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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: "DO not bring to The …" 648 comments · Page 18 of 26
Everyone is complaining about immigration, but did someone cared to look at reason why developed countries are bringing immigrants!!
Everyone is complaining about immigration, but did someone cared to look at reason why developed countries are bringing immigrants!!
Identity Attack0.10221587
Insult0.033019636
Profanity0.017572641
Threat0.0065956907
Severe Toxicity0.0032424927
Low Tox 0.15435068 Low Con 0.24 Policy_Critique
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Wake up liberals they are only here to obtain permanent residency and then bring their families they are not here for the student visa
Wake up liberals they are only here to obtain permanent residency and then bring their families they are not here for the student visa
Identity Attack0.06567776
Insult0.061101943
Profanity0.015249812
Threat0.007624879
Severe Toxicity0.003376007
Low Tox 0.15324512 Low Con 0.204
Sep 30, 2025 1 likes IRCC Names India in Study …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately halt the unchecked influx of immigrants from India. This is not about xenophobia—it's about protecting Canadian society, resources, …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately halt the unchecked influx of immigrants from India. This is not about xenophobia—it's about protecting Canadian society, resources, and identity from a pattern of exploitation that is eroding our nation. 1. Failure to Assimilate and Community Insularity Indian immigrants are not integrating into Canadian culture. Instead, they form parallel societies: Sending children to private ethnic schools that prioritize Indian languages and customs over Canadian values. Erecting statues and cultural symbols that celebrate India, not Canada—this is Canada, not a satellite of New Delhi. Prioritizing their own communities in hiring and services, creating ethnic enclaves that exclude others. This insularity prevents true assimilation and fosters division. 2. Exploitation of Systems and Loopholes Many arrive through fraudulent means and demand instant benefits: Establishing "diploma mill" colleges solely to gain entry, then claiming permanent residency or citizenship after minimal study. Only Indians teachers are hired through this made up "Colleges". Sponsoring extended family chains (parents, siblings, cousins) who contribute nothing but drain resources. Elderly parents, who have never paid Canadian taxes, access healthcare and social services immediately, overburdening hospitals while their families use nursing homes as a last resort. Bribing for driver's licenses abroad, leading to reckless, entitled driving on Canadian roads. These tactics exploit loopholes, bypassing fair processes meant for genuine contributors. 3. Strain on Resources and Job Market The rapid population growth is unsustainable: High birth rates (far above Canada's replacement level) are used strategically to "populate" the country and secure more benefits. Taking jobs from Canadians in government, police, education, healthcare, and beyond—often through nepotism and "cutting in line" for their networks. For example IRCC Director - Harpreet Kochhar Deputy Minister - Pemi Gill and Aiesha Zafar who have no idea where the 79,000 illegal Indians are in Canada. Remove these Minister from their position. They are incompetent in the jobs. Fraud = Predominant country = India. Nepotism is rampant in their community and their class system mentality. Overwhelming housing, food banks, parks (littered with garbage), and public spaces (including reports of improper behavior on beaches). Many work in low-productivity roles, undercutting wages and relying on welfare despite employment. Canadians are being displaced in their own country. 4. Criminal and Cultural Importation A subset brings a "gangster mentality" from India: Rising involvement in organized crime, fraud, and violence in cities like Brampton and Surrey. Lazy or substandard work ethic in some cases, prioritizing quick gains over quality. Just look at Tim Horton! This is not the skilled, law-abiding immigration Canada needs. Call to Action: Policy Reforms Now Cap and pause Indian immigration until assimilation metrics improve. End chain migration and fake college scams—require proven contributions before PR/citizenship. Enforce assimilation: Mandate public schools, cultural integration tests, and community service. Protect Canadians first: Prioritize housing, jobs, and services for citizens. I don't care if this is labeled "racist"—the evidence is clear. Indians are not here to build Canada; many are here to overtake it. Canadians have to act before it's too late.
Identity Attack0.14661247
Insult0.047935467
Profanity0.014566627
Threat0.008634649
Severe Toxicity0.004196167
Low Tox 0.15324512 Constructive 0.674
Oct 29, 2025 IRCC Names India in Study …
They will still bring in a large number of PRs. I dont mind if they are doctors and nurses to ease the pressure on hospitals. Instead we get low skilled immigrants. Enough immigration and support …
They will still bring in a large number of PRs. I dont mind if they are doctors and nurses to ease the pressure on hospitals. Instead we get low skilled immigrants. Enough immigration and support Canadian youth.
