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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: "It never was about the …" 820 comments · Page 24 of 33
They will never fit into Canada
They will never fit into Canada
Identity Attack0.08749158
Insult0.029163294
Profanity0.015215653
Threat0.0103175985
Severe Toxicity0.0030517578
Low Tox 0.1269396 Low Con 0.207 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
What do they do in the temples, sing "what a friend we have in Shiva"? On the good side though, they don't try to lure people into their religion, like Christians do. I've never had …
What do they do in the temples, sing "what a friend we have in Shiva"? On the good side though, they don't try to lure people into their religion, like Christians do. I've never had an Indian come to my door and say "have you heard about Ganesh? Here are some free pamphlets. Perhaps we could come in and discuss your soul getting saved from Naraka". Maybe they tried it a few times and it didn't go well.
Identity Attack0.13591312
Insult0.02982438
Profanity0.01941724
Threat0.0077025536
Severe Toxicity0.0031471252
Low Tox 0.1269396 Constructive 0.711
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
CANADA HAS FALLEN BECAUSE OF THE LIBERAL GOVERNMENT! IT WILL NEVER BE THE WAY IT WAS. ACCEPT IT! THIS IS THE NEW NORM HERE
CANADA HAS FALLEN BECAUSE OF THE LIBERAL GOVERNMENT! IT WILL NEVER BE THE WAY IT WAS. ACCEPT IT! THIS IS THE NEW NORM HERE
Identity Attack0.04435511
Insult0.058475737
Profanity0.013473531
Threat0.007029374
Severe Toxicity0.002937317
Low Tox 0.1269396 Low Con 0.19
Aug 27, 2025 Why Canadians Are Turning Against …
Listen, immigration has always been a strength in this country but bringing millions of immigrants at the same time into a country made no sense. Trudeau's government should be ashamed but they'll never take responsibility …
Listen, immigration has always been a strength in this country but bringing millions of immigrants at the same time into a country made no sense. Trudeau's government should be ashamed but they'll never take responsibility for their mistakes. Now everything is messed up and it's going to take years to fix. Unfortunately these TFWP programs all need to stop - Canada is broken right now.
Identity Attack0.052490227
Insult0.060927123
Profanity0.013712646
Threat0.0071847234
Severe Toxicity0.0025367737
Low Tox 0.12520397 Constructive 0.562 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Journalism is very important for sure, but empathy is even more important. People from 1st world countries will never understand how is it to live on a place that was colonized by the 1st world …
Journalism is very important for sure, but empathy is even more important. People from 1st world countries will never understand how is it to live on a place that was colonized by the 1st world countries, can only guess about it. Thanks for sharing, I am thankful to have the opportunity to see closer whats happening, you took lots of risks, hopefully nobody will get hurt. Pray for every God you can, without faith we are only animals eating, sleeping, mating and defending ourselves, pretending to be better than someone else. Peace
Identity Attack0.04048799
Insult0.06512285
Profanity0.025360947
Threat0.009359611
Severe Toxicity0.003643036
Low Tox 0.123468354 Constructive 0.756 Moral_Argument
Feb 7, 2026 Inside Canada's Indian Invasion...
I’ve lived in foreign countries as both temporary and permanent resident but I never ever felt entitled to reside there forever. While I’m sure some are caught off guard, they still have a home to …
I’ve lived in foreign countries as both temporary and permanent resident but I never ever felt entitled to reside there forever. While I’m sure some are caught off guard, they still have a home to go back to. We already have a mess with incompatible newcomers. Maybe we can work on that next.
Identity Attack0.06385879
Insult0.061101943
Profanity0.013951761
Threat0.007365964
Severe Toxicity0.0026512146
Low Tox 0.123468354 Constructive 0.688
Nov 21, 2025 53 likes Quebec Ends Economic Immigration Program …
I went to Dairy Queen a year ago and was like, "woww i never been in here before" I went in and there were like 30 flies flying around the counter and the indian cashier …
I went to Dairy Queen a year ago and was like, "woww i never been in here before" I went in and there were like 30 flies flying around the counter and the indian cashier did not seem bothered 😭 I never went back there
Identity Attack0.10221587
Insult0.029163294
Profanity0.056441884
Threat0.009929225
Severe Toxicity0.004749298
Low Tox 0.12086493 Constructive 0.523
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I live close to Bramledash. The houses are apparently cheap, but I would never live there. They need to stop immigration immediately!
