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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

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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 will I do without …" 416 comments · Page 11 of 17
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people will gladly intergrade, but Canadian borns won't welcome it. Walk with me- I'll use food for an example. Every other grocery store is middle eastern/asian/african in Brampton and its becomes harder finding more western style food. I love international food, I cook it often but if you're used to burgers and pizza and only know how to make spaghetti it feels like a 'take over' These people want what they want and even though all these places are free for you to also enjoy they don't like it cause it's too 'foreign' to them. It doesn't mean there isnt still a No Frills or a Walmart or Metro, but because the african and halal store are closer and more frequent it seems like more of a convenience to others and not to you. When people say we're multi-cultural, they mean 'yeah he's brown or black but he keeps it to himself' They aren't going to go to that Sikh temple giving free food, and only go to the church at the beginning even though they're welcome to both. It's the same for Diwali and other things, white people dont care to be interested in those things, and just wonder why they get to have it at all. I do agree with that indian lady at the beginning though, with lax immigration you come in feeling like you don't need to do anything to assimilate. They're doing themselves a disservice by only helping themselves. I hate stereotypes being perpetuated onto people but like that Pakistani guy said too, you live in a bubble and you don't pay attention to that. You can go days without speaking english to someone. You can't immigrate somewhere and shut out everyone already there. I get you may not feel welcome by the white people like the ones in the beginning and so you dont mess with them, and its easy not to. But there needs to be openness with helping everyone benefit from multi-culturalism and not just some of us. There are issues with immigrants not wanting to go outside their bubble and for canadians not to want to either, It'll be hard to (with the current issues we're facing as a country) to actually blend together more.
Identity Attack0.25140062
Insult0.061101943
Profanity0.02392626
Threat0.008181547
Severe Toxicity0.0060272217
Low Tox 0.1883923 Constructive 0.849
Oct 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
They invaded Canada without guns and won.😂😂
They invaded Canada without guns and won.😂😂
Identity Attack0.06522302
Insult0.028502205
Profanity0.02126184
Threat0.13262562
Severe Toxicity0.0075531006
Low Tox 0.18649188 Low Con 0.179
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are the only people who pay taxes from day one....without depending on assistance.
Indians are the only people who pay taxes from day one....without depending on assistance.
Identity Attack0.23239216
Insult0.039737478
Profanity0.017845914
Threat0.006686311
Severe Toxicity0.0040245056
Low Tox 0.18079062 Moderate Con 0.358
Dec 16, 2018 How much do refugees and …
1st step government must stop face covering, prayers on the streets, and all desert clothing. Take all these immigrants send them to Trudeau's door steps and have him support them. He allowed them in without …
1st step government must stop face covering, prayers on the streets, and all desert clothing. Take all these immigrants send them to Trudeau's door steps and have him support them. He allowed them in without Canadusn consent.
Identity Attack0.17303948
Insult0.060927123
Profanity0.014088398
Threat0.009256045
Severe Toxicity0.0044441223
Low Tox 0.18079062 Moderate Con 0.356 Policy_Critique
Aug 29, 2025 7 likes Why Canadians Are Turning Against …
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 …
This is what happens when you see a country that was conquered without a single shot fired looks like.
This is what happens when you see a country that was conquered without a single shot fired looks like.
Identity Attack0.007843546
Insult0.024124376
Profanity0.020920247
Threat0.19229786
Severe Toxicity0.006790161
Low Tox 0.1798404 Low Con 0.124 Fear_Threat
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, …
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, built a nation where opportunity is possible. We cannot erase the past, but we can acknowledge it and learn to live with respect. But to the wave of immigrants who came after 2017—listen carefully: you are ruining the very country you ran to for safety and opportunity. Too many of you are uncivilized. You don’t respect others. You lie, you cheat, you act without humility or integrity, you always go for short cut, you stink. You take advantage of a system you never helped build, and you give nothing back in return. This country was built on respect, honesty hard work, and accountability—values you seem to ignore. If you cannot live by those principles, then you don’t belong here. Canada is not here to lower itself to your standards. Either rise up, learn the values that make this country strong, or stop pretending you deserve the opportunities that others fought for. Never mind, just leave!!!!!!!