Identity Attack0.10221587
Insult0.060752302
Profanity0.012414595
Threat0.00713294
Severe Toxicity0.0027275085
Low Tox 0.15269235 Constructive 0.609 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
I loved in Brampton for over 20 years. For most of the time there, I had no issues with Indians. Most of the ones I met were nice and generous people. The issues have truly …
I loved in Brampton for over 20 years. For most of the time there, I had no issues with Indians. Most of the ones I met were nice and generous people. The issues have truly started cropping up since 2018. Seems like the younger immigrants bring their rivalrys and feuds over here.
Identity Attack0.16801116
Insult0.035443626
Profanity0.022833163
Threat0.00704232
Severe Toxicity0.0032806396
Low Tox 0.15269235 Constructive 0.763
Dec 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have …
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have to work 2-3 minimum wage paying jobs to get by, no we don't want to live 4 or more to a 400 sqft studio apartment, yes we want to be able to afford our own homes, yes we want to be able to achieve a stable middle class lifestyle. That doesn't work for the crony capitalists who's greed and lust for power always needs satiating. So we have the Liberal government bringing in more immigrants than we have infrastructure to accommodate in an effort to keep wages down so profits can always be up. Immigrants who are willing to accept a lower quality of life than what most Canadians expect/accustom to because it's still superior to where they came from. So the quality of life for all Canadians is exponentially reduced. We are to accept a lower quality of life and if we resist then we are branded with all kinds of derogatory names; racist, xenophobe, fascist, unacceptable fringe, far-right extremists, et al. What's undeniable is that before the Liberals took power in 2015 we had an immigration system in Canada that worked quite well and that since the Liberals took power our immigration system is a destructive mess. This isn't by accident or incompetence, it's intentional, by design. Unfortunately Canada has a problem with so much of our population being ideologically blind, willingly ignorant, easily manipulated, cowardly staying in an abusive relation with our current oppressive government. Question is can the country be saved before too much damage is done?
Identity Attack0.030433474
Insult0.0820023
Profanity0.021056883
Threat0.0068416605
Severe Toxicity0.00289917
Low Tox 0.15213956 Constructive 0.741
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified people by taking money from them and creating fake student permits for them. The issue with that is that these people are OK with subpar living standards and offer their services for less than minimum wage and this creates a shadow/ cash-based economy where taxes go unreported and quality of life does not improve. This is not good for anyone- not the Canadians and older immigrants who lose jobs to these people and must pay higher taxes to maintain the infrastructure needed for a larger population. Not to mention how these new immigrants are a bit uncultured and almost like the "red-necks" of India- they throw garbage around, do not learn English, never make friendships with other races/ethnicities.
Identity Attack0.054763943
Insult0.076819435
Profanity0.022559889
Threat0.0067834044
Severe Toxicity0.002861023
Low Tox 0.15158679 Constructive 0.775 Policy_Critique
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal …
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal immigrant who migrated here with a nuclear family only on merit, I believe I earn the privilege to voice my thoughts here. First of all, rather than blaming the hoards of Indian immigrants, why don't anyone ask questions to the people who allowed it? Why not ask the politicians who vetoed it? Why not ask the police who is not able to stop reckless drivers? Why not ask the minister's who allow hospitals to run under staffed? USA has a massive Indian diaspora. But they are mostly IT workers and CEOs and Doctors. So who was at mistake of bringing illiterate, uncouth Indians to Canada? After earning all the required merit, and paying as much taxes from my family that is equivalent to minimum wages of at least 4 people, it hurts me to see undeserving people taking benefits of the system, while we get the short end. No one seemed too concerned when Indian students brought in so much money and revived some dead economies. No one blamed thousands of Punjabi businesses bringing in dollars into the economy. India, with its 150 billion people has s#!to eaters and people who can buy out Canada. You only see the bad. Press the government to bring in good people. Doctors, engineers, lawyers, scientists, business people, who will add value to the country and generate you jobs and salaries and grow this country. Not cooks and drivers only. Khalistan and Pro-BJP factions are both bad outside India. They all should go back and let the peace loving Indians and Canadians live here in peace. I don't hate anyone, but just the people who make my home country and me look bad. We ain't that bad after all.
