Skip to content
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

click to expand

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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "You know who is having …" 1,129 comments · Page 28 of 46
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of all these, an estimated 1.5 million people are either overstaying or have entered illegally. 3. Pakistanis and Bangladeshis are also involved in illegal activities (I’m not defending Indians—they are also involved, I’ll come to that). If you ask them, many will claim to be Indians. You can see the same trend in the UK as well. The reason I’m mentioning them is because they have a similar appearance to Indians. 4. Almost half of the Indians in Canada are living there illegally. Why do I say this? Because here in India I personally know many people from Punjab and Haryana who go there. In both states, you can easily find many agents who reassure people that they can send them to Canada or the USA without much difficulty. You can also see the trend among Punjabis—many aspire to drive trucks and cars in Canada. In India, people often see Punjabis as if their only purpose in life is to go to Canada. I love Punjabi people, but I don’t like this mindset. 5. So, the people you see doing disgusting things are most likely illegal immigrants. Why? Because genuine people go there to educate themselves and contribute something meaningful to the culture—not to behave like those individuals. 6. I really hope Canada can recover from this. I have a friend who went there in 2015, and he once told me to visit the country. Canadians are truly amazing, and the natural beauty (except the winter!) is so nice. Please, Canadian government, take some steps for the well-being of your people.❤
Identity Attack0.2308735
Insult0.05964688
Profanity0.035399333
Threat0.01238892
Severe Toxicity0.007095337
Low Tox 0.19504376 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
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...
I don't hate any race, but this is Canada. I'd love for all of us to put our differences aside and come together and gather the world elites that are destroying humanity by religion and …
I don't hate any race, but this is Canada. I'd love for all of us to put our differences aside and come together and gather the world elites that are destroying humanity by religion and beliefs. I know there's people in every religion that want peace but removing our governments and their masters from Humanity is the only way for peace and freedom ❤
Identity Attack0.16801116
Insult0.05964688
Profanity0.020100424
Threat0.033386398
Severe Toxicity0.0065231323
Low Tox 0.19409354 Constructive 0.609
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
host is east indian and an immigration and a biased lawyer reporting....you do the math and let me know how objective reporting this is inherently
host is east indian and an immigration and a biased lawyer reporting....you do the math and let me know how objective reporting this is inherently
Identity Attack0.120924085
Insult0.07333439
Profanity0.01490822
Threat0.006589218
Severe Toxicity0.0032234192
Low Tox 0.19409354 Low Con 0.237 Meta_Commentary
Jan 22, 2026 1 likes Why Canada’s immigration system has …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really FOR fast track Healthcare professionals/doctors into this country. Canada as a country also has to start having more children I do not know how they solve the problem but our population is aging and if we don't want to end up like Japan we have to do something about it. I see a lot of hate here in the comments (The racist and rednecks have permission to be openly racist)but this is a complex issue and don't forget Albert Einstein and Elon Musk were immigrants there is a lot of very talented people that we have to make sure we keep. How many jobs has Elon Musk created? he is not perfect I'm sure in the millions!!!! How much tax has he generated for the country?
Identity Attack0.07425626
Insult0.09416737
Profanity0.024472807
Threat0.011275585
Severe Toxicity0.005264282
Low Tox 0.19314334 Constructive 0.764
Dec 28, 2025 Deportations From Canada at Their …
*Curiously, asian and hindi people come to the U.S. with permits to work or residency.. and we don't know about an arrest of any of them by ICE.*
*Curiously, asian and hindi people come to the U.S. with permits to work or residency.. and we don't know about an arrest of any of them by ICE.*
Identity Attack0.26325142
Insult0.03511308
Profanity0.02836696
Threat0.011974656
Severe Toxicity0.0061798096
Low Tox 0.19314334 Moderate Con 0.426 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least 4 times a week I nearly get into car accidents on the highway because people don’t know how to drive. I have to assume people just will switch lanes randomly or merge in really really fast or go extremely slow on the highways. I have seen people reverse backwards on the on ramp because they took the wrong turn
Identity Attack0.14019285
Insult0.08030447
Profanity0.020100424
Threat0.008103873
Severe Toxicity0.0046539307
Low Tox 0.19314334 Constructive 0.564 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
But the immigrants don't assimilate with values culture religion and respect but what are they doing feeling entitled first than our local Canadian. Honestly most of them don't speak Canadian english don't know the jobs …
But the immigrants don't assimilate with values culture religion and respect but what are they doing feeling entitled first than our local Canadian. Honestly most of them don't speak Canadian english don't know the jobs complaining more without common sense.
