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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: "To all Canadians, coming from …" 444 comments · Page 12 of 18
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, …
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, vote, nomination, poll, etc etc. these people and their beliefs do not work in western society. they want to overrun the population (with religion as an excuse) so they can take control and begin dismantling western culture. soon all of canadas laws and protections will defend the invasions and open their boarders wide open. western society and it's values are in grave danger. they're going to use our system against us. its happening right in front of your eyes. time to wake up. these people aren't coming to canada and the states in search of a better life or the american dream. they do not want to assimilate and they refuse our values. they are here because they want their own country, and they're very close to having it. these people were chanting DEATH TO THE WEST, DEATH TO AMERICA the day they flew over.
Identity Attack0.16801116
Insult0.0806213
Profanity0.020373698
Threat0.010343489
Severe Toxicity0.0064468384
Low Tox 0.19504376 Moderate Con 0.368 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t …
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t a giant dumping ground like back home, there’s bathrooms in homes and businesses, and we mainly speak English. Don’t like it.. well you found your way here, not hard to go HOME 😂😂
Identity Attack0.10221587
Insult0.06921569
Profanity0.022423252
Threat0.011042561
Severe Toxicity0.0062942505
Low Tox 0.19409354 Moderate Con 0.469 Identity_Assertion
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
What’s up with Canadian immigrants and knowing they need to assimilate to the culture they joined but American immigrants take their whole country with them and refuse to adapt when they come
What’s up with Canadian immigrants and knowing they need to assimilate to the culture they joined but American immigrants take their whole country with them and refuse to adapt when they come
Identity Attack0.2308735
Insult0.05086332
Profanity0.016342908
Threat0.00675104
Severe Toxicity0.0039482117
Low Tox 0.19219314 Low Con 0.273 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
there's nothing racist about not wanting bad people coming into your country, its not about race it's about culture. please adopt Canadian values if you are going to stay here long term.
there's nothing racist about not wanting bad people coming into your country, its not about race it's about culture. please adopt Canadian values if you are going to stay here long term.
Identity Attack0.16373143
Insult0.06512285
Profanity0.015625564
Threat0.008155655
Severe Toxicity0.0042915344
Low Tox 0.19124292 Constructive 0.52 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Canadian I was all the Filipinos to come here lol
As a Canadian I was all the Filipinos to come here lol
Identity Attack0.20680901
Insult0.043250903
Profanity0.049427703
Threat0.0077802283
Severe Toxicity0.0063705444
Low Tox 0.19029272 Moderate Con 0.452 Solidarity
Feb 20, 2026 Inside Canada's Indian Invasion...
Everyone is getting hurt by it. IS suffer as well, since they gambled on coming to Canada thinking they could improve their life conditions in here. Instead, they find a country with no jobs, high …
Everyone is getting hurt by it. IS suffer as well, since they gambled on coming to Canada thinking they could improve their life conditions in here. Instead, they find a country with no jobs, high living costs and tuition. IS and Canadians are getting ripped off.
Identity Attack0.10235514
Insult0.07270074
Profanity0.026863953
Threat0.011612174
Severe Toxicity0.003967285
Low Tox 0.1893425 Constructive 0.527 Economic_Argument
Feb 26, 2026 Why Canada’s immigration system has …
buddy can not handle are Canadian winters hahaha got to come warmer next time brutha
buddy can not handle are Canadian winters hahaha got to come warmer next time brutha
Identity Attack0.047190998
Insult0.086852804
Profanity0.06546012
Threat0.008103873
Severe Toxicity0.005607605
Low Tox 0.1883923 Moderate Con 0.312 Humor_Satire
Feb 4, 2026 Inside Canada's Indian Invasion...
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)
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms and hospitals. The students were Masters or Ph.D. with full scholarship. They went on to build the country but they were minorities fighting the occasional racism on the street (as the woman in the green t- shirt says). Today, as a result of Trudeau's naïveté about the level of corruption in India, there's a huge influx of relatively unqualified Indians arriving and not being able to assimilate into Canadian society because they do not have good job qualifications. They end up living in ghettos and turn to crime. We must fix that by being much more selective of Indian immigrants. As someone of the Indian diaspora, I'd also like to say that there are those Indo Canadians ("brown folks") who want nothing to do with the Brampton or Surrey ghettos. Many of us are completely secular, having no religion and share nothing with these people fighting around temples and yelling at each other in Punjabi or Hindi. We speak English and French and vote in the elections.
Identity Attack0.10221587
Insult0.089778624
Profanity0.017572641
Threat0.007197669
Severe Toxicity0.004119873
Low Tox 0.1883923 Constructive 0.806
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Close the door and clean the house. If you don't adapt to the Canadian values and culture, don't come to Canada.
