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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 been here in East …" 228 comments · Page 7 of 10
3 days ago I was at emergency waiting room in south Calgary, 95% of the people in there were east Indian
3 days ago I was at emergency waiting room in south Calgary, 95% of the people in there were east Indian
Identity Attack0.26325142
Insult0.056719027
Profanity0.039407436
Threat0.008440462
Severe Toxicity0.0073623657
Low Tox 0.20195828 Moderate Con 0.462
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the …
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the city with mosques, their food, shops. That would all be fine but the issue is the cultural mentality that was being imported. My high school was filled with young men. Some of them over 20 but attending my high school and hanging out with young girls. They would establish gangs and get into fights. There was multiple stabbings at that school. At the time I dated men from Pakistan for a while and they would throw trash on the ground out the window, have parties with young girls constantly, get into fights, street race, and just generally be belligerent.
Identity Attack0.23998553
Insult0.07967083
Profanity0.032894265
Threat0.02440793
Severe Toxicity0.008430481
Low Tox 0.20126031 Constructive 0.7 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
This is why you never give citizenship to ANYONE. Learn form Middle East
This is why you never give citizenship to ANYONE. Learn form Middle East
Identity Attack0.116281845
Insult0.061276767
Profanity0.017572641
Threat0.007353018
Severe Toxicity0.004634857
Low Tox 0.20126031 Low Con 0.136 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Please stop mass immigration. The Canadian immigrants of today are not the ones of the 90's and early 2000's they come with no intention of assimilating into Canadian culture. Till that changes, we need to …
Please stop mass immigration. The Canadian immigrants of today are not the ones of the 90's and early 2000's they come with no intention of assimilating into Canadian culture. Till that changes, we need to tighten our borders, especially to foreign students from the Middle East and south asia who are abusing our system.
Identity Attack0.23694818
Insult0.06529768
Profanity0.013644327
Threat0.008556974
Severe Toxicity0.0045204163
Low Tox 0.20102765 Constructive 0.523 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Dont worry, I was born here, #East British Company, no looting like a European country 😂 . Gov and corporate greed have been fixing old age demographic with yng population the fastest way possible.
Dont worry, I was born here, #East British Company, no looting like a European country 😂 . Gov and corporate greed have been fixing old age demographic with yng population the fastest way possible.
Identity Attack0.10221587
Insult0.083359696
Profanity0.025907494
Threat0.007819066
Severe Toxicity0.0045394897
Low Tox 0.20056234 Moderate Con 0.415
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Stop importing from the middle east .
Stop importing from the middle east .
Identity Attack0.1808059
Insult0.039151907
Profanity0.020920247
Threat0.007624879
Severe Toxicity0.005645752
Low Tox 0.20056234 Low Con 0.142
Aug 25, 2025 Why Canadians Are Turning Against …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in the 2010s hearing about immigrants/refugees not assimilating in Europe and constantly just thought "well why don't they just do immigration with strong assimilation like we do here in Canada?", and now we had 4 years of sloppy immigration give or take, unfortunate. At least the straight up policies that led to this influx of poorly managed immigration is removed, but the same leaders and cabinet members and the like of the liberal government are present. Oh and did I mention they keep privatizing things, throwing money at mining industries without any seeing of the benefit to working Canadians realistically, and planning to build a pipeline by like 2035 towards east Asia which will likely be majority renewable energy by then, without actually trying to address the issues now present from the 4 years of sloppy immigration policy?
Identity Attack0.10221587
Insult0.08508729
Profanity0.05543986
Threat0.008246276
Severe Toxicity0.0051498413
Low Tox 0.1996317 Constructive 0.765 Policy_Critique
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
I don’t want any of them here. North East Calgary is the same as Brampton.
I don’t want any of them here. North East Calgary is the same as Brampton.
Identity Attack0.10221587
Insult0.06652143
Profanity0.014669105
Threat0.00899713
Severe Toxicity0.004825592
Low Tox 0.19694418 Moderate Con 0.364
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to Quebec or montreal, you will find same thing, not Indian, but mid east.😢
Come to Quebec or montreal, you will find same thing, not Indian, but mid east.😢
Identity Attack0.23163283
Insult0.056133457
Profanity0.017299367
Threat0.0071070488
Severe Toxicity0.0049591064
Low Tox 0.19599396 Moderate Con 0.303 Comparative_Framing
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of …
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of the population is white. They project that nearly 70% of Surreys population would be Indian by 2030. But by golly keep them away from a Big rig because they cannot drive them and give all Truckers a bad name.
