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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 for immigration but …" 3,653 comments · Page 29 of 147
no we are not against immigrants. Just those with improper hygiene, difficult accents, no comprehension of manners, strong sense of entitlement, cuisine that allows them to reek on public transit, no clue about preserving natural …
no we are not against immigrants. Just those with improper hygiene, difficult accents, no comprehension of manners, strong sense of entitlement, cuisine that allows them to reek on public transit, no clue about preserving natural resources and my favourite, defecating on beaches then having the audacity to lie about it and blame local dogs! They are actually cleaner than this uncouth demographic. 😮
Identity Attack0.43896464
Insult0.43450394
Profanity0.15724123
Threat0.009955117
Severe Toxicity0.023076924
Moderate 0.42985553 Moderate Con 0.423 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Satan's minions are operating the govts and all its systems. Do not expect anything righteous and good happening by them for mankind. They create the problems, people react and want solutions and then they implement …
Satan's minions are operating the govts and all its systems. Do not expect anything righteous and good happening by them for mankind. They create the problems, people react and want solutions and then they implement their preplanned abominable NWO agendas...Through "Immigration Reforms" they will implement the whole A.I. Digital ID solutions...DO NOT FALL FOR IT. DO NOT PARTAKE IN ANY OF THE NWO BEAST SYSTEMS
Identity Attack0.27701542
Insult0.35333878
Profanity0.27882218
Threat0.03373172
Severe Toxicity0.023552058
Moderate 0.42985553 Low Con 0.266 Unverified_Claim
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Immigration Immigration Immigration Immigration Immigration the root of all evil
Immigration Immigration Immigration Immigration Immigration the root of all evil
Identity Attack0.458714
Insult0.20901857
Profanity0.10116278
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.181
Aug 24, 2025 Why Canadians Are Turning Against …
Hotel bought by this women in immigration to house transitional immigrants, why do Taxpyers have to pay for her incompetence
Hotel bought by this women in immigration to house transitional immigrants, why do Taxpyers have to pay for her incompetence
Identity Attack0.34974504
Insult0.46923602
Profanity0.041160982
Threat0.0074824756
Severe Toxicity0.01393057
Moderate 0.42985553 Low Con 0.3 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Speaking as a black immigrant. Brampton is the first place and only thus far where I have experienced racism. It was the worst 2 years of living here...high car insurance cause they keep meeting in …
Speaking as a black immigrant. Brampton is the first place and only thus far where I have experienced racism. It was the worst 2 years of living here...high car insurance cause they keep meeting in accidents...deliberately and by accident. They are nasty. Don't follow rules. Impose their own ways on everybody else. I'm not racist but they make me feel partial.
Identity Attack0.46028158
Insult0.4125297
Profanity0.15283443
Threat0.011819307
Severe Toxicity0.022452017
Moderate 0.42985553 Constructive 0.687 Personal_Narrative
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has failed! We are now CanIndia! Why is it so damn important for countries to accept immigrants? Please tell me why!
Canada has failed! We are now CanIndia! Why is it so damn important for countries to accept immigrants? Please tell me why!
Identity Attack0.36873037
Insult0.34626248
Profanity0.39409557
Threat0.008738215
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.289 Identity_Assertion
Sep 28, 2025 How Canada broke its immigration …
Wow. I am absolutely disgusted with fellow Canadians think about immigration like this.shame on you.
Wow. I am absolutely disgusted with fellow Canadians think about immigration like this.shame on you.
Identity Attack0.36873037
Insult0.40975618
Profanity0.05543986
Threat0.0101363575
Severe Toxicity0.016125489
Moderate 0.4274071 Moderate Con 0.433
Sep 2, 2025 Why Canadians Are Turning Against …
The immigrants have absolutely no respect for Canadian people and most of them are here illegally and need to get deported back to their own country and get out of Canada.
The immigrants have absolutely no respect for Canadian people and most of them are here illegally and need to get deported back to their own country and get out of Canada.
Identity Attack0.5051609
Insult0.3388922
Profanity0.04642162
Threat0.024580594
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.277 Identity Attack Unverified_Claim
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Every metric that made our Canadian lives great is being destroyed by mass immigration. But without it the ridiculous real estate market the..ahem....bankers created by lending money to international criminals to buy our Canadian homes …
Every metric that made our Canadian lives great is being destroyed by mass immigration. But without it the ridiculous real estate market the..ahem....bankers created by lending money to international criminals to buy our Canadian homes to wash their dirty money will collapse on said bankers. So Canada has to become India to support their questionable usury behaviours.
Identity Attack0.28034934
Insult0.4747285
Profanity0.07967158
Threat0.009929225
Severe Toxicity0.013801457
Moderate 0.4274071 Low Con 0.208
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
The liberals minister for immigration doesn't have a clue. She is not going to win this argument. Just take a look around you. Sick of this.
The liberals minister for immigration doesn't have a clue. She is not going to win this argument. Just take a look around you. Sick of this.
Identity Attack0.060220852
Insult0.48627716
Profanity0.050930742
Threat0.009411395
Severe Toxicity0.00831604
Moderate 0.4269174 Low Con 0.278 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I …
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I have never felt bad feelings toward any group of people, but that is changing by the day. The garbage on the ground and the filthy public restrooms are disgusting. The shoplifting is off the charts…I literally witnessed a group of black young women walk slowly out of a Winners store while the alarms blared and the staff just shrugged. Canadians cannot get jobs, the service has tanked in the last few years due to an entitled workforce with a bad attitude. wtf?
