025 Why Canadians Are Turning Against …
Stop india people coming
Stop india people coming
Identity Attack0.6007182
Insult0.25998658
Profanity0.1811049
Threat0.13329996
Severe Toxicity0.10702737
Moderate 0.5140397 Moderate Con 0.305 Identity Attack Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Floridian, I apologize for this hateful nonsense. I don’t blame you at all for not coming down here. If I could, I would spend all year in Canada.
As a Floridian, I apologize for this hateful nonsense. I don’t blame you at all for not coming down here. If I could, I would spend all year in Canada.
Identity Attack0.0017237385
Insult0.38795334
Profanity0.00048769277
Threat0.00014774644
Severe Toxicity0.0000046496625
Moderate 0.5124914
Dec 9, 2025
At least these immigrants are not killing you like White people did.
At least these immigrants are not killing you like White people did.
Identity Attack0.5707127
Insult0.26957804
Profanity0.17055123
Threat0.44531298
Severe Toxicity0.040387187
Moderate 0.509388 Moderate Con 0.314 Identity Attack Moral_Argument
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada 🇨🇦 has gone to 💩. No longer the best country in the world not even close. Sad. The Uber story is so true and if you think the guy driving the 18 wheeler has …
Canada 🇨🇦 has gone to 💩. No longer the best country in the world not even close. Sad. The Uber story is so true and if you think the guy driving the 18 wheeler has a legitimate license or training think again. Totally corrupt.
Identity Attack0.37655997
Insult0.5177041
Profanity0.20700185
Threat0.009230154
Severe Toxicity0.023076924
Moderate 0.509388 Moderate Con 0.381 Insult
Sep 21, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop …
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop the country they live in and are not problematic like other countries people 😅.....
Identity Attack0.55044734
Insult0.44126466
Profanity0.33453682
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.509388 Constructive 0.577 Identity Attack Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I love the non Muslim Indian people. They are a great addition to our society unlike nasty middle eastern and African Muslims. The liberal party is massively moving the people in that are uneducated and …
I love the non Muslim Indian people. They are a great addition to our society unlike nasty middle eastern and African Muslims. The liberal party is massively moving the people in that are uneducated and can't assimilate so they will get on welfare and have their permanent vote
Identity Attack0.5948528
Insult0.47384647
Profanity0.22429734
Threat0.012130005
Severe Toxicity0.06101104
Moderate 0.509388 Constructive 0.62 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
WHY DO WE EVEN NEED IMMIGRANTS ANYMORE? Every government for the past 50 years has ignored WHY our birthrates are declining. Every government in the past 50 years has ignored the cultural destruction occurring because …
WHY DO WE EVEN NEED IMMIGRANTS ANYMORE? Every government for the past 50 years has ignored WHY our birthrates are declining. Every government in the past 50 years has ignored the cultural destruction occurring because they flood us with people from 3rd world 💩 holes rather than white European Christians with shared values, heritage, & ethics. Immigrants are not only of ZERO VALUE today, but are permanently destroying everything that made us a united, cohesive, safe, democratic, free society.
Identity Attack0.5502601
Insult0.47384647
Profanity0.2801717
Threat0.039947584
Severe Toxicity0.16960317
Moderate 0.509388 Low Con 0.271 Identity Attack Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Canada becomes the "NEW MODER SLAVERY" thank you to the liberal government, does protect corporations and enslave the workers!! This is not Canada anymore, it is New India! Yes Indians do not want to integrate …
Canada becomes the "NEW MODER SLAVERY" thank you to the liberal government, does protect corporations and enslave the workers!! This is not Canada anymore, it is New India! Yes Indians do not want to integrate in Canada, just want to integrate India in Canada! 👎🖕👎
Identity Attack0.5498214
Insult0.46173862
Profanity0.11168506
Threat0.011456826
Severe Toxicity0.024631912
Moderate 0.509388 Low Con 0.29 Identity Attack Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
Problema de consciencia en Respeto Orden Organización Educacion. No Respetan Las Normas de Canadá 🇨🇦en Problema de este país primero son tus costumbre y después eres canadiense.. No seas sucio mantén el orden come con …
Problema de consciencia en Respeto Orden Organización Educacion. No Respetan Las Normas de Canadá 🇨🇦en Problema de este país primero son tus costumbre y después eres canadiense.. No seas sucio mantén el orden come con la boca cerrada báñate los olores son muy feos
Identity Attack0.27991617
Insult0.56997263
Profanity0.22562476
Threat0.013010317
Severe Toxicity0.12546301
Moderate 0.509388 Low Con 0.236 Insult Moral_Argument
Feb 28, 2026 Inside Canada's Indian Invasion...
I am saying this as an Indian, this is truly disgusting! This is not immigration, this is an invasion of another country.
I am saying this as an Indian, this is truly disgusting! This is not immigration, this is an invasion of another country.
Identity Attack0.5039629
Insult0.4378843
Profanity0.22622968
Threat0.011172019
Severe Toxicity0.02444411
Moderate 0.509388 Moderate Con 0.469 Identity Attack
Sep 19, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
What a bunch of liars! I have lived in Canada for 25 years now and have seen Brampton grow infront of me. Brampton was place where no one wanted to go, that is why property …
What a bunch of liars! I have lived in Canada for 25 years now and have seen Brampton grow infront of me. Brampton was place where no one wanted to go, that is why property were dirt cheap. Immigrants coming from poorer countries like India settled there because of cheaper property. Brampton today is what it is, because of settler from these countries. It was never multi cultural, in fact 90% Brampton land were empty 20 years ago.
Identity Attack0.18313584
Insult0.5739874
Profanity0.07191269
Threat0.0074565844
Severe Toxicity0.013866014
Moderate 0.509388 Constructive 0.667 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.