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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: "As a son of an …" 79 comments · Page 3 of 4
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things …
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things seem so wrong. My main upset is for my teen son. Turned 16 after Christmas. So excited about looking for a part-time job, earning some money, getting experiences and (unbeknownst to him ) expanding his social circle. This excitement came from me. LIke all us Canadians who remember our first part-time jobs (mine was at a McDonalds), I regaled my son in stories of that first part-time job. How much I learned from it, and the so many benefits it would have for me as I got older. He listened, and couldn't wait to turn 16. Also, like most parents, I raised him on the benefits of working hard in school, getting good grades, learning, getting involved, etc. Do these things son, and you will have a good future. He listened. Honours student all his life. Played on school teams. Performed in talent shows, Volunteered his time, etc., etc. Not a bad resume for a first time teen seeking a job. It is now heading into September. He has applied at all the traditional teen job hotspots, (all the fast food joints, grocery stores, drug stores, etc). Dozens of resumes, online and in-person applications. Not a single response. Then I walk into the local Burger King. Not a single Caucasian, Black, Hispanic, Indigenous, or Far Eastern employee. All East Indian (or Pakistani). Suddenly I am really noticing this trend everywhere, especially in the franchise fast food industry; especially upsetting when I even see it in a Harvey's (even more Canadian than Timmies). It's either East Indians or Arabs. I don't know for how long I have been hearing about diversity and fair hiring practices (which I have always supported); but to see this trend makes me furious. Are the owners of these franchise exempt from fair hiring practices? Are they not taught we are a diverse country? This is wrong. I want to finish with two sad situations which we should all be concerned about. When my eldest was looking for part-time work after the pandemic, he walked into a Mr. Submarine. He asked if he could leave his resume or fill out an application. The Arab cashier told him in broken English they were not hiring. As he was walking out, a young Arab man walked in. He approached the same cashier and asked for an application. She gave him one. WTF. My last comment, is the most concerning of all. My 16 year old, who works so hard at school, and at everything he does, recently commented, after yet another non-reply after handing out a slew of resumes, "Dad... what's the use of working so hard if I can't even get a job at McDonalds." I wonder how many other Canadian teens are feeling the same way. Not just white teens. Black, Hispanic, Indigenous and East Asian teens. Seems the broken English East Indian and Arab teens and young adults aren't asking themselves that. How long until my son thinks I am just spewing BS about this hard work thing? This is not about racism. This is about fair hiring practices, especially in more and more franchises; however, I do find myself listening to more and more of these videos, and find myself developing sucb negative feelings towards these two cultures. This is not Canadian. To be thinking this way, especially, is not Canadian. What do we do? Speak up, and we are racist. Stay quiet, and our teen kids move into adulthood without job experience, money put away, or just having a life experience that any of us over 30 (no matter our race) experienced. Something has to change; but I haven't a clue how to do that.
Identity Attack0.15303208
Insult0.07808672
Profanity0.027273865
Threat0.008531082
Severe Toxicity0.00541687
Low Tox 0.19789438 Constructive 0.837 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory , so Indians regard themselves as the successors of the British Empire, so that we have reason to ask for more territory; our Indians’ greatest contribution to the world Just give birth to children. In order to have a population of 2 billion, we need more territory. Although we Indians have the most beggars in the world and most Indians have no jobs, it doesn’t matter. We will give birth to more children. Son, this way we can occupy Bhutan, Sri Lanka, Nepal, Pakistan,USA, Canada, Australia... until the whole earth
Identity Attack0.19495805
Insult0.061451588
Profanity0.07611542
Threat0.03787563
Severe Toxicity0.013736901
Low Tox 0.19124292 Constructive 0.547
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
My son is 16 years old can't even find a part time job unbelievable Canada is going down I'm a daughter of Italian immigrants and I can safely say Canada has lost its culture richness …
My son is 16 years old can't even find a part time job unbelievable Canada is going down I'm a daughter of Italian immigrants and I can safely say Canada has lost its culture richness so sad
Identity Attack0.14661247
Insult0.06494803
Profanity0.017094411
Threat0.006874025
Severe Toxicity0.0043296814
Low Tox 0.1883923 Constructive 0.682
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
Psalm 91:7-16 1599 Geneva Bible 7 A thousand shall fall at thy side, and ten thousand at thy right hand, but it shall not come near thee.🙋‍♂️ Psalm 144:7-8 Wycliffe Bible 7 Send out thine …
Psalm 91:7-16 1599 Geneva Bible 7 A thousand shall fall at thy side, and ten thousand at thy right hand, but it shall not come near thee.🙋‍♂️ Psalm 144:7-8 Wycliffe Bible 7 Send out thine hand from on high, ravish me out, and deliver thou me from many waters; and from the hand of alien sons. (Send out thy hand from on high, and take me out of here, that is, rescue me; save thou me from the deep waters, and from the power of foreigners, or of strangers.) 8 The mouth of whom spake vanity (Their mouths spoke lies); and the right hand of them is the right hand of wickedness. 1. Wycliffe's Bible (1382): Psalm 144:11 "Draw me out, and delyuere me fro the hond of alien children; whos mouth spak vanite, and her rigt hond is rigt hond of wickidnesse".  The Pre Amble of the Constitution and the Naturalization Act of 1790 by our Founders explicitly states this Nation and Citizenship is for our White Adamic Israelite peoples. Hebrews 11:33-34 KJV 33 Who through faith subdued kingdoms, wrought righteousness, obtained promises, stopped the mouths of lions. 34 Quenched the violence of fire, escaped the edge of the sword, out of weakness were made strong, waxed valiant in fight, (turned to flight the armies of the aliens.) Salute🙋‍♂️to the White Adamic Israelites the very Covenant peoples of God who are the lost sheep of the house of Jacob Israel that forgot who they are whom Jesus Christ LORD of Lords and KING of Kings conquered death, hell, sin, and the grave for.
