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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: "Why didn’t you do this …" 360 comments · Page 9 of 15
7:07 “You said it I didn’t say it” 😭😭😭💀
7:07 “You said it I didn’t say it” 😭😭😭💀
Identity Attack0.007214582
Insult0.023608726
Profanity0.08549073
Threat0.009644418
Severe Toxicity0.0074768066
Low Tox 0.15490346 Moderate Con 0.351 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on …
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on the hinges of our door and he was bleeding everywhere (he later had to get 6 stitches to fix it), my father was out working and we didn't know how to contact the police or hospital because we didn't have a home phone yet. We used our neighbors and the ambulance came and I strictly remember that because we didn't have our health cards yet they wouldn't start work even though my father said he will pay when he gets there. I remember my mother and I feeling helpless while my 1 year old brother was bleeding out (the hospital staff tried to stop the bleeding with cotton ball and bandage) and I distinctly remember that they did not start helping my brother even WHILE my father was paying but only started work after the bill was completed. Even though my family felt helpless at that time and we felt it was unfair, we never blamed Canada because it was their policy and they have every right to follow protocols. So it makes me angry to see people who walked into our country illegally getting far better treatment than my family ever got even though it might not be anything as life threatening as ours was. It makes me angry that our hard earned tax dollars are used to help people who have no motivation to help the country that gave them asylum during war.. It's actually the opposite as a lot of these families call their free housing "disgusting" and compare it to "living like a slave". I'm angry because little girls at my brothers own school are getting shoved and assaulted by refugee boys as young as 6-7 and are let off with a simple "don't do that again" and a meeting with the parents. This is not the Canada my family came to love and call home so I can't imagine the hardships of Canadians who are living here for 3, 4, 5+ generations 😔😔
Identity Attack0.046159767
Insult0.04910661
Profanity0.08193458
Threat0.063029334
Severe Toxicity0.00793457
Low Tox 0.15490346 Constructive 0.87
Feb 12, 2019 15 likes How much do refugees and …
So they literally developed the city, from a small town to a big city. What yall are complaining about? It’s not like European did better when they came in. Did European assimilate to indigenous culture? …
So they literally developed the city, from a small town to a big city. What yall are complaining about? It’s not like European did better when they came in. Did European assimilate to indigenous culture? At least indians didn’t force their culture like Europeans did
Identity Attack0.13377325
Insult0.034782536
Profanity0.027683776
Threat0.0072106146
Severe Toxicity0.0037384033
Low Tox 0.15435068 Moderate Con 0.345
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
That's crazy!! I lived in Montreal all my life and didn't know all these schemes happening lol. And QC has so many rules and laws to protect any kind of stuff.
That's crazy!! I lived in Montreal all my life and didn't know all these schemes happening lol. And QC has so many rules and laws to protect any kind of stuff.
Identity Attack0.0073995716
Insult0.06953252
Profanity0.04216301
Threat0.0065827454
Severe Toxicity0.0024986267
Low Tox 0.1537979 Constructive 0.65 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Part of the blame should also go to the corporations that were greedy and wanted to have cheap labor and then they got paid by the government.So both the government and that would be the …
Part of the blame should also go to the corporations that were greedy and wanted to have cheap labor and then they got paid by the government.So both the government and that would be the liberals and mark carney and the corporations that didn't want to pay the wages.They're to blame
Identity Attack0.010951365
Insult0.08508729
Profanity0.017914234
Threat0.0068028234
Severe Toxicity0.001745224
Low Tox 0.15324512 Constructive 0.509 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Last summer I was being served by an Indian young lady who had tape holding her glasses together and it broke my heart because she is working , serving me & doing a job I …
Last summer I was being served by an Indian young lady who had tape holding her glasses together and it broke my heart because she is working , serving me & doing a job I wouldn’t want for myself and I appreciated her and others so very much. Anyway, I had two spare frames at home and brought them to her the very next day. I didn’t care what race she was and in god’s eyes, our creator, we are all equal and we should try to be more like the lord. You can’t claim like most of you to be god loving and turn around and have hate in your heart. You disgust me. Keep in mind that a lot of you are immigrants too! Or at least your parents and other family members. Why don’t you go back home too then with that attitude? The home grown people are by far a bigger problem in this country than other races
Identity Attack0.105256535
Insult0.03710241
Profanity0.09961538
Threat0.012803185
Severe Toxicity0.008201599
Low Tox 0.15269235 Constructive 0.735 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
"i didn't see any discrimination since i came here" No shizz, you live in an 80% Indian majority city.
