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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: "I am in talks with …" 516 comments · Page 7 of 21
We are changed with all the new immigrants at 60 I was called a white woman rudely by a white immigrant. I lived upstairs and she rented basement suite At 2 am in the morning …
We are changed with all the new immigrants at 60 I was called a white woman rudely by a white immigrant. I lived upstairs and she rented basement suite At 2 am in the morning she would get on the phone talk loud for two hours below my bedroom and then tell me I was the one noisy and white woman. If you live here follow our laws our culture of kindness and peaceful living or get the f out!
Identity Attack0.5051593
Insult0.40189892
Profanity0.39026237
Threat0.020091362
Severe Toxicity0.02604016
Moderate 0.46982017 Constructive 0.672 Identity Attack Personal_Narrative
Sep 13, 2025 2 likes Why Canadians Are Turning Against …
funny how the white people are talking like they're First Nations people...."they're coming, taking our land, they should go back to their own countries" ?
funny how the white people are talking like they're First Nations people...."they're coming, taking our land, they should go back to their own countries" ?
Identity Attack0.5504064
Insult0.33154017
Profanity0.13961408
Threat0.020782012
Severe Toxicity0.023552058
Moderate 0.45921504 Moderate Con 0.302 Identity Attack Identity_Assertion
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
At least they talk to non Indians unlike the Hasidic Jews
At least they talk to non Indians unlike the Hasidic Jews
Identity Attack0.55044734
Insult0.3682569
Profanity0.22562476
Threat0.011922873
Severe Toxicity0.02514347
Moderate 0.45921504 Low Con 0.271 Identity Attack Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Invasion...
Talking about hygiene while these white folks don't wash their @$$e$ 😂😂😂.. smh...
Talking about hygiene while these white folks don't wash their @$$e$ 😂😂😂.. smh...
Identity Attack0.5051593
Insult0.26957804
Profanity0.18909787
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.4574824 Low Con 0.197 Identity Attack Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
When are they going to cut them down in size We have people starving that were born here .Like the Muslims they’ll take over like they talked Texas into letting them in
When are they going to cut them down in size We have people starving that were born here .Like the Muslims they’ll take over like they talked Texas into letting them in
Identity Attack0.50917345
Insult0.28997475
Profanity0.17334256
Threat0.44185185
Severe Toxicity0.13336399
Moderate 0.45396814 Moderate Con 0.305 Identity Attack
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
When I was a cab driver like 13 years ago... i hungout with an Indian from India from my work. And he was nuts. Like crazy in the head. Talking nonsense and stuff. I knew …
When I was a cab driver like 13 years ago... i hungout with an Indian from India from my work. And he was nuts. Like crazy in the head. Talking nonsense and stuff. I knew then this whole doctors and engineers thing is a charade. I even asked him about his mental diagnoses, and he said "the canada didnt care". ( im born and bred canadian) saskatchewan
Identity Attack0.37222284
Insult0.50440645
Profanity0.1854088
Threat0.009929225
Severe Toxicity0.020127986
Moderate 0.45396814 Constructive 0.549 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate …
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate clearly and give a voice for their community but no, he goes for the fresh immigrants that barely know english to interview. Just look at the picture he's trying to paint 😂 Oh and that border hopping scheme? There's malicious people in EVERY culture/religion, acting like whites and blacks don't do the same shit. You can't show this negative narrative on this community by focusing on the worst. No one likes to talk about the Sikhs that feed SO MANY homeless people in downtown toronto every year. I bet you didn't know every gurdwara feeds anyone anytime. I can speak for the Sikhs i've seen first hand how they are for the community. wtvr pays the bills ig 🥀🥀
Identity Attack0.45610145
Insult0.4339631
Profanity0.16775991
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.747 Policy_Critique
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
That man on cycle talking about Indians is just hating.
That man on cycle talking about Indians is just hating.
Identity Attack0.46050715
Insult0.36193377
Profanity0.18909787
Threat0.011146127
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.253
Jan 27, 2026 Inside Canada's Indian Invasion...