Close the door and clean the house. If you don't adapt to the Canadian values and culture, don't come to Canada.
Identity Attack0.17303948
Insult0.03588435
Profanity0.013405213
Threat0.011689849
Severe Toxicity0.0049591064
Low Tox 0.18744208 Moderate Con 0.302
Sep 8, 2025 Why Canadians Are Turning Against …
Please remember you came here as IMMIGRANTS not MISSIONARIES . Come to CANADA and live by CANADIAN rules or find someplace else to go.
Please remember you came here as IMMIGRANTS not MISSIONARIES . Come to CANADA and live by CANADIAN rules or find someplace else to go.
Identity Attack0.12556632
Insult0.0638991
Profanity0.012107162
Threat0.0077672824
Severe Toxicity0.004501343
Low Tox 0.18744208 Moderate Con 0.363 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
2:33 the assimilation question...what would be different if they assimilate? everything will still be Indian...the difference is not just the fact that they are not working...they have totally different values and culture and mentality...so the …
2:33 the assimilation question...what would be different if they assimilate? everything will still be Indian...the difference is not just the fact that they are not working...they have totally different values and culture and mentality...so the question is why they come from their countries and turn the other countries into their country again? maybe one of the reasons native Canadians are homeless and poor is because they feel that they do not have their culture anymore...they literally had the rug pulled from under them...it is depressing and distressful...they have been discarded and left totally unprotected
Identity Attack0.19100772
Insult0.06564732
Profanity0.02344803
Threat0.0072235605
Severe Toxicity0.0049972534
Low Tox 0.18744208 Constructive 0.612 Identity_Assertion
Jan 30, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants are not aliens, they are legal immigrants. On the other side, original Canadians are to be blame for their low birth rate, due to which government hasn't any choice but to have foreigners to …
Immigrants are not aliens, they are legal immigrants. On the other side, original Canadians are to be blame for their low birth rate, due to which government hasn't any choice but to have foreigners to run the businesses and dialy life course. The low birth rate is real issue. If the people of Canada didn't focus on this, sooner or later foreigners will overtake Canada. And of course when immigrants comes, surely they will bring their culture and living style too. Asking them to adopt Candian culture from the first day is senseless. There is no point of blaming immigrants for overtaking Canada.
Identity Attack0.18158256
Insult0.06582214
Profanity0.017709278
Threat0.007353018
Severe Toxicity0.0044059753
Low Tox 0.18459146 Constructive 0.573 Policy_Critique
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back …
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back America. Look up all the British colonies and controlled land. All the countries at war and all the illegal immigrants come from British colonies.
Identity Attack0.18705739
Insult0.056719027
Profanity0.013371054
Threat0.008582866
Severe Toxicity0.0038909912
Low Tox 0.18269104 Moderate Con 0.36
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So I reside in Ontario, I live in a city they call the armpit of Ontario. And everytime I come to this restaurant (I dont want to say what restaurant but if u ask id …
So I reside in Ontario, I live in a city they call the armpit of Ontario. And everytime I come to this restaurant (I dont want to say what restaurant but if u ask id tell you) - I would see a lot of them coming in by groups and they wear clothes like they still live back to whatever country they are from and would sit on their chairs cross legged as other people eat their food. Every hour theres dozens of them coming and I came to think are these people even legally here. It is just crazy to me as a legal immigrant where me and my family waited for 8 years for the application process, spent hundreds of thousands of money meanwhile I see people that arent from here and not even try to assimilate to Canadian culture. It is just infuriating.
Identity Attack0.055673428
Insult0.09124154
Profanity0.05168226
Threat0.00866054
Severe Toxicity0.004634857
Low Tox 0.18269104 Constructive 0.652
Oct 1, 2025 IRCC Names India in Study …
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, …
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, I can safely say you guys are losing your amazing country. My permit was not approved and you know what, I am not even mad. I see a lot of these people leeching off your government and for some reason they get preferential treatment over people like me who come to do things honestly, work, study, and adding to the country instead leeching from it. Like I said, I first came to Canada a little over 10 years ago, and I am telling you this country is changing for the worse. One thing I also noticed is how back then I always used to hear the memes of Canadians being nice and always saying "sorry". Those memes no longer exist. I know it doesn't say much, but what I am trying to say here is: The quality of the Canadian citizen is 100% decreasing.
Identity Attack0.08004672
Insult0.081508696
Profanity0.054437835
Threat0.007909686
Severe Toxicity0.0048446655
Low Tox 0.1798404 Constructive 0.756
Sep 29, 2025 10 likes IRCC Names India in Study …
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...