Identity Attack0.42615733
Insult0.4339631
Profanity0.12035047
Threat0.01238892
Severe Toxicity0.021806452
Moderate 0.4269174 Constructive 0.575 Fear_Threat
Aug 27, 2025 42 likes Why Canadians Are Turning Against …
As an immigrant, I support deporting immigration scammers
As an immigrant, I support deporting immigration scammers
Identity Attack0.4139151
Insult0.39743927
Profanity0.19278693
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.381 Moral_Argument
Oct 1, 2025 IRCC Names India in Study …
U white guy making video against immigrants- how sad for u - you don’t know real history- why u given visa to come - that is it govt issue nothing do immigrant - Poland guy …
U white guy making video against immigrants- how sad for u - you don’t know real history- why u given visa to come - that is it govt issue nothing do immigrant - Poland guy why come Canada tell me
Identity Attack0.48915586
Insult0.26957804
Profanity0.02973333
Threat0.010395273
Severe Toxicity0.019740647
Moderate 0.4269174 Low Con 0.252
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Some Indians ruined the image of all immigrants in Canada.
Some Indians ruined the image of all immigrants in Canada.
Identity Attack0.53446084
Insult0.26957804
Profanity0.09899642
Threat0.012130005
Severe Toxicity0.019095084
Moderate 0.4269174 Moderate Con 0.316 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m live in a tent surrounded by junkies harassed daily by rich immigrants that look at me like dog meat,profiled by security guards in turbans,even the homeless shelters hire them everyday is a slap in …
I’m live in a tent surrounded by junkies harassed daily by rich immigrants that look at me like dog meat,profiled by security guards in turbans,even the homeless shelters hire them everyday is a slap in the face.our political leaders are more worried about gay pride than division of labour and resources.we need to get our kids off drugs not give them more reasons to quit life.i wish I had video of the entitled Hindu that lectured me on Brit’s in India 70yrs before he was born it’s okay to crap on British colonization but you can’t crap on them for flooding into Europe and North America because that’s racist. What do I get when I go to India? Delhi belly or pickpocketed. Maybe if we send Walmart,Tim hortons, ,McDonald’s to India and go back to mom and pop shops. Ask them how they feel about gay pride than,do they get to drive out the muslims like they did when the Brit’s left? That’s why Pakistani exists,we just expect them to drop their bullshit when they move here.ive slept in a tent next to a war memorial and was routinely woken up by free palatstine and other bullshit protests that those soldiers did not fight for
Identity Attack0.458714
Insult0.42567953
Profanity0.19893537
Threat0.13815513
Severe Toxicity0.024772761
Moderate 0.4269174 Constructive 0.618 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Lena Diab is an embarrassment, and sadly, I say that as someone who lives in her riding and sees her up close (shame on my neighbours!). And I think we have to assume that she …
Lena Diab is an embarrassment, and sadly, I say that as someone who lives in her riding and sees her up close (shame on my neighbours!). And I think we have to assume that she remains the Immigration Minister because Carney wants the file to be mismanaged, or he would replace her.
Identity Attack0.015757138
Insult0.48627716
Profanity0.06044999
Threat0.010447056
Severe Toxicity0.011291504
Moderate 0.4269174 Constructive 0.582 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
YOU. BROUGHT. IMMIGRANTS HERE. STOP 🛑 COMPLAINING 😂😂😂
YOU. BROUGHT. IMMIGRANTS HERE. STOP 🛑 COMPLAINING 😂😂😂
Identity Attack0.41975367
Insult0.25404143
Profanity0.10549548
Threat0.010938995
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.208 Humor_Satire
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Identity Attack0.55011386
Insult0.26957804
Profanity0.06946823
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.614 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
The arrogance of the most latest immigrants, not only Indians, Filipinos, Somalis but also Ukrainians is astonishing.
The arrogance of the most latest immigrants, not only Indians, Filipinos, Somalis but also Ukrainians is astonishing.
Identity Attack0.46028158
Insult0.40243408
Profanity0.059447967
Threat0.008686432
Severe Toxicity0.017287504
Moderate 0.4269174 Low Con 0.184 Identity_Assertion
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
I'm sick of being treated like a racist because I don't want my country filled with people from another country who do not share the same values as my people. It's a disgusting attempt by …
I'm sick of being treated like a racist because I don't want my country filled with people from another country who do not share the same values as my people. It's a disgusting attempt by the media controlled governments to turn people against each other while they simply rack in the money off immigration fees.
Identity Attack0.3908055
Insult0.41530323
Profanity0.09744903
Threat0.009592636
Severe Toxicity0.016964722
Moderate 0.4269174 Constructive 0.523 Identity_Assertion
Feb 11, 2026 6 likes Inside Canada's Indian Invasion...
Say what you want about Hispanic immigrants. Yes, they bring problems too, but they are Christians, family driven, and have way more in common with the west
Say what you want about Hispanic immigrants. Yes, they bring problems too, but they are Christians, family driven, and have way more in common with the west
Identity Attack0.5485698
Insult0.31740165
Profanity0.10549548
Threat0.011586283
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.464 Identity Attack
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bro's wife got piped by an immigrant, explains the frustration
Bro's wife got piped by an immigrant, explains the frustration
Identity Attack0.41052565
Insult0.34314156
Profanity0.22643133
Threat0.045572113
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.445 Humor_Satire
Jan 28, 2026 3 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)
This is all happening because Trudeau loves immigrants. Trudeau ruined Canada 🇨🇦. 😡😡
This is all happening because Trudeau loves immigrants. Trudeau ruined Canada 🇨🇦. 😡😡
Identity Attack0.44690517
Insult0.36798462
Profanity0.034146797
Threat0.013113883
Severe Toxicity0.017674843
Moderate 0.4269174 Low Con 0.204 Policy_Critique
Sep 4, 2025 1 likes Why Canadians Are Turning Against …

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.