Identity Attack0.17769934
Insult0.07523532
Profanity0.013405213
Threat0.0062137907
Severe Toxicity0.0032997131
Low Tox 0.19314334 Moderate Con 0.5 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
yoo i know that place THE BIG INDAI STAURTE
yoo i know that place THE BIG INDAI STAURTE
Identity Attack0.12440576
Insult0.04383647
Profanity0.07676199
Threat0.01238892
Severe Toxicity0.010604858
Low Tox 0.19219314 Moderate Con 0.333 Meta_Commentary
Jan 27, 2026 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...
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood …
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood out was how some speakers treated all Indians as a single people, despite hundreds of cultures, and accused them of failing to assimilate to ‘their way.’ Many of those voices were themselves descendants of immigrants who were once pressured to abandon Norwegian or other identities in the name of assimilation. Yet there was little evidence they had actually spent time getting to know their Indian neighbors, their cultures, friendships, or daily realities. Instead, the focus was fear and a narrative of societal collapse, rather than honest engagement that separates real local issues from blanket blame. Of course, any local community can have problems, and some groups can be unwelcoming. But the argument presented implied there is only one way to be Canadian. That echoes xenophobic rhetoric in the US about who counts as ‘American,’ often while ignoring the reality of Indigenous peoples entirely. I do not deny the importance of shared commitments like the rule of law, freedom, and evidence based policy rooted in the Enlightenment and scientific thinking. But culture and learning can coexist with those values. What troubled me most was how poverty and discrimination were replaced with racial generalizations, and how victim language was used to deflect responsibility, something that resembles DARVO. Given the same conditions, these problems could arise in any group, regardless of race.
Identity Attack0.22063516
Insult0.06826523
Profanity0.022969801
Threat0.00899713
Severe Toxicity0.004711151
Low Tox 0.19219314 Constructive 0.817 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Metropolis (Brampton)
The guy that has a proper Canadian accent but is Asian knows what he’s talking about, proper informed
The guy that has a proper Canadian accent but is Asian knows what he’s talking about, proper informed
Identity Attack0.21866
Insult0.05964688
Profanity0.02167175
Threat0.0064597605
Severe Toxicity0.0042533875
Low Tox 0.19219314 Moderate Con 0.364 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
Thanks Tyler for letting people know about India invasion
Thanks Tyler for letting people know about India invasion
Identity Attack0.20680901
Insult0.046178754
Profanity0.03690237
Threat0.011353259
Severe Toxicity0.006828308
Low Tox 0.19029272 Moderate Con 0.364 Fear_Threat
Jan 27, 2026 132 likes Inside Canada's Indian Invasion...
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on …
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on these permits. It’s not just indians though there’s also Brazilians, Chileans, and Venezuelans. One thing I hate is my job prioritizing their work hours over mine because they “need the hours” to stay in this country. where as this is my own country and I’m getting cut hours during slow season. smh
Identity Attack0.18235919
Insult0.055547886
Profanity0.036651865
Threat0.006576272
Severe Toxicity0.0040626526
Low Tox 0.1893425 Constructive 0.718 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
and how do you know this wee girly??? Did your aunty tell you? or Grandpa???
and how do you know this wee girly??? Did your aunty tell you? or Grandpa???
