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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: "What about the NEW CANADIAN …" 232 comments · Page 5 of 10
Why is immigration Canada discriminating against white immigrants? Why is immigration Canada importing 500,000 new immigrants a year when our unemployment rate is 6.5% and food banks can't keep up with soaring demand? Why are …
Why is immigration Canada discriminating against white immigrants? Why is immigration Canada importing 500,000 new immigrants a year when our unemployment rate is 6.5% and food banks can't keep up with soaring demand? Why are Canadian universities denying acceptance to Canada's business and engineering programs when these graduates are the ones who could invest in Canada and create enough jobs for Canadians? Why hasn't the Canadian government lowered Canada's age of consent so young women can get married again and have children instead of relying so heavily on immigrants for our population growth? Why is divorce law so punitive in Canada (a lifetime of alimony payments for marriages ending after ten years) discouraging people from getting married? Why does the Canadian government hate Canadians so much and is not reversing the destructive laws of Steven Harper and the conservatives? Is it the goal of the Canadian government to kill us Canadians and replace us all with immigrants who look like Canada's Aboriginal people? If so then why doesn't Canada protect white people from Aboriginal people so that white people can succeed in Canada?
Identity Attack0.21075934
Insult0.06023245
Profanity0.016752819
Threat0.00823333
Severe Toxicity0.0048065186
Low Tox 0.19694418 Constructive 0.545 Economic_Argument
Feb 9, 2026 How Canada broke its immigration …
As a white Canadian Citizen I really enjoyed what the Indian gentleman in the car had to say about first gen. And new Canadians that done even want to try and then push the Canadian …
As a white Canadian Citizen I really enjoyed what the Indian gentleman in the car had to say about first gen. And new Canadians that done even want to try and then push the Canadian to their Culture.😂. He was so true in his words.😊
Identity Attack0.22859548
Insult0.04090862
Profanity0.018665737
Threat0.008893564
Severe Toxicity0.005340576
Low Tox 0.19694418 Constructive 0.752 Solidarity
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Canadians don't want people who won't pledge allegiance to the country above all else, and who refuse to assimilate to our country's judeo-christian heritage. Carney has 3 passports - can he really be loyal to …
Canadians don't want people who won't pledge allegiance to the country above all else, and who refuse to assimilate to our country's judeo-christian heritage. Carney has 3 passports - can he really be loyal to our country and it's citizens. So far, he has proven himself to prefer a World New Order, and friend to the world's most dangerous country, China. Would Carneys wife appreciate it if he had two mistresses?
Identity Attack0.18313584
Insult0.06512285
Profanity0.013063621
Threat0.0077802283
Severe Toxicity0.0051879883
Low Tox 0.19694418 Moderate Con 0.464 Identity_Assertion
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Damage is done and by the time it is fixed which I doubt it will, it will be too late. Assimilate into a new culture, not bring all your conflicts to Canadian soil, and try …
Damage is done and by the time it is fixed which I doubt it will, it will be too late. Assimilate into a new culture, not bring all your conflicts to Canadian soil, and try to take over the country and transform it to something else nobody wants. The illegals continue to come in courtesy of Carney carrying the socialist torch from Trudeau.
Identity Attack0.11512129
Insult0.081508696
Profanity0.015010698
Threat0.00866054
Severe Toxicity0.0037384033
Low Tox 0.19504376 Moderate Con 0.378 Policy_Critique
Aug 30, 2025 Why Canadians Are Turning Against …
The of this government, the audacity! There are 10 million new immigrants in Canada not 1 million. And they’re not missing 76,000 people they’re missing hundreds of thousands of people! Has anybody been to Ottawa …
The of this government, the audacity! There are 10 million new immigrants in Canada not 1 million. And they’re not missing 76,000 people they’re missing hundreds of thousands of people! Has anybody been to Ottawa lately? Just use Ottawa as a cusp. that’s how Canada is right now there’s no room for anyone! Hospitals are overcrowded, rent is too high, homes are too expensive. Food is too high because we have too many people in Canada. Shipped them all back to where they came from and higher Canadian workers!