I live close to Bramledash. The houses are apparently cheap, but I would never live there. They need to stop immigration immediately!
Identity Attack0.083355546
Insult0.026444806
Profanity0.013166099
Threat0.009696201
Severe Toxicity0.002784729
Low Tox 0.1182615 Constructive 0.568 Call_To_Action
Sep 20, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
Yes in the 80’s as a new emigrants we had to work for our living. We never ever thought to get help from the government we are all integrated in to a Canadian society. We …
Yes in the 80’s as a new emigrants we had to work for our living. We never ever thought to get help from the government we are all integrated in to a Canadian society. We paid taxes from the day one that made us true Canadian citizens. Which I’m a very proud of. In my street two houses own by East Indians They don’t take care of their properties like us taking care of our property. Should I assimilate in to there’s way of life ? Or they should assimilate into our society? The answer to this question is very simple . Assimilate to our way of life or move back to India.
Identity Attack0.10221587
Insult0.04383647
Profanity0.016001316
Threat0.00713294
Severe Toxicity0.0034332275
Low Tox 0.11652588 Constructive 0.733
Sep 21, 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 …
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 …
We all know that we will NOT see those 2.9 Million leaving Canada.... Just like the 'student visas' and all the other visas these people get - its just to get IN - once in …
We all know that we will NOT see those 2.9 Million leaving Canada.... Just like the 'student visas' and all the other visas these people get - its just to get IN - once in then they NEVER plan to leave. Watch your crime levels go the Moon folks!
Identity Attack0.02238941
Insult0.061451588
Profanity0.013371054
Threat0.007547205
Severe Toxicity0.0023651123
Low Tox 0.11419344 Moderate Con 0.336
Jan 16, 2026 2.9 million Canadian temporary visas …
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 …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what 'used' to be a balanced multicultural way of life - is now being completely replaced by, majority led, india and a select handful of a few other nations - philippines, nigeria, bangladesh and some middle eastern nations. most of these nations - minus the philippines - have very different values and laws from the west. gender inequality, caste systems and not to mention religious / secular conflicts. racism is also incredible in those nations - again, minus the philippines. the only reason i include the philippines on this list as well is because their numbers are also very high in terms of the recent immigration scams but still not as high as india - who by large is the biggest scammer by a mile. these nations export canadian capital to their home nations and recycle the cash and bring in more of their own people. it is blatant soft power take over of canada without firing a single shot. canadians need to wake up and bring back balanced immigration. i will never accept sharia law, caste systems of gender inequality in canada but it is already here and their population is hundreds to thousands of times more than canada and they are already establishing incredibly strong roots here.
Identity Attack0.10221587
Insult0.039737478
Profanity0.016342908
Threat0.007081157
Severe Toxicity0.00333786
Low Tox 0.11398677 Moderate Con 0.434
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
12:50 Canada 101: Never state that a tool is for self-defense on camera or to an officer. *You bought that knife to butter your bread.
12:50 Canada 101: Never state that a tool is for self-defense on camera or to an officer. *You bought that knife to butter your bread.
Identity Attack0.0034962974
Insult0.031146556
Profanity0.015557245
Threat0.036149003
Severe Toxicity0.003929138
Low Tox 0.11378009 Low Con 0.187 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not …
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not enough. So we have to feed them for 5-10 years before they contribute? I WANT PAID VACATION IN HAWAII TOO WITH EVERYTHING INCLUDED. Why am I not getting it? I've never spent 1.5 years not working and I'm 38 years old. WTH
Identity Attack0.049989145
Insult0.033680726
Profanity0.069969244
Threat0.0068999166
Severe Toxicity0.0038146973
Low Tox 0.11357342 Constructive 0.73 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
no way you're in brampton rn omg. i love your videos but i truly never expected you to be here. ty for covering this
no way you're in brampton rn omg. i love your videos but i truly never expected you to be here. ty for covering this
Identity Attack0.023193322
Insult0.028171662
Profanity0.047173142
Threat0.009877442
Severe Toxicity0.005378723
Low Tox 0.11347008 Moderate Con 0.491 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I've never seen so much disdain for immigration in Canada in my 42yrs here. Now seeing our standard of living tank while we are giving benefits, food and housing for migrants for years. We pay …
I've never seen so much disdain for immigration in Canada in my 42yrs here. Now seeing our standard of living tank while we are giving benefits, food and housing for migrants for years. We pay taxes, and suffer and try not to starve.
