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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: "Will there be a part …" 429 comments · Page 10 of 18
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing …
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing your domestic and foreign policy, start electing own people, take over your country and bring their culture, domestic conflicts, religious extremism, communalism, misogyny, lack of hygiene, lawlessness in your country also. And cry victimhood and call everyone racist when they are finally held accountable.
Identity Attack0.10409598
Insult0.15414265
Profanity0.01887069
Threat0.010809537
Severe Toxicity0.0065994263
Low Tox 0.23090743 Moderate Con 0.396 Fear_Threat
Oct 2, 2025 Why Canadians Are Turning Against …
there is no indian homeless in that sheltor because we come to this country legally, pay 3 times the tuition to colelges, work part time minimum wage with restricted hours, then we spend in your …
there is no indian homeless in that sheltor because we come to this country legally, pay 3 times the tuition to colelges, work part time minimum wage with restricted hours, then we spend in your economy so we provide the labour and also do consumtion and then we pay taxes, and then we use our smart genes to set up businesses and get good jobs or if not then work 2-3 jobs just to earn our living. What do you guys do? Use the moeny bring into the economy to pay for pentions, and support your unemployment?
Identity Attack0.1444726
Insult0.08434689
Profanity0.06195303
Threat0.0086087575
Severe Toxicity0.008010864
Low Tox 0.21642438 Constructive 0.6 Identity_Assertion
Oct 2, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
Caucasians can now ✅ check the box on forms asking *”Are you part of a visible minority”*
Caucasians can now ✅ check the box on forms asking *”Are you part of a visible minority”*
Identity Attack0.24970764
Insult0.057890166
Profanity0.068967216
Threat0.009799767
Severe Toxicity0.008277893
Low Tox 0.21642438 Low Con 0.238 Humor_Satire
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
All part of the WEFs AGENDA 2030. This is the REPLACEMENT THEORY in real time. The GUBMENT wants a Race war. They been trying to start it for a while now. AGENDA 2030 involves MASS …
All part of the WEFs AGENDA 2030. This is the REPLACEMENT THEORY in real time. The GUBMENT wants a Race war. They been trying to start it for a while now. AGENDA 2030 involves MASS DEPOPULATION
Identity Attack0.105256535
Insult0.04032305
Profanity0.023721304
Threat0.077831104
Severe Toxicity0.01083374
Low Tox 0.21642438 Low Con 0.245
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
One striking aspect highlighted by this video is the "community" part of this. White Canadians people have turned away on community in favor of individualism, everybody for themselves, meritocracy "look-how-expensive-my-car-is" kind of mentality. This collectively …
One striking aspect highlighted by this video is the "community" part of this. White Canadians people have turned away on community in favor of individualism, everybody for themselves, meritocracy "look-how-expensive-my-car-is" kind of mentality. This collectively makes everybody poorer and weaker, whereas these Indian communities seem a lot more tightly-knit and willing to help each other.
Identity Attack0.26155844
Insult0.06921569
Profanity0.019895468
Threat0.0069646453
Severe Toxicity0.004673004
Low Tox 0.21241048 Constructive 0.697
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s and 1980s. Senior Trudeau saw this as an opportunity to vent his frustration for India's not signing of NPT . So the guy kept giving "asylum" to the violent separatists, to "teach India a lesson" (Yeahh... sure) Gradually, it became so that once you have gained enough rep in organised crime, drug trade, so that it's difficult for you to stay under the radar in India, running from law enforcement, you would run to Canada, UK or Australia, and ask for asylum, with whatever reason. And those countries, in their stupid sense of righteousness, would accept it without any background checks. Now, yes, it's a trouble for us (good job), because most of the gang leaders are hiding away in these countries, running their operations remotely. Indian officials are only able to nab the low-level gang members. But it also means that these countries now ALSO have the worst criminals in their cities. And once they settle down, they will do what they know best .... crimes. And gradually they become a problem for their host countries, as well as other Indians in these countries. (Whenever Khalistanis do any parade, they force other Indian families to put up their yellow flags on their homes, to make it look like they have massive support) It's not good for anyone, but these countries have put themselves in a position from which they have no idea how to extricate themselves. Sure, you may blame Indians. But we were literally asking you to send those criminals back, and you refused to do so. Now they are your problem. If they create problems for us, then maybe, they will drop de** in some parking lot. But apart from that, most of their activities are going to be Canada's problem to deal with. They are already turning the streets of Canada into a drug paradise, hurting the young people of both local and Indian origins. Such a waste of life and potential.
Identity Attack0.17303948
Insult0.12159709
Profanity0.023789622
Threat0.01101667
Severe Toxicity0.005493164
Low Tox 0.21107252 Constructive 0.659
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
We really need to do away with irrelevant parts of culture. What a waste of resources for temples, churches and coliseums for different "gods."