Identity Attack0.09659086
Insult0.0623257
Profanity0.068967216
Threat0.024753258
Severe Toxicity0.012207031
Low Tox 0.17025198 Constructive 0.589
Jan 27, 2026 Inside Canada's Indian Invasion...
2:10 si eso es cierto yo soy europeo y si me mudo a EEUU celebraria la pascua el 11 de Julio y comería hamburguesas iria a un cine al aire libre y veria la superball …
2:10 si eso es cierto yo soy europeo y si me mudo a EEUU celebraria la pascua el 11 de Julio y comería hamburguesas iria a un cine al aire libre y veria la superball aun que solo sea para entender esa cultura. Y bueno las tradiciones de aqui son muy exportables alli salvo los reyes y semana santa se coincide perfectamente y es que si vas a un país es para disfrutar de el, recordando tu cultura y compartiendo la con el resto si quieren. Pero no aislando te en tu cultura nativa y querer ir remplazando la local por que si EEUU hubiera hecho lo mismo ahora only speaking in inglish a round the world.
Identity Attack0.10221587
Insult0.0638991
Profanity0.098377466
Threat0.008052089
Severe Toxicity0.0125103295
Low Tox 0.17025198 Constructive 0.666 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
as a son of immigrants and born in canada, i understand everyones concerns. for all the hard work we've done to assimilate and be accepted, the newer indians have thrown that hard work we've done …
as a son of immigrants and born in canada, i understand everyones concerns. for all the hard work we've done to assimilate and be accepted, the newer indians have thrown that hard work we've done out the window very sad
Identity Attack0.17614605
Insult0.04969218
Profanity0.01805087
Threat0.006912862
Severe Toxicity0.003452301
Low Tox 0.15987846 Constructive 0.767 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Talks about his 2 sons hit bij a driver like its normal,...what the F
Talks about his 2 sons hit bij a driver like its normal,...what the F
Identity Attack0.0029968263
Insult0.045593183
Profanity0.31761163
Threat0.011327368
Severe Toxicity0.023076924
Low Tox 0.15932569 Moderate Con 0.384 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening …
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening over here. We have suburbs in our eastern side which have turned into pockets of Punjab and Haryana. We have been in the restaurant industry for 30 years now, these students are taking our cash in what is a ‘cashless economy’. We’ve had one particular instance where a former employee faked her marriage certificates in order to get her permanent residency, now she’s in trouble with the authorities and may face some years in jail. The problem is they like taking ‘shortcuts’ and then they get stuck and expect us as employers to save them. The systems put into place have been exhausted to the point where is it useless.
Identity Attack0.083355546
Insult0.06023245
Profanity0.04867618
Threat0.009825659
Severe Toxicity0.0048065186
Low Tox 0.13388206 Constructive 0.795 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s the immigration fault why they allowed too much student permits allowed to come here. No job for young Canadian. My son looking for 3 years for part time jobs while studying but no jobs …
It’s the immigration fault why they allowed too much student permits allowed to come here. No job for young Canadian. My son looking for 3 years for part time jobs while studying but no jobs for him coz company hires international students and mostly from that country.😢
Identity Attack0.10221587
Insult0.030375287
Profanity0.011577694
Threat0.006220264
Severe Toxicity0.0028419495
Low Tox 0.119997114 Constructive 0.606
Sep 30, 2025 IRCC Names India in Study …
I am born in Canada and I am seeing immigrants getting so much help! They live better than my son and I and I’m 60 man .. wow!! My son and I were evicted 3 …
I am born in Canada and I am seeing immigrants getting so much help! They live better than my son and I and I’m 60 man .. wow!! My son and I were evicted 3 yrs ago and barely found a place I can afford!! I’m indeginious and I love All diff races man!! We were soooo close to live in my car! And 34 yrs at my job!!