Identity Attack0.105836816
Insult0.05262003
Profanity0.016172111
Threat0.007909686
Severe Toxicity0.0029945374
Low Tox 0.15158679 Constructive 0.821 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
If by long term consequences you mean fewer immigrants, I say bring it on
If by long term consequences you mean fewer immigrants, I say bring it on
Identity Attack0.12208464
Insult0.025413504
Profanity0.018255826
Threat0.012803185
Severe Toxicity0.0042533875
Low Tox 0.15048122 Moderate Con 0.336
Jan 21, 2026 Why Canada’s immigration system has …
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate …
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate to any province of your choice - including Quebec. You can also still get bonus points for Canadian education (Quebec education does count) and Canadian work experience (if it qualifies). So the only thing that happened was, that one provincial nomination program was ended, that is all that happened. The practical problem is, that provincial nomination does give so many points, that it is a guarantee of normal express entry pull as long as you just meet criteria to enter Express entry. So provincial nominations are suitable for people that might be otherwise struggling with points (older age, less language perfection, les bonus points from education or work experience). For a disclaimer, provincial programs are based on a specific province needs and just because one was opened when you planned to go and study or work in Canada, it does not mean it will be like that forever. If an agent made you such promise, then he was misleading you. Again for those people demonstrating, nothing has changed for them other than one future option was gone. They still have their student or work permit until it expires. They also can apply into Express entry program as normal. On a side note for Canadian trying to cheer about this, be aware, such change can also mean that economy projection for next few years is not the best. so take it a warning sign. Or if we are lucky, it was found that this program was not bringing intended type of skilled worker or was heavily abused.
Identity Attack0.011691323
Insult0.07333439
Profanity0.021056883
Threat0.0068028234
Severe Toxicity0.0028800964
Low Tox 0.14950264 Constructive 0.707
Nov 23, 2025 Quebec Ends Economic Immigration Program …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI to prove we had never been to North America and the process lasted almost a year and a half. No money was given to our family, my dad was working our step mother was working; but now all these immigrants get in quick and free. I have a friend that works for a bank and he tells me people who can't even speak English or French show up and deposit government cheques for 30 or 40 thousand dollars. What about Canadians born and raised here, some need help, they don't get big cheques. There has to be a stop to all this influx of people coming from other countries who have it really easy once they're here, thanks to the government. I'm not anti-immigration, as I'm an immigrant myself, but this BS has to stop.
Identity Attack0.1007269
Insult0.06477321
Profanity0.027000591
Threat0.0082074385
Severe Toxicity0.0038146973
Low Tox 0.1460314 Constructive 0.823 Personal_Narrative
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly …
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly using asylum...
Identity Attack0.08087392
Insult0.047349896
Profanity0.013268576
Threat0.007832011
Severe Toxicity0.0028419495
Low Tox 0.1460314 Moderate Con 0.42 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
They are not looking for a better life, they are looking for a place to live as Indian is full and over crowded. They also don't want to adopt the culture of the new country …
They are not looking for a better life, they are looking for a place to live as Indian is full and over crowded. They also don't want to adopt the culture of the new country but bring their onw and live seperately from the natives. That is the case in every country they go to not only in Canada..
Identity Attack0.13591312
Insult0.034562174
Profanity0.012687869
Threat0.006259101
Severe Toxicity0.0029945374
Low Tox 0.14082454 Constructive 0.611 Unverified_Claim
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
They are giving PR to Immigrants and another side layoff federal workers..... its like taking food from your own baby and bring other's children to your home and feed them
They are giving PR to Immigrants and another side layoff federal workers..... its like taking food from your own baby and bring other's children to your home and feed them
Identity Attack0.09576365
Insult0.034011267
Profanity0.012687869
Threat0.0077154995
Severe Toxicity0.002937317
Low Tox 0.14082454 Moderate Con 0.403 Policy_Critique
Jan 22, 2026 2.9 million Canadian temporary visas …
Dont allow the people who brings terror
Dont allow the people who brings terror
Identity Attack0.029917859
Insult0.02618698
Profanity0.026180768
Threat0.025789235
Severe Toxicity0.0039100647
Low Tox 0.13908891 Low Con 0.295 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
My only issue is if you come here, AT LEAST LEARN THE BASICS of the language here, not speak your own language and expect people to understand or translate. That and don't bring the bad …
My only issue is if you come here, AT LEAST LEARN THE BASICS of the language here, not speak your own language and expect people to understand or translate. That and don't bring the bad mannerisms from your country here. Food and fine arts culture is fine though.
Identity Attack0.06476828
Insult0.034341812
Profanity0.020168742
Threat0.006861079
Severe Toxicity0.0033569336
Low Tox 0.13908891 Constructive 0.638
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
We can't afford to feed ourselves so why would we bring an innocent child into this country!?!
We can't afford to feed ourselves so why would we bring an innocent child into this country!?!
Identity Attack0.035074018
Insult0.031146556
Profanity0.015181494
Threat0.009385503
Severe Toxicity0.0037193298
Low Tox 0.13561769 Moderate Con 0.315
Aug 25, 2025 Why Canadians Are Turning Against …
Canada is in the same boat as England and Australia where our government is run by an Anglo-Saxon form of government. It's just now a modern day system of slavery by which the rich stays …
Canada is in the same boat as England and Australia where our government is run by an Anglo-Saxon form of government. It's just now a modern day system of slavery by which the rich stays rich if you can bring in cheap labour by disguising or manipulating the numbers in use of immigrants. I honestly don't understand why people can't do the simple math when we live in a world based on capitalism and it's countered by Marxism.
