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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "As a Canadian, I will …" 3,707 comments · Page 100 of 149
Too many people not enough jobs for Canadians good to hear a lot of them that I have worked with have no work ethic
Too many people not enough jobs for Canadians good to hear a lot of them that I have worked with have no work ethic
Identity Attack0.06613251
Insult0.055547886
Profanity0.01086035
Threat0.0065827454
Severe Toxicity0.0021362305
Low Tox 0.115658075 Moderate Con 0.471 Economic_Argument
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
Their only job will be to fight the future civil war, which quicky will run along ethnic lines. It is simply cheaper than a conventional war. Also, the outcome is more predictable. Unfortunately, Canadians have …
Their only job will be to fight the future civil war, which quicky will run along ethnic lines. It is simply cheaper than a conventional war. Also, the outcome is more predictable. Unfortunately, Canadians have no sense of self-preservation.
Identity Attack0.10221587
Insult0.034672357
Profanity0.0117997285
Threat0.0103175985
Severe Toxicity0.0030136108
Low Tox 0.115658075 Low Con 0.182 Fear_Threat
Jun 17, 2025 How Canada broke its immigration …
USA! USA!! wait, what? CANADIA? CANADIANS
USA! USA!! wait, what? CANADIA? CANADIANS
Identity Attack0.10221587
Insult0.02567133
Profanity0.018119188
Threat0.007314181
Severe Toxicity0.004272461
Low Tox 0.115658075 Low Con 0.266 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Stop spending money til they start hiring canadians. we hold the power. go without for now, save your money
Stop spending money til they start hiring canadians. we hold the power. go without for now, save your money
Identity Attack0.084182754
Insult0.03070583
Profanity0.012585391
Threat0.010654188
Severe Toxicity0.0031852722
Low Tox 0.115658075 Moderate Con 0.344 Call_To_Action
Jan 6, 2026 185 likes Canada’s new rules in 2026
as a Canadian THIS WAS NOT PROMPTED IN MY ALOGORITHM ... I only know about this because i went to Tylers page lol
as a Canadian THIS WAS NOT PROMPTED IN MY ALOGORITHM ... I only know about this because i went to Tylers page lol
Identity Attack0.031206898
Insult0.032138187
Profanity0.031140719
Threat0.00756015
Severe Toxicity0.003929138
Low Tox 0.115658075 Moderate Con 0.385 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem …
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem with women and children abused, in violence and almost killed and our resources which are suppose to help protect the men coming here doing this because as immigrants they have value and so support anything they do to innocent people here because they have more worth as human beings than people born, raised and who lived here all their lives. Two lives viciously destroyed to protect someone sick with hate who is chronic woman hater and abuser but he must be respected for it. As someone immersed all their life in "culture" domestic violence is not culture as in immigration it's abuse and a crisis brought here and then force by law respect for it when it is already here bc it is a planet problem. For people without a lifetime of knowledge you would be shocked if knew what people think and say about us living here and what they believe from complete ignorance. It is a belief everything is owed to make lives bigger and better for them above everyone else bc they suffered somewhere else but the assumption is every person in Canada had the opportunity born here that all people should be rich and if anyone is under that standard they deserve nothing and it should be given to everyone coming in. It is understood in some groups the purpose and wants of Canadian women is providing free services to immigrant men because this is how all Canadian women chose to live as women. The expectation of women is back to the stone age to obey, speak when given permission and respect abuse. Our authorities now back that up. Don't believe me you can see evidence. We are being forced by law to change. How many persons with criminal records are here in past decade was that recent news report? There's good and bad but if you don't respect the bad then see what happens to you because suddenly you will the bad one as a Canadian so be prepared to respect and appreciate everything you spent a lifetime believing you didn't have to. Some people could write an encyclopedia of wild and bizarre things and opinions and expectations of the views others have of life here and it would make most here all their lives want to flee and leave. There are two opposite meanings of what respect is. It amounts to respect them and everything bad and disrespectful to us or we have no respect any other names. This includes not one specific culture but numerous ones and I am referring to a different one than referenced in this video. Respect divided into two opposite meanings, ignorance, lack of care, abuse, hate and so many things which our government is permitting to happen and people are losing their physical lives and becoming physically and mentally ill and it is directly related to destroying Canadians living here, killing them to force a message of change of respects and persons need to die to force it.