Identity Attack0.105256535
Insult0.07935401
Profanity0.019690514
Threat0.009359611
Severe Toxicity0.004234314
Low Tox 0.17891699 Constructive 0.605
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
There’s simply too much money involved. Believe it or not, Western adversaries have found this as a way to weaken the West. Most people don’t see it, but that’s exactly what’s happening. A country is …
There’s simply too much money involved. Believe it or not, Western adversaries have found this as a way to weaken the West. Most people don’t see it, but that’s exactly what’s happening. A country is just a piece of land without its people and its culture. If you bring in Indians your cities and town will become Indian.. Canada’s government appears to be selling out its people and its future. There was a time this would’ve been called treason, but the country has clearly changed at its core.
Identity Attack0.13591312
Insult0.06564732
Profanity0.020510335
Threat0.009204263
Severe Toxicity0.004196167
Low Tox 0.17718399 Moderate Con 0.415 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or …
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or supervision determinng the next course of action. Yet again, not the majority of Canadians or electorate voted 🗳 Liberal government back in power under the leadership of Mark Carney, lol! Now, to me, strangely enough the government seems to fall off the cliff or wagon once more with their bizarre and inconsistent policies overshadowing in my opinion!🤦
Identity Attack0.052490227
Insult0.08508729
Profanity0.028913507
Threat0.009204263
Severe Toxicity0.0047683716
Low Tox 0.17545098 Constructive 0.513
Nov 21, 2025 Thousands of refugees allowed into …
"Immigration without assimilation is an invasion." Javier Milei
"Immigration without assimilation is an invasion." Javier Milei
Identity Attack0.14233272
Insult0.04149419
Profanity0.019143965
Threat0.009048914
Severe Toxicity0.00541687
Low Tox 0.17371799 Low Con 0.224
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They know how to invade any country in the world without any war.
They know how to invade any country in the world without any war.
Identity Attack0.040745795
Insult0.021803947
Profanity0.026454043
Threat0.13414288
Severe Toxicity0.0075912476
Low Tox 0.17285149 Low Con 0.084 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Illegal immigrants have better health care services than my 90 year old mom who paid taxes most of her life. 6 million Canadians without a family GP.
Illegal immigrants have better health care services than my 90 year old mom who paid taxes most of her life. 6 million Canadians without a family GP.
Identity Attack0.16993292
Insult0.04910661
Profanity0.013166099
Threat0.0061037517
Severe Toxicity0.0032806396
Low Tox 0.17111848 Constructive 0.557 Economic_Argument
Feb 24, 2026 47 likes 'We do know that there's …
Lately, it has also been an African/Caribbean invasion. Canada has accepted so many migrants from those areas without having done any due diligence.
Lately, it has also been an African/Caribbean invasion. Canada has accepted so many migrants from those areas without having done any due diligence.
Identity Attack0.19495805
Insult0.036104713
Profanity0.012277958
Threat0.007029374
Severe Toxicity0.0037765503
Low Tox 0.17111848 Moderate Con 0.332 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I feel that the problem is the Trudeau government and the NDP allowed to many immigrants into Canada without doing any background research on their status and now we have a huge influx of criminals …
I feel that the problem is the Trudeau government and the NDP allowed to many immigrants into Canada without doing any background research on their status and now we have a huge influx of criminals from many countries. These people have no interest whatsoever in assimilating into our society, they are only interested in taking advantage of our country and generosity.
Identity Attack0.11976352
Insult0.0720671
Profanity0.013302735
Threat0.0070552654
Severe Toxicity0.0038719177
Low Tox 0.17111848 Constructive 0.501 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
canada cannot survive without immigrants..
canada cannot survive without immigrants..
Identity Attack0.17381613
Insult0.03070583
Profanity0.015147334
Threat0.008090926
Severe Toxicity0.0036811829
Low Tox 0.17111848 Low Con 0.162 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Solution? Embrace global multiculturism. If every national marries to other national without any form of backlash or rejection from the society then the world will be good, first dinosaurs live then homo sapiens came then …
Solution? Embrace global multiculturism. If every national marries to other national without any form of backlash or rejection from the society then the world will be good, first dinosaurs live then homo sapiens came then natives came then Europeans came now Indians are coming. You can't be rigid about your identity to the point you're self-force drowning yourself into these beliefs. I get your point but we're humans are after all. Compromise without compromising yourself. Identity, race, ethnicity, religion, etc will always bound you in chains.