Identity Attack0.09824528
Insult0.023866551
Profanity0.01764096
Threat0.0071717775
Severe Toxicity0.003528595
Low Tox 0.11129999 Constructive 0.693 Personal_Narrative
Aug 26, 2025 21 likes Why Canadians Are Turning Against …
Manusmriti 9:3 father guards her during virginity, the husband guards her in youth, the sons guard her in old age; the woman is never fit for independence.—(iii).
Manusmriti 9:3 father guards her during virginity, the husband guards her in youth, the sons guard her in old age; the woman is never fit for independence.—(iii).
Identity Attack0.07094744
Insult0.032138187
Profanity0.023994578
Threat0.010214032
Severe Toxicity0.0036621094
Low Tox 0.10653123 Low Con 0.22 Unverified_Claim
Feb 23, 2026 Inside Canada's Indian Invasion...
Did some sons to immigrants in Brampton too maybe convert to Christianity after being born in Canada to Sikhs some of whom were authoritarian in Brampton too same as authoritarian minded men and women from …
Did some sons to immigrants in Brampton too maybe convert to Christianity after being born in Canada to Sikhs some of whom were authoritarian in Brampton too same as authoritarian minded men and women from every other kind of family background are like sometimes. Would be interesting to find out how they mangaged to survive after choosing to leave the faith of their parents behind them.
Identity Attack0.06658725
Insult0.028392024
Profanity0.012551232
Threat0.0064468146
Severe Toxicity0.0019264221
Low Tox 0.10089093 Constructive 0.645 Personal_Narrative
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
The father started the path to destruction. The son ended it.
The father started the path to destruction. The son ended it.
Identity Attack0.0068076057
Insult0.01890341
Profanity0.01846078
Threat0.03235042
Severe Toxicity0.0028800964
Low Tox 0.09741997 Low Con 0.217 Meta_Commentary
Feb 11, 2026 Canada's tighter immigration policy divides …
Just wait until Second Sons & Dominion Society do what they've been planning. These things will soon learn they're not wanted in Canada.
Just wait until Second Sons & Dominion Society do what they've been planning. These things will soon learn they're not wanted in Canada.
Identity Attack0.044612918
Insult0.028722567
Profanity0.0113215
Threat0.008945347
Severe Toxicity0.0024986267
Low Tox 0.09655223 Low Con 0.163 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Such good news! These deportations are excellent. Now maybe my son can get a job.
Such good news! These deportations are excellent. Now maybe my son can get a job.
Identity Attack0.027011903
Insult0.017485369
Profanity0.011475217
Threat0.008815889
Severe Toxicity0.0020885468
Low Tox 0.083999306 Constructive 0.531
Dec 28, 2025 Deportations From Canada at Their …
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing …
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing my son and lot of canadian citizen student in george brown college could not get CO-OP so they could not carry on education while overseas student specially Indian student got CO-OP either in my company . when i call my MMP they didn't reply so far now these student are working in Tim Horton
Identity Attack0.052035484
Insult0.025413504
Profanity0.014259194
Threat0.006848133
Severe Toxicity0.0020980835
Low Tox 0.08083374 Constructive 0.662 Personal_Narrative
Oct 6, 2025 IRCC Names India in Study …
I’m indo Canadian came in Canada 1990 I was 21 years old but I learned Canadian values culture I adopted… I have 2 sons booths in accounting my self zero crime or police never charged …
I’m indo Canadian came in Canada 1990 I was 21 years old but I learned Canadian values culture I adopted… I have 2 sons booths in accounting my self zero crime or police never charged me I love Canada… I’m proud to be Canadian I’m Sikh… I’ll will die for Canada….
Identity Attack0.026207991
Insult0.016784932
Profanity0.017162729
Threat0.030623792
Severe Toxicity0.0044441223
Low Tox 0.07845957 Constructive 0.65 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm disabled. I live off of $850 per month. That has to cover food, clothing, bills, household needs, medical, laundry, and transit. Yes, I had a working life before I became disabled so I paid …
I'm disabled. I live off of $850 per month. That has to cover food, clothing, bills, household needs, medical, laundry, and transit. Yes, I had a working life before I became disabled so I paid into the system which I now need. I have uncovered medical needs that I can no longer meet. (Very rare solar allergy which also includes reactionsto certain lights on the visible light spectrum such as blue and white light) No vacations, no cable or internet, second hand clothing, no outings, no funds to have food delivered. I have to take the risk and use public transit which comes with medical consequences every time. I've had food poisoning three months in a row. Each month becomes harder. I feel like I'm drowning. My son can't find a job either. Canada is collapsing.