Identity Attack0.07673789
Insult0.03599453
Profanity0.028230323
Threat0.045895394
Severe Toxicity0.00579834
Low Tox 0.115658075 Constructive 0.83
Aug 28, 2025 Why Canadians Are Turning Against …
Unfortunately, Canada is changing for the worse. Many people are unemployed. Migrants work for money that is below the subsistence level. Prices are rising. And wages are stagnant. Only migrants from third countries remain here. …
Unfortunately, Canada is changing for the worse. Many people are unemployed. Migrants work for money that is below the subsistence level. Prices are rising. And wages are stagnant. Only migrants from third countries remain here. Others return. Even young Canadians are leaving Canada for a better life.
Identity Attack0.10221587
Insult0.03235855
Profanity0.012141321
Threat0.0061037517
Severe Toxicity0.0022220612
Low Tox 0.11479026 Moderate Con 0.469 Economic_Argument
Feb 14, 2026 Inside Canada's Indian Invasion...
For any non Canadians, if you live anywhere near here, your insurance rates sky rocket to unaffordable amounts. Truly one of the worst places to be in or around.
For any non Canadians, if you live anywhere near here, your insurance rates sky rocket to unaffordable amounts. Truly one of the worst places to be in or around.
Identity Attack0.06658725
Insult0.04442204
Profanity0.013576009
Threat0.0065050707
Severe Toxicity0.002298355
Low Tox 0.11479026 Moderate Con 0.397 Economic_Argument
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Why canadian government don't stop them even though they know its fraud but they still letting them in because government need money big money
Why canadian government don't stop them even though they know its fraud but they still letting them in because government need money big money
Identity Attack0.021083053
Insult0.06494803
Profanity0.015147334
Threat0.007417747
Severe Toxicity0.0020694733
Low Tox 0.11440011 Low Con 0.206 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
There's nothing wrong with immigration as long as there's an expectation of integration. Come here to be Canadian and add to the value of our country, instead of destroying it.
There's nothing wrong with immigration as long as there's an expectation of integration. Come here to be Canadian and add to the value of our country, instead of destroying it.
Identity Attack0.051580742
Insult0.03257891
Profanity0.012585391
Threat0.009644418
Severe Toxicity0.0022506714
Low Tox 0.11440011 Constructive 0.572
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Liberals always take tax dollars and give them to non paying tax people when will Canadians wake up
Liberals always take tax dollars and give them to non paying tax people when will Canadians wake up
Identity Attack0.06522302
Insult0.05144889
Profanity0.012995303
Threat0.007081157
Severe Toxicity0.0025939941
Low Tox 0.11429678 Low Con 0.248 Economic_Argument
Dec 27, 2025 Thousands of refugees allowed into …
Our so called leaders have criminally let down Canadians! A complete giveaway without Assimilation requirements? How does this benefit Canada or our social system. They’ve contributed nothing all on assistance from funds and programs designed …
Our so called leaders have criminally let down Canadians! A complete giveaway without Assimilation requirements? How does this benefit Canada or our social system. They’ve contributed nothing all on assistance from funds and programs designed to support us Canadian citizens. 🤬…
Identity Attack0.038167715
Insult0.054962315
Profanity0.014054239
Threat0.0077284453
Severe Toxicity0.0023937225
Low Tox 0.11429678 Moderate Con 0.42
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that …
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that theres an "immigration" problem, the refusal to adapt and assimilate feels like a slap in the face especially when the same few will talk I'll of the same system they benefit from. HOWEVER I don't think it's good to lump all of these problems together and dump collective blame on immigrants. For 1, all this immigration and policies have happened under a liberal government and y'all voted then in, AGAIN. - clearly you're not THAT desperate for change. 2nd. Are the ones saying they can't find work willing to work in trades? General laborers making $25-$30+++ No experience required. Tradespeople are glad to teach people willing to work hard and learn.. What about warehouse work? Apply to your 5 closest warehouses, I guarantee youll get in 1.. ALSO the government IS willing to help Canadians get little certifications like forklift, smartserve, CPR.. Career colleges can help with training (e.g - computer) as well as soft skills. So yeah, I wonder if it's people being just as picky as they were when Canada wasn't in the economical shitter it is in rn? Maybe Im far luckier or fortunate than most? Maybe expectations are too high? Maybe some stubbornly refuse assistance they are entitled to? Im not sure, but I do sympathize/empathize with you guys, I hope you all can "get through". I pray we can find solutions to this insane cost of living / broken housing market / price gouging / tiny group of business owners having a complete market control and a monopoly on everything thing we need to survive - without competition, limitations or government regulation🫩. Stay strong Canada! 💙Don't let the hate consume you!❤️ 🇨🇦We will overcome🇨🇦
Identity Attack0.09410924
Insult0.04383647
Profanity0.04867618
Threat0.009799767
Severe Toxicity0.004501343
Low Tox 0.11429678 Constructive 0.869 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I have a sociology background and I'm from the Ottawa area in Canada. I'm legitimately surprised to actually had some people actually speaking so openly against the Indian invasion. Many Canadians could lose their jobs …
I have a sociology background and I'm from the Ottawa area in Canada. I'm legitimately surprised to actually had some people actually speaking so openly against the Indian invasion. Many Canadians could lose their jobs over having an opinion that goes against the current state of immigration. Canadians don't actually have the Freedom of Speech many Americans enjoy.