Identity Attack0.094936445
Insult0.08434689
Profanity0.026590679
Threat0.008505191
Severe Toxicity0.0059127808
Low Tox 0.19504376 Constructive 0.522
Sep 30, 2025 2 likes IRCC Names India in Study …
I am afraid that Canadian people can’t make BBQ and eat beef 🥩 steak any more due to the new constitution that glorifies the the god 🐄 😂
I am afraid that Canadian people can’t make BBQ and eat beef 🥩 steak any more due to the new constitution that glorifies the the god 🐄 😂
Identity Attack0.11280017
Insult0.06794841
Profanity0.029888187
Threat0.006815769
Severe Toxicity0.0061035156
Low Tox 0.19409354 Low Con 0.245 Humor_Satire
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood …
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood out was how some speakers treated all Indians as a single people, despite hundreds of cultures, and accused them of failing to assimilate to ‘their way.’ Many of those voices were themselves descendants of immigrants who were once pressured to abandon Norwegian or other identities in the name of assimilation. Yet there was little evidence they had actually spent time getting to know their Indian neighbors, their cultures, friendships, or daily realities. Instead, the focus was fear and a narrative of societal collapse, rather than honest engagement that separates real local issues from blanket blame. Of course, any local community can have problems, and some groups can be unwelcoming. But the argument presented implied there is only one way to be Canadian. That echoes xenophobic rhetoric in the US about who counts as ‘American,’ often while ignoring the reality of Indigenous peoples entirely. I do not deny the importance of shared commitments like the rule of law, freedom, and evidence based policy rooted in the Enlightenment and scientific thinking. But culture and learning can coexist with those values. What troubled me most was how poverty and discrimination were replaced with racial generalizations, and how victim language was used to deflect responsibility, something that resembles DARVO. Given the same conditions, these problems could arise in any group, regardless of race.
Identity Attack0.22063516
Insult0.06826523
Profanity0.022969801
Threat0.00899713
Severe Toxicity0.004711151
Low Tox 0.19219314 Constructive 0.817 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Metropolis (Brampton)
Jason Kenny allowed in those who couldn't speak or write English....so he has nothing to add. I'm a sick, disabled Canadian who is being EVICTED from my home of almost ten years...because of a bad …
Jason Kenny allowed in those who couldn't speak or write English....so he has nothing to add. I'm a sick, disabled Canadian who is being EVICTED from my home of almost ten years...because of a bad faith N12 eviction....so that my foreign-born landlord can increase the rent. While I can prove this bad faith, gov't officials have advised me to just give in and move out of my home...while very sick and unable to find any new housing. I've been looking into MAID as a way out of the torment that Canada has become for me. Kenny, in his fancy home...doesn't have a clue how poor sick Canadians are suffering. I have both an undergraduate and graduate program completed....and Canada treats me like I've never tried or done anything with my life worth respecting.
Identity Attack0.055218685
Insult0.11616662
Profanity0.018324144
Threat0.0073918556
Severe Toxicity0.0039100647
Low Tox 0.18364124 Constructive 0.695 Personal_Narrative
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Identity Attack0.105836816
Insult0.075868964
Profanity0.024062896
Threat0.009644418
Severe Toxicity0.004119873
Low Tox 0.18079062 Constructive 0.573 Unverified_Claim
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada is not bringing in immigrants to work. I am a child of immigrants. My parents worked hard from the day they landed and given 0 from the government. Today, these "new Canadians " get …
Canada is not bringing in immigrants to work. I am a child of immigrants. My parents worked hard from the day they landed and given 0 from the government. Today, these "new Canadians " get free housing, free large amounts of money(which they use to send back to their homeland)...while we , born Canadians find it hard to pay our everyday expenses. Does this make sense.? The government has to stop handing out our hard earned money. Take care of your own first. And we have to endure bending to their culture not them learning our culture...our humility and kindness. This is not about to being welcoming to everyone , this is about calling out to the government start cleaning up this mess before we ( born Canadians) find ourselves without a country of our own.
Identity Attack0.11163961
Insult0.07491849
Profanity0.020168742
Threat0.008427517
Severe Toxicity0.0048828125
Low Tox 0.1798404 Constructive 0.672 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I am also an Immigrant. This new immigrations don’t respect the Canadian culture and law.
I am also an Immigrant. This new immigrations don’t respect the Canadian culture and law.
Identity Attack0.17226285
Insult0.04969218
Profanity0.012858666
Threat0.0067057298
Severe Toxicity0.00333786
Low Tox 0.1798404 Constructive 0.563 Moral_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
im a canadian born citizen, my ancestors immigrated here from ireland in massive numbers and the locals hated their guts because they took all the low paying jobs. these indians are no different from them. …
im a canadian born citizen, my ancestors immigrated here from ireland in massive numbers and the locals hated their guts because they took all the low paying jobs. these indians are no different from them. i support anyones choice to make a better life for them and their family its what our country is built on. come pay taxes, accept your new culture and dont break the law and you are welcome.