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax …
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax and never take a welfare penny from Canada .. But the refugee come , they only works for cash and collect welfare and they want this country to become there country and complaint no human right for them !
Identity Attack0.15303208
Insult0.054376744
Profanity0.014088398
Threat0.0065697995
Severe Toxicity0.0037193298
Low Tox 0.17285149 Constructive 0.631 Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution …
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution in Canada. Our politicians sold us out. There Is one and a half billion people in India. Canada has 35 million. If one Percent of India comes here, Canada is done.
Identity Attack0.13591312
Insult0.053205602
Profanity0.017709278
Threat0.01101667
Severe Toxicity0.0042533875
Low Tox 0.16851899 Constructive 0.567
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Is this what Canadians wanted all along— to become India? Sorry, but immigration should never be so permissive that enough immigrants come in to populate an entire city. That’s a failure of the immigration system, …
Is this what Canadians wanted all along— to become India? Sorry, but immigration should never be so permissive that enough immigrants come in to populate an entire city. That’s a failure of the immigration system, not a triumph.
Identity Attack0.14019285
Insult0.046764325
Profanity0.012448754
Threat0.0068416605
Severe Toxicity0.0032615662
Low Tox 0.165053 Moderate Con 0.432
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
Canada should impose education for emigrants of Canadian culture. Be like Japan- you come here, you practise what we practise, you follow Japanese rules, if you can’t- then leave!
Canada should impose education for emigrants of Canadian culture. Be like Japan- you come here, you practise what we practise, you follow Japanese rules, if you can’t- then leave!
Identity Attack0.13377325
Insult0.035333443
Profanity0.013780965
Threat0.0101363575
Severe Toxicity0.004386902
Low Tox 0.165053 Low Con 0.216 Comparative_Framing
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) …
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) repatriated and the death is left unclear. The gov’t of Canada has been obfuscating many such deaths. Was it the Canadian govt fully at fault for the deaths? Not quite… these students are often met with predatory individuals who take advantage of their vulnerable situations: such as predatory landlords who have sometimes 15 or more students renting one house, or unjust working conditions because the employer knows that the immigrants citizenship hopes are tied to the job, etc etc. Ultimately, it’s the Canadian government turning a blind eye to these realities and trying to make the deaths appear due to things other than unalive attempts. This shouldn’t be surprising considering the way the Canadian government has been pushing dystopian legislation around their medically assisted dying program (MAiD). Canada’s medically assisted dying program has the least guardrails of any program of that type in other countries. Not just this, but the legislation for MAiD comes at a time when Canada’s healthcare and mental healthcare systems are collapsing. Trudeau said he would address this with one his re-election promises in 2021: he promised 5 billion for mental health programs. I’ve worked in the field for almost 20 years with youth and that money never arrived, nor has any serious attempt to fund programs occurred since the brutal Canadian pandemic policies massively exacerbated the youth mental health crisis. Perhaps one day someone will be able to trace how the 5 Billion promised was send off in provincial transfers that did not benefit any programs and likely only helped pay for all the upper management, because Canada’s healthcare, education and mental health care systems are absurdly top-heavy. Canada becomes moral dystopian by the day, with regular folks (working class, blue collar, low-income) bearing the burden. Everyday more people join the rank of the oppressed regular people while a few who work in the government or favored industries are overpaid and the stats around all of this corruption are further obfuscated and buried. And as all this occurs, you see bureaucrats like the on in this video smug in their knowledge that most Canadians will never learn how dark the truth is.
Identity Attack0.10221587
Insult0.06722072
Profanity0.018734055
Threat0.024235269
Severe Toxicity0.004386902
Low Tox 0.165053 Constructive 0.679
Sep 30, 2025 1 likes IRCC Names India in Study …
8:57 let these guy know most of these are students paying 3 times higher fees on which ur universities run and local students have to pay less fees just look at the numbers how many …
8:57 let these guy know most of these are students paying 3 times higher fees on which ur universities run and local students have to pay less fees just look at the numbers how many universities shut down when students stopped to come secondly students pays 3 times higher fees and 20000$ to gic with stays with Canadian bank for two years and secondly which money u are talking do u have any document that government gives free money? There is difference between refugees and students, this polish guy him self is on road half naked and talking about others are dirty firstly go and fcng take shower
Identity Attack0.025404079
Insult0.07967083
Profanity0.028093686
Threat0.007586042
Severe Toxicity0.004272461
Low Tox 0.16331999 Constructive 0.606
Sep 19, 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.