Identity Attack0.061130337
Insult0.02982438
Profanity0.013849284
Threat0.014048163
Severe Toxicity0.0033950806
Low Tox 0.112850055 Constructive 0.702 Personal_Narrative
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Spent my first 21 years in Brampton and in that time it grew in population and decayed in culture. I will likely never move back. And if you are curious about why Btowns driving is …
Spent my first 21 years in Brampton and in that time it grew in population and decayed in culture. I will likely never move back. And if you are curious about why Btowns driving is so awful, go look at the local dmv... you might find something there.
Identity Attack0.0102854045
Insult0.06267534
Profanity0.016889455
Threat0.007197669
Severe Toxicity0.0018310547
Low Tox 0.112643376 Constructive 0.674 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I think most Canadians purport the anti-rascist agenda that those who complain about immigrants are becoming a smaller and smaller minority. It is after all the Canadian way. Our government and national attitude will never …
I think most Canadians purport the anti-rascist agenda that those who complain about immigrants are becoming a smaller and smaller minority. It is after all the Canadian way. Our government and national attitude will never change. Soon we will suffer great reprocussions for voicing any contrary opinion.
Identity Attack0.09741807
Insult0.034011267
Profanity0.01128734
Threat0.008168601
Severe Toxicity0.0024604797
Low Tox 0.112540044 Constructive 0.528
Sep 2, 2025 Why Canadians Are Turning Against …
Where do Canadians go. Born and raised here. It’s not Canada anymore. Where else am I supposed to go? It’s only going to get worse. The damage Trudeau did we will never recover from, and …
Where do Canadians go. Born and raised here. It’s not Canada anymore. Where else am I supposed to go? It’s only going to get worse. The damage Trudeau did we will never recover from, and if we do it won’t be in my lifetime.
Identity Attack0.052490227
Insult0.034341812
Profanity0.011577694
Threat0.009747985
Severe Toxicity0.0028419495
Low Tox 0.112540044 Moderate Con 0.463
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
You must have never heard of Cary , Nc 😂😂I kid you not!!!!
You must have never heard of Cary , Nc 😂😂I kid you not!!!!
Identity Attack0.0044582416
Insult0.054962315
Profanity0.016411226
Threat0.0065244893
Severe Toxicity0.0018692017
Low Tox 0.112436704 Moderate Con 0.354 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian myself who has lived for a total of 12 years in the United Arab Emirates (Dubai) and given that almost 80% of the population is made up of expatriates, I have never …
As an Indian myself who has lived for a total of 12 years in the United Arab Emirates (Dubai) and given that almost 80% of the population is made up of expatriates, I have never truly faced such problems. I think the real reason why most are unhappy is because of a lack of discipline amongst the immigrants. Dubai may be more libertarian and tolerant toward other faiths than rest of the GCC nations but they don't tolerate any form of disrespect or indiscipline as they have very strict rules. I believe the locals and the immigrants can get along with each other if they respected each others' way of life.
Identity Attack0.10221587
Insult0.04032305
Profanity0.027547138
Threat0.008414571
Severe Toxicity0.003566742
Low Tox 0.112333365 Constructive 0.842
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
I will never forgive the liberals for what they did.
I will never forgive the liberals for what they did.
Identity Attack0.043839492
Insult0.032248367
Profanity0.016103793
Threat0.008362788
Severe Toxicity0.002412796
Low Tox 0.11212669 Moderate Con 0.378 Policy_Critique
Oct 22, 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.