Identity Attack0.1294935
Insult0.071433455
Profanity0.03765389
Threat0.007521313
Severe Toxicity0.0050354004
Low Tox 0.17805049 Constructive 0.668 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, …
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, now they come and try to force there culture make canada there new india"
Identity Attack0.23239216
Insult0.04852104
Profanity0.018255826
Threat0.0077025536
Severe Toxicity0.004425049
Low Tox 0.17631748 Constructive 0.696 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
how about "a brand new Canadian university graduate programme"? how about "affordable rent and decent non-ghetto housing for young Canadian families programme"? how about "I need a decent job that pays for more than a …
how about "a brand new Canadian university graduate programme"? how about "affordable rent and decent non-ghetto housing for young Canadian families programme"? how about "I need a decent job that pays for more than a daily helping of mac and cheese programme"? how about "a programme that focuses on young Canadians living here and studying here and working 3-4 sht jobs to make ends meet"? how about a "we help our own citizens whom we as a first-world nation are responsible for programme"? and how about that "we all have a family doctor yee pee! programme"? how about a "stop playing Santa Klaus to foreigners programme"? finally bow about the "ffs programme"???!!!
Identity Attack0.04306607
Insult0.077136256
Profanity0.13873272
Threat0.0077672824
Severe Toxicity0.0065231323
Low Tox 0.17198499 Moderate Con 0.457
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Oh please. Canadians rarely talk to other people anyway. They are reserved and standoffish. And even with their friends and relatives never do they get very close. Nothing wrong with that but THAT is how …
Oh please. Canadians rarely talk to other people anyway. They are reserved and standoffish. And even with their friends and relatives never do they get very close. Nothing wrong with that but THAT is how the culture is. These are new immigrants and it will take time to integrate.
Identity Attack0.16587129
Insult0.06442356
Profanity0.013405213
Threat0.006155535
Severe Toxicity0.0036239624
Low Tox 0.17111848 Constructive 0.534 Comparative_Framing
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They …
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They bought the local school and filled the classrooms with cots for new arrivals. Nothing was monitored. Local police worked tirelessly dealing with cultural differences. They demanded rights! I was refused service in one of their stores. Crime went up by 27%, and research revealed that 7% of students in Mississauga were psychopaths from exposure to war and violence! Then, an Indian friend told me that after Ghandi's daughter's assassination, they went from one village after another, robbing and killing in order to get out of India. Thus, the $5000 cookie jar reference. His car was stolen. Working at the birth registry office, he observed they changed their identity and falsified documents. My 13 year old daughter was thrown up against a wall, and a ceremonial knife was put to her throat. Rapes were happening at the high school. I should have called the police many times, and I deeply regret not stopping this intrusion into our Canadian culture. Hazel, the mayor the time at least, stopped the construction of monster homes. Their sense of supremacy was tangible. It's well past the time to deal with unregistered apts, finding true identities and turning to the Indians made victims of the ruthless greed to get the truth.
Identity Attack0.10221587
Insult0.07365121
Profanity0.035649836
Threat0.01052473
Severe Toxicity0.005836487
Low Tox 0.16678599 Constructive 0.737 Personal_Narrative
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as …
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as well. Most people i work with me are early immigrants or second generation. They dont vote and shows no interest. All they do is complain. Even after 15 20 years they are not integrated in to canadian society.
Identity Attack0.12208464
Insult0.06921569
Profanity0.013234417
Threat0.006977591
Severe Toxicity0.003490448
Low Tox 0.16678599 Constructive 0.605 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? Not understanding why people say that to them. Folks, the Trudeau/Carney Gov was the problem all along. Trudeau's campaign on bringing 500,000 a year made this a field day for everyone around the world... Furthermore the campaigns they would have in other countries to literally sell the idea for them to apply to become an immigrant in Canada. The libs are 100% responsible for what is happening now... For me to tell an immigrant, the he/she is not wanted here is not relevant... The government sold them the pitch to come here for a better life.... Trudeau allowed other loopholes to happen too.... Migrants through applying to colleges and universities, migrants through the liberal foreign work program and the list goes on. Now we have a problem and everyone sees it.... The question is what do we do as Canadians... I exercised my vote for blue...but we still had a majority of liberal supporters which was not just surprising but it seemed that people think Conservatives are bad people who are racist and want to follow trumps steps... i begged to differ.... I think what many of us are aiming for is a cleaning up of liberal policies... And stop immigration from ALL PLACES. Allow Canada to re-coop, reestablish and redevelop what it always was.