"i didn't see any discrimination since i came here" No shizz, you live in an 80% Indian majority city.
Identity Attack0.11047905
Insult0.03599453
Profanity0.030639706
Threat0.0067186756
Severe Toxicity0.003967285
Low Tox 0.15213956 Moderate Con 0.359
Oct 4, 2025 27 likes Inside Canada's Indian Metropolis (Brampton)
There have always been a few questionable people that are immigrants and refugees but it was in the early 2000s when you first started to see the foreign students and immigrants/refugees start to me more …
There have always been a few questionable people that are immigrants and refugees but it was in the early 2000s when you first started to see the foreign students and immigrants/refugees start to me more the "gimmegrant" type. They wanted sponsorship, benefits, housing, etc but didn't want to put in the work or participate and some were very dim also. It just got worse every year from 2006 I would say but with Trudeau in 2015 letting more in and telling them we have no culture spelled our doom but then you have ministers like Rempel who also like to play according to the wind. She was all about Islamophobia and supporting Muslims when convenient but now seems to want to close doors.
Identity Attack0.06704199
Insult0.07491849
Profanity0.023789622
Threat0.0071199946
Severe Toxicity0.0036811829
Low Tox 0.15213956 Constructive 0.65 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
What I'm mad about, why only people who are well of finances, can go anywhere they please. We the poor have stay on spot we were born, although the world is God's creation, and he …
What I'm mad about, why only people who are well of finances, can go anywhere they please. We the poor have stay on spot we were born, although the world is God's creation, and he didn't made up borders. And money too. This is all fake, money and borders
Identity Attack0.029144434
Insult0.05027775
Profanity0.027547138
Threat0.0067057298
Severe Toxicity0.0023841858
Low Tox 0.15158679 Constructive 0.638 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Vassy clearly didn’t read the motion! Disappointing journalism on show here.
Vassy clearly didn’t read the motion! Disappointing journalism on show here.
Identity Attack0.0033298072
Insult0.0816321
Profanity0.013507691
Threat0.0062785195
Severe Toxicity0.0012493134
Low Tox 0.14950264 Low Con 0.26 Policy_Critique
Feb 25, 2026 'We do know that there's …
My brother married a philapin and she was here 3 months at my house then left him to live on her own because he didn’t have money so people like that need to be shipped …
My brother married a philapin and she was here 3 months at my house then left him to live on her own because he didn’t have money so people like that need to be shipped bad because they use people just to get here
Identity Attack0.039456755
Insult0.05144889
Profanity0.028230323
Threat0.008867673
Severe Toxicity0.0032615662
Low Tox 0.14082454 Moderate Con 0.494
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Canadian here. It’s only divisive because it doesn’t go far enough Edit: also don’t be fooled—Trudeau didn’t help but this trend started in the West long before he was in office
Canadian here. It’s only divisive because it doesn’t go far enough Edit: also don’t be fooled—Trudeau didn’t help but this trend started in the West long before he was in office
Identity Attack0.019977676
Insult0.071433455
Profanity0.021398475
Threat0.006550381
Severe Toxicity0.0020122528
Low Tox 0.14082454 Constructive 0.513 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
9:10 this guy didn’t even answer the question
9:10 this guy didn’t even answer the question
Identity Attack0.007214582
Insult0.03257891
Profanity0.028640235
Threat0.009540852
Severe Toxicity0.0038719177
Low Tox 0.13908891 Low Con 0.262
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
What do they do in the temples, sing "what a friend we have in Shiva"? On the good side though, they don't try to lure people into their religion, like Christians do. I've never had …
What do they do in the temples, sing "what a friend we have in Shiva"? On the good side though, they don't try to lure people into their religion, like Christians do. I've never had an Indian come to my door and say "have you heard about Ganesh? Here are some free pamphlets. Perhaps we could come in and discuss your soul getting saved from Naraka". Maybe they tried it a few times and it didn't go well.