Identity Attack0.10221587
Insult0.06372428
Profanity0.03489832
Threat0.011741633
Severe Toxicity0.005722046
Low Tox 0.17025198 Constructive 0.674
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Stop extortion racket you gotta allow citizens to bear hand guns legal ones just limit the amount per household, and if someone breaks in their house at night time or threaten them or their family, …
Stop extortion racket you gotta allow citizens to bear hand guns legal ones just limit the amount per household, and if someone breaks in their house at night time or threaten them or their family, you have a right to defend yourselves without being charged for murder
Identity Attack0.0059936526
Insult0.024382202
Profanity0.018392462
Threat0.13853464
Severe Toxicity0.0060653687
Low Tox 0.16765249 Moderate Con 0.477 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
They come from private one room universities in India without any acredition or check how they graduated. Money works and fake degrees are allotted.
They come from private one room universities in India without any acredition or check how they graduated. Money works and fake degrees are allotted.
Identity Attack0.10221587
Insult0.07333439
Profanity0.017914234
Threat0.006770459
Severe Toxicity0.0028800964
Low Tox 0.16678599 Low Con 0.215 Unverified_Claim
Mar 2, 2026 Inside Canada's Indian Invasion...
If you can’t beat them, join them. I took my first dump on a beach today. I bought a turban off Amazon to ride my motorcycle without a helmet. I go to Niagara Falls to …
If you can’t beat them, join them. I took my first dump on a beach today. I bought a turban off Amazon to ride my motorcycle without a helmet. I go to Niagara Falls to litter. This is my Canada.
Identity Attack0.026207991
Insult0.03588435
Profanity0.027410502
Threat0.13815513
Severe Toxicity0.0075149536
Low Tox 0.16678599 Moderate Con 0.411 Humor_Satire
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive Indian increase in the population is due to Trudeau's immigration policy, the indians did not jump over the border as some of the comments suggest, they mostly came here legally, and this was done without broad agreement of the Canadian population as a whole. Canadian population went from being 30 million inhabitants to 40 millions in just over a decade, a massive population increase in a short time due mostly to Indian immigration with huge impact on housing , cost of housing, infrastructure, jobs, taxes, etc... The liberals have a lot to answer for the disaster which Canada has become in the last 10 years and yes they got rid off Trudeau, but they are still in power, stiffling the potential economic growth of Canada which should be a rich country instead of being a country where many people live from pay cheques to pay cheques.
Identity Attack0.17226285
Insult0.053791173
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.165053 Constructive 0.801
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Yes fraud immigration is problem. But do you know whats worse? Getting 5M+ immigrations without enough infrastructures, law enforcement, and economic power to compensate all the immigrants. Our government is wrong too.
Yes fraud immigration is problem. But do you know whats worse? Getting 5M+ immigrations without enough infrastructures, law enforcement, and economic power to compensate all the immigrants. Our government is wrong too.
Identity Attack0.10221587
Insult0.062150877
Profanity0.013780965
Threat0.0065633263
Severe Toxicity0.002670288
Low Tox 0.1641865 Moderate Con 0.492 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
Immigrants aren't the problem. The problem is when they don't integrate or adopt local customs, when they form ghettos. That's not immigration, it's invasion. If you choose to live in another nation, out of respect …
Immigrants aren't the problem. The problem is when they don't integrate or adopt local customs, when they form ghettos. That's not immigration, it's invasion. If you choose to live in another nation, out of respect and gratitude to the nation that welcomed you, you must integrate, be part of, assimilate—without losing your roots, of course, but adapting. I am from a country of immigrants (Argentina). My ancestors were Spanish (Galician/Catalan), Italian, German-Jewish, and Polish, and they all assimilated, adopting Spanish-language and Argentine customs without losing their roots.
Identity Attack0.12735364
Insult0.053205602
Profanity0.027410502
Threat0.0074954215
Severe Toxicity0.0049591064
Low Tox 0.16158698 Constructive 0.785
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 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.