We really need to do away with irrelevant parts of culture. What a waste of resources for temples, churches and coliseums for different "gods."
Identity Attack0.18468912
Insult0.06354945
Profanity0.024541125
Threat0.014738814
Severe Toxicity0.005569458
Low Tox 0.20839658 Moderate Con 0.319 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Going to need a part 2 exposing fake colleges
Going to need a part 2 exposing fake colleges
Identity Attack0.06704199
Insult0.07935401
Profanity0.04266402
Threat0.010291707
Severe Toxicity0.004119873
Low Tox 0.20572066 Low Con 0.192 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
We call them timmigrants in these parts now days 🤣🤣
We call them timmigrants in these parts now days 🤣🤣
Identity Attack0.18158256
Insult0.05027775
Profanity0.049427703
Threat0.008686432
Severe Toxicity0.006904602
Low Tox 0.20335422 Low Con 0.276 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is just scratching the surface. The crime these people bring to Canada wasn’t even touched. Ontario used to be safe for the most part. In the last 10 years it has turned into, burglary, …
This is just scratching the surface. The crime these people bring to Canada wasn’t even touched. Ontario used to be safe for the most part. In the last 10 years it has turned into, burglary, home invasion, auto theft, gun violence, shootings central. When perpetrators of these crimes are caught. It’s no surprise where they are from. There is tons of illegal, fake colleges. Bringing hundreds of people in a year. The Canadian government is only now catching onto it barely but the damage is done. They exploited the system in overstay their visa, then claim permanent residency. These people are disrespectful, dirty, and ungrateful. They do not Do not assimilate to Canadian lifestyle. They throw trash into our rivers in parks, turning it into where they came from. What is happening in Canada is much similar to Minnesota just with different types of government scams. You barely scratched the surface. Come back and interview real Canadiens.
Identity Attack0.09328204
Insult0.10148193
Profanity0.019895468
Threat0.03235042
Severe Toxicity0.0065994263
Low Tox 0.2028889 Constructive 0.557 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The most dangerous part is when they go into politics. That´s when you know your ethnicity is ruined.
The most dangerous part is when they go into politics. That´s when you know your ethnicity is ruined.
Identity Attack0.109318495
Insult0.056719027
Profanity0.033144772
Threat0.018364733
Severe Toxicity0.004463196
Low Tox 0.20009702 Low Con 0.238
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
India is multi-cultural, Punjab is only 1 part of India and their culture is different from the other Indian states represented in India. The behavior of Punjabi immigrants is not reflective of other Indian cultures …
India is multi-cultural, Punjab is only 1 part of India and their culture is different from the other Indian states represented in India. The behavior of Punjabi immigrants is not reflective of other Indian cultures in India. For whatever reason there seems to more Punjabi migrants in Canada than from any other state in India. Its the job of Canada to enforce assimilation and immigration rules, they deliberately don't. Littering and defecating in public spaces is illegal in Canada but the Canadian government refuses to enforce those rules.
Identity Attack0.17925262
Insult0.081261896
Profanity0.03339528
Threat0.007870848
Severe Toxicity0.005760193
Low Tox 0.1991664 Moderate Con 0.476 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
https://www.youtube.com/watch?v=Kw9r_b-ohuo here's a better take, that doesn't involve the delusions of Lilley types/Kenney, this isn't new, it's been going on for 50 yrs, take the part where they won't speak English/French, assimilate, there are people …
https://www.youtube.com/watch?v=Kw9r_b-ohuo here's a better take, that doesn't involve the delusions of Lilley types/Kenney, this isn't new, it's been going on for 50 yrs, take the part where they won't speak English/French, assimilate, there are people here who've been here for decades, still can't, but they supposedly got in cause we needed them, they were "skilled" they could speak the language, Lilley, Ivison, Gunter in these rags keep lying saying it was great, people wanted it, who? when? real people, no, Politian's, businesses, media, NDP Zealots
Identity Attack0.017867407
Insult0.14512913
Profanity0.04491858
Threat0.008090926
Severe Toxicity0.0044822693
Low Tox 0.19870108 Constructive 0.575 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …
Immigration lawyers are part of the problem.
Immigration lawyers are part of the problem.
Identity Attack0.16801116
Insult0.06302499
Profanity0.017299367
Threat0.006835188
Severe Toxicity0.003528595
Low Tox 0.19694418 Low Con 0.279
Jan 20, 2026 3 likes 2.9 million Canadian temporary visas …
The answer is family and community. The family unit and sense of community in North America is broken and, for most, there is no sense of duty. However the Indian community does tend to shun …
The answer is family and community. The family unit and sense of community in North America is broken and, for most, there is no sense of duty. However the Indian community does tend to shun outsiders. A single white divorcee will never be part of the family. I respect their culture and beliefs but sectarianism definitely exists.