Identity Attack0.13591312
Insult0.02982438
Profanity0.01941724
Threat0.0077025536
Severe Toxicity0.0031471252
Low Tox 0.1269396 Constructive 0.711
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
It was the mass migration of sirriuns that didn’t go through proper system but instead just brought here with no standers
It was the mass migration of sirriuns that didn’t go through proper system but instead just brought here with no standers
Identity Attack0.08252834
Insult0.03599453
Profanity0.020510335
Threat0.0079873605
Severe Toxicity0.003414154
Low Tox 0.123468354 Low Con 0.23
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
Dude with the helmet didn't lie once !
Dude with the helmet didn't lie once !
Identity Attack0.006030651
Insult0.061976057
Profanity0.019280603
Threat0.007922632
Severe Toxicity0.002298355
Low Tox 0.12260055 Low Con 0.26 Solidarity
Jan 27, 2026 172 likes Inside Canada's Indian Invasion...
We didn’t vote liberal back in… the immigrants voted liberals back in
We didn’t vote liberal back in… the immigrants voted liberals back in
Identity Attack0.10221587
Insult0.029273475
Profanity0.016137952
Threat0.0066668927
Severe Toxicity0.0024223328
Low Tox 0.12086493 Low Con 0.261
Aug 26, 2025 Why Canadians Are Turning Against …
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue …
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue that Canadians currently have is that the people who come here from other countries don't adapt to our way of life and learn our culture and our values and that doesn't mean that you have to stop practicing your values or your religion all Canadians are asking for is respect for how we live in this country end the other biggest thing to that is to me extremely disrespectful if you've been here for more than three years you should be able to speak English like a Canadian and everything should be able to understand you and if you can't do that then that is just flat out disrespectful and rude because if I came to your country and after 3 years I still didn't speak your language or spoke it very poorly you would think the same thing you'd find it extremely rude so do any immigrants reading this understand we have no issue with you guys being here just adopt to our way of life our way of life and learn how to speak English
Identity Attack0.10221587
Insult0.0573046
Profanity0.021535112
Threat0.007793174
Severe Toxicity0.004386902
Low Tox 0.11912931 Constructive 0.812 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem …
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem with women and children abused, in violence and almost killed and our resources which are suppose to help protect the men coming here doing this because as immigrants they have value and so support anything they do to innocent people here because they have more worth as human beings than people born, raised and who lived here all their lives. Two lives viciously destroyed to protect someone sick with hate who is chronic woman hater and abuser but he must be respected for it. As someone immersed all their life in "culture" domestic violence is not culture as in immigration it's abuse and a crisis brought here and then force by law respect for it when it is already here bc it is a planet problem. For people without a lifetime of knowledge you would be shocked if knew what people think and say about us living here and what they believe from complete ignorance. It is a belief everything is owed to make lives bigger and better for them above everyone else bc they suffered somewhere else but the assumption is every person in Canada had the opportunity born here that all people should be rich and if anyone is under that standard they deserve nothing and it should be given to everyone coming in. It is understood in some groups the purpose and wants of Canadian women is providing free services to immigrant men because this is how all Canadian women chose to live as women. The expectation of women is back to the stone age to obey, speak when given permission and respect abuse. Our authorities now back that up. Don't believe me you can see evidence. We are being forced by law to change. How many persons with criminal records are here in past decade was that recent news report? There's good and bad but if you don't respect the bad then see what happens to you because suddenly you will the bad one as a Canadian so be prepared to respect and appreciate everything you spent a lifetime believing you didn't have to. Some people could write an encyclopedia of wild and bizarre things and opinions and expectations of the views others have of life here and it would make most here all their lives want to flee and leave. There are two opposite meanings of what respect is. It amounts to respect them and everything bad and disrespectful to us or we have no respect any other names. This includes not one specific culture but numerous ones and I am referring to a different one than referenced in this video. Respect divided into two opposite meanings, ignorance, lack of care, abuse, hate and so many things which our government is permitting to happen and people are losing their physical lives and becoming physically and mentally ill and it is directly related to destroying Canadians living here, killing them to force a message of change of respects and persons need to die to force it.