Identity Attack0.10221587
Insult0.030595649
Profanity0.01261955
Threat0.006925808
Severe Toxicity0.0024795532
Low Tox 0.11429678 Constructive 0.777 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They have whole continents and ethnic nations for themselves. Now, we have little, mere, scant slivers of erable land while the rest of the world's nations still have plenty of land, except for those whom …
They have whole continents and ethnic nations for themselves. Now, we have little, mere, scant slivers of erable land while the rest of the world's nations still have plenty of land, except for those whom have already overpopulated themselves. While actual canadians have no opportunities and means to make products and services and compete in the marketplace for our people. Nobody seems to give a care about french and british isles canadians who built this country. Most of everyone else just moved in and out of those many just came for the government benefits and perks, and also the fact they could move their whole family and acquaintances. Let's be honest. A lot of people born here are descendants of scammers and grifters of the canadian system in some way. At this point, I think we should criticize all the various groups that have come here en masse. Most of the MPs have no spine. You can still have a liberal policy and still end immigration. It's the elephant in the room. End immigration and subsequent benefits and family unification policies.
Identity Attack0.06385879
Insult0.05964688
Profanity0.021125201
Threat0.0069516995
Severe Toxicity0.0033950806
Low Tox 0.11429678 Constructive 0.624
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s not just Brampton is all Toronto it’s cheap for them but they have ruined the economy for Canadians
It’s not just Brampton is all Toronto it’s cheap for them but they have ruined the economy for Canadians
Identity Attack0.02821777
Insult0.05086332
Profanity0.012585391
Threat0.008453408
Severe Toxicity0.0021076202
Low Tox 0.11429678 Moderate Con 0.393 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
that's the result from the Canadian government start switching from the Chinese students. congrats Liberals Party😂😂
that's the result from the Canadian government start switching from the Chinese students. congrats Liberals Party😂😂
Identity Attack0.09741807
Insult0.032138187
Profanity0.014771583
Threat0.0064144502
Severe Toxicity0.002746582
Low Tox 0.11429678 Low Con 0.181
Oct 1, 2025 IRCC Names India in Study …
I'm an immigrant who came here when i was almost 2 yrs old with my single mother who worked 3 jobs to support me.We're here for 45 yrs.I'm a proud Canadian and agree 💯 with …
I'm an immigrant who came here when i was almost 2 yrs old with my single mother who worked 3 jobs to support me.We're here for 45 yrs.I'm a proud Canadian and agree 💯 with Canadians.Why do we have to accept others religions while they dont have to..How is saying Merry Christmas now a bad thing to say or God Bless..They should leave their religion and culture behind their door and be proud and appreciate Canada let them in ..We need them to adapt to our Culture or go back to their country
Identity Attack0.10221587
Insult0.028612386
Profanity0.01261955
Threat0.0067834044
Severe Toxicity0.0031661987
Low Tox 0.11429678 Constructive 0.837
Sep 9, 2025 2 likes Why Canadians Are Turning Against …
I am a Canadian residing in Vancouver BC. and there is no division. We Canadians 🇨🇦 want fair, balanced and skilled immigration that contributes to the betterment of all Canadians. Companies like Tim Hortons want …
I am a Canadian residing in Vancouver BC. and there is no division. We Canadians 🇨🇦 want fair, balanced and skilled immigration that contributes to the betterment of all Canadians. Companies like Tim Hortons want to hire cheap foreign labour with no benefits, it is pure greed. Canadians have had enough. We are unified in this assertion.
Identity Attack0.04796442
Insult0.061626412
Profanity0.013405213
Threat0.0061296434
Severe Toxicity0.00207901
Low Tox 0.11419344 Constructive 0.67 Identity_Assertion
Feb 11, 2026 9 likes Canada's tighter immigration policy divides …
Clearly, the guy from Poland who asked the driver" Do you have Canadian Licens? And he said no." This guy was lying blantaly because you can't even activate your Uber account without license. I am …
Clearly, the guy from Poland who asked the driver" Do you have Canadian Licens? And he said no." This guy was lying blantaly because you can't even activate your Uber account without license. I am not saying that you can look it online.