Identity Attack0.23467018
Insult0.047349896
Profanity0.026863953
Threat0.008000307
Severe Toxicity0.0045394897
Low Tox 0.19409354 Constructive 0.72
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least 4 times a week I nearly get into car accidents on the highway because people don’t know how to drive. I have to assume people just will switch lanes randomly or merge in really really fast or go extremely slow on the highways. I have seen people reverse backwards on the on ramp because they took the wrong turn
Identity Attack0.14019285
Insult0.08030447
Profanity0.020100424
Threat0.008103873
Severe Toxicity0.0046539307
Low Tox 0.19314334 Constructive 0.564 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian …
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian culture is dominating, if you go to North York, you will find more Jewish culture dominating. So there are plus and minus to this. but sad part is people are forgetting Canadian culture in this whole mess. As a immigrat who came to Canada many years ago, i find the last few rounds (2021 - 2025) that came from India are just wild people, no manners, only speak in their own language, and act superior. Sadly not everyone is like that but there are many.
Identity Attack0.20878418
Insult0.06599696
Profanity0.029050145
Threat0.007935578
Severe Toxicity0.0049972534
Low Tox 0.19314334 Constructive 0.72 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Okay then just don't go to Brampton. There are multiple parts of GTA where the population is more ethnically concentrated. Scarborough has more Srilankans etc. There are areas with more Chinese community. And honestly these …
Okay then just don't go to Brampton. There are multiple parts of GTA where the population is more ethnically concentrated. Scarborough has more Srilankans etc. There are areas with more Chinese community. And honestly these are the fastest growing and areas with best services because people there want to work hard, sell cheap, benefit and become rich. They do not want to raid countries and steal and then be so lost in everything they have without doing much and then losing it all because you had nothing left to do other than Drugs.
Identity Attack0.099072486
Insult0.0820023
Profanity0.041160982
Threat0.009981008
Severe Toxicity0.005302429
Low Tox 0.19314334 Constructive 0.631 Comparative_Framing
Sep 19, 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 …
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And …
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And , The main point is the Sikh genocide , so particuarally in 1980's their was a fight between Indian government and radical sikh group to make another own country. So in the civil war our government launched Operation Blue Star in this the holyiest place the Golden temple for sikhs was attacked by Indian army and killed the main terrosist and somehow the main part of Golden Templen was burn.. So then the Sikhs were very government. Then, our prime minister Indhira Ghandhi was assisinate by their sikh body guard and then bcz she was very influencial person, people started riots and revoluting again the Sikhs , like in the main cities like the capital New Delhi people throw stones and boycott the Sikhs and the goverment stop funding their state PUNJAB so their was low job oppurnities and they economically.. So a mass migeration movement happen that every sikh families were moving in Cannada for good quality of Life....
Identity Attack0.20878418
Insult0.06477321
Profanity0.023584666
Threat0.02924249
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.686
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
The sad part the country becomes the same way as what they left back in their countries. Then they run for office same corruption It’s back to square one again just in a different location
The sad part the country becomes the same way as what they left back in their countries. Then they run for office same corruption It’s back to square one again just in a different location
Identity Attack0.049761772
Insult0.110259406
Profanity0.015044857
Threat0.0066215824
Severe Toxicity0.0031852722
Low Tox 0.1883923 Low Con 0.248 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Corruption is a big part of it
Corruption is a big part of it
Identity Attack0.019575719
Insult0.055547886
Profanity0.03389629
Threat0.009618527
Severe Toxicity0.0044822693
Low Tox 0.18649188 Low Con 0.253 Policy_Critique
Feb 18, 2026 226 likes Canadian immigration officers investigating hundreds …
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back …
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back America. Look up all the British colonies and controlled land. All the countries at war and all the illegal immigrants come from British colonies.
Identity Attack0.18705739
Insult0.056719027
Profanity0.013371054
Threat0.008582866
Severe Toxicity0.0038909912
Low Tox 0.18269104 Moderate Con 0.36
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They want to bring in foreign soldiers who are willing to join the Canadian military. These soldiers get advancement thanks to Equity Legislation. White Canadians can be discriminated against because of part two of Section …
They want to bring in foreign soldiers who are willing to join the Canadian military. These soldiers get advancement thanks to Equity Legislation. White Canadians can be discriminated against because of part two of Section 15, which nullifies,Part one, the promise of Equality. This simplifies infiltration of the government and military. Canadians face an army of foreigners.
Identity Attack0.18903255
Insult0.039151907
Profanity0.013644327
Threat0.00967031
Severe Toxicity0.0036811829
Low Tox 0.18174082 Moderate Con 0.371 Fear_Threat
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …

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.