Identity Attack0.07673789
Insult0.03599453
Profanity0.028230323
Threat0.045895394
Severe Toxicity0.00579834
Low Tox 0.115658075 Constructive 0.83
Aug 28, 2025 Why Canadians Are Turning Against …
Why didn't you have a burner phone with you, that could have gone so much more smoothly as you could have just handed him the burner. That said great work regardless though as always
Why didn't you have a burner phone with you, that could have gone so much more smoothly as you could have just handed him the burner. That said great work regardless though as always
Identity Attack0.004587734
Insult0.025026767
Profanity0.03389629
Threat0.046218675
Severe Toxicity0.005722046
Low Tox 0.11450345 Constructive 0.615 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working …
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working in the nation I was raised and I am having some people have my job who aren't even fit for the job. It makes no sense to me. Our wages have stalled due to international students for a better life, but at the end I want money just like other Canadians who have been here for ages. Also we need to end why our government allows lucrative hiring contracts overseas for cheaper positions in certain degrees and diplomas. In addition, why are all of our call centers placed all over the world. From Africa, south east Asia, South Asia. Those jobs can be available here. We can have a decomcratic country if our country didn't care about just "growth" we didn't need more immigration. We needed systematic change in government, schools, common sense, I could go on. I think us as Canadians don't know how corrupt the world really is. Look at other countries and how they work. It's lucrative essentives to benefit only certain people. I would rather have our tax payer money be used to fix the system. My dad's been here since the 1980s and he is sad for everyone. This is a loss on both ends. We didn't create new universities, new highways to support the population, no hospitals, new schools. I remember when my class sizes were 18 to 20 kids. We need change, not radical because we were never that. Let's do what we do best and be Canadians for us first.
Identity Attack0.09410924
Insult0.04383647
Profanity0.019758832
Threat0.0074306927
Severe Toxicity0.0032806396
Low Tox 0.11419344 Constructive 0.85 Personal_Narrative
Oct 1, 2025 1 likes IRCC Names India in Study …
I didn’t vote Liberal because they ran the country for 10 years and they got nothing done so why should anyone else vote Liberal.
I didn’t vote Liberal because they ran the country for 10 years and they got nothing done so why should anyone else vote Liberal.
Identity Attack0.04822223
Insult0.05027775
Profanity0.014498309
Threat0.006809296
Severe Toxicity0.0023174286
Low Tox 0.1140901 Moderate Con 0.469 Policy_Critique
Feb 25, 2026 'We do know that there's …
No, Canada didn't break it. Justin rainbow socks Trudick broke it
No, Canada didn't break it. Justin rainbow socks Trudick broke it
Identity Attack0.010211408
Insult0.05086332
Profanity0.025770858
Threat0.009463178
Severe Toxicity0.0026130676
Low Tox 0.11367676 Low Con 0.203 Policy_Critique
Aug 1, 2025 How Canada broke its immigration …
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not …
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not enough. So we have to feed them for 5-10 years before they contribute? I WANT PAID VACATION IN HAWAII TOO WITH EVERYTHING INCLUDED. Why am I not getting it? I've never spent 1.5 years not working and I'm 38 years old. WTH
Identity Attack0.049989145
Insult0.033680726
Profanity0.069969244
Threat0.0068999166
Severe Toxicity0.0038146973
Low Tox 0.11357342 Constructive 0.73 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
I didn't vote for mass immigration, i didn't vote for immigrants to receive more in income than a Canadian, neither did many others, it isn't racism its facts
I didn't vote for mass immigration, i didn't vote for immigrants to receive more in income than a Canadian, neither did many others, it isn't racism its facts
Identity Attack0.10221587
Insult0.026831545
Profanity0.01220964
Threat0.006317357
Severe Toxicity0.0024604797
Low Tox 0.11347008 Constructive 0.587 Economic_Argument
Feb 21, 2026 4 likes LILLEY UNLEASHED: The fall of …

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.