Identity Attack0.015355183
Insult0.06757036
Profanity0.015625564
Threat0.006874025
Severe Toxicity0.0020885468
Low Tox 0.11419344 Constructive 0.528
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working …
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working in the nation I was raised and I am having some people have my job who aren't even fit for the job. It makes no sense to me. Our wages have stalled due to international students for a better life, but at the end I want money just like other Canadians who have been here for ages. Also we need to end why our government allows lucrative hiring contracts overseas for cheaper positions in certain degrees and diplomas. In addition, why are all of our call centers placed all over the world. From Africa, south east Asia, South Asia. Those jobs can be available here. We can have a decomcratic country if our country didn't care about just "growth" we didn't need more immigration. We needed systematic change in government, schools, common sense, I could go on. I think us as Canadians don't know how corrupt the world really is. Look at other countries and how they work. It's lucrative essentives to benefit only certain people. I would rather have our tax payer money be used to fix the system. My dad's been here since the 1980s and he is sad for everyone. This is a loss on both ends. We didn't create new universities, new highways to support the population, no hospitals, new schools. I remember when my class sizes were 18 to 20 kids. We need change, not radical because we were never that. Let's do what we do best and be Canadians for us first.
Identity Attack0.09410924
Insult0.04383647
Profanity0.019758832
Threat0.0074306927
Severe Toxicity0.0032806396
Low Tox 0.11419344 Constructive 0.85 Personal_Narrative
Oct 1, 2025 1 likes IRCC Names India in Study …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be putting thought into having children and starting families. But the reality is they can't afford it and everyone knows that our young Canadians don't make the list of government handouts. As a child immigrant to Canada, I am absolutely disgusted with what we've turned into and how easy it is for today's immigrants to come here, it's like spitting in the faces of immigrants like my parents and many others who had to work their asses off to be here and make a life for themselves and their kids. Every older generation immigrant I have spoken with says they feel like all of their sacrifice was for nothing. When we immigrated here, we kept our traditions, but we also embraced Canadian traditions and I passed our traditions onto my child, but she was raised Canadian and she embraces both. Our whole family has been proudly Canadian since the day we came here and it breaks our hearts to see what our Canada has become. Love that you put this out on YouTube so more people can wake up to the realities of the state of Canada. Great work!! 🙌
Identity Attack0.042550452
Insult0.05086332
Profanity0.025770858
Threat0.01119791
Severe Toxicity0.0037765503
Low Tox 0.11419344 Constructive 0.837 Personal_Narrative
Aug 25, 2025 18 likes Why Canadians Are Turning Against …
It's a lie a company can't find Canadian workers. Companies get half the wages for a newcomer employee reimbursed by the federal government. Paid to hire foreigners instead of Canadian born.
It's a lie a company can't find Canadian workers. Companies get half the wages for a newcomer employee reimbursed by the federal government. Paid to hire foreigners instead of Canadian born.
Identity Attack0.06658725
Insult0.03885912
Profanity0.01261955
Threat0.006110225
Severe Toxicity0.0020885468
Low Tox 0.1140901 Moderate Con 0.325 Economic_Argument
Feb 11, 2026 159 likes Canada's tighter immigration policy divides …
LMAO , this is going to get used in Canadian committee ...
LMAO , this is going to get used in Canadian committee ...
Identity Attack0.018168874
Insult0.0314771
Profanity0.07320584
Threat0.008764107
Severe Toxicity0.0047302246
Low Tox 0.1140901 Low Con 0.201
Jan 27, 2026 Inside Canada's Indian Invasion...
People are hating unfairly on immigrants when it is the government is at fault for not managing immigration better. Let's not forget that Canada was built on immigration and collectively most immigrants do contribute to …
People are hating unfairly on immigrants when it is the government is at fault for not managing immigration better. Let's not forget that Canada was built on immigration and collectively most immigrants do contribute to the good of Canadian society. I am an immigrant, I have never felt that any one group is forcing anything on me. I live my life, pay taxes, do my civic duties , mind my business , don't bother anyone and try to get along with everyone regardless . Yet I have been verbally attacked several times because I am non white. So I often wonder who is truly Canadian and if you are of "colour" will you forever be a hyphenated Canadian even if you are 3, 4 , 5 th or multigenerational born and bred in Canada. The high cost of living and unaffordabilty of housing is one thing, declining national fertility rates another and immigration is another. To me, It looks like Canada's immigration policy needs urgent reform and yes, immigrants should leave their baggage at the door.
Identity Attack0.07094744
Insult0.05027775
Profanity0.020168742
Threat0.008375733
Severe Toxicity0.0029754639
Low Tox 0.1140901 Constructive 0.824
Aug 25, 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.