Identity Attack0.10221587
Insult0.06984934
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0043296814
Low Tox 0.165053 Constructive 0.776
Sep 8, 2025 Why Canadians Are Turning Against …
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society …
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society ideally can co-exist. The concern is the extreme bullying from new immigrants - INDIANS. I do not see any other nation BULLYING the rest of the population. Lets be honest, the government needs tax paying citizens to support the economy. Canadians stop being polite and speak up.
Identity Attack0.12208464
Insult0.0623257
Profanity0.01887069
Threat0.008531082
Severe Toxicity0.0040626526
Low Tox 0.1641865 Constructive 0.719 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Just look at Trudeau’s new $4.6M estate in Quebec less than a year after out as PM. Good discussion & reminder to all Canadians how badly the Liberal government was under Trudeau & now Carney …
Just look at Trudeau’s new $4.6M estate in Quebec less than a year after out as PM. Good discussion & reminder to all Canadians how badly the Liberal government was under Trudeau & now Carney spending hundreds of thousands in flight catering no projects done. Liberal immigration really hurt affordability, GDP is failing and debt has doubled. The CDN economy is a disaster.
Identity Attack0.026007013
Insult0.08582769
Profanity0.013200258
Threat0.0066668927
Severe Toxicity0.0022411346
Low Tox 0.16158698 Moderate Con 0.497 Policy_Critique
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …
Anyone notice all the new commercials on how great Canada is on TV. That’s the liberals trying to focus its voters away from all the corruption being committed behind closed doors. Real Canadians know what …
Anyone notice all the new commercials on how great Canada is on TV. That’s the liberals trying to focus its voters away from all the corruption being committed behind closed doors. Real Canadians know what they are doing 🤬
Identity Attack0.04796442
Insult0.083112895
Profanity0.014464149
Threat0.0066668927
Severe Toxicity0.0025558472
Low Tox 0.16043124 Low Con 0.297 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
I think it is way too late. Canada was once highly sought after by Elite and very rich immigrants, investors and businessmen but today it has turned into a global catastrophe and on the verge …
I think it is way too late. Canada was once highly sought after by Elite and very rich immigrants, investors and businessmen but today it has turned into a global catastrophe and on the verge of becoming a third world poor nation with high rents, auper high grocery and taxes whereas new immigrants get job offers that (Canadians and PR holders deserve), welfare benefits not aimed at veterans and elderly Canadians instead it is aimed at young refugees and new immigrants, all thanks to our liberal government
Identity Attack0.084182754
Insult0.076819435
Profanity0.016616182
Threat0.0074436385
Severe Toxicity0.0039863586
Low Tox 0.15656179 Constructive 0.582
Dec 25, 2025 1 likes Deportations From Canada at Their …
Canada is suppose to be about diversity, yet all I seen come into Canada as new Canadians in the last decade is east Indian. Enough is enough! Heaven forbid we might actually bring someone into …
Canada is suppose to be about diversity, yet all I seen come into Canada as new Canadians in the last decade is east Indian. Enough is enough! Heaven forbid we might actually bring someone into the country that we have something in common with, like Christmas.
Identity Attack0.13805299
Insult0.035443626
Profanity0.017845914
Threat0.0068416605
Severe Toxicity0.004005432
Low Tox 0.15545623 Constructive 0.556
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
The truth is the goverment is the problem. The Canadian citizens are not happy about the situation, and new immigrants realize Canada isn't as good as it is advertised in social media. Another example of …
The truth is the goverment is the problem. The Canadian citizens are not happy about the situation, and new immigrants realize Canada isn't as good as it is advertised in social media. Another example of the government creating very distinct, yet carefully designed division, so that both groups are busy fighting each other, while they sit on their luxurious homes mocking us.
Identity Attack0.059311368
Insult0.0720671
Profanity0.018119188
Threat0.007637825
Severe Toxicity0.002670288
Low Tox 0.15545623 Constructive 0.556
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll …
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll money comes after tax. Maybe minor fraction like (0.01%) might be working in cash not paying tax. It’s just their frustration speaking. Almost all Indian immigrants are not refugee that they come free to Canada and live in hotels for free. Indian immigrants are economic immigrants, who came here legally with investing big money and working in country and giving back. Most people in this video are confusing refugee with Indian immigrants. Indian immigrants don’t get any extra benefits than any other Canadians, even gets less or exploited by locals…
Identity Attack0.120924085
Insult0.058475737
Profanity0.018324144
Threat0.0068999166
Severe Toxicity0.003376007
Low Tox 0.15490346 Constructive 0.797 Policy_Critique
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)

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.