Nobody’s talking about the Arab invasion in Montréal. 60%+ of them have no respect, don’t work and cause crime. Yet they make up most of the population in the greater area
Nobody’s talking about the Arab invasion in Montréal. 60%+ of them have no respect, don’t work and cause crime. Yet they make up most of the population in the greater area
Identity Attack0.5504064
Insult0.38406035
Profanity0.0684662
Threat0.013269233
Severe Toxicity0.023411209
Moderate 0.4475325 Moderate Con 0.368 Identity Attack
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Haha Nigerians talking about driving hahaha
Haha Nigerians talking about driving hahaha
Identity Attack0.4931391
Insult0.33964422
Profanity0.23857519
Threat0.012337137
Severe Toxicity0.0394905
Moderate 0.4475325 Low Con 0.291 Humor_Satire
Mar 3, 2026 Inside Canada's Indian Invasion...
it's easier for European immigrants to assimilate because their culture is similiar! if you want to see white folks not assimilating just go to Asia and you'll see white folks who have lived there for …
it's easier for European immigrants to assimilate because their culture is similiar! if you want to see white folks not assimilating just go to Asia and you'll see white folks who have lived there for 10-15 years and not even speak the local language! They change certain neighborhoods to "expat" neighborhoods with their bars and clubs and all that western garbage! This is not that different! If Indians immigrated to a south Asian country they would have no problem assimilating! These European immigrants of the olden days talk about their assimilation in to Canada as if they were assimilating into an entirely new culture. Please self reflect!
Identity Attack0.5135796
Insult0.40243408
Profanity0.2882351
Threat0.014048163
Severe Toxicity0.02425631
Moderate 0.44573322 Constructive 0.569 Identity Attack
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Whaoh colonizers of North America talking about assimilation. Like yeah when white devils came to america they assimilated with the natives right
Whaoh colonizers of North America talking about assimilation. Like yeah when white devils came to america they assimilated with the natives right
Identity Attack0.50125694
Insult0.37392882
Profanity0.26624632
Threat0.021990653
Severe Toxicity0.02416241
Moderate 0.44573322 Low Con 0.275 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
This guy should talk. We had to hold a whole Caribbean festival for his community all that dirty smell.btw, guess who’s responsible for all the gang violence, carjacking, and drug dealing affecting the city. Have …
This guy should talk. We had to hold a whole Caribbean festival for his community all that dirty smell.btw, guess who’s responsible for all the gang violence, carjacking, and drug dealing affecting the city. Have you seen certain areas of Toronto — like Jane and Finch or parts of Scarborough? It’s been a "disgusting abomination" for decades.
Identity Attack0.13163337
Insult0.4962726
Profanity0.068967216
Threat0.012130005
Severe Toxicity0.014640691
Moderate 0.44573322 Constructive 0.563 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Who allowed them to enter in the first place ? ask them first why they allow them to enter country before pointing on others also if someone really want to talk about “ native” then …
Who allowed them to enter in the first place ? ask them first why they allow them to enter country before pointing on others also if someone really want to talk about “ native” then whites are the actual invaders to this country , they are the ones who kill natives and grab their lands
Identity Attack0.5135796
Insult0.3388922
Profanity0.15019037
Threat0.2836219
Severe Toxicity0.023129508
Moderate 0.44393396 Moderate Con 0.395 Identity Attack Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
This guy's a homeless. Why are they asking the homeless hobo about immigration? He's a hater. Talking about a country here and do anything for but feed off of.
This guy's a homeless. Why are they asking the homeless hobo about immigration? He's a hater. Talking about a country here and do anything for but feed off of.
Identity Attack0.11047905
Insult0.48627716
Profanity0.087430455
Threat0.008556974
Severe Toxicity0.015350811
Moderate 0.44039994 Moderate Con 0.333 Meta_Commentary
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
GARBAGE TALK .
GARBAGE TALK .