Identity Attack0.1769227
Insult0.061451588
Profanity0.023174755
Threat0.012596053
Severe Toxicity0.005760193
Low Tox 0.19504376 Constructive 0.593 Unverified_Claim
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
host is east indian and an immigration and a biased lawyer reporting....you do the math and let me know how objective reporting this is inherently
host is east indian and an immigration and a biased lawyer reporting....you do the math and let me know how objective reporting this is inherently
Identity Attack0.120924085
Insult0.07333439
Profanity0.01490822
Threat0.006589218
Severe Toxicity0.0032234192
Low Tox 0.19409354 Low Con 0.237 Meta_Commentary
Jan 22, 2026 1 likes Why Canada’s immigration system has …
???? Title wrong or something this is about east asian immigrants in Canada not about Canada Indians under the 1876 Indian Act. ??? Why are immigrants being mislabeled as a indian on a different continent
???? Title wrong or something this is about east asian immigrants in Canada not about Canada Indians under the 1876 Indian Act. ??? Why are immigrants being mislabeled as a indian on a different continent
Identity Attack0.23239216
Insult0.04207976
Profanity0.015932998
Threat0.0063950317
Severe Toxicity0.0038337708
Low Tox 0.19314334 Moderate Con 0.313 Question
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
BC here so glad most illegals stay in East!
BC here so glad most illegals stay in East!
Identity Attack0.16801116
Insult0.06302499
Profanity0.017094411
Threat0.0070552654
Severe Toxicity0.004310608
Low Tox 0.19219314 Moderate Con 0.47
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
All the West is turning into India and Africa and Middle East
All the West is turning into India and Africa and Middle East
Identity Attack0.19298288
Insult0.043250903
Profanity0.037904397
Threat0.011223801
Severe Toxicity0.0075912476
Low Tox 0.19029272 Low Con 0.134 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I can understand the feeling of being overwhelmed but I don't actually see the problems that they are complaining about These Indians don't fill prisons, work and have high community values Why are the East …
I can understand the feeling of being overwhelmed but I don't actually see the problems that they are complaining about These Indians don't fill prisons, work and have high community values Why are the East Europeans complaining ?
Identity Attack0.22859548
Insult0.061801232
Profanity0.03915693
Threat0.00899713
Severe Toxicity0.005760193
Low Tox 0.19029272 Constructive 0.679
Nov 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families …
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families make. Most Canadians are not elegible for legal aid or dental care. Who bears the cost of medicare, education, housing, policing, crime.....you guessed it, the Canadian Taxpayer. You know it is a propaganda video when she said the refugees give back more than they take. Do you see woman in a hijab or nicab working ?? She is not allowed by her religion to mix where there are men around. So most of them are pregnant, with 3 or 4 other toddlers around and you see them in malls at all hours of the day. That's how you tell the govt that you have not settled well yet and get more aid. The boat people of Vietnam came from a culture that honored hard work, education, discipline, creating wealth and the women had no restriction from religion in working with men (a lot of them were Catholic or Buddhist). The middle east people are a whole different kettle of fish. It's men who work, if at all, and women are primarily for breeding.They are not allowed to socialise with men outside the family and have to be accompanied by a male relative while outside the home. It's been five years since they landed and there have been many acts of terrorism Canadians have been faced with. However, they have become citizens and who are they voting for ??? It's not the PC. That leaves NDP and Liberals. 99% Liberals.
Identity Attack0.10757765
Insult0.07935401
Profanity0.02071529
Threat0.007935578
Severe Toxicity0.0050354004
Low Tox 0.18649188 Constructive 0.665
Jun 18, 2023 1 likes How much do refugees and …
Wow, western countries are over with, all the EU/UK/USA (no matter what Trump thinks he doing) are all to multi cultural to ever reverse this, in the 30 whites will be a minority, in 50 …
Wow, western countries are over with, all the EU/UK/USA (no matter what Trump thinks he doing) are all to multi cultural to ever reverse this, in the 30 whites will be a minority, in 50 a rarity and the world will continue, this is life baby, for all us in our 50s, sure was nice back in the day, at east we got to experience it. A culture where if one person has a job, than as many can fit in the house life for free...is basically what the one dude said, that is how they think over all.