Identity Attack0.08749158
Insult0.055547886
Profanity0.013951761
Threat0.007145886
Severe Toxicity0.002861023
Low Tox 0.13388206 Constructive 0.651 Policy_Critique
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
I have lived over 15 years in Canada. I am an immigrant, and also don't like much when people bring their narrow understanding of their world, regardless of the culture. But, that doesn't equal to …
I have lived over 15 years in Canada. I am an immigrant, and also don't like much when people bring their narrow understanding of their world, regardless of the culture. But, that doesn't equal to automatically blame the immigrants for new generations not having a job, or slavery wages. These are problems created by the government and corporations, selling us a very expensive existence. Yes, integration is essentiall. But also be open to learn something from those others cultures. Don't be ethnocentric. We all have something to learn from each other
Identity Attack0.08004672
Insult0.06354945
Profanity0.017026093
Threat0.00704232
Severe Toxicity0.0028800964
Low Tox 0.13388206 Constructive 0.852 Moral_Argument
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Trudeau and Marc Miller, thank for them for this mess. Will Carney and the current Liberals fix this mess, absolutely not. Instead, Carney brings in Lena Diab who literally has no idea what she's doing.
Trudeau and Marc Miller, thank for them for this mess. Will Carney and the current Liberals fix this mess, absolutely not. Instead, Carney brings in Lena Diab who literally has no idea what she's doing.
Identity Attack0.006289636
Insult0.07935401
Profanity0.015113175
Threat0.0066280556
Severe Toxicity0.0016117096
Low Tox 0.13214645 Low Con 0.211 Policy_Critique
Jun 17, 2025 How Canada broke its immigration …
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.
Identity Attack0.099899694
Insult0.053205602
Profanity0.016103793
Threat0.006809296
Severe Toxicity0.0029945374
Low Tox 0.13041082 Constructive 0.765 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
i think the point is to bring people who actually are in poverty n can use better living, alot of newbies are coming from rich families lol
i think the point is to bring people who actually are in poverty n can use better living, alot of newbies are coming from rich families lol
Identity Attack0.04177703
Insult0.043250903
Profanity0.038906425
Threat0.0078449575
Severe Toxicity0.0038337708
Low Tox 0.13041082 Moderate Con 0.407 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
If the majority of the people from India stay in gta and work service related jobs in their community we need to ask ourselves as Canadians what benefit they bring to Canada as a whole …
If the majority of the people from India stay in gta and work service related jobs in their community we need to ask ourselves as Canadians what benefit they bring to Canada as a whole and if we need this kind of immigration in the first place. If they never came here, Brampton would have still been a small town and Canadian economy would not change for the worst because of it.
Identity Attack0.12556632
Insult0.031697463
Profanity0.013439372
Threat0.0067834044
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.559
Nov 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Ya...Mr mandate. I won't bring in mandates...brings in mandates. Talks to Independence people rudely. Kenny can take a hike, to put it mildly. Insider establishment uniparty guy.
Ya...Mr mandate. I won't bring in mandates...brings in mandates. Talks to Independence people rudely. Kenny can take a hike, to put it mildly. Insider establishment uniparty guy.
Identity Attack0.008361516
Insult0.06687108
Profanity0.016411226
Threat0.0097738765
Severe Toxicity0.0019836426
Low Tox 0.1269396 Moderate Con 0.362
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
Because we were raised in so much peace and we were protected so much from fighting by the ones who fought the most to get here. Through their protection and confidence that their sacrifice was …
Because we were raised in so much peace and we were protected so much from fighting by the ones who fought the most to get here. Through their protection and confidence that their sacrifice was enough....we were never taught how to fight for our rights. We were fed the lie that their sacrifice was enough. It's sad to see after 100 years all of that blood shed was still not enough. Lest we forget. We have always been treated as a company, but with respect of our growing culture. Now we are treated as a commodity, and being stripped of the culture here and replaced by people from around the world fleeing their own, but wanting to bring it here to our home. By the reverse promise that by leaving their home is going to make it better AND it hasn't and that's clear.
Identity Attack0.01191331
Insult0.06477321
Profanity0.033144772
Threat0.009566744
Severe Toxicity0.0031852722
Low Tox 0.1269396 Constructive 0.756 Identity_Assertion
Sep 10, 2025 1 likes 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.