Identity Attack0.011765319
Insult0.4378843
Profanity0.29209393
Threat0.0076507707
Severe Toxicity0.022839356
Moderate 0.4398409 Low Con 0.148
Sep 15, 2025 Why Canadians Are Turning Against …
What the white Canadians need to remember is you stole that land from the natives you have no place to talk
What the white Canadians need to remember is you stole that land from the natives you have no place to talk
Identity Attack0.4907465
Insult0.3388922
Profanity0.073529124
Threat0.015429466
Severe Toxicity0.023076924
Moderate 0.43965456 Low Con 0.225 Moral_Argument
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No one really talks to me at work because I'm usually the only English speaking Canadian. Thankfully I found atleast this part time job that treat me great. But 28-31 hrs a week really doesn't …
No one really talks to me at work because I'm usually the only English speaking Canadian. Thankfully I found atleast this part time job that treat me great. But 28-31 hrs a week really doesn't do shit with a kid let alone if I was just myself
Identity Attack0.06431354
Insult0.18728738
Profanity0.5381406
Threat0.008039144
Severe Toxicity0.022710243
Moderate 0.4394682 Constructive 0.707 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
THERE NOBODY IN CANADA THEY TRAVEL GOT KILLED THANK CANADIAN GOVERMENT TALKING ABOUT SEEK REFUGIE NONSENSE
THERE NOBODY IN CANADA THEY TRAVEL GOT KILLED THANK CANADIAN GOVERMENT TALKING ABOUT SEEK REFUGIE NONSENSE
Identity Attack0.2803029
Insult0.41767508
Profanity0.075792134
Threat0.12689553
Severe Toxicity0.023076924
Moderate 0.4394682 Low Con 0.182 Unverified_Claim
Feb 26, 2026 'We do know that there's …
I wonder how racist dogs roam freely in Canada? Indians are hard workers; there are various non-working German tribes with mafia gangs, there are Chinese gangs with separate police stations that do not respect Canadian …
I wonder how racist dogs roam freely in Canada? Indians are hard workers; there are various non-working German tribes with mafia gangs, there are Chinese gangs with separate police stations that do not respect Canadian laws; you can stop at Tim Hortons for an hour and work on PC time and talk.
Identity Attack0.44690517
Insult0.44464502
Profanity0.062454045
Threat0.008531082
Severe Toxicity0.02258113
Moderate 0.43475235 Constructive 0.514 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
Canadians have no class to be talking about other people's class lol
Canadians have no class to be talking about other people's class lol
Identity Attack0.46050715
Insult0.39743927
Profanity0.0887236
Threat0.008945347
Severe Toxicity0.022839356
Moderate 0.42985553 Low Con 0.253 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
LET US TALK THE TRUTH!!!! NOTHING!!!!! WILL !!!! HAPPEN!!!!! TO!!!!! INDIANS!!!!!! 2LATE!!!!!!!!!!!
LET US TALK THE TRUTH!!!! NOTHING!!!!! WILL !!!! HAPPEN!!!!! TO!!!!! INDIANS!!!!!! 2LATE!!!!!!!!!!!
Identity Attack0.44690517
Insult0.16480011
Profanity0.16031636
Threat0.13815513
Severe Toxicity0.08332442
Moderate 0.4274071 Low Con 0.195 Fear_Threat
Sep 30, 2025 IRCC Names India in Study …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone really looked at all the Damn loop holes we have with *SO MUCH FREEDOM* its actually backwards! but they word it in such way and make it sound so confusing where we think they do have our best interest. REALLY ALL THESE RULES ARE ACTUALLY KEEPING US CONTROLLED. we do need the government on some matter to ensure we live by *GODS* rules not to originate their own rules to control us by. Canada is pretty darn good for this backwards talk, brainwash, diabolical plan. Look at the school or educational systems let lone bigger issues hidden in pages of pages by the hundreds of thousands rules we MUST LIVE BY. We all know its for their own personal benefit. We are only on this world for a short period of time we all want wealth ect. We all can have it. So many ways to fix the earth and how we coexist with eachother in peace and harmony. But TILL THE WORLDS POWER OF LOVE OVER COMES THE LOVE FOR POWER WE WILL THEN KNOW TRUE PEACE!!
Identity Attack0.14875233
Insult0.35505778
Profanity0.4131548
Threat0.011249693
Severe Toxicity0.023317307
Moderate 0.4269174 Constructive 0.673
May 30, 2019 How much do refugees and …
The irony of the obese guy on the bicycle talking about people's intelligence LOL.
The irony of the obese guy on the bicycle talking about people's intelligence LOL.
Identity Attack0.2869935
Insult0.4302003
Profanity0.079025
Threat0.00756015
Severe Toxicity0.013995127
Moderate 0.4269174 Low Con 0.205 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who …
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who are immigrants themselves are being racist cuz they're white, wut de sigam.
Identity Attack0.50515604
Insult0.3388922
Profanity0.055940874
Threat0.008129764
Severe Toxicity0.016964722
Moderate 0.4269174 Constructive 0.506 Identity Attack Moral_Argument
Dec 8, 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.