Identity Attack0.014048826
Insult0.06529768
Profanity0.053435806
Threat0.006835188
Severe Toxicity0.0051116943
Low Tox 0.1893425 Moderate Con 0.341 Humor_Satire
Feb 23, 2026 'We do know that there's …
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)
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families …
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families make. Most Canadians are not elegible for legal aid or dental care. Who bears the cost of medicare, education, housing, policing, crime.....you guessed it, the Canadian Taxpayer. You know it is a propaganda video when she said the refugees give back more than they take. Do you see woman in a hijab or nicab working ?? She is not allowed by her religion to mix where there are men around. So most of them are pregnant, with 3 or 4 other toddlers around and you see them in malls at all hours of the day. That's how you tell the govt that you have not settled well yet and get more aid. The boat people of Vietnam came from a culture that honored hard work, education, discipline, creating wealth and the women had no restriction from religion in working with men (a lot of them were Catholic or Buddhist). The middle east people are a whole different kettle of fish. It's men who work, if at all, and women are primarily for breeding.They are not allowed to socialise with men outside the family and have to be accompanied by a male relative while outside the home. It's been five years since they landed and there have been many acts of terrorism Canadians have been faced with. However, they have become citizens and who are they voting for ??? It's not the PC. That leaves NDP and Liberals. 99% Liberals.
Identity Attack0.10757765
Insult0.07935401
Profanity0.02071529
Threat0.007935578
Severe Toxicity0.0050354004
Low Tox 0.18649188 Constructive 0.665
Jun 18, 2023 1 likes How much do refugees and …
Know your facts. This lady really hasn’t got a clue.
Know your facts. This lady really hasn’t got a clue.
Identity Attack0.0061046463
Insult0.123407245
Profanity0.017162729
Threat0.0063367756
Severe Toxicity0.0017166138
Low Tox 0.18459146 Low Con 0.166 Meta_Commentary
Feb 24, 2026 1 likes 'We do know that there's …
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted …
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted for you don't tolerate your family members in your house if you feel you are being squeezed facing competition even if they pay you, its natural. If not today definitely tomorrow you have to return... so, make sure you don't do anything which shuts the door to return.
Identity Attack0.1769227
Insult0.054962315
Profanity0.025087673
Threat0.021472665
Severe Toxicity0.0064849854
Low Tox 0.18364124 Constructive 0.634 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Great too know Canadian flag and ballon’s means smugglers.. that’s what was easiest for me to recognize …I’ve got one of these in my neighbourhood
Great too know Canadian flag and ballon’s means smugglers.. that’s what was easiest for me to recognize …I’ve got one of these in my neighbourhood
Identity Attack0.08583717
Insult0.083112895
Profanity0.015830519
Threat0.007534259
Severe Toxicity0.003376007
Low Tox 0.18174082 Constructive 0.534 Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a ride/kidnapped to who knows where. They mainly …
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a ride/kidnapped to who knows where. They mainly target indigenous women and children. I know that a member from the community shot at one that was trespassing on reserve land we have weird Municipal laws so the guy who shot didn’t get charged
Identity Attack0.10221587
Insult0.047935467
Profanity0.023652986
Threat0.13279422
Severe Toxicity0.007972717
Low Tox 0.18079062 Constructive 0.656 Unverified_Claim
Jan 27, 2026 13 likes Inside Canada's Indian Invasion...
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)
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 …
As an Indian I know, how illegal immigration happening here and in Canada both, just to enter there. May be that's why you can see only too many Indian from one province only, quality over …
As an Indian I know, how illegal immigration happening here and in Canada both, just to enter there. May be that's why you can see only too many Indian from one province only, quality over quantity
Identity Attack0.22631748
Insult0.036435258
Profanity0.016957775
Threat0.0069387536
Severe Toxicity0.0039863586
Low Tox 0.1798404 Constructive 0.696
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Yah and we know that they aren't going to leave 😂 This govt supports and funds crime.
Yah and we know that they aren't going to leave 😂 This govt supports and funds crime.
Identity Attack0.018269362
Insult0.077136256
Profanity0.021876704
Threat0.009359611
Severe Toxicity0.0031471252
Low Tox 0.17891699 Low Con 0.191 Unverified_Claim
Jan 15, 2026 2.9 million Canadian temporary visas …

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.