Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Not all immigrants. I an …" 3,653 comments · Page 30 of 147
As a brown dude I find it crazy how white people can’t have their own area free from immigrants
As a brown dude I find it crazy how white people can’t have their own area free from immigrants
Identity Attack0.5135796
Insult0.25205973
Profanity0.1854088
Threat0.013631714
Severe Toxicity0.022322904
Moderate 0.4269174 Moderate Con 0.427 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
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...
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Identity Attack0.5203519
Insult0.2838064
Profanity0.12158839
Threat0.053007595
Severe Toxicity0.059217658
Moderate 0.4269174 Low Con 0.233 Identity Attack Unverified_Claim
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but …
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but majority robberies from The blacks new immigrants. Not racism, but too many Indians, no integrity, not polite, not following our cultural and demanding us to respect them. Respect is a two- way street. Thry don't respect our traditions, they should get deported. Politicians corruption like a third world countries because those immigrants are from those countries.
Identity Attack0.49032792
Insult0.39297962
Profanity0.09583591
Threat0.08396416
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.413 Call_To_Action
Sep 13, 2025 Why Canadians Are Turning Against …
why they dropheads blaming those immigrants.
why they dropheads blaming those immigrants.
Identity Attack0.38318536
Insult0.42881694
Profanity0.17473823
Threat0.013372798
Severe Toxicity0.020515325
Moderate 0.4269174 Low Con 0.188 Question
Dec 3, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
57,000$/year is "middle class"? That's ridiculous.on top of that, Canada needs a serious social infrastructure boost to put a bandaid on the insane immigration numbers of the last 5 years as well.
57,000$/year is "middle class"? That's ridiculous.on top of that, Canada needs a serious social infrastructure boost to put a bandaid on the insane immigration numbers of the last 5 years as well.
Identity Attack0.1007269
Insult0.47384647
Profanity0.068967216
Threat0.008582866
Severe Toxicity0.009498596
Moderate 0.4269174 Moderate Con 0.463
Jan 3, 2026 18 likes New rules, regulations take effect …
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 …
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 …
India: and the fraud and corruption it brings to Canada. Note the people with Indian background in inside Immigration Canada.
India: and the fraud and corruption it brings to Canada. Note the people with Indian background in inside Immigration Canada.
Identity Attack0.4774257
Insult0.39297962
Profanity0.028503597
Threat0.008401625
Severe Toxicity0.01935331
Moderate 0.4269174 Low Con 0.254
Oct 1, 2025 IRCC Names India in Study …
Whites making up fictional stories about immigrants to cope with the fact that they have been here for generations and still broke lmao.
Whites making up fictional stories about immigrants to cope with the fact that they have been here for generations and still broke lmao.
Identity Attack0.48915586
Insult0.25007802
Profanity0.21781154
Threat0.011922873
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.206 Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
This happening here in Canada because liberal government they allow this Indians and Muslims to come to our country out of control, the problem is companies hired Indians under the immigration program that rewards them …
This happening here in Canada because liberal government they allow this Indians and Muslims to come to our country out of control, the problem is companies hired Indians under the immigration program that rewards them for hired Indians.
Identity Attack0.5485698
Insult0.25602314
Profanity0.041160982
Threat0.009851551
Severe Toxicity0.02296847
Moderate 0.4269174 Moderate Con 0.395 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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 …
Time to correct the problem. No more immigrants coming in and shipping the ones here back to their homes. The ones here don't even have the brains to speak French or English. The liberal government …
Time to correct the problem. No more immigrants coming in and shipping the ones here back to their homes. The ones here don't even have the brains to speak French or English. The liberal government has screwed up time and time again, not just immigration, but with many failed ideas. So it's time that we fix the biggest problem, get rid of the failed liberals. May God bless us all
Identity Attack0.41975367
Insult0.42743355
Profanity0.19770569
Threat0.1319513
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.295
Sep 8, 2025 Why Canadians Are Turning Against …
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Identity Attack0.5135796
Insult0.2435641
Profanity0.10363861
Threat0.2606104
Severe Toxicity0.023411209
Moderate 0.4269174 Moderate Con 0.331 Identity Attack Moral_Argument
Feb 11, 2026 Inside Canada's Indian Invasion...