Identity Attack0.14233272
Insult0.05144889
Profanity0.021466793
Threat0.0079873605
Severe Toxicity0.0051116943
Low Tox 0.18459146 Constructive 0.568
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Y'all as an Indian I am extremely sorry for the lack of civic sense we export throughout the world. But, I can't ignore the blatant racism in the comments. Every country has it's spectrum of …
Y'all as an Indian I am extremely sorry for the lack of civic sense we export throughout the world. But, I can't ignore the blatant racism in the comments. Every country has it's spectrum of people. India unfortunately has the problematic one's more than the unproblematic one's. I would implore you guys to visit upstate Gurugram, Hyderabad, Bengaluru and the north east. Maybe that will change your view on India and Indians
Identity Attack0.15731181
Insult0.06921569
Profanity0.037904397
Threat0.00933372
Severe Toxicity0.005531311
Low Tox 0.18174082 Constructive 0.757 Personal_Narrative
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
THEY ARE GOING TO USE EVERYTHING IN POWER, MINISTER OR MAYOR OR MLA'S THEY WILL FIGHT, THEY WONT JUST JUST LEAVE, THEY WILL STAY, INTERNATIONAL STUDENTS, EAST INDIA ACROSS CANADIAN MAP, THEY WILL NOT EASILY …
THEY ARE GOING TO USE EVERYTHING IN POWER, MINISTER OR MAYOR OR MLA'S THEY WILL FIGHT, THEY WONT JUST JUST LEAVE, THEY WILL STAY, INTERNATIONAL STUDENTS, EAST INDIA ACROSS CANADIAN MAP, THEY WILL NOT EASILY GO OR SIMPLY GO RETURN TO.INDIA, I DONT THINK.SO
Identity Attack0.12440576
Insult0.04910661
Profanity0.017572641
Threat0.011120236
Severe Toxicity0.00579834
Low Tox 0.18174082 Moderate Con 0.408
Oct 17, 2025 IRCC Names India in Study …
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a ride/kidnapped to who knows where. They mainly …
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a ride/kidnapped to who knows where. They mainly target indigenous women and children. I know that a member from the community shot at one that was trespassing on reserve land we have weird Municipal laws so the guy who shot didn’t get charged
Identity Attack0.10221587
Insult0.047935467
Profanity0.023652986
Threat0.13279422
Severe Toxicity0.007972717
Low Tox 0.18079062 Constructive 0.656 Unverified_Claim
Jan 27, 2026 13 likes Inside Canada's Indian Invasion...
Can confirm the local Tim Hortons to me in north east of England (which is for now majority white) started off with about 50% white employees then after bout 6 months was usually 0% white. …
Can confirm the local Tim Hortons to me in north east of England (which is for now majority white) started off with about 50% white employees then after bout 6 months was usually 0% white. They went bust a few months ago though.
Identity Attack0.23846684
Insult0.030044744
Profanity0.02836696
Threat0.009126588
Severe Toxicity0.005683899
Low Tox 0.18079062 Constructive 0.645 Fear_Threat
Feb 4, 2026 Inside Canada's Indian Invasion...
Quebecois here. Situation is pretty bad. Even north east of the province at my surprise. Enough. We tried it did not work. Time to go back. Go fix your country.
Quebecois here. Situation is pretty bad. Even north east of the province at my surprise. Enough. We tried it did not work. Time to go back. Go fix your country.
Identity Attack0.105836816
Insult0.053791173
Profanity0.013917602
Threat0.009178371
Severe Toxicity0.0042152405
Low Tox 0.17891699 Constructive 0.503 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
We have a similar crisis here in London. I myself am a British Born Indian guy, my grandfather came to London in the 50s after serving in the British Army. He worked hard, paid his …
We have a similar crisis here in London. I myself am a British Born Indian guy, my grandfather came to London in the 50s after serving in the British Army. He worked hard, paid his taxes and integrated. Sadly the kids coming here now are uncivilised, loud, disrespectful and don't know how to integrate. Places like Hounslow, Ilford, Harrow, East Ham are just some examples of how bad the situation has become.
Identity Attack0.10221587
Insult0.07745308
Profanity0.017299367
Threat0.0076119336
Severe Toxicity0.0036811829
Low Tox 0.17285149 Constructive 0.805 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Metropolis (Brampton)
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a …
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a particular group of people, Indian is a big group in Canada and around the world, but not the only one. Chinese, Philippines, Latino, Ukrainian, and East European are the majority in Canada. Look in statistics Canada. Hiring specific migrants instead of Canadians is a company decision is pure capitalism. House crisis is a global issue, capitalism (investment vs basic human rights). Inflation is an economic issue. The most wanted criminals in all of Canada, are Canadians. Look into the police web pages, go yourself and see the pictures and names. Blame migrants is a global tactic used 100 years ago by different politics to get elected with the promise of a solution. Migration exists with humanity, economic crises are modern issues. With the wrong diagnosis we get the wrong solutions. Wake up Canada, that is the reason that US is your father.
Identity Attack0.11512129
Insult0.06250052
Profanity0.015113175
Threat0.00713294
Severe Toxicity0.003452301
Low Tox 0.16765249 Constructive 0.753
Aug 26, 2025 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.