Identity Attack0.02138452
Insult0.020772645
Profanity0.024404489
Threat0.007624879
Severe Toxicity0.0025558472
Low Tox 0.05799546 Constructive 0.719 Personal_Narrative
Aug 28, 2025 5 likes Why Canadians Are Turning Against …
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part …
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part of Walmart but I only seen one actual Canadian born worker... Sure it can be said it's assumption on my part but I am confident with my assumption based on what I saw. Our public transportation ( bus ) there's only 4 Canadians left. Now our busses speed, don't give time for people to get on safely.... accidents almost daily. And from what I heard there has to be a shuttle bus on standby because the new drivers just make false claims of accidents and issues so shuttle has to come and pick up the people on the bus to finish the route. Our rental market is far and thin. Our homeless is Canadians NOT foreign. And we are seeking illicit activities and mind altering chemicals to deal with the stress of life more and more each day. Concerns me my son and daughter have to grow up like this. I fear for them and their future in a country that I once believed in. I'm not racist I try my best to treat everyone fairly and equally. But Canada is changing and it's causing great impact we can't handle.
Identity Attack0.02138452
Insult0.024511116
Profanity0.015728042
Threat0.007832011
Severe Toxicity0.0019836426
Low Tox 0.054779384 Constructive 0.835
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
and a story that the former prime minister was the son of Fidel Castro; I went to see it and it really has pictures.🇨🇺He has photos of his mother with Fidel; in Cuba.🤯🤯
and a story that the former prime minister was the son of Fidel Castro; I went to see it and it really has pictures.🇨🇺He has photos of his mother with Fidel; in Cuba.🤯🤯
Identity Attack0.013144426
Insult0.019483518
Profanity0.017777596
Threat0.0076766624
Severe Toxicity0.0019741058
Low Tox 0.054531995 Constructive 0.591 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Remember how someone called his Role Model son of Lotu Peshker 😂😂😂
Remember how someone called his Role Model son of Lotu Peshker 😂😂😂
Identity Attack0.0076955543
Insult0.024768941
Profanity0.023243073
Threat0.007365964
Severe Toxicity0.0021266937
Low Tox 0.05131592 Low Con 0.223
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Thank the Trudeau's. Father and son. And now Mark Carney and the rest of the Trudeau Liberal government. They will continue to allow immigrants who will continually vote for the Liberal government that pays their …
Thank the Trudeau's. Father and son. And now Mark Carney and the rest of the Trudeau Liberal government. They will continue to allow immigrants who will continually vote for the Liberal government that pays their way for their vote.
Identity Attack0.026609946
Insult0.019096779
Profanity0.009767254
Threat0.0063885585
Severe Toxicity0.0012874603
Low Tox 0.050821137 Moderate Con 0.353
Aug 26, 2025 Why Canadians Are Turning Against …
My son is having a hard time finding a job. He is 22 and looking for anything. I told him to leave the country and come back and claim asylum. I am sure they would …
My son is having a hard time finding a job. He is 22 and looking for anything. I told him to leave the country and come back and claim asylum. I am sure they would not say anything because there are no checks and balances in our immigration system.
Identity Attack0.017766917
Insult0.012870909
Profanity0.012073003
Threat0.006699257
Severe Toxicity0.0010681152
Low Tox 0.03781283 Constructive 0.681 Personal_Narrative
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
We have enough. Sorry i need jobs for my sons
We have enough. Sorry i need jobs for my sons
Identity Attack0.0074365693
Insult0.012794908
Profanity0.015625564
Threat0.0074436385
Severe Toxicity0.0017166138
Low Tox 0.037577134 Moderate Con 0.449 Economic_Argument
Nov 20, 2025 10 likes Quebec Ends Economic Immigration Program …
I don't know a single person whose kids are fed through that program and my son's in grade 2
I don't know a single person whose kids are fed through that program and my son's in grade 2
Identity Attack0.006474625
Insult0.010020891
Profanity0.017026093
Threat0.007301235
Severe Toxicity0.0013160706
Low Tox 0.029092113 Constructive 0.592 Personal_Narrative
Jan 12, 2026 38 likes Canada’s new rules in 2026

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.