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 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 …
EXPORT the IMPORTS from the countries of the middle eastern region's globally: like INDIA , a country that does not meet Canadian human rights and moralities and ethical first world country levels for innocent women …
EXPORT the IMPORTS from the countries of the middle eastern region's globally: like INDIA , a country that does not meet Canadian human rights and moralities and ethical first world country levels for innocent women and children, like CANDIAN RIGHTS for women and children. INDIA has the highest rapes rates and is the worst country in the world for HUMAN SACRIFICE of brutal rape victims , innocent women and children who are raped and then stoned to death over a thousand a year ...according to the UNITED NATIONS website: India is the worst country in 2024 A.D. for human sacrifices of innocent women rape victims, with well over 1400 reported human sacrifices by stoning. Our country needs to put women's rights into the immigrational policies regarding the standards of civilizations to immigrate from to replace our tax paying families Canadians at our childrens and grandchildren's future jobs, housing and educational seatings...at least replace our families future by immigrating from countries that still don't perform HUMAN SACRIFICES, there's hundreds of countries to immigrate from besides the ones involved in the yearly middle eastern genocide of innocent women and little girls who get murdered by the tens of thousands annually for reporting they have been raped , and then murdered by their closest male family members to to prove their obedience by committing the murders with ROCKS to appease their ancient gods wrath and hatred towards the woman for supposedly enticing the rape....stop condoning the genocide of these women and put our foot down to immigrating from countries like the ones that have the lowest women's and children rights on the planet. This is taking a savagely major step backwards in our advanced modern civilization of Canada, we do not stone innocent women and little girls or boys to death when they complain of being raped, we prosecute the sexual predator, then slap him on the wrist with probation of a hotel jail with room service and free heat and lights and hot showers and a new identity when released after a few months, so they can continue to rape and molest children for the rest of their lives, making hundreds of victims by the day they die...that's the cowardly Canadian way...this is why the country with the highest rape and child molestation rates globally and human sacrifices of these victims is moving here and our cowardly sellout government allows it, we are COWARDS that don't stand up for our women's rights, cowardly men that allow rapist to run around free raping our women and children until the day they die and filming their heinous crimes to sell on the internet, being Canadian is being a COWARD these days. CANADA had immigrational standards based on reflecting our societies ethical stances of common moralities with a stern respectable justice system that protected women's and childrens rights , in 1892 A.D. in NOVA SCOTA we executed men caught red-handed raping innocent women and children or put them in a profitable work prison until the day they DIED, we had a backbone and weren't spinless jelly fish.
Identity Attack0.4887047
Insult0.36193377
Profanity0.1110661
Threat0.24878941
Severe Toxicity0.031420294
Moderate 0.4269174 Constructive 0.534 Unverified_Claim
Dec 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We have so many jobs that only hire immigrants my lil town I can’t even find a job I haven’t graduated and the one’s I can I need my graduate to get one and the …
We have so many jobs that only hire immigrants my lil town I can’t even find a job I haven’t graduated and the one’s I can I need my graduate to get one and the jobs like Tim Hortons subway a&w grocery stores dollar store every job here only hire them it’s dumb I’ve been out a job for 3 years and the one’s that don’t hire kid’s cause it’s cheaper and people are starting to not want to live in Canada cause of it than you have prices going up housing going up
Identity Attack0.28034934
Insult0.47384647
Profanity0.14313951
Threat0.0076119336
Severe Toxicity0.015415368
Moderate 0.4269174 Constructive 0.587
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese …
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese or Muslim I bet 18 million + are muslim/ Indian or chinese that dislike Canadians , I know most Muslims hate everyone that lives in Canada That one Student is like 50+ how are we letting people like him come here as a student this man is a nurse brah I bet he doesnt know are standards at all This video just makes me hate Canada even more The fucked thing is the old mans right Help the person First but At this point we are just sick of it we cant help ourselfs, we need them all gone back to pre 2010 lvls
Identity Attack0.47178617
Insult0.36798462
Profanity0.0838743
Threat0.04718852
Severe Toxicity0.023458159
Moderate 0.4269174 Moderate Con 0.472 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Everyone knows this if u live in toronto, immigration officers are incompetent and 10 yrs late.
Everyone knows this if u live in toronto, immigration officers are incompetent and 10 yrs late.
Identity Attack0.15945168
Insult0.48399165
Profanity0.033645786
Threat0.008116818
Severe Toxicity0.008926392
Moderate 0.4269174 Moderate Con 0.376 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.